<?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">92219</article-id>
<article-id pub-id-type="doi">10.7554/eLife.92219</article-id>
<article-id pub-id-type="doi" specific-use="version">10.7554/eLife.92219.1</article-id>
<article-version-alternatives>
<article-version article-version-type="publication-state">reviewed preprint</article-version>
<article-version article-version-type="preprint-version">1.1</article-version>
</article-version-alternatives>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Structural Biology and Molecular Biophysics</subject>
</subj-group>
<subj-group subj-group-type="heading">
<subject>Cell Biology</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of alpha-tubulin acetylation on the doublet microtubule structure</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-2363-1441</contrib-id>
<name>
<surname>Yang</surname>
<given-names>Shun Kai</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
<xref ref-type="author-notes" rid="n1">Ψ</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-0946-8879</contrib-id>
<name>
<surname>Kubo</surname>
<given-names>Shintaroh</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
<xref ref-type="author-notes" rid="n1">Ψ</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-2777-6434</contrib-id>
<name>
<surname>Black</surname>
<given-names>Corbin</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-7367-7501</contrib-id>
<name>
<surname>Peri</surname>
<given-names>Katya</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0002-9973-0446</contrib-id>
<name>
<surname>Dai</surname>
<given-names>Daniel</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-8470-3739</contrib-id>
<name>
<surname>Valente</surname>
<given-names>Melissa</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-4420-4630</contrib-id>
<name>
<surname>Gaertig</surname>
<given-names>Jacek</given-names>
</name>
<xref ref-type="aff" rid="a3">3</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0003-2814-9889</contrib-id>
<name>
<surname>Bui</surname>
<given-names>Khanh Huy</given-names>
</name>
<xref ref-type="aff" rid="a1">1</xref>
<xref ref-type="aff" rid="a2">2</xref>
<xref ref-type="corresp" rid="cor1">*</xref>
</contrib>
<aff id="a1"><label>1</label><institution>Department of Anatomy and Cell Biology, McGill University</institution>, Montréal, Québec H3A 0C7, <country>Canada</country></aff>
<aff id="a2"><label>2</label><institution>Centre de Recherche en Biologie Structurale, McGill University</institution>, Montréal, Québec H3A 0C7, <country>Canada</country></aff>
<aff id="a3"><label>3</label><institution>Department of Cellular Biology, University of Georgia</institution>, Athens, GA, <country>USA</country></aff>
</contrib-group>
<contrib-group content-type="section">
<contrib contrib-type="editor">
<name>
<surname>Ori-McKenney</surname>
<given-names>Kassandra M</given-names>
</name>
<role>Reviewing Editor</role>
<aff>
<institution-wrap>
<institution>University of California</institution>
</institution-wrap>
<city>Davis</city>
<country>United States of America</country>
</aff>
</contrib>
<contrib contrib-type="senior_editor">
<name>
<surname>Cui</surname>
<given-names>Qiang</given-names>
</name>
<role>Senior Editor</role>
<aff>
<institution-wrap>
<institution>Boston University</institution>
</institution-wrap>
<city>Boston</city>
<country>United States of America</country>
</aff>
</contrib>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>*</label>Corresponding author: Khanh Huy Bui, Department of Anatomy and Cell Biology, McGill University, Montréal, Québec H3A 0C7, Canada. E-mail: <email>huy.bui@mcgill.ca</email></corresp>
<fn id="n1" fn-type="equal"><label>Ψ</label><p>These authors contributed equally</p></fn>
</author-notes>
<pub-date date-type="original-publication" iso-8601-date="2023-11-20">
<day>20</day>
<month>11</month>
<year>2023</year>
</pub-date>
<volume>12</volume>
<elocation-id>RP92219</elocation-id>
<history>
<date date-type="sent-for-review" iso-8601-date="2023-09-06">
<day>06</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<pub-history>
<event>
<event-desc>Preprint posted</event-desc>
<date date-type="preprint" iso-8601-date="2023-09-21">
<day>21</day>
<month>09</month>
<year>2023</year>
</date>
<self-uri content-type="preprint" xlink:href="https://doi.org/10.1101/2023.09.21.558788"/>
</event>
</pub-history>
<permissions>
<copyright-statement>© 2023, Yang et al</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Yang et al</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-92219-v1.pdf"/>
<abstract>
<title>Abstract</title><p>Acetylation of α-tubulin at the lysine 40 residue (αK40) by ATAT1/MEC-17 acetyltransferase modulates microtubule properties and occurs in most eukaryotic cells. Acetylated microtubules are more stable and damage resistant. αK40 acetylation is the only known microtubule luminal post-translational modification site. The luminal location suggests that the modification tunes the lateral interaction of protofilaments inside the microtubule. In this study, we examined the effect of tubulin acetylation on the doublet microtubule in the cilia of <italic>Tetrahymena thermophila</italic> using a combination of cryo-electron microscopy, molecular dynamics, and mass spectrometry. We found that αK40 acetylation exerts a small-scale effect on the doublet microtubule structure and stability by influencing the lateral rotational angle. In addition, comparative mass spectrometry revealed a link between αK40 acetylation and phosphorylation in cilia.</p>
</abstract>
<kwd-group kwd-group-type="author">
<title>Key words</title>
<kwd>Cilia</kwd>
<kwd>Doublet microtubule</kwd>
<kwd>Acetylation</kwd>
<kwd>Post-translational Modification</kwd>
<kwd>Cryo-electron Microscopy</kwd>
</kwd-group>

</article-meta>
<notes>
<notes notes-type="competing-interest-statement">
<title>Competing Interest Statement</title><p>The authors have declared no competing interest.</p></notes>
</notes>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Cilia have diverse roles in cell motility, sensory functions, signalling, and growth control. Motile cilia drive the flow of fluid, including human sperm (<xref ref-type="bibr" rid="c30">Lehti &amp; Sironen, 2017</xref>), mucus clearance in the respiratory tract (<xref ref-type="bibr" rid="c3">Bustamante-Marin &amp; Ostrowski, 2017</xref>), and cerebrospinal fluid circulation (<xref ref-type="bibr" rid="c6">Djenoune &amp; Wyart, 2017</xref>). Non-motile primary cilia in rod cells are critical for transmitting chemical signals converted from light (<xref ref-type="bibr" rid="c57">Sjostrand, 1953</xref>). In kidney epithelial cells, cilia function as mechanosensors for transmitting fluid flow signals into signalling pathways. At the core, motile and primary cilia share the same cytoskeletal framework, the axoneme (<xref ref-type="bibr" rid="c43">Porter &amp; Sale, 2000</xref>), composed of a bundle of nine outer doublet microtubules (DMTs). Each DMT is composed of protofilaments (PFs) of tubulins that form into a hollow cylinder A-tubule and an incomplete cylinder B-tubule (<xref rid="fig1" ref-type="fig">Fig. 1A</xref>). Inside the DMT lumen, a weaving network of microtubule inner proteins (MIPs) stabilizes the DMT structure (<xref ref-type="bibr" rid="c17">Ichikawa et al., 2019</xref>; <xref ref-type="bibr" rid="c18">Ichikawa et al., 2017</xref>; <xref ref-type="bibr" rid="c35">Ma et al., 2019</xref>).</p>
<fig id="fig1" position="float" orientation="portrait" fig-type="figure">
<label>Figure 1.</label>
<caption><title>The presence of the structure αK40 loop in <italic>Tetrahymena thermophila</italic> DMT.</title>
<p>(A) Surface rendering of the DMT viewed from the tip of the cilia, with MIPs colored in the 48-nm repeat cryo-EM electron density map of <italic>Tetrahymena</italic>. (B) Relative location of the αK40 loop (dashed black line) and the lateral contacts of tubulins. Color: α-tubulin, green; β-tubulin: blue. (C-F) Cryo-EM map and models of the fully structured αK40 loops in PF A3 (C-D) and the fully structured (E) and partially structured (F) αK40 loops in PF B10. The red arrows point to the location of the αK40 loops. (G) Bar graph showing the composition of visible full (missing no more than two residues from residues 37 to 48) and partial loops (missing 3-5 residues) in both the A- and B-tubules. (H) 48-nm repeat surface rendering of selected PFs with MIPs that interact with visible full and partial αK40 loops colored in red, indicating that αK40 loops are structured in regions with many MIPs.</p></caption>
