The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration
Background Tumor-associated macrophages (TAMs) are associated with unfavorable patient prognosis in many cancer types. However, TAMs are a heterogeneous cell population and subsets have been shown to activate tumor-infiltrating T cells and confer a good patient prognosis. Data on the prognostic valu...
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creator | Majid, Umair Bergsland, Christian Holst Sveen, Anita Bruun, Jarle Eilertsen, Ina Andrassy Bækkevold, Espen S. Nesbakken, Arild Yaqub, Sheraz Jahnsen, Frode L. Lothe, Ragnhild A. |
description | Background
Tumor-associated macrophages (TAMs) are associated with unfavorable patient prognosis in many cancer types. However, TAMs are a heterogeneous cell population and subsets have been shown to activate tumor-infiltrating T cells and confer a good patient prognosis. Data on the prognostic value of TAMs in colorectal cancer are conflicting. We investigated the prognostic effect of TAMs in relation to tumor-infiltrating T cells in colorectal cancers.
Methods
The TAM markers CD68 and CD163 were analyzed by multiplex fluorescence immunohistochemistry and digital image analysis on tissue microarrays of 1720 primary colorectal cancers. TAM density in the tumor stroma was scored in relation to T cell density (stromal CD3
+
and epithelial CD8
+
cells) and analyzed in Cox proportional hazards models of 5-year relapse-free survival. Multivariable survival models included clinicopathological factors, MSI status and
BRAF
V600E
mutation status.
Results
High TAM density was associated with a favorable 5-year relapse-free survival in a multivariable model of patients with stage I–III tumors (
p
= 0.004, hazard ratio 0.94, 95% confidence interval 0.90–0.98). However, the prognostic effect was dependent on tumoral T-cell density. High TAM density was associated with a good prognosis in patients who also had high T-cell levels in their tumors, while high TAM density was associated with poorer prognosis in patients with low T-cell levels (
p
interaction
= 0.0006). This prognostic heterogeneity was found for microsatellite stable tumors separately.
Conclusions
This study supported a phenotypic heterogeneity of TAMs in colorectal cancer, and showed that combined tumor immunophenotyping of multiple immune cell types improved the prediction of patient prognosis. |
doi_str_mv | 10.1007/s13402-024-00926-w |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11322253</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3092848002</sourcerecordid><originalsourceid>FETCH-LOGICAL-c500t-252ec4ee9a463603d73da596bdedd1e8f8a7aa2c6a987c80d21c7c7feaeb41f43</originalsourceid><addsrcrecordid>eNp9UUtv1DAQjhCIVqV_gAOyxIVLyvgRxzkhVAGNVInLcra89mTXVWIHO6Hqv8fLtsvjgC8eab7HzHxV9ZrCFQVo32fKBbAamKgBOibr-2fVOWOU1lxw-fxUM3VWXeZ8B-UJSWUjX1ZnXAloW4Dzat3skcwp7kLMi7cEhwHtQuJAlnWKqTY5R-vNgo5MxqY4780OM_GB5KVUpK_7vic2jjEVnhmJNcFiIg5nDC6TGMiGWBzHQhn8uCSz-BheVS8GM2a8fPwvqm-fP22ub-rbr1_664-3tW0Alpo1DK1A7IyQXAJ3LXem6eTWoXMU1aBMawyz0nSqtQoco7a17YAGt4IOgl9UH46687qd0FkMZYBRz8lPJj3oaLz-uxP8Xu_iD00pZ4w1vCiQo4JNvhwo6BCT0RRUww6glqoCefdokuL3FfOiJ58PK5uAcc2adZwBlUBZgb79B3oX1xTKCTQvISqhAA4o9uQZc044nAamoA_h62P4uoSvf4Wv7wvpzZ-rnihPURcAPwJyaYUdpt_e_5H9Cfm0uyY</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3092848002</pqid></control><display><type>article</type><title>The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration</title><source>NORA - Norwegian Open Research Archives</source><source>Springer Nature - Complete Springer Journals</source><creator>Majid, Umair ; Bergsland, Christian Holst ; Sveen, Anita ; Bruun, Jarle ; Eilertsen, Ina Andrassy ; Bækkevold, Espen S. ; Nesbakken, Arild ; Yaqub, Sheraz ; Jahnsen, Frode L. ; Lothe, Ragnhild A.</creator><creatorcontrib>Majid, Umair ; Bergsland, Christian Holst ; Sveen, Anita ; Bruun, Jarle ; Eilertsen, Ina Andrassy ; Bækkevold, Espen S. ; Nesbakken, Arild ; Yaqub, Sheraz ; Jahnsen, Frode L. ; Lothe, Ragnhild A.</creatorcontrib><description>Background
Tumor-associated macrophages (TAMs) are associated with unfavorable patient prognosis in many cancer types. However, TAMs are a heterogeneous cell population and subsets have been shown to activate tumor-infiltrating T cells and confer a good patient prognosis. Data on the prognostic value of TAMs in colorectal cancer are conflicting. We investigated the prognostic effect of TAMs in relation to tumor-infiltrating T cells in colorectal cancers.
