<?xml version="1.0" ?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.3 20210610//EN"  "JATS-archivearticle1-mathml3.dtd"><article xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.3" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">elife</journal-id>
<journal-id journal-id-type="publisher-id">eLife</journal-id>
<journal-title-group>
<journal-title>eLife</journal-title>
</journal-title-group>
<issn publication-format="electronic" pub-type="epub">2050-084X</issn>
<publisher>
<publisher-name>eLife Sciences Publications, Ltd</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">99782</article-id>
<article-id pub-id-type="doi">10.7554/eLife.99782</article-id>
<article-id pub-id-type="doi" specific-use="version">10.7554/eLife.99782.2</article-id>
<article-version-alternatives>
<article-version article-version-type="publication-state">reviewed preprint</article-version>
<article-version article-version-type="preprint-version">1.2</article-version>
</article-version-alternatives>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Structural Biology and Molecular Biophysics</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Unanticipated mechanisms of covalent inhibitor and synthetic ligand cobinding to PPARγ</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-8164-1544</contrib-id>
<name>
<surname>Shang</surname>
<given-names>Jinsai</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
<xref ref-type="aff" rid="a2">2</xref>
<email>shang_jinsai@gzlab.ac.cn</email>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-8058-6168</contrib-id>
<name>
<surname>Kojetin</surname>
<given-names>Douglas J</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
<xref ref-type="aff" rid="a3">3</xref>
<xref ref-type="aff" rid="a4">4</xref>
<xref ref-type="aff" rid="a5">5</xref>
<xref ref-type="aff" rid="a6">6</xref>
<email>douglas.kojetin@vanderbilt.edu</email>
</contrib>
<aff id="a1"><label>1</label><institution>Department of Integrative Structural and Computational Biology, Scripps Research and The Herbert Wertheim UF Scripps Institute for Biomedical Innovation &amp; Technology</institution>, Jupiter, Florida, <country>United States</country></aff>
<aff id="a2"><label>2</label><institution>School of Basic Medical Sciences, Guangzhou Laboratory, Guangzhou Medical University</institution>, Guangzhou, <country>China</country></aff>
<aff id="a3"><label>3</label><institution>Department of Biochemistry, Vanderbilt University</institution>, Nashville, Tennessee, <country>United States</country></aff>
<aff id="a4"><label>4</label><institution>Center for Structural Biology, Vanderbilt University</institution>, Nashville, Tennessee, <country>United States</country></aff>
<aff id="a5"><label>5</label><institution>Vanderbilt Institute of Chemical Biology, Vanderbilt University</institution>, Nashville, Tennessee, <country>United States</country></aff>
<aff id="a6"><label>6</label><institution>Center for Applied AI in Protein Dynamics, Vanderbilt University</institution>, Nashville, Tennessee, <country>United States</country></aff>
</contrib-group>
<contrib-group content-type="section">
<contrib contrib-type="editor">
<name>
<surname>Roche</surname>
<given-names>Julien</given-names>
</name>
<role>Reviewing Editor</role>
<aff>
<institution-wrap>
<institution>Iowa State University</institution>
</institution-wrap>
<city>Ames</city>
<country>United States of America</country>
</aff>
</contrib>
<contrib contrib-type="senior_editor">
<name>
<surname>Andreotti</surname>
<given-names>Amy H</given-names>
</name>
<role>Senior Editor</role>
<aff>
<institution-wrap>
<institution>Iowa State University</institution>
</institution-wrap>
<city>Ames</city>
<country>United States of America</country>
</aff>
</contrib>
</contrib-group>
<pub-date date-type="original-publication" iso-8601-date="2024-07-18">
<day>18</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date date-type="update" iso-8601-date="2024-10-18">
<day>18</day>
<month>10</month>
<year>2024</year>
</pub-date>
<volume>13</volume>
<elocation-id>RP99782</elocation-id>
<history>
<date date-type="sent-for-review" iso-8601-date="2024-05-31">
<day>31</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<pub-history>
<event>
<event-desc>Preprint posted</event-desc>
<date date-type="preprint" iso-8601-date="2024-05-15">
<day>15</day>
<month>05</month>
<year>2024</year>
</date>
<self-uri content-type="preprint" xlink:href="https://doi.org/10.1101/2024.05.15.594037"/>
</event>
<event>
<event-desc>Reviewed preprint v1</event-desc>
<date date-type="reviewed-preprint" iso-8601-date="2024-07-18">
<day>18</day>
<month>07</month>
<year>2024</year>
</date>
<self-uri content-type="reviewed-preprint" xlink:href="https://doi.org/10.7554/eLife.99782.1"/>
<self-uri content-type="editor-report" xlink:href="https://doi.org/10.7554/eLife.99782.1.sa2">eLife assessment</self-uri>
<self-uri content-type="referee-report" xlink:href="https://doi.org/10.7554/eLife.99782.1.sa1">Reviewer #1 (Public Review):</self-uri>
<self-uri content-type="referee-report" xlink:href="https://doi.org/10.7554/eLife.99782.1.sa0">Reviewer #2 (Public Review):</self-uri>
</event>
</pub-history>
<permissions>
<copyright-statement>© 2024, Shang &amp; Kojetin</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Shang &amp; Kojetin</copyright-holder>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<ali:license_ref>https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This article is distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>, which permits unrestricted use and redistribution provided that the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="elife-preprint-99782-v2.pdf"/>
<abstract>
<title>Abstract</title>
<p>Peroxisome proliferator-activated receptor gamma (PPARγ) is a nuclear receptor transcription factor that regulates gene expression programs in response to ligand binding. Endogenous lipids and synthetic ligands, including covalent antagonist inhibitors such as GW9662 and T0070907, are thought to compete for the orthosteric pocket in the ligand-binding domain (LBD). However, we previously showed that synthetic PPARγ ligands can cooperatively cobind with and reposition a bound endogenous orthosteric ligand to an alternate site, synergistically regulating PPARγ structure and function (Shang et al., 2018). Here, we reveal the structural mechanism of cobinding between a synthetic covalent antagonist inhibitor with other synthetic ligands. Biochemical and NMR data show that covalent antagonist inhibitors weaken—but do not prevent—the binding of other synthetic ligands via an allosteric mechanism rather than direct ligand clashing. The covalent ligands shift the LBD ensemble toward a transcriptionally repressive conformation, which structurally clashes with and reduces the orthosteric binding affinity of non-covalent synthetic ligands. Crystal structures reveal different non-covalent synthetic ligand-specific cobinding mechanisms ranging from alternate site binding to unexpectedly adopting an orthosteric binding mode by altering the covalent ligand binding pose. Our findings not only highlight the significant flexibility of the PPARγ orthosteric pocket and its ability to accommodate multiple ligands simultaneously, but also demonstrate that GW9662 and T0070907 should not be used as reliable chemical tools to inhibit the binding of other ligands to PPARγ.</p>
</abstract>
<custom-meta-group>
<custom-meta specific-use="meta-only">
<meta-name>publishing-route</meta-name>
<meta-value>prc</meta-value>
</custom-meta>
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</article-meta>
<notes>
<notes notes-type="competing-interest-statement">
<title>Competing Interest Statement</title><p>The authors have declared no competing interest.</p></notes>
<fn-group content-type="summary-of-updates">
<title>Summary of Updates:</title>
<fn fn-type="update"><p>Revisions from eLife preprint review that include a new Figure 1 and Figure 3 contains new data (fitted EC50/IC50 values).</p></fn>
</fn-group>
</notes>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Peroxisome proliferator-activated receptor γ (PPARγ) is a ligand-regulated nuclear receptor transcription factor that regulates gene expression programs controlling adipogenesis and insulin sensitization. Endogenous PPARγ ligands, which include lipids and fatty acids, bind to an orthosteric pocket within the PPARγ ligand-binding domain (LBD) and function as PPARγ agonists that activate gene programs <sup><xref ref-type="bibr" rid="c1">1</xref>–<xref ref-type="bibr" rid="c7">7</xref></sup>. Synthetic small molecule PPARγ ligands, which include FDA-approved antidiabetic drugs, also bind to the same orthosteric pocket, most of which function as agonists that activate PPARγ-mediated transcription. Endogenous and synthetic ligands were originally thought to compete for binding to the PPARγ orthosteric pocket. However, we previously showed that endogenous and synthetic ligands can cobind to PPARγ, likely due to the large size and flexibility of the orthosteric pocket, and synergistically influence PPARγ structure and function <sup><xref ref-type="bibr" rid="c8">8</xref></sup>.</p>
<p>The structural mechanism of agonist-induced activation of PPARγ transcription has been revealed by structural biology studies including NMR spectroscopy and crystal structures. In the absence of ligand, the apo (ligand-free) PPARγ LBD dynamically exchanges between two or more structural conformations <sup><xref ref-type="bibr" rid="c9">9</xref></sup>. NMR data show that a critical structural element in the LBD called activation function-2 (AF-2) helix (helix 12), which is part of the AF-2 coactivator binding surface, exchanges between active and repressive conformations that can be stabilized upon binding ligand <sup><xref ref-type="bibr" rid="c10">10</xref></sup>. Agonist binding to the orthosteric pocket stabilizes a solvent exposed helix 12 conformation that enables high affinity binding of coactivators and increases transcription <sup><xref ref-type="bibr" rid="c11">11</xref>,<xref ref-type="bibr" rid="c12">12</xref></sup>. Transcriptionally neutral antagonists and repressive inverse agonists developed from orthosteric agonist ligand scaffolds bind via a similar mechanism of agonists but stabilize non-active helix 12 conformations <sup><xref ref-type="bibr" rid="c13">13</xref>–<xref ref-type="bibr" rid="c16">16</xref></sup>.</p>
<p>GW9662 and T0070907 are covalent ligands originally described as antagonists as they bind via a nucleophilic substitution mechanism to Cys285 located within the orthosteric pocket and were shown to inhibit binding of select reference PPARγ agonists <sup><xref ref-type="bibr" rid="c17">17</xref>,<xref ref-type="bibr" rid="c18">18</xref></sup>. These ligands have been used extensively by the field as covalent antagonist inhibitors to block other synthetic ligands from binding PPARγ to test for synthetic ligand specificity in functional experiments. However, we previously showed GW9662 and T0070907 do not block all ligands from binding to PPARγ <sup><xref ref-type="bibr" rid="c8">8</xref>,<xref ref-type="bibr" rid="c19">19</xref>–<xref ref-type="bibr" rid="c21">21</xref></sup> — and moreover, they have distinct pharmacological PPARγ functions as a transcriptionally neutral antagonist (GW9662) and repressive inverse agonist (T0070907) <sup><xref ref-type="bibr" rid="c22">22</xref></sup>. Although these covalent ligands have similar pharmacological functions to orthosteric non-covalent antagonists and inverse agonists, GW9662 and T0070907 function through a different structural mechanism: they slow the rate of exchange between transcriptionally active and repressive conformations natively populated in the apo-LBD, with T0070907 having a more pronounced effect than GW9662 <sup><xref ref-type="bibr" rid="c10">10</xref>,<xref ref-type="bibr" rid="c23">23</xref></sup>. In the transcriptionally repressive conformation stabilized by covalent inverse agonists, helix 12 adopts a solvent-occluded conformation within the orthosteric pocket that overlaps with orthosteric ligand binding poses (<xref rid="fig1" ref-type="fig">Figure 1</xref>) <sup><xref ref-type="bibr" rid="c10">10</xref>,<xref ref-type="bibr" rid="c23">23</xref>–<xref ref-type="bibr" rid="c25">25</xref></sup>. These and other published studies have informed a ligand activation model whereby agonist binding to the orthosteric pocket either displaces helix 12 from a solvent occluded repressive conformation within the orthosteric pocket to a solvent exposed active conformation, or selects for an active helix 12 conformation from the dynamic LBD ensemble <sup><xref ref-type="bibr" rid="c26">26</xref></sup>.</p>
<fig id="fig1" position="float" fig-type="figure">
<label>Figure 1.</label>
<caption><title>Crystal structures of PPARγ LBD in the transcriptionally active and repressive conformations.</title>
<p>The active LBD (PDB 6ONJ) is stabilized by agonist (rosiglitazone) and coactivator peptide (TRAP220/MED1), whereas the repressive LBD (PDB 6ONI) is stabilized by covalent inverse agonist (T0070907) and corepressor peptide (NCoR1).</p></caption>
<graphic xlink:href="594037v2_fig1.tif" mime-subtype="tiff" mimetype="image"/>
</fig>
<p>What remains unclear is the structural basis of covalent inhibitor and synthetic ligand cobinding. This ligand cobinding mechanism was originally discovered in studies of alternate site ligand binding <sup><xref ref-type="bibr" rid="c19">19</xref>–<xref ref-type="bibr" rid="c21">21</xref>,<xref ref-type="bibr" rid="c27">27</xref>–<xref ref-type="bibr" rid="c30">30</xref></sup>. Structural studies have mapped the alternate ligand-binding site <sup><xref ref-type="bibr" rid="c19">19</xref>,<xref ref-type="bibr" rid="c20">20</xref></sup> when two equivalents of a synthetic ligand bind, one to the orthosteric pocket and another to the entrance of the orthosteric pocket <sup><xref ref-type="bibr" rid="c26">26</xref></sup>. NMR and biochemical data revealed non-covalent synthetic compounds can still bind to the PPARγ LBD in the presence of a covalent orthosteric inhibitor <sup><xref ref-type="bibr" rid="c19">19</xref>–<xref ref-type="bibr" rid="c21">21</xref></sup>. While it is presumed that the non-covalent synthetic compound adopts a non-orthosteric binding mode at an alternate site, crystal structures to verify this cobinding mechanism are still needed. Here, using structural biology studies including NMR and crystallography, we confirm that GW9662 and T0070907 do not prevent other synthetic ligands from binding to PPARγ. Furthermore, we demonstrate that certain synthetic ligands can unexpectedly adopt an orthosteric binding pose when cobound with a covalent antagonist inhibitor.</p>
</sec>
<sec id="s2">
<title>Results</title>
<sec id="s2a">
<title>Covalent inhibitor and synthetic ligand cobinding influences PPARγ LBD function</title>
<p>We assembled a set of four non-covalent synthetic PPARγ ligands (BVT-13, MRL24, nTZDpa, and SR1664) previously shown to bind the PPARγ LBD via two molar equivalents or bind in the presence of a covalent ligand, GW9662 or T0070907 <sup><xref ref-type="bibr" rid="c19">19</xref></sup> (<xref rid="fig2" ref-type="fig">Figure 2A</xref>). In that previous study, we showed that an analog of MRL24, called MRL20, can activate PPARγ-mediated transcription and increase the expression of PPARγ target genes in differentiated mouse 3T3-L1 preadipocytes when cells were correlated with GW9662 or T0070907 covalent inhibitors. Using a time-resolved fluorescence resonance energy transfer (TR-FRET) biochemical ligand displacement assay, we verified the ligands bind PPARγ LBD with K<sub>i</sub> values (<xref rid="fig2" ref-type="fig">Figure 2B</xref>) consistent with published data <sup><xref ref-type="bibr" rid="c31">31</xref>–<xref ref-type="bibr" rid="c34">34</xref></sup>. These ligands are generally classified as partial agonists that activate PPARγ transcription with limited or weak efficacy, or non-agonists/antagonists that are transcriptionally neutral.</p>
