<?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.178749.1</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 antibodies for ASM (UniProt ID: P17405) for use in western blot and immunoprecipitation</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>Mole&#x00f3;n</surname>
                        <given-names>Vera Ru&#x00ed;z</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-3728-3158</uri>
                    <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>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>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <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; Original Draft Preparation</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>
                <aff id="a1">
                    <label>1</label>Department of Neurology and Neurosurgery, Structural Genomics Consortium, Montreal Neurological Institute-Hospital, Montreal, Qu&#x00e9;bec, 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>28</day>
                <month>4</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>632</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>24</day>
                    <month>3</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Mole&#x00f3;n VR 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/15-632/pdf"/>
            <abstract>
                <p>The 
                    <italic toggle="yes">SMPD1</italic> gene encodes the acid sphingomyelinase (ASM) protein, a lysosomal enzyme essential for hydrolysing sphingomyelin into ceramide and phosphorylcholine, a key step in lipid metabolism and membrane homeostasis. Here we have characterized nine ASM commercial antibodies for western blot and immunoprecipitation using a standardized experimental protocol based on comparing read-outs in knockout cell lines and isogenic parental controls. These studies are part of a larger, collaborative initiative seeking to address antibody reproducibility issues by characterizing commercially available antibodies for human proteins and publishing the results openly as a resource for the scientific community. While the use of antibodies and protocols vary between laboratories, we encourage readers to use this report as a guide to select the most appropriate antibodies for their specific needs.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>P17405</kwd>
                <kwd>SMPD1</kwd>
                <kwd>ASM</kwd>
                <kwd>Acid sphingomyelinase</kwd>
                <kwd>Sphingomyelin phosphodiesterase</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>CQDM (by 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)</funding-source>
                </award-group>
                <award-group id="fund-2">
                    <funding-source>G-Can (GBA1-Canada) initiative</funding-source>
                </award-group>
                <funding-statement>This work was supported by a grant from the CQDM (by 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). This research was also partly funded by the G-Can (GBA1-Canada) initiative, an open-science collaboration dedicated to advancing research on Parkinson's disease associated with GBA1 mutations. G-Can is supported by The Hilary &amp; Galen Weston Foundation, Silverstein Foundation, and J. Sebastian van Berkom and Ghislaine Saucier. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</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>The sphingomyelin phosphodiesterase 1 (
                <italic toggle="yes">SMPD1</italic>) gene encodes acid sphingomyelinase (ASM), a lysosomal hydrolase that converts sphingomyelin to ceramide, a bioactive lipid critical for membrane integrity and cellular signaling.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> Loss-of-function mutations in 
                <italic toggle="yes">SMPD1</italic> impair ASM activity, causing sphingomyelin accumulation and leading to Niemann-Pick disease types A and B, a lysosomal storage disorder characterized by neurodegeneration, neuroinflammation, and white matter abnormalities.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Beyond its canonical role in lysosomal degradation, ASM has been implicated in regulating membrane microdomain organization, autophagy, exosome release, and neuroimmune activation.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>,
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> In Parkinson&#x2019;s disease, reduced ASM activity and altered ceramide metabolism are associated with increased risk and earlier onset.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Experimental models further show that ASM inhibition can modulate microglial activation, synaptic plasticity, and neuronal survival, underscoring the tight link between sphingolipid metabolism and brain homeostasis.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> These findings position 
                <italic toggle="yes">SMPD1</italic> as a molecular bridge between lysosomal function and neurodegenerative mechanisms, offering novel avenues for biomarker development and therapeutic intervention.</p>
            <p>This research is part of a broader collaborative initiative in which academics, funders and commercial antibody manufacturers are working together to address antibody reproducibility issues by characterizing commercial antibodies for human proteins using standardized protocols, and openly sharing the data.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> It consists of identifying human cell lines with adequate target protein expression and the development/contribution of equivalent knockout (KO) cell lines, followed by antibody characterization procedures using most commercially available antibodies against the corresponding protein.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Here we characterized nine commercial ASM antibodies, selected and donated by participant antibody manufacturers, for use in western blot and immunoprecipitation, enabling biochemical and cellular assessment of ASM properties and function.</p>
