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Single-cell RNA sequencing reveals a pro-invasive cancer-associated fibroblast subgroup associated with poor clinical outcomes in patients with gastric cancer
The protumor activities of cancer-associated fibroblasts (CAFs) suggest that they are potential therapeutic targets for the treatment of cancer. The mechanism of CAF heterogeneity in gastric cancer (GC) remains unclear and has slowed translational advances in targeting CAFs. Therefore, a comprehensi...
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Published in: | Theranostics 2022, Vol.12 (2), p.620-638 |
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creator | Li, Xuechun Sun, Zhao Peng, Gongxin Xiao, Yi Guo, Junchao Wu, Bin Li, Xiaoyi Zhou, Weixun Li, Jiarui Li, Zhe Bai, Chunmei Zhao, Lin Han, Qin Zhao, Robert Chunhua Wang, Xiaoyue |
description | The protumor activities of cancer-associated fibroblasts (CAFs) suggest that they are potential therapeutic targets for the treatment of cancer. The mechanism of CAF heterogeneity in gastric cancer (GC) remains unclear and has slowed translational advances in targeting CAFs. Therefore, a comprehensive understanding of the classification, function, activation stage, and spatial distribution of the CAF subsets in GC is urgently needed.
In this study, the characteristics of the CAF subsets and the dynamic communication among the tumor microenvironment (TME) components regulated by the CAF subsets were analyzed by performing single-cell RNA sequencing of eight pairs of GC and adjacent mucosal (AM) samples. The spatial distribution of the CAF subsets in different Lauren subtypes of GC, as well as the neighborhood relations between these CAF subsets and the protumor immune cell subsets were evaluated by performing multistaining registration.
Tumor epithelial cells exhibited significant intratumor and intertumor variabilities, while CAFs mainly exhibited intratumor variability. Moreover, we identified four CAF subsets with different properties in GC. These four CAF subsets shared similar properties with their resident fibroblast counterparts in the adjacent mucosa but also exhibited enhanced protumor activities. Additionally, two CAF subsets, inflammatory CAFs (iCAFs) and extracellular matrix CAFs (eCAFs), communicated with adjacent immune cell subsets in the GC TME. iCAFs interacted with T cells by secreting interleukin (IL)-6 and C-X-C motif chemokine ligand 12 (CXCL12), while eCAFs correlated with M2 macrophages via the expression of periostin (POSTN). eCAFs, which function as a pro-invasive CAF subset, decreased the overall survival time of patients with GC.
iCAFs and eCAFs not only exhibited enhanced pro-invasive activities but also mobilized the surrounding immune cells to construct a tumor-favorable microenvironment. Therefore, inhibiting their activation restrains the GC 'seed' and simultaneously improves the 'GC' soil, suggesting that it represents a promising therapeutic strategy for the treatment of GC. |
doi_str_mv | 10.7150/thno.60540 |
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In this study, the characteristics of the CAF subsets and the dynamic communication among the tumor microenvironment (TME) components regulated by the CAF subsets were analyzed by performing single-cell RNA sequencing of eight pairs of GC and adjacent mucosal (AM) samples. The spatial distribution of the CAF subsets in different Lauren subtypes of GC, as well as the neighborhood relations between these CAF subsets and the protumor immune cell subsets were evaluated by performing multistaining registration.
Tumor epithelial cells exhibited significant intratumor and intertumor variabilities, while CAFs mainly exhibited intratumor variability. Moreover, we identified four CAF subsets with different properties in GC. These four CAF subsets shared similar properties with their resident fibroblast counterparts in the adjacent mucosa but also exhibited enhanced protumor activities. Additionally, two CAF subsets, inflammatory CAFs (iCAFs) and extracellular matrix CAFs (eCAFs), communicated with adjacent immune cell subsets in the GC TME. iCAFs interacted with T cells by secreting interleukin (IL)-6 and C-X-C motif chemokine ligand 12 (CXCL12), while eCAFs correlated with M2 macrophages via the expression of periostin (POSTN). eCAFs, which function as a pro-invasive CAF subset, decreased the overall survival time of patients with GC.
