<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD with MathML3 v1.3 20210610//EN"  "JATS-archivearticle1-3-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"><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">92882</article-id><article-id pub-id-type="doi">10.7554/eLife.92882</article-id><article-id pub-id-type="doi" specific-use="version">10.7554/eLife.92882.3</article-id><article-version article-version-type="publication-state">version of record</article-version><article-categories><subj-group subj-group-type="display-channel"><subject>Research Article</subject></subj-group><subj-group subj-group-type="heading"><subject>Neuroscience</subject></subj-group></article-categories><title-group><article-title>Fear conditioning biases olfactory sensory neuron frequencies across generations</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Liff</surname><given-names>Clara W</given-names></name><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-2132-3613</contrib-id><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="fn" rid="con1"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Ayman</surname><given-names>Yasmine R</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="con2"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Jaeger</surname><given-names>Eliza CB</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="con3"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Cardeiro</surname><given-names>Avery</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="con4"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Lee</surname><given-names>Hudson S</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="con5"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Kim</surname><given-names>Alexis</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="con6"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Vina-Abarracin</surname><given-names>Angelica</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="con7"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author"><name><surname>Ferguson</surname><given-names>Dianne-Lee KD</given-names></name><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff3">3</xref><xref ref-type="fn" rid="con8"/><xref ref-type="fn" rid="conf1"/></contrib><contrib contrib-type="author" corresp="yes"><name><surname>Marlin</surname><given-names>Bianca J</given-names></name><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-4275-7891</contrib-id><email>bjm2174@columbia.edu</email><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="aff" rid="aff3">3</xref><xref ref-type="aff" rid="aff4">4</xref><xref ref-type="fn" rid="con9"/><xref ref-type="fn" rid="conf1"/></contrib><aff id="aff1"><label>1</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00hj8s172</institution-id><institution>Mortimer B. Zuckerman Mind Brain and Behavior Institute, Columbia University</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff2"><label>2</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00hj8s172</institution-id><institution>Department of Neuroscience, Columbia University</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff3"><label>3</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00hj8s172</institution-id><institution>Howard Hughes Medical Institute, Columbia University</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff><aff id="aff4"><label>4</label><institution-wrap><institution-id institution-id-type="ror">https://ror.org/00hj8s172</institution-id><institution>Department of Psychology, Columbia University</institution></institution-wrap><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib-group><contrib-group content-type="section"><contrib contrib-type="editor"><name><surname>Penzo</surname><given-names>Mario A</given-names></name><role>Reviewing Editor</role><aff><institution-wrap><institution-id institution-id-type="ror">https://ror.org/04xeg9z08</institution-id><institution>National Institute of Mental Health</institution></institution-wrap><addr-line><named-content content-type="city">Bethesda</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="senior_editor"><name><surname>Wassum</surname><given-names>Kate M</given-names></name><role>Senior Editor</role><aff><institution-wrap><institution-id institution-id-type="ror">https://ror.org/046rm7j60</institution-id><institution>University of California</institution></institution-wrap><addr-line><named-content content-type="city">Los Angeles</named-content></addr-line><country>United States</country></aff></contrib></contrib-group><pub-date publication-format="electronic" date-type="publication"><day>14</day><month>04</month><year>2026</year></pub-date><volume>12</volume><elocation-id>RP92882</elocation-id><history><date date-type="sent-for-review" iso-8601-date="2023-09-28"><day>28</day><month>09</month><year>2023</year></date></history><pub-history><event><event-desc>This manuscript was published as a preprint.</event-desc><date date-type="preprint" iso-8601-date="2023-09-19"><day>19</day><month>09</month><year>2023</year></date><self-uri content-type="preprint" xlink:href="https://doi.org/10.1101/2023.02.23.529692"/></event><event><event-desc>This manuscript was published as a reviewed preprint.</event-desc><date date-type="reviewed-preprint" iso-8601-date="2023-12-15"><day>15</day><month>12</month><year>2023</year></date><self-uri content-type="reviewed-preprint" xlink:href="https://doi.org/10.7554/eLife.92882.1"/></event><event><event-desc>The reviewed preprint was revised.</event-desc><date date-type="reviewed-preprint" iso-8601-date="2025-12-03"><day>03</day><month>12</month><year>2025</year></date><self-uri content-type="reviewed-preprint" xlink:href="https://doi.org/10.7554/eLife.92882.2"/></event></pub-history><permissions><copyright-statement>© 2023, Liff et al</copyright-statement><copyright-year>2023</copyright-year><copyright-holder>Liff et al</copyright-holder><ali:free_to_read/><license xlink:href="http://creativecommons.org/licenses/by/4.0/"><ali:license_ref>http://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="http://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-92882-v1.pdf"/><self-uri content-type="figures-pdf" xlink:href="elife-92882-figures-v1.pdf"/><abstract><p>The main olfactory epithelium initiates the process of odor encoding. Recent studies have demonstrated intergenerationally inherited changes in the olfactory system in response to fear conditioning, resulting in increases in olfactory sensory neuron frequencies and altered responses to odors. We investigated changes in the cellular composition of the olfactory epithelium in response to an aversive stimulus. Here, we achieve volumetric cellular resolution to demonstrate that olfactory fear conditioning increases the number of odor-encoding neurons in mice that experience odor-shock conditioning (F0), <italic>as well as their unconditioned offspring</italic> (F1). We demonstrate that the increase in F0 is due, in part, to the biasing of the stem cell layer of the main olfactory epithelium. A detailed analysis of F1 behavior revealed subtle odor-specific differences between the offspring of unconditioned and conditioned parents, despite the absence of an active aversion to the conditioned odor. Thus, we reveal intergenerational regulation of olfactory epithelium composition in response to olfactory fear conditioning, providing insight into the heritability of acquired phenotypes.</p></abstract><kwd-group kwd-group-type="author-keywords"><kwd>olfaction</kwd><kwd>stem cell</kwd><kwd>fear conditioning</kwd><kwd>iDisco</kwd><kwd>behavior</kwd></kwd-group><kwd-group kwd-group-type="research-organism"><title>Research organism</title><kwd>Mouse</kwd></kwd-group><funding-group><award-group id="fund1"><funding-source><institution-wrap><institution-id institution-id-type="ror">https://ror.org/01cmst727</institution-id><institution>Simons Foundation</institution></institution-wrap></funding-source><award-id>Simons Society of Fellows Junior Fellowship 524991</award-id><principal-award-recipient><name><surname>Marlin</surname><given-names>Bianca J</given-names></name></principal-award-recipient></award-group><award-group id="fund2"><funding-source><institution-wrap><institution-id institution-id-type="ror">https://ror.org/0151kez15</institution-id><institution>United Negro College Fund</institution></institution-wrap></funding-source><award-id>E.E. Just Fellowship CU20-1071</award-id><principal-award-recipient><name><surname>Marlin</surname><given-names>Bianca J</given-names></name></principal-award-recipient></award-group><award-group id="fund3"><funding-source><institution-wrap><institution-id institution-id-type="ror">https://ror.org/03a63f080</institution-id><institution>Brain and Behavior Research Foundation</institution></institution-wrap></funding-source><award-id>NARSAD Young Investigator Grant 30380</award-id><principal-award-recipient><name><surname>Marlin</surname><given-names>Bianca J</given-names></name></principal-award-recipient></award-group><award-group id="fund4"><funding-source><institution-wrap><institution-id institution-id-type="ror">https://ror.org/006w34k90</institution-id><institution>Howard Hughes Medical Institute</institution></institution-wrap></funding-source><award-id>Freeman Hrabrowski Scholar</award-id><principal-award-recipient><name><surname>Marlin</surname><given-names>Bianca J</given-names></name></principal-award-recipient></award-group><award-group id="fund5"><funding-source><institution-wrap><institution-id institution-id-type="ror">https://ror.org/04xeg9z08</institution-id><institution>National Institute of Mental Health</institution></institution-wrap></funding-source><award-id>T32MH126036</award-id><principal-award-recipient><name><surname>Liff</surname><given-names>Clara W</given-names></name></principal-award-recipient></award-group><award-group id="fund6"><funding-source><institution-wrap><institution-id institution-id-type="ror">https://ror.org/01cwqze88</institution-id><institution>National Institutes of Health</institution></institution-wrap></funding-source><award-id>1S10OD023587-01</award-id><principal-award-recipient><name><surname>Marlin</surname><given-names>Bianca J</given-names></name></principal-award-recipient></award-group><funding-statement>The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.</funding-statement></funding-group><custom-meta-group><custom-meta specific-use="meta-only"><meta-name>Author impact statement</meta-name><meta-value>Olfactory fear conditioning biases olfactory stem cell receptor fate, increasing the frequency by which maturing neurons express the receptor of the paired odor and changing the representation of the olfactory sensory neuron landscape in the next generation.</meta-value></custom-meta><custom-meta specific-use="meta-only"><meta-name>publishing-route</meta-name><meta-value>prc</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Olfactory fear conditioning in mice results in the persistent avoidance of the conditioned odor. Moreover, the number of olfactory sensory neurons (OSNs) that respond to the conditioned odor increases in the main olfactory epithelium (<xref ref-type="bibr" rid="bib23">Jones et al., 2008</xref>). Strikingly, this increase in the number of specific sensory neurons is observed not only in conditioned F0 males, but also in their unconditioned offspring (F1), despite never having been exposed to the conditioned odor (<xref ref-type="bibr" rid="bib13">Dias and Ressler, 2014</xref>; <xref ref-type="bibr" rid="bib1">Aoued et al., 2019</xref>; <xref ref-type="bibr" rid="bib2">Aoued et al., 2020</xref>). This phenomenon of intergenerational epigenetic inheritance describes the transfer of information from one generation to the next without alterations to the sequence of the genome.</p><p>Transgenerational epigenetic inheritance, the transfer of information beyond the F1 generation, is responsible for several examples of non-Mendelian transmission in plants, fission yeast, and worms (<xref ref-type="bibr" rid="bib19">Greer et al., 2011</xref>; <xref ref-type="bibr" rid="bib42">Schmitz et al., 2011</xref>; <xref ref-type="bibr" rid="bib38">Rechavi et al., 2014</xref>; <xref ref-type="bibr" rid="bib50">Yu et al., 2018</xref>; <xref ref-type="bibr" rid="bib30">Moore et al., 2021</xref>). In these organisms, molecular genetics has provided a detailed mechanistic understanding of the transmission of epigenetic information from parent to multiple generations of offspring (<xref ref-type="bibr" rid="bib36">Rando and Verstrepen, 2007</xref>; <xref ref-type="bibr" rid="bib16">Fitz-James and Cavalli, 2022</xref>). While the existence of transgenerational epigenetic inheritance in mammals remains controversial, many studies have demonstrated the intergenerational inheritance of phenotypes in mice (<xref ref-type="bibr" rid="bib5">Carone et al., 2010</xref>; <xref ref-type="bibr" rid="bib14">Dietz et al., 2011</xref>; <xref ref-type="bibr" rid="bib13">Dias and Ressler, 2014</xref>; <xref ref-type="bibr" rid="bib17">Gapp et al., 2014</xref>; <xref ref-type="bibr" rid="bib21">Huypens et al., 2016</xref>; <xref ref-type="bibr" rid="bib9">Chen et al., 2016</xref>; <xref ref-type="bibr" rid="bib7">Chan et al., 2020</xref>; <xref ref-type="bibr" rid="bib12">Cunningham et al., 2021</xref>; <xref ref-type="bibr" rid="bib46">Toussaint et al., 2022</xref>). As mice rely heavily on their sense of smell, olfactory conditioning in a parent may provide future generations with an adaptive advantage: enhanced sensitivity to aversive sensory features in the parent’s environment. The intergenerational inheritance of olfactory properties provides a tractable model for understanding mammalian epigenetic inheritance because we can ask how signals responsible for specific changes in the nose are transmitted to the gamete, and then to the offspring.</p><p>The mechanisms responsible for the intergenerational increase in odor-responsive OSN number following aversive conditioning are more readily addressed in the olfactory epithelium of F0 mice than in F1 progeny. Elucidation of these local signaling events may then provide insight into the more distant transmission of information to the gametes. The mature olfactory sensory epithelium undergoes constant neurogenesis throughout the life of vertebrates. In mice, the lifespan of a mature OSN is estimated to be 30 days, and new sensory neurons are continually generated by the division of basal stem cells and differentiation into mature OSNs (<xref ref-type="bibr" rid="bib26">Liberia et al., 2019</xref>). Continuous neurogenesis suggests that increases in specific OSN populations following olfactory fear conditioning could result from the increased birth or enhanced survival rate of a specific OSN subtype.</p><p>Olfactory perception is initiated by the recognition of odors by a large repertoire of receptors in the MOE. In mice, each mature OSN expresses only one of 1400 olfactory receptor genes (<xref ref-type="bibr" rid="bib4">Buck and Axel, 1991</xref>). A cell’s receptor choice is semi-stochastic and is mediated by a unique mechanism of transactivation that delivers the necessary transcription factors to only one allele of a single receptor gene (<xref ref-type="bibr" rid="bib11">Chess et al., 1994</xref>; <xref ref-type="bibr" rid="bib44">Shykind et al., 2004</xref>; <xref ref-type="bibr" rid="bib27">Lomvardas et al., 2006</xref>). Neurons expressing a given receptor are distributed within a spatially restricted region of the MOE and project with precision to spatially invariant glomeruli in the olfactory bulb. Each odor can interact with multiple distinct receptors, resulting in the activation of a unique ensemble of glomeruli. The recognition of an odor requires the integration of information passed from glomeruli to mitral and tufted cells in the olfactory bulb, and then to convergent downstream olfactory areas (<xref ref-type="bibr" rid="bib34">Price and Powell, 1970</xref>; <xref ref-type="bibr" rid="bib35">Price, 1985</xref>; <xref ref-type="bibr" rid="bib8">Chen et al., 2014</xref>; <xref ref-type="bibr" rid="bib15">Diodato et al., 2016</xref>). If the receptor choice in a developing OSN can be biased by salient odor associations in the environment, this would afford a mechanism to alter OSN frequencies in the MOE, and potentially the subsequent downstream encoding of the odor.