Evaluation of methotrexate Pharmacogenomic variation to predict acute neurotoxicity in children with acute lymphoblastic leukemia.

IF 2.9 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pharmacotherapy Pub Date : 2025-01-01 Epub Date: 2024-12-29 DOI:10.1002/phar.4638
Rachel D Harris, Olga A Taylor, M Monica Gramatges, Amy E Hughes, Mark Zobeck, Sandi Pruitt, M Brooke Bernhardt, Ashley Chavana, Van Huynh, Kathleen Ludwig, Laura Klesse, Kenneth Heym, Timothy Griffin, Rodrigo Erana, Juan Carlos Bernini, Ashley Choi, Yuu Ohno, Melissa A Richard, Alanna C Morrison, Han Chen, Bing Yu, Philip J Lupo, Karen Rabin, Michael E Scheurer, Austin L Brown
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Abstract

Background: Methotrexate is an important component of curative therapy in childhood acute lymphoblastic leukemia (ALL), but the role of genetic variation influencing methotrexate clearance and transport in toxicity susceptibility in children with ALL is not well established. Therefore, we evaluated the association between suspected methotrexate pharmacogenomic variants and methotrexate-related neurotoxicity.

Methods: This study included children (aged 2-20 years) diagnosed with ALL (2005-2019) at six treatment centers in the southwest United States. Clinical information was abstracted from medical records. Suspected neurotoxic events occurring within 21 days of intravenous and/or intrathecal methotrexate delivered between the end of induction and start of maintenance therapy were independently reviewed by at least two pediatric oncologists. Germline DNA was genotyped and 97 methotrexate pharmacogenomic variants of interest with at least grade 3 evidence were identified using the Pharmacogenomics Knowledge Base. Associations between variants and neurotoxicity were assessed by logistic regression. Data were randomly split (80/20) and random forest was constructed to estimate the ability of the variants to correctly classify neurotoxicity.

Results: Of the 763 patients included in the study, 8.2% (n = 63) developed methotrexate-associated neurotoxicity. In logistic models, none of the 97 available pharmacogenomic variants reached adjusted statistical significance. However, two variants, rs17222723 (odds ratio [OR] = 2.83 [ref. = T allele], 95% confidence interval [CI]: 1.20-6.15) in ABCC2 and rs1045642 (OR = 0.66 [ref. = minor A allele], 95% CI: 0.44-0.98) in ABCB1, were nominally associated (p-value < 0.05) with neurotoxicity susceptibility. The addition of pharmacogenomic variants did not improve the predictive performance of random forest model (AUC = 0.73) compared to clinical information alone (AUC = 0.74).

Conclusion: Overall, our results suggest that associations between neurotoxicity susceptibility and methotrexate pharmacogenomic variants are generally modest and these variants do not significantly improve neurotoxicity risk stratification among children with ALL.

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甲氨蝶呤药物基因组变异预测急性淋巴细胞白血病儿童急性神经毒性的评估。
背景:甲氨蝶呤是儿童急性淋巴细胞白血病(ALL)治愈性治疗的重要组成部分,但影响甲氨蝶呤清除和转运的遗传变异在ALL儿童毒性易感性中的作用尚不清楚。因此,我们评估了疑似甲氨蝶呤药物基因组变异与甲氨蝶呤相关神经毒性之间的关系。方法:本研究纳入了美国西南部六个治疗中心诊断为ALL(2005-2019)的儿童(2-20岁)。从病历中提取临床信息。在诱导结束和维持治疗开始之间静脉注射和/或鞘内注射甲氨蝶呤21天内发生的疑似神经毒性事件由至少两名儿科肿瘤学家独立审查。生殖系DNA进行基因分型,使用药物基因组学知识库确定了97个具有至少3级证据的甲氨蝶呤药物基因组学变异。通过逻辑回归评估变异与神经毒性之间的关系。数据随机分割(80/20),并构建随机森林来估计变体正确分类神经毒性的能力。结果:在纳入研究的763例患者中,8.2% (n = 63)发生甲氨蝶呤相关神经毒性。在logistic模型中,97个可用的药物基因组变异中没有一个达到调整后的统计学显著性。然而,ABCC2中的rs17222723(比值比[OR] = 2.83 [ref. = T等位基因],95%可信区间[CI]: 1.20-6.15)和ABCB1中的rs1045642(比值比[OR] = 0.66 [ref. =小A等位基因],95% CI: 0.44-0.98)在名义上是相关的(p值)。总的来说,我们的研究结果表明,神经毒性易感性与甲氨蝶呤药物基因组变异之间的关联通常是适度的,这些变异并没有显著改善ALL患儿的神经毒性风险分层。
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来源期刊
Pharmacotherapy
Pharmacotherapy 医学-药学
CiteScore
7.80
自引率
2.40%
发文量
93
审稿时长
4-8 weeks
期刊介绍: Pharmacotherapy is devoted to publication of original research articles on all aspects of human pharmacology and review articles on drugs and drug therapy. The Editors and Editorial Board invite original research reports on pharmacokinetic, bioavailability, and drug interaction studies, clinical trials, investigations of specific pharmacological properties of drugs, and related topics.
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