<graphic xlink:href="558788v1_fig1.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>Tubulins undergo several highly conserved post-translational modifications (PTMs) that collectively represent the so-called ‘tubulin code”, in which PTMs modulate microtubule properties directly or indirectly through the binding of microtubule-associated proteins (MAPs). The common and well-studied tubulin PTMs are phosphorylation, detyrosination, glutamylation, glycylation and acetylation (<xref ref-type="bibr" rid="c66">Wloga, Joachimiak, Louka, &amp; Gaertig, 2017</xref>). DMT contains a unique signature of PTMs including cilia-specific PTMs such as glycylation. For example, the B-tubule of DMT is enriched with glutamylated (<xref ref-type="bibr" rid="c28">Lechtreck &amp; Geimer, 2000</xref>) and detyrosinated (<xref ref-type="bibr" rid="c19">Johnson, 1998</xref>) tubulins, while A-tubule tubulins are mostly unmodified. PTM is a fine tune for ciliary function rather than a biphasic switch. Glutamylation could regulate inner dynein arm activities, which control the ciliary waveform (Tomohiro <xref ref-type="bibr" rid="c27">Kubo, Yanagisawa, Yagi, Hirono, &amp; Kamiya, 2010</xref>; <xref ref-type="bibr" rid="c28">Lechtreck &amp; Geimer, 2000</xref>; <xref ref-type="bibr" rid="c59">Suryavanshi et al., 2010</xref>). Hyperglutamylation due to depletion of deglutamylases can improve intraflagellar transport in ift88-deficient zebrafish (<xref ref-type="bibr" rid="c39">Pathak, Austin-Tse, Liu, Vasilyev, &amp; Drummond, 2014</xref>). Lack of glycylation causes abnormal pre-powerstroke and post-powerstroke conformations of dynein arms in mouse sperm (<xref ref-type="bibr" rid="c11">Gadadhar et al., 2021</xref>). The loss of glycylation sometimes leads to an increase in glutamylation, possibly because the two PTMs compete for the same set of modification sites (glutamic acids) on tubulins (T. <xref ref-type="bibr" rid="c26">Kubo, Hirono, Aikawa, Kamiya, &amp; Witman, 2015</xref>; <xref ref-type="bibr" rid="c47">Rogowski et al., 2019</xref>; <xref ref-type="bibr" rid="c48">Rogowski et al., 2010a</xref>; <xref ref-type="bibr" rid="c68">Wloga, Webster, et al., 2009</xref>). These observations suggest that there is an interplay between PTMs and cilia properties.</p>
<p>One of the most intriguing PTMs in cilia is acetylation, which occurs inside the lumen of DMT on the lysine 40 residue of α-tubulins (αK40). αK40 acetylation in <italic>Chlamydomonas reinhardtii</italic> cilia was the first identified tubulin acetylation (<xref ref-type="bibr" rid="c34">M &amp; Piperno, 1987</xref>; <xref ref-type="bibr" rid="c60">Sw &amp; Rosenbaum, 1983</xref>). Tubulin acetylation was later found on different microtubules in cells, such as in neurons (<xref ref-type="bibr" rid="c10">Fukushige, Hendzel, Bazett-Jones, &amp; McGhee, 1999</xref>). Acetylation could also take place on lysine 60 and lysine 370 residues of α-tubulin and lysine 58 of β-tubulin (<xref ref-type="bibr" rid="c33">Liu et al., 2015</xref>). Acetylation is interesting because the αK40 loop is the only luminal PTM site and is close to the tubulin lateral interaction interface (<xref ref-type="bibr" rid="c22">Kaul, Soppina, &amp; Verhey, 2014</xref>) (<xref rid="fig1" ref-type="fig">Fig. 1B</xref>). The αK40 loop is flexible and close to the tubulin lateral interaction interface (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>; <xref ref-type="bibr" rid="c15">Howes, Alushin, Shida, Nachury, &amp; Nogales, 2014</xref>) and is almost 100% completely acetylated in cilia (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>). Acetylated αK40 has been shown to enhance microtubule stability and longevity <italic>in vitro</italic> (<xref ref-type="bibr" rid="c53">Schaedel et al., 2015</xref>), while deacetylated microtubules decrease in rigidity and are prone to complete breakage events (<xref ref-type="bibr" rid="c69">Xu et al., 2017</xref>).</p>
<p>The main enzyme responsible for αK40 acetylation is alpha-acetyltransferase-1 (αTAT1), also known as MEC-17 (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>). Deacetylation is carried out by histone deacetylase 6 (HDAC6) (<xref ref-type="bibr" rid="c16">Hubbert et al., 2002</xref>) and nicotinamide adenine dinucleotide-dependent deacetylase sirtuin 2 (SIRT2) (<xref ref-type="bibr" rid="c38">North, Bl, Mt, Jm, &amp; Verdin, 2003</xref>). Mice that lack αTAT1 have defective sperm flagellar beating (<xref ref-type="bibr" rid="c21">Kalebic et al., 2013</xref>), and <italic>C. elegans</italic> become touch insensitive without αTAT1 (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>; <xref ref-type="bibr" rid="c56">Shida, Cueva, Xu, Goodman, &amp; Nachury, 2010</xref>). Motor proteins travel preferentially on acetyl-K40 microtubules because of their higher binding affinity (<xref ref-type="bibr" rid="c13">Garnham &amp; Roll-Mecak, 2012</xref>; <xref ref-type="bibr" rid="c46">Reed et al., 2006</xref>). Overexpression of HDAC6 or SIRT2 could lead to short cilia (<xref ref-type="bibr" rid="c45">Ran, Yang, Li, Liu, &amp; Zhou, 2015</xref>; <xref ref-type="bibr" rid="c71">Zhou et al., 2014</xref>), but the cilia-shortening effect of HDAC6 could be countered by an acetyl-K mimic α-tubulin, suggesting that it may destabilize the microtubule lattice (<xref ref-type="bibr" rid="c4">Cueva, Hsin, Huang, &amp; Goodman, 2012</xref>).</p>
<p>The αK40 loop is functionally important, but it is flexible and disordered even in both acetylated and deacetylated reconstituted microtubules (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>; <xref ref-type="bibr" rid="c15">Howes et al., 2014</xref>). Cryo-EM and molecular dynamic studies of acetylated microtubules suggest that acetylation restricts the αK40 loop motion by disturbing the electrostatic interaction (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>). This produces more ordered loops and stabilizes the microtubule lattice. In certain organisms, such as <italic>C. elegans</italic>, acetylation of αK40 would disrupt an intramonomer salt bridge from αE55 to αK40 (<xref ref-type="bibr" rid="c4">Cueva, Hsin, et al., 2012</xref>). Replacing αK40 with arginine or in the absence of acetyl-αK40 could result in the formation of a salt bridge from αE55 with αK40, αR40, or αH283, to change the interprotofilament angle leading to elliptical microtubules and variation in the number of PFs (<xref ref-type="bibr" rid="c4">Cueva, Hsin, et al., 2012</xref>).</p>
<p>Interestingly, many αK40 loops are fully structured in the cryo-EM map of the DMT from ciliate and green algae (<xref ref-type="bibr" rid="c24">Khalifa et al., 2020</xref>; <xref ref-type="bibr" rid="c35">Ma et al., 2019</xref>). This result suggests that the αK40 loop may have an important role in recognizing and binding with different MIPs to stabilize cilia, and disruption of acetylation may disrupt the interaction between the αK40 loop and MIPs.</p>
<p>In this work, we aimed to clarify the role of αK40 acetylation in the assembly and stability of ciliary DMT. To answer our questions, we studied the structural effect of acetylated and non-acetylated tubulins on DMT and MIPs from wild-type <italic>Tetrahymena thermophila</italic>, mutants lacking tubulin acetyltransferase (MEC-17) and αK40-specific de-acetylation (<italic>K40R</italic>) (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>) by a combination of cryo-EM, molecular dynamics and mass spectrometry.</p>
</sec>
<sec id="s2">
<title>Results</title>
<sec id="s2a">
<title>Acetylated αK40 loops are structured when interacting with certain MIPs</title>
<p>We first examined a 48-nm repeat cryo-EM density map from native DMTs of <italic>Tetrahymena</italic> WT (<italic>CU428</italic> strain) (<xref rid="fig1" ref-type="fig">Fig. 1A</xref>) (S. <xref ref-type="bibr" rid="c25">Kubo et al., 2023</xref>). We identified and modeled all visible αK40 loops of α-tubulins in the map, which are known to be almost 100% acetylated (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>; <xref ref-type="bibr" rid="c12">Gaertig et al., 1995</xref>). Most <italic>Tetrahymena</italic> MIPs have been localized and identified in this map (S. <xref ref-type="bibr" rid="c25">Kubo et al., 2023</xref>). In contrast to the acetylated singlet microtubule structure (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>), we observed many fully structured αK40 full (missing no more than two residues from residues 37 to 48) and partial structure loops (missing 3-5 residues) in DMT (<xref rid="fig1" ref-type="fig">Fig. 1C-G</xref>). In certain PFs, including A1, A3, A5, A11, and B1, all αK40 loops are structured. Interestingly, the structured αK40 loops are much less abundant in the B-tubule (<xref rid="fig1" ref-type="fig">Fig. 1G</xref>). There is a pattern in the distribution of αK40 loops: likely due to their flexibility, ordered αK40 loops are visible at positions where MIPs and tubulins interact but are difficult to resolve in places with little or no MIPs. (<xref rid="fig1" ref-type="fig">Fig. 1H</xref>, <xref rid="tblS1" ref-type="table">Table S1</xref>). Notably, in A1, where RIB72A and RIB72B are in contact with αK40 (<xref rid="fig1" ref-type="fig">Fig. 1C, D</xref>), all αK40 loops are fully structured, in agreement with the 8-nm alternating pattern of Rib72A and Rib72B (<xref rid="fig1" ref-type="fig">Fig. 1G</xref>). This pattern is consistent with previous observations of the αK40 loops in the green algae <italic>Chlamydomonas reinhardtii</italic> DMT (<xref ref-type="bibr" rid="c24">Khalifa et al., 2020</xref>; <xref ref-type="bibr" rid="c35">Ma et al., 2019</xref>). Therefore, the B-tubule has fewer ordered αK40 loops compared to the A-tubule, probably due to fewer MIPs in the B-tubule.</p>
