RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer

RNA N6-methyladenosine (m6A) methylation is the most prevalent epitranscriptomic modification in mammals, with a complex and fine-tuning regulatory system. Recent studies have illuminated the potential of m6A regulators in clinical applications including diagnosis, therapeutics, and prognosis. Based...

Full description

Bibliographic Details
Main Authors: Lin Yang, Shuangling Wu, Chunhui Ma, Shuhui Song, Feng Jin, Yamei Niu, Wei-Min Tong
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.611191/full
id doaj-7dd015be2d424436a6d8bc5c8810074d
record_format Article
spelling doaj-7dd015be2d424436a6d8bc5c8810074d2021-01-29T05:33:55ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-01-011010.3389/fonc.2020.611191611191RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast CancerLin Yang0Lin Yang1Lin Yang2Shuangling Wu3Chunhui Ma4Chunhui Ma5Chunhui Ma6Shuhui Song7Shuhui Song8Feng Jin9Yamei Niu10Yamei Niu11Yamei Niu12Wei-Min Tong13Wei-Min Tong14Wei-Min Tong15Department of Pathology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, ChinaSchool of Basic Medicine, Peking Union Medical College, Beijing, ChinaMolecular Pathology Research Center, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Breast Surgery, The First Affiliated Hospital of China Medical University, Shenyang, ChinaDepartment of Pathology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, ChinaSchool of Basic Medicine, Peking Union Medical College, Beijing, ChinaMolecular Pathology Research Center, Chinese Academy of Medical Sciences, Beijing, ChinaChina National Center for Bioinformation, Beijing, ChinaNational Genomics Data Center & CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, ChinaDepartment of Breast Surgery, The First Affiliated Hospital of China Medical University, Shenyang, ChinaDepartment of Pathology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, ChinaSchool of Basic Medicine, Peking Union Medical College, Beijing, ChinaMolecular Pathology Research Center, Chinese Academy of Medical Sciences, Beijing, ChinaDepartment of Pathology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, Beijing, ChinaSchool of Basic Medicine, Peking Union Medical College, Beijing, ChinaMolecular Pathology Research Center, Chinese Academy of Medical Sciences, Beijing, ChinaRNA N6-methyladenosine (m6A) methylation is the most prevalent epitranscriptomic modification in mammals, with a complex and fine-tuning regulatory system. Recent studies have illuminated the potential of m6A regulators in clinical applications including diagnosis, therapeutics, and prognosis. Based on six datasets of breast cancer in The Cancer Genome Atlas (TCGA) database and two additional proteomic datasets, we provide a comprehensive view of all the known m6A regulators in their gene expression, copy number variations (CNVs), DNA methylation status, and protein levels in breast tumors and their association with prognosis. Among four breast cancer subtypes, basal-like subtype exhibits distinct expression and genomic alteration in m6A regulators from other subtypes. Accordingly, four representative regulators (IGF2BP2, IGF2BP3, YTHDC2, and RBM15) are identified as basal-like subtype-featured genes. Notably, luminal A/B samples are subclassified into two clusters based on the methylation status of those four genes. In line with its similarity to basal-like subtype, cluster1 shows upregulation in immune-related genes and cell adhesion molecules, as well as an increased number of tumor-infiltrating lymphocytes. Besides, cluster1 has worse disease-free and progression-free survival, especially among patients diagnosed with stage II and luminal B subtype. Together, this study highlights the potential functions of m6A regulators in the occurrence and malignancy progression of breast cancer. Given the heterogeneity within luminal subtype and high risk of recurrence and metastasis in a portion of patients, the prognostic stratification of luminal A/B subtypes utilizing basal-featured m6A regulators may help to improve the accuracy of diagnosis and therapeutics of breast cancer.https://www.frontiersin.org/articles/10.3389/fonc.2020.611191/fullRNA methylationm6A regulatorsgenomic regulationbreast cancer subtypessubclassificationsurvival
collection DOAJ
language English
format Article
sources DOAJ
author Lin Yang
Lin Yang
Lin Yang
Shuangling Wu
Chunhui Ma
Chunhui Ma
Chunhui Ma
Shuhui Song
Shuhui Song
Feng Jin
Yamei Niu
Yamei Niu
Yamei Niu
Wei-Min Tong
Wei-Min Tong
Wei-Min Tong
spellingShingle Lin Yang
Lin Yang
Lin Yang
Shuangling Wu
Chunhui Ma
Chunhui Ma
Chunhui Ma
Shuhui Song
Shuhui Song
Feng Jin
Yamei Niu
Yamei Niu
Yamei Niu
Wei-Min Tong
Wei-Min Tong
Wei-Min Tong
RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer
Frontiers in Oncology
RNA methylation
m6A regulators
genomic regulation
breast cancer subtypes
subclassification
survival
author_facet Lin Yang
Lin Yang
Lin Yang
Shuangling Wu
Chunhui Ma
Chunhui Ma
Chunhui Ma
Shuhui Song
Shuhui Song
Feng Jin
Yamei Niu
Yamei Niu
Yamei Niu
Wei-Min Tong
Wei-Min Tong
Wei-Min Tong
author_sort Lin Yang
title RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer
title_short RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer
title_full RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer
title_fullStr RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer
title_full_unstemmed RNA m6A Methylation Regulators Subclassify Luminal Subtype in Breast Cancer
title_sort rna m6a methylation regulators subclassify luminal subtype in breast cancer
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2021-01-01
description RNA N6-methyladenosine (m6A) methylation is the most prevalent epitranscriptomic modification in mammals, with a complex and fine-tuning regulatory system. Recent studies have illuminated the potential of m6A regulators in clinical applications including diagnosis, therapeutics, and prognosis. Based on six datasets of breast cancer in The Cancer Genome Atlas (TCGA) database and two additional proteomic datasets, we provide a comprehensive view of all the known m6A regulators in their gene expression, copy number variations (CNVs), DNA methylation status, and protein levels in breast tumors and their association with prognosis. Among four breast cancer subtypes, basal-like subtype exhibits distinct expression and genomic alteration in m6A regulators from other subtypes. Accordingly, four representative regulators (IGF2BP2, IGF2BP3, YTHDC2, and RBM15) are identified as basal-like subtype-featured genes. Notably, luminal A/B samples are subclassified into two clusters based on the methylation status of those four genes. In line with its similarity to basal-like subtype, cluster1 shows upregulation in immune-related genes and cell adhesion molecules, as well as an increased number of tumor-infiltrating lymphocytes. Besides, cluster1 has worse disease-free and progression-free survival, especially among patients diagnosed with stage II and luminal B subtype. Together, this study highlights the potential functions of m6A regulators in the occurrence and malignancy progression of breast cancer. Given the heterogeneity within luminal subtype and high risk of recurrence and metastasis in a portion of patients, the prognostic stratification of luminal A/B subtypes utilizing basal-featured m6A regulators may help to improve the accuracy of diagnosis and therapeutics of breast cancer.
topic RNA methylation
m6A regulators
genomic regulation
breast cancer subtypes
subclassification
survival
url https://www.frontiersin.org/articles/10.3389/fonc.2020.611191/full
work_keys_str_mv AT linyang rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT linyang rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT linyang rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT shuanglingwu rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT chunhuima rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT chunhuima rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT chunhuima rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT shuhuisong rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT shuhuisong rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT fengjin rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT yameiniu rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT yameiniu rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT yameiniu rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT weimintong rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT weimintong rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
AT weimintong rnam6amethylationregulatorssubclassifyluminalsubtypeinbreastcancer
_version_ 1724318950603358208