Department of Cancer Biology and.
Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.
J Clin Invest. 2021 Jan 4;131(1). doi: 10.1172/JCI140522.
BACKGROUNDClear cell renal cell carcinoma (ccRCC) is the most common histologically defined renal cancer. However, it is not a uniform disease and includes several genetic subtypes with different prognoses. ccRCC is also characterized by distinctive metabolic reprogramming. Tobacco smoking (TS) is an established risk factor for ccRCC, with unknown effects on tumor pathobiology.METHODSWe investigated the landscape of ccRCCs and paired normal kidney tissues using integrated transcriptomic, metabolomic, and metallomic approaches in a cohort of white males who were long-term current smokers (LTS) or were never smokers (NS).RESULTSAll 3 Omics domains consistently identified a distinct metabolic subtype of ccRCCs in LTS, characterized by activation of oxidative phosphorylation (OXPHOS) coupled with reprogramming of the malate-aspartate shuttle and metabolism of aspartate, glutamate, glutamine, and histidine. Cadmium, copper, and inorganic arsenic accumulated in LTS tumors, showing redistribution among intracellular pools, including relocation of copper into the cytochrome c oxidase complex. A gene expression signature based on the LTS metabolic subtype provided prognostic stratification of The Cancer Genome Atlas ccRCC tumors that was independent of genomic alterations.CONCLUSIONThe work identified the TS-related metabolic subtype of ccRCC with vulnerabilities that can be exploited for precision medicine approaches targeting metabolic pathways. The results provided rationale for the development of metabolic biomarkers with diagnostic and prognostic applications using evaluation of OXPHOS status. The metallomic analysis revealed the role of disrupted metal homeostasis in ccRCC, highlighting the importance of studying effects of metals from e-cigarettes and environmental exposures.FUNDINGDepartment of Defense, Veteran Administration, NIH, ACS, and University of Cincinnati Cancer Institute.
透明细胞肾细胞癌 (ccRCC) 是最常见的组织学定义的肾癌。然而,它不是一种均匀的疾病,包括几种具有不同预后的遗传亚型。ccRCC 还具有独特的代谢重编程特征。吸烟(TS)是 ccRCC 的既定危险因素,但对肿瘤病理生物学的影响尚不清楚。
我们使用长期当前吸烟者 (LTS) 或从不吸烟者 (NS) 的白人男性队列中的综合转录组学、代谢组学和金属组学方法,研究了 ccRCC 及其配对的正常肾脏组织的情况。
所有 3 个 Omics 领域都一致地确定了 LTS 中 ccRCC 的独特代谢亚型,其特征是氧化磷酸化 (OXPHOS) 的激活,同时伴随着苹果酸-天冬氨酸穿梭和天冬氨酸、谷氨酸、谷氨酰胺和组氨酸代谢的重编程。镉、铜和无机砷在 LTS 肿瘤中积累,显示出细胞内池之间的重新分布,包括将铜重新定位到细胞色素 c 氧化酶复合物中。基于 LTS 代谢亚型的基因表达特征为癌症基因组图谱 ccRCC 肿瘤提供了预后分层,这与基因组改变无关。
该研究确定了与 TS 相关的 ccRCC 代谢亚型,具有可用于靶向代谢途径的精准医学方法的弱点。该结果为使用 OXPHOS 状态评估开发具有诊断和预后应用的代谢生物标志物提供了依据。金属组学分析揭示了金属稳态失调在 ccRCC 中的作用,突出了研究电子烟和环境暴露金属影响的重要性。
国防部、退伍军人事务部、NIH、美国癌症协会和辛辛那提大学癌症研究所。