<p>A superimposition of the conformations of all fully structured αK40 loops in the DMT revealed that they adopt multiple conformations (<xref rid="fig2" ref-type="fig">Fig. 2A</xref>). The exact structures of αK40 loops might adapt to both the inter-PF angle and interactions with the contacting MIPs. We did not observe any conformations where acetylated αK40 was directly involved in tubulin-tubulin lateral interactions (<xref rid="fig2" ref-type="fig">Fig. 2A</xref>, <xref rid="fig1" ref-type="fig">Fig. 1C-F</xref>).</p>
<fig id="fig2" position="float" orientation="portrait" fig-type="figure">
<label>Figure 2:</label>
<caption><title>Comparison of αK40 loop conformation.</title>
<p>(A) Superimposed view of all the orientations of all the visible full and partial αK40 loops, showing their orientation. (B) Interaction of K40 loop and DM10 domains from RIB72A (3 domains, blue), RIB72B (3 domains, purple) and CFAP67 (1 domain, cyan). Black box represents the view in (C). (C) Zoom in view of DM10 domains and K40 loop interaction. Asterisk (*) denotes the conserved aromatic residue potentially interact with the K40 loop. (D) Alternative view of DM10 domains interacting with K40 loop. (E) Multiple sequence alignment of DM10 domains from RIB72A, RIB72B and CFAP67. (F) Cryo-EM map (left) and model (right) of the inner junction region of <italic>Tetrahymena</italic> to show the interaction of the full αK40 loop with CFAP52. (G) Cryo-EM map (left) and model (right) of the inner junction region of <italic>Chlamydomonas</italic> to show the interaction of the full αK40 loop with CFAP52. (H) Superimposed view of the <italic>Chlamydomonas</italic> αK40 loop (gray) onto the <italic>Tetrahymena</italic> αK40 loop of B10.</p></caption>
<graphic xlink:href="558788v1_fig2.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<p>We noticed that the αK40 loop is always structured when interacting with DM10 domains of the MIPs, suggesting that DM10 is a αK40 loop interacting domain. Superimposing all seven DM10 domains (three from RIB72A, three from RIB72B and one from CFAP67) (<xref rid="fig2" ref-type="fig">Fig. 2B</xref>) showed that while there are some variations in other parts of DM10 domain, the region interacting with the αK40 loop are conserved in its topology (<xref rid="fig2" ref-type="fig">Fig. 2B, C</xref>). Sequence alignment of the DM10 domains suggests that an aromatic residue (phenylalanine or tyrosine) is conserved and might be responsible to the interaction with the DM10 domain (<xref rid="fig2" ref-type="fig">Fig. 2C, D, E</xref>).</p>
<p>To determine whether the conformation of the αK40 loops is conserved between species, we compared the αK40 loops in the DMTs of <italic>Tetrahymena thermophila</italic> and <italic>Chlamydomonas reinhardtii</italic> (<xref rid="fig2" ref-type="fig">Fig. 2F, G, H</xref>). The αK40 loop conformations from B9 and B10 are similar between the two species, and both interact with the conserved CFAP52. These results suggest that the αK40 loop conformation is tuned by its interactions with adjacent MIPs. The interaction between MIPs and the αK40 loop implies that acetylation might play a role in DMT assembly or stability or both.</p>
</sec>
<sec id="s2b">
<title>K40 acetylation alters the inter-PF angles in the B-tubule</title>
<p>With our observation that acetylated αK40 in the DMT of wild type <italic>Tetrahymena</italic> cells adopts a fixed conformation when interacting with MIPs, we evaluated whether the absence of αK40 acetylation affects the MIPs and hence the overall DMT structure. We obtained the DMT structures from the <italic>Tetrahymena MEC17-KO</italic> and <italic>K40R</italic> mutants at 4.5 and 3.5 Å resolution, respectively. In <italic>MEC17-KO</italic>, an ortholog of the mammalian α-TAT1 α-tubulin K40 acetyltransferase, is knocked out to abolish detectable αK40 acetylation, while in the <italic>K40R</italic> mutant, lysine 40 on ATU1 (the single canonical α-tubulin isotype in <italic>Tetrahymena</italic>) is mutated to arginine to prevent acetylation at the αK40 position (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>).</p>
<p>Our first observation is that all the MIPs look intact in both the <italic>MEC17-KO</italic> and <italic>K40R</italic> mutants (<xref rid="fig3" ref-type="fig">Fig. 3A</xref>). This observation is consistent with the phenotypes that the <italic>MEC17-KO</italic> and <italic>K40R</italic> cilia look similar to the WT cilia (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>; <xref ref-type="bibr" rid="c12">Gaertig et al., 1995</xref>). Therefore, our cryo-EM analyses indicate that acetylation does not affect DMT and MIP assembly.</p>
<fig id="fig3" position="float" orientation="portrait" fig-type="figure">
<label>Figure 3:</label>
<caption><title>Comparison of DMT structures from <italic>WT</italic>, <italic>MEC17-KO</italic> and <italic>K40R</italic> mutants</title>
<p>(A) Comparison of the cryo-EM density maps of the DMT from <italic>WT</italic>, <italic>K40R</italic>, and <italic>MEC17-KO</italic> strains of <italic>Tetrahymena</italic> to show that the MIPs are intact in all three species. (B-G). Models of the full αK40 loops in PF A1 (B-D) and PF A4 (E-G) from <italic>WT</italic>, <italic>K40R</italic>, and <italic>MEC17-KO</italic> strains. (H-I) Models of the αK40 loops from A1 (H) and A4 (I) superimposed from <italic>WT</italic>, <italic>K40R</italic>, and <italic>MEC17-KO</italic> species.</p></caption>
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</fig>
<p>Next, we examined the tubulin structure by comparing the αK60 and αK40 loop structures at PFs A3 and B1 (<xref rid="fig3" ref-type="fig">Fig. 3B-I</xref>, <xref rid="figS2" ref-type="fig">Fig. S2</xref>). Previously, it was reported that αK40 acetylation led to a reduction in the distance of αK60 from the M-loop of the adjacent tubulin from 12 Å to 8 Å (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>). Our comparison of (acetylated and non-acetylated) αK40 and αK60 loops did not reveal significant structural differences. However, this result does not rule out a change in αK40 and αK60 conformation, which is likely too small to be observed accurately at this resolution.</p>
<p>Since αK40 loops are suggested to be involved in lateral interactions (<xref ref-type="bibr" rid="c5">Cueva, J., &amp; Huang, 2012</xref>; <xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>), acetylation might affect inter-PF angles. We measured the inter-PF angles in the DMTs of the <italic>WT</italic> and the two acetylation-deficient mutants. We observed only minor changes in the inter-PF angles in the A-tubule (<xref rid="fig4" ref-type="fig">Fig. 4A</xref>). However, in the B-tubule, the changes in the inter-PF angles were more prominent (<xref rid="fig4" ref-type="fig">Fig. 4A-J</xref>). Most notably, the change in the inter-PF angle between PFs B7 and B8 and B9 and B10 ranges from 3 to 6 degrees (<xref rid="fig4" ref-type="fig">Fig. 4H-J</xref>, <xref rid="tblS2" ref-type="table">Table S2</xref>). These are significant changes in specific PF curvatures.</p>
<fig id="fig4" position="float" orientation="portrait" fig-type="figure">
<label>Figure 4:</label>
<caption><title>Deacetylation affects the inter-PF angles in the DMT.</title>
<p>(A) Rotation angles for each PF across all three strains (<italic>WT, K40R, MEC17-KO</italic>). (B-D) Comparison of rotation angle change between A1 and A2, showing minor changes. (E-G) Comparison of rotation angle change between A3 and A4, showing minimal changes. Red arrows point to the changes in αK40 loop shape between each species. (H-J) Comparison of rotation angle change between B9 and B10, showing significant changes.</p></caption>
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</fig>
