Literature DB >> 33023967

The Prognostic Role of Macrophage Polarization in the Colorectal Cancer Microenvironment.

Juha P Väyrynen1,2,3, Koichiro Haruki2,4, Mai Chan Lau2, Sara A Väyrynen1, Jeffrey A Meyerhardt1, Marios Giannakis1,5,6, Shuji Ogino7,8,5,9, Jonathan A Nowak7, Rong Zhong2, Andressa Dias Costa1, Jennifer Borowsky10, Melissa Zhao2, Kenji Fujiyoshi2, Kota Arima2, Tyler S Twombly2, Junko Kishikawa2, Simeng Gu2, Saina Aminmozaffari2, Shanshan Shi2, Yoshifumi Baba2, Naohiko Akimoto2, Tomotaka Ugai2,8, Annacarolina Da Silva2, Jennifer L Guerriero11,12, Mingyang Song13,14,15, Kana Wu8,13,16, Andrew T Chan14,15,16,17, Reiko Nishihara2,8,13,18, Charles S Fuchs19,20,21.   

Abstract

Macrophages are among the most common cells in the colorectal cancer microenvironment, but their prognostic significance is incompletely understood. Using multiplexed immunofluorescence for CD68, CD86, IRF5, MAF, MRC1 (CD206), and KRT (cytokeratins) combined with digital image analysis and machine learning, we assessed the polarization spectrum of tumor-associated macrophages in 931 colorectal carcinomas. We then applied Cox proportional hazards regression to assess prognostic survival associations of intraepithelial and stromal densities of M1-like and M2-like macrophages while controlling for potential confounders, including stage and microsatellite instability status. We found that high tumor stromal density of M2-like macrophages was associated with worse cancer-specific survival, whereas tumor stromal density of M1-like macrophages was not significantly associated with better cancer-specific survival. High M1:M2 density ratio in tumor stroma was associated with better cancer-specific survival. Overall macrophage densities in tumor intraepithelial or stromal regions were not prognostic. These findings suggested that macrophage polarization state, rather than their overall density, was associated with cancer-specific survival, with M1- and M2-like macrophage phenotypes exhibiting distinct prognostic roles. These results highlight the utility of a multimarker strategy to assess the macrophage polarization at single-cell resolution within the tumor microenvironment. ©2020 American Association for Cancer Research.

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Year:  2020        PMID: 33023967      PMCID: PMC7785652          DOI: 10.1158/2326-6066.CIR-20-0527

Source DB:  PubMed          Journal:  Cancer Immunol Res        ISSN: 2326-6066            Impact factor:   12.020


  53 in total

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Authors:  Florent Ginhoux; Joachim L Schultze; Peter J Murray; Jordi Ochando; Subhra K Biswas
Journal:  Nat Immunol       Date:  2016-01       Impact factor: 25.606

Review 3.  Molecular classification and correlates in colorectal cancer.

Authors:  Shuji Ogino; Ajay Goel
Journal:  J Mol Diagn       Date:  2007-12-28       Impact factor: 5.568

Review 4.  The Myeloid Cell Compartment-Cell by Cell.

Authors:  Kevin Bassler; Jonas Schulte-Schrepping; Stefanie Warnat-Herresthal; Anna C Aschenbrenner; Joachim L Schultze
Journal:  Annu Rev Immunol       Date:  2019-01-16       Impact factor: 28.527

Review 5.  The mannose receptor.

Authors:  Luisa Martinez-Pomares
Journal:  J Leukoc Biol       Date:  2012-09-10       Impact factor: 4.962

6.  Prognostic Significance of Immune Cell Populations Identified by Machine Learning in Colorectal Cancer Using Routine Hematoxylin and Eosin-Stained Sections.

Authors:  Juha P Väyrynen; Mai Chan Lau; Koichiro Haruki; Sara A Väyrynen; Jeffrey A Meyerhardt; Marios Giannakis; Shuji Ogino; Jonathan A Nowak; Andressa Dias Costa; Jennifer Borowsky; Melissa Zhao; Kenji Fujiyoshi; Kota Arima; Tyler S Twombly; Junko Kishikawa; Simeng Gu; Saina Aminmozaffari; Shanshan Shi; Yoshifumi Baba; Naohiko Akimoto; Tomotaka Ugai; Annacarolina Da Silva; Mingyang Song; Kana Wu; Andrew T Chan; Reiko Nishihara; Charles S Fuchs
Journal:  Clin Cancer Res       Date:  2020-05-21       Impact factor: 12.531

7.  Utility of inverse probability weighting in molecular pathological epidemiology.

Authors:  Li Liu; Daniel Nevo; Reiko Nishihara; Yin Cao; Mingyang Song; Tyler S Twombly; Andrew T Chan; Edward L Giovannucci; Tyler J VanderWeele; Molin Wang; Shuji Ogino
Journal:  Eur J Epidemiol       Date:  2017-12-20       Impact factor: 8.082

Review 8.  Pas de Deux: Control of Anti-tumor Immunity by Cancer-Associated Inflammation.

