» Articles » PMID: 33500720

MA Regulator-based Methylation Modification Patterns Characterized by Distinct Tumor Microenvironment Immune Profiles in Colon Cancer

Overview
Journal Theranostics
Date 2021 Jan 27
PMID 33500720
Citations 140
Authors
Affiliations
Soon will be listed here.
Abstract

Recent studies have highlighted the biological significance of RNA N-methyladenosine (mA) modification in tumorigenicity and progression. However, it remains unclear whether mA modifications also have potential roles in immune regulation and tumor microenvironment (TME) formation. : In this study, we curated 23 mA regulators and performed consensus molecular subtyping with NMF algorithm to determine mA modification patterns and the mA-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 mSig scoring scheme was used to evaluate the mA modification patterns of individual tumors with an immune response. : 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 mA patterns were highly consistent with three known immune profiles: immune-inflamed, immune-excluded, and immune-desert, respectively. Based on the mSig score, which was extracted from the mA-related signature genes, CC patients can be divided into high and low score subgroups. Patients with lower mSig score was characterized by prolonged survival time and enhanced immune infiltration. Further analysis indicated that lower mSig score also correlated with greater tumor mutation loads, PD-L1 expression, and higher mutation rates in SMGs (e.g., and ). In addition, patients with lower mSig scores showed a better immune responses and durable clinical benefits in three independent immunotherapy cohorts. : This study highlights that mA modification is significantly associated with TME diversity and complexity. Quantitatively evaluating the mA modification patterns of individual tumors will strengthen our understanding of TME characteristics and promote more effective immunotherapy strategies.

Citing Articles

Comprehensive microarray analysis for the identification of therapeutic targets within HIF-1α signalling networks in diet-induced obesity via hypothalamic inflammation.

Guo H, Ma L, Duolikun D, Yao Q Arch Endocrinol Metab. 2025; 69(1):e240098.

PMID: 40062973 PMC: 11895521. DOI: 10.20945/2359-4292-2024-0098.


The m6A revolution: transforming tumor immunity and enhancing immunotherapy outcomes.

Shi T, Zhang H, Chen Y Cell Biosci. 2025; 15(1):27.

PMID: 39987091 PMC: 11846233. DOI: 10.1186/s13578-025-01368-z.


Multi-Omics Analysis Reveals Immune Infiltration and Clinical Significance of Phosphorylation Modification Enzymes in Lung Adenocarcinoma.

Long D, Ding Y, Wang P, Wei L, Ma K Int J Mol Sci. 2025; 26(3).

PMID: 39940833 PMC: 11817228. DOI: 10.3390/ijms26031066.


Regulation and application of mA modification in tumor immunity.

Xiong Q, Zhang Y, Zheng Y, Zhu Q Sci China Life Sci. 2024; .

PMID: 39648245 DOI: 10.1007/s11427-024-2648-0.


Explore the expression of mitochondria-related genes to construct prognostic risk model for ovarian cancer and validate it, so as to provide optimized treatment for ovarian cancer.

Yunyun Z, Guihu W, An J Front Immunol. 2024; 15:1458264.

PMID: 39478854 PMC: 11521951. DOI: 10.3389/fimmu.2024.1458264.


References
1.
Wang Y, Wang Y, Luo W, Song X, Huang L, Xiao J . Roles of long non-coding RNAs and emerging RNA-binding proteins in innate antiviral responses. Theranostics. 2020; 10(20):9407-9424. PMC: 7415804. DOI: 10.7150/thno.48520. View

2.
Zhang B, Wu Q, Li B, Wang D, Wang L, Zhou Y . mA regulator-mediated methylation modification patterns and tumor microenvironment infiltration characterization in gastric cancer. Mol Cancer. 2020; 19(1):53. PMC: 7066851. DOI: 10.1186/s12943-020-01170-0. View

3.
Yu J, Wei M, Becknell B, Trotta R, Liu S, Boyd Z . Pro- and antiinflammatory cytokine signaling: reciprocal antagonism regulates interferon-gamma production by human natural killer cells. Immunity. 2006; 24(5):575-90. DOI: 10.1016/j.immuni.2006.03.016. View

4.
Lewinska A, Adamczyk-Grochala J, Deregowska A, Wnuk M . Sulforaphane-Induced Cell Cycle Arrest and Senescence are accompanied by DNA Hypomethylation and Changes in microRNA Profile in Breast Cancer Cells. Theranostics. 2017; 7(14):3461-3477. PMC: 5596436. DOI: 10.7150/thno.20657. View

5.
Mahajan U, Langhoff E, Goni E, Costello E, Greenhalf W, Halloran C . Immune Cell and Stromal Signature Associated With Progression-Free Survival of Patients With Resected Pancreatic Ductal Adenocarcinoma. Gastroenterology. 2018; 155(5):1625-1639.e2. DOI: 10.1053/j.gastro.2018.08.009. View