</p><p>In this study, we performed quantification of OSNs after olfactory fear conditioning, corroborating the results of an increase in the OSNs responsive to the conditioned odor. Moreover, enhanced numbers of these specific OSNs are also observed in the F1 offspring of conditioned fathers. Additionally, we demonstrate that this increase in the F0 generation is specific to OSN subtypes expressing receptors that respond to the conditioned odor and not a global increase in OSN number. We further demonstrate that a biased increase in specific OSNs after learning is likely to result from the enhanced proliferation of specific OSNs, suggesting that biased receptor choice underlies this phenomenon in the parent and is epigenetically inherited by their offspring. Behavioral analysis of conditioned F0 mice at multiple timepoints revealed avoidance at day 21 but not 42 or 63, despite the persistence of an increase in the number of OSNs responsive to the conditioned odor. Similarly, the F1 offspring of conditioned F0 males exhibited an increase in the number of conditioned odor-responsive OSNs but did not demonstrate an active avoidance of the conditioned odor. However, in-depth behavioral analysis revealed odor-specific effects in F1 cohorts in which offspring of paired F0 males exhibit alterations in behavior in the context of their father’s conditioned odor. Ultimately, our findings suggest that heritable increases in OSN populations, although distinct from active avoidance behavior, may influence more nuanced behaviors.</p></sec><sec id="s2" sec-type="results"><title>Results</title><sec id="s2-1"><title>Olfactory fear conditioning leads to an increase in conditioned odor-responsive cells in parents (F0)</title><p>In initial experiments, we asked whether we could observe changes in the abundance of receptors responsive to an odor after olfactory fear conditioning. The olfactory receptor M71 responds to the odor acetophenone, whereas the receptor MOR23 responds to the odor lyral (<xref ref-type="bibr" rid="bib45">Touhara et al., 1999</xref>; <xref ref-type="bibr" rid="bib3">Bozza et al., 2002</xref>). Transgenic mice with targeted mutations at the M71 or MOR23 locus to express green fluorescent protein (GFP) allowed for determination of M71 and MOR23 OSN abundance. Male and female <italic>Olfr151</italic><sup>IRES-tauGFP/IRES-tauGFP</sup> (M71-GFP) or <italic>Olfr16</italic><sup>IRES-tauGFP/IRES-tauGFP</sup> (MOR23-GFP) mice were subjected to an aversive olfactory conditioning paradigm in which a 10 s presentation of the odor acetophenone or lyral was paired with 0.75 mA foot shock, five times daily for 3 consecutive days (<xref ref-type="fig" rid="fig1">Figure 1B and C</xref>). The unpaired control group received the same number of odor presentations but experienced a 60-s delay between odor presentation and foot shock (<xref ref-type="fig" rid="fig1">Figure 1C</xref>), while the naive control group received no conditioning. The MOEs of conditioned mice were surgically extracted 21 days after the initiation of conditioning and subjected to iDISCO+ optical tissue clearing to visualize M71- and MOR23-expressing OSNs in intact olfactory epithelia (<xref ref-type="fig" rid="fig1">Figure 1B, D and E</xref>; <xref ref-type="bibr" rid="bib39">Renier et al., 2016</xref>). Next, we imaged the anterior region of cleared epithelia using light sheet microscopy and counted the number of M71 or MOR23 OSNs in a fixed volume of tissue using automated spot detection software (<xref ref-type="fig" rid="fig1">Figure 1G and I</xref>; <xref ref-type="video" rid="video1">Videos 1</xref>–<xref ref-type="video" rid="video6">6</xref>).</p><fig-group><fig id="fig1" position="float"><label>Figure 1.</label><caption><title>Olfactory fear conditioning leads to an increase in conditioned-odor-responsive cells in parents (F0) that is heritable (F1).</title><p>(<bold>A</bold>) Schematic representation of the mouse main olfactory epithelium and olfactory bulb. MOE: main olfactory epithelium. OB: olfactory bulb. (<bold>B</bold>) Timeline of olfactory fear conditioning, breeding for the F1 generation, and MOE collection. (<bold>C</bold>) Experimental paradigms for olfactory fear conditioning groups. Mice in the paired condition received a foot shock that co-terminated with odor presentation, while mice in the unpaired condition received a foot shock 60 s after odor presentation. (<bold>D</bold>) Schematic demonstrating the process by which cells of interest in the MOE were quantified. Epithelia from both Olfr151<sup>IRES-tauGFP/IRES-tauGFP</sup> (M71-GFP) and <italic>Olfr16</italic><sup>IRES-tauGFP/IRES-tauGFP</sup> (MOR23-GFP) adult mice were cleared using the iDISCO+ tissue-clearing protocol. Samples were imaged on a light sheet microscope and analyzed using Imaris spot detection software. (<bold>E</bold>) Images of the MOE before (left) and after (right) optical tissue clearing. (<bold>F</bold>) Example images of M71 OSNs in zone 1 of cleared MOE from both the unpaired (left) and paired (middle) conditions. Example image of an MOE with the counted cells represented by colored dots (right). Each set of colors represents a distinct counting cube. Scale bar: 200 µm. (<bold>G</bold>) The average number of M71 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of naive (gray), acetophenone unpaired (lighter green), and acetophenone paired (darker green) conditions in F0 and F1 (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 paired p&lt;0.0001. F0 unpaired vs. paired p&lt;0.0001. Naive vs. F1 paired p&lt;0.0001. F1 unpaired vs. paired p&lt;0.0001. n=12,11,12,12,14.). Squares indicate males, triangles indicate females. (<bold>H</bold>) Example images of MOR23 OSNs in zone 1 of cleared MOE from both the unpaired (left) and paired (middle) conditions. Example image of an MOE with the counted cells represented by colored dots (right). Scale bar: 200 µm. (<bold>I</bold>) The average number (+/- standard error) of MOR23 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium in naive (gray), lyral unpaired (lighter purple), and lyral paired (darker purple) conditions in F0 and F1 (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 paired p=&lt;0.0001. F0 unpaired vs. paired p&lt;0.0001. F1 unpaired vs. paired p=0.0368. n=7,9,9,6,6.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig1-v1.tif"/></fig><fig id="fig1s1" position="float" specific-use="child-fig"><label>Figure 1—figure supplement 1.</label><caption><title>Conditioned odor-responsive OSN counts by sex.</title><p>(<bold>A</bold>) The average number (+/- standard error) of M71 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of naive (gray), acetophenone unpaired (lighter green), and acetophenone paired (darker green) conditions in F0 and F1, separated by sex (Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.0425. n=5,7,9,2,12,0,5,7,9,5.). (<bold>B</bold>) The average number (+/- standard error) of MOR23 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of naive (gray), lyral unpaired (lighter purple), and lyral paired (darker purple) conditions in F0 and F1, separated by sex (Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.7206. n=6,1,7,2,7,2,2,4,1,5.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig1-figsupp1-v1.tif"/></fig><fig id="fig1s2" position="float" specific-use="child-fig"><label>Figure 1—figure supplement 2.</label><caption><title>F1 conditioned odor-responsive OSN counts by litter.</title><p>(<bold>A</bold>) The average number (+/- standard error) of M71 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of the F1 offspring of acetophenone-unpaired (lighter green), and acetophenone-paired (darker green) fathers, separated by litter (One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. UP_A vs. P_B p=0.0329. UP_A vs. P_C p=0.0041. UP_A vs. P_E p=0.0001. UP_B vs. P_B p=0.038. UP_B vs. P_C p=0.0043. UP_B vs. P_E p=0.0002. UP_C vs. P_A p=0.046. UP_C vs. P_B p=0.006. UP_C vs. P_C p=0.0015. UP_C vs. P_D p=0.0241. UP_C vs. P_E p&lt;0.0001. P_A vs. P_E p=0.0257. n=4,3,5,4,4,1,1,4.). (<bold>B</bold>) The average number (+/- standard error) of MOR23 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of the F1 offspring of lyral-unpaired (lighter green), and lyral-paired (darker green) fathers, separated by litter (One-way ANOVA. p=0.0004. UP_A vs. P_A p=0.0008. UP_A vs. P_B p=0.0133. UP_A vs. P_C p=0.002. n=6,3,1,2.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig1-figsupp2-v1.tif"/></fig></fig-group><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video1.mp4" id="video1"><label>Video 1.</label><caption><title>Representative video of zone 1 of a cleared MOE from a homozygous M71-GFP acetophenone unpaired mouse.</title><p>M71 OSNs are visualized in white. Scale indicated in video.</p></caption></media><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video2.mp4" id="video2"><label>Video 2.</label><caption><title>Representative video zooming into a nasal turbinate (zone 1) of a cleared MOE from a homozygous M71-GFP acetophenone unpaired mouse.</title><p>M71 OSNs are visualized in white. Scale indicated in video.</p></caption></media><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video3.mp4" id="video3"><label>Video 3.</label><caption><title>Representative video of a cleared MOE from a homozygous M71-GFP acetophenone unpaired mouse, showing coronal slices of a section of zone 1 from anterior to posterior.</title><p>The top of the video is dorsal, and the bottom is ventral. Scale indicated in video.</p></caption></media><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video4.mp4" id="video4"><label>Video 4.</label><caption><title>Representative video of zone 1 of a cleared MOE from a homozygous M71-GFP acetophenone paired mouse.</title><p>M71 OSNs are visualized in white. Scale indicated in video.</p></caption></media><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video5.mp4" id="video5"><label>Video 5.</label><caption><title>Representative video zooming into a nasal turbinate (zone 1) of a cleared MOE from a homozygous M71-GFP acetophenone paired mouse.</title><p>M71 OSNs are visualized in white. Scale indicated in video.</p></caption></media><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video6.mp4" id="video6"><label>Video 6.</label><caption><title>Representative video of a cleared MOE from a homozygous M71-GFP acetophenone paired mouse, showing coronal slices of a section of zone 1 from anterior to posterior.</title><p>The top of the video is dorsal, and the bottom is ventral. Scale indicated in video.</p></caption></media><p>Importantly, both M71 and MOR23 OSNs are expressed in the same anterior region of the MOE, enabling consistent imaging and counting protocols for both OSN populations. Male and female M71-GFP mice paired with acetophenone exhibited a 33% increase in the number of M71 OSNs 21 days after the initiation of conditioning when compared to unpaired controls (<xref ref-type="fig" rid="fig1">Figure 1H</xref>; One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 paired p&lt;0.0001. F0 unpaired vs. F0 paired p&lt;0.0001. n=12,11,12; <xref ref-type="fig" rid="fig1s1">Figure 1—figure supplement 1</xref>). Male and female MOR23-GFP mice conditioned with lyral exhibited a 39% increase in MOR23 OSNs when compared to unpaired controls (<xref ref-type="fig" rid="fig1">Figure 1J</xref>; One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 paired p&lt;0.0001. F0 unpaired vs. F0 paired p&lt;0.0001. n=7,9,9.; <xref ref-type="fig" rid="fig1s1">Figure 1—figure supplement 1</xref>). These results corroborate previous studies and demonstrate that odor-shock pairing leads to an increase in OSN populations that respond to the conditioning odor.</p></sec><sec id="s2-2"><title>Fear conditioning-induced increases in conditioned odor-responsive cells are heritable (F1)</title><p>We next asked whether the increase in the number of odor-responsive OSNs following conditioning is inherited by naive offspring of conditioned male mice. Ten days after the initiation of conditioning, we bred F0 males from both the unpaired and paired groups with naive female mice of matching genotypes (M71-GFP or MOR23-GFP). Each mating pair was separated ten days after co-housing to ensure that the offspring were never exposed to the conditioned father. Thus, any observed differences in the offspring could be attributed to the contents of the F0 male’s germline. We collected and optically cleared MOEs from male and female 8- to 10-week-old F1 offspring and compared the abundance of M71 or MOR23 OSNs. These F1 mice were never exposed to acetophenone or lyral, nor had they undergone olfactory fear conditioning. Nonetheless, we observed a 36% increase in M71 OSNs in male and female F1 mice from fathers that underwent paired fear conditioning with acetophenone (<xref ref-type="fig" rid="fig1">Figure 1H</xref>; Tukey’s multiple comparisons. F1 unpaired vs. F1 paired p&lt;0.0001. n=12,14.; <xref ref-type="fig" rid="fig1s1">Figure 1—figure supplements 1</xref> and <xref ref-type="fig" rid="fig1s2">2</xref>). A similar relative increase of 27% was observed in MOR23 OSNs in male and female F1 mice from fathers that underwent paired fear conditioning with lyral (<xref ref-type="fig" rid="fig1">Figure 1J</xref>; Tukey’s multiple comparisons. F1 unpaired vs. F1 paired p=0.0002. n=6,6.; <xref ref-type="fig" rid="fig1s1">Figure 1—figure supplement 1</xref>). These results demonstrate the intergenerational epigenetic inheritance of an olfactory phenotype, namely an increase in specific OSNs in naive F1 offspring following aversive conditioning in F0.</p></sec><sec id="s2-3"><title>Increased OSN abundance is specific to OSN subtypes responsive to the conditioned odor</title><p>In order to understand how a parental phenotype can be transmitted intergenerationally to future offspring, we decided to first focus on the mechanism underlying the parental phenotype, as it may serve as the basis for the intergenerational mechanism. To investigate the increase in cell number in the parental generation (F0), we first performed a series of control experiments to demonstrate that fear conditioning does not simply lead to a global increase in the number of OSNs in the MOE. First, we took advantage of the fact that the odor propanol does not activate M71 OSNs (<xref ref-type="bibr" rid="bib23">Jones et al., 2008</xref>; <xref ref-type="bibr" rid="bib22">Johnson and Michael, 2000</xref>). We repeated the same olfactory conditioning paradigm with homozygous M71-GFP mice, except with propanol as the conditioned odor, and counted the number of M71 OSNs in iDISCO-cleared intact MOEs (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). We observed no difference in the number of M71 OSNs between the two groups of mice, indicating that an increase in OSN subtype depends on the conditioned odor activating that OSN population (<xref ref-type="fig" rid="fig2">Figure 2D</xref>; Student’s unpaired t-test. Unpaired vs. paired p=0.3009. n=6,7.).</p><fig id="fig2" position="float"><label>Figure 2.</label><caption><title>Increased OSN abundance is specific to OSN subtypes responsive to the conditioned odor.