Loading…

Deep proteomics and network pharmacology reveal sex- and age-shared neuropathic pain signatures in mouse dorsal root ganglia

Our understanding of how sex and age influence chronic pain at the molecular level is still limited with wide-reaching consequences for adolescent patients. Here, we leveraged deep proteome profiling of mouse dorsal root ganglia (DRG) from adolescent (4-week-old) and adult (12-week-old) male and fem...

Full description

Saved in:
Bibliographic Details
Published in:Pharmacological research 2025-01, Vol.211, p.107552, Article 107552
Main Authors: Grundtner, Sabrina, Sondermann, Julia R., Xian, Feng, Malzl, Daniel, Segelcke, Daniel, Pogatzki-Zahn, Esther M., Menche, Jörg, Gómez-Varela, David, Schmidt, Manuela
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-c1962-ad8446b80cf831c17e2e5f5182540c3f219fdab7052251814ebf1d67a1e152b63
container_end_page
container_issue
container_start_page 107552
container_title Pharmacological research
container_volume 211
creator Grundtner, Sabrina
Sondermann, Julia R.
Xian, Feng
Malzl, Daniel
Segelcke, Daniel
Pogatzki-Zahn, Esther M.
Menche, Jörg
Gómez-Varela, David
Schmidt, Manuela
description Our understanding of how sex and age influence chronic pain at the molecular level is still limited with wide-reaching consequences for adolescent patients. Here, we leveraged deep proteome profiling of mouse dorsal root ganglia (DRG) from adolescent (4-week-old) and adult (12-week-old) male and female mice to investigate the establishment of neuropathic pain in the spared nerve injury (SNI)-model in parallel. We quantified over 12,000 proteins, including notable ion channels involved in pain, highlighting the sensitivity of our approach. Differential expression revealed sex- and age-dependent proteome changes upon nerve injury. In contrast to most previous studies, our comprehensive dataset enabled us to determine differentially expressed proteins (DEPs), which were shared between male and female mice of both age groups. Among these, the vast majority (94 %) were also expressed and, in part, altered in human DRG of neuropathic pain patients, indicating evolutionary conservation. Proteome signatures represented numerous targets of FDA-approved drugs comprising both (i) known pain therapeutics (e.g. Pregabalin and opioids) and, importantly, (ii) compounds with high potential for future re-purposing, e.g. Ptprc-modulators and Epoetins. Protein network and multidimensional analysis uncovered distinct hubs of sex- and age-shared biological pathways impacted by neuropathic pain, such as neuronal activity and synaptic function, DNA-damage, and neuroimmune interactions. Taken together, our results capture the complexity of nerve injury-associated DRG alterations in mice at the network level, moving beyond single-candidate studies. Consequently, we provide an innovative resource of the molecular landscape of neuropathic pain, enabling novel opportunities for translational pain research and network-based drug discovery. [Display omitted] •Proteome-dataset of nerve injury-associated signatures in mouse DRG.•Sex and adolescent age as key biological variables for neuropathic pain development.•High translational value of identified sex- and age-shared proteome signatures.•Matching with human data and systems pharmacology reveals potential drug targets.•Innovative resource for translational pain research and network-based drug discovery.
doi_str_mv 10.1016/j.phrs.2024.107552
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3147130991</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1043661824004973</els_id><sourcerecordid>3147130991</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1962-ad8446b80cf831c17e2e5f5182540c3f219fdab7052251814ebf1d67a1e152b63</originalsourceid><addsrcrecordid>eNp9kEtvnDAUha0qVWfy-ANdRF5mw9TXGANSNlHSJpVG6qZdW8ZcGE8AExvykPrjazqTLru6D33n6N5DyGdgG2Agv-w3486HDWdcxEWeZfwDWQMrZQJQyJOlF2kiJRQrchrCnjFWCmCfyCotZey4WJPfd4gjHb2b0PXWBKqHmg44vTj_SMed9r02rnPtG_X4jLqjAV-Tv5BuMQkRwIWfvRv1tLOGjtoONNh20NPsMdA49W4OSGvnQ9R75yba6qHtrD4nHxvdBbw41jPy69vXn7cPyfbH_ffbm21ioJQ80XUhhKwKZpoiBQM5csyaDAqeCWbShkPZ1LrKWcZ53ILAqoFa5hoQMl7J9IxcHXzjn08zhkn1NhjsOj1gvE2lIHJIWVlCRPkBNd6F4LFRo7e99m8KmFpSV3u1pK6W1NUh9Si6PPrPVY_1P8l7zBG4PgAYv3y26FUwFgeDtfVoJlU7-z__P9uUlNQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3147130991</pqid></control><display><type>article</type><title>Deep proteomics and network pharmacology reveal sex- and age-shared