Skip to main content
Top
Published in: Journal of Translational Medicine 1/2021

Open Access 01-12-2021 | Breast Cancer | Research

Analysis and validation of m6A regulatory network: a novel circBACH2/has-miR-944/HNRNPC axis in breast cancer progression

Authors: Wenchang Lv, Yufang Tan, Mingchen Xiong, Chongru Zhao, Yichen Wang, Min Wu, Yiping Wu, Qi Zhang

Published in: Journal of Translational Medicine | Issue 1/2021

Login to get access

Abstract

Background

N6-methyladenosine (m6A), the most abundant and reversible modification of mRNAs in eukaryotes, plays pivotal role in breast cancer (BC) tumorigenesis and progression. Circular RNAs (circRNAs) can act as tumor promoters or suppressors by microRNA (miRNA) sponges in BC. However, the underlying mechanism of circRNAs in BC progression via regulating m6A modulators remains unclear.

Methods

Prognostic m6A RNA methylation regulators were identified in 1065 BC patients from The Cancer Genome Atlas (TCGA) project. Differentially expressed (DE) miRNAs and DE circRNAs were identified between BC and normal samples in TCGA and GSE101123, respectively. MiRNA-mRNA interactive pairs and circRNA-miRNA interactive pairs were verified by MiRDIP and Circular RNA Interactome. GSEA, KEGG, and ssGSEA were executed to explore the potential biological and immune functions between HNRNPC-high and HNRNPC-low expression groups. qRT-PCR and Western blot were used to quantify the expression of HNRNPC and circBACH2 in MCF-7 and MDA-MB-231 cells. The proliferation of BC cells was assessed by CCK-8 and EdU assay.

Results

2 m6A RNA methylation regulators with prognostic value, including HNRNPC and YTHDF3, were identified in BC patients. Then, the regulatory network of circRNA-miRNA-m6A modulators was constructed, which consisted of 2 DE m6A modulators (HNRNPC and YTHDF3), 12 DE miRNAs, and 11 DE circRNAs. Notably, BC patients with high expression of HNRNPC and low expression of hsa-miR-944 were correlated with late clinical stages and shorter survival times. Besides, the results from the KEGG inferred that the DE HNRNPC was associated with the MAPK signaling pathway in BC. Moreover, the circBACH2 (hsa_circ_0001625) was confirmed to act as hsa-miR-944 sponge to stimulate HNRNPC expression to promote BC cell proliferation via MAPK signaling pathway, thus constructing a circBACH2/hsa-miR-944/HNRNPC axis in BC.

