Critical appraisal of transporter gene polymorphisms on metformin efficacy in type 2 diabetes mellitus

Abstract This critical appraisal reviews the article by Sidiq et al. on transporter gene polymorphisms and metformin efficacy in type 2 diabetes. The study strengthens evidence linking SLC22A1 and SLC47A1 variants to treatment response. We highlight the limited clinical use of genetic screening, particularly in low-resource settings, and call for inclusion of diverse populations and multi-omic approaches to enhance predictive value. Affordable genotyping and decision-support tools are essential for translating these findings into practice and advancing personalized diabetes therapy.

Authors

Institutions

Publication Details

Journal
Egyptian Journal of Medical Human Genetics
Published
2025-12-31
DOI
https://doi.org/10.1186/s43042-025-00832-2
Primary Topic
Metabolism, Diabetes, and Cancer
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Critical appraisal of transporter gene polymorphisms on metformin efficacy in type 2 diabetes mellitus

Muhammad Khizar, Muhammad Zaib, Hasiba Karimi, Hasibullah Aminpoor
Egyptian Journal of Medical Human Genetics
Metabolism, Diabetes, and Cancer
article

Critical appraisal of transporter gene polymorphisms on metformin efficacy in type 2 diabetes mellitus

Muhammad Khizar, Muhammad Zaib, Hasiba Karimi, Hasibullah Aminpoor
article en

Abstract

Abstract This critical appraisal reviews the article by Sidiq et al. on transporter gene polymorphisms and metformin efficacy in type 2 diabetes. The study strengthens evidence linking SLC22A1 and SLC47A1 variants to treatment response. We highlight the limited clinical use of genetic screening, particularly in low-resource settings, and call for inclusion of diverse populations and multi-omic approaches to enhance predictive value. Affordable genotyping and decision-support tools are essential for translating these findings into practice and advancing personalized diabetes therapy.

Egyptian Journal of Medical Human GeneticsVol. 26(1)
Kabul University (AF), Bezmiâlem Vakıf Üniversitesi (TR), Georgian American University (GE)
Reduced inequalities
Openalex Percentile: Top 35%
Metabolism, Diabetes, and Cancer
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Critical appraisal of transporter gene polymorphisms on metformin efficacy in type 2 diabetes mellitus — Muhammad Khizar, Muhammad Zaib, et al. · Egyptian Journal of Medical Human Genetics (2025) | TGRS Research Map | TGRS