Pancreatic cancer is marked by complement-high blood monocytes and tumor-associated macrophages
Pancreatic ductal adenocarcinoma (PDA) is accompanied by reprogramming of the local microenvironment, but changes at distal sites are poorly understood. We implanted biomaterial scaffolds, which act as an artificial premetastatic niche, into immunocompetent tumor-bearing and control mice, and identi...
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creator | Kemp, Samantha B Steele, Nina G Carpenter, Eileen S Donahue, Katelyn L Bushnell, Grace G Morris, Aaron H The, Stephanie Orbach, Sophia M Sirihorachai, Veerin R Nwosu, Zeribe C Espinoza, Carlos Lima, Fatima Brown, Kristee Girgis, Alexander A Gunchick, Valerie Zhang, Yaqing Lyssiotis, Costas A Frankel, Timothy L Bednar, Filip Rao, Arvind Sahai, Vaibhav Shea, Lonnie D Crawford, Howard C Pasca di Magliano, Marina |
description | Pancreatic ductal adenocarcinoma (PDA) is accompanied by reprogramming of the local microenvironment, but changes at distal sites are poorly understood. We implanted biomaterial scaffolds, which act as an artificial premetastatic niche, into immunocompetent tumor-bearing and control mice, and identified a unique tumor-specific gene expression signature that includes high expression of
,
,
, and
Single-cell RNA sequencing mapped these genes to two distinct macrophage populations in the scaffolds, one marked by elevated
,
, and
, the other with high
,
and
In mice, expression of these genes in the corresponding populations was elevated in tumor-associated macrophages compared with macrophages in the normal pancreas. We then analyzed single-cell RNA sequencing from patient samples, and determined expression of
,
, and
is elevated in human macrophages in primary tumors and liver metastases. Single-cell sequencing analysis of patient blood revealed a substantial enrichment of the same gene signature in monocytes. Taken together, our study identifies two distinct tumor-associated macrophage and monocyte populations that reflects systemic immune changes in pancreatic ductal adenocarcinoma patients. |
doi_str_mv | 10.26508/lsa.202000935 |
format | Article |
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,
,
, and
Single-cell RNA sequencing mapped these genes to two distinct macrophage populations in the scaffolds, one marked by elevated
,
, and
, the other with high
,
and
In mice, expression of these genes in the corresponding populations was elevated in tumor-associated macrophages compared with macrophages in the normal pancreas. We then analyzed single-cell RNA sequencing from patient samples, and determined expression of
,
, and
is elevated in human macrophages in primary tumors and liver metastases. Single-cell sequencing analysis of patient blood revealed a substantial enrichment of the same gene signature in monocytes. Taken together, our study identifies two distinct tumor-associated macrophage and monocyte populations that reflects systemic immune changes in pancreatic ductal adenocarcinoma patients.