Conclusions

Our findings decipher a novel circRNA-based m6A regulatory mechanism involved in BC progression, thus providing attractive diagnostic and therapeutic strategies for combating BC.
Appendix
Available only for authorised users
Literature
1.
go back to reference Siegel RL, Miller KD, Jemal A. Cancer statistics, 2020. CA Cancer J Clin. 2020;70:7–30.CrossRef Siegel RL, Miller KD, Jemal A. Cancer statistics, 2020. CA Cancer J Clin. 2020;70:7–30.CrossRef
2.
go back to reference Yu F, Quan F, Xu J, Zhang Y, Xie Y, Zhang J, et al. Breast cancer prognosis signature: linking risk stratification to disease subtypes. Brief Bioinform. 2019;20:2130–40.CrossRef Yu F, Quan F, Xu J, Zhang Y, Xie Y, Zhang J, et al. Breast cancer prognosis signature: linking risk stratification to disease subtypes. Brief Bioinform. 2019;20:2130–40.CrossRef
3.
go back to reference Yang Y, Hsu PJ, Chen Y-S, Yang Y-G. Dynamic transcriptomic m6A decoration: writers, erasers, readers and functions in RNA metabolism. Cell Res. 2018;28:616–24.CrossRef Yang Y, Hsu PJ, Chen Y-S, Yang Y-G. Dynamic transcriptomic m6A decoration: writers, erasers, readers and functions in RNA metabolism. Cell Res. 2018;28:616–24.CrossRef
5.
go back to reference Xu X, Zhou E, Zheng J, Zhang C, Zou Y, Lin J, et al. Prognostic and predictive value of m6A “Eraser” related gene signature in gastric cancer. Front Oncol. 2021;11:1–10. Xu X, Zhou E, Zheng J, Zhang C, Zou Y, Lin J, et al. Prognostic and predictive value of m6A “Eraser” related gene signature in gastric cancer. Front Oncol. 2021;11:1–10.
6.
go back to reference Liao S, Sun H, Xu C. YTH Domain: a family of N 6 -methyladenosine (m 6 A) Readers. Genomics Proteomics Bioinformatics. 2018;16:99–107.CrossRef Liao S, Sun H, Xu C. YTH Domain: a family of N 6 -methyladenosine (m 6 A) Readers. Genomics Proteomics Bioinformatics. 2018;16:99–107.CrossRef
7.
go back to reference Dai XY, Shi L, Li Z, Yang HY, Wei JF, Ding Q. Main N6-methyladenosine readers: YTH family proteins in cancers. Front Oncol. 2021;11:1–11. Dai XY, Shi L, Li Z, Yang HY, Wei JF, Ding Q. Main N6-methyladenosine readers: YTH family proteins in cancers. Front Oncol. 2021;11:1–11.
8.
go back to reference Jiang X, Liu B, Nie Z, Duan L, Xiong Q, Jin Z, et al. The role of m6A modification in the biological functions and diseases. Signal Transduct Target Ther. 2021;6:74.CrossRef Jiang X, Liu B, Nie Z, Duan L, Xiong Q, Jin Z, et al. The role of m6A modification in the biological functions and diseases. Signal Transduct Target Ther. 2021;6:74.CrossRef
9.
go back to reference Li X, Yang L, Chen LL. The biogenesis, functions, and challenges of circular RNAs. Mol Cell. 2018;71:428–42.CrossRef Li X, Yang L, Chen LL. The biogenesis, functions, and challenges of circular RNAs. Mol Cell. 2018;71:428–42.CrossRef
10.
go back to reference Chi F, Cao Y, Chen Y. Analysis and validation of circRNA-miRNA network in regulating m6A RNA methylation modulators reveals circMAP2K4/miR-139-5p/YTHDF1 axis involving the proliferation of hepatocellular carcinoma. Front Oncol. 2021;11:1–12. Chi F, Cao Y, Chen Y. Analysis and validation of circRNA-miRNA network in regulating m6A RNA methylation modulators reveals circMAP2K4/miR-139-5p/YTHDF1 axis involving the proliferation of hepatocellular carcinoma. Front Oncol. 2021;11:1–12.
11.
go back to reference Zhang B, Wu Q, Li B, Wang D, Wang L, Zhou YL. M6A regulator-mediated methylation modification patterns and tumor microenvironment infiltration characterization in gastric cancer. Mol Cancer. 2020;19:1–21.CrossRef Zhang B, Wu Q, Li B, Wang D, Wang L, Zhou YL. M6A regulator-mediated methylation modification patterns and tumor microenvironment infiltration characterization in gastric cancer. Mol Cancer. 2020;19:1–21.CrossRef
12.
go back to reference Jin Y, Wang Z, He D, Zhu Y, Hu X, Gong L, et al. Analysis of m6A-related signatures in the tumor immune microenvironment and identification of clinical prognostic regulators in adrenocortical carcinoma. Front Immunol. 2021;12:1–17. Jin Y, Wang Z, He D, Zhu Y, Hu X, Gong L, et al. Analysis of m6A-related signatures in the tumor immune microenvironment and identification of clinical prognostic regulators in adrenocortical carcinoma. Front Immunol. 2021;12:1–17.
13.
