Predicting prognosis and clinical efficacy of immune checkpoint blockade therapy via interferon-alpha response in muscle-invasive bladder cancer.

IF 2.3 4区 医学 Q3 ONCOLOGY
Bohan Fan, Xin Zheng, Yicun Wang, Xiaopeng Hu
{"title":"Predicting prognosis and clinical efficacy of immune checkpoint blockade therapy <i>via</i> interferon-alpha response in muscle-invasive bladder cancer.","authors":"Bohan Fan,&nbsp;Xin Zheng,&nbsp;Yicun Wang,&nbsp;Xiaopeng Hu","doi":"10.3389/pore.2023.1611117","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> Immune checkpoint blockade (ICB) can prompt durable and robust responses in multiple cancers, involving muscle-invasive bladder cancer (MIBC). However, only a limited fraction of patients received clinical benefit. Clarifying the determinants of response and exploring corresponding predictive biomarkers is key to improving outcomes. <b>Methods:</b> Four independent formerly published cohorts consisting of 641 MIBC patients were enrolled in this study. We first analyzed the associations between various cancer hallmarks and ICB therapy response in two immunotherapeutic cohorts to identify the leading prognostic hallmark in MIBC. Furthermore, advanced machine learning methods were performed to select robust and promising predictors from genes functioning in the above leading pathway. The predictive ability of selected genes was also validated in multiple MIBC cohorts. <b>Results:</b> We identified and verified IFNα response as the leading cancer hallmark indicating better treatment responses, favorable overall survival, and an inflamed tumor microenvironment with higher infiltration of immune effector cells in MIBC patients treated with ICB therapy. Subsequently, two commonly selected genes, <i>CXCL10</i> and <i>LAMP3</i>, implied better therapy response and the CXCL10<sup>high</sup>LAMP3<sup>high</sup> patients would benefit more from ICB therapy, which was comprehensively validated from the perspective of gene expression, clinical response, patient survival and immune features. <b>Conclusion:</b> Higher IFNα response primarily predicted better ICB therapeutic responses and reflected an inflamed microenvironment in MIBC. A composite of <i>CXCL10</i> and <i>LAMP3</i> expression could serve as promising predictive biomarkers for ICB therapeutic responses and be beneficial for clinical decision-making in MIBC.</p>","PeriodicalId":19981,"journal":{"name":"Pathology & Oncology Research","volume":"29 ","pages":"1611117"},"PeriodicalIF":2.3000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10110843/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pathology & Oncology Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/pore.2023.1611117","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Immune checkpoint blockade (ICB) can prompt durable and robust responses in multiple cancers, involving muscle-invasive bladder cancer (MIBC). However, only a limited fraction of patients received clinical benefit. Clarifying the determinants of response and exploring corresponding predictive biomarkers is key to improving outcomes. Methods: Four independent formerly published cohorts consisting of 641 MIBC patients were enrolled in this study. We first analyzed the associations between various cancer hallmarks and ICB therapy response in two immunotherapeutic cohorts to identify the leading prognostic hallmark in MIBC. Furthermore, advanced machine learning methods were performed to select robust and promising predictors from genes functioning in the above leading pathway. The predictive ability of selected genes was also validated in multiple MIBC cohorts. Results: We identified and verified IFNα response as the leading cancer hallmark indicating better treatment responses, favorable overall survival, and an inflamed tumor microenvironment with higher infiltration of immune effector cells in MIBC patients treated with ICB therapy. Subsequently, two commonly selected genes, CXCL10 and LAMP3, implied better therapy response and the CXCL10highLAMP3high patients would benefit more from ICB therapy, which was comprehensively validated from the perspective of gene expression, clinical response, patient survival and immune features. Conclusion: Higher IFNα response primarily predicted better ICB therapeutic responses and reflected an inflamed microenvironment in MIBC. A composite of CXCL10 and LAMP3 expression could serve as promising predictive biomarkers for ICB therapeutic responses and be beneficial for clinical decision-making in MIBC.

Abstract Image

Abstract Image

Abstract Image

通过干扰素- α反应预测免疫检查点阻断治疗在肌肉浸润性膀胱癌中的预后和临床疗效。
背景:免疫检查点阻断(ICB)可以促进包括肌肉浸润性膀胱癌(MIBC)在内的多种癌症的持久和强大的应答。然而,只有一小部分患者获得了临床益处。明确反应的决定因素和探索相应的预测性生物标志物是改善结果的关键。方法:四个独立的先前发表的队列,包括641例MIBC患者纳入本研究。我们首先分析了两个免疫治疗队列中各种癌症标志与ICB治疗反应之间的关系,以确定MIBC的主要预后标志。此外,采用先进的机器学习方法从上述主要途径中起作用的基因中选择稳健且有希望的预测因子。所选基因的预测能力也在多个MIBC队列中得到验证。结果:我们确定并验证了IFNα反应作为主要的癌症标志,表明在接受ICB治疗的MIBC患者中,有更好的治疗反应,有利的总生存期,以及炎症的肿瘤微环境和更高的免疫效应细胞浸润。随后,常用的两个基因CXCL10和LAMP3暗示了更好的治疗反应,cxcl10highlamp3高的患者将从ICB治疗中获益更多,这从基因表达、临床反应、患者生存和免疫特征等方面得到了综合验证。结论:较高的IFNα反应主要预示着更好的ICB治疗反应,并反映了MIBC的炎症微环境。CXCL10和LAMP3的复合表达可以作为ICB治疗反应的有希望的预测性生物标志物,并有助于MIBC的临床决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.30
自引率
0.00%
发文量
134
审稿时长
4-8 weeks
期刊介绍: Pathology & Oncology Research (POR) is an interdisciplinary Journal at the interface of pathology and oncology including the preclinical and translational research, diagnostics and therapy. Furthermore, POR is an international forum for the rapid communication of reviews, original research, critical and topical reports with excellence and novelty. Published quarterly, POR is dedicated to keeping scientists informed of developments on the selected biomedical fields bridging the gap between basic research and clinical medicine. It is a special aim for POR to promote pathological and oncological publishing activity of colleagues in the Central and East European region. The journal will be of interest to pathologists, and a broad range of experimental and clinical oncologists, and related experts. POR is supported by an acknowledged international advisory board and the Arányi Fundation for modern pathology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信