</title><p>(<bold>A</bold>) Timeline of olfactory fear conditioning and MOE collection for both experiments. (<bold>B</bold>) Olfr151<sup>IRES-tauRFP2</sup>/<sup>IRES-tauRFP2</sup> (M71-RFP) targeted mutation. (<bold>C</bold>) Representative images showing DAPI (blue, top left), endogenous RFP in M71 OSNs (red, top right), endogenous GFP in MOR23 OSNs (green, bottom left), and the merged channels (bottom right) in a homozygous M71-RFP;MOR23-GFP animal. Scale bar: 50 µm. (<bold>D</bold>) The average number of M71 olfactory sensory neurons in a 350<sup>3</sup> µm<sup>3</sup> cube of the epithelium in the propanol unpaired (light blue) and propanol paired (dark blue) conditions (Error bars are standard error. Student’s unpaired t-test. Unpaired vs. paired p=0.3009. n=6,7.). Squares indicate males, triangles indicate females. (<bold>E</bold>) The ratio of M71 OSNs to 100 MOR23 OSNs in homozygous M71-RFP;MOR23-GFP mice following no conditioning (naive, gray), unpaired (light green), or paired (dark green) olfactory fear conditioning with acetophenone (Error bars are standard error. One-way ANOVA. p=0.0062. Tukey’s multiple comparisons. Naive vs. paired p=0.0097. Unpaired vs. paired p=0.0163. n=2,4,4.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig2-v1.tif"/></fig><p>Next, we generated an <italic>Olfr151</italic><sup>IRES-tauRFP2</sup> transgenic mouse line that expresses a tau-fused red fluorescent protein (RFP) in OSNs that express the M71 olfactory receptor (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). To generate mice with an internal control, we crossed <italic>Olfr151</italic><sup>IRES-tauRFP2/IRES-tauRFP2</sup> (M71-RFP) mice with MOR23-GFP mice to generate an <italic>Olfr151</italic><sup>IRES-tauRFP2/IRES-tauRFP2</sup>; <italic>Olfr16</italic><sup>IRES-tauGFP/IRES-tauGFP</sup> line in which all M71 OSNs are labeled red and all MOR23 OSNs are labeled green (<xref ref-type="fig" rid="fig2">Figure 2C</xref>). We conditioned these mice with acetophenone and counted the ratio of M71 OSNs to MOR23 OSNs in serial MOE sections. If olfactory fear conditioning leads to a global increase in the number of OSNs in the MOE, we would expect the ratio of M71 to MOR23 OSNs to remain unchanged following conditioning. However, we observed a significant increase in the ratio of M71 to MOR23 OSNs in paired mice only, demonstrating that odor-shock pairing increased the abundance of M71 OSNs relative to a population that does not respond to the conditioned odor (<xref ref-type="fig" rid="fig2">Figure 2E</xref>; One-way ANOVA. p=0.0062. Tukey’s multiple comparisons. Naive vs. paired p=0.0097. Unpaired vs. paired p=0.0163. n=2,4,4.). Taken together, these experiments indicate that olfactory fear conditioning results in a <italic>specific</italic> increase in the number of cells responsive to the conditioned odor.</p></sec><sec id="s2-4"><title>Olfactory fear conditioning biases olfactory receptor choice toward conditioned-odor-responsive cell-specific identities</title><p>The olfactory epithelium exhibits continuous neurogenesis in mice. This constant turnover of OSNs suggests a possible mechanism for the increase in specific OSN populations responsive to the conditioned odor. The increase in M71 and MOR23 cells following odor-shock pairing could result from a biased increase in either the birth or survival rate of specific OSN subtypes. In initial experiments, we examined the relative number of M71 and MOR23 OSNs born during and immediately after olfactory fear conditioning. We injected homozygous M71-GFP and MOR23-GFP mice intraperitoneally with 5-Ethynyl-2′-deoxyuridine (EdU), a thymidine analog that incorporates into newly synthesized DNA and labels newborn cells, during each of the 3 days of training and for 2 subsequent days (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). On day 21, we quantified the number of EdU-labeled M71 and MOR23 OSNs in MOE sections (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). Since EdU has a half-life of approximately 35 min (<xref ref-type="bibr" rid="bib10">Cheraghali et al., 1995</xref>), analysis of EdU 16 days after the cessation of injections reflects a pulse-chase, allowing us to quantify a subset of the neurons born during and 2 days following olfactory fear conditioning (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p><fig id="fig3" position="float"><label>Figure 3.</label><caption><title>Olfactory fear conditioning biases olfactory receptor choice toward conditioned-odor-responsive cell-specific identities.</title><p>(<bold>A</bold>) Timeline of olfactory fear conditioning, EdU injections, and MOE collection. (<bold>B</bold>) Schematic representation of the layers of the MOE, showing the stem cell, immature OSN, and mature OSN populations (left). Representative image of the MOE from a homozygous MOR23-GFP mouse showing EdU-positive cells (magenta) and a newborn (EdU+) MOR23 OSN (green and magenta). Scale bar: 20 µm. (<bold>C</bold>) Representative images showing MOE staining of EdU (red, first column), endogenous GFP (green, second column), DAPI (blue, third column), and the merged channels (fourth column) in homozygous M71-GFP and MOR23-GFP mice. Scale bar: 40 µm. (<bold>D</bold>) Percentage of EdU-positive M71 OSNs in naive, unpaired, and paired groups (Error bars are standard error. Kruskal-Wallis test. p&lt;0.0001. Dunn’s multiple comparisons. Naive vs. paired p=0.0009. Unpaired vs. paired p=0.0799. n=6,6,6.). Squares indicate males, triangles indicate females. (<bold>E</bold>) Percentage of EdU-positive MOR23 OSNs in naive, unpaired, and paired groups (Error bars are standard error. Kruskal-Wallis test. p=0.0003. Dunn’s multiple comparisons. Naive vs. paired p=0.0040. Unpaired vs. paired p=0.0725. n=4,6,8.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig3-v1.tif"/></fig><p>The number of newborn M71 cells (EdU-labeled) out of total M71 cells was 1.24%±0.29 in naive mice, 2.91%±0.56 in acetophenone-unpaired mice, and 7.61%±0.53 in acetophenone-paired mice (<xref ref-type="fig" rid="fig3">Figure 3D</xref>; One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. paired p&lt;0.0001. Unpaired vs. paired p&lt;0.0001. n=6,6,6.). When lyral was used as the conditioned odor, the number of newborn (EdU-labeled) MOR23 cells out of total MOR23 cells was 0.29%±0.06 in naive mice, 0.55%±0.09 in lyral-unpaired mice, and 1.11%±0.21 in lyral-paired mice (<xref ref-type="fig" rid="fig3">Figure 3E</xref>; One-way ANOVA. p=0.0120. Tukey’s multiple comparisons. Naive vs. paired p=0.0154. Unpaired vs. paired p=0.0653. n=4,6,8.). For both conditioning odors, we observed a significant increase in the number of newborn odor-responsive OSNs in mice that underwent paired conditioning (<xref ref-type="fig" rid="fig3">Figure 3D and E</xref>). These observations demonstrate that olfactory fear conditioning with acetophenone and lyral results in a significant increase in the number of newborn M71 and MOR23 cells, respectively. Despite subtype-specific differences in proliferation rates, odor-shock pairing significantly increased the number of newborn cells differentiating into an OSN subtype that responds to the conditioned odor.</p></sec><sec id="s2-5"><title>Conditioned-odor-responsive cell increase, but not avoidance behavior, is sustained through at least 9 weeks of cell turnover</title><p>We observe an increase in M71 OSNs 21 days after the start of acetophenone-paired olfactory fear conditioning. Given the continuous regeneration of the MOE, we next asked if this increase persists at later time points (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). Since the half-life of the mouse MOE (the amount of time required for half of the epithelium to regenerate) is approximately 26 days (<xref ref-type="bibr" rid="bib20">Holl, 2018</xref>), then at 42 days (6 weeks), approximately 67% will have been replaced by newly born neurons, and at 63 days (9 weeks), approximately 81% will have been replaced. At day 42, 3 weeks after the time point at which M71 counts were performed in initial experiments, we extracted the MOEs of male and female homozygous M71-GFP mice that underwent either unpaired or paired conditioning paradigms and optically cleared the tissue to compare M71 OSN abundance (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). At the 42-day time point, we observed a 20% increase in the abundance of M71 OSNs in paired animals compared to controls (<xref ref-type="fig" rid="fig4">Figure 4C</xref>; Tukey’s multiple comparisons. 42d unpaired vs. paired p=0.0476. n=8,8. <xref ref-type="fig" rid="fig4s1">Figure 4—figure supplement 1</xref>). At 63 days, we observed a 30% increase in M71 OSNs in the paired group compared to controls (<xref ref-type="fig" rid="fig4">Figure 4C</xref>; Tukey’s multiple comparisons. 63d unpaired vs. paired p=0.0011. n=4,6.; <xref ref-type="fig" rid="fig4s1">Figure 4—figure supplement 1</xref>). The observation that these changes persist for at least 63 days after the start of conditioning, together with the reported 26 day half-life for the MOE, suggests the persistence of a signaling mechanism past the experience of olfactory fear conditioning itself.</p><fig-group><fig id="fig4" position="float"><label>Figure 4.</label><caption><title>Conditioned-odor-responsive cell increase is sustained through at least 9 weeks of cell turnover.</title><p>(<bold>A</bold>) Timeline of olfactory fear conditioning and extended MOE collection time points. (<bold>B</bold>) Example image of M71 OSNs in zone 1 of cleared MOE collected 42 days post-conditioning. Scale bar: 200 µm. (<bold>C</bold>) The average number of M71 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of unpaired (light green) and paired (dark green) mice, 42- or 63 days post-conditioning (Error bars are standard error. One-way ANOVA. p=0.0033. Tukey’s multiple comparisons. 42d unpaired vs. paired p=0.0476. 63d unpaired vs. paired p=0.0203. n=8,8,4,6.). Squares indicate males, triangles indicate females. (<bold>D</bold>) Schematic of the trichamber behavioral approach-avoidance assay and equation for the approach-avoid index. Positive values indicate approach to the conditioned odor (acetophenone), while negative values indicate avoidance. (<bold>E</bold>) The approach-avoid indices of unpaired and paired F0 mice at day 42 (Error bars are standard error. Student’s unpaired t-test. 42d unpaired vs. paired p=0.2248. n=10,11.). Squares indicate males, triangles indicate females. (<bold>F</bold>) The approach-avoid indices of unpaired and paired F0 mice at day 63 (Error bars are standard error. Student’s unpaired t-test. 63d unpaired vs paired p=0.8987. n=6,8.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig4-v1.tif"/></fig><fig id="fig4s1" position="float" specific-use="child-fig"><label>Figure 4—figure supplement 1.</label><caption><title>Extended timepoint OSN counts by sex.</title><p>(<bold>A</bold>) The average number (+/- standard error) of M71 OSNs in a 350<sup>3</sup> µm<sup>3</sup> cube of epithelium of unpaired (light green) and paired (dark green) mice, 42- or 63 days post-conditioning, separated by sex (Two-way ANOVA. Treatment factor p=0.0123. Sex factor p=0.9889. n=5,3,6,2,2,2,3,3.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig4-figsupp1-v1.tif"/></fig><fig id="fig4s2" position="float" specific-use="child-fig"><label>Figure 4—figure supplement 2.</label><caption><title>Extended timepoint trichamber assay by sex.</title><p>(<bold>A</bold>) The approach-avoid indices of female unpaired and paired F0 mice at day 42 (Error bars are standard error. Student’s unpaired t-test. p=0.0055. n=4,4.). (<bold>B</bold>) The approach-avoid indices of male unpaired and paired F0 mice at day 42 (Error bars are standard error. Student’s unpaired t-test. p=0.6534. n=6,7.). (<bold>C</bold>) The approach-avoid indices of female unpaired and paired F0 mice at day 63 (Error bars are standard error. Student’s unpaired t-test. p=0.8762. n=3,4.). (<bold>D</bold>) The approach-avoid indices of male unpaired and paired F0 mice at day 63 (Error bars are standard error. Student’s unpaired t-test. p=0.9859. n=3,4.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig4-figsupp2-v1.tif"/></fig></fig-group><p>To test whether a behavioral phenotype depends on OSN abundance, we performed an avoidance assay at the 42- and 63-day timepoints in a new cohort of mice. Mice were allowed 10 min to freely explore a three-chamber arena (trichamber) in which the conditioned odor (acetophenone) was continuously delivered through a port on one side, and a control odor (propanol) on the other (<xref ref-type="fig" rid="fig4">Figure 4D</xref>; <xref ref-type="video" rid="video7">Video 7</xref>). We calculated an approach-avoid index as the difference in the amount of time spent on the conditioned odor side compared to the control odor side, normalized by the total time spent exploring either chamber (<xref ref-type="fig" rid="fig4">Figure 4D</xref>). A positive index indicates overall approach towards the conditioned odor, whereas a negative index indicates an aversion to the conditioned odor. At the 42-day time point, we observed no significant difference in the avoidance indices of unpaired and paired mice, with both groups exhibiting a slight aversion to acetophenone (<xref ref-type="fig" rid="fig4">Figure 4E</xref>; Student’s unpaired t-test. 42d unpaired vs. paired p=0.2248. n=10,11.). At the 63-day time point, we also observed no significant difference between the unpaired and paired mice (<xref ref-type="fig" rid="fig4">Figure 4F</xref>; Student’s unpaired t-test. 63d unpaired vs paired p=0.8987. n=6,8.). Interestingly, when accounting for sex, we found a significant aversion in female paired mice at the 42-day timepoint that was not present at the 63-day timepoint and not present at either timepoint in males (<xref ref-type="fig" rid="fig4s2">Figure 4—figure supplement 2</xref>). Despite the behavioral sex difference at day 42, we did not observe a significant sex difference in M71 OSN counts at the same timepoint (<xref ref-type="fig" rid="fig4s1">Figure 4—figure supplement 1</xref>), indicating that the difference in behavior was not driven by a difference in MOE composition. Moreover, the absence of a strong behavioral aversion to acetophenone at 6- and 9 weeks post-conditioning despite a persistent increase in M71 representation in the MOE further suggests that an increase in OSN subtype following conditioning does not directly drive avoidance behavior. If this were the case, we would expect that the paired groups, which both exhibit heightened M71 counts at 42 and 63 days, would exhibit greater aversion to acetophenone than unpaired mice. Altogether, these results indicate that the mechanism underlying cellular adaptations in the MOE and the mechanism driving avoidance are independent.</p><media mimetype="video" mime-subtype="mp4" xlink:href="elife-92882-video7.mp4" id="video7"><label>Video 7.</label><caption><title>Representative videos of odor preference behavior assay.</title><p>Left chamber: propanol. Right chamber: lyral. In the left video, the mouse has undergone unpaired conditioning with lyral. In the right video, the mouse has undergone paired conditioning with lyral. Both videos are at 20X playback speed.</p></caption></media></sec><sec id="s2-6"><title>Olfactory fear conditioning leads to nuanced behavioral differences in F1 offspring</title><p>To further disentangle the relationship between increased OSN subtype representation and avoidance behavior, we performed extensive analyses on both F0 and F1 behavior. We generated three parallel F0 and F1 cohorts with three odors: acetophenone, lyral, and propanol. In each cohort of mice in which F0 males were conditioned for F1 breeding, we also conditioned male and female mice and tested them in the trichamber assay the day after conditioning (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). We used ANY-maze tracking software to track the center position of the mice for calculation of approach-avoid indices, as well as to measure metrics like speed, distance traveled, and freezing. Importantly, males that were used for F1 breeding were not tested in the trichamber prior to breeding to avoid extinction, which has been shown to reverse the increased OSN phenotype in both F0 and F1 (<xref ref-type="bibr" rid="bib1">Aoued et al., 2019</xref>).