Clinical features and molecular landscape of cuproptosis signature-related molecular subtype in gastric cancer

IF 23.7 Q1 MICROBIOLOGY
iMeta Pub Date : 2024-04-05 DOI:10.1002/imt2.190
Wei Chong, Huicheng Ren, Hao Chen, Kang Xu, Xingyu Zhu, Yuan Liu, Yaodong Sang, Han Li, Jin Liu, Chunshui Ye, Liang Shang, Changqing Jing, Leping Li
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引用次数: 0

Abstract

Recent studies have highlighted the biological significance of cuproptosis in disease occurrence and development. However, it remains unclear whether cuproptosis signaling also has potential impacts on tumor initiation and prognosis of gastric cancer (GC). In this study, 16 cuproptosis-related genes (CRGs) transcriptional profiles were harnessed to perform the regularized latent variable model-based clustering in GC. A cuproptosis signature risk scoring (CSRS) scheme, based on a weighted sum of principle components of the CRGs, was used to evaluate the prognosis and risk of individual tumors of GC. Four distinct cuproptosis signature-based clusters, characterized by differential expression patterns of CRGs, were identified among 1136 GC samples across three independent databases. The four clusters were also associated with different clinical outcomes and tumor immune contexture. Based on the CSRS, GC patients can be divided into CSRS-High and CSRS-Low subtypes. We found that DBT, MTF1, and ATP7A were significantly elevated in the CSRS-High subtype, while SLC31A1, GCSH, LIAS, DLAT, FDX1, DLD, and PDHA1 were increased in the CSRS-Low subtype. Patients with CSRS-Low score were characterized by prolonged survival time. Further analysis indicated that CSRS-Low score also correlated with greater tumor mutation burden (TMB) and higher mutation rates of significantly mutated genes (SMG) in GC. In addition, the CSRS-High subtype harbored more significantly amplified focal regions related to tumorigenesis (3q27.1, 12p12.1, 11q13.3, etc.) than the CSRS-Low tumors. Drug sensitivity analyses revealed the potential compounds for the treatment of gastric cancer with CSRS-High score, which were experimentally validated using GC cells. This study highlights that cuproptosis signature-based subtyping is significantly associated with different clinical features and molecular landscape of GC. Quantitative evaluation of the CSRS of individual tumors will strengthen our understanding of the occurrence and development of cuproptosis and the treatment progress of GC.

Abstract Image

胃癌杯突特征相关分子亚型的临床特征和分子图谱
最近的研究强调了杯突症在疾病发生和发展中的生物学意义。然而,杯突信号是否对胃癌(GC)的肿瘤发生和预后也有潜在影响仍不清楚。本研究利用16个杯突相关基因(CRGs)的转录谱对胃癌进行了基于正则化潜在变量模型的聚类分析。基于CRGs原理成分加权和的杯突症特征风险评分(CSRS)方案被用来评估GC单个肿瘤的预后和风险。在三个独立数据库的 1136 个 GC 样本中,发现了以 CRGs 不同表达模式为特征的四个不同的杯突症特征集群。这四个集群还与不同的临床结果和肿瘤免疫背景相关。根据 CSRS,GC 患者可分为 CSRS 高亚型和 CSRS 低亚型。我们发现,DBT、MTF1 和 ATP7A 在 CSRS-High 亚型中明显升高,而 SLC31A1、GCSH、LIAS、DLAT、FDX1、DLD 和 PDHA1 在 CSRS-Low 亚型中升高。CSRS-Low 评分患者的特点是生存时间延长。进一步分析表明,CSRS-Low 评分还与 GC 中更大的肿瘤突变负荷(TMB)和更高的显著突变基因突变率(SMG)相关。此外,与CSRS-低分肿瘤相比,CSRS-高分亚型存在更多与肿瘤发生相关的明显扩增病灶区(3q27.1、12p12.1、11q13.3等)。药物敏感性分析揭示了治疗CSRS-高分胃癌的潜在化合物,并使用GC细胞进行了实验验证。这项研究强调,基于杯突特征的亚型划分与胃癌的不同临床特征和分子图谱密切相关。对单个肿瘤的CSRS进行定量评估将加强我们对杯突症的发生、发展以及GC治疗进展的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
10.80
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0.00%
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