DNA甲基化状态根据免疫特征对胸膜间皮瘤细胞进行分类:对表观遗传精准治疗的意义

Maria Fortunata Lofiego, Rossella Tufano, Emma Bello, Laura Solmonese, Francesco Marzani, Francesca Piazzini, Fabrizio Celesti, Francesca Pia Caruso, Teresa Maria Rosaria Noviello, Roberta Mortarini, Andrea Anichini, Michele Ceccarelli, Luana Calabro', Michele Maio, Sandra Coral, Anna Maria Di Giacomo, Alessia Covre
{"title":"DNA甲基化状态根据免疫特征对胸膜间皮瘤细胞进行分类:对表观遗传精准治疗的意义","authors":"Maria Fortunata Lofiego, Rossella Tufano, Emma Bello, Laura Solmonese, Francesco Marzani, Francesca Piazzini, Fabrizio Celesti, Francesca Pia Caruso, Teresa Maria Rosaria Noviello, Roberta Mortarini, Andrea Anichini, Michele Ceccarelli, Luana Calabro', Michele Maio, Sandra Coral, Anna Maria Di Giacomo, Alessia Covre","doi":"10.1101/2024.08.08.607174","DOIUrl":null,"url":null,"abstract":"Background: co-targeting of immune checkpoint inhibitors (ICI) CTLA-4 and PD-1 has recently become the new first-line standard of care therapy of pleural mesothelioma (PM) patients, with a significant improvement of overall survival over conventional chemotherapy. The analysis by tumor histotype demonstrated a greater efficacy of ICI therapy in non-epithelioid (non-E) vs. epithelioid (E) PM; although some E PM patients also benefit from treatment. This evidence suggests that molecular tumor features, beyond histotype, could be relevant to improve the efficacy of ICI therapy in PM. Among these, tumor DNA methylation emerges as a promising factor to explore, due to its potential role in driving the immune phenotype of cancer cells. Thus, we utilized a panel of cultured PM cells of different histotype, to provide preclinical evidence supporting the role of the tumor methylation landscape and of its pharmacologic modulation, to prospectively improve the efficacy of ICI therapy of PM patients.\nMethods: the methylome profile (EPIC array) of distinct E (#5) and non-E (#9) PM cell lines was analyzed, followed by integrated analysis with their associated transcriptomic profile (Clariom S array), before and after in vitro treatment with the DNA hypomethylating agent (DHA) guadecitabine. The most variable methylated probes were selected to calculate the methylation score (CIMP index) for each cell line at baseline. Genes that were differentially expressed and methylated were then selected for gene ontology analysis.\nResults: the CIMP index stratified PM cell lines in two distinct classes, CIMP (hyper-methylated; #7) and LOW (hypo-methylated; #7), regardless of their E or non-E histotype. Integrated analyses of methylome and transcriptome data revealed that CIMP PM cells had a substantial number of hyper-methylated, silenced genes, which negatively impacted their immune phenotype compared to LOW PM cells. Treatment with DHA reverted the methylation-driven immune-compromised profile of CIMP PM cells and enhanced the constitutive immune-favorable profile of LOW PM cells.\nConclusion: the study highlighted the relevance of DNA methylation in shaping the constitutive immune classification of PM cells, that is independent from their histological subtypes. The identified role of DHA in shifting the phenotype of PM cells towards an immune-favorable state supports its role in clinical trials of precision epigenetic therapy combined with ICI.","PeriodicalId":501233,"journal":{"name":"bioRxiv - Cancer Biology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DNA methylation status classifies pleural mesothelioma cells according to their immune profile: implication for precision epigenetic therapy\",\"authors\":\"Maria Fortunata Lofiego, Rossella Tufano, Emma Bello, Laura Solmonese, Francesco Marzani, Francesca Piazzini, Fabrizio Celesti, Francesca Pia Caruso, Teresa Maria Rosaria Noviello, Roberta Mortarini, Andrea Anichini, Michele Ceccarelli, Luana Calabro', Michele Maio, Sandra Coral, Anna Maria Di Giacomo, Alessia Covre\",\"doi\":\"10.1101/2024.08.08.607174\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background: co-targeting of immune checkpoint inhibitors (ICI) CTLA-4 and PD-1 has recently become the new first-line standard of care therapy of pleural mesothelioma (PM) patients, with a significant improvement of overall survival over conventional chemotherapy. The analysis by tumor histotype demonstrated a greater efficacy of ICI therapy in non-epithelioid (non-E) vs. epithelioid (E) PM; although some E PM patients also benefit from treatment. This evidence suggests that molecular tumor features, beyond histotype, could be relevant to improve the efficacy of ICI therapy in PM. Among these, tumor DNA methylation emerges as a promising factor to explore, due to its potential role in driving the immune phenotype of cancer cells. Thus, we utilized a panel of cultured PM cells of different histotype, to provide preclinical evidence supporting the role of the tumor methylation landscape and of its pharmacologic modulation, to prospectively improve the efficacy of ICI therapy of PM patients.