<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="data-paper" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.184178.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Data Note</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>A guide to selecting high-performing renewable antibodies for KIF5A (Q12840) across western blot, immunoprecipitation, and immunofluorescence</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ayoubi</surname>
                        <given-names>Riham</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Alende</surname>
                        <given-names>Charles</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <uri content-type="orcid">https://orcid.org/0009-0005-4611-6134</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Fothouhi</surname>
                        <given-names>Maryam</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Bol&#x00ed;var</surname>
                        <given-names>Sara Gonz&#x00e1;lez</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-4299-8281</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Francis</surname>
                        <given-names>Vincent</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0000-7535-8718</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>McPherson</surname>
                        <given-names>Peter S.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Laflamme</surname>
                        <given-names>Carl</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-5906-025X</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <collab>NeuroSGC/YCharOS/EDDU collaborative group</collab>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Neurology and Neurosurgery, Structural Genomics Consortium, The Montreal Neurological Institute, McGill University, Montreal, Canada</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:carl.laflamme@mcgill.ca">carl.laflamme@mcgill.ca</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>For this project, the authors developed partnerships with leading antibody manufacturers and KO cell line&#13;
providers. The partners provide antibodies and KO cell lines to this project at no cost. These partners&#13;
include: Abcam, ABCD antibodies, ABclonal, Addgene, Aviva Systems Biology, BioTechne, Cell Signaling&#13;
Technology, Developmental Studies Hybridoma Bank, GeneTex, Horizon Discovery, Institute for Protein&#13;
Innovation, MilliporeSigma, Proteintech, Synaptic Systems, Thermo Fisher Scientific.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>30</day>
                <month>6</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>1030</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>15</day>
                    <month>6</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Ayoubi R et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-1030/pdf"/>
            <abstract>
                <p>Kinesin Family Member 5A (KIF5A) is an important protein for anterograde cellular transport. We characterized ten commercially available research antibodies against KIF5A for use in western blot, immunoprecipitation, and immunofluorescence using a standardized workflow. Antibody performance was assessed by comparing signal in a wild-type cell line and its corresponding knockout derivative. This work is part of a broader collaborative public-good initiative to improve biomedical research by systematically evaluating commercial antibodies against human proteins and openly sharing the data as a resource for the scientific community. We encourage readers to use this report as a guide for selecting antibodies best suited to their specific applications.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>UniProt ID Q12840</kwd>
                <kwd>KIF5A</kwd>
                <kwd>KIF5A</kwd>
                <kwd>Kinesin Family Member 5A</kwd>
                <kwd>Kinesin heavy chain isoform 5A</kwd>
                <kwd>antibody characterization</kwd>
                <kwd>antibody validation</kwd>
                <kwd>western blot</kwd>
                <kwd>immunoprecipitation</kwd>
                <kwd>immunofluorescence</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>Thank you to the Structural Genomics Consortium, a registered charity (no. 1097737), for your support on this project. The Structural Genomics Consortium receives funding from Bayer AG, Boehringer Ingelheim, Bristol-Myers Squibb, Genentech, Genome Canada through Ontario Genomics Institute (grant no. OGI196), the EU and EFPIA through the Innovative Medicines Initiative 2 Joint Undertaking (EUbOPEN grant no. 875510), Janssen, Merck KGaA (also known as EMD in Canada and the United States), Pfizer and Takeda.</funding-source>
                </award-group>
                <award-group id="fund-2" xlink:href="https://doi.org/10.13039/501100023921">
                    <funding-source>Structural Genomics Consortium</funding-source>
                </award-group>
                <award-group id="fund-3" xlink:href="https://doi.org/10.13039/100008762">
                    <funding-source>Genome Canada</funding-source>
                </award-group>
                <funding-statement>This work was supported in part by a grant from the ALS-Reproducible Antibody Platform (ALS-RAP). ALS-RAP was created as a public-private partnership by three leading ALS charities: the ALS Association (USA), the Motor Neurone Disease Association (UK), and the ALS Society of Canada. This work was also supported by a grant from the Quebec Consortium for Drug Discovery (CQDM), a grant from the Minist&#x00e8;re de l&#x2019;&#x00c9;conomie, de l&#x2019;Innovation et de l&#x2019;&#x00c9;nergie du Qu&#x00e9;bec.&#13;
&#13;
Thank you to the Structural Genomics Consortium, a registered charity (no. 1097737), for your support on this project. The Structural Genomics Consortium receives funding from Bayer AG, Boehringer Ingelheim, Bristol-Myers Squibb, Genentech, Genome Canada through Ontario Genomics Institute (grant no. OGI-196), the EU and EFPIA through the Innovative Medicines Initiative 2 Joint Undertaking (EUbOPEN grant no. 875510), Janssen, Merck KGaA (also known as EMD in Canada and the United States), Pfizer and Takeda.</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>KIF5A is a member of the KIF5 family of kinesin motor proteins that mediates anterograde transport along microtubules. In neurons, it plays a critical role in the transport of mitochondria and synaptic vesicles from the soma to the synapse, supporting axonal maintenance and function.
