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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
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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 |
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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 |
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