            <p>The authors do not engage in result analysis or offer explicit antibody recommendations. Our primary aim is to deliver top-tier data to the scientific community, grounded in Open Science principles. This empowers experts to interpret the characterization data independently, enabling them to make informed choices regarding the most suitable antibodies for their specific experimental needs. Guidelines on how to interpret antibody characterization data found in this study are featured on the YCharOS gateway
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> and in 
                <xref ref-type="table" rid="T4">
Table 4</xref> of this data note.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup>
            </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">ATCC</td>
                            <td align="left" colspan="1" rowspan="1" valign="bottom">HTB-14</td>
                            <td align="left" colspan="1" rowspan="1" valign="bottom">
                                <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>
                    </tbody>
                </table>
            </table-wrap>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>Summary of the ASM 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">ab272729
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1070539&#x2013;3</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3105948">AB_3105948</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">EPR23090&#x2013;181</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Rabbit</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.50</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ab277243
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1050795-5</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3105956">AB_3105956</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">EPR23090&#x2013;192</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Rabbit</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.04</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">other</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ab277244
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">105</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3101951">AB_3101951</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">EPR23090&#x2013;4</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Rabbit</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.99</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">other</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ab315810
                                <xref ref-type="table-fn" rid="tfn1">**</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1076948-7</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3101783">AB_3101783</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Recombinant mono</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">EPR28613&#x2013;49</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Rabbit</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.49</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb, IF</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Bio-Techne (Novus biologicals)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">NBP2&#x2013;45889
                                <xref ref-type="table-fn" rid="tfn2">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">F003</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_3097708">AB_3097708</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Monoclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">OTI3H7</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Mouse</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.00</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Bio-Techne (R&amp;D systems)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">MAB5348
                                <xref ref-type="table-fn" rid="tfn2">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">CEIM0121101</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_10640504">AB_10640504</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Monoclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">563418</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Mouse</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.50</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">IP</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">3687</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_1904135">AB_1904135</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 align="left" colspan="1" rowspan="1" valign="middle">0.06</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">14609&#x2013;1-AP</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">00124670</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_2878068">AB_2878068</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 align="left" colspan="1" rowspan="1" valign="middle">0.50</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Wb</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Thermo fisher scientific</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">MA5&#x2013;26615