                <xref ref-type="bibr" rid="ref1">
                    <sup>1</sup>
                </xref> Mutations in the 
                <italic toggle="yes">KIF5A</italic> gene impair cargo transport and are associated with amyotrophic lateral sclerosis (ALS).
                <xref ref-type="bibr" rid="ref2">
                    <sup>2</sup>
                </xref>
            </p>
            <p>Here, we characterized ten antibodies against KIF5A, for use in western blot, immunoprecipitation, and immunofluorescence using standardized protocols. Antibody performance was assessed by comparing signal in wild-type (WT) and knockout (KO) cell lines. The resulting data can guide the selection of antibodies best suited to specific research needs, enabling robust biochemical and cellular assessment of the target.</p>
            <p>This work is part of a broader collaborative initiative involving academics, funders, and antibody manufacturers, aimed at improving biomedical research reproducibility through the systematic characterization of commercial antibodies against human proteins and open data sharing. Antibodies are provided in-kind by participating manufacturers. The approach involves identifying cell lines with sufficient target expression, generating or sourcing corresponding KO cell lines, and evaluating commercially available antibodies, with a focus on renewable (monoclonal and recombinant) reagents.
                <xref ref-type="bibr" rid="ref3">
                    <sup>3</sup>
                </xref> We do not provide explicit antibody recommendations; rather, the data are presented to enable independent interpretation. Guidance on data interpretation is available via the YCharOS gateway
                <xref ref-type="bibr" rid="ref4">
                    <sup>4</sup>
                </xref> and in 
                <xref ref-type="table" rid="T4">
Table 4</xref> of this data note.</p>
            <table-wrap id="T1" orientation="portrait" position="float">
                <label>
Table 1. </label>
                <caption>
                    <title>Summary of the cell lines used.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Institution</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Catalog number</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">RRID (Cellosaurus)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Cell line</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Genotype</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="center" colspan="1" rowspan="1" valign="top">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">ab278079</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <ext-link ext-link-type="uri" xlink:href="https://www.cellosaurus.org/CVCL_0022">CVCL_0022</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">U-87 MG</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">WT</td>
                        </tr>
                        <tr>
                            <td align="center" colspan="1" rowspan="1" valign="top">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">ab306717</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">CVCL_F4C9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">U-87 MG</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">KIF5A</italic> KO</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>Summary of the KIF5A antibodies tested.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Company</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Catalog number</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Lot number</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">RRID (Antibody Registry)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Clonality</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Clone ID</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Host</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Concentration (&#x03bc;g/&#x03bc;L)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Vendors recommended applications</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ab322900
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1113400&#x2013;1</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3698263">AB_3698263</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">EPR29540&#x2013;31</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">0.507</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb, IF</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ab5628</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1081534&#x2013;6</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_2132218">AB_2132218</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">polyclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">1.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb, IP, IF</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Aviva Systems Biology</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ARP33868_P050</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">QC3274</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_841511">AB_841511</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">polyclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">0.500</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Cell Signaling Technology</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">92872
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3698333">AB_3698333</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">F2W1W</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">0.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">GeneTex</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">GTX104875</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">39708</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_1241009">AB_1241009</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">polyclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">1.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">GeneTex</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">GTX113761</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">40142</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_2037309">AB_2037309</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">polyclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">0.230</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">21186&#x2013;1-AP</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">14632</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_10733125">AB_10733125</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">polyclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">0.287</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb, IP, IF</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">67009&#x2013;1-Ig