neuropathic pain signatures in mouse dorsal root ganglia</title><source>ScienceDirect Journals</source><creator>Grundtner, Sabrina ; Sondermann, Julia R. ; Xian, Feng ; Malzl, Daniel ; Segelcke, Daniel ; Pogatzki-Zahn, Esther M. ; Menche, Jörg ; Gómez-Varela, David ; Schmidt, Manuela</creator><creatorcontrib>Grundtner, Sabrina ; Sondermann, Julia R. ; Xian, Feng ; Malzl, Daniel ; Segelcke, Daniel ; Pogatzki-Zahn, Esther M. ; Menche, Jörg ; Gómez-Varela, David ; Schmidt, Manuela</creatorcontrib><description>Our understanding of how sex and age influence chronic pain at the molecular level is still limited with wide-reaching consequences for adolescent patients. Here, we leveraged deep proteome profiling of mouse dorsal root ganglia (DRG) from adolescent (4-week-old) and adult (12-week-old) male and female mice to investigate the establishment of neuropathic pain in the spared nerve injury (SNI)-model in parallel. We quantified over 12,000 proteins, including notable ion channels involved in pain, highlighting the sensitivity of our approach. Differential expression revealed sex- and age-dependent proteome changes upon nerve injury. In contrast to most previous studies, our comprehensive dataset enabled us to determine differentially expressed proteins (DEPs), which were shared between male and female mice of both age groups. Among these, the vast majority (94 %) were also expressed and, in part, altered in human DRG of neuropathic pain patients, indicating evolutionary conservation. Proteome signatures represented numerous targets of FDA-approved drugs comprising both (i) known pain therapeutics (e.g. Pregabalin and opioids) and, importantly, (ii) compounds with high potential for future re-purposing, e.g. Ptprc-modulators and Epoetins. Protein network and multidimensional analysis uncovered distinct hubs of sex- and age-shared biological pathways impacted by neuropathic pain, such as neuronal activity and synaptic function, DNA-damage, and neuroimmune interactions. Taken together, our results capture the complexity of nerve injury-associated DRG alterations in mice at the network level, moving beyond single-candidate studies. Consequently, we provide an innovative resource of the molecular landscape of neuropathic pain, enabling novel opportunities for translational pain research and network-based drug discovery. [Display omitted] •Proteome-dataset of nerve injury-associated signatures in mouse DRG.•Sex and adolescent age as key biological variables for neuropathic pain development.•High translational value of identified sex- and age-shared proteome signatures.•Matching with human data and systems pharmacology reveals potential drug targets.•Innovative resource for translational pain research and network-based drug discovery.</description><identifier>ISSN: 1043-6618</identifier><identifier>ISSN: 1096-1186</identifier><identifier>EISSN: 1096-1186</identifier><identifier>DOI: 10.1016/j.phrs.2024.107552</identifier><identifier>PMID: 39694124</identifier><language>eng</language><publisher>Netherlands: Elsevier Ltd</publisher><subject>Dorsal root ganglia ; MEFISTO ; Neuropathic pain ; Pediatric ; Proteomics ; Systems pharmacology</subject><ispartof>Pharmacological research, 2025-01, Vol.211, p.107552, Article 107552</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier Ltd.. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1962-ad8446b80cf831c17e2e5f5182540c3f219fdab7052251814ebf1d67a1e152b63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1043661824004973$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39694124$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Grundtner, Sabrina</creatorcontrib><creatorcontrib>Sondermann, Julia R.</creatorcontrib><creatorcontrib>Xian, Feng</creatorcontrib><creatorcontrib>Malzl, Daniel</creatorcontrib><creatorcontrib>Segelcke, Daniel</creatorcontrib><creatorcontrib>Pogatzki-Zahn, Esther M.