Loading…

Molecular dissection of CRC primary tumors and their matched liver metastases reveals critical role of immune microenvironment, EMT and angiogenesis in cancer metastasis

Metastasis is the primary cause of cancer mortality. The primary tumors of colorectal cancer (CRC) often metastasize to the liver. In this study, we have collected 122 samples from 45 CRC patients. Among them, 32 patients have primary tumors, adjacent normal tissues, and matched liver metastases. Th...

Full description

Saved in:
Bibliographic Details
Published in:Scientific reports 2020-07, Vol.10 (1), p.10725-10725, Article 10725
Main Authors: Liu, Jiangang, Cho, Yong Beom, Hong, Hye Kyung, Wu, Song, Ebert, Philip J., Bray, Steven M., Wong, Swee Seong, Ting, Jason C., Calley, John N., Whittington, Catherine F., Bhagwat, Shripad V., Reinhard, Christoph, Wild, Robert, Nam, Do-Hyun, Aggarwal, Amit, Lee, Woo Yong, Peng, Sheng-Bin
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3
cites cdi_FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3
container_end_page 10725
container_issue 1
container_start_page 10725
container_title Scientific reports
container_volume 10
creator Liu, Jiangang
Cho, Yong Beom
Hong, Hye Kyung
Wu, Song
Ebert, Philip J.
Bray, Steven M.
Wong, Swee Seong
Ting, Jason C.
Calley, John N.
Whittington, Catherine F.
Bhagwat, Shripad V.
Reinhard, Christoph
Wild, Robert
Nam, Do-Hyun
Aggarwal, Amit
Lee, Woo Yong
Peng, Sheng-Bin
description Metastasis is the primary cause of cancer mortality. The primary tumors of colorectal cancer (CRC) often metastasize to the liver. In this study, we have collected 122 samples from 45 CRC patients. Among them, 32 patients have primary tumors, adjacent normal tissues, and matched liver metastases. Thirteen patients have primary tumors without distant metastasis and matched normal tissues. Characterization of these samples was conducted by whole-exome and RNA sequencing and SNP6.0 analysis. Our results revealed no significant difference in genetic alterations including common oncogenic mutations, whole genome mutations and copy number variations between primary and metastatic tumors. We then assembled gene co-expression networks and identified metastasis-correlated gene networks of immune-suppression, epithelial–mesenchymal transition (EMT) and angiogenesis as the key events and potentially synergistic drivers associated with CRC metastasis. Further independent cohort validation using published datasets has verified that these specific gene networks are up regulated throughout the tumor progression. The gene networks of EMT, angiogenesis, immune-suppression and T cell exhaustion are closely correlated with the poor patient outcome and intrinsic anti-PD-1 resistance. These results offer insights of combinational strategy for the treatment of metastatic CRC.
doi_str_mv 10.1038/s41598-020-67842-5
format article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7330040</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2419711384</sourcerecordid><originalsourceid>FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3</originalsourceid><addsrcrecordid>eNp9kltrFDEUxwdRbKn9Aj5IwBcfHHtym8uLIEu9QEuh1OeQSc7upkySmsws-JH8lmYv1rUPhkBu__PLuVXVawofKPDuIgsq-64GBnXTdoLV8ll1ykDImnHGnh_tT6rznO-hDMl6QfuX1QlnDWWM0tPq13Uc0cyjTsS6nNFMLgYSl2RxuyAPyXmdfpJp9jFlooMl0xpdIl5PZo2WjG6D5YSTzmViJgk3qMdMTHKTM3okqeC3OOf9HJB4Z1LEsHEpBo9hek8ur-92YB1WLq4wYHaZuECMDuaI7fKr6sWyoPH8sJ5V3z9f3i2-1lc3X74tPl3VRrRiqoUYWjrAYChl3bLVQrda9sBsI2y5gKEFY8BSaJrOUmpky6k20PVWSMu45mfVxz33YR48WlO8THpUh1yoqJ369yW4tVrFjWo5BxBQAO8OgBR_zJgn5V02OI46YJyzYqUGLaW8E0X69on0Ps4plPB2KgYS-FbF9qqSu5wTLh-doaC2zaD2zaBKM6hdMyhZjN4ch_Fo8qf0RcD3glyewgrT37__g_0NpA_DMQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2419205034</pqid></control><display><type>article</type><title>Molecular dissection of CRC primary tumors and their matched liver metastases reveals critical role of immune microenvironment, EMT and angiogenesis in cancer metastasis</title><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><source>Springer Nature - nature.com Journals - Fully Open Access</source><source>ProQuest Publicly Available Content