                                <xref ref-type="table-fn" rid="tfn2">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">10008940</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_2882326">AB_2882326</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">monoclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1A7E3</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">mouse</td>
                            <td colspan="1" rowspan="1" valign="middle">1.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb,</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">84013&#x2013;4-RR
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">23010610</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3671581">AB_3671581</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">241124H1</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">1.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb, IF</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">84013&#x2013;5-RR
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">23011174</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3671582">AB_3671582</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">241124H5</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">rabbit</td>
                            <td colspan="1" rowspan="1" valign="middle">0.400</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>Wb&#x00a0;=&#x00a0;western blot; IF&#x00a0;=&#x00a0;immunofluorescence; IP&#x00a0;=&#x00a0;immunoprecipitation,</p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn1">
                            <label>**</label>
                            <p>recombinant antibody,</p>
                        </fn>
                        <fn id="tfn2">
                            <label>*</label>
                            <p>monoclonal antibody</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>
Table 3. </label>
                <caption>
                    <title>Table of secondary antibodies used.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Company</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Secondary antibody</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Catalog number</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">RRID (Antibody Registry)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Clonality</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Concentration (&#x03bc;g/&#x03bc;L)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Working concentration (&#x03bc;g/mL)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">HRP-Goat Anti-Rabbit Antibody (H&#x00a0;+&#x00a0;L)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">RGAR001</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3073505">AB_3073505</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant polyclonal</td>
                            <td colspan="1" rowspan="1" valign="middle">1.0</td>
                            <td colspan="1" rowspan="1" valign="middle">0.05</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">HRP-Goat Anti-Mouse Antibody (H&#x00a0;+&#x00a0;L)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">RGAM001</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3068333">AB_3068333</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant polyclonal</td>
                            <td colspan="1" rowspan="1" valign="middle">1.0</td>
                            <td colspan="1" rowspan="1" valign="middle">0.5</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Cell Signaling Technology</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Protein A, HRP conjugate</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">12291</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">polyclonal</td>
                            <td colspan="1" rowspan="1" valign="middle">0.125</td>
                            <td colspan="1" rowspan="1" valign="middle">0.5</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">CoraLite Plus 555-Goat Anti-Rabbit Antibody (H&#x00a0;+&#x00a0;L)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">RGAR003</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3073507">AB_3073507</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant polyclonal</td>
                            <td colspan="1" rowspan="1" valign="middle">0.5</td>
                            <td colspan="1" rowspan="1" valign="middle">0.5</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Proteintech</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">CoraLite Plus 555-Goat Anti-Mouse Antibody (H&#x00a0;+&#x00a0;L)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">RGAM003</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3068539">AB_3068539</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">recombinant polyclonal</td>
                            <td colspan="1" rowspan="1" valign="middle">0.5</td>
                            <td colspan="1" rowspan="1" valign="middle">0.5</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <table-wrap id="T4" orientation="portrait" position="float">
                <label>
Table 4. </label>
                <caption>
                    <title>Illustrations to assess antibody performance in all western blot, immunoprecipitation and immunofluorescence.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Western blot</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Immunoprecipitation</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Immunofluorescence</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td colspan="1" rowspan="1">

                                <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/203297/fc0af0b0-8ca6-4344-a596-a7a8ea56ae96_gra1.gif"/>
</td>
                            <td colspan="1" rowspan="1">

                                <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/203297/fc0af0b0-8ca6-4344-a596-a7a8ea56ae96_gra2.gif"/>
</td>
                            <td colspan="1" rowspan="1">

                                <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/203297/fc0af0b0-8ca6-4344-a596-a7a8ea56ae96_gra3.gif"/>
</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>This table has been reproduced with permission from Ayoubi et al., Elife, 2023
                        <xref ref-type="bibr" rid="ref5">
                            <sup>5</sup>
                        </xref>
                    </p>
                </table-wrap-foot>
            </table-wrap>
        </sec>
        <sec id="sec2" sec-type="results|discussion">
            <title>Results and discussion</title>
            <p>Our standard protocol involves comparing readouts from WT and KO cells.
