Regulatory polymorphisms of MSH6, MSH2, FBXO11, and PPP1R21 genes affect survival of patients with immunotherapy-treated lung cancer.

IF 10.6 1区 医学 Q1 IMMUNOLOGY
Martina Esposito, Sara Noci, Francesca Minnai, Tania Camboni, Eleonora Mangano, Manuela Gariboldi, Elisa Frullanti, Claudia Bareggi, Elena Collovà, Serena Girelli, Sheila Piva, Gabriella Farina, Arianna Pagliaro, Luca Toschi, Luca Sala, Diego Luigi Cortinovis, Francesca Colombo
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引用次数: 0

Abstract

Background: Immune checkpoint inhibitors (ICI) improved survival of patients with non-small cell lung cancer (NSCLC), yet many patients do not respond to treatment. The identification of markers for ICI response remains an unmet clinical need. This study hypothesizes that host genetics influences the response to ICI, contributing to the variability in efficacy among individuals.

Methods: We conducted a genome-wide association study (GWAS) in patients with NSCLC on ICI monotherapy with nivolumab, pembrolizumab, or atezolizumab, to identify germline variants associated with objective response rate (ORR), progression-free survival (PFS), and overall survival (OS) at 24 months after the start of ICI therapy. Genomic DNA was genotyped using Axiom Precision Medicine Research Arrays. Raw data were processed with Axiom Analysis Suite, and quality checked with PLINK software. Imputation to the whole genome was done on the Michigan Imputation Server. Association analyses were performed for ORR (logistic regression with PLINK2 software) and survival (Cox proportional hazards model, with GenAbel package in R environment), with appropriate covariates. Variants were annotated for functional significance using SNPnexus and FUMA. Post-GWAS analyses, including colocalization, were performed to explore the function of the identified variants. Their possible role as expression quantitative trait loci was investigated in different databases (GTEx, eQTLGen, TCGA).

Results: No genome-wide significant associations were found for ORR or PFS, while a locus on chromosome 2 (lead variant: rs111648355) showed near genome-wide significance (p value=6.3×10⁻⁸) for OS. Patients with minor alleles of these variants exhibited significantly worse OS (HR=5.1, 95% CI: 2.9 to 9.2). Functional annotation linked these variants to regulatory effects on genes including MSH2, MSH6, PPP1R21, FBXO11, and STON1. These genes play a role in mismatch repair, endosomal trafficking, or major histocompatibility complex class II regulation, and might influence the response to immunotherapy.

Conclusions: This study identifies an association between a genomic locus on chromosome 2 and OS in patients with NSCLC treated with ICI. Although these results need validation in larger cohorts and functional studies to elucidate the underlying mechanisms, they highlight the potential of germline variants as predictive biomarkers of response to ICI.

MSH6、MSH2、FBXO11和PPP1R21基因的调控多态性影响免疫治疗肺癌患者的生存。
背景:免疫检查点抑制剂(ICI)改善了非小细胞肺癌(NSCLC)患者的生存,但许多患者对治疗没有反应。识别ICI反应的标志物仍然是一个未满足的临床需求。本研究假设宿主遗传会影响对ICI的反应,从而导致个体间疗效的差异。方法:我们对使用纳鲁单抗、派姆单抗或阿特唑单抗进行ICI单药治疗的NSCLC患者进行了一项全基因组关联研究(GWAS),以确定ICI治疗开始后24个月与客观缓解率(ORR)、无进展生存期(PFS)和总生存率(OS)相关的生殖系变异。使用Axiom精密医学研究阵列对基因组DNA进行基因分型。原始数据用Axiom Analysis Suite处理,并用PLINK软件进行质量检查。整个基因组的植入是在密歇根植入服务器上完成的。在适当的协变量下,对ORR(使用PLINK2软件进行逻辑回归)和生存率(使用Cox比例风险模型,在R环境中使用GenAbel软件包)进行关联分析。使用SNPnexus和fua对变异的功能意义进行注释。gwas后分析,包括共定位,被执行以探索识别变体的功能。在不同的数据库(GTEx, eQTLGen, TCGA)中研究了它们作为表达数量性状位点的可能作用。结果:ORR和PFS在全基因组范围内没有显著的关联,而2号染色体上的一个位点(先导变异:rs111648355)显示了OS在全基因组范围内的显著性(p值=6.3×10⁻⁸)。具有这些变异的次要等位基因的患者表现出明显较差的OS (HR=5.1, 95% CI: 2.9至9.2)。功能注释将这些变异与MSH2、MSH6、PPP1R21、FBXO11和STON1等基因的调控作用联系起来。这些基因在错配修复、内体运输或主要组织相容性复合体II类调节中发挥作用,并可能影响对免疫治疗的反应。结论:本研究确定了ICI治疗的NSCLC患者2号染色体上的基因组位点与OS之间的关联。尽管这些结果需要更大的队列验证和功能研究来阐明潜在的机制,但它们强调了种系变异作为ICI反应的预测性生物标志物的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal for Immunotherapy of Cancer
Journal for Immunotherapy of Cancer Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
17.70
自引率
4.60%
发文量
522
审稿时长
18 weeks
期刊介绍: The Journal for ImmunoTherapy of Cancer (JITC) is a peer-reviewed publication that promotes scientific exchange and deepens knowledge in the constantly evolving fields of tumor immunology and cancer immunotherapy. With an open access format, JITC encourages widespread access to its findings. The journal covers a wide range of topics, spanning from basic science to translational and clinical research. Key areas of interest include tumor-host interactions, the intricate tumor microenvironment, animal models, the identification of predictive and prognostic immune biomarkers, groundbreaking pharmaceutical and cellular therapies, innovative vaccines, combination immune-based treatments, and the study of immune-related toxicity.
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