ReviewCirculation. Genomic and precision medicine2018
Human Genetics of Obesity and Type 2 Diabetes Mellitus: Past, Present, and Future.
Review in Circulation. Genomic and precision medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
41 citing papers in PubMed, 1 synthesis or guideline pooled it.
- PPARG (Pro12Ala) genetic variant and risk of T2DM: a systematic review and meta-analysis.Scientific reports · 2020Pooled it
- POLYCYSTIC OVARY SYNDROME: ORIGINS AND IMPLICATIONS: Genetics of polycystic ovary syndrome (PCOS).Reproduction (Cambridge, England) · 2025Review
- From Human to Mouse and Back Again: Genetic and Genomic Ta(i)les of Islet Dysfunction in Type 2 Diabetes.Annual review of genetics · 2025Review
- A comprehensive evaluation of candidate genetic polymorphisms in a large histologically characterized MASLD cohort using a novel framework.Hepatology communications · 2025Article
- Obesity-related indices as predictors of lower extremity arterial disease in type 2 diabetes mellitus.Endocrine · 2025Review
- How Real-World Data Can Facilitate the Development of Precision Medicine Treatment in Psychiatry.Biological psychiatry · 2024Review
- Multi-Omics Analysis Revealed the rSNPs Potentially Involved in T2DM Pathogenic Mechanism and Metformin Response.International journal of molecular sciences · 2024Article
- Lessons and Applications of Omics Research in Diabetes Epidemiology.Current diabetes reports · 2024Review
- Non-classical monocytes frequency and serum vitamin DJournal of diabetes investigation · 2023Article
- Evidence LinkingInternational journal of molecular sciences · 2023Article
- Proteomic Predictors of Incident Diabetes: Results From the Atherosclerosis Risk in Communities (ARIC) Study.Diabetes care · 2023Article
- Obesity and type 2 diabetes mellitus: connections in epidemiology, pathogenesis, and treatments.Frontiers in endocrinology · 2023 · on this mapReview
- The Effect ofThe Malaysian journal of medical sciences : MJMS · 2022Review
- Association of gene polymorphisms with body weight changes in prediabetic patients.Molecular biology reports · 2022Article
- Individual differences in the effects of the ACTION-PAC intervention: an application of personalized medicine in the prevention and treatment of obesity.Journal of behavioral medicine · 2022Article
- Relationship between glucose homeostasis and obesity in early life-a study of Italian children and adolescents.Human molecular genetics · 2022Article
- Functional variants in cytochrome b5 type A (CYB5A) are enriched in Southwest American Indian individuals and associate with obesity.Obesity (Silver Spring, Md.) · 2022Article
- The Effect ofPharmacogenomics and personalized medicine · 2022Article
- Multi-Omic Approaches to Identify Genetic Factors in Metabolic Syndrome.Comprehensive Physiology · 2021Article
- Association of ACE I/D and PAI-1 4G/5G polymorphisms with susceptibility to type 2 diabetes mellitus.Journal of diabetes and metabolic disorders · 2021Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
Type 2 diabetes mellitus (T2D) and obesity already represent 2 of the most prominent risk factors for cardiovascular disease, and are destined to increase in importance given the global changes in lifestyle. Ten years have passed since the first round of genome-wide association studies for T2D and obesity. During this decade, we have witnessed remarkable developments in human genetics. We have graduated from the despair of candidate gene-based studies that generated few consistently replicated genotype-phenotype associations, to the excitement of an exponential harvest of loci robustly associated with medical outcomes through ever larger genome-wide association study meta-analyses. As well as discovering hundreds of loci, genome-wide association studies have provided transformative insights into the genetic architecture of T2D and other complex traits, highlighting the extent of polygenicity and the tiny effect sizes of many common risk alleles. Genome-wide association studies have also provided a critical starting point for discovering new biology relevant to these traits. Expectations are high that these discoveries will foster development of more effective strategies for intervention, through optimization of precision medicine approaches. In this article, we review current knowledge and provide suggestions for the next steps in genetic research for T2D and obesity. We focus on four areas relevant to precision medicine: genetic architecture, pharmacogenetics and other gene-environment interactions, mechanistic inference, and drug development. As we describe, the genetic architecture of complex traits has major implications for the prospects of precision medicine, rendering some anticipated approaches decidedly unrealistic. We highlight obstacles to the translation of human genetic findings into mechanism inference but are optimistic that, as these are overcome, there is untapped potential for novel drugs and more effective strategies for treating and preventing T2D and obesity.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.