                <xref ref-type="bibr" rid="ref3">
                    <sup>3</sup>
                </xref> The first step is to identify a cell line expressing sufficient levels of the target protein to generate a measurable signal with antibodies. To this end, we examined the DepMap transcriptomics database (Cancer Dependency Map Portal, RRID:
                <ext-link ext-link-type="uri" xlink:href="http://scicrunch.org/resources/Any/search?q=SCR_017655">SCR_017655</ext-link>) to identify cell lines with expression levels greater than 2.5 log2 (transcripts per million &#x201c;TPM&#x201d;&#x00a0;+&#x00a0;1), a threshold we have found to be suitable.
                <xref ref-type="bibr" rid="ref5">
                    <sup>5</sup>
                </xref> The U-87 MG cell line expresses the 
                <italic toggle="yes">KIF5A</italic> transcript at 4.1 log
                <sub>2</sub> TPM&#x00a0;+&#x00a0;1, and a corresponding U-87 MG 
                <italic toggle="yes">KIF5A</italic> KO cell line was obtained from Abcam (
                <xref ref-type="table" rid="T1">
Table 1</xref>). Moreover, as seen on DepMap, the U-87 MG does not carry mutations in 
                <italic toggle="yes">KIF5A</italic> that could affect antibody-epitope binding.</p>
            <p>First, all ten antibodies were tested in western blot. WT and 
                <italic toggle="yes">KIF5A</italic> KO protein lysates were resolved on SDS-PAGE, transferred to nitrocellulose membranes, and probed in parallel with KIF5A antibodies in parallel (
                <xref ref-type="fig" rid="f1">
Figure 1</xref>).</p>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>
Figure 1. </label>
                <caption>
                    <title>KIF5A antibody screening by western blot.</title>
                    <p>Lysates of U-87 MG WT and 
                        <italic toggle="yes">KIF5A</italic> KO were prepared, and 60&#x00a0;&#x03bc;g of protein were processed for western blot with the indicated KIF5A antibodies. The Ponceau stained transfers of each blot are presented to show equal loading of WT and KO lysates and protein transfer efficiency from the acrylamide gels to the nitrocellulose membrane. Antibody dilutions were chosen according to the recommendations of the antibody supplier. Antibody dilutions used: ab322900** at 1/1000, ab5628 at 1/500, ARP33868_P050 at 1/500, 92872** at 1/500, GTX104875 at 1/500, GTX113761 at 1/500, 21186&#x2013;1-AP at 1/500, 67009&#x2013;1-Ig* at 1/500, 84013&#x2013;4-RR** at 1/3000, 84013&#x2013;5-RR** at 1/1000. Predicted band size: 117.3&#x00a0;kDa. **&#x00a0;=&#x00a0;recombinant antibody, *&#x00a0;=&#x00a0;monoclonal antibody.</p>
                </caption>
                <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/203297/fc0af0b0-8ca6-4344-a596-a7a8ea56ae96_figure1.gif"/>
            </fig>
            <p>The ability of antibodies to capture KIF5A from U-87 MG lysates was assessed by immunoprecipitation, followed by western blot analysis. Equal amounts of the starting material (SM) and the unbound fractions (UB), as well as the whole immunoprecipitate (IP) eluates were separated by SDS-PAGE. For detection, 92872**, a specific KIF5A antibody identified in 
                <xref ref-type="fig" rid="f1">
Figure 1</xref> was used (
                <xref ref-type="fig" rid="f2">
Figure 2</xref>).</p>
            <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                <label>
Figure 2. </label>
                <caption>
                    <title>KIF5A antibody screening by immunoprecipitation.</title>
