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长非编码 RNA 生物标志物与癌症患者临床免疫亚型的关联及其对免疫治疗反应的预测。

Association of Long Noncoding RNA Biomarkers With Clinical Immune Subtype and Prediction of Immunotherapy Response in Patients With Cancer.

机构信息

Department of Medical Oncology, Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.

Guangdong Medical University, Zhanjiang, China.

出版信息

JAMA Netw Open. 2020 Apr 1;3(4):e202149. doi: 10.1001/jamanetworkopen.2020.2149.

Abstract

IMPORTANCE

Long noncoding RNAs (lncRNAs) are involved in innate and adaptive immunity in cancer by mediating the functional state of immunologic cells, pathways, and genes. However, whether lncRNAs are associated with immune molecular classification and clinical outcomes of cancer immunotherapy is largely unknown.

OBJECTIVES

To explore lncRNA-based immune subtypes associated with survival and response to cancer immunotherapy and to present a novel lncRNA score for immunotherapy prediction using computational algorithms.

DESIGN, SETTING, AND PARTICIPANTS: In this cohort study, an individual patient analysis based on a phase 2, single-arm clinical trial and multicohort was performed from June 25 through September 30, 2019. Data are from the phase 2 IMvigor210 trial and from The Cancer Genome Atlas (TCGA). The study analyzed lncRNA and genomic data of 348 patients with bladder cancer from the IMvigor210 trial and 71 patients with melanoma from TCGA who were treated with immunotherapy. In addition, a pancancer multicohort that included 2951 patients was obtained from TCGA.

MAIN OUTCOMES AND MEASURES

The primary end point was overall survival (OS).

RESULTS

Among 348 patients from the IMvigor210 trial (272 [78.2%] male) and 71 patients with melanoma from TCGA (mean [SD] age, 58.3 [13.4] years; 37 [52.1%] female), 4 distinct classes with statistically significant differences in OS (median months, not reached vs 9.6 vs 8.1 vs 6.7 months; P = .002) were identified. The greatest OS benefit was obtained in the immune-active class, as characterized by the immune-functional lncRNA signature and high CTL infiltration. Patients with low vs high lncRNA scores had statistically significantly longer OS (hazard ratio, 0.32; 95% CI, 0.24-0.42; P < .001) in the IMvigor210 trial and across various cancer types. The lncRNA score was associated with immunotherapeutic OS benefit in the IMvigor210 trial cohort (area under the curve [AUC], 0.79 at 12 months and 0.77 at 20 months) and in TCGA melanoma cohort (AUC, 0.87 at 24 months), superior tumor alteration burden, programmed cell death ligand 1 (PD-L1) expression, and cytotoxic T-lymphocyte (CTL) infiltration. Addition of the lncRNA score to the combination of tumor alteration burden, PD-L1 expression, and CTL infiltration to build a novel multiomics algorithm correlated more strongly with OS in the IMvigor210 trial cohort (AUC, 0.81 at 12 months and 0.80 at 20 months).

CONCLUSIONS AND RELEVANCE

This study identifies novel lncRNA-based immune classes in cancer immunotherapy and recommends immunotherapy for patients in the immune-active class. In addition, the study recommends that the lncRNA score should be integrated into multiomic panels for precision immunotherapy.

摘要

摘要:长链非编码 RNA(lncRNA)通过调节免疫细胞、途径和基因的功能状态,参与癌症的固有和适应性免疫。然而,lncRNA 是否与癌症免疫治疗的免疫分子分类和临床结局相关,在很大程度上尚不清楚。

目的:探讨与癌症免疫治疗的生存和反应相关的基于 lncRNA 的免疫亚型,并使用计算算法提出一种新的 lncRNA 评分用于免疫治疗预测。

设计、地点和参与者:在这项基于 2 期单臂临床试验和多队列的患者个体分析研究中,我们于 2019 年 6 月 25 日至 9 月 30 日进行了分析。数据来自 2 期 IMvigor210 试验和癌症基因组图谱(TCGA)。该研究分析了来自 IMvigor210 试验的 348 例膀胱癌患者和 TCGA 的 71 例黑色素瘤患者的 lncRNA 和基因组数据,这些患者接受了免疫治疗。此外,还从 TCGA 获得了一个包含 2951 例患者的泛癌多队列。

主要结局和测量:主要终点是总生存期(OS)。

结果:在来自 IMvigor210 试验的 348 例患者(272 [78.2%] 例男性)和 TCGA 的 71 例黑色素瘤患者(平均[标准差]年龄,58.3 [13.4] 岁;37 [52.1%] 例女性)中,确定了 4 个具有统计学意义的不同 OS 类别(中位无进展生存期,未达到 vs 9.6 vs 8.1 vs 6.7 个月;P = .002)。具有免疫功能的 lncRNA 特征和高 CTL 浸润的免疫活跃类别的 OS 获益最大。在 IMvigor210 试验和各种癌症类型中,低 lncRNA 评分与高 lncRNA 评分的患者的 OS 明显更长(风险比,0.32;95%CI,0.24-0.42;P < .001)。lncRNA 评分与 IMvigor210 试验队列的免疫治疗 OS 获益相关(AUC,12 个月时为 0.79,20 个月时为 0.77)和 TCGA 黑色素瘤队列(AUC,24 个月时为 0.87),与肿瘤改变负担、程序性死亡配体 1(PD-L1)表达和细胞毒性 T 淋巴细胞(CTL)浸润相关。将 lncRNA 评分与肿瘤改变负担、PD-L1 表达和 CTL 浸润相结合,构建一种新的多组学算法,与 IMvigor210 试验队列的 OS 相关性更强(AUC,12 个月时为 0.81,20 个月时为 0.80)。

结论和相关性:本研究鉴定了癌症免疫治疗中新型基于 lncRNA 的免疫亚型,并建议对免疫活跃类别的患者进行免疫治疗。此外,该研究建议将 lncRNA 评分纳入多组学面板,以进行精准免疫治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b0f/7139278/97f2a007cb02/jamanetwopen-3-e202149-g001.jpg

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