\\nMethods: the methylome profile (EPIC array) of distinct E (#5) and non-E (#9) PM cell lines was analyzed, followed by integrated analysis with their associated transcriptomic profile (Clariom S array), before and after in vitro treatment with the DNA hypomethylating agent (DHA) guadecitabine. The most variable methylated probes were selected to calculate the methylation score (CIMP index) for each cell line at baseline. Genes that were differentially expressed and methylated were then selected for gene ontology analysis.\\nResults: the CIMP index stratified PM cell lines in two distinct classes, CIMP (hyper-methylated; #7) and LOW (hypo-methylated; #7), regardless of their E or non-E histotype. Integrated analyses of methylome and transcriptome data revealed that CIMP PM cells had a substantial number of hyper-methylated, silenced genes, which negatively impacted their immune phenotype compared to LOW PM cells. Treatment with DHA reverted the methylation-driven immune-compromised profile of CIMP PM cells and enhanced the constitutive immune-favorable profile of LOW PM cells.\\nConclusion: the study highlighted the relevance of DNA methylation in shaping the constitutive immune classification of PM cells, that is independent from their histological subtypes. The identified role of DHA in shifting the phenotype of PM cells towards an immune-favorable state supports its role in clinical trials of precision epigenetic therapy combined with ICI.\",\"PeriodicalId\":501233,\"journal\":{\"name\":\"bioRxiv - Cancer Biology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"bioRxiv - Cancer Biology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.08.08.607174\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"bioRxiv - Cancer Biology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.08.08.607174","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:最近,免疫检查点抑制剂(ICI)CTLA-4和PD-1联合靶向治疗已成为胸膜间皮瘤(PM)患者新的一线标准治疗方法,与传统化疗相比,总生存期显著改善。按肿瘤组织型进行的分析表明,ICI疗法对非上皮样(non-E)PM与上皮样(E)PM的疗效更高;尽管一些E型PM患者也能从治疗中获益。这些证据表明,除组织型外,肿瘤分子特征也可能与提高骨髓增生异常综合征的疗效有关。其中,肿瘤DNA甲基化因其在驱动癌细胞免疫表型中的潜在作用而成为一个值得探讨的因素。因此,我们利用一组不同组织型的培养 PM 细胞,提供临床前证据支持肿瘤甲基化景观及其药物调节的作用,以前瞻性地提高 PM 患者 ICI 治疗的疗效。方法:在DNA低甲基化剂(DHA)瓜地他滨体外治疗前后,对不同的E型(5号)和非E型(9号)PM细胞系的甲基组图谱(EPIC阵列)进行分析,然后与相关的转录组图谱(Clariom S阵列)进行整合分析。选择甲基化变化最大的探针来计算每个细胞系基线时的甲基化得分(CIMP 指数)。结果:CIMP指数将PM细胞系分为两个不同的等级,即CIMP(甲基化水平过高;7号)和LOW(甲基化水平过低;7号),无论其组织型为E型或非E型。对甲基组和转录组数据的综合分析表明,CIMP PM 细胞有大量高甲基化、沉默的基因,与 LOW PM 细胞相比,这对它们的免疫表型产生了负面影响。结论:该研究强调了DNA甲基化在形成PM细胞的组成性免疫分类中的相关性,这种分类与PM细胞的组织学亚型无关。已确定的 DHA 在将 PM 细胞表型转变为免疫有利状态方面的作用支持其在结合 ICI 的精准表观遗传疗法的临床试验中发挥作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DNA methylation status classifies pleural mesothelioma cells according to their immune profile: implication for precision epigenetic therapy
Background: co-targeting of immune checkpoint inhibitors (ICI) CTLA-4 and PD-1 has recently become the new first-line standard of care therapy of pleural mesothelioma (PM) patients, with a significant improvement of overall survival over conventional chemotherapy. The analysis by tumor histotype demonstrated a greater efficacy of ICI therapy in non-epithelioid (non-E) vs. epithelioid (E) PM; although some E PM patients also benefit from treatment. This evidence suggests that molecular tumor features, beyond histotype, could be relevant to improve the efficacy of ICI therapy in PM. Among these, tumor DNA methylation emerges as a promising factor to explore, due to its potential role in driving the immune phenotype of cancer cells. Thus, we utilized a panel of cultured PM cells of different histotype, to provide preclinical evidence supporting the role of the tumor methylation landscape and of its pharmacologic modulation, to prospectively improve the efficacy of ICI therapy of PM patients. Methods: the methylome profile (EPIC array) of distinct E (#5) and non-E (#9) PM cell lines was analyzed, followed by integrated analysis with their associated transcriptomic profile (Clariom S array), before and after in vitro treatment with the DNA hypomethylating agent (DHA) guadecitabine. The most variable methylated probes were selected to calculate the methylation score (CIMP index) for each cell line at baseline. Genes that were differentially expressed and methylated were then selected for gene ontology analysis. Results: the CIMP index stratified PM cell lines in two distinct classes, CIMP (hyper-methylated; #7) and LOW (hypo-methylated; #7), regardless of their E or non-E histotype. Integrated analyses of methylome and transcriptome data revealed that CIMP PM cells had a substantial number of hyper-methylated, silenced genes, which negatively impacted their immune phenotype compared to LOW PM cells. Treatment with DHA reverted the methylation-driven immune-compromised profile of CIMP PM cells and enhanced the constitutive immune-favorable profile of LOW PM cells. Conclusion: the study highlighted the relevance of DNA methylation in shaping the constitutive immune classification of PM cells, that is independent from their histological subtypes. The identified role of DHA in shifting the phenotype of PM cells towards an immune-favorable state supports its role in clinical trials of precision epigenetic therapy combined with ICI.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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