<p>We also inspected the tubulin lattice by measuring the distances between adjacent tubulin dimers. There were small changes in the inter-dimer distances in PFs A1, A3, A5, A8, B3 and B7 between WT and mutants (<xref rid="figS3" ref-type="fig">Fig. S3</xref>, <xref rid="tblS3" ref-type="table">Table S3</xref>). This scale of changes in the tubulin lattice is significantly smaller (0.3 – 0.5 Å) than the known impacts of the nucleotide state (<xref ref-type="bibr" rid="c70">Zhang, Alushin, Brown, &amp; Nogales, 2015</xref>) and missing MIPs (<xref ref-type="bibr" rid="c17">Ichikawa et al., 2019</xref>) (∼2 Å difference). This is similar to the observation of differences in interdimer distances in 96% acetylated and 99% de-acetylated microtubules using <italic>in vitro</italic> reconstitution.</p>
<p>Overall, our analysis shows that tubulin lattice changes, specifically inter-PF angles, can be used as an indication of microtubule stability when acetylation is lacking.</p>
</sec>
<sec id="s2c">
<title>Acetylated αK40 loops are less flexible</title>
<p>While we observed some structural differences between acetylated and non-acetylated DMT, our resolution does not allow us to see small changes in the αK40 loops. Therefore, we attempted to detect structural differences using molecular dynamic simulations.</p>
<p>We performed an all-atom molecular dynamic simulation for α-tubulin with acetylated and non-acetylated αK40 to determine whether acetylation changes the loop behavior (<xref rid="fig5" ref-type="fig">Fig 5A, B</xref>). To determine how acetylation of αK40 affects the structure of the αK40-loop, we used the K-means clustering method for the αK40-loop region based on the Cα position. To avoid bias in clustering, the structures obtained during the simulated trajectories with acetylated and non-acetylated αK40 were mixed, and 10 clusters were created (<xref rid="fig5" ref-type="fig">Fig. 5A</xref>). Interestingly, clusters comprise mostly acetylated or non-acetylated conformations but not mixed populations. This indicates that acetylated and non-acetylated αK40 loops adopt distinctively different conformations. In addition, the most populated cluster consists of only ∼ acetylated conformations and ∼50% of all acetylation conformations, while the non-acetylated αK40 loops form five clusters of less than 30% conformations. Therefore, the acetylated αK40 loop adopts more rigid conformations than non-acetylated αK40 loop. It appears that this finding is similar to that of a previous study (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>) despite differences in molecular dynamic setups of porcine and ciliate tubulins and clustering methods.</p>
<fig id="fig5" position="float" orientation="portrait" fig-type="figure">
<label>Figure 5.</label>
<caption><title>Molecular dynamic simulations of the acetylated and non-acetylated αK40 loops.</title>
<p>(A) All-atom simulations of αK40 loop clusters in different conformations of acetylated (pink) and base/non-acetylated (blue) indicate that acetylated conformations adopt higher frames and are less flexible. (B) RMSD and probability of each cluster simulated in A. (C) Molecular dynamics coarse grain model of the inner junction region of <italic>Tetrahymena</italic>; each amino acid is 1 bead. (D) Graph showing the energy difference (in kcal/mol) between base (non-acetylated) and acetylated αK40 to show that each acetylated αK40 has slightly lower energy than the non-acetylated αK40.</p></caption>
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</fig>
</sec>
<sec id="s2d">
<title>Acetylation of αK40 does not affect tubulin and MIPs</title>
<p>Since we did not observe any structural changes in the MIPs of <italic>MEC17-KO</italic> and <italic>K40R</italic> mutants, non-acetylated αK40 does not seem to significantly weaken the binding of MIPs. Therefore, we further explored the degree to which the interaction between the αK40 loop and MIP is affected by acetylation using coarse-grain molecular dynamic simulation to compare the energy between tubulins and CFAP52 with the acetylated αK40 and the non-acetylated αK40 structures (<xref rid="fig5" ref-type="fig">Fig. 5C</xref>).</p>
<p>We found that both acetylated and non-acetylated αK40 have a stabilizing effect when binding to CFAP52. On the other hand, when calculating the mean and standard error of the energy between tubulins and CFAP52 from the entire trajectory, the energy of the acetylated αK40 case is only slightly lower than that of the non-acetylated αK40 case (<xref rid="fig5" ref-type="fig">Fig. 5D</xref>). Similarly, no difference between acetylated and non-acetylated αK40 in interactions with similar setup using RIB72A. Even when accounted for the periodic structures of DMT with many MIPs, the energy difference between acetylated and non-acetylated αK40 with MIPs is still not significant.</p>
<p>Our coarse-grain molecular dynamic simulations of MIPs and αK40 suggest that acetylation likely does not play a role in the interaction with MIPs.</p>
</sec>
<sec id="s2e">
<title>Mass spectrometry reveals changes in DMT protein composition in response to a lack of αK40 acetylation</title>
<p>Our analysis thus far has failed to reveal significant structural differences in the MIPs within the DMT structures of <italic>WT</italic>, <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants. Therefore, we searched for more subtle changes in the axoneme composition using mass spectrometry. We analyzed the same DMT samples used for cryo-EM, which contain no membrane and matrix fractions, to see any proteomic changes due to the lack of acetylation. In addition, to eliminate the downstream effect of the lack of acetylation i.e. destabilization of DMT, we combined the mass spectrometry results in this study with the mass spectrometry studies of the <italic>RIB72A/B-KO</italic> and <italic>RIB72B-KO</italic> mutants (S. <xref ref-type="bibr" rid="c25">Kubo et al., 2023</xref>). The <italic>RIB72A/B-KO</italic> mutant lacks both RIB72A and RIB72B, which leads to a significant number of MIPs missing and slower swimming speed (<xref ref-type="bibr" rid="c58">Stoddard et al., 2018</xref>). Therefore, we can use <italic>RIB72B-KO</italic> and <italic>RIB72A/B-KO</italic> as controls to specifically look for the upstream effect due to the lack of acetylation.</p>
<p>We first performed a control of proteins not supposed to interact with αK40 by analyzing the levels of radial spoke proteins and found no significant differences (<xref rid="figS4" ref-type="fig">Fig. S4A</xref>). We then looked at the MIP abundance. Most MIPs showed no significant changes in their abundance (less than 1.5-fold changes) except for CFAP112, CFAP141 and RIB27 (<xref rid="fig6" ref-type="fig">Fig. 6A</xref>) in the <italic>K40R</italic> and <italic>MEC17-KO</italic> samples. However, we did not observe any differences in the periodicity of CFAP112, CFAP141 and RIB27 in the cryo-EM maps of the DMTs from <italic>WT</italic>, <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants. As shown recently in the case of CFAP77A and CFAP77B, certain MIPs might not localize consistently along the length of the cilium (S. <xref ref-type="bibr" rid="c25">Kubo et al., 2023</xref>), and there might be some changes in the occupancy of those MIPs in a specific region that lead to changes in their abundance.</p>
<fig id="fig6" position="float" orientation="portrait" fig-type="figure">
<label>Figure 6.</label>
<caption><title>Mass spectrometry of <italic>WT, K40R</italic> and <italic>MEC17-KO</italic> mutants.</title>
<p>(A) Bar graph showing the abundance of MIPs based upon quantitative values (normalized total spectra) from mass spectrometry. Asterisk (*) indicates a significant difference with p &lt; 0.05. (B) Proteins upregulated in <italic>RIB72A/B</italic>, <italic>K40R</italic>, and <italic>MEC17-KO</italic> mutants compared with the <italic>WT</italic>. (C) Proteins downregulated in <italic>RIB72A/B, K40R</italic>, and <italic>MEC17-KO</italic> mutants compared to the <italic>WT.</italic> (D) Proteins only found in the mass spectrometry of <italic>WT</italic> when compared with <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants. (E) Downregulated proteins in both <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants compared to <italic>WT</italic>. (F) F. Proteins in both <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants but are absent in <italic>WT.</italic> (G) Upregulated proteins in both <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants compared to <italic>WT</italic>.</p></caption>
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</fig>