</p><fig-group><fig id="fig5" position="float"><label>Figure 5.</label><caption><title>Olfactory fear conditioning leads to nuanced behavioral differences in F1 offspring.</title><p>(<bold>A</bold>) Schematic of the trichamber assay showing the three conditioning odors and control odors. Propanol was the control odor for acetophenone and lyral, and acetophenone was the control odor for propanol. (<bold>B</bold>) Timeline of olfactory fear conditioning, behavior testing in F0, F0 breeding for the F1 generation, and F1 behavior testing. Conditioned F0 males used to breed for F1s did not undergo behavioral testing to prevent any extinction effects. (<bold>C</bold>) The approach-avoid indices of acetophenone-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 Paired p&lt;0.0001. F0 Unpaired vs. F0 Paired p&lt;0.0001. F0 Paired vs. F1 Unpaired p&lt;0.0001. F0 Paired vs. F1 Paired p&lt;0.0001. n=25,10,15,22,18.). Squares indicate males, triangles indicate females. (<bold>D</bold>) Group-averaged heat maps for acetophenone-conditioned F0 mice and F1 offspring, with the acetophenone chamber on the left and the control (propanol) chamber on the right. (<bold>E</bold>) Distance traveled in the trichamber assay for acetophenone-conditioned F0 mice and F1 offspring (Error bars are standard error. One-way ANOVA. p=0.0041. Tukey’s multiple comparisons. Naive vs. F0 Paired p=0.0032. F0 Paired vs. F1 Unpaired p=0.0141. F0 Paired vs. F1 Paired p=0.0103. n=25,10,15,22,18). (<bold>F</bold>) Time freezing for acetophenone-conditioned F0 mice and F1 offspring (Error bars are standard error. Kruskal-Wallis test. p=0.0022. Dunn’s multiple comparisons. F0 Unpaired vs. F1 Unpaired p=0.0406. F0 Paired vs. F1 Unpaired p=0.0262. n=25,10,15,22,18.). (<bold>G</bold>) The approach-avoid indices of lyral-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 Paired p=0.0004. F0 Unpaired vs. F0 Paired p&lt;0.0001. F0 Paired vs. F1 Unpaired p=0.0013. F0 Paired vs. F1 Paired p&lt;0.0001. n=10,17,20,6,13.). (<bold>H</bold>) Group-averaged heat maps for lyral-conditioned F0 mice and F1 offspring, with the lyral chamber on the left and the control (propanol) chamber on the right. (<bold>I</bold>) Distance traveled in the trichamber assay for lyral-conditioned F0 mice and F1 offspring (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F1 Paired p&lt;0.0001. F0 Unpaired vs. F1 Unpaired p=0.037. F0 Unpaired vs. F1 Paired p&lt;0.0001. F0 Paired vs. F1 Unpaired p=0.0121. F0 Paired vs. F1 Paired p&lt;0.0001. F1 Unpaired vs. F1 Paired p=0.0325. n=10,17,20,6,13.). (<bold>J</bold>) Time freezing for lyral-conditioned F0 mice and F1 offspring (Error bars are standard error. Kruskal-Wallis test. p&lt;0.0001. Dunn’s multiple comparisons. Naive vs. F0 Unpaired p=0.0001. Naive vs. F0 Paired p=0.0005. F0 Unpaired vs. F1 Paired p=0.0012. F0 Paired vs. F1 Paired 0.0041. n=10,17,20,6,13.). (<bold>K</bold>) The approach-avoid indices of propanol-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 Paired p&lt;0.0001. F0 Unpaired vs. F0 Paired p&lt;0.0001. F0 Paired vs. F1 Unpaired p&lt;0.0001. F0 Paired vs. F1 Paired p&lt;0.0001. n=25,13,18,13,13.). (<bold>L</bold>) Group-averaged heat maps for propanol-conditioned F0 mice and F1 offspring, with the propanol chamber on the left and the control (acetophenone) chamber on the right. (<bold>M</bold>) Distance traveled in the trichamber assay for propanol-conditioned F0 mice and F1 offspring (Error bars are standard error. One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 Unpaired p=0.0304. Naive vs. F0 Paired p&lt;0.0001. F0 Unpaired vs. F1 Unpaired p=0.0014. F0 Paired vs. F1 Unpaired p&lt;0.0001. F1 Unpaired vs. F1 Paired p=0.0045. n=25,13,18,13,13.). (<bold>N</bold>) Time freezing for propanol-conditioned F0 mice and F1 offspring (Error bars are standard error. Kruskal-Wallis test. p&lt;0.0001. Dunn’s multiple comparisons. Naive vs. F0 Unpaired p=0.0074. Naive vs. F0 Paired p&lt;0.0001. F0 Paired vs. F1 Unpaired p=0.0011. F0 Paired vs. F1 Paired p=0.028. n=25,13,18,13,13.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig5-v1.tif"/></fig><fig id="fig5s1" position="float" specific-use="child-fig"><label>Figure 5—figure supplement 1.</label><caption><title>Trichamber assay metrics by sex.</title><p>(<bold>A</bold>) The approach-avoid indices of acetophenone-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.8137. n=25,0,10,0,15,0,10,12,15,3.). (<bold>B</bold>) Distance traveled in the trichamber assay for acetophenone-conditioned F0 mice and F1 offspring, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p=0.0049. Sex factor p=0.0261. n=25,0,10,0,15,0,10,12,15,3.). (<bold>C</bold>) Time freezing for acetophenone-conditioned F0 mice and F1 offspring, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p=0.0008. Sex factor p=0.5149. n=25,0,10,0,15,0,10,12,15,3.). (<bold>D</bold>) The approach-avoid indices of lyral-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.9573. n=5,5,9,8,7,13,4,2,6,7.). (<bold>E</bold>) Distance traveled in the trichamber assay for lyral-conditioned F0 mice and F1 offspring, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.016. n=5,5,9,8,7,13,4,2,6,7.). (<bold>F</bold>) Time freezing for lyral-conditioned F0 mice and F1 offspring, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p=0.0013. Sex factor p=0.0938. n=5,5,9,8,7,13,4,2,6,7.). (<bold>G</bold>) The approach-avoid indices of propanol-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.4375. n=25,0,12,1,17,1,8,8,16,4.). (<bold>H</bold>) Distance traveled in the trichamber assay for propanol-conditioned F0 mice and F1 offspring, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor p=0.0005. Tukey’s multiple comparisons. F0 Unpaired male vs. female p=0.0165. F0 Paired male vs. female p=0.0165. F1 Unpaired male vs. female p=0.0165. F1 Paired male vs. female p=0.0165. n=25,0,12,1,17,1,8,8,16,4.). (<bold>I</bold>) Time freezing for propanol-conditioned F0 mice and F1 offspring, separated by sex (Error bars are standard error. Two-way ANOVA. Treatment factor p&lt;0.0001. Sex factor = 0.3945. n=25,0,12,1,17,1,8,8,16,4.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig5-figsupp1-v1.tif"/></fig><fig id="fig5s2" position="float" specific-use="child-fig"><label>Figure 5—figure supplement 2.</label><caption><title>Trichamber assay avoidance index by litter.</title><p>(<bold>A</bold>) The approach-avoid indices (+/- standard error) of acetophenone-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers, separated by litter (One-way ANOVA. p=0.487. n=4,4,9,5,3,2,7,6.). (<bold>B</bold>) The approach-avoid indices (+/- standard error) of lyral-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers, separated by litter (One-way ANOVA. p=0.9939. n=1,5,9,4.). (<bold>C</bold>) The approach-avoid indices (+/- standard error) of propanol-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers, separated by litter One-way ANOVA. p=0.0199. Tukey’s multiple comparisons. UP_A vs. UP_C p=0.0306. UP_A vs. P_B p=0.0088. UP_A vs. P_C p=0.041.</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig5-figsupp2-v1.tif"/></fig><fig id="fig5s3" position="float" specific-use="child-fig"><label>Figure 5—figure supplement 3.</label><caption><title>Additional trichamber assay metrics.</title><p>(<bold>A</bold>) The mean speed (+/- standard error) of acetophenone-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (One-way ANOVA. p=0.003. Tukey’s multiple comparisons. Naive vs. F0 Paired p=0.0024. F0 Paired vs. F1 Unpaired p=0.0121. F0 Paired vs. F1 Paired p=0.0081. n=25,10,15,22,18.). (<bold>B</bold>) The number of entries (+/- standard error) into the propanol (control) and acetophenone (conditioned odor) chambers in naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Two-way ANOVA. Treatment factor p=0.0174. Odor factor p=0.1339. p-Values from Tukey’s multiple comparisons tests in <xref ref-type="supplementary-material" rid="supp2">Supplementary file 2</xref>. n=25,10,15,22,18.). (<bold>C</bold>) Time spent (+/- standard error) in the propanol (control) and acetophenone (conditioned odor) chambers in naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Two-way ANOVA. Treatment factor p=0.0022. Odor factor p=0.0053. p-Values from Tukey’s multiple comparisons tests in <xref ref-type="supplementary-material" rid="supp2">Supplementary file 2</xref>. n=25,10,15,22,18.). (<bold>D</bold>) The mean speed (+/- standard error) of lyral-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F1 Paired p&lt;0.0001. F0 Unpaired vs. F1 Unpaired p=0.0438. F0 Unpaired vs. F1 Paired p&lt;0.0001. F0 Paired vs. F1 Unpaired p=0.0128. F0 Paired vs. F1 Paired p&lt;0.0001. F1 Unpaired vs. F1 Paired p=0.0315. n=10,17,20,6,13.). (<bold>E</bold>) The number of entries (+/- standard error) into the propanol (control) and lyral (conditioned odor) chambers in naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Two-way ANOVA. Treatment factor p&lt;0.0001. Odor factor p=0.6465. p-Values from Tukey’s multiple comparisons tests in <xref ref-type="supplementary-material" rid="supp2">Supplementary file 2</xref>. n=10,17,20,6,13.). (<bold>F</bold>) Time spent (+/- standard error) in the propanol (control) and lyral (conditioned odor) chambers in naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Two-way ANOVA. Treatment factor p=0.0007. Odor factor p=0.0914. p-Values from Tukey’s multiple comparisons tests in <xref ref-type="supplementary-material" rid="supp2">Supplementary file 2</xref>. n=10,17,20,6,13.). (<bold>G</bold>) The mean speed (+/- standard error) of propanol-conditioned naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (One-way ANOVA. p&lt;0.0001. Tukey’s multiple comparisons. Naive vs. F0 Unpaired p=0.0295. Naive vs. F0 Paired p&lt;0.0001. F0 Unpaired vs F1 Unpaired p=0.0017. F0 Paired vs. F1 Unpaired p&lt;0.0001. F1 Unpaired vs. F1 Paired p=0.0051. n=25,13,18,13,13.). (<bold>H</bold>) The number of entries (+/- standard error) into the acetophenone (control) and propanol (conditioned odor) chambers in naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Two-way ANOVA. Treatment factor p&lt;0.0001. Odor factor p=0.0435. p-Values from Tukey’s multiple comparisons tests in <xref ref-type="supplementary-material" rid="supp2">Supplementary file 2</xref>. n=25,13,18,13,13.). (<bold>I</bold>) Time spent (+/- standard error) in the acetophenone (control) and propanol (conditioned odor) chambers in naive, unpaired, and paired F0 mice, and F1 mice bred from unpaired and paired F0 fathers (Two-way ANOVA. Treatment factor p=0.4521. Odor factor p=0.0016. p-Values from Tukey’s multiple comparisons tests in <xref ref-type="supplementary-material" rid="supp2">Supplementary file 2</xref>. n=25,13,18,13,13.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig5-figsupp3-v1.tif"/></fig></fig-group><p>As expected, only mice in which odor and shock were paired exhibited robust aversion to the conditioned odor. F0 mice in the paired groups actively avoided the conditioned odor, whereas mice in the unpaired group exhibited no aversion to the conditioned odors (<xref ref-type="fig" rid="fig5">Figure 5C, G and K</xref>; Tukey’s multiple comparisons. F0 acetophenone unpaired vs. paired p&lt;0.0001. n=10,15. F0 lyral unpaired vs. paired p&lt;0.0001. n=17,20. F0 propanol unpaired vs. paired p&lt;0.0001. n=16,20.). Naive and unpaired mice spent roughly equal time exploring the control and conditioned odor chambers, whereas the paired mice spent an average of 67% (lyral-paired), 75% (acetophenone-paired), and 92% (propanol-paired) of the time exploring the control chamber.</p><p>Previous behavioral studies demonstrated that F1 offspring from fathers that experienced olfactory fear conditioning exhibit enhanced sensitivity to the conditioned odor in both odor potentiated startle and aversive odor association assays (<xref ref-type="bibr" rid="bib13">Dias and Ressler, 2014</xref>). Therefore, we asked whether we could detect aversive behavioral responses in F1 populations after conditioning F0 fathers. We decided to use the trichamber assay as opposed to assays used in previous studies because we were interested in whether offspring inherited, in addition to an increase in conditioned odor OSN representation, a behavioral aversion to the odor. F1 offspring generated from conditioned males and naive females were assayed at 8- to 10 weeks of age in the same trichamber assay as the F0s. Importantly, none of the offspring had ever been exposed to the odor with which their father had been conditioned. We did not observe a significant difference in the avoidance indices of unpaired and paired F1 mice for any of the odors (<xref ref-type="fig" rid="fig5">Figure 5C, G and K</xref>; Tukey’s multiple comparisons. Acetophenone F1 unpaired vs. paired p=0.9999. n=22,18. Lyral F1 unpaired vs. paired p=0.9976. n=6,13. Propanol F1 unpaired vs. paired p=0.7935. n=13,13. <xref ref-type="fig" rid="fig5s1">Figure 5—figure supplements 1–3</xref>).</p><p>Suspecting that our approach-avoid index may not be sensitive to more subtle behavioral differences, we performed additional behavioral analyses. Generation of spatial heat maps for the assays failed to reveal any clear qualitative differences in occupancy between unpaired and paired F1s in any of the three cohorts (<xref ref-type="fig" rid="fig5">Figure 5D, H and L</xref>). We also quantified freezing behavior during the trials and found no differences between unpaired and paired F1s in any of the cohorts (<xref ref-type="fig" rid="fig5">Figure 5F, J and N</xref>). However, we identified nuanced differences between unpaired and paired F1s that depended on the father’s conditioned odor. When we quantified the distance traveled during the assay, we found that the F1s of lyral-paired fathers exhibited a hyperactive phenotype, traveling an average of 24.74±0.74 meters during the 10-min trial compared to 19.12±1.66 m in F1 lyral-unpaired mice (<xref ref-type="fig" rid="fig5">Figure 5I</xref>; S5E. Tukey’s multiple comparisons. Lyral F1 unpaired vs. paired p=0.0325. n=6,13.). Conversely, the F1s of propanol-paired fathers exhibited a hypoactive phenotype, traveling an average of 15.89±1.11 m compared to 23.33±1.95 m in F1 propanol-unpaired mice (<xref ref-type="fig" rid="fig5">Figure 5M</xref>; Tukey’s multiple comparisons. Propanol F1 unpaired vs. paired p=0.0045. n=13,13.; <xref ref-type="fig" rid="fig5s1">Figure 5—figure supplement 1</xref>). The phenotypes observed in the F1s of both lyral-paired and propanol-paired fathers are similarly reflected in the mean speeds of the mice during the trial, both of which were significantly different between the F1 unpaired and paired groups (<xref ref-type="fig" rid="fig5s3">Figure 5—figure supplement 3</xref>; Tukey’s multiple comparisons. Lyral F1 unpaired vs. paired p=0.0315. n=6,13. Propanol F1 unpaired vs. paired p=0.0051. n=13,13.). We observed no significant differences in either distance traveled or mean speed in the F1s of acetophenone-conditioned fathers (<xref ref-type="fig" rid="fig5">Figure 5E</xref>; <xref ref-type="fig" rid="fig5s3">Figure 5—figure supplement 3</xref>). These analyses demonstrate that while the offspring of paired fathers do not actively avoid their father’s conditioned odor, odor-shock pairing leads to subtle behavioral differences in offspring, and that these differences are specific to the conditioned odor used.