</description><identifier>ISSN: 2575-1077</identifier><identifier>EISSN: 2575-1077</identifier><identifier>DOI: 10.26508/lsa.202000935</identifier><identifier>PMID: 33782087</identifier><language>eng</language><publisher>United States: Life Science Alliance LLC</publisher><subject>Adult ; Animals ; Carcinoma, Pancreatic Ductal - genetics ; Carcinoma, Pancreatic Ductal - metabolism ; Carcinoma, Pancreatic Ductal - pathology ; Carrier Proteins ; Complement C1q ; Female ; Gene Expression - genetics ; Gene Expression Regulation, Neoplastic - genetics ; Humans ; Macrophages - metabolism ; Male ; Membrane Glycoproteins - metabolism ; Mice ; Mice, Inbred C57BL ; Mitochondrial Proteins ; Monocytes - metabolism ; Pancreatic Neoplasms - blood ; Pancreatic Neoplasms - genetics ; Pancreatic Neoplasms - metabolism ; Pancreatic Neoplasms - pathology ; Receptors, Complement ; Receptors, Immunologic - metabolism ; Sequence Analysis, RNA ; Single-Cell Analysis ; Transcriptome - genetics ; Tumor Microenvironment - genetics ; Tumor-Associated Macrophages - metabolism ; Tumor-Associated Macrophages - physiology</subject><ispartof>Life science alliance, 2021-06, Vol.4 (6), p.e202000935</ispartof><rights>2021 Kemp et al.</rights><rights>2021 Kemp et al. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c501t-40e94dce2a0bde258a10b23799217f5fe5d70ef1ff69b5eba93bcc3f9df2ca613</citedby><cites>FETCH-LOGICAL-c501t-40e94dce2a0bde258a10b23799217f5fe5d70ef1ff69b5eba93bcc3f9df2ca613</cites><orcidid>0000-0001-9632-9035 ; 0000-0002-4706-5480 ; 0000-0001-9309-6141 ; 0000-0001-9360-3019 ; 0000-0001-5193-9817 ; 0000-0003-1892-1548</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8091600/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8091600/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33782087$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kemp, Samantha B</creatorcontrib><creatorcontrib>Steele, Nina G</creatorcontrib><creatorcontrib>Carpenter, Eileen S</creatorcontrib><creatorcontrib>Donahue, Katelyn L</creatorcontrib><creatorcontrib>Bushnell, Grace G</creatorcontrib><creatorcontrib>Morris, Aaron H</creatorcontrib><creatorcontrib>The, Stephanie</creatorcontrib><creatorcontrib>Orbach, Sophia M</creatorcontrib><creatorcontrib>Sirihorachai, Veerin R</creatorcontrib><creatorcontrib>Nwosu, Zeribe C</creatorcontrib><creatorcontrib>Espinoza, Carlos</creatorcontrib><creatorcontrib>Lima, Fatima</creatorcontrib><creatorcontrib>Brown, Kristee</creatorcontrib><creatorcontrib>Girgis, Alexander A</creatorcontrib><creatorcontrib>Gunchick, Valerie</creatorcontrib><creatorcontrib>Zhang, Yaqing</creatorcontrib><creatorcontrib>Lyssiotis, Costas A</creatorcontrib><creatorcontrib>Frankel, Timothy L</creatorcontrib><creatorcontrib>Bednar, Filip</creatorcontrib><creatorcontrib>Rao, Arvind</creatorcontrib><creatorcontrib>Sahai, Vaibhav</creatorcontrib><creatorcontrib>Shea, Lonnie D</creatorcontrib><creatorcontrib>Crawford, Howard C</creatorcontrib><creatorcontrib>Pasca di Magliano, Marina</creatorcontrib><title>Pancreatic cancer is marked by complement-high blood monocytes and tumor-associated macrophages</title><title>Life science alliance</title><addtitle>Life Sci Alliance</addtitle><description>Pancreatic ductal adenocarcinoma (PDA) is accompanied by reprogramming of the local microenvironment, but changes at distal sites are poorly understood. We implanted biomaterial scaffolds, which act as an artificial premetastatic niche, into immunocompetent tumor-bearing and control mice, and identified a unique tumor-specific gene expression signature that includes high expression of
,
,
, and
Single-cell RNA sequencing mapped these genes to two distinct macrophage populations in the scaffolds, one marked by elevated
,
, and
, the other with high
,
and
In mice, expression of these genes in the corresponding populations was elevated in tumor-associated macrophages compared with macrophages in the normal pancreas. We then analyzed single-cell RNA sequencing from patient samples, and determined expression of
