Advancements in precision medicine: multi-omics approach for tailored metformin treatment in type 2 diabetes

被引:3
作者
Anwardeen, Najeha Rizwana [1 ]
Naja, Khaled [1 ]
Elrayess, Mohamed A. [1 ,2 ]
机构
[1] Qatar Univ, Biomed Res Ctr, Doha, Qatar
[2] Qatar Univ, Coll Med, QU Hlth, Doha, Qatar
关键词
metformin; genomics; metabolomics; microbiomics; precision medicine; PERSONALIZED MEDICINE; GUT MICROBIOTA; GENETIC-VARIATION; AKKERMANSIA-MUCINIPHILA; INTESTINAL MICROBIOTA; INTEGRATIVE ANALYSIS; METABOLITE PROFILES; GLYCEMIC RESPONSE; DRUG-METABOLISM; PHARMACOKINETICS;
D O I
10.3389/fphar.2024.1506767
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Metformin has become the frontline treatment in addressing the significant global health challenge of type 2 diabetes due to its proven effectiveness in lowering blood glucose levels. However, the reality is that many patients struggle to achieve their glycemic targets with the medication and the cause behind this variability has not been investigated thoroughly. While genetic factors account for only about a third of this response variability, the potential influence of metabolomics and the gut microbiome on drug efficacy opens new avenues for investigation. This review explores the different molecular signatures to uncover how the complex interplay between genetics, metabolic profiles, and gut microbiota can shape individual responses to metformin. By highlighting the insights from recent studies and identifying knowledge gaps regarding metformin-microbiota interplay, we aim to highlight the path toward more personalized and effective diabetes management strategies and moving beyond the one-size-fits-all approach.
引用
收藏
页数:16
相关论文
共 50 条
[41]   Multi-Omics Approach to Improved Diagnosis and Treatment of Atopic Dermatitis and Psoriasis [J].
Rusinol, Lluis ;
Puig, Lluis .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (02)
[42]   Pharmacometabolomic Approach to Investigate the Response to Metformin in Patients with Type 2 Diabetes: A Cross-Sectional Study [J].
Naja, Khaled ;
Anwardeen, Najeha ;
Al-Hariri, Moustafa ;
Al Thani, Asmaa A. ;
Elrayess, Mohamed A. .
BIOMEDICINES, 2023, 11 (08)
[43]   A Network-Based Cancer Drug Discovery: From Integrated Multi-Omics Approaches to Precision Medicine [J].
Turanli, Beste ;
Karagoz, Kubra ;
Gulfidan, Gizem ;
Sinha, Raghu ;
Mardinoglu, Adil ;
Arga, Kazim Yalcin .
CURRENT PHARMACEUTICAL DESIGN, 2018, 24 (32) :3778-3790
[44]   Genetic polymorphisms impacting clinical pharmacology of drugs used to treat inflammatory bowel disease: a precursor to multi-omics approach to precision medicine [J].
Stanton, Matthew B. ;
Solinski, Mark A. ;
Hanauer, Stephen B. .
EXPERT REVIEW OF CLINICAL IMMUNOLOGY, 2025, 21 (04) :461-472
[45]   Leveraging Multi-Omics Approaches and Advanced Technologies to Unravel the Molecular Complexities, Modifiers, and Precision Medicine Strategies for Hemoglobin H Disease [J].
Pahelkar, Akshata ;
Sharma, Deep ;
Vohra, Payaam ;
Sawant, Sayli .
EUROPEAN JOURNAL OF HAEMATOLOGY, 2024, 113 (06) :738-744
[47]   Multi-Omics Approach for Studying Tears in Treatment-Naive Glaucoma Patients [J].
Rossi, Claudia ;
Cicalini, Ilaria ;
Cufaro, Maria Concetta ;
Agnifili, Luca ;
Mastropasqua, Leonardo ;
Lanuti, Paola ;
Marchisio, Marco ;
De Laurenzi, Vincenzo ;
Del Boccio, Piero ;
Pieragostino, Damiana .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (16)
[48]   Multi-omics characterization of type 2 diabetes mellitus-induced gastroenteropathy in the db/db mouse model [J].
Zhang, Yuxin ;
Zhang, Yanjiao ;
Yin, Ruiyang ;
Fang, Xinyi ;
Miao, Runyu ;
Guan, Huifang ;
Yao, Yiqi ;
Tian, Jiaxing .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2024, 12
[49]   Advancements in multi-omics research to address challenges in Alzheimer's disease: a systems biology approach utilizing molecular biomarkers and innovative strategies [J].
Cardillo, Madison ;
Katam, Keyura ;
Suravajhala, Prashanth .
FRONTIERS IN AGING NEUROSCIENCE, 2025, 17
[50]   A multi-omics approach to understand the influence of polyphenols in ovarian cancer for precision nutrition: a mini-review [J].
Tecchio Borsoi, Felipe ;
Ferreira Alves, Leticia ;
Neri-Numa, Iramaia Angelica ;
Geraldo, Murilo Vieira ;
Pastore, Glaucia Maria .
CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2025, 65 (06) :1037-1054