<fig id="fig2" position="float" fig-type="figure">
<label>Figure 2.</label>
<caption><title>Compounds used in the study and relative affinities in a ligand displacement assay.</title>
<p>(<bold>A</bold>) Chemical structures of the compounds. (<bold>B</bold>) TR-FRET ligand displacement data for the compounds (n=3; mean ± s.d.).</p></caption>
<graphic xlink:href="594037v2_fig2.tif" mime-subtype="tiff" mimetype="image"/>
</fig>
<p>We profiled the non-covalent synthetic ligands using TR-FRET coregulator peptide interaction assays (<xref rid="fig3" ref-type="fig">Figure 3A</xref><bold>, Figure 3 - Source Data 1</bold>) to determine how the compounds affect interaction between the PPARγ LBD and peptides derived from NCoR1 corepressor and TRAP220/MED1 coactivator proteins, two coregulator proteins that influence PPARγ transcription in cells <sup><xref ref-type="bibr" rid="c35">35</xref>,<xref ref-type="bibr" rid="c36">36</xref></sup>. Consistent with their partial agonist and/or antagonist profiles, the compounds did not significantly increase interaction with the TRAP220 coactivator peptide. Only two compounds, nTZDpa and SR1664, caused notable changes in the coactivator TR-FRET assay. Of these, nTZDpa showed a biphasic transition that may be due to the binding of more than one nTZDpa molecule, which is also suggested by 2D [<sup>1</sup>H,<sup>15</sup>N]-TROSY-HSQC NMR data where chemical shift perturbations (CSPs) are observed going from 1 to 2 equivalents of added ligand (<bold>Supplementary Figure S1</bold>).</p>
<fig id="fig3" position="float" fig-type="figure">
<label>Figure 3.</label>
<caption><title>Ligand cobinding functional profiling in TR-FRET coregulator interaction assays.</title>
<p>(<bold>A</bold>) TR-FRET coregulator interaction assays performed using PPARγ LBD protein with or without preincubation of GW9662 or T0070907 to determine how the non-covalent synthetic ligands influence recruitment of peptides derived from NCoR1 corepressor protein and TRAP220/MED1 coactivator protein fit to a sigmoidal dose response equation or biphasic dose response equation for select cases where a biphasic response is observed (n=3; mean ± s.d.). (<bold>B</bold>) IC<sub>50</sub> and EC<sub>50</sub> values extracted from the TR-FRET coregulator interaction data. For curves showing a biphasic response, the higher affinity value is displayed; no value is displayed in cases where the dose response is flat. Error bars when present represent the fitted errors; some fits did not converge to a well-fitted error (see <bold>Source Data 1</bold>).</p></caption>
<graphic xlink:href="594037v2_fig3.tif" mime-subtype="tiff" mimetype="image"/>
</fig>
<p>We next performed TR-FRET coregulator interaction assays using PPARγ LBD protein that was first pretreated with a covalent ligand, GW9662 or T0070907, followed by titration of the non-covalent synthetic ligands. When bound to GW9662 or T0070907, corepressor peptide binding affinity to the LBD is progressively strengthened upon binding to GW9662 and T0070907 while coactivator peptide affinity is weakened according to their neutral and repressive pharmacological activities, respectively <sup><xref ref-type="bibr" rid="c23">23</xref></sup>. As a result of this change in coregulator affinity, the baseline TR-FRET signal progressively increases in the corepressor assay and decreases in the coactivator assay. Titration of the synthetic ligands shows notable changes in the NCoR1 corepressor TR-FRET assay, where the ligands decrease NCoR1 peptide interaction with IC<sub>50</sub> profiles (<xref rid="fig3" ref-type="fig">Figure 3B</xref><bold>, Figure 3 - Source Data 1</bold>) with a similar rank-order to ligand K<sub>i</sub> values (MRL24 &lt; nTZDpa &lt; SR1664 &lt; BVT.13). Relatively minor changes are observed for the ligands in the TRAP220/MED1 coactivator TR-FRET assay except for MRL24, which shows a concentration-dependent increase in coactivator peptide recruitment. Taken together, these data indicate the functional effect of synthetic ligands binding to PPARγ LBD in the presence of a covalent inhibitor is decreased corepressor peptide interaction. Notably, the synthetic ligand IC<sub>50</sub> values are weakened (right shifted) more by the inverse agonist T0070907 compared to the neutral antagonist GW9662, suggesting that pharmacological repressive ligand efficacy may be involved in the ligand cobinding inhibitory mechanism.</p>
</sec>
<sec id="s2b">
<title>NMR studies indicate covalent inhibitors allosterically weaken cobinding of non-covalent synthetic ligands by stabilizing a repressive conformation</title>
<p>Two mechanisms may contribute to the covalent inhibitor mechanism of weakening synthetic ligand cobinding. The covalent ligands could structurally overlap or clash with synthetic ligand orthosteric binding modes, leading to alternate site binding with a reduced binding affinity. In this case, the relatively simple phenyl group (GW9662) to pyridyl group (T0070907) change would somehow lead to a more robust clash between the covalent inhibitor and synthetic ligand. Alternatively, the TR-FRET data suggested a different mechanism that involves the repressive efficacy of the covalent ligand. The pharmacological shift from a neutral covalent antagonist (GW9662) to repressive covalent inverse agonist (T0070907) may allosterically shift the dynamic LBD ensemble towards a transcriptionally repressive conformation, where helix 12 adopts a solvent occluded conformation within the orthosteric pocket that structurally clashes with orthosteric binding of a synthetic ligand. In this case, synthetic ligand binding to T0070907-bound PPARγ LBD would significantly influence the NMR-detected repressive LBD conformation where helix 12 is within the orthosteric pocket more than the active LBD conformation where helix 12 is solvent exposed and not occluding the orthosteric pocket.</p>
<p>To structurally assess the non-covalent cobinding mechanism, we performed protein NMR footprinting by comparing 2D [<sup>1</sup>H,<sup>15</sup>N]-TROSY-HSQC NMR data of <sup>15</sup>N-labeled PPARγ LBD preincubated with a covalent ligand (GW9662 or T0070907) in the absence or presence of a synthetic ligand. Non-covalent ligand cobinding to GW9662-bound LBD shows NMR CSPs for select peaks (<xref rid="fig4" ref-type="fig">Figure 4A</xref>). In contrast, NMR CSPs are more pronounced for non-covalent ligand binding to T0070907-bound LBD (<xref rid="fig4" ref-type="fig">Figure 4B</xref>). Focusing on Gly399, a residue near the AF-2 surface that displays two T0070907-bound NMR peaks in slow exchange corresponding to the active or repressive LBD state but only one GW9662-bound active state peak <sup><xref ref-type="bibr" rid="c10">10</xref>,<xref ref-type="bibr" rid="c22">22</xref>,<xref ref-type="bibr" rid="c23">23</xref></sup>, cobinding of the non-covalent synthetic ligand causes the two NMR peaks in slow exchange to converge to one NMR peak. The NMR peaks corresponding to the repressive T0070907-bound conformation disappear, while the remaining peaks have NMR chemical shift values similar to the T0070907-bound active state but shifted along the active-repressive continuum (i.e., diagonal between the active and repressive T0070907-bound NMR peaks) that correlates with function <sup><xref ref-type="bibr" rid="c23">23</xref></sup>.</p>
<fig id="fig4" position="float" fig-type="figure">
<label>Figure 4.</label>
<caption><title>NMR implicates covalent inhibitor-induced stabilization of a repressive LBD conformation in the mechanism of weakening non-covalent synthetic ligand cobinding.</title>
<p>Overlays of 2D [<sup>1</sup>H,<sup>15</sup>N]-TROSY-HSQC NMR data of <sup>15</sup>N-labeled PPARγ LBD preincubated with covalent inhibitor, (<bold>A</bold>) GW9662 or (<bold>B</bold>) T0070907, in the absence or presence of the indicated non-covalent synthetic ligands added at 2 molar equivalents. (<bold>C</bold>) Overlays of 2D [<sup>1</sup>H,<sup>15</sup>N]-TROSY-HSQC NMR data of <sup>15</sup>N-labeled PPARγ LBD in the presence of non-covalent synthetic ligands (singly bound state) compared to the cobound states with a covalent inhibitor.</p></caption>
<graphic xlink:href="594037v2_fig4.tif" mime-subtype="tiff" mimetype="image"/>
</fig>
<p>Among the synthetic ligands we tested, MRL24 cobinding shows an increase in TRAP220 coactivator peptide recruitment to T0070907-bound PPARγ LBD and the largest shift NMR-detected shift of the LBD conformational ensemble towards an active state. In contrast, nTZDpa cobinding shows an antagonist-like profile in the TR-FRET data, decreasing both NCoR1 corepressor and to a lesser degree TRAP220 coactivator interaction, and shifts the NMR-detected shift of the LBD conformational ensemble towards an intermediate state between the active and repressive T0070907-observed populations.</p>
<p>Taken together, these NMR-detected observations support the mechanism whereby the repressive conformation helix 12 within the orthosteric pocket of T0070907-bound LBD is displaced to a solvent-exposed active conformation. Furthermore, comparison of 2D [<sup>1</sup>H,<sup>15</sup>N]-TROSY-HSQC NMR data of <sup>15</sup>N-labeled PPARγ LBD bound to the synthetic ligands alone, or cobound with GW9662 or T0070907, show similar spectral profiles with more subtle CSPs (<xref rid="fig4" ref-type="fig">Figure 4C</xref>) compared to the larger NMR CSPs observed when comparing <sup>15</sup>N-labeled PPARγ LBD bound to each synthetic ligand alone or T0070907-bound LBD relative to GW9662-bound LBD (<bold>Supplementary Figure S2</bold>) <sup><xref ref-type="bibr" rid="c10">10</xref></sup>. This suggests the active conformation of the PPARγ LBD when bound to a synthetic ligand alone vs. cobound to a covalent ligand are similar, which is supported by the TR-FRET data (<xref rid="fig3" ref-type="fig">Figure 3</xref>) showing that synthetic ligand cobinding to T0070907-bound PPARγ LBD decreases corepressor peptide interaction.</p>
</sec>
<sec id="s2c">
<title>Crystal structures reveal disparate alternate site ligand binding poses</title>
<p>To visualize the ligand cobinding poses, we first crystalized complexes of PPARγ LBD covalently bound to GW9662 or T0070907, which produced solvent exposed active (chain A) and inactive (chain B) helix 12 conformations similar to apo-PPARγ LBD <sup><xref ref-type="bibr" rid="c37">37</xref></sup>, then we added synthetic ligands to the crystals using soaking methods. We obtained seven crystal structures in total where each synthetic ligand was cobound to either GW9662 or T0070907, except for SR1664 for which we only obtained a structure cobound to T0070907 (<bold>Supplementary Table S1, Supplementary Figure S3</bold>). In most structures, electron density was observed for non-covalent and covalent ligands in both chains. However, in the nTZDpa structures, the covalent ligand was not observed in chain A; and nTZDpa was observed in chains A and B when cobound to GW9662, but only chain B when cobound to T0070907. The structures show high structural similarity to the transcriptionally active LBD conformation with rmsd values ranging from 0.77–1.03⊠ (<bold>Supplementary Table S2</bold>).</p>
<p>We compared our cobound crystal structures to published structures of PPARγ LBD bound to non-covalent ligands—BVT.13 <sup><xref ref-type="bibr" rid="c38">38</xref></sup>, MRL24 <sup><xref ref-type="bibr" rid="c38">38</xref></sup>, nTZDpa <sup><xref ref-type="bibr" rid="c38">38</xref></sup>, and SR1664 alone <sup><xref ref-type="bibr" rid="c16">16</xref></sup> or cobound to NCOA1 coactivator peptide <sup><xref ref-type="bibr" rid="c39">39</xref></sup> —and alone to covalent ligands—GW9662 <sup><xref ref-type="bibr" rid="c8">8</xref></sup> and T0070907 <sup><xref ref-type="bibr" rid="c22">22</xref></sup>. Overall, the LBD conformations when bound to a single ligand or cobound two ligands are highly similar, with only relatively minor conformational changes in certain residue side chains. Although this is largely influenced by the crystallized forms used for soaking, these findings are also consistent with the aforedescribed 2D NMR data, which indicates a similar LBD conformation for these different liganded states.</p>
<p>Focusing on the non-covalent synthetic ligand cobinding poses (<xref rid="fig5" ref-type="fig">Figure 5A</xref>), most of the structures surprisingly showed that the ligand adopts a cobound conformation similar to orthosteric binding pose observed in crystals structures of PPARγ LBD bound to the synthetic ligand alone (<xref rid="fig5" ref-type="fig">Figure 5B</xref>). Slight reorientations of portions of the synthetic ligand occur to accommodate the cobinding mode, as there are clashes between the synthetic orthosteric and covalent orthosteric ligand binding modes (<xref rid="fig5" ref-type="fig">Figure 5C</xref>). Of note, below we use “orthosteric binding pose” to refer to the crystallized ligand conformation when PPARγ LBD is bound to a single ligand.</p>
<fig id="fig5" position="float" fig-type="figure">
<label>Figure 5.</label>
<caption><title>Non-covalent synthetic ligands adopt orthosteric binding modes when cobound with a covalent inhibitor.</title>
<p>(<bold>A</bold>) Ligand cobinding modes in crystal structures of PPARγ LBD. (<bold>B</bold>) Comparison of the non-covalent synthetic ligand orthosteric binding mode (singly bound) and ligand cobinding mode with a covalent inhibitor (transparent sticks). Differences between these binding modes are indicated with a black arrow. (<bold>C</bold>) Structural clashes observed between the covalent inhibitor orthosteric binding mode (transparent sticks) and the non-covalent synthetic ligand binding mode. PDB codes for crystal structures used in the overlays are listed in the Methods section.</p></caption>
<graphic xlink:href="594037v2_fig5.tif" mime-subtype="tiff" mimetype="image"/>
</fig>
<p>The BVT.13 cobinding pose is similar to its orthosteric binding pose located near the β-sheet. However, the 2,4-dichloro group clashes with the orthosteric GW9662 and T0070907 binding poses, specifically the phenyl and pyridyl groups respectively, resulting in a slight reorientation of the 2,4-dichloro group to accommodate the cobound state. The MRL24 cobinding pose is also similar to its orthosteric ligand binding pose, which was surprising given its larger scaffold size significantly clashes with the orthosteric covalent ligand binding pose. The nTZDpa cobinding pose is also similar to its orthosteric binding pose near the β-sheet. However, the 1-chloro group clashes with the orthosteric covalent ligand binding pose, resulting in a minor reorientation in the cobinding pose. Finally, the SR1664 cobinding pose reveals an alternate site binding mode similar to the crystallized binding pose in the presence of NCOA1 peptide, with a slight reorientation of the benzoic acid group that avoids a clash with the orthosteric T0070907 binding pose. Notably, these alternate site binding modes are distinct from the orthosteric SR1664 binding mode obtained without coregulator peptide, which shows a large steric clash with the orthosteric covalent ligand binding pose.</p>