</p></sec><sec id="s2-7"><title>Unsupervised machine learning analysis identifies behavioral differences in F1</title><p>To follow up on the differences observed between the F1s of unpaired and paired mice, we utilized Keypoint-MoSeq, a tool that uses unsupervised machine learning to identify behavioral modules, called ‘syllables’, in an unbiased manner (<xref ref-type="bibr" rid="bib48">Weinreb et al., 2024</xref>). First, we trained a SLEAP model to track eight keypoints (nose, right ear, left ear, neck, center, right leg, left leg, tail-base) on each mouse across the entire trial (<xref ref-type="fig" rid="fig6">Figure 6B</xref>; <xref ref-type="bibr" rid="bib33">Pereira et al., 2022</xref>). We trained a Keypoint-MoSeq model on the tracking data from 99 10-min trichamber videos (30 F0 and 69 F1 videos), for a total of 1.78 × 10<sup>6</sup> frames, to identify behavioral syllables with a median duration of approximately 30 frames (1 s; <xref ref-type="fig" rid="fig6">Figure 6B and C</xref>). This allowed us to ask whether the differences we observed between lyral F1s and propanol F1s at the timescale of 10 min could be tied to specific behaviors at the timescale of seconds, rather than a summary of 10 min. In our first analysis, we grouped the F1s of acetophenone-, lyral-, and propanol-unpaired fathers, and grouped the F1s of acetophenone-, lyral-, and propanol-paired fathers, to investigate whether there are differences between unpaired and paired offspring that generalize across the conditioned odors. Strikingly, we identified four syllables (3, 5, 11, and 22) with a significant difference in relative frequency (usage) between unpaired and paired F1s (<xref ref-type="fig" rid="fig6">Figure 6D</xref>; Kruskal-Wallis test with Dunn’s multiple comparisons. F1 unpaired vs. paired. Syllable 3 p=0.0070. Syllable 5 p=0.0054. Syllable 11 p=0.0251. Syllable 22 p=0.0184.). Of those four syllables, syllables 3 and 5 were used significantly more in the F1 paired group compared to the F1 unpaired group, while syllables 11 and 22 were used significantly less in the F1 paired group (<xref ref-type="fig" rid="fig6">Figure 6D</xref>). We also noticed interesting qualitative differences in the spatial usage patterns of each syllable, with unpaired and paired F1s showing distinct usage distributions relative to their distance from the conditioned odor port (<xref ref-type="fig" rid="fig6s1">Figure 6—figure supplement 1</xref>). Next, we were interested in behavioral differences specifically in response to the conditioned odor of the parent. To this end, we narrowed the analysis to syllable usage only when the mouse was in the conditioned odor chamber. While both F1 unpaired and F1 paired mice spent similar amounts of time in the conditioned odor chamber (<xref ref-type="fig" rid="fig6">Figure 6E</xref>; <xref ref-type="fig" rid="fig5s3">Figure 5—figure supplement 3</xref>), the F1 paired group exhibited greater usage of syllables 5 and 17 compared to controls (<xref ref-type="fig" rid="fig6">Figure 6F</xref>; Kruskal-Wallis test with Dunn’s multiple comparisons. F1 unpaired vs. paired. Syllable 5 p=0.0406. Syllable 17 p=0.0467.). Taken together, these findings point to small but significant behavioral differences between the offspring of unpaired and paired fathers that generalize across all three conditioning odors.</p><fig-group><fig id="fig6" position="float"><label>Figure 6.</label><caption><title>Unsupervised machine learning analysis identifies behavioral differences in F1.</title><p>(<bold>A</bold>) Schematic of the trichamber assay showing the three conditioning odors and control odors. Propanol was the control odor for acetophenone and lyral, and acetophenone was the control odor for propanol. (<bold>B</bold>) Analysis pipeline for Keypoint-MoSeq. Eight key points were tracked across the entire 10-min trichamber assay for 99 videos, and the tracking data was used to train a Keypoint-MoSeq model. (<bold>C</bold>) Trajectory plots of the 21 most frequently used syllables across the dataset. (<bold>D</bold>) The relative usage frequencies of syllables in the whole trichamber arena in the F1 offspring of unpaired (light pink) and paired (dark pink) fathers. Syllables with significantly different usage between groups are underlined in the x-axis and denoted with asterisks above the data points (Error bars are standard error. Kruskal-Wallis test with Dunn’s multiple comparisons. Syllable 3 F1 unpaired vs. F1 paired p=0.00696. Syllable 5 p=0.0054. Syllable 11 p=0.02505. Syllable 22 p=0.0184. n=35,34.). (<bold>E</bold>) Histogram of the frequency (number of observations divided by the bin width) of each animal’s center point along the x-axis (x distance from the conditioned odor port). The two vertical bars indicate the divisions between the three chambers (conditioned odor chamber left, control odor chamber right). (<bold>F</bold>) The relative usage frequencies of syllables in the conditioned odor chamber in F1 unpaired (light pink) and F1 paired (dark pink) (Error bars are standard error. Kruskal-Wallis test with Dunn’s multiple comparisons. Syllable 5 F1 unpaired vs. F1 paired p=0.0406. Syllable 17 <italic>P</italic>=0.046695. n=35,34.). (<bold>G</bold>) The relative usage frequencies of syllables in the whole arena in the F1 offspring of acetophenone-unpaired (light green) and acetophenone-paired (dark green) fathers (Error bars are standard error. n=18.13.). (<bold>H</bold>) The relative usage frequencies of syllables in the whole arena in the F1 offspring of lyral-unpaired (light purple) and lyral-paired (dark purple) fathers (Error bars are standard error. Kruskal-Wallis test with Dunn’s multiple comparisons. Syllable 2 lyral F1 unpaired vs. F1 paired p=0.0016. Syllable 3 p=0.02724. Syllable 5 p=0.003. Syllable 7 p=0.00252. Syllable 15 p=0.0208. Syllable 20 p=0.00015. n=6,13.). (<bold>I</bold>) The relative usage frequencies of syllables in the whole arena in the F1 offspring of propanol-unpaired (light blue) and propanol-paired (dark blue) fathers (Error bars are standard error. Kruskal-Wallis test with Dunn’s multiple comparisons. Syllable 6 propanol F1 unpaired vs. F1 paired p=0.0206. Syllable 12 p=0.04068. Syllable 14 p=0.0072. Syllable 15 p=0.03204. Syllable 20 p=0.0148. n=11,8.).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig6-v1.tif"/></fig><fig id="fig6s1" position="float" specific-use="child-fig"><label>Figure 6—figure supplement 1.</label><caption><title>Density of syllable usage across space in F1 offspring.</title><p>(<bold>A</bold>) Kernel density estimate (KDE) plots of syllable usage as a function of the animal’s center point along the x-axis (x distance from the conditioned odor port). The two vertical bars indicate the divisions between the three chambers (conditioned odor chamber left, control odor chamber right). n=35 (F1 unpaired), 34 (F1 paired).</p></caption><graphic mimetype="image" mime-subtype="tiff" xlink:href="elife-92882-fig6-figsupp1-v1.tif"/></fig></fig-group><p>Lastly, we performed the same analysis separately for the three F1 cohorts of acetophenone-, lyral-, and propanol-conditioned F0 fathers. Interestingly, in parallel with the earlier analyses, we again observed no differences between the unpaired and paired F1s of acetophenone-conditioned fathers (<xref ref-type="fig" rid="fig6">Figure 6G</xref>) despite differences in M71 OSN representation. Also consistent with our earlier analyses, we found significant differences between the unpaired and paired F1s of lyral- and propanol-conditioned fathers, and the differences between the unpaired and paired F1 groups were unique to the odor (<xref ref-type="fig" rid="fig6">Figure 6H and I</xref>). We identified six syllables with significantly different frequencies between unpaired and paired F1s of lyral-conditioned fathers: 2, 3, 5, 7, 15, and 20 (<xref ref-type="fig" rid="fig6">Figure 6H</xref>; Kruskal-Wallis test with Dunn’s multiple comparisons. Lyral F1 unpaired vs. paired. Syllable 2 p=0.0016. Syllable 3 p=0.0272. Syllable 5 p=0.0030. Syllable 7 p=0.0025. Syllable 15 p=0.0208. Syllable 20 p=0.0002.). The upregulated syllables in lyral paired F1s were higher-velocity syllables, while the downregulated syllables were relatively stationary/low-velocity, consistent with the hyperactive phenotype earlier described by greater distance traveled and higher mean speed in lyral-paired F1s. Between the unpaired and paired F1s of propanol-conditioned fathers, we found five syllables with significantly different frequencies: 6, 12, 14, 15, and 20 (<xref ref-type="fig" rid="fig6">Figure 6I</xref>; Kruskal-Wallis test with Dunn’s multiple comparisons. Propanol F1 unpaired vs. paired. Syllable 6 p=0.0206. Syllable 12 p=0.0407. Syllable 14 p=0.0072. Syllable 15 p=0.0320. Syllable 20 p=0.0148.). Compared to the lyral F1s, the opposite was true for the differentially used syllables in the propanol F1s, in which the upregulated syllables in propanol-paired F1s were lower-velocity syllables, and the downregulated syllables were relatively high-velocity syllables, consistent with the hypoactive phenotype earlier described. Here, we have demonstrated that olfactory fear conditioning in the F0 population leads to conditioned odor-specific effects in the F1 offspring of paired mice.</p></sec></sec><sec id="s3" sec-type="discussion"><title>Discussion</title><p>We used tissue-clearing and light-sheet microscopy to demonstrate a specific increase in the number of OSNs expressing the receptor for an aversively conditioned odor. Enhanced abundance of OSNs responsive to the conditioned odor was observed in naive F1 offspring of conditioned F0 males. These results are consistent with studies that employ other cellular visualization techniques (<xref ref-type="bibr" rid="bib13">Dias and Ressler, 2014</xref>; <xref ref-type="bibr" rid="bib1">Aoued et al., 2019</xref>; <xref ref-type="bibr" rid="bib2">Aoued et al., 2020</xref>). In F0, this increase is stable for at least 63 days, a time by which most of the cells present during olfactory fear conditioning have been replaced by newborn sensory neurons. The increase in OSN count in F0 results, in part, from the contribution of newborn neurons responsive to the conditioned odor, demonstrating a biasing of OSN development. The sustained increase in F0, along with the inheritance in F1, suggests that there is a stable signal that is responsible for the induction, maintenance, and inheritance of the increase in OSNs responsive to the paired odor.</p><p>The stochastic choice of olfactory receptors may provide an opportunity to alter the representation of receptors to allow an organism to adapt to the environment. Changes in the number of OSNs may lead to an increase in sensitivity of the paired odor. A change in OSN number may also lead to increased inputs to downstream sensory areas. Such perceptual changes have been reported in the motor, visual, olfactory, and auditory systems, where topographical arrangements at the primary sensory cortex are modulated in certain fear conditioning paradigms in mammals (<xref ref-type="bibr" rid="bib40">Ressler et al., 1994</xref>; <xref ref-type="bibr" rid="bib47">Vassar et al., 1994</xref>; <xref ref-type="bibr" rid="bib29">Mombaerts et al., 1996</xref>; <xref ref-type="bibr" rid="bib24">Lai et al., 2018</xref>; <xref ref-type="bibr" rid="bib49">Xu et al., 2019</xref>; <xref ref-type="bibr" rid="bib25">Li et al., 2019</xref>), although this has not yet been demonstrated intergenerationally. We observed an increase in conditioned odor-responsive neurons in both the F0 and F1 populations. Only the F0, however, exhibited active avoidance behavior. Interestingly, the F0 paired groups exhibited varying degrees of avoidance based on the odor used in conditioning (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Similarly, the effects that we observed in the F1 offspring of paired mice depended on the conditioning odor of the father. This presents the possibility that factors such as odor volatility, the abundance of odor-responsive OSN populations, and the binding affinities of those populations may influence the behavioral phenotypes in both parent and offspring despite the shared cellular phenotype of increased OSN abundance. We speculate that the increase in neurons responsive to the conditioned odor could enhance the sensitivity to, or the discrimination of, the paired odor in F0 and F1. This would enable the F1 population to learn that odor predicts shock with fewer training cycles or less odor when trained with the conditioned odor.</p><p>These findings set a foundation to uncover the mechanism by which olfactory receptor bias is communicated within the main olfactory epithelium, to the germline, and, moreover, maintained during the development of offspring. What remains to be uncovered are the mechanisms to bias the choice of specific receptors in the main olfactory epithelium and how the information governing the biasing of receptor choice is transferred to the gametes. In mice, the paternal transmission of epigenetic information has been observed following metabolic disturbances, social stress, and exposure to drugs and toxins (<xref ref-type="bibr" rid="bib21">Huypens et al., 2016</xref>). High-fat or low-protein diets, as well as caloric restriction in the father, result in metabolic disturbances in the offspring, even after in vitro fertilization (<xref ref-type="bibr" rid="bib5">Carone et al., 2010</xref>; <xref ref-type="bibr" rid="bib9">Chen et al., 2016</xref>). Parental stressors, such as chronic defeat or maternal separation, result in hormonal disturbances and behavioral phenotypes in the offspring (<xref ref-type="bibr" rid="bib14">Dietz et al., 2011</xref>; <xref ref-type="bibr" rid="bib31">Morgan and Bale, 2011</xref>; <xref ref-type="bibr" rid="bib17">Gapp et al., 2014</xref>). Finally, toxins and addictive drugs result in an array of metabolic disturbances in the F1 population that recapitulate the paternal state (<xref ref-type="bibr" rid="bib46">Toussaint et al., 2022</xref>). These paternal stressors are associated with metabolic and hormonal disturbances that can readily act at a distance to affect the gamete. It has been demonstrated in male gametogenesis that extracellular vesicles in the testes transmit an RNA payload as they fuse with maturing sperm (<xref ref-type="bibr" rid="bib37">Rando, 2016</xref>; <xref ref-type="bibr" rid="bib43">Sharma et al., 2018</xref>; <xref ref-type="bibr" rid="bib32">Morgan et al., 2019</xref>; <xref ref-type="bibr" rid="bib7">Chan et al., 2020</xref>). Such studies provide insights into a mechanism by which an olfactory sensory experience paired with fear learning could transmit receptor-specific information from one generation to the next.</p><p>Controversies surrounding heritable behaviors in mammals hinge on the question of what biological adaptations can be inherited that would lead to alterations in the behavior of future generations. We focused on the ethological behavior of olfactory avoidance and observed nuanced behaviors in the F1 population that have not formerly been described. We hypothesize that these changes in behavior are related to the inheritance of an increase in specific OSN populations, but the question remains whether there are heritable changes in downstream brain circuits that could contribute to a behavioral phenotype. Multiple results lead us to believe that changes in OSN representation in the MOE are not sufficient to drive olfactory avoidance of the conditioned odor. First, we observe robust avoidance of the conditioned odor one day after olfactory fear conditioning, at which point we expect minimal effects of biased neurogenesis given the rates of OSN maturation and turnover in the MOE. Thus, the behavioral effects in F0 likely do not require an increase in conditioned odor-responsive OSN abundance. Second, we observe the persistence of an increase in M71 OSN representation at the 42- and 63-day timepoints, when mice no longer avoid the conditioned odor, indicating that higher cell number alone does not drive avoidance. Lastly, the F1 offspring of paired males do not actively avoid the conditioned odor despite exhibiting higher numbers of conditioned odor-responsive OSNs. This disentanglement of cell number and avoidance behavior leads to the hypothesis that, in parallel with the inheritance of the MOE phenotype, changes to brain circuits responding to stress may also be inherited. One possibility is that heritable changes in neuromodulator systems could shift the balance of internal states in offspring, as has been observed in rodent studies (<xref ref-type="bibr" rid="bib6">Champagne, 2008</xref>; <xref ref-type="bibr" rid="bib41">Rodgers et al., 2013</xref>; <xref ref-type="bibr" rid="bib18">Gapp et al., 2021</xref>).