,
, and
is elevated in human macrophages in primary tumors and liver metastases. Single-cell sequencing analysis of patient blood revealed a substantial enrichment of the same gene signature in monocytes. Taken together, our study identifies two distinct tumor-associated macrophage and monocyte populations that reflects systemic immune changes in pancreatic ductal adenocarcinoma patients.</description><subject>Adult</subject><subject>Animals</subject><subject>Carcinoma, Pancreatic Ductal - genetics</subject><subject>Carcinoma, Pancreatic Ductal - metabolism</subject><subject>Carcinoma, Pancreatic Ductal - pathology</subject><subject>Carrier Proteins</subject><subject>Complement C1q</subject><subject>Female</subject><subject>Gene Expression - genetics</subject><subject>Gene Expression Regulation, Neoplastic - genetics</subject><subject>Humans</subject><subject>Macrophages - metabolism</subject><subject>Male</subject><subject>Membrane Glycoproteins - metabolism</subject><subject>Mice</subject><subject>Mice, Inbred C57BL</subject><subject>Mitochondrial Proteins</subject><subject>Monocytes - metabolism</subject><subject>Pancreatic Neoplasms - blood</subject><subject>Pancreatic Neoplasms - genetics</subject><subject>Pancreatic Neoplasms - metabolism</subject><subject>Pancreatic Neoplasms - pathology</subject><subject>Receptors, Complement</subject><subject>Receptors, Immunologic - metabolism</subject><subject>Sequence Analysis, RNA</subject><subject>Single-Cell Analysis</subject><subject>Transcriptome - genetics</subject><subject>Tumor Microenvironment - genetics</subject><subject>Tumor-Associated Macrophages - metabolism</subject><subject>Tumor-Associated Macrophages - physiology</subject><issn>2575-1077</issn><issn>2575-1077</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkc1v2zAMxYWhw1pkue446NiLU0q2LOsyYAj6MSDAdujOAi1TiTfbyiSnQP77Ck0XtCc-gD8-kniMfRGwkrWC5mZIuJIgAcCU6gO7kkqrQoDWF2_0JVum9CczmZOVqj6xy7LUjYRGXzH7CycXCefecZclRd4nPmL8Sx1vj9yFcT_QSNNc7PrtjrdDCB0fwxTccabEcer4fBhDLDCl4Hqc89yILob9DreUPrOPHodEy9e6YL_vbh_XD8Xm5_2P9fdN4RSIuaiATNU5kghtR1I1KKCVpTZGCu2VJ9VpIC-8r02rqEVTts6V3nReOqxFuWDfTr77QztSdprmiIPdxz7_crQBe_u-M_U7uw1PtgEjaoBscP1qEMO_A6XZjn1yNAw4UTgkKxVoUdWNMRldndD8ZUqR_HmNAPsSjM3B2HMweeDr2-PO-P8YymflYoyd</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Kemp, Samantha B</creator><creator>Steele, Nina G</creator><creator>Carpenter, Eileen S</creator><creator>Donahue, Katelyn L</creator><creator>Bushnell, Grace G</creator><creator>Morris, Aaron H</creator><creator>The, Stephanie</creator><creator>Orbach, Sophia M</creator><creator>Sirihorachai, Veerin R</creator><creator>Nwosu, Zeribe C</creator><creator>Espinoza, Carlos</creator><creator>Lima, Fatima</creator><creator>Brown, Kristee</creator><creator>Girgis, Alexander A</creator><creator>Gunchick, Valerie</creator><creator>Zhang, Yaqing</creator><creator>Lyssiotis, Costas A</creator><creator>Frankel, Timothy L</creator><creator>Bednar, Filip</creator><creator>Rao, Arvind</creator><creator>Sahai, Vaibhav</creator><creator>Shea, Lonnie D</creator><creator>Crawford, Howard C</creator><creator>Pasca di Magliano, Marina</creator><general>Life Science Alliance LLC</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>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-9632-9035</orcidid><orcidid>https://orcid.org/0000-0002-4706-5480</orcidid><orcidid>https://orcid.org/0000-0001-9309-6141</orcidid><orcidid>https://orcid.org/0000-0001-9360-3019</orcidid><orcidid>https://orcid.org/0000-0001-5193-9817</orcidid><orcidid>https://orcid.org/0000-0003-1892-1548</orcidid></search><sort><creationdate>20210601</creationdate><title>Pancreatic