Department of Clinical Pharmacy, University of Michigan College of Pharmacy, 428 Church St. 1100 North University Building Room 2560C, Ann Arbor, MI, 48109-1065, USA.
Slone Epidemiology Center, Boston University, Boston, MA, USA.
Cancer Chemother Pharmacol. 2024 Aug;94(2):311-321. doi: 10.1007/s00280-024-04680-6. Epub 2024 May 30.
Chemotherapy-induced peripheral neuropathy (CIPN) is a treatment-limiting and debilitating neurotoxicity of many commonly used anti-cancer agents, including paclitaxel. The objective of this study was to confirm the previously found inverse association between pre-treatment blood concentrations of histidine and CIPN occurrence and examine relationships of other amino acids with CIPN severity.
Pre-treatment serum concentrations of 20 amino acids were measured in the SWOG S0221 (NCT00070564) trial of patients with early-stage breast cancer receiving paclitaxel. The associations between amino acids and CIPN severity were tested in regression analysis adjusted for paclitaxel schedule, age, self-reported race, and body mass index with Bonferroni correction. The network of metabolic pathways of amino acids was analyzed using over-representation analysis. The partial correlation network of amino acids was evaluated using a debiased sparse partial correlation algorithm.
In the primary analysis, histidine concentration was not associated with CIPN occurrence (odds ratio (OR) = 0.97 [0.83, 1.13], p = 0.72). In secondary analyses, higher concentrations of four amino acids, glutamate (β = 0.58 [0.23, 0.93], p = 0.001), phenylalanine (β = 0.54 [0.19, 0.89], p = 0.002), tyrosine (β = 0.57 [0.23, 0.91], p = 0.001), and valine (β = 0.58 [0.24, 0.92], p = 0.001) were associated with more severe CIPN, but none of these associations retained significance after adjustment. In the over-representation analysis, no amino acid metabolic pathways were significantly enriched (all FDR > 0.05). In the network of enriched pathways, glutamate metabolism had the highest centrality.
This analysis showed that pre-treatment serum amino acid concentrations are not strongly predictive of CIPN severity. Prospectively designed studies that assess non-amino acid metabolomics predictors are encouraged.
化疗引起的周围神经病(CIPN)是许多常用抗癌药物(包括紫杉醇)的一种治疗限制和使人虚弱的神经毒性。本研究的目的是确认先前发现的预处理血液中组氨酸浓度与 CIPN 发生之间的反比关系,并研究其他氨基酸与 CIPN 严重程度的关系。
在 SWOG S0221(NCT00070564)试验中,测量了早期乳腺癌患者接受紫杉醇治疗前的血清 20 种氨基酸浓度。使用回归分析调整紫杉醇方案、年龄、自我报告种族和体重指数,并使用 Bonferroni 校正,检验氨基酸与 CIPN 严重程度的关系。使用过度表达分析分析氨基酸代谢途径网络。使用无偏稀疏部分相关算法评估氨基酸的部分相关网络。
在主要分析中,组氨酸浓度与 CIPN 发生无关(比值比(OR)=0.97 [0.83,1.13],p=0.72)。在二次分析中,四种氨基酸的浓度较高,谷氨酸(β=0.58 [0.23,0.93],p=0.001)、苯丙氨酸(β=0.54 [0.19,0.89],p=0.002)、酪氨酸(β=0.57 [0.23,0.91],p=0.001)和缬氨酸(β=0.58 [0.24,0.92],p=0.001)与更严重的 CIPN 相关,但在调整后,这些关联均无统计学意义。在过度表达分析中,没有氨基酸代谢途径显著富集(所有 FDR>0.05)。在富集途径的网络中,谷氨酸代谢的中心性最高。
本分析表明,预处理血清氨基酸浓度不能很好地预测 CIPN 的严重程度。鼓励设计前瞻性评估非氨基酸代谢组学预测因子的研究。