</p><p>Our study elaborates on a function of sensory systems in which a learned adaptation can influence future generations. Thus, the distinction between innate and learned behaviors may be fundamentally flexible — learned adaptations in the parent may have the potential to become innate in their offspring. Understanding the mechanisms of inherited adaptation will provide insight for interventions when these changes no longer serve as adaptive to the organism.</p></sec><sec id="s4" sec-type="materials|methods"><title>Materials and methods</title><sec id="s4-1"><title>Mice</title><p>All procedures were approved by the Columbia University Institutional Animal Care and Use Committee under protocol #AABL8552. All mice were housed with a 12 hr light/12 hr dark cycle and fed ad libitum. <italic>Olfr151</italic><sup>IRES-tauGFP/IRES-tauGFP</sup> (Stock #006676), <italic>Olfr16</italic><sup>IRES-tauGFP/IRES-tauGFP</sup> (Stock #006643), and C57BL/6 J (Stock #000664) mice were obtained from The Jackson Laboratory or gifted from the Lomvardas and the Axel laboratories. The <italic>Olfr151</italic><sup>IRES-tauRFP2</sup> line was generated in-house.</p></sec><sec id="s4-2"><title>Transgenic mouse line</title><p>The <italic>Olfr151</italic><sup>IRES-tauRFP2</sup> mouse line was generated by homologous recombination of mouse ES cells using established techniques. Briefly, the targeting vector (Addgene, 15510) was linearized using PmeI and electroporated into MM13 ES cells (129 S/SvEv). Targeted ES clones were identified by Southern blot hybridization and positive ES cells were transferred into C57BL/6 blastocysts. Male chimeras were bred with C57BL/6 females to establish germline transmission and subsequently outcrossed to C57BL/6 females for at least five generations. Deletion of the self-excising Neo cassette was confirmed by PCR of genomic DNA.</p></sec><sec id="s4-3"><title>Olfactory fear conditioning</title><p>8–12 week-old male and female mice were trained to associate acetophenone (Sigma-Aldrich, 42163), lyral (IFF, 00129214), or propanol (Sigma-Aldrich, I9516) with 0.75 mA foot shocks. Odors were diluted to 10% v/v in mineral oil (Fisher, O121-1). The mice were trained on 3 consecutive days, with each training day consisting of five presentations of odor for 10 s. For mice in the paired condition, the odor presentations were co-terminated with a 0.75 mA foot shock. For mice in the unpaired condition, there was a 60-s delay between the odor presentation and foot shock (<xref ref-type="fig" rid="fig1">Figure 1C</xref>). Olfactory fear conditioning boxes, olfactometers, and software were obtained from Med Associates. Mice were randomly assigned to experimental conditions.</p></sec><sec id="s4-4"><title>Tissue clearing</title><p>MOEs were perfused, dissected, and processed according to the iDISCO+ protocol (<xref ref-type="bibr" rid="bib39">Renier et al., 2016</xref>). Whole MOEs were processed in 5 mL volumes. Samples were postfixed in 4% paraformaldehyde in 1X PBS (Electron Microscopy Sciences, 15,710 S) overnight at 4°C. The following day, they were washed with 1X PBS (3 × 30 min), gradually dehydrated with methanol (MeOH; Sigma-Aldrich, 322415) over 5 hr, and incubated in 66% dichloromethane (DCM; Sigma-Aldrich, 270997)/33% MeOH overnight. The samples were washed in 100% MeOH the following day, chilled at 4°C, bleached in 5% hydrogen peroxide (Sigma-Aldrich, 216763) in MeOH overnight at 4°C, and then gradually rehydrated the next day. Samples were permeabilized for 2 days and blocked in 6% goat serum (Jackson ImmunoResearch, 005-000-121) for 2 days at 37°C. Next, they were labeled with a 1:2000 dilution of primary chicken anti-GFP antibody (Aves Labs, GFP-1020, RRID:<ext-link ext-link-type="uri" xlink:href="https://identifiers.org/RRID:AB_10000240">AB_10000240</ext-link>) for 3 days at 37°C, washed for 1 day (5 ×1 hr), and labeled with a 1:1000 dilution of secondary goat anti-chicken Alexa Fluor 647 antibody (Thermo Fisher Scientific, A-21449, RRID:<ext-link ext-link-type="uri" xlink:href="https://identifiers.org/RRID:AB_2535866">AB_2535866</ext-link>) for 3 days at 37°C. Due to the fragility of the nasal turbinates housing the majority of zone 1, samples were embedded in 4% agarose (Invitrogen, 16500100) prior to final dehydration (<xref ref-type="fig" rid="fig1">Figure 1E</xref>). Lastly, the embedded samples were incubated in 66% DCM/33% MeOH for 3 hr, rinsed twice with 100% DCM, and transferred to dibenzyl ether (Sigma-Aldrich, 33630) for final clearing. This experiment was replicated at least five times across multiple cohorts, with each cohort representing all groups.</p></sec><sec id="s4-5"><title>Light sheet imaging</title><p>Images were collected with a light-sheet microscope (Ultramicroscope II, LaVision BioTec) at ×2.0 magnification using a 640 nm laser and a z-step size of 2.0 µm. All cleared tissue images were acquired with tissue submerged in dibenzyl ether (DBE). Laser intensity was set between 55% and 75% to prevent oversaturated pixels and photobleaching. The working distance of the microscope allowed for complete visualization of both left and right turbinates containing zone 1 OSNs (<xref ref-type="fig" rid="fig1">Figure 1F and H</xref>). The light-sheet microscope was provided by Cellular Imaging at the Zuckerman Institute (NIH 1S10OD023587-01).</p></sec><sec id="s4-6"><title>Imaris 3D cell quantification</title><p>All quantification was performed in a double-blind manner. The image stack of GFP+ olfactory sensory neurons in the 647 nm channel was analyzed using Imaris software. The average number of olfactory sensory neurons was measured using the spot detection tool on 350<sup>3</sup> µm<sup>3</sup> cubes of zone 1 tissue, with a requirement of at least 3 cubes per sample for inclusion. The decision to measure an average number of cells within a fixed volume, as opposed to the total number of cells in the turbinates, accounted for potential tissue loss and differences in tissue volumes/shapes across samples. The spot detection was set to a 16.3 µm estimated diameter and was based on Imaris’ quality threshold, which compares the intensities at the centers of the candidate spots. The quality threshold varied slightly across samples to adjust for signal quality and axon brightness (to minimize counting spots on axons) but was held consistent within every sample.</p></sec><sec id="s4-7"><title>5-Ethynyl-2′-deoxyuridine (EdU) injections</title><p>10 mM EdU (Invitrogen, E10187) was administered to male and female 8–12 week-old M71-GFP<sup>+/+</sup> and MOR23-GFP<sup>+/+</sup> mice through a series of daily 0.01 mL/g intraperitoneal injections. Injections were administered 15 min prior to olfactory fear conditioning on each of the 3 days of conditioning, plus 2 additional days around the same time conditioning had been performed (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). This experiment was replicated at least three times across multiple cohorts, with each cohort representing all groups.</p></sec><sec id="s4-8"><title>EdU click chemistry</title><p>Mice were transcardially perfused with ice-cold 4% PFA (Electron Microscopy Sciences, 15,710 S) in 1X PBS. MOEs were surgically dissected, incubated in 4% PFA overnight, and cryoprotected in 30% sucrose (Sigma-Aldrich, S0389). MOEs were frozen in OCT (Fisher, 23-730-571) and stored at –20°C until sectioning. Tissue was sliced into 20 µm sections, mounted directly onto Fisher Superfrost Plus glass slides (Fisher, 12-550-15), and stored at –80°C until staining. At the time of staining, slides were acclimated to room temperature, washed with PBST (0.1% Triton X-100 in 1X PBS; 3 × 5 min; Sigma-Aldrich, X100), and incubated with Click-iT Plus EdU reaction cocktail (Alexa Fluor 555; 30 minutes; Invitrogen, C10638). Sections were washed again with PBST (3 × 5 min), with the last wash including 1:10,000 DAPI (Invitrogen, D1306), and then cover-slipped using Vectashield Plus mounting medium (Vector Labs H-1900) and sealed with nail polish.</p></sec><sec id="s4-9"><title>Confocal image acquisition</title><p>Slides were imaged using a Zeiss Upright LSM 880 Confocal microscope and Zen Black software (Zeiss) or W1-Yokogawa Spinning Disk Confocal (Nikon). All co-labeling images were acquired in z-stacks to ensure accuracy in co-labeling determination.</p></sec><sec id="s4-10"><title>Trichamber assay</title><p>At least 1 day following olfactory fear conditioning, conditioned mice were assayed in a custom-built acrylic three-chamber box to assess odor avoidance behavior (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The conditioned and control odors were assigned randomly to either side. Odors were diluted to 1% v/v in mineral oil for all odor preference assays, and flowmeters were set to equal flow rates of approximately 1 l/min. The three-chamber box included vacuum ports both in the center chamber, as well as on either side of the center chamber doorways in the side chambers to ensure that each experimental odor was restricted to its chamber. The mice were habituated to the center chamber for 1 min prior to the start of the test, and then the doors to both chambers were lifted to initiate the assay. Mice were recorded roaming freely throughout the three-chamber box for 10 min. This experiment was replicated at least 5 times across multiple cohorts, with each cohort representing all groups.</p></sec><sec id="s4-11"><title>Behavioral analysis</title><p>We used ANY-maze software to track the position of the mice throughout the entire trichamber trial. The odor avoidance index was calculated as approach-avoidance index = (time spent on control odor side - time spent on conditioned odor side) / total time spent on either side. Animals visibly sampled each chamber to be included in analysis. We also used ANY-maze to generate heat maps and determine distance traveled, time freezing, and mean speed metrics during the assay. For pose estimation, we trained a SLEAP model (<xref ref-type="bibr" rid="bib33">Pereira et al., 2022</xref>) to track eight keypoints (nose, right ear, left ear, neck, center, right leg, left leg, tailbase) on each mouse across each 10-min trial. With tracking data from 99 (30 F0, 69 F1) 10-min trichamber videos that were all recorded by the same camera and in the same apparatus, we trained a Keypoint-MoSeq model (<xref ref-type="bibr" rid="bib48">Weinreb et al., 2024</xref>) to identify behavioral syllables. The model had six latent dimensions (explaining &gt;90% of the variance) and a kappa value of 1e6. For statistical analyses, a minimum relative frequency cutoff of 0.005 was applied for syllables. Pre-established exclusion criteria required for each mouse to sample each side (control odor and conditioned odor) for at least 3 s for inclusion.</p></sec><sec id="s4-12"><title>Statistics</title><p>For all F0 experiments, group assignment (naive, unpaired, paired) was randomized. For F1 experiments, group assignment was determined based on the condition of the father used for mating. Power analyses were performed for each experiment using G*Power (3.1) to determine sample sizes. A significance threshold of p&lt;0.05 was used for all statistical analyses. Outlier tests were performed on all data, leading to the removal of one statistical outlier from the Acetophenone F1 Paired group. This outlier was also excluded from analyses of other metrics from the same behavioral assay. After performing Shapiro-Wilk normality tests, normally distributed data across 2+ groups were performed using a standard one-way ANOVA with Tukey’s multiple comparisons post-hoc tests. Normally distributed data between two groups were performed using Student’s unpaired t-tests. For data that was not normally distributed, 2+ groups were analyzed with a nonparametric one-way ANOVA (Kruskal-Wallis test) and Dunn’s multiple comparisons post-hoc tests. Descriptive statistics used standard error of the mean (S.E.M.) to estimate error. Percent differences between two groups were calculated by comparing the mean of each group. For all analysis except Keypoint-MoSeq, statistical analysis was performed using Prism 9 (GraphPad) software. Statistics for all figures and figure supplements can be found in <xref ref-type="supplementary-material" rid="supp1 supp2">Supplementary files 1 and 2</xref>, respectively. For Keypoint-Moseq statistics, a combination of Keypoint-MoSeq code and custom Python code (available on Github at <ext-link ext-link-type="uri" xlink:href="https://github.com/BJMarlinLab/Liff_et_al_2026">https://github.com/BJMarlinLab/Liff_et_al_2026</ext-link> copy archived at <xref ref-type="bibr" rid="bib28">Marlin Lab, 2026</xref>) was used for statistical analysis.</p></sec><sec id="s4-13"><title>Code availability</title><p>Code is available at <ext-link ext-link-type="uri" xlink:href="https://github.com/BJMarlinLab/Liff_et_al_2026">https://github.com/BJMarlinLab/Liff_et_al_2026</ext-link> (copy archived at <ext-link ext-link-type="uri" xlink:href="https://github.com/BJMarlinLab/Liff_et_al_2026">Marlin Lab, 2026</ext-link>).</p></sec></sec></body><back><sec sec-type="additional-information" id="s5"><title>Additional information</title><fn-group content-type="competing-interest"><title>Competing interests</title><fn fn-type="COI-statement" id="conf1"><p>No competing interests declared</p></fn></fn-group><fn-group content-type="author-contribution"><title>Author contributions</title><fn fn-type="con" id="con1"><p>Conceptualization, Data curation, Formal analysis, Validation, Investigation, Visualization, Methodology, Writing – original draft, Writing – review and editing</p></fn><fn fn-type="con" id="con2"><p>Data curation, Investigation, Methodology</p></fn><fn fn-type="con" id="con3"><p>Data curation, Investigation, Methodology</p></fn><fn fn-type="con" id="con4"><p>Data curation</p></fn><fn fn-type="con" id="con5"><p>Data curation</p></fn><fn fn-type="con" id="con6"><p>Data curation</p></fn><fn fn-type="con" id="con7"><p>Data curation</p></fn><fn fn-type="con" id="con8"><p>Data curation, Formal analysis</p></fn><fn fn-type="con" id="con9"><p>Conceptualization, Resources, Data curation, Software, Formal analysis, Supervision, Funding acquisition, Validation, Investigation, Visualization, Methodology, Writing – original draft, Project administration, Writing – review and editing</p></fn></fn-group><fn-group content-type="ethics-information"><title>Ethics</title><fn fn-type="other"><p>All animal procedures were performed in strict accordance with the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health. All experiments were approved by the Institutional Animal Care and Use Committee (IACUC) of Columbia University under protocol AC-AABL8552. Mice were housed and handled in accordance with institutional guidelines, and all procedures were conducted to minimize animal suffering.</p></fn></fn-group></sec><sec sec-type="supplementary-material" id="s6"><title>Additional files</title><supplementary-material id="supp1"><label>Supplementary file 1.