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 : 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
{"title":"Evaluation of methotrexate Pharmacogenomic variation to predict acute neurotoxicity in children with acute lymphoblastic leukemia.","authors":"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","doi":"10.1002/phar.4638","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":20013,"journal":{"name":"Pharmacotherapy","volume":" ","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2024-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pharmacotherapy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/phar.4638","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0

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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction. Associating regulatory actions on diclofenac use with Danish trends in utilization by route of administration 1999-2023. Evaluation of methotrexate Pharmacogenomic variation to predict acute neurotoxicity in children with acute lymphoblastic leukemia. The effect of carbamazepine, a strong CYP3A inducer, on the pharmacokinetics of zongertinib in healthy male volunteers. Disease-modifying therapies for amyloid transthyretin cardiomyopathy: Current and emerging medications.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1