                    <p>U-87 MG lysates were prepared, and immunoprecipitation was performed for 2&#x00a0;h using 3.0&#x00a0;mg of lysate and 2.0&#x00a0;&#x03bc;g of the indicated KIF5A antibodies pre-coupled to Dynabeads protein A or protein G. Samples were washed and processed for western blot with the KIF5A antibody 92872** used at 1/500. The Ponceau stained transfers of each blot are shown. SM&#x00a0;=&#x00a0;2% starting material; UB&#x00a0;=&#x00a0;2% unbound fraction; IP&#x00a0;=&#x00a0;immunoprecipitate. **&#x00a0;=&#x00a0;recombinant antibody, *&#x00a0;=&#x00a0;monoclonal antibody.</p>
                </caption>
                <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/203297/fc0af0b0-8ca6-4344-a596-a7a8ea56ae96_figure2.gif"/>
            </fig>
            <p>For immunofluorescence, antibodies were screened using a mosaic strategy. WT and 
                <italic toggle="yes">KIF5A</italic> KO cells were pre-labelled with distinct fluorescent dyes to enable discrimination between the two populations and imaged within the same field of view, thereby reducing staining, imaging, and analysis biais (
                <xref ref-type="fig" rid="f3">
Figure 3</xref>). Quantification of immunofluorescence intensity across hundreds of WT and KO cells was performed for each antibody tested,
                <xref ref-type="bibr" rid="ref1">
                    <sup>1</sup>
                </xref> and representative images are shown in 
                <xref ref-type="fig" rid="f3">
Figure 3</xref>.</p>
            <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                <label>
Figure 3. </label>
                <caption>
                    <title>KIF5A antibody screening by immunofluorescence.</title>
                    <p>U-87 MG WT and 
                        <italic toggle="yes">KIF5A</italic> KO cells were labelled with a green or a far-red fluorescent dye, respectively. WT and KO cells were mixed and plated to a 1:1 ratio in a 96-well plate with optically clear flat-bottom. Culture medium was removed, and cells were fixed with 4% PFA for 15&#x00a0;min at room temperature. Cells were permeabilized with 0.1% Triton-X100 for 10&#x00a0;min at room temperature and stained with the indicated KIF5A antibodies followed by the corresponding Fluor 555 coupled secondary antibody then with DAPI. Acquisition of the blue (nucleus-DAPI), green (WT), red (antibody staining) and far-red (KO) channels was performed. Representative images of the blue and red (grayscale) channels are shown. WT and KO cells are outlined with green and magenta dashed line, respectively. When an antibody was recommended for immunofluorescence by the supplier, we tested it at the recommended dilution and at 1 or 2&#x00a0;&#x03bc;g/ml. The rest of the antibodies were tested at 1 and 2&#x00a0;&#x03bc;g/ml, and the final concentration was selected based on the detection range of the microscope used and a quantitative analysis not shown here. Antibody dilutions used: ab322900** at 1/500, ab5628 at 1/1000, ARP33868_P050 at 1/250, 92872** at 1/1000, GTX104875 at 1/1000, GTX113761 at 1/200, 21186&#x2013;1-AP at 1/200, 67009&#x2013;1-Ig* at 1/1000, 84013&#x2013;4-RR** at 1/250, 84013&#x2013;5-RR** at 1/400. Bars&#x00a0;=&#x00a0;10&#x00a0;&#x03bc;m. **&#x00a0;=&#x00a0;recombinant antibody, *&#x00a0;=&#x00a0;monoclonal antibody.</p>
                </caption>
                <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/203297/fc0af0b0-8ca6-4344-a596-a7a8ea56ae96_figure3.gif"/>
            </fig>
            <p>In summary, we screened ten commercially available KIF5A antibodies in western blot, immunoprecipitation, and immunofluorescence by comparing the signal in WT and 
                <italic toggle="yes">KIF5A</italic> KO cells. To assist with data interpretation, 