</creatorcontrib><creatorcontrib>Menche, Jörg</creatorcontrib><creatorcontrib>Gómez-Varela, David</creatorcontrib><creatorcontrib>Schmidt, Manuela</creatorcontrib><title>Deep proteomics and network pharmacology reveal sex- and age-shared neuropathic pain signatures in mouse dorsal root ganglia</title><title>Pharmacological research</title><addtitle>Pharmacol Res</addtitle><description>Our understanding of how sex and age influence chronic pain at the molecular level is still limited with wide-reaching consequences for adolescent patients. Here, we leveraged deep proteome profiling of mouse dorsal root ganglia (DRG) from adolescent (4-week-old) and adult (12-week-old) male and female mice to investigate the establishment of neuropathic pain in the spared nerve injury (SNI)-model in parallel. We quantified over 12,000 proteins, including notable ion channels involved in pain, highlighting the sensitivity of our approach. Differential expression revealed sex- and age-dependent proteome changes upon nerve injury. In contrast to most previous studies, our comprehensive dataset enabled us to determine differentially expressed proteins (DEPs), which were shared between male and female mice of both age groups. Among these, the vast majority (94 %) were also expressed and, in part, altered in human DRG of neuropathic pain patients, indicating evolutionary conservation. Proteome signatures represented numerous targets of FDA-approved drugs comprising both (i) known pain therapeutics (e.g. Pregabalin and opioids) and, importantly, (ii) compounds with high potential for future re-purposing, e.g. Ptprc-modulators and Epoetins. Protein network and multidimensional analysis uncovered distinct hubs of sex- and age-shared biological pathways impacted by neuropathic pain, such as neuronal activity and synaptic function, DNA-damage, and neuroimmune interactions. Taken together, our results capture the complexity of nerve injury-associated DRG alterations in mice at the network level, moving beyond single-candidate studies. Consequently, we provide an innovative resource of the molecular landscape of neuropathic pain, enabling novel opportunities for translational pain research and network-based drug discovery. [Display omitted] •Proteome-dataset of nerve injury-associated signatures in mouse DRG.•Sex and adolescent age as key biological variables for neuropathic pain development.•High translational value of identified sex- and age-shared proteome signatures.•Matching with human data and systems pharmacology reveals potential drug targets.•Innovative resource for translational pain research and network-based drug discovery.</description><subject>Dorsal root ganglia</subject><subject>MEFISTO</subject><subject>Neuropathic pain</subject><subject>Pediatric</subject><subject>Proteomics</subject><subject>Systems pharmacology</subject><issn>1043-6618</issn><issn>1096-1186</issn><issn>1096-1186</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><recordid>eNp9kEtvnDAUha0qVWfy-ANdRF5mw9TXGANSNlHSJpVG6qZdW8ZcGE8AExvykPrjazqTLru6D33n6N5DyGdgG2Agv-w3486HDWdcxEWeZfwDWQMrZQJQyJOlF2kiJRQrchrCnjFWCmCfyCotZey4WJPfd4gjHb2b0PXWBKqHmg44vTj_SMed9r02rnPtG_X4jLqjAV-Tv5BuMQkRwIWfvRv1tLOGjtoONNh20NPsMdA49W4OSGvnQ9R75yba6qHtrD4nHxvdBbw41jPy69vXn7cPyfbH_ffbm21ioJQ80XUhhKwKZpoiBQM5csyaDAqeCWbShkPZ1LrKWcZ53ILAqoFa5hoQMl7J9IxcHXzjn08zhkn1NhjsOj1gvE2lIHJIWVlCRPkBNd6F4LFRo7e99m8KmFpSV3u1pK6W1NUh9Si6PPrPVY_1P8l7zBG4PgAYv3y26FUwFgeDtfVoJlU7-z__P9uUlNQ</recordid><startdate>202501</startdate><enddate>202501</enddate><creator>Grundtner, Sabrina</creator><creator>Sondermann, Julia R.</creator><creator>Xian, Feng</creator><creator>Malzl, Daniel</creator><creator>Segelcke, Daniel</creator><creator>Pogatzki-Zahn, Esther M.</creator><creator>Menche, Jörg</creator><creator>Gómez-Varela, David</creator><creator>Schmidt, Manuela</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202501</creationdate><title>Deep proteomics and network pharmacology reveal sex- and age-shared neuropathic pain signatures in mouse dorsal root ganglia</title><author>Grundtner, Sabrina ; Sondermann, Julia R. ; Xian, Feng ; Malzl, Daniel ; Segelcke, Daniel ; Pogatzki-Zahn, Esther M. ; Menche, Jörg ; Gómez-Varela, David ; Schmidt, Manuela</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1962-ad8446b80cf831c17e2e5f5182540c3f219fdab7052251814ebf1d67a1e152b63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Dorsal root ganglia</topic><topic>MEFISTO</topic><topic>Neuropathic pain</topic><topic>Pediatric</topic><topic>Proteomics</topic><topic>Systems pharmacology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Grundtner, Sabrina</creatorcontrib><creatorcontrib>Sondermann, Julia R.</creatorcontrib><creatorcontrib>Xian, Feng</creatorcontrib><creatorcontrib>Malzl, Daniel</creatorcontrib><creatorcontrib>Segelcke, Daniel</creatorcontrib><creatorcontrib>Pogatzki-Zahn, Esther M.