database</source><creator>Liu, Jiangang ; Cho, Yong Beom ; Hong, Hye Kyung ; Wu, Song ; Ebert, Philip J. ; Bray, Steven M. ; Wong, Swee Seong ; Ting, Jason C. ; Calley, John N. ; Whittington, Catherine F. ; Bhagwat, Shripad V. ; Reinhard, Christoph ; Wild, Robert ; Nam, Do-Hyun ; Aggarwal, Amit ; Lee, Woo Yong ; Peng, Sheng-Bin</creator><creatorcontrib>Liu, Jiangang ; Cho, Yong Beom ; Hong, Hye Kyung ; Wu, Song ; Ebert, Philip J. ; Bray, Steven M. ; Wong, Swee Seong ; Ting, Jason C. ; Calley, John N. ; Whittington, Catherine F. ; Bhagwat, Shripad V. ; Reinhard, Christoph ; Wild, Robert ; Nam, Do-Hyun ; Aggarwal, Amit ; Lee, Woo Yong ; Peng, Sheng-Bin</creatorcontrib><description>Metastasis is the primary cause of cancer mortality. The primary tumors of colorectal cancer (CRC) often metastasize to the liver. In this study, we have collected 122 samples from 45 CRC patients. Among them, 32 patients have primary tumors, adjacent normal tissues, and matched liver metastases. Thirteen patients have primary tumors without distant metastasis and matched normal tissues. Characterization of these samples was conducted by whole-exome and RNA sequencing and SNP6.0 analysis. Our results revealed no significant difference in genetic alterations including common oncogenic mutations, whole genome mutations and copy number variations between primary and metastatic tumors. We then assembled gene co-expression networks and identified metastasis-correlated gene networks of immune-suppression, epithelial–mesenchymal transition (EMT) and angiogenesis as the key events and potentially synergistic drivers associated with CRC metastasis. Further independent cohort validation using published datasets has verified that these specific gene networks are up regulated throughout the tumor progression. The gene networks of EMT, angiogenesis, immune-suppression and T cell exhaustion are closely correlated with the poor patient outcome and intrinsic anti-PD-1 resistance. These results offer insights of combinational strategy for the treatment of metastatic CRC.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-020-67842-5</identifier><identifier>PMID: 32612211</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/114 ; 631/337 ; 631/67 ; Angiogenesis ; Biomarkers, Tumor - genetics ; Cancer ; Cohort Studies ; Colorectal cancer ; Colorectal carcinoma ; Colorectal Neoplasms - blood supply ; Colorectal Neoplasms - genetics ; Colorectal Neoplasms - pathology ; Copy number ; DNA Copy Number Variations ; Epithelial-Mesenchymal Transition ; Follow-Up Studies ; Gene Expression Regulation, Neoplastic ; Gene Regulatory Networks ; Genomes ; Humanities and Social Sciences ; Humans ; Liver ; Liver Neoplasms - blood supply ; Liver Neoplasms - genetics ; Liver Neoplasms - secondary ; Lymphocytes T ; Mesenchyme ; Metastases ; Metastasis ; multidisciplinary ; Mutation ; Neovascularization, Pathologic ; PD-1 protein ; Prognosis ; Ribonucleic acid ; RNA ; Science ; Science (multidisciplinary) ; Survival Rate ; Tumor Microenvironment - genetics ; Tumor Microenvironment - immunology ; Tumors</subject><ispartof>Scientific reports, 2020-07, Vol.10 (1), p.10725-10725, Article 10725</ispartof><rights>The Author(s) 2020</rights><rights>The Author(s) 2020. This work is published under http://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><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3</citedby><cites>FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2419205034/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2419205034?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32612211$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Jiangang</creatorcontrib><creatorcontrib>Cho, Yong Beom</creatorcontrib><creatorcontrib>Hong, Hye Kyung</creatorcontrib><creatorcontrib>Wu, Song</creatorcontrib><creatorcontrib>Ebert, Philip J.</creatorcontrib><creatorcontrib>Bray, Steven M.</creatorcontrib><creatorcontrib>Wong, Swee Seong</creatorcontrib><creatorcontrib>Ting, Jason C.</creatorcontrib><creatorcontrib>Calley, John N.</creatorcontrib><creatorcontrib>Whittington, Catherine F.</creatorcontrib><creatorcontrib>Bhagwat, Shripad V.