Carlotta Bidoli, Wenjian Yang, Seth E Karol, Marianna Lucafò, Gabriele Stocco, Jun J Yang
{"title":"通过TWAS揭示硫嘌呤反应的新遗传决定因素。","authors":"Carlotta Bidoli, Wenjian Yang, Seth E Karol, Marianna Lucafò, Gabriele Stocco, Jun J Yang","doi":"10.1002/cpt.70053","DOIUrl":null,"url":null,"abstract":"<p><p>Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. Thiopurines such as 6-mercaptopurine (6MP) are essential in ALL maintenance therapy. However, dose-limiting toxicities can significantly disrupt treatment. While genetic variants in TPMT and NUDT15 are known to affect thiopurine response, many patients with normal function genotypes in these genes still experience adverse effects, suggesting that additional genes might be involved. We analyzed 663 pediatric ALL patients enrolled in the AALL03N1 trial to identify novel genetic determinants of 6MP sensitivity, focusing on individuals with normal function TPMT and NUDT15 genotypes. A transcriptome-wide association study (TWAS) was conducted to focus on expression quantitative trait loci (eQTLs). Findings were validated in two independent cohorts: St. Jude Total Therapy XV (n = 390) and XVI (n = 552). TWAS identified 31 genes associated with 6MP dose intensity (q-value < 0.90). Of these, the imputed GNAQ expression was positively correlated with 6MP dose intensity and passed multiple testing thresholds in the validation cohorts. The rs60561071 variant, the eQTL in the GNAQ TWAS model, was associated with reduced gene expression and lower 6MP dose intensity. This study identifies GNAQ as a novel gene associated with thiopurine tolerance in ALL patients lacking known risk alleles in TPMT and NUDT15. Moreover, this research highlighted the innovative use of TWAS, providing deeper insights into the molecular mechanisms that explain drug response variability.</p>","PeriodicalId":153,"journal":{"name":"Clinical Pharmacology & Therapeutics","volume":" ","pages":""},"PeriodicalIF":5.5000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unraveling Novel Genetic Determinants of Thiopurine Response Via TWAS.\",\"authors\":\"Carlotta Bidoli, Wenjian Yang, Seth E Karol, Marianna Lucafò, Gabriele Stocco, Jun J Yang\",\"doi\":\"10.1002/cpt.70053\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. Thiopurines such as 6-mercaptopurine (6MP) are essential in ALL maintenance therapy. However, dose-limiting toxicities can significantly disrupt treatment. While genetic variants in TPMT and NUDT15 are known to affect thiopurine response, many patients with normal function genotypes in these genes still experience adverse effects, suggesting that additional genes might be involved. We analyzed 663 pediatric ALL patients enrolled in the AALL03N1 trial to identify novel genetic determinants of 6MP sensitivity, focusing on individuals with normal function TPMT and NUDT15 genotypes. A transcriptome-wide association study (TWAS) was conducted to focus on expression quantitative trait loci (eQTLs). Findings were validated in two independent cohorts: St. Jude Total Therapy XV (n = 390) and XVI (n = 552). TWAS identified 31 genes associated with 6MP dose intensity (q-value < 0.90). Of these, the imputed GNAQ expression was positively correlated with 6MP dose intensity and passed multiple testing thresholds in the validation cohorts. The rs60561071 variant, the eQTL in the GNAQ TWAS model, was associated with reduced gene expression and lower 6MP dose intensity. This study identifies GNAQ as a novel gene associated with thiopurine tolerance in ALL patients lacking known risk alleles in TPMT and NUDT15. Moreover, this research highlighted the innovative use of TWAS, providing deeper insights into the molecular mechanisms that explain drug response variability.</p>\",\"PeriodicalId\":153,\"journal\":{\"name\":\"Clinical Pharmacology & Therapeutics\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":5.5000,\"publicationDate\":\"2025-09-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical Pharmacology & Therapeutics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/cpt.70053\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Pharmacology & Therapeutics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/cpt.70053","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0
摘要
急性淋巴细胞白血病(ALL)是最常见的儿童癌症。硫嘌呤如6-巯基嘌呤(6MP)在ALL维持治疗中是必不可少的。然而,剂量限制性毒性可显著破坏治疗。虽然已知TPMT和NUDT15的遗传变异会影响硫嘌呤反应,但许多这些基因功能正常的患者仍然会出现不良反应,这表明可能涉及其他基因。我们分析了663名参加AALL03N1试验的儿科ALL患者,以确定6MP敏感性的新遗传决定因素,重点关注功能正常的TPMT和NUDT15基因型个体。采用全转录组关联研究(TWAS)对表达数量性状位点(eqtl)进行了研究。研究结果在两个独立队列中得到验证:St. Jude Total Therapy XV (n = 390)和XVI (n = 552)。TWAS鉴定出31个与6MP剂量强度(q值)相关的基因
Unraveling Novel Genetic Determinants of Thiopurine Response Via TWAS.
Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. Thiopurines such as 6-mercaptopurine (6MP) are essential in ALL maintenance therapy. However, dose-limiting toxicities can significantly disrupt treatment. While genetic variants in TPMT and NUDT15 are known to affect thiopurine response, many patients with normal function genotypes in these genes still experience adverse effects, suggesting that additional genes might be involved. We analyzed 663 pediatric ALL patients enrolled in the AALL03N1 trial to identify novel genetic determinants of 6MP sensitivity, focusing on individuals with normal function TPMT and NUDT15 genotypes. A transcriptome-wide association study (TWAS) was conducted to focus on expression quantitative trait loci (eQTLs). Findings were validated in two independent cohorts: St. Jude Total Therapy XV (n = 390) and XVI (n = 552). TWAS identified 31 genes associated with 6MP dose intensity (q-value < 0.90). Of these, the imputed GNAQ expression was positively correlated with 6MP dose intensity and passed multiple testing thresholds in the validation cohorts. The rs60561071 variant, the eQTL in the GNAQ TWAS model, was associated with reduced gene expression and lower 6MP dose intensity. This study identifies GNAQ as a novel gene associated with thiopurine tolerance in ALL patients lacking known risk alleles in TPMT and NUDT15. Moreover, this research highlighted the innovative use of TWAS, providing deeper insights into the molecular mechanisms that explain drug response variability.
期刊介绍:
Clinical Pharmacology & Therapeutics (CPT) is the authoritative cross-disciplinary journal in experimental and clinical medicine devoted to publishing advances in the nature, action, efficacy, and evaluation of therapeutics. CPT welcomes original Articles in the emerging areas of translational, predictive and personalized medicine; new therapeutic modalities including gene and cell therapies; pharmacogenomics, proteomics and metabolomics; bioinformation and applied systems biology complementing areas of pharmacokinetics and pharmacodynamics, human investigation and clinical trials, pharmacovigilence, pharmacoepidemiology, pharmacometrics, and population pharmacology.