Methods
The TAM markers CD68 and CD163 were analyzed by multiplex fluorescence immunohistochemistry and digital image analysis on tissue microarrays of 1720 primary colorectal cancers. TAM density in the tumor stroma was scored in relation to T cell density (stromal CD3
+
and epithelial CD8
+
cells) and analyzed in Cox proportional hazards models of 5-year relapse-free survival. Multivariable survival models included clinicopathological factors, MSI status and
BRAF
V600E
mutation status.
Results
High TAM density was associated with a favorable 5-year relapse-free survival in a multivariable model of patients with stage I–III tumors (
p
= 0.004, hazard ratio 0.94, 95% confidence interval 0.90–0.98). However, the prognostic effect was dependent on tumoral T-cell density. High TAM density was associated with a good prognosis in patients who also had high T-cell levels in their tumors, while high TAM density was associated with poorer prognosis in patients with low T-cell levels (
p
interaction
= 0.0006). This prognostic heterogeneity was found for microsatellite stable tumors separately.
Conclusions
This study supported a phenotypic heterogeneity of TAMs in colorectal cancer, and showed that combined tumor immunophenotyping of multiple immune cell types improved the prediction of patient prognosis.</description><identifier>ISSN: 2211-3428</identifier><identifier>ISSN: 2211-3436</identifier><identifier>EISSN: 2211-3436</identifier><identifier>DOI: 10.1007/s13402-024-00926-w</identifier><identifier>PMID: 38407700</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Biomedical and Life Sciences ; Biomedicine ; Cancer ; Cancer Research ; CD163 antigen ; CD3 antigen ; CD8 antigen ; Cell culture ; Cell density ; Colorectal cancer ; Colorectal carcinoma ; Image processing ; Immunohistochemistry ; Lymphocytes T ; Macrophages ; Medical prognosis ; Metastases ; Oncology ; Pathology ; Patients ; Prognosis ; Stroma ; Tumors</subject><ispartof>Cellular oncology (Dordrecht), 2024, Vol.47 (4), p.1267-1276</ispartof><rights>The Author(s) 2024</rights><rights>2024. The Author(s).</rights><rights>The Author(s) 2024. 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><rights>info:eu-repo/semantics/openAccess</rights><rights>The Author(s) 2024 2024</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c500t-252ec4ee9a463603d73da596bdedd1e8f8a7aa2c6a987c80d21c7c7feaeb41f43</citedby><cites>FETCH-LOGICAL-c500t-252ec4ee9a463603d73da596bdedd1e8f8a7aa2c6a987c80d21c7c7feaeb41f43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s13402-024-00926-w$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s13402-024-00926-w$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,26544,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38407700$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Majid, Umair</creatorcontrib><creatorcontrib>Bergsland, Christian Holst</creatorcontrib><creatorcontrib>Sveen, Anita</creatorcontrib><creatorcontrib>Bruun, Jarle</creatorcontrib><creatorcontrib>Eilertsen, Ina Andrassy</creatorcontrib><creatorcontrib>Bækkevold, Espen S.</creatorcontrib><creatorcontrib>Nesbakken, Arild</creatorcontrib><creatorcontrib>Yaqub, Sheraz</creatorcontrib><creatorcontrib>Jahnsen, Frode L.</creatorcontrib><creatorcontrib>Lothe, Ragnhild A.</creatorcontrib><title>The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration</title><title>Cellular oncology (Dordrecht)</title><addtitle>Cell Oncol</addtitle><addtitle>Cell Oncol (Dordr)</addtitle><description>Background
Tumor-associated macrophages (TAMs) are associated with unfavorable patient prognosis in many cancer types. However, TAMs are a heterogeneous cell population and subsets have been shown to activate tumor-infiltrating T cells and confer a good patient prognosis. Data on the prognostic value of TAMs in colorectal cancer are conflicting. We investigated the prognostic effect of TAMs in relation to tumor-infiltrating T cells in colorectal cancers.