</creatorcontrib><creatorcontrib>Reinhard, Christoph</creatorcontrib><creatorcontrib>Wild, Robert</creatorcontrib><creatorcontrib>Nam, Do-Hyun</creatorcontrib><creatorcontrib>Aggarwal, Amit</creatorcontrib><creatorcontrib>Lee, Woo Yong</creatorcontrib><creatorcontrib>Peng, Sheng-Bin</creatorcontrib><title>Molecular dissection of CRC primary tumors and their matched liver metastases reveals critical role of immune microenvironment, EMT and angiogenesis in cancer metastasis</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Metastasis is the primary cause of cancer mortality. The primary tumors of colorectal cancer (CRC) often metastasize to the liver. In this study, we have collected 122 samples from 45 CRC patients. Among them, 32 patients have primary tumors, adjacent normal tissues, and matched liver metastases. Thirteen patients have primary tumors without distant metastasis and matched normal tissues. Characterization of these samples was conducted by whole-exome and RNA sequencing and SNP6.0 analysis. Our results revealed no significant difference in genetic alterations including common oncogenic mutations, whole genome mutations and copy number variations between primary and metastatic tumors. We then assembled gene co-expression networks and identified metastasis-correlated gene networks of immune-suppression, epithelial–mesenchymal transition (EMT) and angiogenesis as the key events and potentially synergistic drivers associated with CRC metastasis. Further independent cohort validation using published datasets has verified that these specific gene networks are up regulated throughout the tumor progression. The gene networks of EMT, angiogenesis, immune-suppression and T cell exhaustion are closely correlated with the poor patient outcome and intrinsic anti-PD-1 resistance. These results offer insights of combinational strategy for the treatment of metastatic CRC.</description><subject>631/114</subject><subject>631/337</subject><subject>631/67</subject><subject>Angiogenesis</subject><subject>Biomarkers, Tumor - genetics</subject><subject>Cancer</subject><subject>Cohort Studies</subject><subject>Colorectal cancer</subject><subject>Colorectal carcinoma</subject><subject>Colorectal Neoplasms - blood supply</subject><subject>Colorectal Neoplasms - genetics</subject><subject>Colorectal Neoplasms - pathology</subject><subject>Copy number</subject><subject>DNA Copy Number Variations</subject><subject>Epithelial-Mesenchymal Transition</subject><subject>Follow-Up Studies</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Gene Regulatory Networks</subject><subject>Genomes</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Liver</subject><subject>Liver Neoplasms - blood supply</subject><subject>Liver Neoplasms - genetics</subject><subject>Liver Neoplasms - secondary</subject><subject>Lymphocytes T</subject><subject>Mesenchyme</subject><subject>Metastases</subject><subject>Metastasis</subject><subject>multidisciplinary</subject><subject>Mutation</subject><subject>Neovascularization, Pathologic</subject><subject>PD-1 protein</subject><subject>Prognosis</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Survival Rate</subject><subject>Tumor Microenvironment - genetics</subject><subject>Tumor Microenvironment - immunology</subject><subject>Tumors</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNp9kltrFDEUxwdRbKn9Aj5IwBcfHHtym8uLIEu9QEuh1OeQSc7upkySmsws-JH8lmYv1rUPhkBu__PLuVXVawofKPDuIgsq-64GBnXTdoLV8ll1ykDImnHGnh_tT6rznO-hDMl6QfuX1QlnDWWM0tPq13Uc0cyjTsS6nNFMLgYSl2RxuyAPyXmdfpJp9jFlooMl0xpdIl5PZo2WjG6D5YSTzmViJgk3qMdMTHKTM3okqeC3OOf9HJB4Z1LEsHEpBo9hek8ur-92YB1WLq4wYHaZuECMDuaI7fKr6sWyoPH8sJ5V3z9f3i2-1lc3X74tPl3VRrRiqoUYWjrAYChl3bLVQrda9sBsI2y5gKEFY8BSaJrOUmpky6k20PVWSMu45mfVxz33YR48WlO8THpUh1yoqJ369yW4tVrFjWo5BxBQAO8OgBR_zJgn5V02OI46YJyzYqUGLaW8E0X69on0Ps4plPB2KgYS-FbF9qqSu5wTLh-doaC2zaD2zaBKM6hdMyhZjN4ch_Fo8qf0RcD3glyewgrT37__g_0NpA_DMQ</recordid><startdate>20200701</startdate><enddate>20200701</enddate><creator>Liu, Jiangang</creator><creator>Cho, Yong Beom</creator><creator>Hong, Hye Kyung</creator><creator>Wu, Song</creator><creator>Ebert, Philip J.</creator><creator>Bray, Steven M.