Literature DB >> 33500720

m6A regulator-based methylation modification patterns characterized by distinct tumor microenvironment immune profiles in colon cancer.

Wei Chong1,2,3, Liang Shang1,2,3, Jin Liu4, Zhen Fang2,3, Fengying Du2,3, Hao Wu2,3, Yang Liu2,3, Zhe Wang5, Yang Chen6, Shengtao Jia7, Liming Chen8, Leping Li1,2,3, Hao Chen9.   

Abstract

Recent studies have highlighted the biological significance of RNA N6-methyladenosine (m6A) modification in tumorigenicity and progression. However, it remains unclear whether m6A modifications also have potential roles in immune regulation and tumor microenvironment (TME) formation.
Methods: In this study, we curated 23 m6A regulators and performed consensus molecular subtyping with NMF algorithm to determine m6A modification patterns and the m6A-related gene signature in colon cancer (CC). The ssGSEA and CIBERSORT algorithms were employed to quantify the relative infiltration levels of various immune cell subsets. An PCA algorithm based m6Sig scoring scheme was used to evaluate the m6A modification patterns of individual tumors with an immune response.
Results: Three distinct m6A modification patterns were identified among 1307 CC samples, which were also associated with different clinical outcomes and biological pathways. The TME characterization revealed that the identified m6A patterns were highly consistent with three known immune profiles: immune-inflamed, immune-excluded, and immune-desert, respectively. Based on the m6Sig score, which was extracted from the m6A-related signature genes, CC patients can be divided into high and low score subgroups. Patients with lower m6Sig score was characterized by prolonged survival time and enhanced immune infiltration. Further analysis indicated that lower m6Sig score also correlated with greater tumor mutation loads, PD-L1 expression, and higher mutation rates in SMGs (e.g., PIK3CA and SMAD4). In addition, patients with lower m6Sig scores showed a better immune responses and durable clinical benefits in three independent immunotherapy cohorts. Conclusions: This study highlights that m6A modification is significantly associated with TME diversity and complexity. Quantitatively evaluating the m6A modification patterns of individual tumors will strengthen our understanding of TME characteristics and promote more effective immunotherapy strategies. © The author(s).

Entities:  

Keywords:  Colon cancer; Immune profiles; Immunotherapy; Tumor microenvironment; m6A modification

Year:  2021        PMID: 33500720      PMCID: PMC7797678          DOI: 10.7150/thno.52717

Source DB:  PubMed          Journal:  Theranostics        ISSN: 1838-7640            Impact factor:   11.556


  81 in total

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Journal:  Gastroenterology       Date:  2018-08-06       Impact factor: 22.682

2.  Pro- and antiinflammatory cytokine signaling: reciprocal antagonism regulates interferon-gamma production by human natural killer cells.

Authors:  Jianhua Yu; Min Wei; Brian Becknell; Rossana Trotta; Shujun Liu; Zachary Boyd; Michael S Jaung; Bradley W Blaser; Jin Sun; Don M Benson; Hsiaoyin Mao; Akihiko Yokohama; Darshna Bhatt; Lei Shen; Ramana Davuluri; Michael Weinstein; Guido Marcucci; Michael A Caligiuri
Journal:  Immunity       Date:  2006-05       Impact factor: 31.745