cancer is marked by complement-high blood monocytes and tumor-associated macrophages</title><author>Kemp, Samantha B ; Steele, Nina G ; Carpenter, Eileen S ; Donahue, Katelyn L ; Bushnell, Grace G ; Morris, Aaron H ; The, Stephanie ; Orbach, Sophia M ; Sirihorachai, Veerin R ; Nwosu, Zeribe C ; Espinoza, Carlos ; Lima, Fatima ; Brown, Kristee ; Girgis, Alexander A ; Gunchick, Valerie ; Zhang, Yaqing ; Lyssiotis, Costas A ; Frankel, Timothy L ; Bednar, Filip ; Rao, Arvind ; Sahai, Vaibhav ; Shea, Lonnie D ; Crawford, Howard C ; Pasca di Magliano, Marina</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c501t-40e94dce2a0bde258a10b23799217f5fe5d70ef1ff69b5eba93bcc3f9df2ca613</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Animals</topic><topic>Carcinoma, Pancreatic Ductal - genetics</topic><topic>Carcinoma, Pancreatic Ductal - metabolism</topic><topic>Carcinoma, Pancreatic Ductal - pathology</topic><topic>Carrier Proteins</topic><topic>Complement C1q</topic><topic>Female</topic><topic>Gene Expression - genetics</topic><topic>Gene Expression Regulation, Neoplastic - genetics</topic><topic>Humans</topic><topic>Macrophages - metabolism</topic><topic>Male</topic><topic>Membrane Glycoproteins - metabolism</topic><topic>Mice</topic><topic>Mice, Inbred C57BL</topic><topic>Mitochondrial Proteins</topic><topic>Monocytes - metabolism</topic><topic>Pancreatic Neoplasms - blood</topic><topic>Pancreatic Neoplasms - genetics</topic><topic>Pancreatic Neoplasms - metabolism</topic><topic>Pancreatic Neoplasms - pathology</topic><topic>Receptors, Complement</topic><topic>Receptors, Immunologic - metabolism</topic><topic>Sequence Analysis, RNA</topic><topic>Single-Cell Analysis</topic><topic>Transcriptome - genetics</topic><topic>Tumor Microenvironment - genetics</topic><topic>Tumor-Associated Macrophages - metabolism</topic><topic>Tumor-Associated Macrophages - physiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kemp, Samantha B</creatorcontrib><creatorcontrib>Steele, Nina G</creatorcontrib><creatorcontrib>Carpenter, Eileen S</creatorcontrib><creatorcontrib>Donahue, Katelyn L</creatorcontrib><creatorcontrib>Bushnell, Grace G</creatorcontrib><creatorcontrib>Morris, Aaron H</creatorcontrib><creatorcontrib>The, Stephanie</creatorcontrib><creatorcontrib>Orbach, Sophia M</creatorcontrib><creatorcontrib>Sirihorachai, Veerin R</creatorcontrib><creatorcontrib>Nwosu, Zeribe C</creatorcontrib><creatorcontrib>Espinoza, Carlos</creatorcontrib><creatorcontrib>Lima, Fatima</creatorcontrib><creatorcontrib>Brown, Kristee</creatorcontrib><creatorcontrib>Girgis, Alexander A</creatorcontrib><creatorcontrib>Gunchick, Valerie</creatorcontrib><creatorcontrib>Zhang, Yaqing</creatorcontrib><creatorcontrib>Lyssiotis, Costas A</creatorcontrib><creatorcontrib>Frankel, Timothy L</creatorcontrib><creatorcontrib>Bednar, Filip</creatorcontrib><creatorcontrib>Rao, Arvind</creatorcontrib><creatorcontrib>Sahai, Vaibhav</creatorcontrib><creatorcontrib>Shea, Lonnie D</creatorcontrib><creatorcontrib>Crawford, Howard C</creatorcontrib><creatorcontrib>Pasca di Magliano, Marina</creatorcontrib><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>Life science alliance</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kemp, Samantha B</au><au>Steele, Nina G</au><au>Carpenter, Eileen S</au><au>Donahue, Katelyn L</au><au>Bushnell, Grace G</au><au>Morris, Aaron H</au><au>The, Stephanie</au><au>Orbach, Sophia