Innovating Thiopurine Therapeutic Drug Monitoring: A Systematic Review and Meta-Analysis on DNA-Thioguanine Nucleotides (DNA-TG) as an Inclusive Biomarker in Thiopurine Therapy.

IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY
Clinical Pharmacokinetics Pub Date : 2024-08-01 Epub Date: 2024-07-20 DOI:10.1007/s40262-024-01393-0
Ahmed B Bayoumy, A R Ansari, C J J Mulder, K Schmiegelow, Timothy Florin, N K H De Boer
{"title":"Innovating Thiopurine Therapeutic Drug Monitoring: A Systematic Review and Meta-Analysis on DNA-Thioguanine Nucleotides (DNA-TG) as an Inclusive Biomarker in Thiopurine Therapy.","authors":"Ahmed B Bayoumy, A R Ansari, C J J Mulder, K Schmiegelow, Timothy Florin, N K H De Boer","doi":"10.1007/s40262-024-01393-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and objective: </strong>Thioguanine (TG), azathioprine (AZA), and mercaptopurine (MP) are thiopurine prodrugs commonly used to treat diseases, such as leukemia and inflammatory bowel disease (IBD). 6-thioguanine nucleotides (6-TGNs) have been commonly used for monitoring treatment. High levels of 6-TGNs in red blood cells (RBCs) have been associated with leukopenia, the cutoff levels that predict this side effect remain uncertain. Thiopurines are metabolized and incorporated into leukocyte DNA. Measuring levels of DNA-incorporated thioguanine (DNA-TG) may be a more suitable method for predicting clinical response and toxicities such as leukopenia. Unfortunately, most methodologies to assay 6-TGNs are unable to identify the impact of NUDT15 variants, effecting mostly ethnic populations (e.g., Chinese, Indian, Malay, Japanese, and Hispanics). DNA-TG tackles this problem by directly measuring thioguanine in the DNA, which can be influenced by both TPMT and NUDT15 variants. While RBC 6-TGN concentrations have traditionally been used to optimize thiopurine therapy due to their ease and affordability of measurement, recent developments in liquid chromatography-tandem mass spectrometry (LC-MS/MS) techniques have made measuring DNA-TG concentrations in lymphocytes accurate, reproducible, and affordable. The objective of this systematic review was to assess the current evidence of DNA-TG levels as marker for thiopurine therapy, especially with regards to NUDT15 variants.</p><p><strong>Methods: </strong>A systematic review and meta-analysis were performed on the current evidence for DNA-TG as a marker for monitoring thiopurine therapy, including methods for measurement and the illustrative relationship between DNA-TG and various gene variants (such as TPMT, NUDT15, ITPA, NT5C2, and MRP4). PubMed and Embase were systematically searched up to April 2024 for published studies, using the keyword \"DNA-TG\" with MeSH terms and synonyms. The electronic search strategy was augmented by a manual examination of references cited in articles, recent reviews, editorials, and meta-analyses. A meta-analysis was performed using R studio 4.1.3. to investigate the difference between the coefficients (Fisher's z-transformed correlation coefficient) of DNA-TG and 6-TGNs levels. A meta-analysis was performed using RevMan version 5.4 to investigate the difference in DNA-TG levels between patients with or without leukopenia using randomized effect size model. The risk of bias was assessed using the Newcastle-Ottowa quality assessment scale.</p><p><strong>Results: </strong>In this systematic review, 21 studies were included that measured DNA-TG levels in white blood cells for either patients with ALL (n = 16) or IBD (n = 5). In our meta-analysis, the overall mean difference between patients with leukopenia (ALL + IBD) versus no leukopenia was 134.15 fmol TG/µg DNA [95% confidence interval (CI) (83.78-184.35), P < 0.00001; heterogeneity chi squared of 5.62, I<sup>2</sup> of 47%]. There was a significant difference in DNA-TG levels for patients with IBD with and without leukopenia [161.76 fmol TG/µg DNA; 95% CI (126.23-197.29), P < 0.00001; heterogeneity chi squared of 0.20, I<sup>2</sup> of 0%]. No significant difference was found in DNA-TG level between patients with ALL with or without leukopenia (57.71 fmol TG/µg DNA [95% CI (- 22.93 to 138.35), P < 0.80]). DNA-TG monitoring was found to be a promising method for predicting relapse rates in patients with ALL, and DNA-TG levels are likely a better predictor for leukopenia in patients with IBD than RBC 6-TGNs levels. DNA-TG levels have been shown to correlate with various gene variants (TPMT, NUDT15, ITPA, and MRP4) in various studies, points to its potential as a more informative marker for guiding thiopurine therapy across diverse genetic backgrounds.</p><p><strong>Conclusions: </strong>This systematic review strongly supports the further investigation of DNA-TG as a marker for monitoring thiopurine therapy. Its correlation with treatment outcomes, such as relapse-free survival in ALL and the risk of leukopenia in IBD, underscores its role in enhancing personalized treatment approaches. DNA-TG effectively identifies NUDT15 variants and predicts late leukopenia in patients with IBD, regardless of their NUDT15 variant status. The recommended threshold for late leukopenia prediction in patients with IBD with DNA-TG is suggested to be between 320 and 340 fmol/µg DNA. More clinical research on DNA-TG implementation is mandatory to improve patient care and to improve inclusivity in thiopurine treatment.</p>","PeriodicalId":10405,"journal":{"name":"Clinical Pharmacokinetics","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11343975/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Pharmacokinetics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s40262-024-01393-0","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/7/20 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0