<p>Focusing on the covalent ligand binding poses, previously determined crystal structures <sup><xref ref-type="bibr" rid="c10">10</xref></sup> show that GW9662 and T0070907, when bound alone, are oriented in different directions within the orthosteric pocket in the active state when soaked into apo-PPARγ LBD or repressive state when cobound to NCoR1 corepressor peptide, pointing towards or away from the β-sheet surface, respectively (<xref rid="fig6" ref-type="fig">Figure 6A</xref>). Cobinding of a non-covalent synthetic ligand has different effects on the covalent ligand binding pose (<xref rid="fig6" ref-type="fig">Figure 6B</xref>). For BVT.13, the covalent ligand cobinding pose is similar to the orthosteric binding pose. For MRL24, the cobound covalent ligands adopt a similar binding pose that is different from the active and repressive orthosteric binding poses. For nTZDpa, the cobound covalent ligands adopt different orientations, both of which are distinct from the active and repressive covalent ligand only-bound states. For SR1664, the cobinding mode of T0070907 is similar to the orthosteric binding mode. These structures show that the conformation of the covalent ligand can change and adapt to the cobound non-covalent ligand.</p>
<fig id="fig6" position="float" fig-type="figure">
<label>Figure 6.</label>
<caption><title>Covalent inhibitors adopt different binding modes to accommodate a cobound non-covalent synthetic ligand.</title>
<p>(<bold>A</bold>) Structural overlay showing the orthosteric binding modes of GW9662 and T0070907 in crystal structures of PPARγ LBD in active and repressive conformations. (<bold>B</bold>) Comparison of the covalent binding modes when singly bound (orthosteric) and cobound to a non-covalent synthetic ligand. Black arrows indicate the conformational differences between the orthosteric binding modes vs. cobinding modes. PDB codes for crystal structures used in the overlays are listed in the Methods section.</p></caption>
<graphic xlink:href="594037v2_fig6.tif" mime-subtype="tiff" mimetype="image"/>
</fig>
<p>Notably, orthosteric ligand K<sub>i</sub> values for the non-covalent compounds (<xref rid="fig2" ref-type="fig">Figure 2B</xref>) correlate with the ability of the non-covalent ligand to push the covalent ligand into a cobinding binding mode that is distinct from the active and repressive covalent ligand binding modes (<xref rid="fig6" ref-type="fig">Figure 6B</xref>). MRL24 and nTZDa, which are the most potent non-covalent ligands tested, pushed the covalent ligands into different non-natural conformations, whereas BVT.13 and SR1664 do not. Taken together with structural data showing that the covalent ligands naturally exchange between different active and repressive binding poses <sup><xref ref-type="bibr" rid="c10">10</xref>,<xref ref-type="bibr" rid="c22">22</xref></sup>, these findings indicate the malleability of the dynamic orthosteric pocket, the natural orthosteric binding mode of the non-covalent ligand, and the relative orthosteric affinity of the non-covalent ligand may determine whether the covalent ligand traps a non-covalent ligand in the entrance to and/or the β-sheet region of the orthosteric pocket.</p>
</sec>
</sec>
<sec id="s3">
<title>Discussion</title>
<p>Crystal structures of PPARγ bound to covalent and non-covalent synthetic ligands have shown overlapping ligand binding modes, indicating the covalent ligands should block binding of the non-covalent ligands. We and others have posited that cobinding of a non-covalent synthetic ligand to the PPARγ LBD prebound to a covalent ligand (GW9662 or T0070907) would reveal an alternate site binding mode, different from the crystallized binding modes. To our surprise, the non-covalent ligand can bind via its native orthosteric binding mode by pushing the covalent ligand aside, or slightly adapt its binding mode within the orthosteric pocket. Our structural analysis of non-covalent ligand cobinding with a covalent ligand reveals several important observations and conclusions.</p>
<p>Each of the non-covalent synthetic ligands utilizes unique mechanisms to cobind with the covalent ligands, as inferred from our crystal structures in which pre-formed crystals of the PPARγ LBD were soaked with non-covalent synthetic ligands BVT.13 cobinds to a region of the orthosteric pocket that only slightly overlaps with the orthosteric covalent ligand binding pose, adopting a cobinding pose that is similar to when soaked into apo-PPARγ LBD crystals. MRL24 and nTZDpa cobinding pushes the covalent orthosteric ligand into a different conformation, allowing these ligands to adopt their orthosteric binding modes in the cobound state. This finding was surprising for MRL24 in particular, as its orthosteric binding mode overlaps considerably with the orthosteric covalent ligand binding mode. In contrast, SR1664 cobinding occurs to the so-called alternate site, located at the entrance to the orthosteric pocket.</p>
<p>In our previous study, we observed synthetic and natural/ endogenous ligand co-binding via co-crystallography where preformed crystals of PPARγ LBD bound to unsaturated fatty acids (UFAs) were soaked with a synthetic ligand, which pushed the bound UFA to an alternate site within the orthosteric ligand-binding pocket <sup><xref ref-type="bibr" rid="c8">8</xref></sup>. In the scenario of synthetic ligand cobinding with a covalent inhibitor, it is possible that soaking a covalent inhibitor into preformed crystals where the PPARγ LBD is already bound to a non-covalent ligand may prove to be difficult. The covalent inhibitor would need to flow through solvent channels within the crystal lattice, which may not be a problem. However, upon reaching the entrance surface to the orthosteric ligand-binding pocket, it may be difficult for the covalent inhibitor to gain access to the region of the orthosteric pocket required for covalent modification as the larger non-covalent ligand could block access. This potential order of addition problem may not be a problem for studies in solution or in cells, where the non-covalent ligand can more freely exchange in and out of the orthosteric pocket and over time the covalent reaction would reach full occupancy.</p>
<p>Our data provide support to structural model where in the absence of ligand, the PPARγ LBD exchanges between a transcriptionally repressive conformation where helix 12 is solvent occluded within the orthosteric pocket and a solvent exposed active conformation <sup><xref ref-type="bibr" rid="c10">10</xref></sup>. T0070907 binding slows the rate of exchange between these two conformations, stabilizing a long-lived active and repressive state <sup><xref ref-type="bibr" rid="c22">22</xref></sup>. GW9662-bound PPARγ LBD also samples active and repressive states, as observed by PRE NMR <sup><xref ref-type="bibr" rid="c10">10</xref></sup>, though the active conformation is more abundantly populated <sup><xref ref-type="bibr" rid="c40">40</xref></sup>. Agonist binding occurs via a two-step mechanism involving a fast encounter complex binding step at the entrance to the orthosteric pocket followed by a slow conformational change where the ligand translocates into the orthosteric pocket <sup><xref ref-type="bibr" rid="c26">26</xref></sup>. Our NMR data here show that non-covalent ligand cobinding to T0070907-bound PPARγ LBD selects for an active conformation, as the repressive conformation NMR peak disappears. This indicates non-covalent ligand cobinding prevents the LBD from adopting a transcriptionally repressive helix 12 conformation within orthosteric pocket, explaining why non-covalent ligand cobinding of MRL24 and other PPARγ agonists with a covalent ligand activates PPARγ transcription <sup><xref ref-type="bibr" rid="c19">19</xref>–<xref ref-type="bibr" rid="c21">21</xref></sup>. Another way to test this structural model could be through the use of covalent PPARγ inverse agonist analogs with graded activity <sup><xref ref-type="bibr" rid="c23">23</xref></sup>, where one might posit that covalent inverse agonist analogs that shift the LBD conformational ensemble towards a fully repressive LBD conformation may better inhibit synthetic ligand cobinding.</p>
<p>Our findings may have profound implications as these GW9662 and T0070907 have been used in many published studies as covalent inhibitors to block ligand binding to PPARγ to test for binding and functional specificity in cells. As of May 2024, more than 1,900 citations referring to “GW9662 or T0070907” are reported in PubMed. Nearly 1,000 of these publications were published in 2015 or later, after the original report that GW9662 and T0070907 are not effective inhibitors of ligand binding <sup><xref ref-type="bibr" rid="c19">19</xref></sup>, yet many in the field continue to use these compounds as covalent inhibitors. Our findings strongly suggest GW9662 and T0070907 should not be used as antagonists to block binding of other synthetic PPARγ ligands. On the other hand, GW9662 and T0070907 display unique pharmacological properties as a transcriptionally neutral antagonist and repressive inverse agonist, respectively <sup><xref ref-type="bibr" rid="c22">22</xref></sup>, and thus it would be appropriate to use these compounds as pharmacological ligands. It may be possible to use the crystal structures we obtained to guide structure-informed design of covalent inhibitors that would physically block cobinding of a synthetic ligand. This could be the potential mechanism of a newer generation covalent antagonist inhibitor we developed, SR16832, that more completely inhibit alternate site ligand binding of an analog of MRL20, rosiglitazone and the UFA docosahexaenoic acid (DHA) <sup><xref ref-type="bibr" rid="c21">21</xref></sup> and thus may be a better choice for the field to use as a covalent ligand inhibitor of PPARγ.</p>
</sec>
<sec id="s4">
<title>Materials and methods</title>
<sec id="s4a">
<title>Materials and reagents</title>
<p>All compounds used in this study—GW9662, T0070907, BVT-13, nTZDpa, MRL24, and SR1664—were obtained from commercial sources including Cayman Chemicals, Tocris Bioscience, and Sigma-Aldrich with purity &gt;95%. Peptides of LXXLL-containing motifs from TRAP220/MED1 (residues 638–656; NTKNHPMLMNLLKDNPAQD) and NCoR1 (2256– 2278; DPASNLGLEDIIRKALMGSFDDK) with or without a N-terminal FITC label with a six-carbon linker (Ahx) and an amidated C-terminus for stability were synthesized by LifeTein.</p>
</sec>
<sec id="s4b">
<title>Protein expression and purification</title>
<p>Human PPARγ LBD (residues 203–477, isoform 1 numbering) was expressed in <italic>Escherichia coli</italic> BL21(DE3) cells using autoinduction ZY media or M9 minimal media supplemented with NMR isotopes (<sup>15</sup>NH<sub>4</sub>Cl) as a Tobacco Etch Virus (TEV)-cleavable N-terminal His-tagged fusion protein using a pET46 Ek/LIC vector (Novagen) and purified using Ni-NTA affinity chromatography and gel filtration chromatography. The purified proteins were concentrated to 10 mg/mL in a buffer consisting of 20 mM potassium phosphate (pH 7.4), 50 mM potassium chloride, 5 mM tris(2-carboxyethyl)phosphine (TCEP), and 0.5 mM ethylenediaminetetraacetic acid (EDTA). Purified protein was verified by SDS-PAGE as &gt;95% pure. For studies using a covalent orthosteric antagonist, PPARγ LBD protein was incubated with at least a ∼1.05x excess of GW9662 or T0070907 at 4°C for 24 h to ensure covalent modification to residue C285, then buffer exchanged the sample to remove excess covalent antagonist and DMSO. Complete attachment of the covalent antagonist occurs within 30–60 minutes, as detected using an LTQ XL™ linear Ion trap mass spectrometer with an electrospray ionization source (Thermo Scientific).</p>
</sec>
<sec id="s4c">
<title>Crystallization and structure determination</title>
<p>For T0070907- and GW9662-bound PPARγ LBD complexes, protein was incubated at a 1:3 protein/ligand molar ratio in PBS overnight. Proteins were buffer exchanged to remove DMSO and concentrated to 10 mg/mL. All crystals were obtained after 3–8 days at 22°C by sitting-drop vapor diffusion against 50 μL of well solution using 96-well format crystallization plates. The crystallization drops contained 1 μL of protein complex sample mixed with apo crystal seeds prepared by PTFE seed bead (Hampton research) and 1 μL of reservoir solution containing 0.1 M MOPS (pH 7.6) and 0.8 M sodium citrate for T0070907 or GW9662-PPARγ LBD complexes; 0.1 M MES (pH 6.5), 0.2 M ammonium sulfate. The non-covalent ligands (BVT.13, MRL24, nTZDpa, SR1664) were soaked into T0070907 or GW9662-PPARγ LBD complex crystals by adding 1.5 μL of compound at a concentration of 2 mM suspended in reservoir solution containing 5% DMSO for 5 days. Data were processed, integrated, and scaled with the programs Mosflm and Scala in CCP4 <sup><xref ref-type="bibr" rid="c41">41</xref></sup>. The structure was solved by molecular replacement using the program Phaser <sup><xref ref-type="bibr" rid="c42">42</xref></sup> implemented in the PHENIX package <sup><xref ref-type="bibr" rid="c43">43</xref></sup> and used previously published PPARγ LBD structure (PDB code: 1PRG/6ONI) <sup><xref ref-type="bibr" rid="c10">10</xref>,<xref ref-type="bibr" rid="c37">37</xref></sup> as the search model. The structure was refined using PHENIX with several cycles of interactive model rebuilding in COOT <sup><xref ref-type="bibr" rid="c44">44</xref></sup>.</p>
</sec>
<sec id="s4d">
<title>NMR spectroscopy</title>
<p>2D [<sup>1</sup>H,<sup>15</sup>N]-TROSY HSQC NMR data of 200 µM <sup>15</sup>N-labeled PPARγ LBD, pre-incubated with a 2x molar excess of covalent ligand overnight at 4°C, were acquired at 298K on a Bruker 700 MHz NMR instrument equipped with a QCI cryoprobe in NMR buffer (50 mM potassium phosphate, 20 mM potassium chloride, 1 mM TCEP, pH 7.4, 10% D<sub>2</sub>O). Data were processed and analyzed using Topspin 3.0 (Bruker Biospin) and NMRViewJ (OneMoon Scientific, Inc.) <sup><xref ref-type="bibr" rid="c45">45</xref></sup>, respectively. NMR chemical shift assignments previously transferred from rosiglitazone-bound PPARγ LBD <sup><xref ref-type="bibr" rid="c11">11</xref></sup> to T0070907- and GW9662-bound states <sup><xref ref-type="bibr" rid="c10">10</xref>,<xref ref-type="bibr" rid="c22">22</xref></sup> were used in this study for well-resolved residues with conversed NMR peak positions to the previous ligand-bound forms using the minimum chemical shift perturbation procedure <sup><xref ref-type="bibr" rid="c46">46</xref></sup>.</p>
</sec>
<sec id="s4e">
<title>Time-resolved fluorescence resonance energy transfer (TR-FRET) assay</title>
<p>The time-resolved fluorescence resonance energy transfer (TR-FRET) assays were performed in black 384-well plates (Greiner) with 23 µL final well volume containing 4 nM His<sub>6</sub>-PPARγ LBD with or without covalently modification by GW9662 or T0070907, 1 nM LanthaScreen Elite Tb-anti-His Antibody (ThermoFisher), and 400 TRAP220 or NCoR peptide in TR-FRET buffer (20 mM KPO<sub>4</sub> pH 7.4, 50 mM KCl, 5 mM TCEP, 0.005% Tween 20). Compound stocks were prepared via serial dilution in DMSO, added to wells in triplicate, and plates were read using BioTek Synergy Neo multimode plate reader after incubating at 25°C for 1 h. The Tb donor was excited at 340 nm, its emission was measured at 495 nm, and the acceptor FITC emission was measured at 520 nm. Data were plotted using GraphPad Prism as TR-FRET ratio 520 nm/495 nm vs. ligand concentration and fit to sigmoidal dose-response equation — or biphasic or bell shaped dose response equations when appropriate, determined by comparison of fits to both equations and F test where the simpler model is selected if the P value is less than 0.05.</p>
</sec>
<sec id="s4f">
