Comparative Analysis of Patient-Matched PDOs Revealed a Reduction in OLFM4-Associated Clusters in Metastatic Lesions in Colorectal Cancer
Metastasis is the major cause of cancer-related death, but whether metastatic lesions exhibit the same cellular composition as primary tumors has yet to be elucidated. To investigate the cellular heterogeneity of metastatic colorectal cancer (CRC), we established 72 patient-derived organoids (PDOs)...
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creator | Okamoto, Takuya duVerle, David Yaginuma, Katsuyuki Natsume, Yasuko Yamanaka, Hitomi Kusama, Daisuke Fukuda, Mayuko Yamamoto, Mayuko Perraudeau, Fanny Srivastava, Upasna Kashima, Yukie Suzuki, Ayako Kuze, Yuuta Takahashi, Yu Ueno, Masashi Sakai, Yoshiharu Noda, Tetsuo Tsuda, Koji Suzuki, Yutaka Nagayama, Satoshi Yao, Ryoji |
description | Metastasis is the major cause of cancer-related death, but whether metastatic lesions exhibit the same cellular composition as primary tumors has yet to be elucidated. To investigate the cellular heterogeneity of metastatic colorectal cancer (CRC), we established 72 patient-derived organoids (PDOs) from 21 patients. Combined bulk transcriptomic and single-cell RNA-sequencing analysis revealed decreased gene expression of markers for differentiated cells in PDOs derived from metastatic lesions. Paradoxically, expression of potential intestinal stem cell markers was also decreased. We identified OLFM4 as the gene most strongly correlating with a stem-like cell cluster, and found OLFM4+ cells to be capable of initiating organoid culture growth and differentiation capacity in primary PDOs. These cells were required for the efficient growth of primary PDOs but dispensable for metastatic PDOs. These observations demonstrate that metastatic lesions have a cellular composition distinct from that of primary tumors; patient-matched PDOs are a useful resource for analyzing metastatic CRC.
•Seventy-two PDOs were established from 21 stage IV CRC patients•Forty-one DEGs were identified between primary and corresponding metastatic PODs•scRNA-seq analysis identified OLFM4 as a potential cancer stem cell marker•Different roles of OLFM4+ cells in primary and metastatic PDOs were demonstrated
In this article, Yao and colleagues show the cellular heterogeneity of PDOs derived from stage IV CRC. Primary PDOs possess more variable cellular hierarchy than corresponding metastatic/recurrent PDOs. OLFM4 is identified to be the gene most correlated to the stem cell-like clusters, and OLFM4+ cells are indispensable for the growth of primary PDOs. |
doi_str_mv | 10.1016/j.stemcr.2021.02.012 |
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•Seventy-two PDOs were established from 21 stage IV CRC patients•Forty-one DEGs were identified between primary and corresponding metastatic PODs•scRNA-seq analysis identified OLFM4 as a potential cancer stem cell marker•Different roles of OLFM4+ cells in primary and metastatic PDOs were demonstrated
In this article, Yao and colleagues show the cellular heterogeneity of PDOs derived from stage IV CRC. Primary PDOs possess more variable cellular hierarchy than corresponding metastatic/recurrent PDOs. OLFM4 is identified to be the gene most correlated to the stem cell-like clusters, and OLFM4+ cells are indispensable for the growth of primary PDOs.</description><identifier>ISSN: 2213-6711</identifier><identifier>EISSN: 2213-6711</identifier><identifier>DOI: 10.1016/j.stemcr.2021.02.012</identifier><identifier>PMID: 33711267</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Biomarkers, Tumor - genetics ; Biomarkers, Tumor - metabolism ; colorectal cancer ; Colorectal Neoplasms - genetics ; Colorectal Neoplasms - pathology ; Colorectal Neoplasms - surgery ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Granulocyte Colony-Stimulating Factor - metabolism ; Humans ; metastasis ; Neoplasm Metastasis ; Organoids - metabolism ; Organoids - pathology ; patient-derived organoids ; Resource ; scRNA-seq</subject><ispartof>Stem cell reports, 2021-04, Vol.16 (4), p.954-967</ispartof><rights>2021 The Authors</rights><rights>Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.