iCAFs and eCAFs not only exhibited enhanced pro-invasive activities but also mobilized the surrounding immune cells to construct a tumor-favorable microenvironment. Therefore, inhibiting their activation restrains the GC 'seed' and simultaneously improves the 'GC' soil, suggesting that it represents a promising therapeutic strategy for the treatment of GC.</description><identifier>ISSN: 1838-7640</identifier><identifier>EISSN: 1838-7640</identifier><identifier>DOI: 10.7150/thno.60540</identifier><identifier>PMID: 34976204</identifier><language>eng</language><publisher>Australia: Ivyspring International Publisher Pty Ltd</publisher><subject>Angiogenesis ; Cancer-Associated Fibroblasts - classification ; Cancer-Associated Fibroblasts - metabolism ; Cell Communication ; Cell cycle ; Chemokine CXCL12 - metabolism ; Clustering ; Data analysis ; Drugs ; Gastric cancer ; Gastric Mucosa - pathology ; Gene expression ; Genomes ; Genomics ; Humans ; Medical prognosis ; Metastasis ; Research Paper ; RNA, Neoplasm ; RNA-Seq ; Single-Cell Analysis ; Software ; Stomach Neoplasms - genetics ; Stomach Neoplasms - pathology ; Stomach Neoplasms - therapy ; Survival Rate ; Treatment Outcome ; Tumor Cells, Cultured ; Tumor Microenvironment ; Tumors</subject><ispartof>Theranostics, 2022, Vol.12 (2), p.620-638</ispartof><rights>The author(s).</rights><rights>2022. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The author(s) 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c406t-a176d11e694a41fe869ab08bd47601575a8b836bc1ab1f2df9753799865da64f3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2620745057/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2620745057?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4021,25751,27921,27922,27923,37010,37011,44588,53789,53791,74896</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34976204$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Xuechun</creatorcontrib><creatorcontrib>Sun, Zhao</creatorcontrib><creatorcontrib>Peng, Gongxin</creatorcontrib><creatorcontrib>Xiao, Yi</creatorcontrib><creatorcontrib>Guo, Junchao</creatorcontrib><creatorcontrib>Wu, Bin</creatorcontrib><creatorcontrib>Li, Xiaoyi</creatorcontrib><creatorcontrib>Zhou, Weixun</creatorcontrib><creatorcontrib>Li, Jiarui</creatorcontrib><creatorcontrib>Li, Zhe</creatorcontrib><creatorcontrib>Bai, Chunmei</creatorcontrib><creatorcontrib>Zhao, Lin</creatorcontrib><creatorcontrib>Han, Qin</creatorcontrib><creatorcontrib>Zhao, Robert Chunhua</creatorcontrib><creatorcontrib>Wang, Xiaoyue</creatorcontrib><title>Single-cell RNA sequencing reveals a pro-invasive cancer-associated fibroblast subgroup associated with poor clinical outcomes in patients with gastric cancer</title><title>Theranostics</title><addtitle>Theranostics</addtitle><description>The protumor activities of cancer-associated fibroblasts (CAFs) suggest that they are potential therapeutic targets for the treatment of cancer. The mechanism of CAF heterogeneity in gastric cancer (GC) remains unclear and has slowed translational advances in targeting CAFs. Therefore, a comprehensive understanding of the classification, function, activation stage, and spatial distribution of the CAF subsets in GC is urgently needed.
In this study, the characteristics of the CAF subsets and the dynamic communication among the tumor microenvironment (TME) components regulated by the CAF subsets were analyzed by performing single-cell RNA sequencing of eight pairs of GC and adjacent mucosal (AM) samples. The spatial distribution of the CAF subsets in different Lauren subtypes of GC, as well as the neighborhood relations between these CAF subsets and the protumor immune cell subsets were evaluated by performing multistaining registration.
Tumor epithelial cells exhibited significant intratumor and intertumor variabilities, while CAFs mainly exhibited intratumor variability. Moreover, we identified four CAF subsets with different properties in GC. These four CAF subsets shared similar properties with their resident fibroblast counterparts in the adjacent mucosa but also exhibited enhanced protumor activities. Additionally, two CAF subsets, inflammatory CAFs (iCAFs) and extracellular matrix CAFs (eCAFs), communicated with adjacent immune cell subsets in the GC TME. iCAFs interacted with T cells by secreting interleukin (IL)-6 and C-X-C motif chemokine ligand 12 (CXCL12), while eCAFs correlated with M2 macrophages via the expression of periostin (POSTN). eCAFs, which function as a pro-invasive CAF subset, decreased the overall survival time of patients with GC.