<p>There were 11 proteins significantly elevated in both <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants by fourfold compared to the wild type (<xref rid="fig6" ref-type="fig">Fig. 6B</xref>, <xref rid="figS4" ref-type="fig">Fig. S4B, C</xref>). One of these proteins was also elevated in the <italic>RIB72A/B-KO</italic> mutant vs. <italic>WT</italic>, and therefore, 10 proteins were specifically upregulated in both the <italic>K40R</italic> and <italic>MEC17-KO</italic> strains (<xref rid="fig6" ref-type="fig">Fig. 6B, G</xref>). Similarly, we found that three proteins were significantly reduced in both <italic>K40R</italic> and <italic>MEC17-KO</italic> but not in the <italic>RIB72A/B-KO</italic> knockout mutant (<xref rid="fig6" ref-type="fig">Fig. 6C, E</xref>). Among the proteins reduced or missing in the <italic>K40R</italic> and <italic>MEC17-KO</italic> mutants, there are protein phosphatase 2A-related proteins: PP2A regulatory subunit A (TTHERM_00766530, UniProt ID: I7MAR7), PP2C (TTHERM_00316330, UniProt ID: I7LW71), and PP2A (TTHERM_00355160,</p>
<p>UniProt ID: Q22Y55) (<xref rid="fig6" ref-type="fig">Fig. 6D</xref>). Furthermore, one kinase was downregulated in <italic>MEC17-KO</italic> and <italic>K40R</italic> cells (<xref rid="fig6" ref-type="fig">Fig. 6E</xref>) (TTHERM_00623090, UniProt ID: Q240X5). In <italic>Chlamydomonas</italic>, PP2A is present in DMT and required for normal ciliary motility (<xref ref-type="bibr" rid="c8">Elam et al., 2011</xref>). It was previously reported that the knockdown of PPP1R2 (protein phosphatase inhibitor 2) reduces αK40-acetylation in the primary cilium of human retinal epithelial cells (<xref ref-type="bibr" rid="c63">Wang &amp; Brautigan, 2008</xref>). Inhibition of protein phosphatase (1 and 2A) with calyculin in PPP1R2 knockdown cells partially rescued the acetylation of ciliary microtubules. These results suggest that the lack of αK40 acetylation reduces PP2A activity in DMT. Therefore, we can infer that acetylation and phosphorylation interact in DMT.</p>
</sec>
</sec>
<sec id="s3">
<title>Discussion</title>
<p>In this work, we reinforced the notion that acetylation of αK40 makes the loop less flexible (<xref ref-type="bibr" rid="c9">Eshun-Wilson et al., 2019</xref>) by molecular dynamics. In addition, we performed structural characterization of the DMTs from two acetylation mutants, <italic>K40R</italic> and <italic>MEC17-KO,</italic> and compared them to that of the wild type. We showed that the αK40 loops are structured when they interact with MIPs and identified DM10 as an αK40 interacting domain. This suggests that the αK40 loop plays an important role in certain MIP-tubulin interactions. On the other hand, the αK40 loop-MIP interactions do not detectably change their structures between acetylated and non-acetylated αK40. These results imply that a complete DMT with MIPs is assembled without the need of acetylation. Later, the MEC17/ATAT1 acetyltransferase acetylates αK40.</p>
<p>Interestingly, we observed significant changes in inter-PF angles in the B-tubule, where MIPs are fewer. Our results suggest that αK40 loop interactions with MIPs are the dominant interactions that stabilize microtubules regardless of acetylation status. When there are fewer MIPs and thus less interaction between the αK40 loop and MIPs, the contribution of the acetylation of αK40 to the lateral interaction between adjacent PFs becomes more significant (<xref rid="fig7" ref-type="fig">Fig. 7</xref>). As a result, the lack of acetylation destabilizes DMT and leads to tubulin lattice alteration and instability. In a recent study (<xref ref-type="bibr" rid="c62">Viar, Klena, Martino, Nievergelt, &amp; Pigino, 2023</xref>), the tip region of the Chlamydomonas cilia is acetylated early during growth compared to other PTM such as polyglutamylation and polyglycylation. In the tip, the microtubules exist as singlet microtubules and do not have regular MIP binding pattern like in the base region (<xref ref-type="bibr" rid="c29">Legal et al., 2023</xref>). As a result, acetylation might play an essential role in the ciliary tip region to stabilize microtubules. Moreover, our study supports the notion that acetylation of tubulin is not a biphasic switch but a fine-tuning mechanism that impacts microtubule stability. Our results again demonstrate that the tubulin lattice can be a read-out for DMT stability (<xref ref-type="bibr" rid="c17">Ichikawa et al., 2019</xref>). Recently, it has been shown that acetylation of K394, which is located at the αβ-tubulin dimer interface, is specific to flies’ nervous system and is critical to neuronal growth (<xref ref-type="bibr" rid="c52">Saunders et al., 2022</xref>). This finding might suggest that different acetylation sites can be fine-tuned for different purposes. Interestingly, cryo-ET and fluorescence data showing that acetylation signals appears very early at the ciliary tip during ciliary assembly (<xref ref-type="bibr" rid="c62">Viar et al., 2023</xref>). Logically, this is consistent with our findings because not a lot of MIPs are assembled at the tip of the cilia, so acetylation is maintaining the structural integrity here.</p>
<fig id="fig7" position="float" orientation="portrait" fig-type="figure">
<label>Figure 7:</label>
<caption><title>Models of acetylation contribution in the DMT</title>
<p>In the case of more MIPs, such as in the A-tubule, the MIP-αK40 interaction dominates the contribution to the lateral interaction; therefore, deacetylation does not affect the structures significantly. With fewer MIPs, such as in the B-tubule, acetylation contribution to the lateral interaction becomes significant and therefore can contribute to the stabilization of the tubulin lattice.</p></caption>
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</fig>
<p>Since both acetylation mutants lack protein phosphatase 2A and its regulatory subunits, there could be an interaction between tubulin acetylation and protein phosphatase 2A in cilia. TGF-β-activated kinase 1 (TAK1) is an important activator of αTAT1 in mice (<xref ref-type="bibr" rid="c55">Shah et al., 2018</xref>). We can speculate that the absence of αK40 acetylation could also affect the enzyme MEC17/ATAT1 and its availability for phosphorylation by TAK1 or other kinases. Possibly, the lack of αK40 acetylation changes the phosphorylation levels by altering the balance between kinases and phosphatases (protein phosphatase 2A in this case). Interestingly, HDAC6 deacetylase is also regulated by multiple kinases (<xref ref-type="bibr" rid="c7">Du, Seibenhener, Yan, Jiang, &amp; Wooten, 2015</xref>). This again highlights the interdependence of phosphorylation and acetylation in cilia. Furthermore, crosstalk occurs between αK40 acetylation and other tubulin PTMs, namely polymodification. For example, <italic>Tetrahymena</italic> mutants lacking tubulin polyglycylases (TTLL3) have elevated levels of αK40 acetylation (<xref ref-type="bibr" rid="c68">Wloga, Webster, et al., 2009</xref>). Our mass spectrometry results showed that a tetratricopeptide repeat protein (TTHERM_00313720, UniProt ID: Q22KA9) was downregulated in <italic>MEC17-KO</italic> and <italic>K40R</italic> mutants (<xref rid="fig6" ref-type="fig">Fig. 6E</xref>). Protein BLAST found a homolog in <italic>Homo sapiens</italic> as tetratricopeptide repeat protein 30B/IFT70 (UniProt ID: Q8N4P2), an IFT protein whose depletion reduces polyglutamylation of axonemal tubulin (<xref ref-type="bibr" rid="c40">Pathak, Obara, Mangos, Liu, &amp; Drummond, 2007</xref>). We also observed that the absence of αK40 acetylation affects the PF angles and the impact is stronger on the B-tubule. The B-tubule is enriched in polymodification (polyglutamylation and polyglycylation), and therefore, the altered B-tubule structure could affect the access of enzymes that add or remove polymodification. In fact, some of the effects of the absence of αK40 acetylation based on the use of non-acetylated axonemes (<xref ref-type="bibr" rid="c46">Reed et al 2006</xref>) could be due to alterations of the B-tubule, namely, the levels of polymodification. Together with our results and others (<xref ref-type="bibr" rid="c2">Akella et al., 2010</xref>; T. <xref ref-type="bibr" rid="c26">Kubo et al., 2015</xref>; <xref ref-type="bibr" rid="c49">Rogowski et al., 2010b</xref>; <xref ref-type="bibr" rid="c65">Wloga, Dm, et al., 2009</xref>; <xref ref-type="bibr" rid="c67">Wloga et al., 2008</xref>), these results suggest that the PTM in cilia is in a balancing act. Changing one type of PTM can shift the balance of other types of PTMs.</p>
</sec>
<sec id="s4">
<title>Materials and methods</title>
<sec id="s4a">
<title>Growth of <italic>Tetrahymena</italic> cells for isolation</title>