                <xref ref-type="table" rid="T4">
Table 4</xref> outlines common antibody performance scenarios across applications. High-quality and renewable antibodies detecting KIF5A were identified for each application. Researchers studying KIF5A in other species are encouraged to consider these results and verify predicted species reactivity with the manufacturer before proceeding.</p>
        </sec>
        <sec id="sec3">
            <title>Limitations</title>
            <p>Inherent limitations are associated with the antibody characterization platform used in this study. First, the YCharOS project focuses on renewable (recombinant and monoclonal) antibodies and does not test all available antibodies against any given targets. While YCharOS partners provide access to the majority of renewable antibodies, some widely used polyclonal antibodies may not be included.</p>
            <p>Second, the YCharOS approach is protein-agnostic and aims to provide objective data on antibody performance without predefined expectations regarding molecular weight or localization. As such, only a brief overview of the protein target is provided, and expert interpretation of banding patterns and subcellular localization is encouraged.</p>
            <p>Third, experiments are not performed in biological replicates due to the parallel testing of multiple antibodies recognizing distinct epitopes. The identification of at least one specific antibody supports target expression in WT cells and its absence in KO cells, providing a reference for evaluating other antibodies. Experiments are performed using standardized conditions and master mixes to minimize variability. In immunofluorescence, testing at multiple antibody concentrations provides an additional assessment of specificity. Experiments may be repeated when no signal is detected. Furthermore, these data are generated independently of manufacturers&#x2019; validation processes, effectively constituting an external replication.</p>
            <p>Finally, conclusions are limited to the experimental conditions and cell line used. The reliance on a single cell type represents a constraint, as protein expression levels can influence antibody performance. The use of cancer cell lines also introduces potential confounders, including mutations that may affect antibody-epitope binding. These limitations are inherent to cell line-based validation approaches.</p>
        </sec>
        <sec id="sec4" sec-type="methods">
            <title>Method</title>
            <p>The standardized protocols used for this antibody characterization study were established and approved by a collaborative group of academics, industry researchers, and antibody manufacturers.
                <xref ref-type="bibr" rid="ref3">
                    <sup>3</sup>
                </xref> Brief descriptions of the experimental procedures used in this study are described below.</p>
            <sec id="sec5">
                <title>Cell lines and antibodies</title>
                <p>The cell lines, primary and secondary antibodies used in this study are listed in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>, 
                    <xref ref-type="table" rid="T2">2</xref>, and 
                    <xref ref-type="table" rid="T3">3</xref>, respectively. To ensure consistency with manufacturer recommendations and account for proprietary formulations (where antibody concentrations are not disclosed), antibody usage is reported as dilution ratios rather than absolute concentrations. To facilitate proper citation and unambiguous identification, all cell lines and antibodies are referenced with their corresponding Research Resource Identifiers (RRIDs).
