Association of Body Composition With Tumor Proteomics and Survival in Patients With Clear Cell Renal Cell Carcinoma.

Cuthbert Mario Mahenge, Rand Talal Akasheh, Xuan Nguyen, Ting-Yuan David Cheng
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Abstract

Background: Prognoses for patients with clear cell renal cell carcinoma (ccRCC) are associated with complex interactions between tumor and patient characteristics. This study investigated associations between body composition and tumor proteomics and their interaction with survival among patients with ccRCC.

Methods: Data from 178 patients in the TCGA-KIRC project were analyzed to assess adipose and skeletal muscle tissue areas at the third lumbar vertebra of diagnostic computed tomography scan images. Patients were classified into four body composition types: high muscle with low adiposity; high muscle with high adiposity; low muscle with low adiposity; and low muscle with high adiposity. Proteins with differential expression were screened for interactions with body composition type on survival. Linear regression was used to assess associations, and Cox regression models-adjusted for age, tumor stage, sex, race, and ethnicity-were utilized for survival analysis.

Results: Patients having low muscle with low adiposity exhibited worse survival than those having high muscle with high adiposity (hazard ratio, 3.74 [95% CI, 1.69-8.27]). Low muscle with low adiposity was also associated with increased expression of P-cadherin and decreased expression of DIRAS3 (P<0.05; false discovery rate-corrected P<0.1), both associated with poor survival in the entire KIRC cohort. Among patients having low muscle with high adiposity, high (vs. low) PREX1 expression was associated with 15.8-fold (95% CI, 3.08-80.78) increased mortality.

Conclusion: Body composition is associated with differential expression of proteins and survival in ccRCC. Impact: Body composition and tumor proteomics may be prognostic biomarkers and therapeutic targets in ccRCC.

透明细胞肾细胞癌患者机体组成与肿瘤蛋白质组学及生存的关系
背景:透明细胞肾细胞癌(ccRCC)患者的预后与肿瘤和患者特征之间复杂的相互作用有关。本研究调查了ccRCC患者机体组成和肿瘤蛋白质组学之间的关系及其与生存的相互作用。方法:对TCGA-KIRC项目178例患者的数据进行分析,评估诊断性计算机断层扫描图像中第三腰椎脂肪和骨骼肌组织面积。患者被分为四种身体组成类型:高肌肉低脂肪;高肌肉和高脂肪;低肌肉,低脂肪;低肌肉和高脂肪。筛选差异表达蛋白与机体组成类型对生存的相互作用。使用线性回归来评估相关性,并使用Cox回归模型-调整年龄,肿瘤分期,性别,种族和民族-进行生存分析。结果:低肌低脂患者的生存率低于高肌高脂患者(风险比,3.74 [95% CI, 1.69-8.27])。低肌肉和低脂肪也与P-cadherin表达增加和DIRAS3表达降低相关(结论:ccRCC的体成分与蛋白质的差异表达和生存有关。影响:机体组成和肿瘤蛋白质组学可能是ccRCC的预后生物标志物和治疗靶点。
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