Cargando…

Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer

Background: RNA modifications, TME, and cancer stemness play significant roles in tumor development and immunotherapy. The study investigated cross-talk and RNA modification roles in the TME, cancer stemness, and immunotherapy of gastric cancer (GC). Methods: We applied an unsupervised clustering me...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Zhuoqi, Zhang, Xuehong, Weng, Wenjie, Zhang, Ge, Ren, Qianwen, Tian, Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333070/
https://www.ncbi.nlm.nih.gov/pubmed/37319315
http://dx.doi.org/10.18632/aging.204802
_version_ 1785070575521103872
author Li, Zhuoqi
Zhang, Xuehong
Weng, Wenjie
Zhang, Ge
Ren, Qianwen
Tian, Yuan
author_facet Li, Zhuoqi
Zhang, Xuehong
Weng, Wenjie
Zhang, Ge
Ren, Qianwen
Tian, Yuan
author_sort Li, Zhuoqi
collection PubMed
description Background: RNA modifications, TME, and cancer stemness play significant roles in tumor development and immunotherapy. The study investigated cross-talk and RNA modification roles in the TME, cancer stemness, and immunotherapy of gastric cancer (GC). Methods: We applied an unsupervised clustering method to distinguish RNA modification patterns in GC. GSVA and ssGSEA algorithms were applied. The WM_Score model was constructed for evaluating the RNA modification-related subtypes. Also, we conducted an association analysis between the WM_Score and biological and clinical features in GC and explored the WM_Score model’s predictive value in immunotherapy. Results: We identified four RNA modification patterns with diverse survival and TME features. One pattern consistent with the immune-inflamed tumor phenotype showed a better prognosis. Patients in WM_Score high group were related to adverse clinical outcomes, immune suppression, stromal activation, and enhanced cancer stemness, while WM_Score low group showed opposite results. The WM_Score was correlated with genetic, epigenetic alterations, and post-transcriptional modifications in GC. Low WM_Score was related to enhanced efficacy of anti-PD-1/L1 immunotherapy. Conclusions: We revealed the cross-talk of four RNA modification types and their functions in GC, providing a scoring system for GC prognosis and personalized immunotherapy predictions.
format Online
Article
Text
id pubmed-10333070
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Impact Journals
record_format MEDLINE/PubMed
spelling pubmed-103330702023-07-12 Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer Li, Zhuoqi Zhang, Xuehong Weng, Wenjie Zhang, Ge Ren, Qianwen Tian, Yuan Aging (Albany NY) Research Paper Background: RNA modifications, TME, and cancer stemness play significant roles in tumor development and immunotherapy. The study investigated cross-talk and RNA modification roles in the TME, cancer stemness, and immunotherapy of gastric cancer (GC). Methods: We applied an unsupervised clustering method to distinguish RNA modification patterns in GC. GSVA and ssGSEA algorithms were applied. The WM_Score model was constructed for evaluating the RNA modification-related subtypes. Also, we conducted an association analysis between the WM_Score and biological and clinical features in GC and explored the WM_Score model’s predictive value in immunotherapy. Results: We identified four RNA modification patterns with diverse survival and TME features. One pattern consistent with the immune-inflamed tumor phenotype showed a better prognosis. Patients in WM_Score high group were related to adverse clinical outcomes, immune suppression, stromal activation, and enhanced cancer stemness, while WM_Score low group showed opposite results. The WM_Score was correlated with genetic, epigenetic alterations, and post-transcriptional modifications in GC. Low WM_Score was related to enhanced efficacy of anti-PD-1/L1 immunotherapy. Conclusions: We revealed the cross-talk of four RNA modification types and their functions in GC, providing a scoring system for GC prognosis and personalized immunotherapy predictions. Impact Journals 2023-06-14 /pmc/articles/PMC10333070/ /pubmed/37319315 http://dx.doi.org/10.18632/aging.204802 Text en Copyright: © 2023 Li et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Li, Zhuoqi
Zhang, Xuehong
Weng, Wenjie
Zhang, Ge
Ren, Qianwen
Tian, Yuan
Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
title Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
title_full Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
title_fullStr Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
title_full_unstemmed Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
title_short Cross-talk of RNA modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
title_sort cross-talk of rna modification "writers" describes tumor stemness and microenvironment and guides personalized immunotherapy for gastric cancer
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333070/
https://www.ncbi.nlm.nih.gov/pubmed/37319315
http://dx.doi.org/10.18632/aging.204802
work_keys_str_mv AT lizhuoqi crosstalkofrnamodificationwritersdescribestumorstemnessandmicroenvironmentandguidespersonalizedimmunotherapyforgastriccancer
AT zhangxuehong crosstalkofrnamodificationwritersdescribestumorstemnessandmicroenvironmentandguidespersonalizedimmunotherapyforgastriccancer
AT wengwenjie crosstalkofrnamodificationwritersdescribestumorstemnessandmicroenvironmentandguidespersonalizedimmunotherapyforgastriccancer
AT zhangge crosstalkofrnamodificationwritersdescribestumorstemnessandmicroenvironmentandguidespersonalizedimmunotherapyforgastriccancer
AT renqianwen crosstalkofrnamodificationwritersdescribestumorstemnessandmicroenvironmentandguidespersonalizedimmunotherapyforgastriccancer
AT tianyuan crosstalkofrnamodificationwritersdescribestumorstemnessandmicroenvironmentandguidespersonalizedimmunotherapyforgastriccancer