Authors:  Shabnam Shalapour; Michael Karin
Journal:  Immunity       Date:  2019-07-16       Impact factor: 31.745

9.  PIK3CA mutation in colorectal cancer: relationship with genetic and epigenetic alterations.

Authors:  Katsuhiko Nosho; Takako Kawasaki; Mutsuko Ohnishi; Yuko Suemoto; Gregory J Kirkner; Dimity Zepf; Liying Yan; Janina A Longtine; Charles S Fuchs; Shuji Ogino
Journal:  Neoplasia       Date:  2008-06       Impact factor: 5.715

Review 10.  Harnessing the innate immune system and local immunological microenvironment to treat colorectal cancer.

Authors:  Jakob Nikolas Kather; Niels Halama
Journal:  Br J Cancer       Date:  2019-04-02       Impact factor: 7.640

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Authors:  Keywan Mortezaee; Jamal Majidpoor
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3.  Proceedings of the fifth international Molecular Pathological Epidemiology (MPE) meeting.

Authors:  Song Yao; Peter T Campbell; Tomotaka Ugai; Gretchen Gierach; Montserrat Garcia-Closas; Timothy R Rebbeck; Christine B Ambrosone; Shuji Ogino; Mustapha Abubakar; Viktor Adalsteinsson; Jonas Almeida; Paul Brennan; Stephen Chanock; Todd Golub; Samir Hanash; Curtis Harris; Cassandra A Hathaway; Karl Kelsey; Maria Teresa Landi; Faisal Mahmood; Christina Newton; John Quackenbush; Scott Rodig; Nikolaus Schultz; Guillermo Tearney; Shelley S Tworoger; Molin Wang; Xuehong Zhang
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4.  Immune cell profiles in the tumor microenvironment of early-onset, intermediate-onset, and later-onset colorectal cancer.

Authors:  Tomotaka Ugai; Jennifer Borowsky; Marios Giannakis; Shuji Ogino; Juha P Väyrynen; Mai Chan Lau; Naohiko Akimoto; Sara A Väyrynen; Melissa Zhao; Rong Zhong; Koichiro Haruki; Andressa Dias Costa; Kenji Fujiyoshi; Kota Arima; Kana Wu; Andrew T Chan; Yin Cao; Mingyang Song; Charles S Fuchs; Molin Wang; Jochen K Lennerz; Kimmie Ng; Jeffrey A Meyerhardt; Jonathan A Nowak
Journal:  Cancer Immunol Immunother       Date:  2021-09-16       Impact factor: 6.630

5.  Association of Fusobacterium nucleatum with Specific T-cell Subsets in the Colorectal Carcinoma Microenvironment.

Authors:  Jennifer Borowsky; Koichiro Haruki; Mai Chan Lau; Andressa Dias Costa; Jochen K Lennerz; Marios Giannakis; Jonathan A Nowak; Shuji Ogino; Juha P Väyrynen; Tomotaka Ugai; Kota Arima; Annacarolina da Silva; Kristen D Felt; Melissa Zhao; Carino Gurjao; Tyler S Twombly; Kenji Fujiyoshi; Sara A Väyrynen; Tsuyoshi Hamada; Kosuke Mima; Susan Bullman; Tabitha A Harrison; Amanda I Phipps; Ulrike Peters; Kimmie Ng; Jeffrey A Meyerhardt; Mingyang Song; Edward L Giovannucci; Kana Wu; Xuehong Zhang; Gordon J Freeman; Curtis Huttenhower; Wendy S Garrett; Andrew T Chan; Barbara A Leggett; Vicki L J Whitehall; Neal Walker; Ian Brown; Mark Bettington; Reiko Nishihara; Charles S Fuchs
Journal:  Clin Cancer Res       Date:  2021-02-25       Impact factor: 13.801

6.  EZH2 Inhibitors Suppress Colorectal Cancer by Regulating Macrophage Polarization in the Tumor Microenvironment.

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Review 7.  Heterogeneity of Colorectal Cancer Progression: Molecular Gas and Brakes.

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8.  Identification of macrophage related gene in colorectal cancer patients and their functional roles.

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Journal:  BMC Med Genomics       Date:  2021-06-13       Impact factor: 3.063

9.  M6A "Writer" Gene METTL14: A Favorable Prognostic Biomarker and Correlated With Immune Infiltrates in Rectal Cancer.

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Journal:  Front Oncol       Date:  2021-06-17       Impact factor: 6.244

10.  Smoking and Incidence of Colorectal Cancer Subclassified by Tumor-Associated Macrophage Infiltrates.

Authors:  Tomotaka Ugai; Juha P Väyrynen; Koichiro Haruki; Naohiko Akimoto; Mai Chan Lau; Rong Zhong; Junko Kishikawa; Sara A Väyrynen; Melissa Zhao; Kenji Fujiyoshi; Andressa Dias Costa; Jennifer Borowsky; Kota Arima; Jennifer L Guerriero; Charles S Fuchs; Xuehong Zhang; Mingyang Song; Molin Wang; Marios Giannakis; Jeffrey A Meyerhardt; Jonathan A Nowak; Shuji Ogino
Journal:  J Natl Cancer Inst       Date:  2022-01-11       Impact factor: 11.816

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