Abstract

Background and objective: Thioguanine (TG), azathioprine (AZA), and mercaptopurine (MP) are thiopurine prodrugs commonly used to treat diseases, such as leukemia and inflammatory bowel disease (IBD). 6-thioguanine nucleotides (6-TGNs) have been commonly used for monitoring treatment. High levels of 6-TGNs in red blood cells (RBCs) have been associated with leukopenia, the cutoff levels that predict this side effect remain uncertain. Thiopurines are metabolized and incorporated into leukocyte DNA. Measuring levels of DNA-incorporated thioguanine (DNA-TG) may be a more suitable method for predicting clinical response and toxicities such as leukopenia. Unfortunately, most methodologies to assay 6-TGNs are unable to identify the impact of NUDT15 variants, effecting mostly ethnic populations (e.g., Chinese, Indian, Malay, Japanese, and Hispanics). DNA-TG tackles this problem by directly measuring thioguanine in the DNA, which can be influenced by both TPMT and NUDT15 variants. While RBC 6-TGN concentrations have traditionally been used to optimize thiopurine therapy due to their ease and affordability of measurement, recent developments in liquid chromatography-tandem mass spectrometry (LC-MS/MS) techniques have made measuring DNA-TG concentrations in lymphocytes accurate, reproducible, and affordable. The objective of this systematic review was to assess the current evidence of DNA-TG levels as marker for thiopurine therapy, especially with regards to NUDT15 variants.

Methods: A systematic review and meta-analysis were performed on the current evidence for DNA-TG as a marker for monitoring thiopurine therapy, including methods for measurement and the illustrative relationship between DNA-TG and various gene variants (such as TPMT, NUDT15, ITPA, NT5C2, and MRP4). PubMed and Embase were systematically searched up to April 2024 for published studies, using the keyword "DNA-TG" with MeSH terms and synonyms. The electronic search strategy was augmented by a manual examination of references cited in articles, recent reviews, editorials, and meta-analyses. A meta-analysis was performed using R studio 4.1.3. to investigate the difference between the coefficients (Fisher's z-transformed correlation coefficient) of DNA-TG and 6-TGNs levels. A meta-analysis was performed using RevMan version 5.4 to investigate the difference in DNA-TG levels between patients with or without leukopenia using randomized effect size model. The risk of bias was assessed using the Newcastle-Ottowa quality assessment scale.

Results: In this systematic review, 21 studies were included that measured DNA-TG levels in white blood cells for either patients with ALL (n = 16) or IBD (n = 5). In our meta-analysis, the overall mean difference between patients with leukopenia (ALL + IBD) versus no leukopenia was 134.15 fmol TG/µg DNA [95% confidence interval (CI) (83.78-184.35), P < 0.00001; heterogeneity chi squared of 5.62, I2 of 47%]. There was a significant difference in DNA-TG levels for patients with IBD with and without leukopenia [161.76 fmol TG/µg DNA; 95% CI (126.23-197.29), P < 0.00001; heterogeneity chi squared of 0.20, I2 of 0%]. No significant difference was found in DNA-TG level between patients with ALL with or without leukopenia (57.71 fmol TG/µg DNA [95% CI (- 22.93 to 138.35), P < 0.80]). DNA-TG monitoring was found to be a promising method for predicting relapse rates in patients with ALL, and DNA-TG levels are likely a better predictor for leukopenia in patients with IBD than RBC 6-TGNs levels. DNA-TG levels have been shown to correlate with various gene variants (TPMT, NUDT15, ITPA, and MRP4) in various studies, points to its potential as a more informative marker for guiding thiopurine therapy across diverse genetic backgrounds.

Conclusions: This systematic review strongly supports the further investigation of DNA-TG as a marker for monitoring thiopurine therapy. Its correlation with treatment outcomes, such as relapse-free survival in ALL and the risk of leukopenia in IBD, underscores its role in enhancing personalized treatment approaches. DNA-TG effectively identifies NUDT15 variants and predicts late leukopenia in patients with IBD, regardless of their NUDT15 variant status. The recommended threshold for late leukopenia prediction in patients with IBD with DNA-TG is suggested to be between 320 and 340 fmol/µg DNA. More clinical research on DNA-TG implementation is mandatory to improve patient care and to improve inclusivity in thiopurine treatment.