</creatorcontrib><creatorcontrib>Menche, Jörg</creatorcontrib><creatorcontrib>Gómez-Varela, David</creatorcontrib><creatorcontrib>Schmidt, Manuela</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Pharmacological research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Grundtner, Sabrina</au><au>Sondermann, Julia R.</au><au>Xian, Feng</au><au>Malzl, Daniel</au><au>Segelcke, Daniel</au><au>Pogatzki-Zahn, Esther M.</au><au>Menche, Jörg</au><au>Gómez-Varela, David</au><au>Schmidt, Manuela</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Deep proteomics and network pharmacology reveal sex- and age-shared neuropathic pain signatures in mouse dorsal root ganglia</atitle><jtitle>Pharmacological research</jtitle><addtitle>Pharmacol Res</addtitle><date>2025-01</date><risdate>2025</risdate><volume>211</volume><spage>107552</spage><pages>107552-</pages><artnum>107552</artnum><issn>1043-6618</issn><issn>1096-1186</issn><eissn>1096-1186</eissn><abstract>Our understanding of how sex and age influence chronic pain at the molecular level is still limited with wide-reaching consequences for adolescent patients. Here, we leveraged deep proteome profiling of mouse dorsal root ganglia (DRG) from adolescent (4-week-old) and adult (12-week-old) male and female mice to investigate the establishment of neuropathic pain in the spared nerve injury (SNI)-model in parallel. We quantified over 12,000 proteins, including notable ion channels involved in pain, highlighting the sensitivity of our approach. Differential expression revealed sex- and age-dependent proteome changes upon nerve injury. In contrast to most previous studies, our comprehensive dataset enabled us to determine differentially expressed proteins (DEPs), which were shared between male and female mice of both age groups. Among these, the vast majority (94 %) were also expressed and, in part, altered in human DRG of neuropathic pain patients, indicating evolutionary conservation. Proteome signatures represented numerous targets of FDA-approved drugs comprising both (i) known pain therapeutics (e.g. Pregabalin and opioids) and, importantly, (ii) compounds with high potential for future re-purposing, e.g. Ptprc-modulators and Epoetins. Protein network and multidimensional analysis uncovered distinct hubs of sex- and age-shared biological pathways impacted by neuropathic pain, such as neuronal activity and synaptic function, DNA-damage, and neuroimmune interactions. Taken together, our results capture the complexity of nerve injury-associated DRG alterations in mice at the network level, moving beyond single-candidate studies. Consequently, we provide an innovative resource of the molecular landscape of neuropathic pain, enabling novel opportunities for translational pain research and network-based drug discovery. [Display omitted] •Proteome-dataset of nerve injury-associated signatures in mouse DRG.•Sex and adolescent age as key biological variables for neuropathic pain development.•High translational value of identified sex- and age-shared proteome signatures.•Matching with human data and systems pharmacology reveals potential drug targets.•Innovative resource for translational pain research and network-based drug discovery.</abstract><cop>Netherlands</cop><pub>Elsevier Ltd</pub><pmid>39694124</pmid><doi>10.1016/j.phrs.2024.107552</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1043-6618
ispartof Pharmacological research, 2025-01, Vol.211, p.107552, Article 107552
issn 1043-6618
1096-1186
1096-1186
language eng
recordid cdi_proquest_miscellaneous_3147130991
source ScienceDirect Journals
subjects Dorsal root ganglia
MEFISTO
Neuropathic pain
Pediatric
Proteomics
Systems pharmacology
title Deep proteomics and network pharmacology reveal sex- and age-shared neuropathic pain signatures in mouse dorsal root ganglia
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T00%3A02%3A25IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Deep%20proteomics%20and%20network%20pharmacology%20reveal%20sex-%20and%20age-shared%20neuropathic%20pain%20signatures%20in%20mouse%20dorsal%20root%20ganglia&rft.jtitle=Pharmacological%20research&rft.au=Grundtner,%20Sabrina&rft.date=2025-01&rft.volume=211&rft.spage=107552&rft.pages=107552-&rft.artnum=107552&rft.issn=1043-6618&rft.eissn=1096-1186&rft_id=info:doi/10.1016/j.phrs.2024.107552&rft_dat=%3Cproquest_cross%3E3147130991%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c1962-ad8446b80cf831c17e2e5f5182540c3f219fdab7052251814ebf1d67a1e152b63%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3147130991&rft_id=info:pmid/39694124&rfr_iscdi=true