M</au><au>Sirihorachai, Veerin R</au><au>Nwosu, Zeribe C</au><au>Espinoza, Carlos</au><au>Lima, Fatima</au><au>Brown, Kristee</au><au>Girgis, Alexander A</au><au>Gunchick, Valerie</au><au>Zhang, Yaqing</au><au>Lyssiotis, Costas A</au><au>Frankel, Timothy L</au><au>Bednar, Filip</au><au>Rao, Arvind</au><au>Sahai, Vaibhav</au><au>Shea, Lonnie D</au><au>Crawford, Howard C</au><au>Pasca di Magliano, Marina</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pancreatic cancer is marked by complement-high blood monocytes and tumor-associated macrophages</atitle><jtitle>Life science alliance</jtitle><addtitle>Life Sci Alliance</addtitle><date>2021-06-01</date><risdate>2021</risdate><volume>4</volume><issue>6</issue><spage>e202000935</spage><pages>e202000935-</pages><issn>2575-1077</issn><eissn>2575-1077</eissn><abstract>Pancreatic ductal adenocarcinoma (PDA) is accompanied by reprogramming of the local microenvironment, but changes at distal sites are poorly understood. We implanted biomaterial scaffolds, which act as an artificial premetastatic niche, into immunocompetent tumor-bearing and control mice, and identified a unique tumor-specific gene expression signature that includes high expression of
,
,
, and
Single-cell RNA sequencing mapped these genes to two distinct macrophage populations in the scaffolds, one marked by elevated
,
, and
, the other with high
,
and
In mice, expression of these genes in the corresponding populations was elevated in tumor-associated macrophages compared with macrophages in the normal pancreas. We then analyzed single-cell RNA sequencing from patient samples, and determined expression of
,
, and
is elevated in human macrophages in primary tumors and liver metastases. Single-cell sequencing analysis of patient blood revealed a substantial enrichment of the same gene signature in monocytes. Taken together, our study identifies two distinct tumor-associated macrophage and monocyte populations that reflects systemic immune changes in pancreatic ductal adenocarcinoma patients.</abstract><cop>United States</cop><pub>Life Science Alliance LLC</pub><pmid>33782087</pmid><doi>10.26508/lsa.202000935</doi><orcidid>https://orcid.org/0000-0001-9632-9035</orcidid><orcidid>https://orcid.org/0000-0002-4706-5480</orcidid><orcidid>https://orcid.org/0000-0001-9309-6141</orcidid><orcidid>https://orcid.org/0000-0001-9360-3019</orcidid><orcidid>https://orcid.org/0000-0001-5193-9817</orcidid><orcidid>https://orcid.org/0000-0003-1892-1548</orcidid><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; PubMed Central Open Access |
subjects | Adult Animals Carcinoma, Pancreatic Ductal - genetics Carcinoma, Pancreatic Ductal - metabolism Carcinoma, Pancreatic Ductal - pathology Carrier Proteins Complement C1q Female Gene Expression - genetics Gene Expression Regulation, Neoplastic - genetics Humans Macrophages - metabolism Male Membrane Glycoproteins - metabolism Mice Mice, Inbred C57BL Mitochondrial Proteins Monocytes - metabolism Pancreatic Neoplasms - blood Pancreatic Neoplasms - genetics Pancreatic Neoplasms - metabolism Pancreatic Neoplasms - pathology Receptors, Complement Receptors, Immunologic - metabolism Sequence Analysis, RNA Single-Cell Analysis Transcriptome - genetics Tumor Microenvironment - genetics Tumor-Associated Macrophages - metabolism Tumor-Associated Macrophages - physiology |
title | Pancreatic cancer is marked by complement-high blood monocytes and tumor-associated macrophages |
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