Evidence map›Paper›PMID 34131782›Full record

ArticleDiabetologia2021

Branched-chain amino acid metabolism is regulated by ERRα in primary human myotubes and is further impaired by glucose loading in type 2 diabetes.

Rasmus J O Sjögren, David Rizo-Roca, Alexander V Chibalin, Elin Chorell, Regula Furrer, Shintaro Katayama, Jun Harada, Håkan K R Karlsson, Christoph Handschin, Thomas Moritz and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Diabetologia, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 2 pooled it
3.1field-weighted citation impact, top 8% of its field
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

29 citing papers in PubMed, 2 syntheses or guidelines pooled it, 36 citations in OpenAlex.

  1. Pooled it
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  12. Branched-chain amino acid metabolism: Pathophysiological mechanism and therapeutic intervention in metabolic diseases.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Review
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  20. Estrogen-related Receptor Signaling in Skeletal Muscle Fitness.International journal of sports medicine · 2023
    Article
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

13 authors at 5 institutions in 3 countries.

Rasmus J O SjögrenDepartment of Molecular Medicine and Surgery, Integrative Physiology, Karolinska Institutet, Stockholm, Sweden.
David Rizo-RocaDepartment of Molecular Medicine and Surgery, Integrative Physiology, Karolinska Institutet, Stockholm, Sweden.
Alexander V ChibalinDepartment of Molecular Medicine and Surgery, Integrative Physiology, Karolinska Institutet, Stockholm, Sweden.
Elin ChorellDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Regula FurrerBiozentrum, University of Basel, Basel, Switzerland.
Shintaro KatayamaDepartment of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.
Jun HaradaCardiovascular-Metabolics Research Laboratories, Daiichi Sankyo Co., Ltd., Tokyo, Japan.
Håkan K R KarlssonDepartment of Molecular Medicine and Surgery, Integrative Physiology, Karolinska Institutet, Stockholm, Sweden.
Christoph HandschinBiozentrum, University of Basel, Basel, Switzerland.
Thomas MoritzSwedish Metabolomics Centre, Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Sciences, Umeå, Sweden.
Anna KrookDepartment of Physiology and Pharmacology, Integrative Physiology, Karolinska Institutet, Stockholm, Sweden.
Erik NäslundDivision of Surgery, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden.
Juleen R ZierathDepartment of Molecular Medicine and Surgery, Integrative Physiology, Karolinska Institutet, Stockholm, Sweden. juleen.zierath@ki.se.ORCID 0000-0001-6891-7497
Karolinska Institutet · SEUniversity of Basel · CHDaiichi-Sankyo (Japan) · JPSwedish University of Agricultural Sciences · SEUmeå University · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aims/hypothesisIncreased levels of branched-chain amino acids (BCAAs) are associated with type 2 diabetes pathogenesis. However, most metabolomic studies are limited to an analysis of plasma metabolites under fasting conditions, rather than the dynamic shift in response to a metabolic challenge. Moreover, metabolomic profiles of peripheral tissues involved in glucose homeostasis are scarce and the transcriptomic regulation of genes involved in BCAA catabolism is partially unknown. This study aimed to identify differences in circulating and skeletal muscle BCAA levels in response to an OGTT in individuals with normal glucose tolerance (NGT) or type 2 diabetes. Additionally, transcription factors involved in the regulation of the BCAA gene set were identified.

methodsPlasma and vastus lateralis muscle biopsies were obtained from individuals with NGT or type 2 diabetes before and after an OGTT. Plasma and quadriceps muscles were harvested from skeletal muscle-specific Ppargc1a knockout and transgenic mice. BCAA-related metabolites and genes were assessed by LC-MS/MS and quantitative RT-PCR, respectively. Small interfering RNA and adenovirus-mediated overexpression techniques were used in primary human skeletal muscle cells to study the role of PPARGC1A and ESRRA in the expression of the BCAA gene set. Radiolabelled leucine was used to analyse the impact of oestrogen-related receptor α (ERRα) knockdown on leucine oxidation.

resultsImpairments in BCAA catabolism in people with type 2 diabetes under fasting conditions were exacerbated after a glucose load. Branched-chain keto acids were reduced 37-56% after an OGTT in the NGT group, whereas no changes were detected in individuals with type 2 diabetes. These changes were concomitant with a stronger correlation with glucose homeostasis biomarkers and downregulated expression of branched-chain amino acid transaminase 2, branched-chain keto acid dehydrogenase complex subunits and 69% of downstream BCAA-related genes in skeletal muscle. In primary human myotubes overexpressing peroxisome proliferator-activated receptor γ coactivator-1α (PGC-1α, encoded by PPARGC1A), 61% of the analysed BCAA genes were upregulated, while 67% were downregulated in the quadriceps of skeletal muscle-specific Ppargc1a knockout mice. ESRRA (encoding ERRα) silencing completely abrogated the PGC-1α-induced upregulation of BCAA-related genes in primary human myotubes. CONCLUSIONS/

interpretationMetabolic inflexibility in type 2 diabetes impacts BCAA homeostasis and attenuates the decrease in circulating and skeletal muscle BCAA-related metabolites after a glucose challenge. Transcriptional regulation of BCAA genes in primary human myotubes via PGC-1α is ERRα-dependent.

Indexed as

Diabetes Mellitus, Type 2Amino Acids, Branched-ChainAnimalsChromatography, LiquidERRalpha Estrogen-Related ReceptorGlucoseHumansMiceMuscle Fibers, SkeletalMuscle, SkeletalPeroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alphaReceptors, EstrogenTandem Mass SpectrometryAmino Acids, Branched-ChainERRalpha Estrogen-Related ReceptorGlucosePeroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alphaReceptors, EstrogenBranched-chain amino acidOestrogen-related receptor αOral glucose tolerance testPeroxisome proliferator-activated receptor γ coactivator 1-αSkeletal muscleType 2 diabetes

Identifiers

PMID34131782
PMCPMC8382616
OpenAlexW3166959481

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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.