3.  Next-generation characterization of the Cancer Cell Line Encyclopedia.

Authors:  Mahmoud Ghandi; Franklin W Huang; Judit Jané-Valbuena; Gregory V Kryukov; Christopher C Lo; E Robert McDonald; Jordi Barretina; Ellen T Gelfand; Craig M Bielski; Haoxin Li; Kevin Hu; Alexander Y Andreev-Drakhlin; Jaegil Kim; Julian M Hess; Brian J Haas; François Aguet; Barbara A Weir; Michael V Rothberg; Brenton R Paolella; Michael S Lawrence; Rehan Akbani; Yiling Lu; Hong L Tiv; Prafulla C Gokhale; Antoine de Weck; Ali Amin Mansour; Coyin Oh; Juliann Shih; Kevin Hadi; Yanay Rosen; Jonathan Bistline; Kavitha Venkatesan; Anupama Reddy; Dmitriy Sonkin; Manway Liu; Joseph Lehar; Joshua M Korn; Dale A Porter; Michael D Jones; Javad Golji; Giordano Caponigro; Jordan E Taylor; Caitlin M Dunning; Amanda L Creech; Allison C Warren; James M McFarland; Mahdi Zamanighomi; Audrey Kauffmann; Nicolas Stransky; Marcin Imielinski; Yosef E Maruvka; Andrew D Cherniack; Aviad Tsherniak; Francisca Vazquez; Jacob D Jaffe; Andrew A Lane; David M Weinstock; Cory M Johannessen; Michael P Morrissey; Frank Stegmeier; Robert Schlegel; William C Hahn; Gad Getz; Gordon B Mills; Jesse S Boehm; Todd R Golub; Levi A Garraway; William R Sellers
Journal:  Nature       Date:  2019-05-08       Impact factor: 49.962

4.  m(6)A RNA methylation promotes XIST-mediated transcriptional repression.

Authors:  Deepak P Patil; Chun-Kan Chen; Brian F Pickering; Amy Chow; Constanza Jackson; Mitchell Guttman; Samie R Jaffrey
Journal:  Nature       Date:  2016-09-07       Impact factor: 49.962

5.  Sulforaphane-Induced Cell Cycle Arrest and Senescence are accompanied by DNA Hypomethylation and Changes in microRNA Profile in Breast Cancer Cells.

Authors:  Anna Lewinska; Jagoda Adamczyk-Grochala; Anna Deregowska; Maciej Wnuk
Journal:  Theranostics       Date:  2017-08-15       Impact factor: 11.556

6.  TGFβ attenuates tumour response to PD-L1 blockade by contributing to exclusion of T cells.

Authors:  Sanjeev Mariathasan; Shannon J Turley; Dorothee Nickles; Alessandra Castiglioni; Kobe Yuen; Yulei Wang; Edward E Kadel; Hartmut Koeppen; Jillian L Astarita; Rafael Cubas; Suchit Jhunjhunwala; Romain Banchereau; Yagai Yang; Yinghui Guan; Cecile Chalouni; James Ziai; Yasin Şenbabaoğlu; Stephen Santoro; Daniel Sheinson; Jeffrey Hung; Jennifer M Giltnane; Andrew A Pierce; Kathryn Mesh; Steve Lianoglou; Johannes Riegler; Richard A D Carano; Pontus Eriksson; Mattias Höglund; Loan Somarriba; Daniel L Halligan; Michiel S van der Heijden; Yohann Loriot; Jonathan E Rosenberg; Lawrence Fong; Ira Mellman; Daniel S Chen; Marjorie Green; Christina Derleth; Gregg D Fine; Priti S Hegde; Richard Bourgon; Thomas Powles
Journal:  Nature       Date:  2018-02-14       Impact factor: 49.962

7.  Association of LRP1B Mutation With Tumor Mutation Burden and Outcomes in Melanoma and Non-small Cell Lung Cancer Patients Treated With Immune Check-Point Blockades.

Authors:  Hao Chen; Wei Chong; Qian Wu; Yueliang Yao; Min Mao; Xin Wang
Journal:  Front Immunol       Date:  2019-05-21       Impact factor: 7.561

8.  m6A regulator-mediated methylation modification patterns and tumor microenvironment infiltration characterization in gastric cancer.