Methods
The TAM markers CD68 and CD163 were analyzed by multiplex fluorescence immunohistochemistry and digital image analysis on tissue microarrays of 1720 primary colorectal cancers. TAM density in the tumor stroma was scored in relation to T cell density (stromal CD3
+
and epithelial CD8
+
cells) and analyzed in Cox proportional hazards models of 5-year relapse-free survival. Multivariable survival models included clinicopathological factors, MSI status and
BRAF
V600E
mutation status.
Results
High TAM density was associated with a favorable 5-year relapse-free survival in a multivariable model of patients with stage I–III tumors (
p
= 0.004, hazard ratio 0.94, 95% confidence interval 0.90–0.98). However, the prognostic effect was dependent on tumoral T-cell density. High TAM density was associated with a good prognosis in patients who also had high T-cell levels in their tumors, while high TAM density was associated with poorer prognosis in patients with low T-cell levels (
p
interaction
= 0.0006). This prognostic heterogeneity was found for microsatellite stable tumors separately.
Conclusions
This study supported a phenotypic heterogeneity of TAMs in colorectal cancer, and showed that combined tumor immunophenotyping of multiple immune cell types improved the prediction of patient prognosis.</description><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cancer</subject><subject>Cancer Research</subject><subject>CD163 antigen</subject><subject>CD3 antigen</subject><subject>CD8 antigen</subject><subject>Cell culture</subject><subject>Cell density</subject><subject>Colorectal cancer</subject><subject>Colorectal carcinoma</subject><subject>Image processing</subject><subject>Immunohistochemistry</subject><subject>Lymphocytes T</subject><subject>Macrophages</subject><subject>Medical prognosis</subject><subject>Metastases</subject><subject>Oncology</subject><subject>Pathology</subject><subject>Patients</subject><subject>Prognosis</subject><subject>Stroma</subject><subject>Tumors</subject><issn>2211-3428</issn><issn>2211-3436</issn><issn>2211-3436</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>3HK</sourceid><recordid>eNp9UUtv1DAQjhCIVqV_gAOyxIVLyvgRxzkhVAGNVInLcra89mTXVWIHO6Hqv8fLtsvjgC8eab7HzHxV9ZrCFQVo32fKBbAamKgBOibr-2fVOWOU1lxw-fxUM3VWXeZ8B-UJSWUjX1ZnXAloW4Dzat3skcwp7kLMi7cEhwHtQuJAlnWKqTY5R-vNgo5MxqY4780OM_GB5KVUpK_7vic2jjEVnhmJNcFiIg5nDC6TGMiGWBzHQhn8uCSz-BheVS8GM2a8fPwvqm-fP22ub-rbr1_664-3tW0Alpo1DK1A7IyQXAJ3LXem6eTWoXMU1aBMawyz0nSqtQoco7a17YAGt4IOgl9UH46687qd0FkMZYBRz8lPJj3oaLz-uxP8Xu_iD00pZ4w1vCiQo4JNvhwo6BCT0RRUww6glqoCefdokuL3FfOiJ58PK5uAcc2adZwBlUBZgb79B3oX1xTKCTQvISqhAA4o9uQZc044nAamoA_h62P4uoSvf4Wv7wvpzZ-rnihPURcAPwJyaYUdpt_e_5H9Cfm0uyY</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Majid, Umair</creator><creator>Bergsland, Christian Holst</creator><creator>Sveen, Anita</creator><creator>Bruun, Jarle</creator><creator>Eilertsen, Ina Andrassy</creator><creator>Bækkevold, Espen S.</creator><creator>Nesbakken, Arild</creator><creator>Yaqub, Sheraz</creator><creator>Jahnsen, Frode L.</creator><creator>Lothe, Ragnhild A.</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>3HK</scope><scope>5PM</scope></search><sort><creationdate>2024</creationdate><title>The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration</title><author>Majid, Umair ; Bergsland, Christian Holst ; Sveen, Anita ; Bruun, Jarle ; Eilertsen, Ina Andrassy ; Bækkevold, Espen S. ; Nesbakken, Arild ; Yaqub, Sheraz ; Jahnsen, Frode L. ; Lothe, Ragnhild A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c500t-252ec4ee9a463603d73da596bdedd1e8f8a7aa2c6a987c80d21c7c7feaeb41f43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cancer</topic><topic>Cancer Research</topic><topic>CD163 antigen</topic><topic>CD3 antigen</topic><topic>CD8 antigen</topic><topic>Cell culture</topic><topic>Cell density</topic><topic>Colorectal cancer</topic><topic>Colorectal carcinoma</topic><topic>Image processing</topic><topic>Immunohistochemistry</topic><topic>Lymphocytes T</topic><topic>Macrophages</topic><topic>Medical prognosis</topic><topic>Metastases</topic><topic>Oncology</topic><topic>Pathology</topic><topic>Patients</topic><topic>Prognosis</topic><topic>Stroma</topic><topic>Tumors</topic><toplevel>online_resources</toplevel><creatorcontrib>Majid, Umair</creatorcontrib><creatorcontrib>Bergsland, Christian Holst</creatorcontrib><creatorcontrib>Sveen, Anita</creatorcontrib><creatorcontrib>Bruun, Jarle</creatorcontrib><creatorcontrib>Eilertsen, Ina Andrassy</creatorcontrib><creatorcontrib>Bækkevold, Espen S.