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分析肺腺癌的免疫相关特征,确定了两种不同的亚型:对免疫检查点阻断治疗的影响。

Analysis of immune-related signatures of lung adenocarcinoma identified two distinct subtypes: implications for immune checkpoint blockade therapy.

机构信息

Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology of Tianjin, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China.

Tianjin Cancer Institute, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy of Tianjin, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China.

出版信息

Aging (Albany NY). 2020 Feb 24;12(4):3312-3339. doi: 10.18632/aging.102814.

Abstract

Immune checkpoint blockade (ICB) therapies have revolutionized the treatment of human cancers including lung adenocarcinoma (LUAD). However, our understanding of the immune subtyping of LUAD and its association with clinical response of immune checkpoint inhibitor remains incomplete. Here we performed molecular subtyping and association analysis of LUAD from the Cancer Genome Atlas (TCGA) and validated findings from TCGA cohort in 9 independent validation cohorts. We conducted consensus molecular subtyping with nonnegative matrix factorization (NMF). Potential response of ICB therapy was estimated with Tumor Immune Dysfunction and Exclusion (TIDE) algorithm. We identified 2 distinct subtypes of LUAD in TCGA cohort that were characterized by significantly different survival outcomes (i.e., high- and low-risk subtypes). The high-risk subtype was featured by lower TIDE score, upregulation of programmed death-ligand 1 () expression, and higher tumor mutation burden (TMB). The high-risk subtype also harbored significantly elevated cell cycle modulators CDK4/CDK6 and mutation. These observations were validated in 9 independent LUAD cohorts. Our findings suggest that immune checkpoint blockade therapy may be efficacious for high-risk subtype of LUAD patients.

摘要

免疫检查点阻断 (ICB) 疗法彻底改变了人类癌症的治疗方法,包括肺腺癌 (LUAD)。然而,我们对 LUAD 的免疫亚分型及其与免疫检查点抑制剂临床反应的关联的理解仍不完整。在这里,我们对癌症基因组图谱 (TCGA) 中的 LUAD 进行了分子亚分型和关联分析,并在 9 个独立验证队列中验证了 TCGA 队列的发现。我们采用非负矩阵分解 (NMF) 进行共识分子亚分型。使用肿瘤免疫功能障碍和排除 (TIDE) 算法估计 ICB 治疗的潜在反应。我们在 TCGA 队列中确定了 2 种不同的 LUAD 亚型,其生存结果明显不同(即高风险和低风险亚型)。高危亚型的 TIDE 评分较低,程序性死亡配体 1 () 表达上调,肿瘤突变负担 (TMB) 较高。高危亚型还存在明显升高的细胞周期调节剂 CDK4/CDK6 和 突变。这些观察结果在 9 个独立的 LUAD 队列中得到了验证。我们的研究结果表明,免疫检查点阻断疗法可能对 LUAD 患者的高危亚型有效。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e7fe/7066911/acdb5e241a4f/aging-12-102814-g001.jpg

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