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绘制对自身免疫性疾病和癌症具有相反作用的遗传变异图谱,可识别与抗肿瘤免疫反应相关的候选药物靶点。

Mapping inherited genetic variation with opposite effects on autoimmune disease and cancer identifies candidate drug targets associated with the anti-tumor immune response.

作者信息

Chen Junyu, Epstein Michael P, Schildkraut Joellen M, Kar Siddhartha P

机构信息

Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.

Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA, USA.

出版信息

medRxiv. 2023 Dec 28:2023.12.23.23300491. doi: 10.1101/2023.12.23.23300491.

Abstract

BACKGROUND

Germline alleles near genes that encode certain immune checkpoints () are associated with autoimmune/autoinflammatory disease and cancer but in opposite directions. This motivates a systematic search for additional germline alleles which demonstrate this pattern with the aim of identifying potential cancer immunotherapeutic targets using human genetic evidence.

METHODS

Pairwise fixed effect cross-disorder meta-analyses combining genome-wide association studies (GWAS) for breast, prostate, ovarian and endometrial cancers (240,540 cases/317,000 controls) and seven autoimmune/autoinflammatory diseases (112,631 cases/895,386 controls) coupled with follow-up. To ensure detection of alleles with opposite effects on cancer and autoimmune/autoinflammatory disease, the signs on the beta coefficients in the autoimmune/autoinflammatory GWAS were reversed prior to meta-analyses.

RESULTS

Meta-analyses followed by linkage disequilibrium clumping identified 312 unique, independent lead variants with P<5x10 associated with at least one of the cancer types at P<10 and one of the autoimmune/autoinflammatory diseases at P<10. At each lead variant, the allele that conferred autoimmune/autoinflammatory disease risk was protective for cancer. Mapping each lead variant to its nearest gene as its putative functional target and focusing on genes with established immunological effects implicated 32 of the nearest genes. Tumor bulk RNA-Seq data highlighted that the tumor expression of 5/32 genes () were each strongly correlated (Spearman's ρ>0.5) with at least one intra-tumor T/myeloid cell infiltration marker () in every one of the cancer types. Tumor single-cell RNA-Seq data from all cancer types showed that the five genes were more likely to be expressed in intra-tumor immune versus malignant cells. The five lead SNPs corresponding to these genes were linked to them via expression quantitative trait locus mechanisms and at least one additional line of functional evidence. Proteins encoded by the genes were predicted to be druggable.

CONCLUSION

We provide population-scale germline genetic and functional genomic evidence to support further evaluation of the proteins encoded by , and as possible targets for cancer immunotherapy.

摘要

背景

编码某些免疫检查点()的基因附近的种系等位基因与自身免疫/自身炎症性疾病和癌症相关,但方向相反。这促使我们系统地寻找其他显示这种模式的种系等位基因,目的是利用人类遗传证据确定潜在的癌症免疫治疗靶点。

方法

采用成对固定效应跨疾病荟萃分析,将乳腺癌、前列腺癌、卵巢癌和子宫内膜癌的全基因组关联研究(GWAS)(240,540例/317,000例对照)与七种自身免疫/自身炎症性疾病(112,631例/895,386例对照)相结合,并进行后续研究。为确保检测到对癌症和自身免疫/自身炎症性疾病有相反作用的等位基因,在荟萃分析之前,将自身免疫/自身炎症性GWAS中β系数的符号反转。

结果

荟萃分析后进行连锁不平衡聚类,确定了312个独特的、独立的先导变异,其P<5x10与至少一种癌症类型相关(P<10),与至少一种自身免疫/自身炎症性疾病相关(P<10)。在每个先导变异处,赋予自身免疫/自身炎症性疾病风险的等位基因对癌症具有保护作用。将每个先导变异映射到其最接近的基因作为其假定的功能靶点,并关注具有既定免疫效应的基因,涉及32个最接近的基因。肿瘤批量RNA测序数据突出显示,5/32个基因()的肿瘤表达在每种癌症类型中均与至少一种肿瘤内T/髓样细胞浸润标志物()强烈相关(斯皮尔曼ρ>0.5)。来自所有癌症类型的肿瘤单细胞RNA测序数据表明,这五个基因在肿瘤内免疫细胞与恶性细胞中更有可能表达。与这些基因对应的五个先导单核苷酸多态性通过表达数量性状位点机制以及至少一条额外的功能证据线与它们相关联。这些基因编码的蛋白质预计是可成药的。

结论

我们提供了群体规模的种系遗传和功能基因组学证据,以支持进一步评估由、和编码的蛋白质作为癌症免疫治疗的可能靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b97/10793537/2acf37f8eb92/nihpp-2023.12.23.23300491v1-f0001.jpg

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