iCAFs and eCAFs not only exhibited enhanced pro-invasive activities but also mobilized the surrounding immune cells to construct a tumor-favorable microenvironment. Therefore, inhibiting their activation restrains the GC 'seed' and simultaneously improves the 'GC' soil, suggesting that it represents a promising therapeutic strategy for the treatment of GC.</description><subject>Angiogenesis</subject><subject>Cancer-Associated Fibroblasts - classification</subject><subject>Cancer-Associated Fibroblasts - metabolism</subject><subject>Cell Communication</subject><subject>Cell cycle</subject><subject>Chemokine CXCL12 - metabolism</subject><subject>Clustering</subject><subject>Data analysis</subject><subject>Drugs</subject><subject>Gastric cancer</subject><subject>Gastric Mucosa - pathology</subject><subject>Gene expression</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Humans</subject><subject>Medical prognosis</subject><subject>Metastasis</subject><subject>Research Paper</subject><subject>RNA, Neoplasm</subject><subject>RNA-Seq</subject><subject>Single-Cell Analysis</subject><subject>Software</subject><subject>Stomach Neoplasms - genetics</subject><subject>Stomach Neoplasms - pathology</subject><subject>Stomach Neoplasms - therapy</subject><subject>Survival Rate</subject><subject>Treatment Outcome</subject><subject>Tumor Cells, Cultured</subject><subject>Tumor Microenvironment</subject><subject>Tumors</subject><issn>1838-7640</issn><issn>1838-7640</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkV1rFDEUhoMotrS98QdIwBsRpk1mMvm4EUrxC4pC1etwksnspswmY5JZ8c_4W81217Kam4RzHt7z5rwIvaDkUtCeXJV1iJec9Iw8QadUdrIRnJGnR-8TdJHzPamHkVZR9RyddEwJ3hJ2in5_9WE1uca6acJ3n69xdj8WF2yt4uS2DqaMAc8pNj5sIfutwxaCdamBnKP1UNyAR29SNBPkgvNiVikuMz5q__RljecYE7aTD97ChONSbNy4jH3AMxTvQsl7blVVkreHKefo2VgtuIvDfYa-v3_37eZjc_vlw6eb69vGMsJLA1TwgVLHFQNGRye5AkOkGZjghPaiB2lkx42lYOjYDqMSfSeUkrwfgLOxO0Nv97rzYjZusNVPgknPyW8g_dIRvP63E_xar-JW10mtVLIKvD4IpFgXmIve-LxbKgQXl6xbTnkrmVJdRV_9h97HJYX6vUq1RLCe9KJSb_aUTTHn5MZHM5ToXfJ6l7x-SL7CL4_tP6J_c-7-ABYqrdw</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Li, Xuechun</creator><creator>Sun, Zhao</creator><creator>Peng, Gongxin</creator><creator>Xiao, Yi</creator><creator>Guo, Junchao</creator><creator>Wu, Bin</creator><creator>Li, Xiaoyi</creator><creator>Zhou, Weixun</creator><creator>Li, Jiarui</creator><creator>Li, Zhe</creator><creator>Bai, Chunmei</creator><creator>Zhao, Lin</creator><creator>Han, Qin</creator><creator>Zhao, Robert Chunhua</creator><creator>Wang, Xiaoyue</creator><general>Ivyspring International Publisher Pty Ltd</general><general>Ivyspring International Publisher</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>2022</creationdate><title>Single-cell RNA sequencing reveals a pro-invasive cancer-associated fibroblast subgroup associated with poor clinical outcomes in patients with gastric cancer</title><author>Li, Xuechun ; Sun, Zhao ; Peng, Gongxin ; Xiao, Yi ; Guo, Junchao ; Wu, Bin ; Li, Xiaoyi ; Zhou, Weixun ; Li, Jiarui ; Li, Zhe ; Bai, Chunmei ; Zhao, Lin ; Han, Qin ; Zhao, Robert Chunhua ; Wang, Xiaoyue</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c406t-a176d11e694a41fe869ab08bd47601575a8b836bc1ab1f2df9753799865da64f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Angiogenesis</topic><topic>Cancer-Associated Fibroblasts - classification</topic><topic>Cancer-Associated Fibroblasts - metabolism</topic><topic>Cell Communication</topic><topic>Cell cycle</topic><topic>Chemokine CXCL12 - metabolism</topic><topic>Clustering</topic><topic>Data analysis</topic><topic>Drugs</topic><topic>Gastric cancer</topic><topic>Gastric Mucosa - pathology</topic><topic>Gene expression</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Humans</topic><topic>Medical prognosis</topic><topic>Metastasis</topic><topic>Research Paper</topic><topic>RNA, Neoplasm</topic><topic>RNA-Seq</topic><topic>Single-Cell Analysis</topic><topic>Software</topic><topic>Stomach Neoplasms - genetics</topic><topic>Stomach Neoplasms - pathology</topic><topic>Stomach Neoplasms - therapy</topic><topic>Survival Rate</topic><topic>Treatment Outcome</topic><topic>Tumor Cells, Cultured</topic><topic>Tumor Microenvironment</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Xuechun</creatorcontrib><creatorcontrib>Sun, Zhao</creatorcontrib><creatorcontrib>Peng, Gongxin</creatorcontrib><creatorcontrib>Xiao, Yi</creatorcontrib><creatorcontrib>Guo, Junchao</creatorcontrib><creatorcontrib>Wu, Bin</creatorcontrib><creatorcontrib>Li, Xiaoyi</creatorcontrib><creatorcontrib>Zhou, Weixun</creatorcontrib><creatorcontrib>Li, Jiarui</creatorcontrib><creatorcontrib>Li, Zhe</creatorcontrib><creatorcontrib>Bai, Chunmei</creatorcontrib><creatorcontrib>Zhao, Lin</creatorcontrib><creatorcontrib>Han, Qin</creatorcontrib><creatorcontrib>Zhao, Robert Chunhua</creatorcontrib><creatorcontrib>Wang, Xiaoyue</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>PHMC-Proquest健康医学期刊库</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Theranostics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Xuechun</au><au>Sun, Zhao</au><au>Peng, Gongxin</au><au>Xiao, Yi</au><au>Guo, Junchao</au><au>Wu, Bin</au><au>Li, Xiaoyi</au><au>Zhou, Weixun</au><au>Li, Jiarui</au><au>Li, Zhe</au><au>Bai, Chunmei</au><au>Zhao, Lin</au><au>Han, Qin</au><au>Zhao, Robert Chunhua</au><au>Wang, Xiaoyue</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-cell RNA sequencing reveals a pro-invasive cancer-associated fibroblast subgroup associated with poor clinical outcomes in patients with gastric cancer</atitle><jtitle>Theranostics</jtitle><addtitle>Theranostics</addtitle><date>2022</date><risdate>2022</risdate><volume>12</volume><issue>2</issue><spage>620</spage><epage>638</epage><pages>620-638</pages><issn>1838-7640</issn><eissn>1838-7640</eissn><abstract>The protumor activities of cancer-associated fibroblasts (CAFs) suggest that they are potential therapeutic targets for the treatment of cancer. The mechanism of CAF heterogeneity in gastric cancer (GC) remains unclear and has slowed translational advances in targeting CAFs. Therefore, a comprehensive understanding of the classification, function, activation stage, and spatial distribution of the CAF subsets in GC is urgently needed.
In this study, the characteristics of the CAF subsets and the dynamic communication among the tumor microenvironment (TME) components regulated by the CAF subsets were analyzed by performing single-cell RNA sequencing of eight pairs of GC and adjacent mucosal (AM) samples. The spatial distribution of the CAF subsets in different Lauren subtypes of GC, as well as the neighborhood relations between these CAF subsets and the protumor immune cell subsets were evaluated by performing multistaining registration.
Tumor epithelial cells exhibited significant intratumor and intertumor variabilities, while CAFs mainly exhibited intratumor variability. Moreover, we identified four CAF subsets with different properties in GC. These four CAF subsets shared similar properties with their resident fibroblast counterparts in the adjacent mucosa but also exhibited enhanced protumor activities. Additionally, two CAF subsets, inflammatory CAFs (iCAFs) and extracellular matrix CAFs (eCAFs), communicated with adjacent immune cell subsets in the GC TME. iCAFs interacted with T cells by secreting interleukin (IL)-6 and C-X-C motif chemokine ligand 12 (CXCL12), while eCAFs correlated with M2 macrophages via the expression of periostin (POSTN). eCAFs, which function as a pro-invasive CAF subset, decreased the overall survival time of patients with GC.
iCAFs and eCAFs not only exhibited enhanced pro-invasive activities but also mobilized the surrounding immune cells to construct a tumor-favorable microenvironment. Therefore, inhibiting their activation restrains the GC 'seed' and simultaneously improves the 'GC' soil, suggesting that it represents a promising therapeutic strategy for the treatment of GC.</abstract><cop>Australia</cop><pub>Ivyspring International Publisher Pty Ltd</pub><pmid>34976204</pmid><doi>10.7150/thno.60540</doi><tpages>19</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Angiogenesis Cancer-Associated Fibroblasts - classification Cancer-Associated Fibroblasts - metabolism Cell Communication Cell cycle Chemokine CXCL12 - metabolism Clustering Data analysis Drugs Gastric cancer Gastric Mucosa - pathology Gene expression Genomes Genomics Humans Medical prognosis Metastasis Research Paper RNA, Neoplasm RNA-Seq Single-Cell Analysis Software Stomach Neoplasms - genetics Stomach Neoplasms - pathology Stomach Neoplasms - therapy Survival Rate Treatment Outcome Tumor Cells, Cultured Tumor Microenvironment Tumors |
title | Single-cell RNA sequencing reveals a pro-invasive cancer-associated fibroblast subgroup associated with poor clinical outcomes in patients with gastric cancer |
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