</label><caption><title>Spreadsheet with all statistics for <xref ref-type="fig" rid="fig1">Figures 1</xref>—<xref ref-type="fig" rid="fig6">6</xref>.</title></caption><media xlink:href="elife-92882-supp1-v1.xlsx" mimetype="application" mime-subtype="xlsx"/></supplementary-material><supplementary-material id="supp2"><label>Supplementary file 2.</label><caption><title>Spreadsheet with all statistics for all figure supplements.</title></caption><media xlink:href="elife-92882-supp2-v1.xlsx" mimetype="application" mime-subtype="xlsx"/></supplementary-material><supplementary-material id="mdar"><label>MDAR checklist</label><media xlink:href="elife-92882-mdarchecklist1-v1.pdf" mimetype="application" mime-subtype="pdf"/></supplementary-material></sec><sec sec-type="data-availability" id="s7"><title>Data availability</title><p>Dataset available on Dryad at DOI: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5061/dryad.80gb5mm4m">https://doi.org/10.5061/dryad.80gb5mm4m</ext-link>. The M71-RFP mouse line is available upon request.</p><p>The following dataset was generated:</p><p><element-citation publication-type="data" specific-use="isSupplementedBy" id="dataset1"><person-group person-group-type="author"><name><surname>Liff</surname><given-names>C</given-names></name><name><surname>Ayman</surname><given-names>Y</given-names></name><name><surname>Jaeger</surname><given-names>E</given-names></name><name><surname>Cardeiro</surname><given-names>A</given-names></name><name><surname>Lee</surname><given-names>H</given-names></name><name><surname>Kim</surname><given-names>A</given-names></name><name><surname>Vina-Albarracin</surname><given-names>A</given-names></name><name><surname>Ferguson</surname><given-names>D-L</given-names></name><name><surname>Marlin</surname><given-names>B</given-names></name></person-group><year iso-8601-date="2026">2026</year><data-title>Fear conditioning biases olfactory sensory neuron frequencies across generations</data-title><source>Dryad Digital Repository</source><pub-id pub-id-type="doi">10.5061/dryad.80gb5mm4m</pub-id></element-citation></p></sec><ack id="ack"><title>Acknowledgements</title><p>We thank the past and current members of the Marlin Lab for critical discussions and inputs on the manuscript. We thank Dr D Ng and Zuckerman Institute's Genetic 17 Access Tools platform for generating the M71-RFP mouse line. We thank Drs R Axel, S Lomvardas, C Mason, I Abdus-Saboor, I Ahmed, and JJ Marlin for their comments and discussion. We thank AISC, AM., and VLFN for their support. 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pub-id-type="pmid">29925950</pub-id></element-citation></ref></ref-list></back><sub-article article-type="editor-report" id="sa0"><front-stub><article-id pub-id-type="doi">10.7554/eLife.92882.3.sa0</article-id><title-group><article-title>eLife Assessment</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Penzo</surname><given-names>Mario A</given-names></name><role specific-use="editor">Reviewing Editor</role><aff><institution>National Institute of Mental Health</institution><country>United States</country></aff></contrib></contrib-group><kwd-group kwd-group-type="claim-importance"><kwd>Important</kwd></kwd-group><kwd-group kwd-group-type="evidence-strength"><kwd>Solid</kwd></kwd-group></front-stub><body><p>This study provides <bold>solid</bold> evidence that odor fear conditioning biases olfactory sensory neuron receptor choice in mice and that this bias is detectable in the next generation. The authors use rigorous histological and behavioral analyses, including unsupervised behavioral quantification, to support the conclusion that odor-specific sensory representations can be shaped by experience and partially transmitted across generations. While the behavioral effects in offspring are modest and the mechanistic basis of inheritance remains unresolved, the study offers an <bold>important</bold> and carefully executed contribution to understanding experience-dependent sensory plasticity and its intergenerational consequences.</p></body></sub-article><sub-article article-type="referee-report" id="sa1"><front-stub><article-id pub-id-type="doi">10.7554/eLife.92882.3.sa1</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>The revised manuscript by Liff et al. represents a substantial improvement over the original version. The authors have carefully addressed the key concerns raised in the initial review, most notably by expanding their behavioral analyses and incorporating additional experiments that strengthen the mechanistic links between olfactory sensory neuron (OSN) changes and behavioral outcomes. Their integration of unsupervised Keypoint-MoSeq analysis, extended behavioral metrics (distance travelled, mean speed, freezing time), and the inclusion of behavioral results in the main figures significantly enhance the clarity and impact of the work. The revised discussion also better contextualizes the findings in relation to previous literature, including the discrepancies with Dias &amp; Ressler (2014), and provides more transparency regarding experimental choices.</p><p>Overall Evaluation</p><p>The revised version has substantially strengthened the manuscript. By addressing the initial concerns with new data, improved analyses, and clearer discussion, the authors provide a much more compelling and rigorous account of how odor-shock conditioning biases OSN fate and influences offspring. Although some questions remain open for future exploration, the present study now makes a clear, well-supported contribution to understanding intergenerational sensory inheritance. I commend the authors for their thoughtful and thorough revisions.</p><p>Strengths</p><p>Expanded behavioral analysis: The addition of multiple quantitative metrics, inclusion of freezing behavior, and use of Keypoint-MoSeq provide a much richer characterization of behavioral phenotypes in both F0 and F1 generations. These data convincingly demonstrate nuanced odor-specific effects that were not captured in the earlier version.</p><p>Improved presentation: Behavioral data, previously relegated to supplementary materials, are now appropriately included in the main figures, supported by supplementary statistical tables. This makes the results more transparent and accessible.</p><p>Potential Limitations</p><p>Some behavioral effects in the F1 generation remain subtle; the discussion addresses this, but a cautious interpretation of behavioral inheritance would be appropriate.</p><p>The MoSeq analysis is a valuable addition, though clarifying what &quot;syllables&quot; represent and how they relate to traditional behavioral measures could aid reader interpretation.</p></body></sub-article><sub-article article-type="referee-report" id="sa2"><front-stub><article-id pub-id-type="doi">10.7554/eLife.92882.3.sa2</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 authors examined inherited changes to the olfactory epithelium produced by odor-shock pairings. The manuscript demonstrates that odor fear conditioning biases olfactory bulb neurogenesis toward more production of the olfactory sensory neurons engaged by the odor-shock paring. Further the manuscript reveals that this bias remains in first generation male and female progeny produced by trained parents. Surprisingly, there was a disconnect between increased morphology of the olfactory epithelium for the conditioned odor and the response to odor presentation. The expectation based on previous literature and the morphological results were that F1 progeny would also show an aversion to the odor stimulus. However, the authors found that F1 progeny were not more sensitive to the odor compared to littermate controls</p><p>Strengths:</p><p>The manuscript includes conceptual innovation and some technical innovation. The results validate previous findings that were deemed controversial in the field, which is a major strength of the work. Moreover, these studies were conducted using a combination of genetically modified animals and state-of-the-art imaging techniques, highlighting the rigorous nature of the research. Lastly, the authors provide novel mechanistic details regarding the remodeling of the olfactory epithelium, demonstrating that biased neurogenesis, as opposed to changes in survival rates, account for the increase in odorant receptors after training.</p><p>Weaknesses:</p><p>The main weakness is the disconnect between the morphological changes reported and the lack of change in aversion to the odorant in F1 progeny. The authors also do not address the mechanisms underlying the inheritance of the phenotype, which may lie outside of the scope of the present study.</p></body></sub-article><sub-article article-type="referee-report" id="sa3"><front-stub><article-id pub-id-type="doi">10.7554/eLife.92882.3.sa3</article-id><title-group><article-title>Reviewer #3 (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>Liff et al. have made considerable effort to improve their manuscript. In their revised manuscript, the authors have substantiated their claims of intergenerationally inherited changes in the olfactory system in response to odor-dependent fear conditioning. Several new experiments and analyses now strengthen this study.</p><p>I still find that the statement that the study provides &quot;insight into the heritability of acquired phenotypes&quot; is somewhat misleading. In their response to this initially raised point the authors correctly point out that their &quot;results provide basic knowledge that will accelerate our ability to uncover the mechanisms driving heritable changes.&quot; That said, current &quot;insights&quot; are not mechanistic in nature.</p></body></sub-article><sub-article article-type="author-comment" id="sa4"><front-stub><article-id pub-id-type="doi">10.7554/eLife.92882.3.sa4</article-id><title-group><article-title>Author response</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Liff</surname><given-names>Clara W</given-names></name><role specific-use="author">Author</role><aff><institution>Columbia University</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Ayman</surname><given-names>Yasmine R</given-names></name><role specific-use="author">Author</role><aff><institution>Harvard University</institution><addr-line><named-content content-type="city">Cambridge</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Jaeger</surname><given-names>Eliza CB</given-names></name><role specific-use="author">Author</role><aff><institution>Columbia University</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Cardeiro</surname><given-names>Avery</given-names></name><role specific-use="author">Author</role><aff><institution>Columbia University</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Lee</surname><given-names>Hudson S</given-names></name><role specific-use="author">Author</role><aff><institution>Cornell University</institution><addr-line><named-content content-type="city">New York City</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Kim</surname><given-names>Alexis</given-names></name><role specific-use="author">Author</role><aff><institution>Columbia University</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Vina-Abarracin</surname><given-names>Angelica</given-names></name><role specific-use="author">Author</role><aff><institution>Columbia University</institution><addr-line><named-content content-type="city">New York</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Ferguson</surname><given-names>Dianne-Lee KD</given-names></name><role specific-use="author">Author</role><aff><institution>Howard Hughes Medical Institute</institution><addr-line><named-content content-type="city">Chevy Chase</named-content></addr-line><country>United States</country></aff></contrib><contrib contrib-type="author"><name><surname>Marlin</surname><given-names>Bianca J</given-names></name><role specific-use="author">Author</role><aff><institution>Howard Hughes Medical Institute</institution><addr-line><named-content content-type="city">Chevy Chase</named-content></addr-line><country>United States</country></aff></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>Reviewer #1 (Public Review):</bold></p><p>(1) Discrepancies with previous findings need clarification, especially regarding the absence of similar behavioral effects in F1. Lack of discussion on the decision to modify paradigms instead of using the same model. Presentation of behavioral data in supplementary materials, with a recommendation to include behavioral quantification in main figures. Absence of quantification for freezing behavior, a crucial measure in fear conditioning.</p></disp-quote><p>We agree, thank you. One of the major revisions we have made to this version of the manuscript is the addition of much more thorough analysis of our F1 behavior. While not captured by the (relatively gross) measure of the approach-avoid index, further analysis has highlighted interesting differences between the F1s of unpaired and paired offspring, and in an odor-specific manner. As these analyses have given rise to many new results and conclusions, we have attempted to adjust the manuscript to reflect the major change that we do, in fact, find effects in F1, if subtle.</p><p>Classical odor-shock pairing was used in both Dias &amp; Ressler’s and our study to directly expand upon the findings of increase in cell number. This enabled our discovery of biasing of newborn OSNs. For our behavioral readouts, we chose to focus on the ethological behavior of avoidance. From our extensive behavioral analysis (Figures 5 &amp; 6), we successfully identified several behavioral differences in the F1 offspring that had not previously been described.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #2 (Public Review):</bold></p><p>(1) The main weakness is the disconnect between the morphological changes reported and the lack of change in aversion to the odorant in F1 progeny. The authors also do not address the mechanisms underlying the inheritance of the phenotype, which may lie outside of the scope of the present study.</p></disp-quote><p>Thank you for your comments. Our revised manuscript includes both new experiments and new analyses that probe the relationship between a change in cell number and a change in avoidance behavior, and we have revised the manuscript text to address this point directly. In short, we find both in the F0 generation (at extended time points) and in the F1, that an increase in cell number does not always correlate with avoidance behavior. However, we do find nuanced behavioral differences between the offspring of unpaired and paired fathers. Whether the increase in cell number in offspring is necessary to observe the behavioral changes is outside the scope of the current study, but certainly a question we are interested in answering in future work.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #3 (Public Review):</bold></p><p>(1) In the abstract / summary, the authors raise expectations that are not supported by the data. For example, it is claimed that &quot;increases in F0 were due to biased stem cell receptor choice.&quot; While an active field of study that has seen remarkable progress in the past decade, olfactory receptor gene choice and its relevant timing in particular is still unresolved. Here, Liff et al., do not pinpoint at what stage during differentiation the &quot;biased choice&quot; is made.</p></disp-quote><p>EdU is only taken into stem cells in the S phase, and differences in EdU-labeled M71 or MOR23 OSNs across fear conditioning groups indicates a biasing in subtype identity. We do not make claims regarding the exact stage of OSN maturation at which biasing may occur; rather, we demonstrate that the stem cells that were dividing during EdU administration are more likely to mature into an M71 OSN if a mouse receives paired acetophenone conditioning compared to unpaired or no conditioning (and similarly with MOR23 and lyral). This phenomenon must involve receptor choice, as that is the mechanism by which OSN subtypes form.