go back to reference Shi H, Wei J, He C. Where, when, and how: context-dependent functions of RNA methylation writers, readers, and erasers. Mol Cell. 2019;74:640–50.CrossRef Shi H, Wei J, He C. Where, when, and how: context-dependent functions of RNA methylation writers, readers, and erasers. Mol Cell. 2019;74:640–50.CrossRef
14.
go back to reference Petri BJ, Klinge CM. Regulation of breast cancer metastasis signaling by miRNAs. Cancer Metastasis Rev. 2020;39:837–86.CrossRef Petri BJ, Klinge CM. Regulation of breast cancer metastasis signaling by miRNAs. Cancer Metastasis Rev. 2020;39:837–86.CrossRef
15.
go back to reference Hosonaga M, Saya H, Arima Y. Molecular and cellular mechanisms underlying brain metastasis of breast cancer. Cancer Metastasis Rev. 2020;39:711–20.CrossRef Hosonaga M, Saya H, Arima Y. Molecular and cellular mechanisms underlying brain metastasis of breast cancer. Cancer Metastasis Rev. 2020;39:711–20.CrossRef
16.
go back to reference Wada M, Canals D, Adada M, Coant N, Salama MF, Helke KL, et al. P38 delta MAPK promotes breast cancer progression and lung metastasis by enhancing cell proliferation and cell detachment. Oncogene. 2017;36:6649–57.CrossRef Wada M, Canals D, Adada M, Coant N, Salama MF, Helke KL, et al. P38 delta MAPK promotes breast cancer progression and lung metastasis by enhancing cell proliferation and cell detachment. Oncogene. 2017;36:6649–57.CrossRef
17.
go back to reference Wang X, Xue B, Zhang Y, Guo G, Duan X, Dou D. Up-regulated circBACH2 contributes to cell proliferation, invasion, and migration of triple-negative breast cancer. Cell Death Dis. 2021;12:412.CrossRef Wang X, Xue B, Zhang Y, Guo G, Duan X, Dou D. Up-regulated circBACH2 contributes to cell proliferation, invasion, and migration of triple-negative breast cancer. Cell Death Dis. 2021;12:412.CrossRef
18.
go back to reference Cai X, Zhao Z, Dong J, Lv Q, Yun B, Liu J, et al. Circular RNA circBACH2 plays a role in papillary thyroid carcinoma by sponging miR-139-5p and regulating LMO4 expression. Cell Death Dis. 2019;10:184.CrossRef Cai X, Zhao Z, Dong J, Lv Q, Yun B, Liu J, et al. Circular RNA circBACH2 plays a role in papillary thyroid carcinoma by sponging miR-139-5p and regulating LMO4 expression. Cell Death Dis. 2019;10:184.CrossRef
19.
go back to reference Wang S, Zou X, Chen Y, Cho WC, Zhou X. Effect of N6-methyladenosine regulators on progression and prognosis of triple-negative breast cancer. Front Genet. 2021;11: 580036.CrossRef Wang S, Zou X, Chen Y, Cho WC, Zhou X. Effect of N6-methyladenosine regulators on progression and prognosis of triple-negative breast cancer. Front Genet. 2021;11: 580036.CrossRef
20.
go back to reference Zhang B, Gu Y, Jiang G. Expression and prognostic characteristics of m6 A RNA methylation regulators in breast cancer. Front Genet. 2020;11:1–14.CrossRef Zhang B, Gu Y, Jiang G. Expression and prognostic characteristics of m6 A RNA methylation regulators in breast cancer. Front Genet. 2020;11:1–14.CrossRef
21.
go back to reference Gong PJ, Shao YC, Yang Y, Song WJ, He X, Zeng YF, et al. Analysis of N6-methyladenosine methyltransferase reveals METTL14 and ZC3H13 as tumor suppressor genes in breast cancer. Front Oncol. 2020;10:1–18.CrossRef Gong PJ, Shao YC, Yang Y, Song WJ, He X, Zeng YF, et al. Analysis of N6-methyladenosine methyltransferase reveals METTL14 and ZC3H13 as tumor suppressor genes in breast cancer. Front Oncol. 2020;10:1–18.CrossRef
22.
go back to reference Chang G, Shi L, Ye Y, Shi H, Zeng L, Tiwary S, et al. YTHDF3 induces the translation of m6A-enriched gene transcripts to promote breast cancer brain metastasis. Cancer Cell. 2020;38:857-871.e7.CrossRef Chang G, Shi L, Ye Y, Shi H, Zeng L, Tiwary S, et al. YTHDF3 induces the translation of m6A-enriched gene transcripts to promote breast cancer brain metastasis. Cancer Cell. 2020;38:857-871.e7.CrossRef
23.
go back to reference Anita R, Paramasivam A, Priyadharsini JV, Chitra S. The m6A readers YTHDF1 and YTHDF3 aberrations associated with metastasis and predict poor prognosis in breast cancer patients. Am J Cancer Res. 2020;10:2546–54.PubMedPubMedCentral Anita R, Paramasivam A, Priyadharsini JV, Chitra S. The m6A readers YTHDF1 and YTHDF3 aberrations associated with metastasis and predict poor prognosis in breast cancer patients. Am J Cancer Res. 2020;10:2546–54.PubMedPubMedCentral
24.