<p>Bean media (<xref ref-type="bibr" rid="c64">Williams, Wolfe, &amp; Bleyman, 1980</xref>) was used to store <italic>Tetrahymena</italic> cells (<italic>WT (CU428), K40R, MEC17-KO</italic>), with 4 μL of the cell culture transferred into 40 mL of liquid SPP media (<xref ref-type="bibr" rid="c14">Gorovsky, Yao, Keevert, &amp; Pleger, 1975</xref>). The cells were grown for 7 days at room temperature and then transferred into 50 mL of SPP liquid media overnight growth at 30°C with 150 RPM shaking in a Thermo Fisher MAXQ8000 incubator. Then, 50 mL of this overnight culture was added to 900 mL of liquid SPP media and grown at 30°C (MAXQ8000) at 150 RPM for two days or until the OD<sub>600</sub> was 0.7.</p>
</sec>
<sec id="s4b">
<title>Flagella isolation via dibucaine treatment</title>
<p>To harvest <italic>Tetrahymena</italic> cells, overnight culture was centrifuged at 700 × g for 10 minutes with slow deceleration at 22°C in an Avanti Centrifuge (Rotor JLA-8.1000). Ten milliliters of room temperature SPP medium supplemented with DTT was used to resuspend the cell pellet and then adjusted to a final volume of 24 mL, followed by transfer to an ice-cold 250 mL Erlenmeyer flask. Immediately, 1 mL of dibucaine (dissolved in distilled water at 25 mg/mL) was added to the flask and gently swirled for exactly 60 seconds in an ice water bath. To stop the reaction, 75 mL of ice-cold SPP media (supplemented with 1 mM EGTA) was immediately added to the Erlenmeyer flask and then split into two 50 mL conical tubes for centrifugation at 2000 × g for 10 minutes at 4°C with no deceleration (Sorvall ST 16R, Rotor 75003181). The supernatant that contained cilia was transferred to centrifuge tubes for the Beckman Coulter JA 25.50 rotor, approximately 30 mL per tube, for centrifugation at 17000 × g for 40 minutes at 4°C with slow deceleration (Avanti, Rotor JA25.50). The pellet was gently washed with Cilia Wash Buffer (50 mM HEPES at pH 7.4, 3 mM MgSO4, 0.1 mM EGTA, 1 mM DTT, 250 mM sucrose). and frozen with liquid nitrogen for storage in a −80°C freezer.</p>
</sec>
<sec id="s4c">
<title>Purification of DMT fraction</title>
<p>The cilia suspension was thawed on ice and then centrifuged at 16000 g and 4°C for 10 minutes in a microfuge in a refrigerated room (Eppendorf, Centrifuge 5415 D). The pellet was resuspended in 250 μl of ice-cold Cilia Final Buffer (50 mM HEPES at pH 7.4, 3 mM MgSO4, 0.1 mM EGTA, 1 mM DTT, 0.5% trehalose, 1 mM PMSF). To clean the cilia, the resuspended cilia were centrifuged at 16000 × g for 10 minutes at 4°C in a microfuge (Eppendorf, Centrifuge 5415 D), and the supernatant was removed. Then, the pellet was resuspended in 250 μl of Cilia Final Buffer [without trehalose but with 44.1 µl of 10% NP-40 alternative (Millipore Sigma, 492016)] added to a final concentration of 1.5% NP-40]. The sample was placed on ice to incubate for 30 minutes before the demembraned flagella supernatant was removed after centrifugation at 16,000 × g for 10 min at 4°C in a microfuge (Eppendorf, Centrifuge 5415 D). The pellet containing the axoneme was resuspended in 245 μl of Cilia Final Buffer (without trehalose), and then 2.5 μl of 100 mM ADP (to a final concentration of 1 mM ADP) was added for incubation at room temperature for 10 minutes. This was followed by adding 2.5 μl of 10 mM ATP (to a final concentration of 1 mM ATP) for incubation at room temperature for 10 minutes. Bradford reagent (Bio-Rad 5000201) was used to measure the total protein concentration, and the final protein concentration was adjusted to 3 mg/mL using Cilia Final Buffer (without trehalose).</p>
</sec>
<sec id="s4d">
<title>Cryo-EM sample preparation</title>
<p>The concentration of the DMT solution was adjusted to 3 mg/ml. Quantifoil R2/2 grids (Electron Microscopy Sciences, #Q225CR-06) were treated using 1 mL of chloroform overnight followed by negative glow discharge (30 seconds at 25 mAh). Then, 3.5 μl of axoneme sample was applied to treated grids inside the Vitrobot Mark IV (Thermo Fisher) at a blot force of 3, blot time of 5 seconds, and drain time of 0.5 seconds, followed by plunge freezing into liquid ethane.</p>
</sec>
<sec id="s4e">
<title>Cryo-EM data acquisition</title>
<p>Using a Titan Krios 300 kV FEG electron microscope (Thermo Fisher) with a K3 Summit direct electron detector (Gatan, Inc.) and the BioQuantum energy filter (Gatan, Inc.), movies of the axoneme were acquired at 64kx nominal magnification (calculated pixel size of 1.370 Å/pixel) using SerialEM (Mastronarde, 2005). A total dose of 45 electrons per Å<sup>2</sup> over 40 frames for the <italic>WT</italic> and <italic>MEC17-KO</italic> datasets. A total dose of 73 electrons per Å<sup>2</sup> per frame over 30 frames for the <italic>K40R</italic> dataset. The defocus range was between −1.0 and −3.0 μm at an interval of 0.25 μm.</p>
</sec>
<sec id="s4f">
<title>Cryo-EM image processing</title>
<p>Motion correction and dose-weighting of the movies were performed using MotionCor2 (Zhang et al., 2017) implemented in Relion 3 (Zivanov et al., 2018), and the contrast transfer function parameters were estimated using Gctf (Zhang, 2016). Micrographs with apparent drift, ice contamination, and poor contrast transfer function estimation were discarded (18384, 25610, 4283 micrographs for <italic>WT, K40R</italic> and <italic>MEC17-KO</italic> data, respectively). The filaments were picked manually using e2helixboxer (Tang et al., 2007).</p>
<p>An 8-nm periodicity was used to pick particles of 512 x 512 pixels, binned twice, and prealigned using a modified version of the Iterative Helical Real Space Reconstruction script (Egelman, 2007) in SPIDER (Frank et al., 1996) to work with nonhelical symmetry. The alignment parameters were then transferred to Frealign to align the particles for 6 iterations in Frealign (Grigorieff, 2007) and then converted into Relion 3.0. In Relion 3, iterative per-particle-defocus refinement and Bayesian polishing were performed for the 80 nm particles.</p>
<p>Particles were subtracted from their tubulin lattice signal and underwent 3D classification into two classes to obtain the 16-nm repeat particles. The 16-nm repeat particles were then subjected to 3D classification into 3 classes to obtain the 48-nm repeat particles. The 48-nm particles were then refined, resulting in resolutions of 3.5 and 4.3 Angstrom for <italic>K40R</italic> and <italic>MEC17-KO</italic> DMTs from 182387 and 39417 particles, respectively.</p>
<p>To improve the local resolution for each PF during modeling, we performed focused refinements by using masks to cover adjacent PF regions in the DMT. Next, the maps were enhanced by DeepEmhancer (<xref ref-type="bibr" rid="c51">Sanchez-Garcia et al., 2021</xref>) to improve visualization and interpretability.</p>
</sec>
<sec id="s4g">
<title>Tubulin Modeling</title>
<p>The WT tubulin model 6U0H (<xref ref-type="bibr" rid="c17">Ichikawa et al., 2019</xref>) was first fitted into the higher-resolution <italic>K40R</italic> cryo-EM map and then locally modeled using Coot (Emsley et al, 2010) and real space refined in Phenix (Adams et al, 2010) for generation of the <italic>K40R</italic> tubulin model. The <italic>WT</italic> and <italic>MEC17-KO</italic> tubulin models were generated by fitting the <italic>K40R</italic> tubulin model in <italic>WT</italic> and <italic>MEC17-KO</italic> cryo-EM maps, respectively, followed by refinement in Coot (Emsley et al, 2010) and Phenix (Adams et al, 2010). The αK40 loop regions from <italic>WT</italic>, <italic>K40R</italic>, and <italic>MEC17-KO</italic> were locally modeled in focused refinement cryo-EM maps using Coot (Emsley et al, 2010) and Phenix (Adams et al, 2010). All the maps and model visualization were taken using ChimeraX (Goddard et al., 2018).</p>
</sec>
<sec id="s4h">
<title>Coarse-grained molecular dynamic simulation</title>
<p>Based on the atomic structures of the four tubulin dimers, CFAP52 and IJ34, we performed coarse-grained molecular dynamic simulations. The purpose of this simulation was to check the effect of acetylated αK40 on the binding stability of CFAP52. In the coarse-grained model, each amino acid was represented as a single bead located at its Cα position. To observe their dynamics, we used the excluded volume effect, electrostatic interaction, and the energy function AICG2+ (<xref ref-type="bibr" rid="c31">Li, Terakawa, Wang, &amp; Takada, 2012</xref>; <xref ref-type="bibr" rid="c32">Li, Wang, &amp; Takada, 2014</xref>). In AICG2+, the reference structure was assumed to be the most stable conformation, and their parameters were modified from the reference. It is known that the intradimer interaction is much stronger than the interdimer interaction, and the interdimer interaction is much stronger than the intra-PF interaction, so we set the interdimer and PFs’ nonlocal native interaction force to 0.8 and 0.3 times the original value, respectively, while that of the intradimer was kept as the original value (1.0 times). Of note, three residues (PHE133, GLY308, and GLU401) of the B9-PF beta-tubulin at the plus end side were anchored in their position for convenience analysis. We performed the simulation 10 times with acetylated αK40 and non-acetylated αK40 structures using the CafeMol package version 2.1 (<xref ref-type="bibr" rid="c23">Kenzaki et al., 2011</xref>). Each molecular dynamic simulation took 3×10^7 molecular dynamic steps, and they were conducted by the underdamped Langevin dynamics at 300 K temperature. We set the friction coefficient to 0.02 (CafeMol unit), and default values were used for others.</p>