Abstract Image

创新硫嘌呤治疗药物监测:将 DNA-Thioguanine Nucleotides (DNA-TG) 作为硫嘌呤治疗中的包容性生物标记物的系统性回顾和元分析。
背景和目的:硫鸟嘌呤(TG)、硫唑嘌呤(AZA)和巯嘌呤(MP)是硫嘌呤原药,常用于治疗白血病和炎症性肠病(IBD)等疾病。6-硫鸟嘌呤核苷酸(6-TGNs)通常用于监测治疗。红细胞(RBC)中高水平的 6-TGNs 与白细胞减少症有关,但预测这种副作用的临界水平仍不确定。硫嘌呤会被代谢并结合到白细胞 DNA 中。测量 DNA 结合的硫鸟嘌呤(DNA-TG)水平可能是预测临床反应和白细胞减少症等毒性反应的更合适方法。遗憾的是,大多数检测 6-TGNs 的方法都无法确定 NUDT15 变异的影响,这主要影响到种族人群(如中国人、印度人、马来人、日本人和西班牙裔人)。DNA-TG 通过直接测量 DNA 中的硫鸟嘌呤解决了这一问题,因为硫鸟嘌呤会受到 TPMT 和 NUDT15 变体的影响。传统上,RBC 6-TGN 浓度因其测量简便、经济实惠而被用于优化硫嘌呤疗法,而液相色谱-串联质谱(LC-MS/MS)技术的最新发展使得淋巴细胞中 DNA-TG 浓度的测量变得精确、可重现且经济实惠。本系统综述的目的是评估目前将DNA-TG水平作为硫嘌呤治疗标志物的证据,尤其是与NUDT15变异有关的证据:方法:对DNA-TG作为硫嘌呤治疗监测指标的现有证据进行了系统综述和荟萃分析,包括测量方法以及DNA-TG与各种基因变异(如TPMT、NUDT15、ITPA、NT5C2和MRP4)之间的关系说明。使用关键词 "DNA-TG "和MeSH术语及同义词,系统检索了PubMed和Embase截至2024年4月的已发表研究。在使用电子检索策略的同时,还对文章、近期综述、社论和荟萃分析中引用的参考文献进行了人工检查。使用 R studio 4.1.3 进行了一项荟萃分析,以研究 DNA-TG 和 6-TGNs 水平的系数(Fisher's z 变形相关系数)之间的差异。使用 RevMan 5.4 版进行荟萃分析,利用随机效应大小模型研究白细胞减少症患者与非白细胞减少症患者 DNA-TG 水平的差异。采用纽卡斯尔-奥托瓦质量评估量表对偏倚风险进行了评估:本系统综述共纳入了 21 项研究,这些研究测量了 ALL 患者(16 例)或 IBD 患者(5 例)白细胞中的 DNA-TG 水平。在我们的荟萃分析中,白细胞减少症(ALL + IBD)患者与无白细胞减少症患者之间的总体平均差异为 134.15 fmol TG/µg DNA [95% 置信区间 (CI) (83.78-184.35),P < 0.00001;异质性气平方为 5.62,I2 为 47%]。伴有和不伴有白细胞减少症的IBD患者的DNA-TG水平存在明显差异[161.76 fmol TG/µg DNA;95% CI (126.23-197.29),P < 0.00001;异质性秩平方为0.20,I2为0%]。白细胞减少或无白细胞减少的 ALL 患者的 DNA-TG 水平无明显差异(57.71 fmol TG/µg DNA [95% CI (- 22.93 to 138.35), P < 0.80])。研究发现,DNA-TG 监测是一种预测 ALL 患者复发率的有效方法,与 RBC 6-TGNs 水平相比,DNA-TG 水平可能是预测 IBD 患者白细胞减少症的更好指标。在多项研究中,DNA-TG水平已被证明与各种基因变异(TPMT、NUDT15、ITPA和MRP4)相关,这表明它有可能成为指导不同遗传背景的硫嘌呤治疗的更有参考价值的标志物:本系统综述强烈支持将 DNA-TG 作为监测硫嘌呤治疗的标志物进行进一步研究。DNA-TG与治疗结果(如 ALL 的无复发生存期和 IBD 的白细胞减少症风险)的相关性强调了它在加强个性化治疗方法中的作用。DNA-TG能有效识别NUDT15变体,并预测IBD患者的晚期白细胞减少症,而不管他们的NUDT15变体状态如何。建议使用 DNA-TG 预测 IBD 患者晚期白细胞减少症的阈值为 320 至 340 fmol/µg DNA。为了改善患者护理并提高硫嘌呤治疗的包容性,必须对 DNA-TG 的实施开展更多临床研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
8.80
自引率
4.40%
发文量
86
审稿时长
6-12 weeks
期刊介绍: Clinical Pharmacokinetics promotes the continuing development of clinical pharmacokinetics and pharmacodynamics for the improvement of drug therapy, and for furthering postgraduate education in clinical pharmacology and therapeutics. Pharmacokinetics, the study of drug disposition in the body, is an integral part of drug development and rational use. Knowledge and application of pharmacokinetic principles leads to accelerated drug development, cost effective drug use and a reduced frequency of adverse effects and drug interactions.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信