go back to reference Sarbanes SL, Le Pen J, Rice CM. Friend and foe, HNRNPC takes on immunostimulatory RNAs in breast cancer cells. EMBO J. 2018;37:2–4.CrossRef Sarbanes SL, Le Pen J, Rice CM. Friend and foe, HNRNPC takes on immunostimulatory RNAs in breast cancer cells. EMBO J. 2018;37:2–4.CrossRef
25.
go back to reference Tang JT, Zhao J, Sheng W, Zhou JP, Dong Q, Dong M. Ectopic expression of miR-944 impairs colorectal cancer cell proliferation and invasion by targeting GATA binding protein 6. J Cell Mol Med. 2019;23:3483–94.CrossRef Tang JT, Zhao J, Sheng W, Zhou JP, Dong Q, Dong M. Ectopic expression of miR-944 impairs colorectal cancer cell proliferation and invasion by targeting GATA binding protein 6. J Cell Mol Med. 2019;23:3483–94.CrossRef
26.
go back to reference Flores-Pérez A, Marchat LA, Rodríguez-Cuevas S, Bautista VP, Fuentes-Mera L, Romero-Zamora D, et al. Suppression of cell migration is promoted by miR-944 through targeting of SIAH1 and PTP4A1 in breast cancer cells. BMC Cancer. 2016;16:1–12.CrossRef Flores-Pérez A, Marchat LA, Rodríguez-Cuevas S, Bautista VP, Fuentes-Mera L, Romero-Zamora D, et al. Suppression of cell migration is promoted by miR-944 through targeting of SIAH1 and PTP4A1 in breast cancer cells. BMC Cancer. 2016;16:1–12.CrossRef
27.
go back to reference He X, Xu T, Hu W, Tan Y, Wang D, Wang Y, et al. Circular RNAs: their role in the pathogenesis and orchestration of breast cancer. Front Cell Dev Biol. 2021;9:1–17. He X, Xu T, Hu W, Tan Y, Wang D, Wang Y, et al. Circular RNAs: their role in the pathogenesis and orchestration of breast cancer. Front Cell Dev Biol. 2021;9:1–17.
28.
go back to reference Yang R, Xing L, Zheng X, Sun Y, Wang X, Chen J. The circRNA circAGFG1 acts as a sponge of miR-195-5p to promote triple-negative breast cancer progression through regulating CCNE1 expression. Mol Cancer. 2019;18:1–19.CrossRef Yang R, Xing L, Zheng X, Sun Y, Wang X, Chen J. The circRNA circAGFG1 acts as a sponge of miR-195-5p to promote triple-negative breast cancer progression through regulating CCNE1 expression. Mol Cancer. 2019;18:1–19.CrossRef
29.
go back to reference Peluso I, Yarla NS, Ambra R, Pastore G, Perry G. MAPK signalling pathway in cancers: olive products as cancer preventive and therapeutic agents. Semin Cancer Biol. 2019;56:185–95.CrossRef Peluso I, Yarla NS, Ambra R, Pastore G, Perry G. MAPK signalling pathway in cancers: olive products as cancer preventive and therapeutic agents. Semin Cancer Biol. 2019;56:185–95.CrossRef
30.
go back to reference Lv Y, Wang X, Li X, Xu G, Bai Y, Wu J, et al. Nucleotide de novo synthesis increases breast cancer stemness and metastasis via cGMP-PKG-MAPK signaling pathway. PLoS Biol. 2020;18:1–24.CrossRef Lv Y, Wang X, Li X, Xu G, Bai Y, Wu J, et al. Nucleotide de novo synthesis increases breast cancer stemness and metastasis via cGMP-PKG-MAPK signaling pathway. PLoS Biol. 2020;18:1–24.CrossRef
31.
go back to reference Wen S, Hou Y, Fu L, Xi L, Yang D, Zhao M, et al. Cancer-associated fibroblast (CAF)-derived IL32 promotes breast cancer cell invasion and metastasis via integrin β3–p38 MAPK signalling. Cancer Lett. 2019;442:320–32.CrossRef Wen S, Hou Y, Fu L, Xi L, Yang D, Zhao M, et al. Cancer-associated fibroblast (CAF)-derived IL32 promotes breast cancer cell invasion and metastasis via integrin β3–p38 MAPK signalling. Cancer Lett. 2019;442:320–32.CrossRef
32.
go back to reference Zhu X, Qiu J, Zhang T, Yang Y, Guo S, Li T, et al. MicroRNA-188-5p promotes apoptosis and inhibits cell proliferation of breast cancer cells via the MAPK signaling pathway by targeting Rap2c. J Cell Physiol. 2020;235:2389–402.CrossRef Zhu X, Qiu J, Zhang T, Yang Y, Guo S, Li T, et al. MicroRNA-188-5p promotes apoptosis and inhibits cell proliferation of breast cancer cells via the MAPK signaling pathway by targeting Rap2c. J Cell Physiol. 2020;235:2389–402.CrossRef
Metadata
Title
Analysis and validation of m6A regulatory network: a novel circBACH2/has-miR-944/HNRNPC axis in breast cancer progression
Authors
Wenchang Lv
Yufang Tan
Mingchen Xiong
Chongru Zhao
Yichen Wang
Min Wu
Yiping Wu
Qi Zhang
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2021
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-021-03196-4

Other articles of this Issue 1/2021

Journal of Translational Medicine 1/2021 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine