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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |