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与转移性皮肤恶性黑色素瘤免疫治疗和靶向治疗临床结局相关的增殖和免疫反应基因特征

Proliferation and Immune Response Gene Signatures Associated with Clinical Outcome to Immunotherapy and Targeted Therapy in Metastatic Cutaneous Malignant Melanoma.

作者信息

Costa Svedman Fernanda, Das Ishani, Tuominen Rainer, Darai Ramqvist Eva, Höiom Veronica, Egyhazi Brage Suzanne

机构信息

Unit for Head and Neck, Lung, and Skin Cancer, Karolinska University Hospital, 171 76 Stockholm, Sweden.

Department of Oncology-Pathology, Karolinska Institutet, 171 64 Solna, Sweden.

出版信息

Cancers (Basel). 2022 Jul 22;14(15):3587. doi: 10.3390/cancers14153587.

DOI:10.3390/cancers14153587
PMID:35892846
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9331037/
Abstract

Targeted therapy (TT), together with immune checkpoint inhibitors (ICI), has significantly improved clinical outcomes for patients with advanced cutaneous malignant melanoma (CMM) during the last decade. However, the magnitude and the duration of response vary considerably. There is still a paucity of predictive biomarkers to identify patients who benefit most from treatment. To address this, we performed targeted transcriptomics of CMM tumors to identify biomarkers associated with clinical outcomes. Pre-treatment tumor samples from 28 patients with advanced CMM receiving TT ( = 13) or ICI ( = 15) were included in the study. Targeted RNA sequencing was performed using Ion AmpliSeq ™, followed by gene set enrichment analysis (GSEA) using MSigDB's Hallmark Gene Set Collection to identify gene expression signatures correlating with treatment outcome. The GSEA demonstrated that up-regulation of allograft rejection genes, together with down-regulation of E2F and MYC targets as well as G2M checkpoint genes, significantly correlated with longer progression-free survival on ICI while IFNγ and inflammatory response genes were associated with a better clinical outcome on TT. In conclusion, we identify novel genes and their expression signatures as potential predictive biomarkers for TT and ICI in patients with metastatic CMM, paving the way for clinical use following larger validation studies.

摘要

在过去十年中,靶向治疗(TT)与免疫检查点抑制剂(ICI)一起显著改善了晚期皮肤恶性黑色素瘤(CMM)患者的临床结局。然而,反应的程度和持续时间差异很大。目前仍然缺乏能够识别从治疗中获益最大的患者的预测性生物标志物。为了解决这个问题,我们对CMM肿瘤进行了靶向转录组学分析,以确定与临床结局相关的生物标志物。本研究纳入了28例接受TT(n = 13)或ICI(n = 15)治疗的晚期CMM患者的治疗前肿瘤样本。使用Ion AmpliSeq™进行靶向RNA测序,随后使用MSigDB的标志性基因集进行基因集富集分析(GSEA),以识别与治疗结局相关的基因表达特征。GSEA表明,同种异体移植排斥基因的上调,以及E2F和MYC靶点以及G2M检查点基因的下调,与ICI治疗后更长的无进展生存期显著相关,而IFNγ和炎症反应基因与TT治疗后的更好临床结局相关。总之,我们确定了新的基因及其表达特征,作为转移性CMM患者TT和ICI的潜在预测性生物标志物,为更大规模验证研究后的临床应用铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/7ea46660d3c7/cancers-14-03587-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/9e91123cbb28/cancers-14-03587-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/daaf19666c2d/cancers-14-03587-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/fc1b928d465b/cancers-14-03587-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/7ea46660d3c7/cancers-14-03587-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/9e91123cbb28/cancers-14-03587-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/daaf19666c2d/cancers-14-03587-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/fc1b928d465b/cancers-14-03587-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c34a/9331037/7ea46660d3c7/cancers-14-03587-g004.jpg

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