Cargando…

Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity

BACKGROUND: MicroRNA (miRNA) which can act as post-transcriptional regulators of mRNAs via base-pairing with complementary sequences within mRNAs is involved in processes of the complex interaction between immune system and tumors. In this research, we elucidated the profiles of miRNAs and target mR...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Cheng, Yu, Chun, Song, Guoxin, Fan, Xingchen, Peng, Shuang, Zhang, Shiyu, Zhou, Xin, zhang, Cheng, Geng, Xiangnan, Wang, Tongshan, Cheng, Wenfang, Zhu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688136/
https://www.ncbi.nlm.nih.gov/pubmed/38036953
http://dx.doi.org/10.1186/s12864-023-09635-4
_version_ 1785152120207441920
author Liu, Cheng
Yu, Chun
Song, Guoxin
Fan, Xingchen
Peng, Shuang
Zhang, Shiyu
Zhou, Xin
zhang, Cheng
Geng, Xiangnan
Wang, Tongshan
Cheng, Wenfang
Zhu, Wei
author_facet Liu, Cheng
Yu, Chun
Song, Guoxin
Fan, Xingchen
Peng, Shuang
Zhang, Shiyu
Zhou, Xin
zhang, Cheng
Geng, Xiangnan
Wang, Tongshan
Cheng, Wenfang
Zhu, Wei
author_sort Liu, Cheng
collection PubMed
description BACKGROUND: MicroRNA (miRNA) which can act as post-transcriptional regulators of mRNAs via base-pairing with complementary sequences within mRNAs is involved in processes of the complex interaction between immune system and tumors. In this research, we elucidated the profiles of miRNAs and target mRNAs expression and their associations with the phenotypic hallmarks of colorectal cancers (CRC) by integrating transcriptomic, immunophenotype, methylation, mutation and survival data. RESULTS: We conducted the analysis of differential miRNA/mRNA expression profile by GEO, TCGA and GTEx databases and the correlation between miRNA and targeted mRNA by miRTarBase and TarBase. Then we detected using qRT-PCR and validated the diagnostic value of miRNA-mRNA regulator pairs by the ROC, calibration curve and DCA. Phenotypic hallmarks of regulatory pairs including tumor-infiltrating lymphocytes, tumor microenvironment, tumor mutation burden, global methylation and gene mutation were also described. The expression levels of miRNAs and target mRNAs were detected in 80 paired colon tissue samples. Ultimately, we picked up two pivotal regulatory pairs (miR-139-5p/ STC1 and miR-20a-5p/ FGL2) and verified the diagnostic value of the complex model which is the combination of 4 signatures above-mentioned in 3 testing GEO datasets and an external validation cohort. CONCLUSIONS: We found that 2 miRNAs by targeting 2 metastasis-related mRNAs were correlated with tumor-infiltrating macrophages, HRAS, and BRAF gene mutation status. Our results established the diagnostic model containing 2 miRNAs and their respective targeted mRNAs to distinguish CRCs and normal controls and displayed their complex roles in CRC pathogenesis especially tumor immunity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09635-4.
format Online
Article
Text
id pubmed-10688136
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-106881362023-11-30 Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity Liu, Cheng Yu, Chun Song, Guoxin Fan, Xingchen Peng, Shuang Zhang, Shiyu Zhou, Xin zhang, Cheng Geng, Xiangnan Wang, Tongshan Cheng, Wenfang Zhu, Wei BMC Genomics Research BACKGROUND: MicroRNA (miRNA) which can act as post-transcriptional regulators of mRNAs via base-pairing with complementary sequences within mRNAs is involved in processes of the complex interaction between immune system and tumors. In this research, we elucidated the profiles of miRNAs and target mRNAs expression and their associations with the phenotypic hallmarks of colorectal cancers (CRC) by integrating transcriptomic, immunophenotype, methylation, mutation and survival data. RESULTS: We conducted the analysis of differential miRNA/mRNA expression profile by GEO, TCGA and GTEx databases and the correlation between miRNA and targeted mRNA by miRTarBase and TarBase. Then we detected using qRT-PCR and validated the diagnostic value of miRNA-mRNA regulator pairs by the ROC, calibration curve and DCA. Phenotypic hallmarks of regulatory pairs including tumor-infiltrating lymphocytes, tumor microenvironment, tumor mutation burden, global methylation and gene mutation were also described. The expression levels of miRNAs and target mRNAs were detected in 80 paired colon tissue samples. Ultimately, we picked up two pivotal regulatory pairs (miR-139-5p/ STC1 and miR-20a-5p/ FGL2) and verified the diagnostic value of the complex model which is the combination of 4 signatures above-mentioned in 3 testing GEO datasets and an external validation cohort. CONCLUSIONS: We found that 2 miRNAs by targeting 2 metastasis-related mRNAs were correlated with tumor-infiltrating macrophages, HRAS, and BRAF gene mutation status. Our results established the diagnostic model containing 2 miRNAs and their respective targeted mRNAs to distinguish CRCs and normal controls and displayed their complex roles in CRC pathogenesis especially tumor immunity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09635-4. BioMed Central 2023-11-30 /pmc/articles/PMC10688136/ /pubmed/38036953 http://dx.doi.org/10.1186/s12864-023-09635-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Liu, Cheng
Yu, Chun
Song, Guoxin
Fan, Xingchen
Peng, Shuang
Zhang, Shiyu
Zhou, Xin
zhang, Cheng
Geng, Xiangnan
Wang, Tongshan
Cheng, Wenfang
Zhu, Wei
Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity
title Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity
title_full Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity
title_fullStr Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity
title_full_unstemmed Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity
title_short Comprehensive analysis of miRNA-mRNA regulatory pairs associated with colorectal cancer and the role in tumor immunity
title_sort comprehensive analysis of mirna-mrna regulatory pairs associated with colorectal cancer and the role in tumor immunity
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688136/
https://www.ncbi.nlm.nih.gov/pubmed/38036953
http://dx.doi.org/10.1186/s12864-023-09635-4
work_keys_str_mv AT liucheng comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT yuchun comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT songguoxin comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT fanxingchen comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT pengshuang comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT zhangshiyu comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT zhouxin comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT zhangcheng comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT gengxiangnan comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT wangtongshan comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT chengwenfang comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity
AT zhuwei comprehensiveanalysisofmirnamrnaregulatorypairsassociatedwithcolorectalcancerandtheroleintumorimmunity