<title>Structural comparisons to published crystal structures</title>
<p>Structural overlays were compared to crystals structures of PPARγ LBD bound to GW9662 (PDB 3B0R), T0070907 (PDB 6C1I) <sup><xref ref-type="bibr" rid="c22">22</xref></sup>, GW9662 and NCoR1 peptide (PDB 8FHE) <sup><xref ref-type="bibr" rid="c23">23</xref></sup>, T0070907 and NCoR1 peptide (6ONI) <sup><xref ref-type="bibr" rid="c10">10</xref></sup>, BVT.13 (PDB 2Q6S) <sup><xref ref-type="bibr" rid="c38">38</xref></sup>, MRL24 (PDB 2Q5P) <sup><xref ref-type="bibr" rid="c38">38</xref></sup>, nTZDpa (PDB 2Q5S) <sup><xref ref-type="bibr" rid="c38">38</xref></sup>, SR1664 and NCOA1 peptide (PDB 5DWL) <sup><xref ref-type="bibr" rid="c39">39</xref></sup>, and SR1664 (PDB 4R2U) <sup><xref ref-type="bibr" rid="c16">16</xref></sup>. Pairwise structural alignment and rmsd calculations of the cobound structures to the transcriptionally active (PDB 6ONJ) PPARγ LBD conformation was performed via the RCSB webserver (<ext-link ext-link-type="uri" xlink:href="https://www.rcsb.org/alignment/">https://www.rcsb.org/alignment/</ext-link>) using the jFATCAT rigid structural alignment algorithm.</p>
</sec>
</sec>
<sec id="d1e946" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="d1e1031">
<label>Supplementary Figures S1-S3 and Tables S1-S2</label>
<media xlink:href="supplements/594037_file02.pdf"/>
</supplementary-material>
<supplementary-material id="d1e1038">
<label>Figure 3 - Source Data 1</label>
<media xlink:href="supplements/594037_file03.xlsx"/>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>This work was supported in part by the National Institutes of Health (NIH) grant R01DK124870 from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK). Use of the Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, is supported by the U.S. Department of Energy, Office of Science, Office of Basic Energy Sciences under Contract No. DE-AC02-76SF00515. The SSRL Structural Molecular Biology Program is supported by the DOE Office of Biological and Environmental Research and by the NIH National Institute of General Medical Sciences (NIGMS) grant P30GM133894. The contents of this publication are solely the responsibility of the authors and do not necessarily represent the official views of NIDDK, NIGMS, NIH, or DOE.</p>
</ack>
<sec id="s5">
<title>Data availability</title>
<p>Crystal structures generated during the current study are available in the Protein Data Bank (PDB) under accession codes 8ZFN, 8ZFO, 8ZFP, 8ZFQ, 8ZFR, 8ZFS, 8ZFT as detailed in <bold>Supplementary Table S1</bold>. All other datasets generated and/ or analyzed during the current study are available in <bold>Figure 3 - Source Data 1</bold> (fitted EC50/IC50 values from TR-FRET coregulator interaction assay) and from the corresponding author on reasonable request.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>J.S. performed the research. D.J.K. supervised the research. J.S. and D.J.K. conceived and designed the research, analyzed data, and wrote the manuscript.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="c1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Itoh</surname> <given-names>T</given-names></string-name>, <string-name><surname>Fairall</surname> <given-names>L</given-names></string-name>, <string-name><surname>Amin</surname> <given-names>K</given-names></string-name>, <string-name><surname>Inaba</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Szanto</surname> <given-names>A</given-names></string-name>, <string-name><surname>Balint</surname> <given-names>BL</given-names></string-name>, <string-name><surname>Nagy</surname> <given-names>L</given-names></string-name>, <string-name><surname>Yamamoto</surname> <given-names>K</given-names></string-name>, <string-name><surname>Schwabe</surname> <given-names>JWR</given-names></string-name></person-group>. <article-title>Structural basis for the activation of PPARgamma by oxidized fatty acids</article-title>. <source>Nat Struct Mol Biol</source>. <year>2008</year> <month>Sep</month>;<volume>15</volume>(<issue>9</issue>):<fpage>924</fpage>–<lpage>931</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC2939985</pub-id></mixed-citation></ref>
<ref id="c2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Li</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Schopfer</surname> <given-names>FJ</given-names></string-name>, <string-name><surname>Martynowski</surname> <given-names>D</given-names></string-name>, <string-name><surname>Garcia-Barrio</surname> <given-names>MT</given-names></string-name>, <string-name><surname>Kovach</surname> <given-names>A</given-names></string-name>, <string-name><surname>Suino-Powell</surname> <given-names>K</given-names></string-name>, <string-name><surname>Baker</surname> <given-names>PRS</given-names></string-name>, <string-name><surname>Freeman</surname> <given-names>BA</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>YE</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>HE</given-names></string-name></person-group>. <article-title>Molecular recognition of nitrated fatty acids by PPAR gamma</article-title>. <source>Nat Struct Mol Biol</source>. <year>2008</year> <month>Aug</month>;<volume>15</volume>(<issue>8</issue>):<fpage>865</fpage>–<lpage>867</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC2538624</pub-id></mixed-citation></ref>
<ref id="c3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Malapaka</surname> <given-names>RRV</given-names></string-name>, <string-name><surname>Khoo</surname> <given-names>S</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Choi</surname> <given-names>JH</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>XE</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Gong</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Li</surname> <given-names>J</given-names></string-name>, <string-name><surname>Yong</surname> <given-names>EL</given-names></string-name>, <string-name><surname>Chalmers</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Chang</surname> <given-names>L</given-names></string-name>, <string-name><surname>Resau</surname> <given-names>JH</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>YE</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>HE</given-names></string-name></person-group>. <article-title>Identification and mechanism of 10-carbon fatty acid as modulating ligand of peroxisome proliferator-activated receptors</article-title>. <source>J Biol Chem</source>. <year>2012</year> <month>Jan</month> 2;<volume>287</volume>(<issue>1</issue>):<fpage>183</fpage>–<lpage>195</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC3249069</pub-id></mixed-citation></ref>
<ref id="c4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Schopfer</surname> <given-names>FJ</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Baker</surname> <given-names>PRS</given-names></string-name>, <string-name><surname>Cui</surname> <given-names>T</given-names></string-name>, <string-name><surname>Garcia-Barrio</surname> <given-names>M</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>K</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>YE</given-names></string-name>, <string-name><surname>Freeman</surname> <given-names>BA</given-names></string-name></person-group>. <article-title>Nitrolinoleic acid: an endogenous peroxisome proliferator-activated receptor gamma ligand</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>2005</year> <month>Feb</month> 15;<volume>102</volume>(<issue>7</issue>):<fpage>2340</fpage>–<lpage>2345</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC548962</pub-id></mixed-citation></ref>
<ref id="c5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kliewer</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Sundseth</surname> <given-names>SS</given-names></string-name>, <string-name><surname>Jones</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Brown</surname> <given-names>PJ</given-names></string-name>, <string-name><surname>Wisely</surname> <given-names>GB</given-names></string-name>, <string-name><surname>Koble</surname> <given-names>CS</given-names></string-name>, <string-name><surname>Devchand</surname> <given-names>P</given-names></string-name>, <string-name><surname>Wahli</surname> <given-names>W</given-names></string-name>, <string-name><surname>Willson</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Lenhard</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Lehmann</surname> <given-names>JM</given-names></string-name></person-group>. <article-title>Fatty acids and eicosanoids regulate gene expression through direct interactions with peroxisome proliferator-activated receptors alpha and gamma</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>1997</year> <month>Apr</month> 29;<volume>94</volume>(<issue>9</issue>):<fpage>4318</fpage>–<lpage>4323</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC20720</pub-id></mixed-citation></ref>
<ref id="c6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kliewer</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Lenhard</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Willson</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Patel</surname> <given-names>I</given-names></string-name>, <string-name><surname>Morris</surname> <given-names>DC</given-names></string-name>, <string-name><surname>Lehmann</surname> <given-names>JM</given-names></string-name></person-group>. <article-title>A prostaglandin J2 metabolite binds peroxisome proliferator-activated receptor gamma and promotes adipocyte differentiation</article-title>. <source>Cell</source>. <year>1995</year> <month>Dec</month> 1;<volume>83</volume>(<issue>5</issue>):<fpage>813</fpage>–<lpage>819</lpage>. PMID: <pub-id pub-id-type="pmid">8521498</pub-id></mixed-citation></ref>
<ref id="c7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Waku</surname> <given-names>T</given-names></string-name>, <string-name><surname>Shiraki</surname> <given-names>T</given-names></string-name>, <string-name><surname>Oyama</surname> <given-names>T</given-names></string-name>, <string-name><surname>Fujimoto</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Maebara</surname> <given-names>K</given-names></string-name>, <string-name><surname>Kamiya</surname> <given-names>N</given-names></string-name>, <string-name><surname>Jingami</surname> <given-names>H</given-names></string-name>, <string-name><surname>Morikawa</surname> <given-names>K.</given-names></string-name></person-group> <article-title>Structural insight into PPARgamma activation through covalent modification with endogenous fatty acids</article-title>. <source>J Mol Biol</source>. <year>2009</year> <month>Jan</month> 9;<volume>385</volume>(<issue>1</issue>):<fpage>188</fpage>–<lpage>199</lpage>. PMID: <pub-id pub-id-type="pmid">18977231</pub-id></mixed-citation></ref>
<ref id="c8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>Mosure</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Bass</surname> <given-names>J</given-names></string-name>, <string-name><surname>Munoz-Tello</surname> <given-names>P</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>H</given-names></string-name>, <string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Tang</surname> <given-names>M</given-names></string-name>, <string-name><surname>Ge</surname> <given-names>Q</given-names></string-name>, <string-name><surname>Kamenekca</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Cooperative cobinding of synthetic and natural ligands to the nuclear receptor PPARγ</article-title>. <source>Elife</source>. <year>2018</year> <month>Dec</month> 21;<volume>7</volume>:<fpage>e43320.</fpage> PMCID: <pub-id pub-id-type="pmcid">PMC6317912</pub-id></mixed-citation></ref>
<ref id="c9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Johnson</surname> <given-names>BA</given-names></string-name>, <string-name><surname>Wilson</surname> <given-names>EM</given-names></string-name>, <string-name><surname>Li</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Moller</surname> <given-names>DE</given-names></string-name>, <string-name><surname>Smith</surname> <given-names>RG</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>G.</given-names></string-name></person-group> <article-title>Ligand-induced stabilization of PPARgamma monitored by NMR spectroscopy: implications for nuclear receptor activation</article-title>. <source>J Mol Biol</source>. <year>2000</year> <month>Apr</month> 28;<volume>298</volume>(<issue>2</issue>):<fpage>187</fpage>–<lpage>194</lpage>. PMID: <pub-id pub-id-type="pmid">10764590</pub-id></mixed-citation></ref>
<ref id="c10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Mosure</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Zheng</surname> <given-names>J</given-names></string-name>, <string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>Bass</surname> <given-names>J</given-names></string-name>, <string-name><surname>Nichols</surname> <given-names>A</given-names></string-name>, <string-name><surname>Solt</surname> <given-names>LA</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>A molecular switch regulating transcriptional repression and activation of PPARγ</article-title>. <source>Nat Commun</source>. <year>2020</year> <month>Feb</month> 19;<volume>11</volume>(<issue>1</issue>):<fpage>956</fpage>. PMCID: <pub-id pub-id-type="pmcid">PMC7031403</pub-id></mixed-citation></ref>
<ref id="c11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Chalmers</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Novick</surname> <given-names>S</given-names></string-name>, <string-name><surname>Kuruvilla</surname> <given-names>DS</given-names></string-name>, <string-name><surname>Chang</surname> <given-names>MR</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Rance</surname> <given-names>M</given-names></string-name>, <string-name><surname>Johnson</surname> <given-names>BA</given-names></string-name>, <string-name><surname>Burris</surname> <given-names>TP</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Ligand and receptor dynamics contribute to the mechanism of graded PPARγ agonism</article-title>. <source>Structure</source>. <year>2012</year> <month>Jan</month> 11;<volume>20</volume>(<issue>1</issue>):<fpage>139</fpage>–<lpage>150</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC3278220</pub-id></mixed-citation></ref>
<ref id="c12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Quantitative structural assessment of graded receptor agonism</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>2019</year> <month>Oct</month> 29;<volume>116</volume>(<issue>44</issue>):<fpage>22179</fpage>–<lpage>22188</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC6825269</pub-id></mixed-citation></ref>
<ref id="c13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Frkic</surname> <given-names>RL</given-names></string-name>, <string-name><surname>Pederick</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Horsfall</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Jovcevski</surname> <given-names>B</given-names></string-name>, <string-name><surname>Crame</surname> <given-names>EE</given-names></string-name>, <string-name><surname>Kowalczyk</surname> <given-names>W</given-names></string-name>, <string-name><surname>Pukala</surname> <given-names>TL</given-names></string-name>, <string-name><surname>Chang</surname> <given-names>MR</given-names></string-name>, <string-name><surname>Zheng</surname> <given-names>J</given-names></string-name>, <string-name><surname>Blayo</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Abell</surname> <given-names>AD</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Harbort</surname> <given-names>JS</given-names></string-name>, <string-name><surname>Harmer</surname> <given-names>JR</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Bruning</surname> <given-names>JB</given-names></string-name></person-group>. <article-title>PPARγ Corepression Involves Alternate Ligand Conformation and Inflation of H12 Ensembles</article-title>. <source>ACS Chem Biol</source>. <year>2023</year> <month>May</month> 19;<volume>18</volume>(<issue>5</issue>):<fpage>1115</fpage>–<lpage>1123</lpage>. PMID: <pub-id pub-id-type="pmid">37146157</pub-id></mixed-citation></ref>