</creator><creator>Wong, Swee Seong</creator><creator>Ting, Jason C.</creator><creator>Calley, John N.</creator><creator>Whittington, Catherine F.</creator><creator>Bhagwat, Shripad V.</creator><creator>Reinhard, Christoph</creator><creator>Wild, Robert</creator><creator>Nam, Do-Hyun</creator><creator>Aggarwal, Amit</creator><creator>Lee, Woo Yong</creator><creator>Peng, Sheng-Bin</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20200701</creationdate><title>Molecular dissection of CRC primary tumors and their matched liver metastases reveals critical role of immune microenvironment, EMT and angiogenesis in cancer metastasis</title><author>Liu, Jiangang ; Cho, Yong Beom ; Hong, Hye Kyung ; Wu, Song ; Ebert, Philip J. ; Bray, Steven M. ; Wong, Swee Seong ; Ting, Jason C. ; Calley, John N. ; Whittington, Catherine F. ; Bhagwat, Shripad V. ; Reinhard, Christoph ; Wild, Robert ; Nam, Do-Hyun ; Aggarwal, Amit ; Lee, Woo Yong ; Peng, Sheng-Bin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>631/114</topic><topic>631/337</topic><topic>631/67</topic><topic>Angiogenesis</topic><topic>Biomarkers, Tumor - genetics</topic><topic>Cancer</topic><topic>Cohort Studies</topic><topic>Colorectal cancer</topic><topic>Colorectal carcinoma</topic><topic>Colorectal Neoplasms - blood supply</topic><topic>Colorectal Neoplasms - genetics</topic><topic>Colorectal Neoplasms - pathology</topic><topic>Copy number</topic><topic>DNA Copy Number Variations</topic><topic>Epithelial-Mesenchymal Transition</topic><topic>Follow-Up Studies</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Gene Regulatory Networks</topic><topic>Genomes</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Liver</topic><topic>Liver Neoplasms - blood supply</topic><topic>Liver Neoplasms - genetics</topic><topic>Liver Neoplasms - secondary</topic><topic>Lymphocytes T</topic><topic>Mesenchyme</topic><topic>Metastases</topic><topic>Metastasis</topic><topic>multidisciplinary</topic><topic>Mutation</topic><topic>Neovascularization, Pathologic</topic><topic>PD-1 protein</topic><topic>Prognosis</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Survival Rate</topic><topic>Tumor Microenvironment - genetics</topic><topic>Tumor Microenvironment - immunology</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Jiangang</creatorcontrib><creatorcontrib>Cho, Yong Beom</creatorcontrib><creatorcontrib>Hong, Hye Kyung</creatorcontrib><creatorcontrib>Wu, Song</creatorcontrib><creatorcontrib>Ebert, Philip J.</creatorcontrib><creatorcontrib>Bray, Steven M.</creatorcontrib><creatorcontrib>Wong, Swee Seong</creatorcontrib><creatorcontrib>Ting, Jason C.</creatorcontrib><creatorcontrib>Calley, John N.</creatorcontrib><creatorcontrib>Whittington, Catherine F.</creatorcontrib><creatorcontrib>Bhagwat, Shripad V.</creatorcontrib><creatorcontrib>Reinhard, Christoph</creatorcontrib><creatorcontrib>Wild, Robert</creatorcontrib><creatorcontrib>Nam, Do-Hyun</creatorcontrib><creatorcontrib>Aggarwal, Amit</creatorcontrib><creatorcontrib>Lee, Woo Yong</creatorcontrib><creatorcontrib>Peng, Sheng-Bin</creatorcontrib><collection>Springer Nature OA Free Journals</collection><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>Health &amp; Medical Collection (Proquest)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</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>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Natural Science Collection</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 Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Science Database (ProQuest)</collection><collection>Biological Science Database</collection><collection>ProQuest 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 Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Jiangang</au><au>Cho, Yong Beom</au><au>Hong, Hye Kyung</au><au>Wu, Song</au><au>Ebert, Philip J.</au><au>Bray, Steven M.</au><au>Wong, Swee Seong</au><au>Ting, Jason C.</au><au>Calley, John N.</au><au>Whittington, Catherine F.</au><au>Bhagwat, Shripad V.</au><au>Reinhard, Christoph</au><au>Wild, Robert</au><au>Nam, Do-Hyun</au><au>Aggarwal, Amit</au><au>Lee, Woo Yong</au><au>Peng, Sheng-Bin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Molecular dissection of CRC primary tumors and their matched liver metastases reveals critical role of immune microenvironment, EMT and angiogenesis in cancer metastasis</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2020-07-01</date><risdate>2020</risdate><volume>10</volume><issue>1</issue><spage>10725</spage><epage>10725</epage><pages>10725-10725</pages><artnum>10725</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Metastasis is the primary cause of cancer mortality. The primary tumors of colorectal cancer (CRC) often metastasize to the liver. In this study, we have collected 122 samples from 45 CRC patients. Among them, 32 patients have primary tumors, adjacent normal tissues, and matched liver metastases. Thirteen patients have primary tumors without distant metastasis and matched normal tissues. Characterization of these samples was conducted by whole-exome and RNA sequencing and SNP6.0 analysis. Our results revealed no significant difference in genetic alterations including common oncogenic mutations, whole genome mutations and copy number variations between primary and metastatic tumors. We then assembled gene co-expression networks and identified metastasis-correlated gene networks of immune-suppression, epithelial–mesenchymal transition (EMT) and angiogenesis as the key events and potentially synergistic drivers associated with CRC metastasis. Further independent cohort validation using published datasets has verified that these specific gene networks are up regulated throughout the tumor progression. The gene networks of EMT, angiogenesis, immune-suppression and T cell exhaustion are closely correlated with the poor patient outcome and intrinsic anti-PD-1 resistance. These results offer insights of combinational strategy for the treatment of metastatic CRC.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>32612211</pmid><doi>10.1038/s41598-020-67842-5</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2045-2322
ispartof Scientific reports, 2020-07, Vol.10 (1), p.10725-10725, Article 10725
issn 2045-2322
2045-2322
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7330040
source PubMed Central; Free Full-Text Journals in Chemistry; Springer Nature - nature.com Journals - Fully Open Access; ProQuest Publicly Available Content database
subjects 631/114
631/337
631/67
Angiogenesis
Biomarkers, Tumor - genetics
Cancer
Cohort Studies
Colorectal cancer
Colorectal carcinoma
Colorectal Neoplasms - blood supply
Colorectal Neoplasms - genetics
Colorectal Neoplasms - pathology
Copy number
DNA Copy Number Variations
Epithelial-Mesenchymal Transition
Follow-Up Studies
Gene Expression Regulation, Neoplastic
Gene Regulatory Networks
Genomes
Humanities and Social Sciences
Humans
Liver
Liver Neoplasms - blood supply
Liver Neoplasms - genetics
Liver Neoplasms - secondary
Lymphocytes T
Mesenchyme
Metastases
Metastasis
multidisciplinary
Mutation
Neovascularization, Pathologic
PD-1 protein
Prognosis
Ribonucleic acid
RNA
Science
Science (multidisciplinary)
Survival Rate
Tumor Microenvironment - genetics
Tumor Microenvironment - immunology
Tumors
title Molecular dissection of CRC primary tumors and their matched liver metastases reveals critical role of immune microenvironment, EMT and angiogenesis in cancer metastasis
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T16%3A12%3A55IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Molecular%20dissection%20of%20CRC%20primary%20tumors%20and%20their%20matched%20liver%20metastases%20reveals%20critical%20role%20of%20immune%20microenvironment,%20EMT%20and%20angiogenesis%20in%20cancer%20metastasis&rft.jtitle=Scientific%20reports&rft.au=Liu,%20Jiangang&rft.date=2020-07-01&rft.volume=10&rft.issue=1&rft.spage=10725&rft.epage=10725&rft.pages=10725-10725&rft.artnum=10725&rft.issn=2045-2322&rft.eissn=2045-2322&rft_id=info:doi/10.1038/s41598-020-67842-5&rft_dat=%3Cproquest_pubme%3E2419711384%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c474t-44b71b0bc1128f7a4a7a5902d64d28f0b70cc0d10668d11c5731ac089d45d23a3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2419205034&rft_id=info:pmid/32612211&rfr_iscdi=true