<p>Normally, in dealing with electrostatic interactions, LYS and ARG, GLU and ASP, and other amino acids were given a charge of +1, −1, and 0, respectively. However, in this simulation, it was necessary to evaluate the electrostatic interaction as accurately as possible, so we calculated the surface charge density from the all-atom structure and remapped the charge distribution using only Ca beads to reproduce the all-atom surface charge distribution. The technique is called RESPAC (<xref ref-type="bibr" rid="c61">Terakawa &amp; Takada, 2014</xref>). We applied RESPAC to regions without missing data, such as the αK40-loop and E-hook. For the missing region (and so we performed loop modeling by MODELLER (<xref ref-type="bibr" rid="c50">Šali &amp; Blundell, 1993</xref>), we treat their charge by default definition. In the coarse-grained model, each amino acid is treated as a single bead, so we simply assumed that if αK40 was acetylated, its charge was zero, while non-acetylated αK40 had a +1 charge.</p>
</sec>
<sec id="s4i">
<title>All-atom molecular dynamic simulation</title>
<p>The purpose of the all-atom molecular dynamic simulation was to check whether the acetylated αK40 loop takes fewer conformations than the non-acetylated αK40 loop. In the all-atom molecular dynamic simulation using GROMACS (<xref ref-type="bibr" rid="c1">Abraham et al., 2015</xref>; <xref ref-type="bibr" rid="c44">Pronk et al., 2013</xref>), we used the GROMOS54a7 force field for protein (<xref ref-type="bibr" rid="c54">Schmid et al., 2011</xref>) and SPC for solvent water (<xref ref-type="bibr" rid="c20">Jorgensen &amp; Tirado-Rives, 2005</xref>). We added sodium and chloride ions to neutralize the system and to make the salt concentration approximately equal to 0.1 Energy minimization by the steepest descent minimization algorithm was followed by equilibration with NVT and NPT for 100 ps at 300 K. In the production run, we used NPT ensemble simulations with 1 atm and 300 K. The production run consisted of a 1 fs step for 180 ns. The α-tubulin at the plus end of B9-PF was used as a reference structure for the simulation. To model the structure of acetylated αK40, Vienna-PTM 2.0 was used (<xref ref-type="bibr" rid="c36">Margreitter, Petrov, &amp; Zagrovic, 2013</xref>; <xref ref-type="bibr" rid="c37">Margreitter, Reif, &amp; Oostenbrink, 2017</xref>; <xref ref-type="bibr" rid="c41">Petrov, Margreitter, Grandits, Oostenbrink, &amp; Zagrovic, 2013</xref>). The force field used (GROMOS54a7) had already been set up for the acetylated lysine.</p>
</sec>
<sec id="s4j">
<title>Measurement of inter-PF rotation angles</title>
<p>The inter-PF rotation angle can be defined by the lateral rotation angle between each subsequent PF pair. The rotation angles and Z-shift between PF pairs were measured using the “measure” command from ChimeraX (<xref ref-type="bibr" rid="c42">Pettersen et al., 2004</xref>). Data for <italic>WT, K40R</italic>, and <italic>MEC17-KO</italic> cells were compiled into GraphPad Prism 9 to perform ANOVA and plotting.</p>
</sec>
<sec id="s4k">
<title>Measurement of interdimer distance</title>
<p>We docked in the atomic models of the α- and β-tubulins in the maps of <italic>WT, K40R</italic>, and <italic>MEC17-KO</italic>. The interdimer distance was measured between the N9 GTP of α-tubulin and that of the next α-tubulin in the same PF using the “distance” command from Chimera (<xref ref-type="bibr" rid="c42">Pettersen et al., 2004</xref>).</p>
</sec>
<sec id="s4l">
<title>Mass Spectrometry</title>
<p>Samples prepared for cryo-EM were used for mass spectrometry analysis. Laemmli buffer at 4X (#1610747, Bio-Rad) was added to the microtubule fraction samples in Cilia Final Buffer buffer so that it was 1x, and 25-30 μg protein was loaded on the SDS_PAGE gel. Electrophoresis was performed, but the run was terminated before the proteins entered the separation gel. A band containing all proteins in the sample was then cut out from the gel and subjected to in-gel digestion. The obtained peptides (∼2 μg) were chromatographically separated on a Dionex Ultimate 3000 UHPLC. First, peptides were loaded onto a Thermo Acclaim Pepmap (Thermo, 75 μm ID × 2 cm with 3 μm C18 beads) precolumn and then onto an Acclaim Pepmap Easyspray (Thermo, 75 μm × 25 cm with 2 μm C18 beads) analytical column and separated with a flow rate of 200 nl/min with a gradient of 2-35% solvent (acetonitrile containing 0.1% formic acid) over 2 hours. Peptides of charge 2+ or higher were recorded using a Thermo Orbitrap Fusion mass spectrometer operating at 120,000 resolution (FWHM in MS1, 15,000 for MS/MS). The data were searched against the <italic>Tetrahymena thermophila</italic> protein dataset from UniProt (<ext-link ext-link-type="uri" xlink:href="https://www.uniprot.org/">https://www.uniprot.org/</ext-link>).</p>
<p>Mass spectrometry data were analyzed by Scaffold_4.8.4 (Proteome Software Inc.). Proteins with mean values of exclusive unique peptide count of 2 or more in the WT mass spectrometry results were used for analysis. Raw mass spectrometry data were normalized by the total spectra. ANOVA statistical tests were applied to <italic>MEC17-KO</italic>, <italic>K40R</italic> and <italic>WT</italic> mass spectrometry results using biological triplicates. Proteins exhibiting a minimum of twofold increase/decrease and a statistical significance threshold (<italic>p</italic> &lt; 0.05) in mutants compared to <italic>WT</italic> were identified as up- or downregulated.</p>
</sec>
</sec>
<sec id="s5">
<title>Data availability</title>
<p>The data produced in this study are available in the following databases:
<list list-type="bullet">
<list-item><p>Cryo-EM maps of the 48-nm repeat of <italic>MEC17-KO</italic> DMT: EMDB EMD-40436</p></list-item>
<list-item><p>Model coordinates of the <italic>MEC17-KO</italic> DMT: PDB 8SF7</p></list-item>
</list>
The WT and K40R structures used in this paper have associated maps in the Electron Microscopy Data Bank database with the following EMDB IDs EMD-29685 and EMD-29692.</p>
<p>The WT and K40R structures used in this paper have coordinates in the RCSB Protein Data Bank database with the following PDB IDs 8G2Z and 8G3D.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We thank Drs. Kelly Sears, Mike Strauss, Kaustuv Basu, and Jeannie Mui (Facility for Electron Microscopy Research at McGill University) for helping with data collection and maintenance of the electron microscopes. We thank Amy Wong, Lorne Taylor and Jean-François Trempe (RI-MUHC Proteomics Platform) for their help with mass spectrometry. SK is supported by a JSPS Overseas Research Fellowship. KHB is supported by grants from the Canadian Institutes of Health Research (PJT-156354) and Natural Sciences and Engineering Research Council of Canada (RGPIN-2022-04774). JG is supported by NIH grants R01GM135444 and R01GM139856, respectively.</p>
</ack>
<sec>
<table-wrap id="tbl1" orientation="portrait" position="float">
<label>Table 1:</label>
<caption><title>Cryo-EM data collection refinement</title></caption>
<graphic xlink:href="558788v1_tbl1.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tbl2" orientation="portrait" position="float">
<label>Table 2:</label>
<caption><title>Refinement statistics of WT, K40R and MEC17 48nm models.</title></caption>
<graphic xlink:href="558788v1_tbl2.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
</sec>
<sec id="d1e1424">
<title>Supplementary Figures and Tables</title>
<fig id="figS1" position="float" orientation="portrait" fig-type="figure">
<label>Figure S1.</label>
<caption><title>Purification and structure determination of DMT.</title>
<p>(A) Purification scheme of the axoneme in this study. (B) A typical cryo-EM image of the <italic>Tetrahymena</italic> DMT. (C) Gold-standard Fourier shell correlation of the 48-nm repeat cryo-EM maps of the <italic>WT, K40R, and MEC17-KO Tetrahymena</italic> strains.</p></caption>
<graphic xlink:href="558788v1_figS1.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<fig id="figS2" position="float" orientation="portrait" fig-type="figure">