<ref id="c14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Frkic</surname> <given-names>RL</given-names></string-name>, <string-name><surname>Marshall</surname> <given-names>AC</given-names></string-name>, <string-name><surname>Blayo</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Pukala</surname> <given-names>TL</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Bruning</surname> <given-names>JB</given-names></string-name></person-group>. <article-title>PPARγ in Complex with an Antagonist and Inverse Agonist: a Tumble and Trap Mechanism of the Activation Helix</article-title>. <source>iScience</source>. <year>2018</year> <month>Feb</month> 27;<volume>5</volume>:<fpage>69</fpage>–<lpage>79</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC6095676</pub-id></mixed-citation></ref>
<ref id="c15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Zheng</surname> <given-names>J</given-names></string-name>, <string-name><surname>Corzo</surname> <given-names>C</given-names></string-name>, <string-name><surname>Chang</surname> <given-names>MR</given-names></string-name>, <string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Lam</surname> <given-names>VQ</given-names></string-name>, <string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>Blayo</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Bruning</surname> <given-names>JB</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name></person-group>. <article-title>Chemical Crosslinking Mass Spectrometry Reveals the Conformational Landscape of the Activation Helix of PPARγ; a Model for Ligand-Dependent Antagonism</article-title>. <source>Structure</source>. <year>2018</year> <month>Nov</month> 6;<volume>26</volume>(<issue>11</issue>):<fpage>1431</fpage>–<lpage>1439.e6</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC6221991</pub-id></mixed-citation></ref>
<ref id="c16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Marciano</surname> <given-names>DP</given-names></string-name>, <string-name><surname>Kuruvilla</surname> <given-names>DS</given-names></string-name>, <string-name><surname>Boregowda</surname> <given-names>SV</given-names></string-name>, <string-name><surname>Asteian</surname> <given-names>A</given-names></string-name>, <string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Garcia-Ordonez</surname> <given-names>R</given-names></string-name>, <string-name><surname>Corzo</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Khan</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Novick</surname> <given-names>SJ</given-names></string-name>, <string-name><surname>Park</surname> <given-names>H</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name>, <string-name><surname>Phinney</surname> <given-names>DG</given-names></string-name>, <string-name><surname>Bruning</surname> <given-names>JB</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name></person-group>. <article-title>Pharmacological repression of PPARγ promotes osteogenesis</article-title>. <source>Nat Commun</source>. <year>2015</year> <month>Jun</month> 12;<volume>6</volume>:<fpage>7443</fpage>. PMCID: <pub-id pub-id-type="pmcid">PMC4471882</pub-id></mixed-citation></ref>
    <ref id="c17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lee</surname> <given-names>G</given-names></string-name>, <string-name><surname>Elwood</surname> <given-names>F</given-names></string-name>, <string-name><surname>McNally</surname> <given-names>J</given-names></string-name>, <string-name><surname>Weiszmann</surname> <given-names>J</given-names></string-name>, <string-name><surname>Lindstrom</surname> <given-names>M</given-names></string-name>, <string-name><surname>Amaral</surname> <given-names>K</given-names></string-name>, <string-name><surname>Nakamura</surname> <given-names>M</given-names></string-name>, <string-name><surname>Miao</surname> <given-names>S</given-names></string-name>, <string-name><surname>Cao</surname> <given-names>P</given-names></string-name>, <string-name><surname>Learned</surname> <given-names>RM</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Li</surname> <given-names>Y.</given-names></string-name></person-group> <article-title>T0070907, a selective ligand for peroxisome proliferator-activated receptor gamma, functions as an antagonist of biochemical and cellular activities</article-title>. <source>J Biol Chem</source>. <year>2002</year> <month>May</month> 31;<volume>277</volume>(<issue>22</issue>):<fpage>19649</fpage>–<lpage>19657</lpage>. <pub-id pub-id-type="pmid">11877444</pub-id></mixed-citation></ref>
<ref id="c18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Leesnitzer</surname> <given-names>LM</given-names></string-name>, <string-name><surname>Parks</surname> <given-names>DJ</given-names></string-name>, <string-name><surname>Bledsoe</surname> <given-names>RK</given-names></string-name>, <string-name><surname>Cobb</surname> <given-names>JE</given-names></string-name>, <string-name><surname>Collins</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Consler</surname> <given-names>TG</given-names></string-name>, <string-name><surname>Davis</surname> <given-names>RG</given-names></string-name>, <string-name><surname>Hull-Ryde</surname> <given-names>EA</given-names></string-name>, <string-name><surname>Lenhard</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Patel</surname> <given-names>L</given-names></string-name>, <string-name><surname>Plunket</surname> <given-names>KD</given-names></string-name>, <string-name><surname>Shenk</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Stimmel</surname> <given-names>JB</given-names></string-name>, <string-name><surname>Therapontos</surname> <given-names>C</given-names></string-name>, <string-name><surname>Willson</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Blanchard</surname> <given-names>SG</given-names></string-name></person-group>. <article-title>Functional consequences of cysteine modification in the ligand binding sites of peroxisome proliferator activated receptors by GW9662</article-title>. <source>Biochemistry</source>. <year>2002</year> <month>May</month> 28;<volume>41</volume>(<issue>21</issue>):<fpage>6640</fpage>–<lpage>6650</lpage>. PMID: <pub-id pub-id-type="pmid">12022867</pub-id></mixed-citation></ref>
<ref id="c19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Giri</surname> <given-names>PK</given-names></string-name>, <string-name><surname>de Vera</surname> <given-names>IMS</given-names></string-name>, <string-name><surname>Marciano</surname> <given-names>DP</given-names></string-name>, <string-name><surname>Kuruvilla</surname> <given-names>DS</given-names></string-name>, <string-name><surname>Shin</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Blayo</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Burris</surname> <given-names>TP</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>An alternate binding site for PPARγ ligands</article-title>. <source>Nat Commun</source>. <year>2014</year> <month>Apr</month> 7;<volume>5</volume>:<fpage>3571</fpage>. PMCID: <pub-id pub-id-type="pmcid">PMC4070320</pub-id></mixed-citation></ref>
<ref id="c20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>de Vera</surname> <given-names>IMS</given-names></string-name>, <string-name><surname>Fuhrmann</surname> <given-names>J</given-names></string-name>, <string-name><surname>Ruiz</surname> <given-names>C</given-names></string-name>, <string-name><surname>Cameron</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Probing the Complex Binding Modes of the PPARγ Partial Agonist 2-Chloro-N-(3-chloro-4-((5-chlorobenzo[d]thiazol-2-yl)thio)phenyl)-4-(trifluoromethyl)benzenesulfonamide (T2384) to Orthosteric and Allosteric Sites with NMR Spectroscopy</article-title>. <source>J Med Chem</source>. <year>2016</year> <month>Nov</month> 23;<volume>59</volume>(<issue>22</issue>):<fpage>10335</fpage>–<lpage>10341</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC5179221</pub-id></mixed-citation></ref>
<ref id="c21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>H</given-names></string-name>, <string-name><surname>Fuhrmann</surname> <given-names>J</given-names></string-name>, <string-name><surname>Asteian</surname> <given-names>A</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Modification of the Orthosteric PPARγ Covalent Antagonist Scaffold Yields an Improved Dual-Site Allosteric Inhibitor</article-title>. <source>ACS Chem Biol</source>. <year>2017</year> <month>Apr</month> 21;<volume>12</volume>(<issue>4</issue>):<fpage>969</fpage>–<lpage>978</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC5652320</pub-id></mixed-citation></ref>
<ref id="c22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Brust</surname> <given-names>R</given-names></string-name>, <string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Fuhrmann</surname> <given-names>J</given-names></string-name>, <string-name><surname>Mosure</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Bass</surname> <given-names>J</given-names></string-name>, <string-name><surname>Cano</surname> <given-names>A</given-names></string-name>, <string-name><surname>Heidari</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Chrisman</surname> <given-names>IM</given-names></string-name>, <string-name><surname>Nemetchek</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Blayo</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>A structural mechanism for directing corepressor-selective inverse agonism of PPARγ</article-title>. <source>Nat Commun</source>. <year>2018</year> <month>Nov</month> 8;<volume>9</volume>(<issue>1</issue>):<fpage>4687</fpage>. PMCID: <pub-id pub-id-type="pmcid">PMC6224492</pub-id></mixed-citation></ref>
<ref id="c23"><label>23.</label><mixed-citation publication-type="preprint"><person-group person-group-type="author"><string-name><surname>MacTavish</surname> <given-names>B</given-names></string-name>, <string-name><surname>Zhu</surname> <given-names>D</given-names></string-name>, <string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Shao</surname> <given-names>Q</given-names></string-name>, <string-name><surname>Yang</surname> <given-names>ZJ</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Ligand efficacy shifts a nuclear receptor conformational ensemble between transcriptionally active and repressive states [Internet]</article-title>. <source>bioRxiv</source>. <year>2024</year> doi:<pub-id pub-id-type="doi">10.1101/2024.04.23.590805</pub-id>.</mixed-citation></ref>
<ref id="c24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Irwin</surname> <given-names>S</given-names></string-name>, <string-name><surname>Karr</surname> <given-names>C</given-names></string-name>, <string-name><surname>Furman</surname> <given-names>C</given-names></string-name>, <string-name><surname>Tsai</surname> <given-names>J</given-names></string-name>, <string-name><surname>Gee</surname> <given-names>P</given-names></string-name>, <string-name><surname>Banka</surname> <given-names>D</given-names></string-name>, <string-name><surname>Wibowo</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Dementiev</surname> <given-names>AA</given-names></string-name>, <string-name><surname>O’Shea</surname> <given-names>M</given-names></string-name>, <string-name><surname>Yang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Lowe</surname> <given-names>J</given-names></string-name>, <string-name><surname>Mitchell</surname> <given-names>L</given-names></string-name>, <string-name><surname>Ruppel</surname> <given-names>S</given-names></string-name>, <string-name><surname>Fekkes</surname> <given-names>P</given-names></string-name>, <string-name><surname>Zhu</surname> <given-names>P</given-names></string-name>, <string-name><surname>Korpal</surname> <given-names>M</given-names></string-name>, <string-name><surname>Larsen</surname> <given-names>NA</given-names></string-name></person-group>. <article-title>Biochemical and structural basis for the pharmacological inhibition of nuclear hormone receptor PPARγ by inverse agonists</article-title>. <source>J Biol Chem</source>. <year>2022</year> <month>Nov</month>;<volume>298</volume>(<issue>11</issue>):<fpage>102539</fpage>. PMCID: <pub-id pub-id-type="pmcid">PMC9626935</pub-id></mixed-citation></ref>
<ref id="c25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Orsi</surname> <given-names>DL</given-names></string-name>, <string-name><surname>Pook</surname> <given-names>E</given-names></string-name>, <string-name><surname>Bräuer</surname> <given-names>N</given-names></string-name>, <string-name><surname>Friberg</surname> <given-names>A</given-names></string-name>, <string-name><surname>Lienau</surname> <given-names>P</given-names></string-name>, <string-name><surname>Lemke</surname> <given-names>CT</given-names></string-name>, <string-name><surname>Stellfeld</surname> <given-names>T</given-names></string-name>, <string-name><surname>Brüggemeier</surname> <given-names>U</given-names></string-name>, <string-name><surname>Pütter</surname> <given-names>V</given-names></string-name>, <string-name><surname>Meyer</surname> <given-names>H</given-names></string-name>, <string-name><surname>Baco</surname> <given-names>M</given-names></string-name>, <string-name><surname>Tang</surname> <given-names>S</given-names></string-name>, <string-name><surname>Cherniack</surname> <given-names>AD</given-names></string-name>, <string-name><surname>Westlake</surname> <given-names>L</given-names></string-name>, <string-name><surname>Bender</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Kocak</surname> <given-names>M</given-names></string-name>, <string-name><surname>Strathdee</surname> <given-names>CA</given-names></string-name>, <string-name><surname>Meyerson</surname> <given-names>M</given-names></string-name>, <string-name><surname>Eis</surname> <given-names>K</given-names></string-name>, <string-name><surname>Goldstein</surname> <given-names>JT</given-names></string-name></person-group>. <article-title>Discovery and Structure-Based Design of Potent Covalent PPARγ Inverse-Agonists BAY-4931 and BAY-0069</article-title>. <source>J Med Chem</source>. <year>2022</year> <month>Nov</month> 10;<volume>65</volume>(<issue>21</issue>):<fpage>14843</fpage>–<lpage>14863</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC9662185</pub-id></mixed-citation></ref>
<ref id="c26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name></person-group>. <article-title>Structural mechanism underlying ligand binding and activation of PPARγ</article-title>. <source>Structure</source>. <year>2021</year> <month>Sep</month> 2;<volume>29</volume>(<issue>9</issue>):<fpage>940</fpage>–<lpage>950.e4</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC8418994</pub-id></mixed-citation></ref>