</p><disp-quote content-type="editor-comment"><p>(2) Similarly, the concluding statement that the study provides &quot;insight into the heritability of acquired phenotypes&quot; is somewhat misleading. The experiments do not address the mechanisms underlying heritability.</p></disp-quote><p>We do not claim to provide direct insight into the mechanisms underlying heritability. Our experiments do provide insight into the heritability of acquired phenotypes, as we corroborate previous studies that this olfactory fear conditioning paradigm induces heritable changes in the nose and in behavior. We also demonstrate odor-specific behavioral differences in the offspring conditioned fathers, suggesting that the mechanisms underlying the specific behavioral phenotypes may be unique to the conditioning odorant, and not one universal mechanism. These results provide basic knowledge that will accelerate our ability to uncover the mechanisms driving heritable changes.</p><disp-quote content-type="editor-comment"><p>(3) The statement that &quot;the percentage of newborn M71 cells is 4-5 times that of MOR23 may simply reflect differences in the birth rates of the two cell populations&quot; should, if true, result in similar differences in the occurrence of mature OSNs with either receptor identity. According to Fig. 1H &amp; J, however, this is not the case.</p></disp-quote><p>We have removed that statement from the manuscript, as subtype-specific differences in proliferation rates are not the focus of this study and we do not wish to make claims about it based on our EdU experiments. We do not compare our iDISCO cell density counts to EdU co-labeling counts nor ratio counts, as differences between M71 and MOR23 quantification in cleared tissue versus EdU uptake may simply reflect the inherent differences between methodologies. Our claims are solely within M71 cohorts and MOR23 cohorts.</p><disp-quote content-type="editor-comment"><p>(4) An important result is that Liff et al., in contrast to results from other studies, &quot;do not observe the inheritance of odor-evoked aversion to the conditioned odor in the F1 generation.&quot; This discrepancy needs to be discussed.</p></disp-quote><p>This is discussed in the manuscript, and we report behavioral differences revealed by additional analyses.</p><disp-quote content-type="editor-comment"><p>(5) The authors speculate that &quot;the increase in neurons responsive to the conditioned odor could enhance the sensitivity to, or the discrimination of, the paired odor in F0 and F1. This would enable the F1 population to learn that odor predicts shock with fewer training cycles or less odorant when trained with the conditioned odor.&quot; This is a fascinating idea that, in fact, could have been readily tested by Liff and coworkers. If this hypothesis were found true, this would substantially enhance the impact of the study for the field.</p></disp-quote><p>We agree that additional F1 behavioral paradigms are a major next step to understand the functional behavioral differences that may emerge from an increase in specific OSN subtype. Due to the nontrivial amount of time and effort it requires to generate F1 offspring (on the order of many months), and because we do not test individual offspring in multiple behavioral assays (such that they are naïve to their father’s conditioning odor), these experiments are outside the scope of this current study.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #1 (Recommendations For The Authors):</bold></p><p>(1) Considering that the authors are expanding upon the previous findings of Dias and Ressler (2014), it is crucial to clarify the discrepancies in the results between both works in the discussion. While I acknowledge the use of a different experimental design by the authors, if the premise assumes there is a universal mechanism for transgenerational acquired modification it prompts the question: Why don't we observe similar behavioral effects in F1 in the present model? This issue needs extensive discussion in the manuscript to advance the field's understanding of this topic. Additionally, I am also curious about the author's decision to modify the paradigms instead of using exactly the same model to further extend their findings on stem cells, for example. Could you please provide comments on this choice and elaborate on this aspect in the discussion?</p></disp-quote><p>We agree, thank you. One of the major revisions we have made to this version of the manuscript is the addition of much more thorough analysis of our F1 behavior. While not captured by the (relatively gross) measure of the approach-avoid index, further analysis has highlighted interesting differences between the F1s of unpaired and paired offspring, and in an odor-specific manner. As these analyses have given rise to many new results and conclusions, we have attempted to adjust the manuscript to reflect the major change that we do, in fact, find effects in F1, if subtle.</p><p>Classical odor-shock pairing was used in both Dias &amp; Ressler’s and our study to directly expand upon the findings of increase in cell number. This enabled our discovery of biasing of newborn OSNs. For our behavioral readouts, we chose to focus on the ethological behavior of avoidance. From our extensive behavioral analysis (Figures 5 &amp; 6), we successfully identified several behavioral differences in the F1 offspring that had not previously been described. We have revised the discussion section to elaborate on these decisions.</p><p>We incorporated the behavioral data into the main figures and included a freezing metric to Figure 5 (F, J, &amp; N). We did do an analysis of time spent freezing in the control vs. conditioned chamber, but since the F0 paired mice spend so little time in the conditioned odor chamber, they also spend most of their time freezing in the control odor chamber. Thus, we felt it was better to show the overall time spent freezing during the trial.</p><disp-quote content-type="editor-comment"><p>(2) It is unclear why the authors chose to present all behavioral data to supplementary materials. I strongly recommend not only incorporating the behavioral data into the main figures but also expanding the behavioral quantification. It appears that the author dismissed the potential effects on F1 without a thorough exploration of animals' behaviors. The task contains valuable information that could be further investigated, potentially altering the findings or even the conclusions of the study. Notably, the absence of quantification for freezing behavior is incomprehensive. Freezing is a crucial measure in fear conditioning, and it's surprising that the authors did not mention it throughout the manuscript. I encourage the author to include freezing data in the analysis and other behavioral quantification as follows: (a) freezing during odor presentation and ITI for conditioning days. (b) freezing during odor preference test in all compartments. (c) it is not very clear the design of the Odor preference behavioral testing. Is the odor presented in a discrete manner or the order is constantly presented in the compartment? Could the authors quantify the latency to avoid after the visit in the compartment? (d) in the video it is very clear the animals are doing a lot of risk assessment, this could be also analyzed and included as a fear measure.</p></disp-quote><p>Thanks for the suggestion. We incorporated the behavioral data into the main figures and included a freezing metric to Figure 5 (F, J, &amp; N). We did do an analysis of time spent freezing in the control vs. conditioned chamber, but since the F0 paired mice spend so little time in the conditioned odor chamber, they also spend most of their time freezing in the control odor chamber. Thus, we felt it was better to show the overall time spent freezing during the trial. In the methods section we describe that the odor is continuously bubbled into the chamber throughout the trial, but we have clarified this in the main text as well. As for further behavioral metrics like latencies and risk assessment, initial analyses have not shown anything in the F1 data that we wished to report here. Future work from the lab will investigate this further.</p><disp-quote content-type="editor-comment"><p>(3) In the Dias and Ressler paper, a crucial difference exists between the models that could elucidate the absence of transgenerational effects on F1. In their study, the presence of the unconditioned stimulus (US) is consistent across all generations in the startle task. I am curious whether, in the present study, the authors considered pairing the F1 with a US-paired task in a protocol that does not induce fear conditioning (e.g., lower shock intensity or fewer pairings). Could this potentially lead to an increased response in the parental-paired offspring? Did the author consider this approach? I understand how extensive this experiment can be, therefore I'm not directly requesting, although it would be a fantastic achievement if the results are positive. Please consider discussing this fundamental difference in the manuscript.</p></disp-quote><p>To clarify, the F1 generation is presented with the unconditioned stimulus, just never conditioned with it. In these experiments, we were primarily interested in the F1’s naïve reaction to their father’s conditioning odorant, and whether the presentation of that odor in the absence of a stressor would lead to any fear-like behavioral responses.</p><p>We have considered the experiments you have suggested and have ongoing projects in the lab further investigating F1 effects and whether their father’s experiences affect their ability to learn in conditioning tasks. Because of the amount of time and effort it requires to generate F1 offspring, and because we do not wish to test individual offspring in multiple assays, we do not present any of these experiments in the current manuscript. Ongoing work is looking into whether 1-day (vs. 3-day) conditioning is sufficient in the offspring of paired mice, and we appreciate the suggestion of subthreshold shock intensity. We will also clarify in the discussion that future work will try to answer these questions.</p><disp-quote content-type="editor-comment"><p>(4) If the videos were combined it would be better to appreciate the behavioral differences of paired vs unpaired.</p></disp-quote><p>Thank you for the suggestion, fixed. Video S1 is now a combination of unpaired and paired example videos.</p><disp-quote content-type="editor-comment"><p>(5) Figure 3E, is there an outlier in the paired group that is driving the difference? Please run an outlier test on the data if this has not been done. If already done, please express the stats.</p></disp-quote><p>We ran an outlier test using the ROUT method (Q=1%) and did not find any outliers to be removed. We also ran the same test on all other data and removed one mouse from the Acetophenone F1 Paired group in Figure 5 (also described in the Methods section).</p><disp-quote content-type="editor-comment"><p>(6) I understand that using the term &quot;olfactory&quot; twice in the title may seem redundant. However, the authors specifically demonstrate the effects of olfactory fear conditioning. I suggest including &quot;odor-induced&quot; before &quot;fear conditioning&quot; in the title for greater specificity and accuracy. This modification would better reflect the study's focus on olfactory fear conditioning, especially given the authors did not explore fear conditioning broadly (e.g., contextual, and auditory aspects were not examined).</p></disp-quote><p>Thank you for your feedback. We found “olfactory” twice as cumbersome. We have changed the title to “Fear conditioning biases olfactory sensory neuron expression across generations”, to more accurately highlight the importance of the olfactory sensory neuron expression, intergenerationally.</p><disp-quote content-type="editor-comment"><p>(7) The last page of the manuscript has a list of videos (8 videos), but only two were presented.</p></disp-quote><p>We have made sure to include all 7 videos (videos 1 and 2 were combined) in this version.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #2 (Recommendations For The Authors):</bold></p><p>(1) The analyses mentioned on lines 210-220 should be presented.</p></disp-quote><p>Thank you for the suggestion. We have removed this part of the manuscript as we do not have a large enough n to draw conclusions about cell longevity in this paper. Future studies in the lab will incorporate this analysis.</p><disp-quote content-type="editor-comment"><p><bold>Reviewer #3 (Recommendations For The Authors):</bold></p><p>(1) The manuscript contains several supplementary figures and movies that are not referred to in the main text.</p></disp-quote><p>All supplementary figures and movies are now referred to in the manuscript text.</p><disp-quote content-type="editor-comment"><p>(2) In the abstract, the authors state that they &quot;investigated changes in the morphology of the olfactory epithelium.&quot; I think that is (technically) not what they did. In fact, the authors do not show any morphometry of the epithelium (e.g., thickness, layers, etc.), but count the density of OSNs that share a specific receptor identity. Along the same lines, the authors state in the abstract that recent work has shown that conditioning is &quot;resulting in increases in olfactory receptor frequencies.&quot; However, recent studies did not show increased &quot;receptor frequencies&quot;, but changes in cell count. Whether (or not) receptor expression per OSN is also changed remains unknown (would be interesting though).</p></disp-quote><p>Yes, agreed. We changed “morphology” to “cellular composition.” We also changed any references to “receptor frequencies” to “olfactory sensory neuron frequencies.”</p><disp-quote content-type="editor-comment"><p>(3) Reference 20 needs to be updated.</p></disp-quote><p>Thank you, updated.</p><disp-quote content-type="editor-comment"><p>(4) l.52: the distribution of OSNs into (four) zones is a somewhat outdated concept as zonal boundaries are rather blurry. Generally, of course, dorsoventral differences are real.</p></disp-quote><p>Yes, we agree and changed the verbiage to “region” as opposed to “zone.” We mainly bring this up because it later becomes relevant that both M71 and MOR23 are expressed in the same (antero-dorsal) region and thus can be quantified with the same methodology.</p><disp-quote content-type="editor-comment"><p>(5) Fig. 3B &amp; C: the EdU background staining is quite peculiar. Any reason why the epithelium is mostly (with the sustentacular nuclei being a noticeable exception) devoid of background?</p></disp-quote><p>We use the ThermoFisher Click-iT Plus EdU kit (Invitrogen, C10638) and it has consistently produced very good signal to noise ratio.</p><disp-quote content-type="editor-comment"><p><bold>Responses to Editor’s note</bold></p></disp-quote><p>We thank the editor for their constructive suggestions.</p><disp-quote content-type="editor-comment"><p>(1) Should you choose to revise your manuscript, please include full statistical reporting including exact p-values wherever possible alongside the summary statistics (test statistic and df) and 95% confidence intervals. These should be reported for all key questions and not only when the p-value is less than 0.05.</p></disp-quote><p>Thank you for the suggestion. We created two supplementary tables with statistical reporting: Table S1 for the main figure statistics, and Table S2 for the supplementary figure statistics.</p></body></sub-article></article>