                                <xref ref-type="table-fn" rid="tfn2">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ZF4351577</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_2723927">AB_2723927</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Monoclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">OTI3H7</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Mouse</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.00</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 align="left" colspan="1" rowspan="1" valign="middle">1.0</td>
                            <td align="left" 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 align="left" colspan="1" rowspan="1" valign="middle">1.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">0.5</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Abcam</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Anti-mouse IgG for IP (HRP)</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">ab131368</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <ext-link ext-link-type="uri" xlink:href="https://www.antibodyregistry.org/AB_2895114">AB_2895114</ext-link>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">Monoclonal</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">2.0</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 and immunoprecipitation.</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>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/197174/3fa44348-9ebc-41a5-a4eb-ba59ba94d370_gra1.gif"/>
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/197174/3fa44348-9ebc-41a5-a4eb-ba59ba94d370_gra2.gif"/>
</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>This table has been reproduced with permission from Ayoubi et al., Elife, 2023
                        <sup>
                            <xref ref-type="bibr" rid="ref12">12</xref>
                        </sup>
                    </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 wild type (WT) and KO cell line.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup> In the absence of a commercially available KO in a cell line background that expresses adequate levels of ASM, siRNA technology is employed to knockdown (KD) the target gene.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>,
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> To determine which cell line demonstrates high expression of ASM and thus be appropriate for KD, the first step is to identify a cell line that expresses sufficient levels of a given protein to generate a measurable signal using antibodies. To this end, we examined the DepMap (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>) transcriptomics database to identify cell lines that express the target at levels greater than 2.5 log
                <sub>2</sub> (transcripts per million &#x201c;TPM&#x201d;&#x00a0;+&#x00a0;1), which we have found to be a suitable cut-off.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> We selected the U-87 MG cell line that expresses the 
                <italic toggle="yes">SMPD1</italic> gene at 6.3 log
                <sub>2</sub> TPM&#x00a0;+&#x00a0;1. A non-targeting control siRNA pool was used to treat U-87 MG control (ctrl) cells, while 
                <italic toggle="yes">SMPD1</italic> was KD using a pool of siRNA targeting this gene.</p>
            <p>According to the UniProt database, ASM is predominantly secreted. To detect secreted ASM, all nine antibodies were first screened by western blot with U-87 MG ctrl and 
                <italic toggle="yes">SMPD1</italic> KD proteins from culture medium ran on SDS-PAGE, transferred onto nitrocellulose membranes, and then probed with the nine ASM antibodies in parallel (
                <xref ref-type="fig" rid="f1">
Figure 1A</xref>). Additionally, selected antibodies were then tested for intracellular ASM detection in protein extracts from U-87 MG control and 
                <italic toggle="yes">SMPD1</italic> knockdown cells (
                <xref ref-type="fig" rid="f1">
Figure 1B</xref>). Although ASM was detectable in cell lysates, the signal required longer exposure times and higher protein loading compared to medium samples, indicating that most ASM is secreted. Based on these findings, the antibodies were not evaluated by immunofluorescence in this study.</p>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>
Figure 1. </label>
                <caption>
                    <title>ASM antibody screening by western blot.</title>
                    <p>

                        <bold>A)</bold> Culture media from U-87 MG ctrl and 
                        <italic toggle="yes">SMPD1</italic> KD were collected, and 10&#x00a0;&#x03bc;g of protein were processed for western blot with the indicated ASM antibodies. The Ponceau stained transfers of each blot are presented to show equal loading of ctrl and KD samples 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: ab272729** at 1/1000, ab277243** at1/1000, ab277244** at 1/1000, ab315810 at 1/200, NBP2&#x2013;45889* at 1/500, MAB5348* at 1/200, 3687 at 1/200, 14609&#x2013;1-AP at 1/500 and MA5&#x2013;26615* at 1/500. 
                        <bold>B)</bold> Lysates of U-87 MG ctrl and 
                        <italic toggle="yes">SMPD1</italic> KD were prepared, and 30&#x00a0;&#x03bc;g of protein were processed for western blot with the selected ASM antibodies used at the same dilution as in A). Predicted band size: 69.9&#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/197174/3fa44348-9ebc-41a5-a4eb-ba59ba94d370_figure1.gif"/>
            </fig>
            <p>We then assessed the capability of the nine antibodies to capture ASM from U-87 MG culture medium using the immunoprecipitation technique, followed by western blot analysis. For the immunoblot step, a specific ASM antibody identified previously (refer to 
