Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, USA.
Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, USA.
Sci Rep. 2024 Feb 21;14(1):4294. doi: 10.1038/s41598-024-54560-5.
Deleterious effects of environmental exposures may contribute to the rising incidence of early-onset colorectal cancer (eoCRC). We assessed the metabolomic differences between patients with eoCRC, average-onset CRC (aoCRC), and non-CRC controls, to understand pathogenic mechanisms. Patients with stage I-IV CRC and non-CRC controls were categorized based on age ≤ 50 years (eoCRC or young non-CRC controls) or ≥ 60 years (aoCRC or older non-CRC controls). Differential metabolite abundance and metabolic pathway analyses were performed on plasma samples. Multivariate Cox proportional hazards modeling was used for survival analyses. All P values were adjusted for multiple testing (false discovery rate, FDR P < 0.15 considered significant). The study population comprised 170 patients with CRC (66 eoCRC and 104 aoCRC) and 49 non-CRC controls (34 young and 15 older). Citrate was differentially abundant in aoCRC vs. eoCRC in adjusted analysis (Odds Ratio = 21.8, FDR P = 0.04). Metabolic pathways altered in patients with aoCRC versus eoCRC included arginine biosynthesis, FDR P = 0.02; glyoxylate and dicarboxylate metabolism, FDR P = 0.005; citrate cycle, FDR P = 0.04; alanine, aspartate, and glutamate metabolism, FDR P = 0.01; glycine, serine, and threonine metabolism, FDR P = 0.14; and amino-acid t-RNA biosynthesis, FDR P = 0.01. 4-hydroxyhippuric acid was significantly associated with overall survival in all patients with CRC (Hazards ratio, HR = 0.4, 95% CI 0.3-0.7, FDR P = 0.05). We identified several unique metabolic alterations, particularly the significant differential abundance of citrate in aoCRC versus eoCRC. Arginine biosynthesis was the most enriched by the differentially altered metabolites. The findings hold promise in developing strategies for early detection and novel therapies.
环境暴露的有害影响可能导致早发性结直肠癌(eoCRC)发病率的上升。我们评估了 eoCRC 患者、平均发病 CRC(aoCRC)患者和非 CRC 对照组之间的代谢组学差异,以了解发病机制。根据年龄≤50 岁(eoCRC 或年轻非 CRC 对照组)或≥60 岁(aoCRC 或老年非 CRC 对照组),将 I-IV 期 CRC 患者和非 CRC 对照组分为患者。对血浆样本进行差异代谢物丰度和代谢途径分析。使用多变量 Cox 比例风险模型进行生存分析。所有 P 值均经过多次检验校正(假发现率 FDR P<0.15 认为具有统计学意义)。研究人群包括 170 例 CRC 患者(66 例 eoCRC 和 104 例 aoCRC)和 49 例非 CRC 对照组(34 例年轻和 15 例老年)。在调整后的分析中,柠檬酸在 aoCRC 与 eoCRC 之间的丰度存在差异(优势比=21.8,FDR P=0.04)。与 aoCRC 患者相比,CRC 患者中改变的代谢途径包括精氨酸生物合成(FDR P=0.02);乙醛酸和二羧酸代谢(FDR P=0.005);柠檬酸循环(FDR P=0.04);丙氨酸、天冬氨酸和谷氨酸代谢(FDR P=0.01);甘氨酸、丝氨酸和苏氨酸代谢(FDR P=0.14);和氨基酸 t-RNA 生物合成(FDR P=0.01)。4-羟基 hippuric 酸与所有 CRC 患者的总生存显著相关(风险比 HR=0.4,95%CI 0.3-0.7,FDR P=0.05)。我们发现了一些独特的代谢改变,特别是在 aoCRC 与 eoCRC 之间柠檬酸的显著差异丰度。差异改变的代谢物最富集精氨酸生物合成。这些发现为开发早期检测和新疗法的策略提供了希望。