Esposito Martina, Noci Sara, Minnai Francesca, Camboni Tania, Mangano Eleonora, Gariboldi Manuela, Frullanti Elisa, Bareggi Claudia, Collovà Elena, Girelli Serena, Piva Sheila, Farina Gabriella, Pagliaro Arianna, Toschi Luca, Sala Luca, Cortinovis Diego Luigi, Colombo Francesca
Institute for Biomedical Technologies, National Research Council, Segrate, MI, Italy.
Department of Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
J Immunother Cancer. 2025 Sep 1;13(9):e011526. doi: 10.1136/jitc-2025-011526.
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.
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).
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 , , , , and . These genes play a role in mismatch repair, endosomal trafficking, or major histocompatibility complex class II regulation, and might influence the response to immunotherapy.
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.
免疫检查点抑制剂(ICI)改善了非小细胞肺癌(NSCLC)患者的生存率,但许多患者对治疗无反应。确定ICI反应的标志物仍然是一项未满足的临床需求。本研究假设宿主基因影响对ICI的反应,导致个体间疗效存在差异。
我们对接受纳武单抗、帕博利珠单抗或阿特珠单抗单药ICI治疗的NSCLC患者进行了全基因组关联研究(GWAS),以确定与ICI治疗开始后24个月时的客观缓解率(ORR)、无进展生存期(PFS)和总生存期(OS)相关的种系变异。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分析套件处理,并用PLINK软件进行质量检查。在密歇根基因填充服务器上进行全基因组填充。对ORR(使用PLINK2软件进行逻辑回归)和生存期(Cox比例风险模型,在R环境中使用GenAbel包)进行关联分析,并纳入适当的协变量。使用SNPnexus和FUMA对变异进行功能意义注释。进行GWAS后分析,包括共定位分析,以探索已鉴定变异的功能。在不同数据库(GTEx、eQTLGen、TCGA)中研究它们作为表达数量性状位点的可能作用。
未发现ORR或PFS有全基因组显著关联,而2号染色体上的一个位点(先导变异:rs111648355)对OS显示出接近全基因组显著性(p值 = 6.3×10⁻⁸)。携带这些变异次要等位基因的患者OS显著更差(HR = 5.1,95%CI:2.9至9.2)。功能注释将这些变异与对包括 、 、 、 和 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类调控中起作用,可能影响免疫治疗反应。
本研究确定了2号染色体上的一个基因组位点与接受ICI治疗的NSCLC患者的OS之间存在关联。尽管这些结果需要在更大队列和功能研究中进行验证以阐明潜在机制,但它们突出了种系变异作为ICI反应预测生物标志物的潜力。