                <xref ref-type="fig" rid="f1">
Figure 1</xref>) was selected. 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 (
                <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>ASM antibody screening by immunoprecipitation on culture medium.</title>
                    <p>Culture medium was collected from U-87 MG WT, and immunoprecipitation was performed for 1&#x00a0;h using 0.3&#x00a0;mg of protein and 2.0&#x00a0;&#x03bc;g of the indicated ASM antibodies pre-coupled to Dynabeads protein A or protein G. Samples were washed and processed for western blot with the anti-ASM MAB5348* diluted at 1/500. The Ponceau stained transfers of each blot are shown. SM&#x00a0;=&#x00a0;4% starting material; UB&#x00a0;=&#x00a0;4% unbound fraction; IP&#x00a0;=&#x00a0;immunoprecipitate, HC&#x00a0;=&#x00a0;antibody heavy chain. **&#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/197174/3fa44348-9ebc-41a5-a4eb-ba59ba94d370_figure2.gif"/>
            </fig>
            <p>In conclusion, we have screened nine ASM commercial antibodies by western blot and immunoprecipitation by comparing the signal produced by the antibodies in human U-87 MG ctrl and 
                <italic toggle="yes">SMPD1</italic> KD cells. To assist users in interpreting antibody performanyce, 
                <xref ref-type="table" rid="T4">
Table 4</xref> outlines various scenarios in which antibodies may perform in these applications.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> Several high-quality and renewable antibodies that successfully detect ASM were identified in both applications. Researchers who wish to study ASM in a different species are encouraged to select high-quality antibodies, based on the results of this study, and investigate the predicted species reactivity of the manufacturer before extending their research.</p>
        </sec>
        <sec id="sec3">
            <title>Limitations</title>
            <p>Inherent limitations are associated with the antibody characterization platform used in this study. Firstly, the YCharOS project focuses on renewable (recombinant and monoclonal) antibodies and does not test all commercially available ASM antibodies. YCharOS partners provide approximately 80% of all renewable antibodies, but some top-cited polyclonal antibodies may not be available through these partners.</p>
            <p>Secondly, the YCharOS effort employs a non-biased approach that is agnostic to the protein for which antibodies have been characterized. The aim is to provide objective data on antibody performance without preconceived notions about how antibodies should perform or the molecular weight that should be observed in western blot. As the authors are not experts in ASM, only a brief overview of the protein&#x2019;s function and its relevance in disease is provided. ASM experts are invited to analyze and interpret observed banding patterns in western blots and subcellular localization in immunofluorescence.</p>
            <p>Thirdly, YCharOS experiments are not performed in replicates primarily due to the use of multiple antibodies targeting various epitopes. Once a specific antibody is identified, it validates the protein expression of the intended target in the selected cell line, confirms the lack of protein expression in the KO cell line and supports conclusions regarding the specificity of the other antibodies. Moreover, the same antibody clones are donated by 2&#x2013;3 manufacturers (cross-licensed antibodies), effectively serving as replicates and enabling the validation of test reproducibility. All experiments are performed using master mixes, and meticulous attention is paid to sample preparation and experimental execution. In IF, the use of two different concentrations serves to evaluate antibody specificity and can aid in assessing assay reliability. In instances where antibodies yield no signal, a repeat experiment is conducted following titration. Additionally, our independent data is performed subsequently to the antibody manufacturers internal validation process, therefore making our characterization process a repeat.</p>
            <p>
Lastly, as comprehensive and standardized procedures are respected, any conclusions remain confined to the experimental conditions and cell line used for this study. The use of a single cell type for evaluating antibody performance poses as a limitation, as factors such as target protein abundance significantly impact results. Additionally, the use of cancer cell lines containing gene mutations poses a potential challenge, as these mutations may be within the epitope coding sequence or other regions of the gene responsible for the intended target. Such alterations can impact the binding affinity of antibodies. This represents an inherent limitation of any approach that employs cancer cell lines.</p>
        </sec>
        <sec id="sec4" sec-type="methods">
            <title>Method</title>
            <p>The standardized protocols used to carry out this KO cell line-based antibody characterization platform was established and approved by a collaborative group of academics, industry researchers and antibody manufacturers. The detailed materials and step-by-step protocols used to characterize antibodies in western blot, immunoprecipitation and immunofluorescence are openly available on Protocols.io (
                <ext-link ext-link-type="uri" xlink:href="https://www.protocols.io/view/a-consensus-platform-for-antibody-characterization-3byl49oxrgo5/v1">protocols.io/view/a-consensus-platform-for-antibody-characterization
</ext-link>).
