Ose Jennifer, Gigic Biljana, Brezina Stefanie, Lin Tengda, Peoples Anita R, Schobert Pauline P, Baierl Andreas, van Roekel Eline, Robinot Nivonirina, Gicquiau Audrey, Achaintre David, Scalbert Augustin, van Duijnhoven Fränzel J B, Holowatyj Andreana N, Gumpenberger Tanja, Schrotz-King Petra, Ulrich Alexis B, Ulvik Arve, Ueland Per-Magne, Weijenberg Matty P, Habermann Nina, Keski-Rahkonen Pekka, Gsur Andrea, Kok Dieuwertje E, Ulrich Cornelia M
Huntsman Cancer Institute, Salt Lake City, UT 84112, USA.
Department of Population Health Sciences, University of Utah, Salt Lake City, UT 84112, USA.
Cancers (Basel). 2023 Jun 28;15(13):3391. doi: 10.3390/cancers15133391.
Colorectal cancer (CRC) is increasingly recognized as a heterogeneous disease. No studies have prospectively examined associations of blood metabolite concentrations with all-cause mortality in patients with colon and rectal cancer separately. Targeted metabolomics (Biocrates Absolute p180) and pathway analyses (MetaboAnalyst 4.0) were performed on pre-surgery collected plasma from 674 patients with non-metastasized (stage I-III) colon ( = 394) or rectal cancer ( = 283). Metabolomics data and covariate information were received from the international cohort consortium MetaboCCC. Cox proportional hazards models were computed to investigate associations of 148 metabolite levels with all-cause mortality adjusted for age, sex, tumor stage, tumor site (whenever applicable), and cohort; the false discovery rate (FDR) was used to account for multiple testing. A total of 93 patients (14%) were deceased after an average follow-up time of 4.4 years (60 patients with colon cancer and 33 patients with rectal cancer). After FDR adjustment, higher plasma creatinine was associated with a 39% increase in all-cause mortality in patients with rectal cancer. HR: 1.39, 95% CI 1.23-1.72, p = 0.03; but not colon cancer: p = 0.96. Creatinine is a breakdown product of creatine phosphate in muscle and may reflect changes in skeletal muscle mass. The starch and sucrose metabolisms were associated with increased all-cause mortality in colon cancer but not in rectal cancer. Genes in the starch and sucrose metabolism pathways were previously linked to worse clinical outcomes in CRC. In summary, our findings support the hypothesis that colon and rectal cancer have different etiological and clinical outcomes that need to be considered for targeted treatments.
结直肠癌(CRC)越来越被认为是一种异质性疾病。尚无研究前瞻性地分别考察血液代谢物浓度与结肠癌和直肠癌患者全因死亡率之间的关联。对674例非转移性(I - III期)结肠癌(n = 394)或直肠癌(n = 283)患者术前采集的血浆进行了靶向代谢组学分析(Biocrates Absolute p180)和通路分析(MetaboAnalyst 4.0)。代谢组学数据和协变量信息来自国际队列联盟MetaboCCC。计算Cox比例风险模型,以研究148种代谢物水平与经年龄、性别、肿瘤分期、肿瘤部位(如适用)和队列调整后的全因死亡率之间的关联;采用错误发现率(FDR)来处理多重检验问题。在平均4.4年的随访期后,共有93例患者(14%)死亡(60例结肠癌患者和33例直肠癌患者)。经过FDR调整后,较高的血浆肌酐水平与直肠癌患者全因死亡率增加39%相关。风险比(HR):1.39,95%置信区间(CI)1.23 - 1.72,p = 0.03;而在结肠癌患者中则无此关联:p = 0.96。肌酐是肌肉中磷酸肌酸的分解产物,可能反映骨骼肌质量的变化。淀粉和蔗糖代谢与结肠癌患者全因死亡率增加相关,但与直肠癌患者无关。淀粉和蔗糖代谢途径中的基因先前与CRC较差的临床结局有关。总之,我们的研究结果支持以下假设,即结肠癌和直肠癌具有不同的病因和临床结局,靶向治疗时需要予以考虑。