Personalized Genotype-Based Approach for Treatment of Phenylketonuria

IF 3.8 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Polina Gundorova, Behnam Yousefi, Mathias Woidy, Malcolm Summer Rose-Heine, Robin Khatri, Viviane Kasten, Stefan Bonn, Ania Carolina Muntau, Soeren Waldemar Gersting
{"title":"Personalized Genotype-Based Approach for Treatment of Phenylketonuria","authors":"Polina Gundorova,&nbsp;Behnam Yousefi,&nbsp;Mathias Woidy,&nbsp;Malcolm Summer Rose-Heine,&nbsp;Robin Khatri,&nbsp;Viviane Kasten,&nbsp;Stefan Bonn,&nbsp;Ania Carolina Muntau,&nbsp;Soeren Waldemar Gersting","doi":"10.1002/jimd.70067","DOIUrl":null,"url":null,"abstract":"<p>Extensive studies have examined the clinical manifestations, pathogenic mechanisms, and genetic variations of phenylketonuria (PKU) across different populations, resulting in a substantial collection of molecular genetic data on the phenylalanine hydroxylase (<i>PAH</i>) gene and its variants. However, many genotypes are associated with a range of clinical phenotypes, as well as variable responsiveness to sapropterin, presenting ongoing challenges for effective treatment. To address this, we enhanced the PAH activity landscapes method by incorporating high-throughput techniques, including automated pipetting, integrated data processing via Gaussian modeling of 3D surfaces, and bioinformatics analyses with robust quality control. Using PAH activity landscapes, we visualized PAH enzymatic function across 99 common <i>PAH</i> genotypes under varying metabolic and therapeutic conditions. This deep functional phenotyping approach enabled us to identify distinct genotype subpopulations by using consensus clustering, correlate them with clinical phenotypes, and propose subpopulation-specific treatment protocols. Our findings suggest that clinical phenotypes can be predicted and treatment regimens can be adjusted based on residual PAH function profiles. To further support personalized treatment strategies, we revised our publicly accessible <i>PAH genotype &amp; activity landscapes database</i> to share the latest insights into PAH function and patient phenotypes—namely residual enzyme activity and responsiveness to sapropterin as conveyed by two alleles. This resource underscores the translational significance of functional research in PKU and offers a practical tool to support personalized treatment in clinical settings.</p>","PeriodicalId":16281,"journal":{"name":"Journal of Inherited Metabolic Disease","volume":"48 5","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jimd.70067","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Inherited Metabolic Disease","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/jimd.70067","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Extensive studies have examined the clinical manifestations, pathogenic mechanisms, and genetic variations of phenylketonuria (PKU) across different populations, resulting in a substantial collection of molecular genetic data on the phenylalanine hydroxylase (PAH) gene and its variants. However, many genotypes are associated with a range of clinical phenotypes, as well as variable responsiveness to sapropterin, presenting ongoing challenges for effective treatment. To address this, we enhanced the PAH activity landscapes method by incorporating high-throughput techniques, including automated pipetting, integrated data processing via Gaussian modeling of 3D surfaces, and bioinformatics analyses with robust quality control. Using PAH activity landscapes, we visualized PAH enzymatic function across 99 common PAH genotypes under varying metabolic and therapeutic conditions. This deep functional phenotyping approach enabled us to identify distinct genotype subpopulations by using consensus clustering, correlate them with clinical phenotypes, and propose subpopulation-specific treatment protocols. Our findings suggest that clinical phenotypes can be predicted and treatment regimens can be adjusted based on residual PAH function profiles. To further support personalized treatment strategies, we revised our publicly accessible PAH genotype & activity landscapes database to share the latest insights into PAH function and patient phenotypes—namely residual enzyme activity and responsiveness to sapropterin as conveyed by two alleles. This resource underscores the translational significance of functional research in PKU and offers a practical tool to support personalized treatment in clinical settings.

Abstract Image

基于个性化基因型的治疗苯丙酮尿的方法
广泛的研究调查了不同人群中苯丙酮尿症(PKU)的临床表现、致病机制和遗传变异,从而收集了大量关于苯丙氨酸羟化酶(PAH)基因及其变异的分子遗传数据。然而,许多基因型与一系列临床表型以及对沙普霉素的可变反应有关,这对有效治疗提出了持续的挑战。为了解决这个问题,我们通过结合高通量技术来增强多环芳烃活性景观方法,包括自动移液,通过3D表面的高斯建模集成数据处理,以及具有强大质量控制的生物信息学分析。利用多环芳烃活性图谱,我们可视化了99种常见多环芳烃基因型在不同代谢和治疗条件下的酶促功能。这种深度功能表型方法使我们能够通过共识聚类识别不同的基因型亚群,将它们与临床表型相关联,并提出亚群特异性治疗方案。我们的研究结果表明,临床表型可以预测,治疗方案可以根据残留的PAH功能谱进行调整。为了进一步支持个性化治疗策略,我们修订了可公开获取的PAH基因型;活动景观数据库,分享PAH功能和患者表型的最新见解-即残留酶活性和对沙普霉素的反应性,由两个等位基因传递。该资源强调了PKU功能研究的转化意义,并提供了一个实用的工具来支持临床环境中的个性化治疗。
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
Journal of Inherited Metabolic Disease
Journal of Inherited Metabolic Disease 医学-内分泌学与代谢
CiteScore
9.50
自引率
7.10%
发文量
117
审稿时长
4-8 weeks
期刊介绍: The Journal of Inherited Metabolic Disease (JIMD) is the official journal of the Society for the Study of Inborn Errors of Metabolism (SSIEM). By enhancing communication between workers in the field throughout the world, the JIMD aims to improve the management and understanding of inherited metabolic disorders. It publishes results of original research and new or important observations pertaining to any aspect of inherited metabolic disease in humans and higher animals. This includes clinical (medical, dental and veterinary), biochemical, genetic (including cytogenetic, molecular and population genetic), experimental (including cell biological), methodological, theoretical, epidemiological, ethical and counselling aspects. The JIMD also reviews important new developments or controversial issues relating to metabolic disorders and publishes reviews and short reports arising from the Society''s annual symposia. A distinction is made between peer-reviewed scientific material that is selected because of its significance for other professionals in the field and non-peer- reviewed material that aims to be important, controversial, interesting or entertaining (“Extras”).
×
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:604180095
Book学术官方微信