</rights><rights>2021 The Authors 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c529t-f079c3265fcf5e17a23693c79e48fc7683454f19c4121c1e1b7ef34cc068ede73</citedby><cites>FETCH-LOGICAL-c529t-f079c3265fcf5e17a23693c79e48fc7683454f19c4121c1e1b7ef34cc068ede73</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072036/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072036/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33711267$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Okamoto, Takuya</creatorcontrib><creatorcontrib>duVerle, David</creatorcontrib><creatorcontrib>Yaginuma, Katsuyuki</creatorcontrib><creatorcontrib>Natsume, Yasuko</creatorcontrib><creatorcontrib>Yamanaka, Hitomi</creatorcontrib><creatorcontrib>Kusama, Daisuke</creatorcontrib><creatorcontrib>Fukuda, Mayuko</creatorcontrib><creatorcontrib>Yamamoto, Mayuko</creatorcontrib><creatorcontrib>Perraudeau, Fanny</creatorcontrib><creatorcontrib>Srivastava, Upasna</creatorcontrib><creatorcontrib>Kashima, Yukie</creatorcontrib><creatorcontrib>Suzuki, Ayako</creatorcontrib><creatorcontrib>Kuze, Yuuta</creatorcontrib><creatorcontrib>Takahashi, Yu</creatorcontrib><creatorcontrib>Ueno, Masashi</creatorcontrib><creatorcontrib>Sakai, Yoshiharu</creatorcontrib><creatorcontrib>Noda, Tetsuo</creatorcontrib><creatorcontrib>Tsuda, Koji</creatorcontrib><creatorcontrib>Suzuki, Yutaka</creatorcontrib><creatorcontrib>Nagayama, Satoshi</creatorcontrib><creatorcontrib>Yao, Ryoji</creatorcontrib><title>Comparative Analysis of Patient-Matched PDOs Revealed a Reduction in OLFM4-Associated Clusters in Metastatic Lesions in Colorectal Cancer</title><title>Stem cell reports</title><addtitle>Stem Cell Reports</addtitle><description>Metastasis is the major cause of cancer-related death, but whether metastatic lesions exhibit the same cellular composition as primary tumors has yet to be elucidated. To investigate the cellular heterogeneity of metastatic colorectal cancer (CRC), we established 72 patient-derived organoids (PDOs) from 21 patients. Combined bulk transcriptomic and single-cell RNA-sequencing analysis revealed decreased gene expression of markers for differentiated cells in PDOs derived from metastatic lesions. Paradoxically, expression of potential intestinal stem cell markers was also decreased. We identified OLFM4 as the gene most strongly correlating with a stem-like cell cluster, and found OLFM4+ cells to be capable of initiating organoid culture growth and differentiation capacity in primary PDOs. These cells were required for the efficient growth of primary PDOs but dispensable for metastatic PDOs. These observations demonstrate that metastatic lesions have a cellular composition distinct from that of primary tumors; patient-matched PDOs are a useful resource for analyzing metastatic CRC.
•Seventy-two PDOs were established from 21 stage IV CRC patients•Forty-one DEGs were identified between primary and corresponding metastatic PODs•scRNA-seq analysis identified OLFM4 as a potential cancer stem cell marker•Different roles of OLFM4+ cells in primary and metastatic PDOs were demonstrated
In this article, Yao and colleagues show the cellular heterogeneity of PDOs derived from stage IV CRC. Primary PDOs possess more variable cellular hierarchy than corresponding metastatic/recurrent PDOs. OLFM4 is identified to be the gene most correlated to the stem cell-like clusters, and OLFM4+ cells are indispensable for the growth of primary PDOs.