</creatorcontrib><creatorcontrib>Nesbakken, Arild</creatorcontrib><creatorcontrib>Yaqub, Sheraz</creatorcontrib><creatorcontrib>Jahnsen, Frode L.</creatorcontrib><creatorcontrib>Lothe, Ragnhild A.</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>NORA - Norwegian Open Research Archives</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cellular oncology (Dordrecht)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Majid, Umair</au><au>Bergsland, Christian Holst</au><au>Sveen, Anita</au><au>Bruun, Jarle</au><au>Eilertsen, Ina Andrassy</au><au>Bækkevold, Espen S.</au><au>Nesbakken, Arild</au><au>Yaqub, Sheraz</au><au>Jahnsen, Frode L.</au><au>Lothe, Ragnhild A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration</atitle><jtitle>Cellular oncology (Dordrecht)</jtitle><stitle>Cell Oncol</stitle><addtitle>Cell Oncol (Dordr)</addtitle><date>2024</date><risdate>2024</risdate><volume>47</volume><issue>4</issue><spage>1267</spage><epage>1276</epage><pages>1267-1276</pages><issn>2211-3428</issn><issn>2211-3436</issn><eissn>2211-3436</eissn><abstract>Background
Tumor-associated macrophages (TAMs) are associated with unfavorable patient prognosis in many cancer types. However, TAMs are a heterogeneous cell population and subsets have been shown to activate tumor-infiltrating T cells and confer a good patient prognosis. Data on the prognostic value of TAMs in colorectal cancer are conflicting. We investigated the prognostic effect of TAMs in relation to tumor-infiltrating T cells in colorectal cancers.
Methods
The TAM markers CD68 and CD163 were analyzed by multiplex fluorescence immunohistochemistry and digital image analysis on tissue microarrays of 1720 primary colorectal cancers. TAM density in the tumor stroma was scored in relation to T cell density (stromal CD3
+
and epithelial CD8
+
cells) and analyzed in Cox proportional hazards models of 5-year relapse-free survival. Multivariable survival models included clinicopathological factors, MSI status and
BRAF
V600E
mutation status.
Results
High TAM density was associated with a favorable 5-year relapse-free survival in a multivariable model of patients with stage I–III tumors (
p
= 0.004, hazard ratio 0.94, 95% confidence interval 0.90–0.98). However, the prognostic effect was dependent on tumoral T-cell density. High TAM density was associated with a good prognosis in patients who also had high T-cell levels in their tumors, while high TAM density was associated with poorer prognosis in patients with low T-cell levels (
p
interaction
= 0.0006). This prognostic heterogeneity was found for microsatellite stable tumors separately.
Conclusions
This study supported a phenotypic heterogeneity of TAMs in colorectal cancer, and showed that combined tumor immunophenotyping of multiple immune cell types improved the prediction of patient prognosis.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>38407700</pmid><doi>10.1007/s13402-024-00926-w</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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source | NORA - Norwegian Open Research Archives; Springer Nature - Complete Springer Journals |
subjects | Biomedical and Life Sciences Biomedicine Cancer Cancer Research CD163 antigen CD3 antigen CD8 antigen Cell culture Cell density Colorectal cancer Colorectal carcinoma Image processing Immunohistochemistry Lymphocytes T Macrophages Medical prognosis Metastases Oncology Pathology Patients Prognosis Stroma Tumors |
title | The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration |
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