Pre-treatment amino acids and risk of paclitaxel-induced peripheral neuropathy in SWOG S0221.

IF 2.7 4区 医学 Q3 ONCOLOGY Cancer Chemotherapy and Pharmacology Pub Date : 2024-08-01 Epub Date: 2024-05-30 DOI:10.1007/s00280-024-04680-6
Ciao-Sin Chen, Gary Zirpoli, G Thomas Budd, William E Barlow, Lajos Pusztai, Gabriel N Hortobagyi, Kathy S Albain, Andrew K Godwin, Alastair Thompson, N Lynn Henry, Christine B Ambrosone, Kathleen A Stringer, Daniel L Hertz
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Abstract

Background: 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.

Methods: 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.

Results: 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.

Conclusions: 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.

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SWOG S0221 中治疗前氨基酸与紫杉醇诱发周围神经病变的风险。
背景:化疗诱导的周围神经病变(CIPN)是包括紫杉醇在内的许多常用抗癌药物的一种治疗限制性神经毒性。本研究旨在证实之前发现的组氨酸治疗前血药浓度与 CIPN 发生率之间的反比关系,并研究其他氨基酸与 CIPN 严重程度之间的关系:方法:在接受紫杉醇治疗的早期乳腺癌患者的 SWOG S0221 (NCT00070564) 试验中测定了 20 种氨基酸的治疗前血清浓度。通过回归分析检验了氨基酸与 CIPN 严重程度之间的关系,并根据紫杉醇疗程、年龄、自我报告的种族和体重指数进行了 Bonferroni 校正。氨基酸代谢途径网络采用过度代表性分析法进行了分析。使用去偏稀疏偏相关算法评估了氨基酸的偏相关网络:在一级分析中,组氨酸浓度与 CIPN 的发生无关(几率比(OR)= 0.97 [0.83, 1.13],P = 0.72)。在二级分析中,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,但这些关联在调整后都不具有显著性。在过度代表性分析中,没有氨基酸代谢通路被显著富集(所有 FDR > 0.05)。在富集通路网络中,谷氨酸代谢的中心性最高:这项分析表明,治疗前的血清氨基酸浓度并不能有力地预测CIPN的严重程度。我们鼓励进行前瞻性研究,评估非氨基酸代谢组学预测因子。
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来源期刊
CiteScore
6.10
自引率
3.30%
发文量
116
审稿时长
2.5 months
期刊介绍: Addressing a wide range of pharmacologic and oncologic concerns on both experimental and clinical levels, Cancer Chemotherapy and Pharmacology is an eminent journal in the field. The primary focus in this rapid publication medium is on new anticancer agents, their experimental screening, preclinical toxicology and pharmacology, single and combined drug administration modalities, and clinical phase I, II and III trials. It is essential reading for pharmacologists and oncologists giving results recorded in the following areas: clinical toxicology, pharmacokinetics, pharmacodynamics, drug interactions, and indications for chemotherapy in cancer treatment strategy.
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