Elucidating prognostic significance of purine metabolism in colorectal cancer through integrating data from transcriptomic, immunohistochemical, and single-cell RNA sequencing analysis.

IF 4.5 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology
Molecular Oncology Pub Date : 2025-08-01 Epub Date: 2025-02-27 DOI:10.1002/1878-0261.70010
Sungyeon Kim, Myunghee Kang, Soyeon Jeong, Jisup Kim, Kyoung Oh Kim, Won-Suk Lee, Jeong-Heum Baek, Jung Ho Kim, Seungyoon Nam
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引用次数: 0

Abstract

Colorectal cancer (CRC) is widely recognized for its high prevalence and significant mortality rates, and purine metabolism has been serving as a potential therapeutic target. However, purine metabolism has not yet been validated as a prognostic marker through immunohistochemical analysis. In this study, we utilized a combination of bulk transcriptome analysis, immunohistochemistry (IHC), and single-cell RNA sequencing (scRNA-seq) to assess the clinical relevance of purine metabolism in CRC. Low expression levels of five purine metabolism-related genes-ADSL, APRT, ADCY3, NME3, and NME6-were associated with worse prognosis in CRC patient subgroups, including wild-type TP53, mutant TP53, and microsatellite-stable phenotypes. IHC-based validation showed that NME3 expression was an independent prognostic factor, whereas ADSL and NME6 expressions were associated with clinical variables in prediction of prognosis. Notably, NME3 expression predicted a high risk in patients with early-stage CRC, while ADSL and NME6 expressions were predictive in late-stage CRC. scRNA-seq analysis showed that four genes, excluding NME6, had low expression levels in epithelial cells at the late-stage CRC. Despite the reversible nature of purine metabolism reactions, we demonstrated a consistent directional expression of these five prognostic purine metabolism-related proteins in CRC tissues. We suggest that alterations in purine metabolism could serve as a clinically useful prognostic marker in CRC.

通过整合转录组学、免疫组织化学和单细胞RNA测序分析数据,阐明结直肠癌嘌呤代谢的预后意义。
结直肠癌(CRC)因其高患病率和高死亡率而被广泛认识,嘌呤代谢已被视为潜在的治疗靶点。然而,嘌呤代谢尚未通过免疫组织化学分析证实为预后标志物。在这项研究中,我们结合了大量转录组分析、免疫组织化学(IHC)和单细胞RNA测序(scRNA-seq)来评估CRC中嘌呤代谢的临床相关性。五种嘌呤代谢相关基因(adsl、APRT、ADCY3、NME3和nme6)的低表达水平与CRC患者亚组(包括野生型TP53、突变型TP53和微卫星稳定表型)的预后较差相关。基于免疫细胞的验证表明,NME3的表达是独立的预后因素,而ADSL和NME6的表达与预测预后的临床变量相关。值得注意的是,NME3表达在早期CRC患者中预测高风险,而ADSL和NME6表达在晚期CRC患者中预测高风险。scRNA-seq分析显示,除NME6外,4个基因在晚期结直肠癌上皮细胞中表达水平较低。尽管嘌呤代谢反应具有可逆性,但我们证明了这五种预后嘌呤代谢相关蛋白在结直肠癌组织中具有一致的定向表达。我们认为嘌呤代谢的改变可以作为结直肠癌临床有用的预后标志物。
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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来源期刊
Molecular Oncology
Molecular Oncology Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
11.80
自引率
1.50%
发文量
203
审稿时长
10 weeks
期刊介绍: Molecular Oncology highlights new discoveries, approaches, and technical developments, in basic, clinical and discovery-driven translational cancer research. It publishes research articles, reviews (by invitation only), and timely science policy articles. The journal is now fully Open Access with all articles published over the past 10 years freely available.
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