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蛋白质基因组学特征鉴定出EGFR和ALK野生型非吸烟肺腺癌的临床亚组。

Proteogenomic characterization identifies clinical subgroups in EGFR and ALK wild-type never-smoker lung adenocarcinoma.

作者信息

Kim Hyondeog, Lee Wonyeop, Kim Youngwook, Lee Sang-Jin, Choi Wonyoung, Lee Geon Kook, Park Seung-Jin, Ju Shinyeong, Kim Seon-Young, Lee Cheolju, Han Ji-Youn

机构信息

Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea.

Anticancer Resistance Branch, Research Institute of National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea.

出版信息

Exp Mol Med. 2024 Sep;56(9):2082-2095. doi: 10.1038/s12276-024-01320-0. Epub 2024 Sep 19.

Abstract

Patients with lung adenocarcinoma who have never smoked (NSLA) and lack key driver mutations, such as those in the EGFR and ALK genes, face limited options for targeted therapies. They also tend to have poorer outcomes with immune checkpoint inhibitors than lung cancer patients who have a history of smoking. The proteogenomic profile of nonsmoking lung adenocarcinoma patients without these oncogenic driver mutations is poorly understood, which complicates the precise molecular classification of these cancers and highlights a significant area of unmet clinical need. This study analyzed the genome, transcriptome, and LC‒MS/MS-TMT-driven proteome data of tumors obtained from 99 Korean never-smoker lung adenocarcinoma patients. NSLA tumors without EGFR or ALK driver oncogenes were classified into four proteogenomic subgroups: proliferation, angiogenesis, immune, and metabolism subgroups. These 4 molecular subgroups were strongly associated with distinct clinical outcomes. The proliferation and angiogenesis subtypes were associated with a poorer prognosis, while the immune subtype was associated with the most favorable outcome, which was validated in an external lung cancer dataset. Genomic-wide impacts were analyzed, and significant correlations were found between copy number alterations and both the transcriptome and proteome for several genes, with enrichment in the ERBB, neurotrophin, insulin, and MAPK signaling pathways. Proteogenomic analyses suggested several targetable genes and proteins, including CDKs and ATR, as potential therapeutic targets in the proliferation subgroup. Upregulated cytokines, such as CCL5 and CXCL13, in the immune subgroup may serve as potential targets for combination immunotherapy. Our comprehensive proteogenomic analysis revealed the molecular subtypes of EGFR- and ALK-wild-type NSLA with significant unmet clinical needs.

摘要

从未吸烟的肺腺癌患者(NSLA)且缺乏关键驱动基因突变,如表皮生长因子受体(EGFR)和间变性淋巴瘤激酶(ALK)基因中的突变,面临的靶向治疗选择有限。与有吸烟史的肺癌患者相比,他们使用免疫检查点抑制剂的疗效往往更差。对于没有这些致癌驱动基因突变的不吸烟肺腺癌患者的蛋白质基因组概况了解甚少,这使得这些癌症的精确分子分类变得复杂,并凸显了一个重大的未满足临床需求领域。本研究分析了从99例韩国从未吸烟的肺腺癌患者身上获取的肿瘤的基因组、转录组以及液相色谱-串联质谱(LC-MS/MS)-串联质量标签(TMT)驱动的蛋白质组数据。没有EGFR或ALK驱动癌基因的NSLA肿瘤被分为四个蛋白质基因组亚组:增殖亚组、血管生成亚组、免疫亚组和代谢亚组。这4个分子亚组与截然不同的临床结果密切相关。增殖和血管生成亚型与较差的预后相关,而免疫亚型与最有利的结果相关,这在一个外部肺癌数据集中得到了验证。分析了全基因组影响,发现几个基因的拷贝数改变与转录组和蛋白质组之间存在显著相关性,在内皮生长因子受体(ERBB)、神经营养因子、胰岛素和丝裂原活化蛋白激酶(MAPK)信号通路中富集。蛋白质基因组分析提出了几个可靶向的基因和蛋白质,包括细胞周期蛋白依赖性激酶(CDKs)和共济失调毛细血管扩张症突变基因(ATR),作为增殖亚组中的潜在治疗靶点。免疫亚组中上调的细胞因子,如趋化因子配体5(CCL5)和CXC趋化因子13(CXCL13),可能作为联合免疫治疗的潜在靶点。我们全面的蛋白质基因组分析揭示了EGFR和ALK野生型NSLA的分子亚型,存在重大未满足的临床需求。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/153f/11446976/31d4b5f84562/12276_2024_1320_Fig1_HTML.jpg

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