                    <xref ref-type="bibr" rid="ref6">
                        <sup>6</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref7">
                        <sup>7</sup>
                    </xref> All cell lines used in this study were regularly tested for mycoplasma contamination and were confirmed to be mycoplasma-free.</p>
            </sec>
            <sec id="sec6">
                <title>Antibody screening by western blot</title>
                <p>U-87 MG WT and 
                    <italic toggle="yes">KIF5A</italic> KO cells were collected in RIPA buffer (25&#x00a0;mM Tris-HCl pH&#x00a0;7.6, 150&#x00a0;mM NaCl, 1% NP-40, 1% sodium deoxycholate, 0.1% SDS) (Thermo Fisher Scientific, cat. Number 89901) supplemented with 1x protease inhibitor cocktail mix (MilliporeSigma, cat. Number P8340). Lysates were sonicated briefly and incubated 30&#x00a0;min on ice. Lysates were spun at ~110,000 
                    <italic toggle="yes">x g</italic> for 15&#x00a0;min at 4&#x00a0;&#x00b0;C and equal protein aliquots of the supernatants were analyzed by SDS-PAGE and western blot. BLUelf prestained protein ladder (GeneDireX, cat. Number PM008&#x2013;0500) was used.</p>
                <p>Western blots were performed with precast midi 4&#x2013;20% Tris-Glycine polyacrylamide gels (Thermo Fisher Scientific, cat. Number WXP42012BOX) ran with Tris/Glycine/SDS buffer (Bio-Rad, cat. Number 1610772), loaded in Laemmli loading sample buffer (Thermo Fisher Scientific, cat. Number AAJ61337AD) and transferred on nitrocellulose membranes. Proteins on the blots were visualized with Ponceau S staining (Thermo Fisher Scientific, cat. Number BP103&#x2013;10) which is scanned to show together with individual western blot. Blots were blocked with 5% milk for 1&#x00a0;hr, and antibodies were incubated O/N at 4&#x00a0;&#x00b0;C with 5% milk in TBS with 0,1% Tween 20 (TBST) (Cell Signalling Technology, cat. Number 9997). Following three washes with TBST, the peroxidase conjugated secondary antibody was incubated with the membrane in TBST with 5% milk for 1&#x00a0;hr at room temperature followed by three washes with TBST. Membranes were incubated with Pierce ECL (Thermo Fisher Scientific, cat. Number 32106) prior to detection with the iBright&#x2122; CL1500 Imaging System (Thermo Fisher Scientific, cat. Number A44240).</p>
            </sec>
            <sec id="sec7">
                <title>Antibody screening by immunoprecipitation</title>
                <p>Antibody-bead conjugates were prepared by adding 2&#x00a0;&#x03bc;g to 500&#x00a0;&#x03bc;l of Pierce IP Lysis Buffer from Thermo Fisher Scientific (cat. Number 87788) in a microcentrifuge tube, together with 30&#x00a0;&#x03bc;l of Dynabeads protein A- (for rabbit antibodies) or protein G- (for mouse antibodies) (Thermo Fisher Scientific, cat. Number 10002D and 10004D, respectively). All tubes were rocked for ~1&#x00a0;h at 4&#x00a0;&#x00b0;C followed by two washes to remove unbound antibodies.</p>
                <p>U-87 MG WT were collected in Pierce IP buffer (25&#x00a0;mM Tris-HCl pH&#x00a0;7.4, 150&#x00a0;mM NaCl, 1&#x00a0;mM EDTA, 1% NP-40 and 5% glycerol) supplemented with protease inhibitor. Lysates were rocked 30&#x00a0;min at 4&#x00a0;&#x00b0;C and spun at 110,000 
                    <italic toggle="yes">x g</italic> for 15&#x00a0;min at 4&#x00a0;&#x00b0;C. 1.5&#x00a0;ml aliquots at 2&#x00a0;mg/ml of lysate were incubated with an antibody-bead conjugate for ~1&#x00a0;h at 4&#x00a0;&#x00b0;C. The unbound fractions were collected, and beads were subsequently washed three times with 1.0&#x00a0;ml of IP buffer and processed for SDS-PAGE and western blot on precast midi 4&#x2013;20% Tris-Glycine polyacrylamide gels.</p>
            </sec>
            <sec id="sec8">
                <title>Antibody screening by immunofluorescence</title>
                <p>U-87 MG WT and 
                    <italic toggle="yes">KIF5A</italic> KO cells were labelled with a green and a far-red fluorescence dye, respectively (Thermo Fisher Scientific, cat. Number C2925 and C34565). WT and KO cells were plated in a 96-well plate with optically clear flat-bottom (Perkin Elmer, cat. Number 6055300) as a mosaic and incubated for 24&#x00a0;hrs in a cell culture incubator at 37&#x00a0;&#x00b0;C, 5% CO
