Cargando…
Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma
Background: FRAS1 (Fraser syndrome protein 1), together with FREM1 (the Fras1-related extracellular matrix proteins 1) and FREM2, belonging to the FRAS1/FREM extracellular matrix protein family, are considered to play essential roles in renal organogenesis and cancer progression. However, their role...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9558830/ https://www.ncbi.nlm.nih.gov/pubmed/36249757 http://dx.doi.org/10.3389/fphar.2022.972934 |
_version_ | 1784807530083385344 |
---|---|
author | Wang, Ganggang Wang, Zheng Lu, Haiquan Zhao, Zhiqun Guo, Liqiang Kong, Feng Wang, Aizhen Zhao, Shengtian |
author_facet | Wang, Ganggang Wang, Zheng Lu, Haiquan Zhao, Zhiqun Guo, Liqiang Kong, Feng Wang, Aizhen Zhao, Shengtian |
author_sort | Wang, Ganggang |
collection | PubMed |
description | Background: FRAS1 (Fraser syndrome protein 1), together with FREM1 (the Fras1-related extracellular matrix proteins 1) and FREM2, belonging to the FRAS1/FREM extracellular matrix protein family, are considered to play essential roles in renal organogenesis and cancer progression. However, their roles in kidney renal clear cell carcinoma (KIRC) remain to be elucidated. Methods: FRAS1/FREM RNA expression analysis was performed using TCGA/GTEx databases, and valided using GEO databases and real-time PCR. Protein expression was peformed using CPTAC databases. Herein, we employed an array of bioinformatics methods and online databases to explore the potential oncogenic roles of FRAS1/FREM in KIRC. Results: We found that FRAS1, FREM1 and FREM2 genes and proteins expression levels were significantly decreased in KIRC tissues than in normal tissues. Decreased FRAS1/FREM expression levels were significantly associated with advanced clinicopathological parameters (pathological stage, grade and tumor metastasis status). Notably, the patients with decreased FRAS1/FREM2 expression showed a high propensity for metastasis and poor prognosis. FRAS1/FREM were correlated with various immune infiltrating cells, especially CD4(+) T cells and its corresponding subsets (Th1, Th2, Tfh and Tregs). FRAS1 and FREM2 had association with DNA methylation and their single CpG methylation levels were associated with prognosis. Moreover, FRAS1/FREM might exert antitumor effects by functioning in key oncogenic signalling pathways and metabolic pathways. Drug sensitivity analysis indicated that high FRAS1 and FREM2 expression can be a reliable predictor of targeted therapeutic drug response, highlighting the potential as anticancer drug targets. Conclusion: Together, our results indicated that FRAS1/FREM family members could be potential therapeutic targets and valuable prognostic biomarkers of KIRC. |
format | Online Article Text |
id | pubmed-9558830 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95588302022-10-14 Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma Wang, Ganggang Wang, Zheng Lu, Haiquan Zhao, Zhiqun Guo, Liqiang Kong, Feng Wang, Aizhen Zhao, Shengtian Front Pharmacol Pharmacology Background: FRAS1 (Fraser syndrome protein 1), together with FREM1 (the Fras1-related extracellular matrix proteins 1) and FREM2, belonging to the FRAS1/FREM extracellular matrix protein family, are considered to play essential roles in renal organogenesis and cancer progression. However, their roles in kidney renal clear cell carcinoma (KIRC) remain to be elucidated. Methods: FRAS1/FREM RNA expression analysis was performed using TCGA/GTEx databases, and valided using GEO databases and real-time PCR. Protein expression was peformed using CPTAC databases. Herein, we employed an array of bioinformatics methods and online databases to explore the potential oncogenic roles of FRAS1/FREM in KIRC. Results: We found that FRAS1, FREM1 and FREM2 genes and proteins expression levels were significantly decreased in KIRC tissues than in normal tissues. Decreased FRAS1/FREM expression levels were significantly associated with advanced clinicopathological parameters (pathological stage, grade and tumor metastasis status). Notably, the patients with decreased FRAS1/FREM2 expression showed a high propensity for metastasis and poor prognosis. FRAS1/FREM were correlated with various immune infiltrating cells, especially CD4(+) T cells and its corresponding subsets (Th1, Th2, Tfh and Tregs). FRAS1 and FREM2 had association with DNA methylation and their single CpG methylation levels were associated with prognosis. Moreover, FRAS1/FREM might exert antitumor effects by functioning in key oncogenic signalling pathways and metabolic pathways. Drug sensitivity analysis indicated that high FRAS1 and FREM2 expression can be a reliable predictor of targeted therapeutic drug response, highlighting the potential as anticancer drug targets. Conclusion: Together, our results indicated that FRAS1/FREM family members could be potential therapeutic targets and valuable prognostic biomarkers of KIRC. Frontiers Media S.A. 2022-09-29 /pmc/articles/PMC9558830/ /pubmed/36249757 http://dx.doi.org/10.3389/fphar.2022.972934 Text en Copyright © 2022 Wang, Wang, Lu, Zhao, Guo, Kong, Wang and Zhao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Wang, Ganggang Wang, Zheng Lu, Haiquan Zhao, Zhiqun Guo, Liqiang Kong, Feng Wang, Aizhen Zhao, Shengtian Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
title | Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
title_full | Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
title_fullStr | Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
title_full_unstemmed | Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
title_short | Comprehensive analysis of FRAS1/FREM family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
title_sort | comprehensive analysis of fras1/frem family as potential biomarkers and therapeutic targets in renal clear cell carcinoma |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9558830/ https://www.ncbi.nlm.nih.gov/pubmed/36249757 http://dx.doi.org/10.3389/fphar.2022.972934 |
work_keys_str_mv | AT wangganggang comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT wangzheng comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT luhaiquan comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT zhaozhiqun comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT guoliqiang comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT kongfeng comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT wangaizhen comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma AT zhaoshengtian comprehensiveanalysisoffras1fremfamilyaspotentialbiomarkersandtherapeutictargetsinrenalclearcellcarcinoma |