<ref id="c27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Arifi</surname> <given-names>S</given-names></string-name>, <string-name><surname>Marschner</surname> <given-names>JA</given-names></string-name>, <string-name><surname>Pollinger</surname> <given-names>J</given-names></string-name>, <string-name><surname>Isigkeit</surname> <given-names>L</given-names></string-name>, <string-name><surname>Heitel</surname> <given-names>P</given-names></string-name>, <string-name><surname>Kaiser</surname> <given-names>A</given-names></string-name>, <string-name><surname>Obeser</surname> <given-names>L</given-names></string-name>, <string-name><surname>Höfner</surname> <given-names>G</given-names></string-name>, <string-name><surname>Proschak</surname> <given-names>E</given-names></string-name>, <string-name><surname>Knapp</surname> <given-names>S</given-names></string-name>, <string-name><surname>Chaikuad</surname> <given-names>A</given-names></string-name>, <string-name><surname>Heering</surname> <given-names>J</given-names></string-name>, <string-name><surname>Merk</surname> <given-names>D.</given-names></string-name></person-group> <article-title>Targeting the Alternative Vitamin E Metabolite Binding Site Enables Noncanonical PPARγ Modulation</article-title>. <source>J Am Chem Soc</source>. <year>2023</year> <month>Jul</month> 12;<volume>145</volume>(<issue>27</issue>):<fpage>14802</fpage>–<lpage>14810</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC10347545</pub-id></mixed-citation></ref>
<ref id="c28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Jang</surname> <given-names>JY</given-names></string-name>, <string-name><surname>Koh</surname> <given-names>M</given-names></string-name>, <string-name><surname>Bae</surname> <given-names>H</given-names></string-name>, <string-name><surname>An</surname> <given-names>DR</given-names></string-name>, <string-name><surname>Im</surname> <given-names>HN</given-names></string-name>, <string-name><surname>Kim</surname> <given-names>HS</given-names></string-name>, <string-name><surname>Yoon</surname> <given-names>JY</given-names></string-name>, <string-name><surname>Yoon</surname> <given-names>HJ</given-names></string-name>, <string-name><surname>Han</surname> <given-names>BW</given-names></string-name>, <string-name><surname>Park</surname> <given-names>SB</given-names></string-name>, <string-name><surname>Suh</surname> <given-names>SW</given-names></string-name></person-group>. <article-title>Structural basis for differential activities of enantiomeric PPARγ agonists: Binding of S35 to the alternate site</article-title>. <source>Biochim Biophys Acta: Proteins Proteomics</source>. <year>2017</year> <month>Jun</month>;<volume>1865</volume>(<issue>6</issue>):<fpage>674</fpage>–<lpage>681</lpage>. PMID: <pub-id pub-id-type="pmid">28342850</pub-id></mixed-citation></ref>
<ref id="c29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Laghezza</surname> <given-names>A</given-names></string-name>, <string-name><surname>Piemontese</surname> <given-names>L</given-names></string-name>, <string-name><surname>Cerchia</surname> <given-names>C</given-names></string-name>, <string-name><surname>Montanari</surname> <given-names>R</given-names></string-name>, <string-name><surname>Capelli</surname> <given-names>D</given-names></string-name>, <string-name><surname>Giudici</surname> <given-names>M</given-names></string-name>, <string-name><surname>Crestani</surname> <given-names>M</given-names></string-name>, <string-name><surname>Tortorella</surname> <given-names>P</given-names></string-name>, <string-name><surname>Peiretti</surname> <given-names>F</given-names></string-name>, <string-name><surname>Pochetti</surname> <given-names>G</given-names></string-name>, <string-name><surname>Lavecchia</surname> <given-names>A</given-names></string-name>, <string-name><surname>Loiodice</surname> <given-names>F.</given-names></string-name></person-group> <article-title>Identification of the First PPARα/γ Dual Agonist Able To Bind to Canonical and Alternative Sites of PPARγ and To Inhibit Its Cdk5-Mediated Phosphorylation</article-title>. <source>J Med Chem</source>. <year>2018</year> <month>Sep</month> 27;<volume>61</volume>(<issue>18</issue>):<fpage>8282</fpage>–<lpage>8298</lpage>. PMID: <pub-id pub-id-type="pmid">30199253</pub-id></mixed-citation></ref>
<ref id="c30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Leijten-van de Gevel</surname> <given-names>IA</given-names></string-name>, <string-name><surname>van Herk</surname> <given-names>KHN</given-names></string-name>, <string-name><surname>de Vries</surname> <given-names>RMJM</given-names></string-name>, <string-name><surname>Ottenheym</surname> <given-names>NJ</given-names></string-name>, <string-name><surname>Ottmann</surname> <given-names>C</given-names></string-name>, <string-name><surname>Brunsveld</surname> <given-names>L.</given-names></string-name></person-group> <article-title>Indazole MRL-871 interacts with PPARγ via a binding mode that induces partial agonism</article-title>. <source>Bioorg Med Chem</source>. <year>2022</year> <month>Aug</month> 15;<volume>68</volume>:<fpage>116877</fpage>. PMID: <pub-id pub-id-type="pmid">35714534</pub-id></mixed-citation></ref>
<ref id="c31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Choi</surname> <given-names>JH</given-names></string-name>, <string-name><surname>Banks</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Busby</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Chalmers</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Kumar</surname> <given-names>N</given-names></string-name>, <string-name><surname>Kuruvilla</surname> <given-names>DS</given-names></string-name>, <string-name><surname>Shin</surname> <given-names>Y</given-names></string-name>, <string-name><surname>He</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Bruning</surname> <given-names>JB</given-names></string-name>, <string-name><surname>Marciano</surname> <given-names>DP</given-names></string-name>, <string-name><surname>Cameron</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Laznik</surname> <given-names>D</given-names></string-name>, <string-name><surname>Jurczak</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Schürer</surname> <given-names>SC</given-names></string-name>, <string-name><surname>Vidović</surname> <given-names>D</given-names></string-name>, <string-name><surname>Shulman</surname> <given-names>GI</given-names></string-name>, <string-name><surname>Spiegelman</surname> <given-names>BM</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name></person-group>. <article-title>Antidiabetic actions of a non-agonist PPARγ ligand blocking Cdk5-mediated phosphorylation</article-title>. <source>Nature</source>. <year>2011</year> <month>Sep</month> 4;<volume>477</volume>(<issue>7365</issue>):<fpage>477</fpage>–<lpage>481</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC3179551</pub-id></mixed-citation></ref>
<ref id="c32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Berger</surname> <given-names>JP</given-names></string-name>, <string-name><surname>Petro</surname> <given-names>AE</given-names></string-name>, <string-name><surname>Macnaul</surname> <given-names>KL</given-names></string-name>, <string-name><surname>Kelly</surname> <given-names>LJ</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>BB</given-names></string-name>, <string-name><surname>Richards</surname> <given-names>K</given-names></string-name>, <string-name><surname>Elbrecht</surname> <given-names>A</given-names></string-name>, <string-name><surname>Johnson</surname> <given-names>BA</given-names></string-name>, <string-name><surname>Zhou</surname> <given-names>G</given-names></string-name>, <string-name><surname>Doebber</surname> <given-names>TW</given-names></string-name>, <string-name><surname>Biswas</surname> <given-names>C</given-names></string-name>, <string-name><surname>Parikh</surname> <given-names>M</given-names></string-name>, <string-name><surname>Sharma</surname> <given-names>N</given-names></string-name>, <string-name><surname>Tanen</surname> <given-names>MR</given-names></string-name>, <string-name><surname>Thompson</surname> <given-names>GM</given-names></string-name>, <string-name><surname>Ventre</surname> <given-names>J</given-names></string-name>, <string-name><surname>Adams</surname> <given-names>AD</given-names></string-name>, <string-name><surname>Mosley</surname> <given-names>R</given-names></string-name>, <string-name><surname>Surwit</surname> <given-names>RS</given-names></string-name>, <string-name><surname>Moller</surname> <given-names>DE</given-names></string-name></person-group>. <article-title>Distinct properties and advantages of a novel peroxisome proliferator-activated protein [gamma] selective modulator</article-title>. <source>Mol Endocrinol</source>. <year>2003</year> <month>Apr</month>;<volume>17</volume>(<issue>4</issue>):<fpage>662</fpage>–<lpage>676</lpage>. PMID: <pub-id pub-id-type="pmid">12554792</pub-id></mixed-citation></ref>
<ref id="c33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ostberg</surname> <given-names>T</given-names></string-name>, <string-name><surname>Svensson</surname> <given-names>S</given-names></string-name>, <string-name><surname>Selén</surname> <given-names>G</given-names></string-name>, <string-name><surname>Uppenberg</surname> <given-names>J</given-names></string-name>, <string-name><surname>Thor</surname> <given-names>M</given-names></string-name>, <string-name><surname>Sundbom</surname> <given-names>M</given-names></string-name>, <string-name><surname>Sydow-Bäckman</surname> <given-names>M</given-names></string-name>, <string-name><surname>Gustavsson</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Jendeberg</surname> <given-names>L.</given-names></string-name></person-group> <article-title>A new class of peroxisome proliferator-activated receptor agonists with a novel binding epitope shows antidiabetic effects</article-title>. <source>J Biol Chem</source>. <year>2004</year> <month>Sep</month> 24;<volume>279</volume>(<issue>39</issue>):<fpage>41124</fpage>–<lpage>41130</lpage>. PMID: <pub-id pub-id-type="pmid">15258145</pub-id></mixed-citation></ref>
<ref id="c34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Acton</surname> <given-names>JJ</given-names> <suffix>3rd</suffix></string-name>, <string-name><surname>Black</surname> <given-names>RM</given-names></string-name>, <string-name><surname>Jones</surname> <given-names>AB</given-names></string-name>, <string-name><surname>Moller</surname> <given-names>DE</given-names></string-name>, <string-name><surname>Colwell</surname> <given-names>L</given-names></string-name>, <string-name><surname>Doebber</surname> <given-names>TW</given-names></string-name>, <string-name><surname>Macnaul</surname> <given-names>KL</given-names></string-name>, <string-name><surname>Berger</surname> <given-names>J</given-names></string-name>, <string-name><surname>Wood</surname> <given-names>HB</given-names></string-name></person-group>. <article-title>Benzoyl 2-methyl indoles as selective PPARgamma modulators</article-title>. <source>Bioorg Med Chem Lett</source>. <year>2005</year> <month>Jan</month> 17;<volume>15</volume>(<issue>2</issue>):<fpage>357</fpage>–<lpage>362</lpage>. PMID: <pub-id pub-id-type="pmid">15603954</pub-id></mixed-citation></ref>
<ref id="c35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ge</surname> <given-names>K</given-names></string-name>, <string-name><surname>Guermah</surname> <given-names>M</given-names></string-name>, <string-name><surname>Yuan</surname> <given-names>CX</given-names></string-name>, <string-name><surname>Ito</surname> <given-names>M</given-names></string-name>, <string-name><surname>Wallberg</surname> <given-names>AE</given-names></string-name>, <string-name><surname>Spiegelman</surname> <given-names>BM</given-names></string-name>, <string-name><surname>Roeder</surname> <given-names>RG</given-names></string-name></person-group>. <article-title>Transcription coactivator TRAP220 is required for PPAR gamma 2-stimulated adipogenesis</article-title>. <source>Nature</source>. <year>2002</year> <month>May</month> 30;<volume>417</volume>(<issue>6888</issue>):<fpage>563</fpage>–<lpage>567</lpage>. PMID: <pub-id pub-id-type="pmid">12037571</pub-id></mixed-citation></ref>
<ref id="c36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Yu</surname> <given-names>C</given-names></string-name>, <string-name><surname>Markan</surname> <given-names>K</given-names></string-name>, <string-name><surname>Temple</surname> <given-names>KA</given-names></string-name>, <string-name><surname>Deplewski</surname> <given-names>D</given-names></string-name>, <string-name><surname>Brady</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Cohen</surname> <given-names>RN</given-names></string-name></person-group>. <article-title>The nuclear receptor corepressors NCoR and SMRT decrease peroxisome proliferator-activated receptor gamma transcriptional activity and repress 3T3-L1 adipogenesis</article-title>. <source>J Biol Chem</source>. <year>2005</year> <month>Apr</month> 8;<volume>280</volume>(<issue>14</issue>):<fpage>13600</fpage>–<lpage>13605</lpage>. PMID: <pub-id pub-id-type="pmid">15691842</pub-id></mixed-citation></ref>
<ref id="c37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Nolte</surname> <given-names>RT</given-names></string-name>, <string-name><surname>Wisely</surname> <given-names>GB</given-names></string-name>, <string-name><surname>Westin</surname> <given-names>S</given-names></string-name>, <string-name><surname>Cobb</surname> <given-names>JE</given-names></string-name>, <string-name><surname>Lambert</surname> <given-names>MH</given-names></string-name>, <string-name><surname>Kurokawa</surname> <given-names>R</given-names></string-name>, <string-name><surname>Rosenfeld</surname> <given-names>MG</given-names></string-name>, <string-name><surname>Willson</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Glass</surname> <given-names>CK</given-names></string-name>, <string-name><surname>Milburn</surname> <given-names>MV</given-names></string-name></person-group>. <article-title>Ligand binding and co-activator assembly of the peroxisome proliferator-activated receptor-gamma</article-title>. <source>Nature</source>. <year>1998</year> <month>Sep</month> 10;<volume>395</volume>(<issue>6698</issue>):<fpage>137</fpage>–<lpage>143</lpage>. PMID: <pub-id pub-id-type="pmid">9744270</pub-id></mixed-citation></ref>
<ref id="c38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bruning</surname> <given-names>JB</given-names></string-name>, <string-name><surname>Chalmers</surname> <given-names>MJ</given-names></string-name>, <string-name><surname>Prasad</surname> <given-names>S</given-names></string-name>, <string-name><surname>Busby</surname> <given-names>SA</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>He</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Nettles</surname> <given-names>KW</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name></person-group>. <article-title>Partial agonists activate PPARgamma using a helix 12 independent mechanism</article-title>. <source>Structure</source>. <year>2007</year> <month>Oct</month>;<volume>15</volume>(<issue>10</issue>):<fpage>1258</fpage>–<lpage>1271</lpage>. PMID: <pub-id pub-id-type="pmid">17937915</pub-id></mixed-citation></ref>
<ref id="c39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bae</surname> <given-names>H</given-names></string-name>, <string-name><surname>Jang</surname> <given-names>JY</given-names></string-name>, <string-name><surname>Choi</surname> <given-names>SS</given-names></string-name>, <string-name><surname>Lee</surname> <given-names>JJ</given-names></string-name>, <string-name><surname>Kim</surname> <given-names>H</given-names></string-name>, <string-name><surname>Jo</surname> <given-names>A</given-names></string-name>, <string-name><surname>Lee</surname> <given-names>KJ</given-names></string-name>, <string-name><surname>Choi</surname> <given-names>JH</given-names></string-name>, <string-name><surname>Suh</surname> <given-names>SW</given-names></string-name>, <string-name><surname>Park</surname> <given-names>SB</given-names></string-name></person-group>. <article-title>Mechanistic elucidation guided by covalent inhibitors for the development of anti-diabetic PPARγ ligands</article-title>. <source>Chem Sci</source>. <year>2016</year> <month>Aug</month> 1;<volume>7</volume>(<issue>8</issue>):<fpage>5523</fpage>–<lpage>5529</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC6021786</pub-id></mixed-citation></ref>
<ref id="c40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chrisman</surname> <given-names>IM</given-names></string-name>, <string-name><surname>Nemetchek</surname> <given-names>MD</given-names></string-name>, <string-name><surname>de Vera</surname> <given-names>IMS</given-names></string-name>, <string-name><surname>Shang</surname> <given-names>J</given-names></string-name>, <string-name><surname>Heidari</surname> <given-names>Z</given-names></string-name>, <string-name><surname>Long</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Reyes-Caballero</surname> <given-names>H</given-names></string-name>, <string-name><surname>Galindo-Murillo</surname> <given-names>R</given-names></string-name>, <string-name><surname>Cheatham</surname> <given-names>TE</given-names> <suffix>3rd</suffix></string-name>, <string-name><surname>Blayo</surname> <given-names>AL</given-names></string-name>, <string-name><surname>Shin</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Fuhrmann</surname> <given-names>J</given-names></string-name>, <string-name><surname>Griffin</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Kamenecka</surname> <given-names>TM</given-names></string-name>, <string-name><surname>Kojetin</surname> <given-names>DJ</given-names></string-name>, <string-name><surname>Hughes</surname> <given-names>TS</given-names></string-name></person-group>. <article-title>Defining a conformational ensemble that directs activation of PPARγ</article-title>. <source>Nat Commun</source>. <year>2018</year> <month>May</month> 4;<volume>9</volume>(<issue>1</issue>):<fpage>1794</fpage>. PMCID: <pub-id pub-id-type="pmcid">PMC5935666</pub-id></mixed-citation></ref>
<ref id="c41"><label>41.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Agirre</surname> <given-names>J</given-names></string-name>, <string-name><surname>Atanasova</surname> <given-names>M</given-names></string-name>, <string-name><surname>Bagdonas</surname> <given-names>H</given-names></string-name>, <string-name><surname>Ballard</surname> <given-names>CB</given-names></string-name>, <string-name><surname>Baslé</surname> <given-names>A</given-names></string-name>, <string-name><surname>Beilsten-Edmands</surname> <given-names>J</given-names></string-name>, <string-name><surname>Borges</surname> <given-names>RJ</given-names></string-name>, <string-name><surname>Brown</surname> <given-names>DG</given-names></string-name>, <string-name><surname>Burgos-Mármol</surname> <given-names>JJ</given-names></string-name>, <string-name><surname>Berrisford</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Bond</surname> <given-names>PS</given-names></string-name>, <string-name><surname>Caballero</surname> <given-names>I</given-names></string-name>, <string-name><surname>Catapano</surname> <given-names>L</given-names></string-name>, <string-name><surname>Chojnowski</surname> <given-names>G</given-names></string-name>, <string-name><surname>Cook</surname> <given-names>AG</given-names></string-name>, <string-name><surname>Cowtan</surname> <given-names>KD</given-names></string-name>, <string-name><surname>Croll</surname> <given-names>TI</given-names></string-name>, <string-name><surname>Debreczeni</surname> <given-names>JÉ</given-names></string-name>, <string-name><surname>Devenish</surname> <given-names>NE</given-names></string-name>, <string-name><surname>Dodson</surname> <given-names>EJ</given-names></string-name>, <string-name><surname>Drevon</surname> <given-names>TR</given-names></string-name>, <string-name><surname>Emsley</surname> <given-names>P</given-names></string-name>, <string-name><surname>Evans</surname> <given-names>G</given-names></string-name>, <string-name><surname>Evans</surname> <given-names>PR</given-names></string-name>, <string-name><surname>Fando</surname> <given-names>M</given-names></string-name>, <string-name><surname>Foadi</surname> <given-names>J</given-names></string-name>, <string-name><surname>Fuentes-Montero</surname> <given-names>L</given-names></string-name>, <string-name><surname>Garman</surname> <given-names>EF</given-names></string-name>, <string-name><surname>Gerstel</surname> <given-names>M</given-names></string-name>, <string-name><surname>Gildea</surname> <given-names>RJ</given-names></string-name>, <string-name><surname>Hatti</surname> <given-names>K</given-names></string-name>, <string-name><surname>Hekkelman</surname> <given-names>ML</given-names></string-name>, <string-name><surname>Heuser</surname> <given-names>P</given-names></string-name>, <string-name><surname>Hoh</surname> <given-names>SW</given-names></string-name>, <string-name><surname>Hough</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Jenkins</surname> <given-names>HT</given-names></string-name>, <string-name><surname>Jiménez</surname> <given-names>E</given-names></string-name>, <string-name><surname>Joosten</surname> <given-names>RP</given-names></string-name>, <string-name><surname>Keegan</surname> <given-names>RM</given-names></string-name>, <string-name><surname>Keep</surname> <given-names>N</given-names></string-name>, <string-name><surname>Krissinel</surname> <given-names>EB</given-names></string-name>, <string-name><surname>Kolenko</surname> <given-names>P</given-names></string-name>, <string-name><surname>Kovalevskiy</surname> <given-names>O</given-names></string-name>, <string-name><surname>Lamzin</surname> <given-names>VS</given-names></string-name>, <string-name><surname>Lawson</surname> <given-names>DM</given-names></string-name>, <string-name><surname>Lebedev</surname> <given-names>AA</given-names></string-name>, <string-name><surname>Leslie</surname> <given-names>AGW</given-names></string-name>, <string-name><surname>Lohkamp</surname> <given-names>B</given-names></string-name>, <string-name><surname>Long</surname> <given-names>F</given-names></string-name>, <string-name><surname>Malý</surname> <given-names>M</given-names></string-name>, <string-name><surname>McCoy</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>McNicholas</surname> <given-names>SJ</given-names></string-name>, <string-name><surname>Medina</surname> <given-names>A</given-names></string-name>, <string-name><surname>Millán</surname> <given-names>C</given-names></string-name>, <string-name><surname>Murray</surname> <given-names>JW</given-names></string-name>, <string-name><surname>Murshudov</surname> <given-names>GN</given-names></string-name>, <string-name><surname>Nicholls</surname> <given-names>RA</given-names></string-name>, <string-name><surname>Noble</surname> <given-names>MEM</given-names></string-name>, <string-name><surname>Oeffner</surname> <given-names>R</given-names></string-name>, <string-name><surname>Pannu</surname> <given-names>NS</given-names></string-name>, <string-name><surname>Parkhurst</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Pearce</surname> <given-names>N</given-names></string-name>, <string-name><surname>Pereira</surname> <given-names>J</given-names></string-name>, <string-name><surname>Perrakis</surname> <given-names>A</given-names></string-name>, <string-name><surname>Powell</surname> <given-names>HR</given-names></string-name>, <string-name><surname>Read</surname> <given-names>RJ</given-names></string-name>, <string-name><surname>Rigden</surname> <given-names>DJ</given-names></string-name>, <string-name><surname>Rochira</surname> <given-names>W</given-names></string-name>, <string-name><surname>Sammito</surname> <given-names>M</given-names></string-name>, <string-name><surname>Sánchez Rodríguez</surname> <given-names>F</given-names></string-name>, <string-name><surname>Sheldrick</surname> <given-names>GM</given-names></string-name>, <string-name><surname>Shelley</surname> <given-names>KL</given-names></string-name>, <string-name><surname>Simkovic</surname> <given-names>F</given-names></string-name>, <string-name><surname>Simpkin</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Skubak</surname> <given-names>P</given-names></string-name>, <string-name><surname>Sobolev</surname> <given-names>E</given-names></string-name>, <string-name><surname>Steiner</surname> <given-names>RA</given-names></string-name>, <string-name><surname>Stevenson</surname> <given-names>K</given-names></string-name>, <string-name><surname>Tews</surname> <given-names>I</given-names></string-name>, <string-name><surname>Thomas</surname> <given-names>JMH</given-names></string-name>, <string-name><surname>Thorn</surname> <given-names>A</given-names></string-name>, <string-name><surname>Valls</surname> <given-names>JT</given-names></string-name>, <string-name><surname>Uski</surname> <given-names>V</given-names></string-name>, <string-name><surname>Usón</surname> <given-names>I</given-names></string-name>, <string-name><surname>Vagin</surname> <given-names>A</given-names></string-name>, <string-name><surname>Velankar</surname> <given-names>S</given-names></string-name>, <string-name><surname>Vollmar</surname> <given-names>M</given-names></string-name>, <string-name><surname>Walden</surname> <given-names>H</given-names></string-name>, <string-name><surname>Waterman</surname> <given-names>D</given-names></string-name>, <string-name><surname>Wilson</surname> <given-names>KS</given-names></string-name>, <string-name><surname>Winn</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Winter</surname> <given-names>G</given-names></string-name>, <string-name><surname>Wojdyr</surname> <given-names>M</given-names></string-name>, <string-name><surname>Yamashita</surname> <given-names>K.</given-names></string-name></person-group> <article-title>The CCP4 suite: integrative software for macromolecular crystallography</article-title>. <source>Acta Crystallogr D Struct Biol</source>. <year>2023</year> <month>Jun</month> 1;<volume>79</volume>(<issue>Pt 6</issue>):<fpage>449</fpage>–<lpage>461</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC10233625</pub-id></mixed-citation></ref>
<ref id="c42"><label>42.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>McCoy</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Grosse-Kunstleve</surname> <given-names>RW</given-names></string-name>, <string-name><surname>Adams</surname> <given-names>PD</given-names></string-name>, <string-name><surname>Winn</surname> <given-names>MD</given-names></string-name>, <string-name><surname>Storoni</surname> <given-names>LC</given-names></string-name>, <string-name><surname>Read</surname> <given-names>RJ</given-names></string-name></person-group>. <article-title>Phaser crystallographic software</article-title>. <source>J Appl Crystallogr</source>. <year>2007</year> <month>Aug</month> 1;<volume>40</volume>(<issue>Pt 4</issue>):<fpage>658</fpage>–<lpage>674</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC2483472</pub-id></mixed-citation></ref>
<ref id="c43"><label>43.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Adams</surname> <given-names>PD</given-names></string-name>, <string-name><surname>Afonine</surname> <given-names>PV</given-names></string-name>, <string-name><surname>Bunkóczi</surname> <given-names>G</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>VB</given-names></string-name>, <string-name><surname>Davis</surname> <given-names>IW</given-names></string-name>, <string-name><surname>Echols</surname> <given-names>N</given-names></string-name>, <string-name><surname>Headd</surname> <given-names>JJ</given-names></string-name>, <string-name><surname>Hung</surname> <given-names>LW</given-names></string-name>, <string-name><surname>Kapral</surname> <given-names>GJ</given-names></string-name>, <string-name><surname>Grosse-Kunstleve</surname> <given-names>RW</given-names></string-name>, <string-name><surname>McCoy</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Moriarty</surname> <given-names>NW</given-names></string-name>, <string-name><surname>Oeffner</surname> <given-names>R</given-names></string-name>, <string-name><surname>Read</surname> <given-names>RJ</given-names></string-name>, <string-name><surname>Richardson</surname> <given-names>DC</given-names></string-name>, <string-name><surname>Richardson</surname> <given-names>JS</given-names></string-name>, <string-name><surname>Terwilliger</surname> <given-names>TC</given-names></string-name>, <string-name><surname>Zwart</surname> <given-names>PH</given-names></string-name></person-group>. <article-title>PHENIX: a comprehensive Python-based system for macromolecular structure solution</article-title>. <source>Acta Crystallogr D Biol Crystallogr</source>. <year>2010</year> <month>Feb</month>;<volume>66</volume>(<issue>Pt 2</issue>):<fpage>213</fpage>–<lpage>221</lpage>. PMCID: <pub-id pub-id-type="pmcid">PMC2815670</pub-id></mixed-citation></ref>
<ref id="c44"><label>44.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Emsley</surname> <given-names>P</given-names></string-name>, <string-name><surname>Cowtan</surname> <given-names>K.</given-names></string-name></person-group> <article-title>Coot: model-building tools for molecular graphics</article-title>. <source>Acta Crystallogr D Biol Crystallogr</source>. <year>2004</year> <month>Dec</month>;<volume>60</volume>(<issue>Pt 12 Pt 1</issue>):<fpage>2126</fpage>–<lpage>2132</lpage>. PMID: <pub-id pub-id-type="pmid">15572765</pub-id></mixed-citation></ref>
<ref id="c45"><label>45.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Johnson</surname> <given-names>BA</given-names></string-name></person-group>. <article-title>From Raw Data to Protein Backbone Chemical Shifts Using NMRFx Processing and NMRViewJ Analysis</article-title>. <source>Methods Mol Biol</source>. <year>2018</year>;<volume>1688</volume>:<fpage>257</fpage>–<lpage>310</lpage>. PMID: <pub-id pub-id-type="pmid">29151214</pub-id></mixed-citation></ref>
<ref id="c46"><label>46.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Williamson</surname> <given-names>MP</given-names></string-name></person-group>. <article-title>Using chemical shift perturbation to characterise ligand binding</article-title>. <source>Prog Nucl Magn Reson Spectrosc</source>. <year>2013</year>;<volume>73</volume>:<fpage>1</fpage>–<lpage>16</lpage>. PMID: <pub-id pub-id-type="pmid">23962882</pub-id></mixed-citation></ref>
</ref-list>
</back>
<sub-article id="sa0" article-type="editor-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.99782.2.sa3</article-id>
<title-group>
<article-title>eLife Assessment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Roche</surname>
<given-names>Julien</given-names>
</name>
<role specific-use="editor">Reviewing Editor</role>
<aff>
<institution-wrap>
<institution>Iowa State University</institution>
</institution-wrap>
<city>Ames</city>
<country>United States of America</country>
</aff>
</contrib>
</contrib-group>
<kwd-group kwd-group-type="evidence-strength">
<kwd>Compelling</kwd>
</kwd-group>
<kwd-group kwd-group-type="claim-importance">
<kwd>Landmark</kwd>
</kwd-group>
</front-stub>
<body>
