Evidence map›Paper›PMID 40680056›Full record

ArticleDiabetes2025

Bidirectional Mendelian Randomization Indicates Causal Relationships Between Circulating Branched-Chain Amino Acids and Metabolic Health.

Raina Y Jia, Jian-Hua Chen, Sam Lockhart, Brian Y H Lam, Katherine A Kentistou, Yajie Zhao, Eugene J Gardner, John R B Perry, Stephen O'Rahilly, Felix R Day and 1 more

Abstract read
In one paragraph

Article in Diabetes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Raina Y JiaMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.ORCID 0000-0003-2234-8238
Jian-Hua ChenMRC Metabolic Diseases Unit, Metabolic Research Laboratories and National Institute for Health and Care Research Cambridge Biomedical Research Centre, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Sam LockhartMRC Metabolic Diseases Unit, Metabolic Research Laboratories and National Institute for Health and Care Research Cambridge Biomedical Research Centre, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Brian Y H LamMRC Metabolic Diseases Unit, Metabolic Research Laboratories and National Institute for Health and Care Research Cambridge Biomedical Research Centre, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Katherine A KentistouMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Yajie ZhaoMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Eugene J GardnerMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
John R B PerryMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Stephen O'RahillyMRC Metabolic Diseases Unit, Metabolic Research Laboratories and National Institute for Health and Care Research Cambridge Biomedical Research Centre, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.ORCID 0000-0003-2199-4449
Felix R DayMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.
Ken K OngMedical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, U.K.ORCID 0000-0003-4689-7530

Funding

Medical Research Council MC_UU_00006/2Wellcome Trust
6 · The paper itself

Abstract

Branched-chain amino acids (BCAAs) are essential nutrients for humans. An elevated circulating BCAA level has been associated with obesity and type 2 diabetes (T2D), but the causal role of BCAAs in metabolic health remains unclear. Using a two-sample bidirectional Mendelian randomization (MR) approach, we assessed the bidirectional causal effects of circulating BCAAs on body composition, lipids, glucose metabolism, and insulin sensitivity in ∼250,000 UK Biobank participants. In MR models, a higher circulating level of BCAAs seemed to be the outcome of poor metabolic health, including higher BMI, more circulating triglycerides (TGs), lower HDL cholesterol (HDL-C), greater insulin resistance, and higher T2D risk (all P < 6 × 10-4). Conversely, a higher level of BCAAs as the exposure seemed causally associated with more TGs and lower HDL-C (indicating dyslipidemia), independent of BMI and T2D risk. Our bioinformatic and functional analyses further identified PDE3B as a potential regulator of BCAAs and lipid metabolism in adipocytes. These findings confirm the role of circulating BCAAs as a biomarker reflecting metabolic health and identify a potential bidirectional causal link with lipid dysregulation. Additional studies should explore how BCAAs affect lipid metabolism in both insulin-resistant and metabolically healthy individuals. ARTICLE HIGHLIGHTS: We undertook this study to estimate the causal role of circulating branched-chain amino acids (BCAAs) in metabolic health using genetics. Are circulating BCAAs a cause or consequence of metabolic health? We found that a higher circulating level of BCAAs likely reflects poorer metabolic health. There is a potential bidirectional causal link between BCAAs and dyslipidemia that warrants further tissue-specific functional studies. Our findings suggest that BCAAs may causally affect lipid metabolism, with adipocytes as a key site. Understanding tissue-specific pathways of BCAA-induced lipid dysregulation could guide BCAAs' potential as a clinical intervention target.

Indexed as

Amino Acids, Branched-ChainDiabetes Mellitus, Type 2Body CompositionBody Mass IndexCholesterol, HDLFemaleHumansInsulin ResistanceLipid MetabolismMaleMendelian Randomization AnalysisMiddle AgedTriglyceridesAmino Acids, Branched-ChainCholesterol, HDLTriglycerides

Identifiers

PMID40680056
PMCPMC12451081

What OpenQuestion holds

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Registered trials

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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.