<label>Figure S2.</label>
<caption><title>Diverse structures of the αK40 loops.</title>
<p>Cryo-EM maps and models of partial and full αK40 loops in A2 (A-C), A10 (D-F), B1 (G-I), from <italic>WT, K40R,</italic> and <italic>MEC17-KO Tetrahymena</italic> strains.</p></caption>
<graphic xlink:href="558788v1_figS2.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<fig id="figS3" position="float" orientation="portrait" fig-type="figure">
<label>Figure S3.</label>
<caption><title>Interdimer distance within the same PF measured from cryo-EM density maps of <italic>WT, K40R</italic>, and <italic>MEC17-KO Tetrahymena</italic> species.</title></caption>
<graphic xlink:href="558788v1_figS3.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<fig id="figS4" position="float" orientation="portrait" fig-type="figure">
<label>Figure S4.</label>
<caption><title>Mass spectrometry analysis of <italic>WT</italic>, <italic>K40R</italic> and <italic>MEC17-KO</italic></title>
<p>(A) Radial spoke protein abundance in mass spectrometry triplicates of <italic>WT</italic>, <italic>K40R</italic>, and <italic>MEC17-KO Tetrahymena</italic> species. Asterisk (*) indicates a significant difference with p &lt; 0.05. (B) Volcano plot showing up- and downregulated proteins in <italic>K40R</italic> mutants compared against <italic>WT</italic>, y-axis showing the −Log10 p values, and x-axis showing the Log2-fold change where negative and positive values suggest potential downregulation and upregulation, respectively. (C) Volcano plot showing up- and downregulated proteins in <italic>MEC17-KO</italic> mutants compared to <italic>WT</italic>.</p></caption>
<graphic xlink:href="558788v1_figS4.tif" mimetype="image" mime-subtype="tiff"/>
</fig>
<table-wrap id="tblS1" orientation="portrait" position="float">
<label>Table S1.</label><caption><title>Count of full, partial, and missing αK40 loops based upon the <italic>K40R</italic> cryo-EM density maps, along with possible MIP interactions for αK40 loops in each PF.</title></caption>
<graphic xlink:href="558788v1_tblS1.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tblS2" orientation="portrait" position="float">
<label>Table S2.</label><caption><title>Inter-PF angles between subsequent PF obtained from cryo-EM maps of <italic>WT</italic>, <italic>K40R</italic>, and <italic>MEC17-KO Tetrahymena</italic> cilia.</title></caption>
<graphic xlink:href="558788v1_tblS2.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tblS3" orientation="portrait" position="float">
<label>Table S3.</label><caption><title>ANOVA test p values and significance of the interdimer distances of tubulin subunits within each PF in <italic>WT, K40R</italic>, and <italic>MEC17-KO Tetrahymena</italic> cilia.</title></caption>
<graphic xlink:href="558788v1_tblS3.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tblS4" orientation="portrait" position="float">
<label>Table S4.</label><caption><title>Proteins downregulated at least twofold in the <italic>K40R</italic> mutant compared to the <italic>WT</italic>.</title></caption>
<graphic xlink:href="558788v1_tblS4.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tblS5" orientation="portrait" position="float">
<label>Table S5.</label><caption><title>Proteins upregulated at least twofold in the <italic>K40R</italic> mutant compared to <italic>WT</italic></title></caption>
<graphic xlink:href="558788v1_tblS5.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tblS6" orientation="portrait" position="float">
<label>Table S6.</label><caption><title>Proteins downregulated at least twofold in the <italic>MEC17-KO</italic> mutant compared to the <italic>WT</italic></title></caption>
<graphic xlink:href="558788v1_tblS6.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
<table-wrap id="tblS7" orientation="portrait" position="float">
<label>Table S7.</label><caption><title>Proteins upregulated least twofold in the <italic>MEC17-KO</italic> mutant compared to the <italic>WT</italic></title></caption>
<graphic xlink:href="558788v1_tblS7.tif" mimetype="image" mime-subtype="tiff"/>
</table-wrap>
</sec>
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</back>
<sub-article id="sa0" article-type="editor-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.92219.1.sa1</article-id>
<title-group>
<article-title>eLife Assessment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ori-McKenney</surname>
<given-names>Kassandra M</given-names>
</name>
<role specific-use="editor">Reviewing Editor</role>
<aff>
<institution-wrap>
<institution>University of California</institution>
</institution-wrap>
<city>Davis</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>Fundamental</kwd>
</kwd-group>
</front-stub>
<body>
<p>In their <bold>fundamental</bold> study, the authors employ a combination of cryo-electron microscopy, molecular dynamics, and mass spectrometry to elucidate the impact of α-tubulin acetylation at the lumenal lysine 40 residue (αK40) on the structure and stability of doublet microtubules in cilia. While the work provides <bold>compelling</bold> evidence for the role of αK40 acetylation in the cilium, the current version could benefit from additional statistical analyses and clarification of its conclusions regarding the effects of acetylation on microtubule inner proteins (MIPs).</p>
</body>
</sub-article>
<sub-article id="sa1" article-type="referee-report">
<front-stub>
<article-id pub-id-type="doi">10.7554/eLife.92219.1.sa0</article-id>
<title-group>
<article-title>Joint 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 study &quot;Effect of alpha-tubulin acetylation on the doublet microtubule structure&quot; by S. Yang et al employs a multi-disciplinary approach, including cryo-electron microscopy (cryo-EM), molecular dynamics, and mass spectrometry, to investigate the impact of α-tubulin acetylation at the lysine 40 residue (αK40) on the structure and stability of doublet microtubules in cilia. The work reveals that αK40 acetylation exerts a small-scale, but significant, effect by influencing the lateral rotational angle of the microtubules, thereby affecting their stability. Additionally, the study provided an explanation of the relationship between αK40 acetylation and phosphorylation within cilia, despite that the details still remain elusive. Overall, these findings contribute to our understanding of how post-translational modifications can influence the structure, composition, stability, and functional properties of important cellular components like cilia.</p>
<p>Strengths:</p>
<p>
1. Multi-Disciplinary Approach: The study employs a robust combination of cryo-electron microscopy (cryo-EM), molecular dynamics, and mass spectrometry, providing a comprehensive analysis of the subject matter.</p>
<p>
2. Significant Findings: The paper successfully demonstrates the impact of αK40 acetylation on the lateral rotational angles between protofilaments (inter-PF angles) of doublet microtubules in cilia, thereby affecting their stability. This adds valuable insights into the role of post-translational modifications in cellular components.</p>
<p>
3. Exploration of Acetylation-Phosphorylation Relationship: The study also delves into the relationship between αK40 acetylation and phosphorylation within cilia, contributing to a broader understanding of post-translational modifications.</p>
<p>
4. High-quality data: The authors are cryo-EM experts in the field and the data quality presented in the manuscript is excellent.</p>
<p>
5. Depth of analysis: The authors analyzed the effects of αK40 acetylation in excellent depth which significantly improved our understanding of this system.</p>
<p>Weaknesses:</p>
<p>
I have no major concerns about this paper, but would recommend that a few minor issues be addressed.</p>
<p>1. Lack of Statistical Details: The review points out that the paper could benefit from providing more statistical details, such as the number of particles and maps used for analysis, randomization methods, and dataset splitting for statistical analyses.</p>
<p>
2. Questionable Conclusion Regarding MIPs: The reviewer suggests caution in the paper's conclusion that &quot;Acetylation of αK40 does not affect tubulin and MIPs.&quot; The reviewer recommends that this conclusion be more specific or supported by additional evidence to exclude all other possibilities.</p>
<p>
3. Need for Additional Visual Data: The reviewer recommends that an enlarged local density map along with fitted PDB models be provided in a supplementary figure, such as Figure 4.</p>
<p>Overall, the paper is strong in its scientific approach and findings but could benefit from additional statistical rigor and clarification of certain conclusions.</p>
</body>
</sub-article>
</article>