<p>This <bold>landmark</bold> study elucidates the intricate structural mechanisms by which both covalent and non-covalent synthetic ligands can co-occupy the binding pocket of the nuclear receptor transcription factor PPARγ. Through a <bold>compelling</bold> integration of structural, biochemical, and biophysical evidence, the authors challenge the reliability of two commonly used covalent inhibitors. These findings have far-reaching implications for the broader field of nuclear receptor research. This work will be of high interest to structural biologists and biochemists exploring ligand interactions within the nuclear receptor superfamily.</p>
</body>
</sub-article>
<sub-article id="sa1" article-type="referee-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.99782.2.sa2</article-id>
<title-group>
<article-title>Reviewer #1 (Public review):</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<anonymous/>
<role specific-use="referee">Reviewer</role>
</contrib>
</contrib-group>
</front-stub>
<body>
<p>Summary:</p>
<p>PPARgamma is a nuclear receptor that binds to orthosteric ligands to coordinate transcriptional programs that are critical for adipocyte biogenesis and insulin sensitivity. Consequently, it is a critical therapeutic target for many diseases but especially diabetes. The malleable nature and promiscuity of the PPARgamma orthosteric ligand binding pocket has confounded the development of improved therapeutic modulators. Covalent inhibitors have been developed but they show unanticipated mechanisms of action depending on which orthosteric ligands are present. In this work, Shang and Kojetin present a compelling and comprehensive structural, biochemical, and biophysical analysis that shows how covalent and noncovalent ligands can co-occupy the PPARgamma ligand binding pocket to elicit distinctive preferences of coactivator and corepressor proteins. Importantly, this work shows how the covalent inhibitors GW9662 and T0070907 may be unreliable tools as pan-PPARgamma inhibitors despite their wide-spread use.</p>
<p>Strengths:</p>
<p>- Highly detailed structure and functional analyses provide a comprehensive structure-based hypothesis for the relationship between PPARgamma ligand binding domain co-occupancy and allosteric mechanisms of action.</p>
<p>
- Multiple orthogonal approaches are used to provide high resolution information on ligand binding poses and protein dynamics.</p>
<p>
- The large number of x-ray crystal structures solved for this manuscript should be applauded along with their rigorous validation and interpretation.</p>
</body>
</sub-article>
<sub-article id="sa2" article-type="referee-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.99782.2.sa1</article-id>
<title-group>
<article-title>Reviewer #2 (Public review):</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<anonymous/>
<role specific-use="referee">Reviewer</role>
</contrib>
</contrib-group>
</front-stub>
<body>
<p>Summary:</p>
<p>The flexibility of the ligand binding domain (LBD) of NRs allows various modes of ligand binding leading to various cellular outcomes. In the case of PPARγ, it's known that two ligands can cobind to the receptor. However, whether a covalent inhibitor functions by blocking the binding of a non-covalent ligand, or cobind in a manner that weakens the binding of a non-covalent ligand remains unclear. In this study, the authors first used TR-FRET and NMR to demonstrate that covalent inhibitors (such as GW9662 and T0070907) weaken but do not prevent non-covalent synthetic ligands from binding, likely via an allosteric mechanism. The AF-2 helix can exchange between active and repressive conformations, and covalent inhibitors shift the conformation toward a transcriptionally repressive one to reduce orthosteric binding of the non-covalent ligands. By co-crystal studies, the authors further reveal the structural details of various non-covalent ligand binding mechanisms in a ligand specific manner (e.g., an alternate binding site, or a new orthosteric binding mode by alerting covalent ligand binding pose).</p>
<p>Strengths:</p>
<p>The biochemical and biophysical evidence as presented is strong and convincing.</p>
<p>Additional comments:</p>
<p>The co-crystal studies were performed by soaking a non-covalent ligand to LBD pre-crystalized with a covalent inhibitor. Since the covalent inhibitors would shift the LBD toward transcriptionally repressive conformation which reduces orthosteric binding of non-covalent ligands, one might ask if the sequence was reversed (i.e., soaking a covalent inhibitor to LBD pre-crystalized with a non-covalent ligand), would similar conclusion be drawn? The authors have reasonably speculated that it might be difficult to soak a covalent inhibitor into preformed crystals where the PPARγ LBD is already bound to a non-covalent ligand, because the larger non-covalent ligand could block the covalent inhibitor to gain access to the region of the orthosteric pocket required for covalent modification.</p>
</body>
</sub-article>
<sub-article id="sa3" article-type="author-comment">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.99782.2.sa0</article-id>
<title-group>
<article-title>Author response:</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Shang</surname>
<given-names>Jinsai</given-names>
</name>
<role specific-use="author">Author</role>
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-8164-1544</contrib-id></contrib>
<contrib contrib-type="author">
<name>
<surname>Kojetin</surname>
<given-names>Douglas J</given-names>
</name>
<role specific-use="author">Author</role>
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-8058-6168</contrib-id></contrib>
</contrib-group>
</front-stub>
<body>
<p>The following is the authors’ response to the original reviews.</p>
<disp-quote content-type="editor-comment">
<p><bold>Public Reviews:</bold></p>
<p><bold>Reviewer #1 (Public Review):</bold></p>
<p>Summary:</p>
<p>PPARgamma is a nuclear receptor that binds to orthosteric ligands to coordinate transcriptional programs that are critical for adipocyte biogenesis and insulin sensitivity. Consequently, it is a critical therapeutic target for many diseases, but especially diabetes. The malleable nature and promiscuity of the PPARgamma orthosteric ligand binding pocket have confounded the development of improved therapeutic modulators. Covalent inhibitors have been developed but they show unanticipated mechanisms of action depending on which orthosteric ligands are present. In this work, Shang and Kojetin present a compelling and comprehensive structural, biochemical, and biophysical analysis that shows how covalent and noncovalent ligands can co-occupy the PPARgamma ligand binding pocket to elicit distinctive preferences of coactivator and corepressor proteins. Importantly, this work shows how the covalent inhibitors GW9662 and T0070907 may be unreliable tools as pan-PPARgamma inhibitors despite their widespread use.</p>
<p>Strengths:</p>
<p>- Highly detailed structure and functional analyses provide a comprehensive structure-based hypothesis for the relationship between PPARgamma ligand binding domain co-occupancy and allosteric mechanisms of action. - Multiple orthogonal approaches are used to provide high-resolution information on ligand binding poses and protein dynamics.</p>
<p>- The large number of x-ray crystal structures solved for this manuscript should be applauded along with their rigorous validation and interpretation.</p>
<p>Weaknesses</p>
<p>- Inclusion of statistical analysis is missing in several places in the text. - Functional analysis beyond coregulator binding is needed.</p>
</disp-quote>
<p>We added additional statistical analyses as recommended (Source Data 1, a Microsoft Excel spreadsheet).</p>
<p>Related to functional analysis, we cite and studies from our previous publication (Hughes et al. Nature Communications 2014 5:3571) where we demonstrated that the covalent inhibitor ligands (GW9662 and T0070907) do not block the activity of other ligands using a PPARγ transcriptional reporter assay and gene expression analysis in 3T3-L1 preadipocytes. Our study here expands on this finding and other published studies showing the structural mechanism for the lack of blocking activity by the covalent inhibitors.</p>
<disp-quote content-type="editor-comment">
<p><bold>Reviewer #2 (Public Review):</bold></p>
<p>Summary:</p>
<p>The flexibility of the ligand binding domain (LBD) of NRs allows various modes of ligand binding leading to various cellular outcomes. In the case of PPARγ, it's known that two ligands can co-bind to the receptor. However, whether a covalent inhibitor functions by blocking the binding of a non-covalent ligand, or co-bind in a manner that weakens the binding of a non-covalent ligand remains unclear. In this study, the authors first used TR-FRET and NMR to demonstrate that covalent inhibitors (such as GW9662 and T0070907) weaken but do not prevent non-covalent synthetic ligands from binding, likely via an allosteric mechanism. The AF-2 helix can exchange between active and repressive conformations, and covalent inhibitors shift the conformation toward a transcriptionally repressive one to reduce the orthosteric binding of the non-covalent ligands. By co-crystal studies, the authors further reveal the structural details of various non-covalent ligand binding mechanisms in a ligand-specific manner (e.g., an alternate binding site, or a new orthosteric binding mode by alerting covalent ligand binding pose).</p>
<p>Strengths:</p>
<p>The biochemical and biophysical evidence presented is strong and convincing.</p>
<p>Weaknesses:</p>
<p>However, the co-crystal studies were performed by soaking non-covalent ligands to LBD pre-crystalized with a covalent inhibitor. Since the covalent inhibitors would shift the LBD toward transcriptionally repressive conformation which reduces orthosteric binding of non-covalent ligands, if the sequence was reversed (i.e., soaking a covalent inhibitor to LBD pre-crystalized with a non-covalent ligand), would a similar conclusion be drawn? Additional discussion will broaden the implications of the conclusion.</p>
</disp-quote>
<p>This is an interesting point, which we now expand upon in a new (third) paragraph of the discussion in our revised manuscript:</p>
<p>“In our previous study, we observed synthetic and natural/endogenous ligand co-binding via co-crystallography where preformed crystals of PPARγ LBD bound to unsaturated fatty acids (UFAs) were soaked with a synthetic ligand, which pushed the bound UFA to an alternate site within the orthosteric ligand-binding pocket 8. In the scenario of synthetic ligand cobinding with a covalent inhibitor, it is possible that soaking a covalent inhibitor into preformed crystals where the PPARγ LBD is already bound to a non-covalent ligand may prove to be difficult. The covalent inhibitor would need to flow through solvent channels within the crystal lattice, which may not be a problem. However, upon reaching the entrance surface to the orthosteric ligand-binding pocket, it may be difficult for the covalent inhibitor to gain access to the region of the orthosteric pocket required for covalent modification as the larger non-covalent ligand could block access. This potential order of addition problem may not be a problem for studies in solution or in cells, where the non-covalent ligand can more freely exchange in and out of the orthosteric pocket and over time the covalent reaction would reach full occupancy.”</p>
<disp-quote content-type="editor-comment">
<p><bold>Recommendations for the authors:</bold></p>
<p><bold>Reviewer #1 (Recommendations For The Authors):</bold></p>
<p>- IC50 or EC50 values are not reported for the coregulator interaction assays, R2 for fit should also be reported where Ki and IC50s are disclosed.</p>
</disp-quote>
<p>We now report fitting statistics and IC50/EC50 values when possible in Figure 2B and Source Data 1 along with R2 values for the fit. We note that some data do not show complete or robust enough binding curves to faithfully fit to a dose response equation.</p>
<disp-quote content-type="editor-comment">
<p>-  Reporter gene or qPCR should be performed for the combinations of covalent and noncovalent ligands to show how these molecules impact transcriptional activities rather than just coregulator binding profiles.</p>
</disp-quote>
<p>We previously performed PPARγ transcriptional reporter assay and gene expression analysis in 3T3-L1 preadipocytes to demonstrate that cotreatment of a covalent inhibitor (GW9662 or T0070907) with a non-covalent ligand does not block activity of the non-covalent ligand and showed cobinding-induced activation relative to DMSO control (Hughes et al., 2024 Nature Communications). We did not specifically mention this in our original manuscript, but we now call this out in the first paragraph of the results section.</p>
<disp-quote content-type="editor-comment">
<p>- Inclusion of a structure figure to show the different helix 12 orientations should be included in the introduction. Likewise, how the overall structure of the LBD changes as a result of the cobinding in the discussion or a summary model would be helpful.</p>
</disp-quote>
<p>Our revised manuscript includes a structure figure called out in the introduction describing the active and repressive helix 12 PPARγ LBD conformations (new Figure 1). There are no major changes to the overall structure of the LBD compared to the active conformation that crystallized, so we did not include a summary model figure but we do refer readers to our previous paper (Shang and Kojetin, Structure 2021 29(9):940-950) in the penultimate paragraph of the discussion. We also added the following sentence to the crystallography results section related to the overall LBD changes:</p>
<p>“The structures show high structural similarity to the transcriptionally active LBD conformation with rmsd values ranging from 0.77–1.03Å (Supplementary Table S2)”</p>
<disp-quote content-type="editor-comment">
<p>A typo in paragraph 3 of the discussion says &quot;long-live&quot; when it should probably say &quot;long-lived.&quot;</p>
</disp-quote>
<p>We corrected this typo.</p>
<disp-quote content-type="editor-comment">
<p><bold>Reviewer #2 (Recommendations For The Authors):</bold></p>
<p>It's interesting that ligand-specific binding mode of non-covalent ligands was observed. Would modifications of the chemical structure of a covalent inhibitor alter the allosteric binding behavior of non-covalent ligands in a predictive manner? If so, how can such SAR be used to guide the design of covalent inhibitors to more broadly and effectively inhibit agonists of various chemical structures? Discussion on this topic could be valuable.</p>
</disp-quote>
<p>This is an interesting point, which we now discuss in the penultimate and last paragraphs of the discussion:</p>
<p>“Another way to test this structural model could be through the use of covalent PPARγ inverse agonist analogs with graded activity 23, where one might posit that covalent inverse agonist analogs that shift the LBD conformational ensemble towards a fully repressive LBD conformation may better inhibit synthetic ligand cobinding.”</p>
<p>“It may be possible to use the crystal structures we obtained to guide structure-informed design of covalent inhibitors that would physically block cobinding of a synthetic ligand. This could be the potential mechanism of a newer generation covalent antagonist inhibitor we developed, SR16832, that more completely inhibit alternate site ligand binding of an analog of MRL20, rosiglitazone and the UFA docosahexaenoic acid (DHA)</p>
<p>21 and thus may be a better choice for the field to use as a covalent ligand inhibitor of PPARγ.”</p>
</body>
</sub-article>
</article>