                    <sub>2</sub>. Culture medium was removed, and cells were fixed with 4% paraformaldehyde (PFA) (VWR, cat. Number 100503&#x2013;917) in phosphate buffered saline (PBS) (Wisent, cat. Number 311&#x2013;010-CL) for 15&#x00a0;min at room temperature. Cells were permeabilized in PBS1x with 0.1% Triton X-100 (Thermo Fisher Scientific, cat. Number BP151&#x2013;500) for 10&#x00a0;min at room temperature and blocked with PBS1x with 5% BSA, 5% goat serum (Gibco, cat. Number 16210&#x2013;064) and 0.01% Triton X-100 for 30&#x00a0;min at room temperature. Cells were incubated with IF buffer (PBS, 5% BSA, 0.01% Triton X-100) containing the primary KIF5A antibodies overnight at 4&#x00a0;&#x00b0;C. Cells were then washed 3&#x00a0;&#x00d7;&#x00a0;10&#x00a0;min with IF buffer and incubated with the corresponding Fluor 555-conjugated secondary antibody in IF buffer for 1&#x00a0;hr at room temperature. Cells were washed 3&#x00a0;&#x00d7;&#x00a0;10&#x00a0;min with PBS1x then incubated with DAPI (Thermo Fisher Scientific, cat. Number D3571) and washed once with PBS.</p>
                <p>Images were acquired on an ImageXpress micro confocal high-content microscopy system (Molecular Devices), using a 20x NA 0.94 air objective and scientific CMOS cameras, equipped with 395, 475, 555 and 635&#x00a0;nm solid state LED lights (lumencor Aura III light engine) and bandpass filters to excite DAPI, Cellmask Green, Alexa-555 and Cellmask Red, respectively. Images had pixel sizes of 0.68 x 0.68 microns, and a z-interval of 4 microns. For analysis and visualization, shading correction (shade only) was carried out for all images. Then, maximum intensity projections were generated using 3 z-slices. Segmentation was carried out separately on maximum intensity projections of Cellmask channels using CellPose 1.0, and masks were used to generate outlines and for intensity quantification.
                    <xref ref-type="bibr" rid="ref8">
                        <sup>8</sup>
                    </xref> Figures were assembled with Adobe Illustrator.</p>
            </sec>
        </sec>
    </body>
    <back>
        <sec id="sec11" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec12">
                <title>Underlying data</title>
                <p>Zenodo: Dataset for the KIF5A antibody screening study &lt;
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.20534229">https://doi.org/10.5281/zenodo.20534229</ext-link>&gt;.</p>
                <p>Data are available under 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">the terms of the Creative Commons Attribution 4.0 International license (CC-BY 4.0)</ext-link>.</p>
            </sec>
        </sec>
        <ack>
            <title>Acknowledgment</title>
            <p>We would like to thank the NeuroSGC/YCharOS/EDDU collaborative group for their important contribution to the creation of an open scientific ecosystem of antibody manufacturers and KO cell line suppliers, for the development of community-agreed protocols, and for their shared ideas, resources, and collaboration. Members of the group can be found below. We would also like to thank the Advanced BioImaging Facility (ABIF) consortium for their image analysis pipeline development and conduction (RRID: 
                <ext-link ext-link-type="uri" xlink:href="http://scicrunch.org/resources/Any/search?q=SCR_017697">SCR_017697</ext-link>). Members of each group can be found below.</p>
            <p>NeuroSGC/YCharOS/EDDU collaborative group: Thomas M. Durcan, Aled M. Edwards, Peter S. McPherson, Chetan Raina and Wolfgang Reintsch.</p>
            <p>ABIF consortium: Claire M. Brown and Joel Ryan.</p>
            <p>Thank you to the Structural Genomics Consortium, a registered charity (no. 1097737), for your support on this project. The Structural Genomics Consortium receives funding from Bayer AG, Boehringer Ingelheim, Bristol-Myers Squibb, Genentech, Genome Canada through Ontario Genomics Institute (grant no. OGI-196), the EU and EFPIA through the Innovative Medicines Initiative 2 Joint Undertaking (EUbOPEN grant no. 875510), Janssen, Merck KGaA (also known as EMD in Canada and the United States), Pfizer and Takeda.</p>
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