Cargando…

Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity

In this study, we aimed to use ESTIMATE and CIBERSORT computational methods to analyse transcriptional information on COAD and STAD in TCGA. We downloaded transcriptome RNA-seq data of 446 patients with colon cancer from TCGA and estimated the amount of immune and stromal components in the COAD samp...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, XiaoFeng, Lei, Purun, Huang, Lijun, Tang, Xiao, Wei, Bo, Wei, HongBo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040466/
https://www.ncbi.nlm.nih.gov/pubmed/33867855
http://dx.doi.org/10.7150/ijbs.58876
_version_ 1783677792299253760
author Yang, XiaoFeng
Lei, Purun
Huang, Lijun
Tang, Xiao
Wei, Bo
Wei, HongBo
author_facet Yang, XiaoFeng
Lei, Purun
Huang, Lijun
Tang, Xiao
Wei, Bo
Wei, HongBo
author_sort Yang, XiaoFeng
collection PubMed
description In this study, we aimed to use ESTIMATE and CIBERSORT computational methods to analyse transcriptional information on COAD and STAD in TCGA. We downloaded transcriptome RNA-seq data of 446 patients with colon cancer from TCGA and estimated the amount of immune and stromal components in the COAD samples using CIBERSORT algorithms. We analysed differentially expressed genes in 446 TCGA samples and 585 Series GSE39582 samples, in high- and low-scoring groups, using Cox regression. The expression of LRRC4C, correlated positively with clinicopathological characteristics and negatively with the survival of patients with COAD. Single-gene survival analysis using Gene Expression Profiling Interactive Analysis 2.0 and Kaplan-Meier plotter revealed an association between high levels of LRRC4C expression and poor prognosis in patients with colon and gastric cancers. Gene set enrichment analysis of COAD and STAD samples indicated that genes in groups expressing high and low LRRC4C levels were mainly enriched in immune-related activities and metabolic pathways, respectively. Difference and correlation analyses of the relationship between LRRC4C expression and tumour-infiltrating immune cells, determined using CIBERSORT algorithms, revealed that monocytes, resting mast cells, and M2 macrophages were positively correlated with LRRC4C expression.
format Online
Article
Text
id pubmed-8040466
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Ivyspring International Publisher
record_format MEDLINE/PubMed
spelling pubmed-80404662021-04-15 Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity Yang, XiaoFeng Lei, Purun Huang, Lijun Tang, Xiao Wei, Bo Wei, HongBo Int J Biol Sci Research Paper In this study, we aimed to use ESTIMATE and CIBERSORT computational methods to analyse transcriptional information on COAD and STAD in TCGA. We downloaded transcriptome RNA-seq data of 446 patients with colon cancer from TCGA and estimated the amount of immune and stromal components in the COAD samples using CIBERSORT algorithms. We analysed differentially expressed genes in 446 TCGA samples and 585 Series GSE39582 samples, in high- and low-scoring groups, using Cox regression. The expression of LRRC4C, correlated positively with clinicopathological characteristics and negatively with the survival of patients with COAD. Single-gene survival analysis using Gene Expression Profiling Interactive Analysis 2.0 and Kaplan-Meier plotter revealed an association between high levels of LRRC4C expression and poor prognosis in patients with colon and gastric cancers. Gene set enrichment analysis of COAD and STAD samples indicated that genes in groups expressing high and low LRRC4C levels were mainly enriched in immune-related activities and metabolic pathways, respectively. Difference and correlation analyses of the relationship between LRRC4C expression and tumour-infiltrating immune cells, determined using CIBERSORT algorithms, revealed that monocytes, resting mast cells, and M2 macrophages were positively correlated with LRRC4C expression. Ivyspring International Publisher 2021-04-03 /pmc/articles/PMC8040466/ /pubmed/33867855 http://dx.doi.org/10.7150/ijbs.58876 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Yang, XiaoFeng
Lei, Purun
Huang, Lijun
Tang, Xiao
Wei, Bo
Wei, HongBo
Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity
title Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity
title_full Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity
title_fullStr Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity
title_full_unstemmed Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity
title_short Prognostic value of LRRC4C in Colon and Gastric Cancers correlates with Tumour Microenvironment Immunity
title_sort prognostic value of lrrc4c in colon and gastric cancers correlates with tumour microenvironment immunity
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040466/
https://www.ncbi.nlm.nih.gov/pubmed/33867855
http://dx.doi.org/10.7150/ijbs.58876
work_keys_str_mv AT yangxiaofeng prognosticvalueoflrrc4cincolonandgastriccancerscorrelateswithtumourmicroenvironmentimmunity
AT leipurun prognosticvalueoflrrc4cincolonandgastriccancerscorrelateswithtumourmicroenvironmentimmunity
AT huanglijun prognosticvalueoflrrc4cincolonandgastriccancerscorrelateswithtumourmicroenvironmentimmunity
AT tangxiao prognosticvalueoflrrc4cincolonandgastriccancerscorrelateswithtumourmicroenvironmentimmunity
AT weibo prognosticvalueoflrrc4cincolonandgastriccancerscorrelateswithtumourmicroenvironmentimmunity
AT weihongbo prognosticvalueoflrrc4cincolonandgastriccancerscorrelateswithtumourmicroenvironmentimmunity