</description><subject>Biomarkers, Tumor - genetics</subject><subject>Biomarkers, Tumor - metabolism</subject><subject>colorectal cancer</subject><subject>Colorectal Neoplasms - genetics</subject><subject>Colorectal Neoplasms - pathology</subject><subject>Colorectal Neoplasms - surgery</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Granulocyte Colony-Stimulating Factor - metabolism</subject><subject>Humans</subject><subject>metastasis</subject><subject>Neoplasm Metastasis</subject><subject>Organoids - metabolism</subject><subject>Organoids - pathology</subject><subject>patient-derived organoids</subject><subject>Resource</subject><subject>scRNA-seq</subject><issn>2213-6711</issn><issn>2213-6711</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9Uctu1DAUtRAVrdr-AUJesknwK8lkgzQKLSDNaKoK1pZ7c009SuLBdkbqJ_DXeJhSyqbe-L7OuY9DyFvOSs54_WFbxoQjhFIwwUsmSsbFK3ImBJdF3XD--pl9Si5j3LL82pYLxd-QUylzXNTNGfnV-XFngkluj3Q5meEhuki9pTc5hFMq1ibBPfb05tMm0lvcoxmyZ7LZz5Ccn6ib6GZ1vVbFMkYPzqSc74Y5DxjiIbnGZGLKdEBXGDPiT7Tzgw8IyQy0MxNguCAn1gwRLx__c_L9-upb96VYbT5_7ZarAirRpsKypgUp6sqCrZA3Rsi6ldC0qBYWmnohVaUsb0FxwYEjv2vQSgXA6gX22Mhz8vHIu5vvRuwhLxnMoHfBjSY8aG-c_j8zuXv9w-_1gjWCyToTvH8kCP7njDHp0UXAYTAT-jlqUWUxqpYplUvVsRSCjzGgfWrDmT4Iqbf6KKQ-CKmZ0BmbYe-ej_gE-ivbvx0wH2rvMOgIWS3A3h1uqnvvXu7wGxbEsrE</recordid><startdate>20210413</startdate><enddate>20210413</enddate><creator>Okamoto, Takuya</creator><creator>duVerle, David</creator><creator>Yaginuma, Katsuyuki</creator><creator>Natsume, Yasuko</creator><creator>Yamanaka, Hitomi</creator><creator>Kusama, Daisuke</creator><creator>Fukuda, Mayuko</creator><creator>Yamamoto, Mayuko</creator><creator>Perraudeau, Fanny</creator><creator>Srivastava, Upasna</creator><creator>Kashima, Yukie</creator><creator>Suzuki, Ayako</creator><creator>Kuze, Yuuta</creator><creator>Takahashi, Yu</creator><creator>Ueno, Masashi</creator><creator>Sakai, Yoshiharu</creator><creator>Noda, Tetsuo</creator><creator>Tsuda, Koji</creator><creator>Suzuki, Yutaka</creator><creator>Nagayama, Satoshi</creator><creator>Yao, Ryoji</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><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>7X8</scope><scope>5PM</scope></search><sort><creationdate>20210413</creationdate><title>Comparative Analysis of Patient-Matched PDOs Revealed a Reduction in OLFM4-Associated Clusters in Metastatic Lesions in Colorectal Cancer</title><author>Okamoto, Takuya ; duVerle, David ; Yaginuma, Katsuyuki ; Natsume, Yasuko ; Yamanaka, Hitomi ; Kusama, Daisuke ; Fukuda, Mayuko ; Yamamoto, Mayuko ; Perraudeau, Fanny ; Srivastava, Upasna ; Kashima, Yukie ; Suzuki, Ayako ; Kuze, Yuuta ; Takahashi, Yu ; Ueno, Masashi ; Sakai, Yoshiharu ; Noda, Tetsuo ; Tsuda, Koji ; Suzuki, Yutaka ; Nagayama, Satoshi ; Yao, Ryoji</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c529t-f079c3265fcf5e17a23693c79e48fc7683454f19c4121c1e1b7ef34cc068ede73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Biomarkers, Tumor - genetics</topic><topic>Biomarkers, Tumor - metabolism</topic><topic>colorectal cancer</topic><topic>Colorectal Neoplasms - genetics</topic><topic>Colorectal Neoplasms - pathology</topic><topic>Colorectal Neoplasms - surgery</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Granulocyte Colony-Stimulating Factor - metabolism</topic><topic>Humans</topic><topic>metastasis</topic><topic>Neoplasm Metastasis</topic><topic>Organoids - metabolism</topic><topic>Organoids - pathology</topic><topic>patient-derived organoids</topic><topic>Resource</topic><topic>scRNA-seq</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Okamoto, Takuya</creatorcontrib><creatorcontrib>duVerle, David</creatorcontrib><creatorcontrib>Yaginuma, Katsuyuki</creatorcontrib><creatorcontrib>Natsume, Yasuko</creatorcontrib><creatorcontrib>Yamanaka, Hitomi</creatorcontrib><creatorcontrib>Kusama, Daisuke</creatorcontrib><creatorcontrib>Fukuda, Mayuko</creatorcontrib><creatorcontrib>Yamamoto, Mayuko</creatorcontrib><creatorcontrib>Perraudeau, Fanny</creatorcontrib><creatorcontrib>Srivastava, Upasna</creatorcontrib><creatorcontrib>Kashima, Yukie</creatorcontrib><creatorcontrib>Suzuki, Ayako</creatorcontrib><creatorcontrib>Kuze, Yuuta</creatorcontrib><creatorcontrib>Takahashi, Yu</creatorcontrib><creatorcontrib>Ueno, Masashi</creatorcontrib><creatorcontrib>Sakai, Yoshiharu</creatorcontrib><creatorcontrib>Noda, Tetsuo</creatorcontrib><creatorcontrib>Tsuda, Koji</creatorcontrib><creatorcontrib>Suzuki, Yutaka</creatorcontrib><creatorcontrib>Nagayama, Satoshi</creatorcontrib><creatorcontrib>Yao, Ryoji</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Stem cell reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Okamoto, Takuya</au><au>duVerle, David</au><au>Yaginuma, Katsuyuki</au><au>Natsume, Yasuko</au><au>Yamanaka, Hitomi</au><au>Kusama, Daisuke</au><au>Fukuda, Mayuko</au><au>Yamamoto, Mayuko</au><au>Perraudeau, Fanny</au><au>Srivastava, Upasna</au><au>Kashima, Yukie</au><au>Suzuki, Ayako</au><au>Kuze, Yuuta</au><au>Takahashi, Yu</au><au>Ueno, Masashi</au><au>Sakai, Yoshiharu</au><au>Noda, Tetsuo</au><au>Tsuda, Koji</au><au>Suzuki, Yutaka</au><au>Nagayama, Satoshi</au><au>Yao, Ryoji</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative Analysis of Patient-Matched PDOs Revealed a Reduction in OLFM4-Associated Clusters in Metastatic Lesions in Colorectal Cancer</atitle><jtitle>Stem cell reports</jtitle><addtitle>Stem Cell Reports</addtitle><date>2021-04-13</date><risdate>2021</risdate><volume>16</volume><issue>4</issue><spage>954</spage><epage>967</epage><pages>954-967</pages><issn>2213-6711</issn><eissn>2213-6711</eissn><abstract>Metastasis is the major cause of cancer-related death, but whether metastatic lesions exhibit the same cellular composition as primary tumors has yet to be elucidated. To investigate the cellular heterogeneity of metastatic colorectal cancer (CRC), we established 72 patient-derived organoids (PDOs) from 21 patients. Combined bulk transcriptomic and single-cell RNA-sequencing analysis revealed decreased gene expression of markers for differentiated cells in PDOs derived from metastatic lesions. Paradoxically, expression of potential intestinal stem cell markers was also decreased. We identified OLFM4 as the gene most strongly correlating with a stem-like cell cluster, and found OLFM4+ cells to be capable of initiating organoid culture growth and differentiation capacity in primary PDOs. These cells were required for the efficient growth of primary PDOs but dispensable for metastatic PDOs. These observations demonstrate that metastatic lesions have a cellular composition distinct from that of primary tumors; patient-matched PDOs are a useful resource for analyzing metastatic CRC.
•Seventy-two PDOs were established from 21 stage IV CRC patients•Forty-one DEGs were identified between primary and corresponding metastatic PODs•scRNA-seq analysis identified OLFM4 as a potential cancer stem cell marker•Different roles of OLFM4+ cells in primary and metastatic PDOs were demonstrated
In this article, Yao and colleagues show the cellular heterogeneity of PDOs derived from stage IV CRC. Primary PDOs possess more variable cellular hierarchy than corresponding metastatic/recurrent PDOs. OLFM4 is identified to be the gene most correlated to the stem cell-like clusters, and OLFM4+ cells are indispensable for the growth of primary PDOs.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>33711267</pmid><doi>10.1016/j.stemcr.2021.02.012</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Biomarkers, Tumor - genetics Biomarkers, Tumor - metabolism colorectal cancer Colorectal Neoplasms - genetics Colorectal Neoplasms - pathology Colorectal Neoplasms - surgery Gene Expression Profiling Gene Expression Regulation, Neoplastic Granulocyte Colony-Stimulating Factor - metabolism Humans metastasis Neoplasm Metastasis Organoids - metabolism Organoids - pathology patient-derived organoids Resource scRNA-seq |
title | Comparative Analysis of Patient-Matched PDOs Revealed a Reduction in OLFM4-Associated Clusters in Metastatic Lesions in Colorectal Cancer |
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