Authors:  Bo Zhang; Qiong Wu; Ben Li; Defeng Wang; Lei Wang; You Lang Zhou
Journal:  Mol Cancer       Date:  2020-03-12       Impact factor: 27.401

9.  Mutational heterogeneity in cancer and the search for new cancer-associated genes.

Authors:  Michael S Lawrence; Petar Stojanov; Paz Polak; Gregory V Kryukov; Kristian Cibulskis; Andrey Sivachenko; Scott L Carter; Chip Stewart; Craig H Mermel; Steven A Roberts; Adam Kiezun; Peter S Hammerman; Aaron McKenna; Yotam Drier; Lihua Zou; Alex H Ramos; Trevor J Pugh; Nicolas Stransky; Elena Helman; Jaegil Kim; Carrie Sougnez; Lauren Ambrogio; Elizabeth Nickerson; Erica Shefler; Maria L Cortés; Daniel Auclair; Gordon Saksena; Douglas Voet; Michael Noble; Daniel DiCara; Pei Lin; Lee Lichtenstein; David I Heiman; Timothy Fennell; Marcin Imielinski; Bryan Hernandez; Eran Hodis; Sylvan Baca; Austin M Dulak; Jens Lohr; Dan-Avi Landau; Catherine J Wu; Jorge Melendez-Zajgla; Alfredo Hidalgo-Miranda; Amnon Koren; Steven A McCarroll; Jaume Mora; Brian Crompton; Robert Onofrio; Melissa Parkin; Wendy Winckler; Kristin Ardlie; Stacey B Gabriel; Charles W M Roberts; Jaclyn A Biegel; Kimberly Stegmaier; Adam J Bass; Levi A Garraway; Matthew Meyerson; Todd R Golub; Dmitry A Gordenin; Shamil Sunyaev; Eric S Lander; Gad Getz
Journal:  Nature       Date:  2013-06-16       Impact factor: 49.962

Review 10.  Roles of long non-coding RNAs and emerging RNA-binding proteins in innate antiviral responses.

Authors:  Yiliang Wang; Yun Wang; Weisheng Luo; Xiaowei Song; Lianzhou Huang; Ji Xiao; Fujun Jin; Zhe Ren; Yifei Wang
Journal:  Theranostics       Date:  2020-07-23       Impact factor: 11.556

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  73 in total

1.  The analysis of N6-methyladenosine regulators impacting the immune infiltration in clear cell renal cell carcinoma.

Authors:  Jianpeng Li; Jinlong Cao; Cheng Liang; Ran Deng; Pan Li; Junqiang Tian
Journal:  Med Oncol       Date:  2022-01-29       Impact factor: 3.064

2.  m6A Regulator-Mediated Methylation Modification Patterns and Characterisation of Tumour Microenvironment Infiltration in Non-Small Cell Lung Cancer.

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Journal:  J Inflamm Res       Date:  2022-03-23

3.  A signature based on m6A pattern and tumor microenvironment infiltration in clear cell renal cell carcinoma.

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4.  Comprehensive analysis of N6-methyladenosine-related lncRNAs reveals distinct hepatocellular carcinoma subtypes with immunotherapeutic implications.

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Journal:  Am J Transl Res       Date:  2022-09-15       Impact factor: 3.940

5.  Tertiary lymphoid structure patterns predicted anti-PD1 therapeutic responses in gastric cancer.

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6.  Characterization of m6A methylation modifications and tumor microenvironment infiltration in thyroid cancer.

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7.  Prognostic and Immunological Role of mRNA ac4C Regulator NAT10 in Pan-Cancer: New Territory for Cancer Research?

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8.  Decreased m6A Modification of CD34/CD276(B7-H3) Leads to Immune Escape in Colon Cancer.

Authors:  Yiran Zhou; Haodong Zhou; Jianlin Shi; Aoran Guan; Yankun Zhu; Zongliu Hou; Ruhong Li
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9.  Immune infiltration-related N6-methyladenosine RNA methylation regulators influence the malignancy and prognosis of endometrial cancer.

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10.  m6A Regulator-Associated Modification Patterns and Immune Infiltration of the Tumor Microenvironment in Hepatocarcinoma.

Authors:  Jianhao Li; Weiwei Wang; Yubing Zhou; Liwen Liu; Guizhen Zhang; Kelei Guan; Xichun Cui; Xin Liu; Maoxin Huang; Guangying Cui; Ranran Sun
Journal:  Front Cell Dev Biol       Date:  2021-07-02
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