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Brief descriptions of the experimental setup used to carry out this study can be found below.</p>
            <p>To knockdown 
                <italic toggle="yes">SPMD1</italic>, U-87 MG cells were treated with the SMARTPool ON-TARGETplus Human 
                <italic toggle="yes">SMPD1</italic> siRNA from Horizon Discovery (cat. number L-006676-00-0005) for five days. U-87 MG control cells were treated with the ON-TARGETplus Non-targeting Control Pool (Horizon Discovery, cat. number. D-001810-10). Lipofectamine RNAiMAX (Thermo Fisher Scientific, cat. number 13778030) was used to transfect the siRNA following the manufacturer&#x2019;s protocol.</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).
                    <sup>
                        <xref ref-type="bibr" rid="ref13">13</xref>,
                        <xref ref-type="bibr" rid="ref14">14</xref>
                    </sup> 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 ctrl and 
                    <italic toggle="yes">SMPD1</italic> KD cells were washed 3x with PBS 1x and starved for ~36&#x00a0;hrs. Culture media were collected and centrifuged for 10&#x00a0;min at 500 x 
                    <italic toggle="yes">g</italic> to eliminate cells and larger contaminants, then for 10&#x00a0;min at 4500 x 
                    <italic toggle="yes">g</italic> to eliminate smaller contaminants. Culture media were then concentrated by centrifuging at 4000 x 
                    <italic toggle="yes">g</italic> for 30&#x00a0;min using the Amicon Ultra-15 Centrifugal Filter Units with a membrane NMWL of 10kDa (MilliporeSigma cat. number UFC901024). Culture media were finally supplemented with 1x protease inhibitor cocktail mix (MilliporeSigma, cat. number P8340). BLUelf prestained protein ladder (GeneDireX, cat. number PM008-0500) was used. For lysate preparation, cells were collected in RIPA buffer (25mM Tris-HCl pH 7.6, 150mM NaCl, 1% NP-40, 1% sodium deoxycholate, 0.1% SDS) (Thermo Fisher Scientific, cat. number 89901) supplemented with 1x protease inhibitor cocktail mix. Lysates were sonicated briefly and incubated 30 min on ice. Lysates were spun at ~110,000 
                    <italic toggle="yes">x g</italic> for 15 min at 4&#x00b0;C and equal protein aliquots of the supernatants were analyzed by SDS-PAGE and western blot.</p>
                <p>
Western blots were performed with precast midi 4-20% 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 BP103-10) which is scanned to show together with individual western blot. Blots were blocked with 5% milk for 1 hr, and antibodies were incubated O/N at 4&#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 at a dilution of ~0.2 &#x03bc;g/ml in TBST with 5% milk for 1 hr at room temperature followed by three washes with TBST. Membranes were incubated with Pierce ECL (Thermo Fisher Scientific, cat. number 32106) or Clarity Western ECL Substrate (Bio-Rad, cat. number 1705061) 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 &#x03bc;g of antibody to 500 &#x03bc;l of Pierce IP Lysis Buffer (25 mM Tris-HCl pH 7.4, 150 mM NaCl, 1 mM EDTA, 1% NP-40 and 5% glycerol) from Thermo Fisher Scientific, cat. number 87788 in a microcentrifuge tube, together with 30 &#x03bc;l of protein A- (for rabbit antibodies) or protein G- (for mouse antibodies) (Thermo Fisher Scientific, cat. number 10002D and 10004D, respectively). Tubes were rocked for ~1&#x00a0;h at 4&#x00b0;C followed by two washes to remove unbound antibodies.</p>
                <p>Culture media from U-87 MG WT were collected as described in the western section above. 0.75&#x00a0;mL aliquots at 0.4&#x00a0;mg/mL of culture medium were incubated with an antibody-bead conjugate for ~1&#x00a0;h at 4&#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>
    </body>
    <back>
        <sec id="sec10" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec11">
                <title>Underlying data</title>
                <p>Zenodo: Dataset for the ASM antibody screening study &lt; 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.17407436">https://doi.org/10.5281/zenodo.17407436</ext-link> &gt;.</p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">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>
        </ack>
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