Cargando…

m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent

PURPOSE: Immune checkpoint blockade agents were shown to provide a survival advantage in urothelial carcinoma, while some patients got minimal benefit or side effects. Therefore, we aimed to investigate the prognostic value of m6A methylation regulators, and developed a nomogram for predicting the r...

Descripción completa

Detalles Bibliográficos
Autores principales: Kong, Jianqiu, Lu, Sihong, Zhang, Long, Yao, Yuhui, Zhang, Jie, Shen, Zefeng, Luo, Mingli, Liu, Bin, Zheng, Junjiong, Lin, Tianxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521425/
https://www.ncbi.nlm.nih.gov/pubmed/36189296
http://dx.doi.org/10.3389/fimmu.2022.1014861
_version_ 1784799834268499968
author Kong, Jianqiu
Lu, Sihong
Zhang, Long
Yao, Yuhui
Zhang, Jie
Shen, Zefeng
Luo, Mingli
Liu, Bin
Zheng, Junjiong
Lin, Tianxin
author_facet Kong, Jianqiu
Lu, Sihong
Zhang, Long
Yao, Yuhui
Zhang, Jie
Shen, Zefeng
Luo, Mingli
Liu, Bin
Zheng, Junjiong
Lin, Tianxin
author_sort Kong, Jianqiu
collection PubMed
description PURPOSE: Immune checkpoint blockade agents were shown to provide a survival advantage in urothelial carcinoma, while some patients got minimal benefit or side effects. Therefore, we aimed to investigate the prognostic value of m6A methylation regulators, and developed a nomogram for predicting the response to atezolizumab in urothelial carcinoma patients. METHODS: A total of 298 advanced urothelial carcinoma patients with response data in the IMvigor210 cohort were included. Differential expressions of 23 m6A methylation regulators in different treatment outcomes were conducted. Subsequently, a gene signature was developed in the training set using the least absolute shrinkage and selection operator (LASSO) regression. Based on the multivariable logistic regression, a nomogram was constructed by incorporating the gene signature and independent clinicopathological predictors. The performance of the nomogram was assessed by its discrimination, calibration, and clinical utility with internal validation. RESULTS: Six m6A methylation regulators, including IGF2BP1, IGF2BP3, YTHDF2, HNRNPA2B1, FMR1, and FTO, were significantly differentially expressed between the responders and non-responders. These six regulators were also significantly correlated with the treatment outcomes. Based on the LASSO regression analysis, the gene signature consisting of two selected m6A methylation regulators (FMR1 and HNRNPA2B1) was constructed and showed favorable discrimination. The nomogram integrating the gene signature, TMB, and PD-L1 expression on immune cells, showed favorable calibration and discrimination in the training set (AUC 0.768), which was confirmed in the validation set (AUC 0.755). Decision curve analysis confirmed the potential clinical usefulness of the nomogram. CONCLUSIONS: This study confirmed the prognostic value of FMR1 and HNRNPA2B1, and constructed a nomogram for individualized prediction of the response to atezolizumab in patients with urothelial carcinoma, which may aid in making treatment strategies.
format Online
Article
Text
id pubmed-9521425
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-95214252022-09-30 m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent Kong, Jianqiu Lu, Sihong Zhang, Long Yao, Yuhui Zhang, Jie Shen, Zefeng Luo, Mingli Liu, Bin Zheng, Junjiong Lin, Tianxin Front Immunol Immunology PURPOSE: Immune checkpoint blockade agents were shown to provide a survival advantage in urothelial carcinoma, while some patients got minimal benefit or side effects. Therefore, we aimed to investigate the prognostic value of m6A methylation regulators, and developed a nomogram for predicting the response to atezolizumab in urothelial carcinoma patients. METHODS: A total of 298 advanced urothelial carcinoma patients with response data in the IMvigor210 cohort were included. Differential expressions of 23 m6A methylation regulators in different treatment outcomes were conducted. Subsequently, a gene signature was developed in the training set using the least absolute shrinkage and selection operator (LASSO) regression. Based on the multivariable logistic regression, a nomogram was constructed by incorporating the gene signature and independent clinicopathological predictors. The performance of the nomogram was assessed by its discrimination, calibration, and clinical utility with internal validation. RESULTS: Six m6A methylation regulators, including IGF2BP1, IGF2BP3, YTHDF2, HNRNPA2B1, FMR1, and FTO, were significantly differentially expressed between the responders and non-responders. These six regulators were also significantly correlated with the treatment outcomes. Based on the LASSO regression analysis, the gene signature consisting of two selected m6A methylation regulators (FMR1 and HNRNPA2B1) was constructed and showed favorable discrimination. The nomogram integrating the gene signature, TMB, and PD-L1 expression on immune cells, showed favorable calibration and discrimination in the training set (AUC 0.768), which was confirmed in the validation set (AUC 0.755). Decision curve analysis confirmed the potential clinical usefulness of the nomogram. CONCLUSIONS: This study confirmed the prognostic value of FMR1 and HNRNPA2B1, and constructed a nomogram for individualized prediction of the response to atezolizumab in patients with urothelial carcinoma, which may aid in making treatment strategies. Frontiers Media S.A. 2022-09-15 /pmc/articles/PMC9521425/ /pubmed/36189296 http://dx.doi.org/10.3389/fimmu.2022.1014861 Text en Copyright © 2022 Kong, Lu, Zhang, Yao, Zhang, Shen, Luo, Liu, Zheng and Lin 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 Immunology
Kong, Jianqiu
Lu, Sihong
Zhang, Long
Yao, Yuhui
Zhang, Jie
Shen, Zefeng
Luo, Mingli
Liu, Bin
Zheng, Junjiong
Lin, Tianxin
m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent
title m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent
title_full m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent
title_fullStr m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent
title_full_unstemmed m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent
title_short m6A methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-PDL1 agent
title_sort m6a methylation regulators as predictors for treatment of advanced urothelial carcinoma with anti-pdl1 agent
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521425/
https://www.ncbi.nlm.nih.gov/pubmed/36189296
http://dx.doi.org/10.3389/fimmu.2022.1014861
work_keys_str_mv AT kongjianqiu m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT lusihong m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT zhanglong m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT yaoyuhui m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT zhangjie m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT shenzefeng m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT luomingli m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT liubin m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT zhengjunjiong m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent
AT lintianxin m6amethylationregulatorsaspredictorsfortreatmentofadvancedurothelialcarcinomawithantipdl1agent