Pharmacogenomics of chemotherapy induced peripheral neuropathy using an electronic health record-derived definition: a genome-wide association study.

IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Supportive Care in Cancer Pub Date : 2025-04-08 DOI:10.1007/s00520-025-09392-y
Michael K Jones, Andrew Nicklawsky, Jonathan Shortt, Jack Pattee, Victoria Kennerley, Corbin J Eule, Nellowe Candelario, Peter H O'Donnell, Thomas W Flaig
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Abstract

Purpose: Prior studies evaluating the genetic predisposition to chemotherapy induced peripheral neuropathy (CIPN) have been limited by small populations due to difficulty with real-world data extraction. This genome-wide association study (GWAS) evaluates the genetic differences between patients who developed CIPN against those unaffected, using an electronic health record (EHR) definition of CIPN.

Methods: This study included all patients who received chemotherapy associated with CIPN and had germline genetic data within the biobank at the Colorado Center for Personalized Medicine. CIPN was defined by a new neuropathic pain medication or an ICD-diagnosis of neuropathy after specified chemotherapy initiation. GWAS were stratified by (1) total population, (2) platinum chemotherapy, (3) taxane chemotherapy, and (4) vinca alkaloid chemotherapy. Genes previously associated with CIPN were analyzed within each GWAS.

Results: Nine hundred fifteen patients received chemotherapy associated with CIPN, with 528 patients (57%) developing CIPN. Median age at chemotherapy initiation was 60.5 years; female sex (n = 517, 56.5%) and White or Caucasian race (n = 822, 89.8%) were most common. Among single nucleotide polymorphisms (SNPs) that reached suggestive levels of genome-wide significance (p < 1 × 10-5), 60 SNPs occurred within 11 genes that may play a role in the development of or protection against CIPN, including RCOR1, CLDN14, TRIM5, and TMC2. No SNPs previously associated with CIPN achieved genome-wide significance in this population.

Conclusion: This pharmacogenomic study suggests several genomic loci that may modulate the development of CIPN. This EHR-definition may allow for increased sample sizes and improved statistical power in future genetic studies of CIPN.

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使用电子健康记录衍生定义的化疗诱导周围神经病变的药物基因组学:全基因组关联研究
目的:先前评估化疗诱导的周围神经病变(CIPN)遗传易感性的研究由于难以提取真实世界的数据而受到小人群的限制。这项全基因组关联研究(GWAS)利用电子健康记录(EHR)对CIPN的定义,评估了发生CIPN的患者与未发生CIPN的患者之间的遗传差异。方法:本研究纳入了所有接受与CIPN相关化疗的患者,并在科罗拉多个性化医学中心的生物库中拥有种系遗传数据。CIPN是由一种新的神经性疼痛药物或特定化疗开始后的神经病变icd诊断来定义的。GWAS按(1)总人口、(2)铂化疗、(3)紫杉烷化疗、(4)长春花生物碱化疗进行分层。在每个GWAS中分析先前与CIPN相关的基因。结果:915例患者接受了与CIPN相关的化疗,其中528例(57%)发生了CIPN。化疗开始时的中位年龄为60.5岁;女性(n = 517, 56.5%)和白人或白种人(n = 822, 89.8%)最为常见。在达到全基因组意义水平的单核苷酸多态性(snp)中(p -5), 60个snp发生在11个基因中,可能在CIPN的发展或保护中发挥作用,包括RCOR1、CLDN14、TRIM5和TMC2。先前没有与CIPN相关的snp在该人群中具有全基因组意义。结论:这项药物基因组学研究表明,几个基因组位点可能调节CIPN的发展。这种ehr定义可能会增加样本量,并在未来的CIPN遗传研究中提高统计能力。
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来源期刊
Supportive Care in Cancer
Supportive Care in Cancer 医学-康复医学
CiteScore
5.70
自引率
9.70%
发文量
751
审稿时长
3 months
期刊介绍: Supportive Care in Cancer provides members of the Multinational Association of Supportive Care in Cancer (MASCC) and all other interested individuals, groups and institutions with the most recent scientific and social information on all aspects of supportive care in cancer patients. It covers primarily medical, technical and surgical topics concerning supportive therapy and care which may supplement or substitute basic cancer treatment at all stages of the disease. Nursing, rehabilitative, psychosocial and spiritual issues of support are also included.
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