Evidence map›Paper›PMID 22065088›Full record

Trial reportDiabetologia2012

Branched-chain amino acid levels are associated with improvement in insulin resistance with weight loss.

S H Shah, D R Crosslin, C S Haynes, S Nelson, C B Turer, R D Stevens, M J Muehlbauer, B R Wenner, J R Bain, B Laferrère and 10 more

Open access · bronzeAbstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in Diabetologia, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 210 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
210citing papers in PubMed, 5 pooled it
7.9field-weighted citation impact, top 2% 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

210 citing papers in PubMed, 5 syntheses or guidelines pooled it, 347 citations in OpenAlex.

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150 more citing papers are in PubMed but not listed here.

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

20 authors at 10 institutions in 1 country.

S H ShahDepartment of Medicine, DUMC, Duke University Medical Center, Box 3445, Durham, NC 27710, USA. svati.shah@duke.edu
D R Crosslin
C S Haynes
S Nelson
C B Turer
R D Stevens
M J Muehlbauer
B R Wenner
J R Bain
B Laferrère
P Gorroochurn
J Teixeira
P J Brantley
V J Stevens
J F Hollis
L J Appel
L F Lien
B Batch
C B Newgard
L P Svetkey
Duke University · USDuke Medical Center · USColumbia University · USKaiser Permanente Center for Health Research · USUniversity of Washington · USCenter for Human Genetics · USJohns Hopkins University · USPennington Biomedical Research Center · USSt. Luke's-Roosevelt Hospital Center · USThe University of Texas Southwestern Medical Center · US

Funding

CTSA INFRASTRUCTURE FOR PEDIATRIC RESEARCHUL1RR024156 · NCRR · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GINSBERG, HENRY N · 2006 to 2011
$53.0M
Pilot Project for the DTMI CRA ProgramUL1RR024128 · NCRR · DUKE UNIVERSITY · PI CALIFF, ROBERT M · 2006 to 2010
$48.1M
RESEARCH TRAININGP30DK026687 · NIDDK · ST. LUKE'S-ROOSEVELT INST FOR HLTH SCIS · PI Anthony W Ferrante, DYMPNA GALLAGHER · 1986 to 2026
$33.0M
Resource Core 3 - Metabolomics CoreP30AG028716 · NIA · DUKE UNIVERSITY · PI CATHLEEN S COLON-EMERIC · 2006 to 2026
$24.6M
WEIGHT LOSS MAINTENANCE TRIALU01HL068676 · NHLBI · KAISER FOUNDATION RESEARCH INSTITUTE · PI STEVENS, VICTOR J · 2003 to 2009
$7.4M
Mechanisms of Diabetes Control After Weight Loss SurgeryR01DK067561 · NIDDK · ST. LUKE'S-ROOSEVELT INST FOR HLTH SCIS · PI LAFERRERE, BLANDINE B · 2005 to 2013
$3.1M
WEIGHT LOSS MAINTENANCE TRIALU01HL068734 · NHLBI · DUKE UNIVERSITY · PI SVETKEY, LAURA P · 2003 to 2007
$3.1M
WEIGHT LOSS MAINTENANCE TRIALU01HL068790 · NHLBI · KAISER FOUNDATION RESEARCH INSTITUTE · PI HOLLIS, JACK F · 2003 to 2007
$2.4M
WEIGHT LOSS MAINTENANCE TRIALU01HL068920 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI APPEL, LAWRENCE JOHN · 2003 to 2007
$2.4M
WEIGHT LOSS MAINTENANCE TRIALU01HL068955 · NHLBI · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI BRANTLEY, PHILLIP J · 2003 to 2007
$2.3M
PSYCHIATRIC GENETICS AND FAMILY STUDIES--ROBUST METHODSR01MH048858 · NIMH · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI HODGE, SUSAN E. · 1992 to 2010
$1.5M
NCRR NIH HHS 1UL1 RR024128-01NCRR NIH HHS 1 UL1 RR024156-02NCRR NIH HHS UL1 RR024128NCRR NIH HHS UL1 RR024156NHLBI NIH HHS HL68676NHLBI NIH HHS HL68734NHLBI NIH HHS HL68790NHLBI NIH HHS HL68920NHLBI NIH HHS HL68955NHLBI NIH HHS U01 HL068676NHLBI NIH HHS U01 HL068734NHLBI NIH HHS U01 HL068790NHLBI NIH HHS U01 HL068920NHLBI NIH HHS U01 HL068955NIA NIH HHS P30 AG028716NIDDK NIH HHS DK-26687NIDDK NIH HHS DK-63068-05NIDDK NIH HHS P30 DK026687NIDDK NIH HHS R01 DK067561NIDDK NIH HHS R01-DK67561NIMH NIH HHS MH-48858NIMH NIH HHS R01 MH048858
6 · The paper itself

Abstract

aims/hypothesisInsulin resistance (IR) improves with weight loss, but this response is heterogeneous. We hypothesised that metabolomic profiling would identify biomarkers predicting changes in IR with weight loss.

methodsTargeted mass spectrometry-based profiling of 60 metabolites, plus biochemical assays of NEFA, β-hydroxybutyrate, ketones, insulin and glucose were performed in baseline and 6 month plasma samples from 500 participants who had lost ≥4 kg during Phase I of the Weight Loss Maintenance (WLM) trial. Homeostatic model assessment of insulin resistance (HOMA-IR) and change in HOMA-IR with weight loss (∆HOMA-IR) were calculated. Principal components analysis (PCA) and mixed models adjusted for race, sex, baseline weight, and amount of weight loss were used; findings were validated in an independent cohort of patients (n = 22).

resultsMean weight loss was 8.67 ± 4.28 kg; mean ∆HOMA-IR was -0.80 ± 1.73, range -28.9 to 4.82). Baseline PCA-derived factor 3 (branched chain amino acids [BCAAs] and associated catabolites) correlated with baseline HOMA-IR (r = 0.50, p < 0.0001) and independently associated with ∆HOMA-IR (p < 0.0001). ∆HOMA-IR increased in a linear fashion with increasing baseline factor 3 quartiles. Amount of weight loss was only modestly correlated with ∆HOMA-IR (r = 0.24). These findings were validated in the independent cohort, with a factor composed of BCAAs and related metabolites predicting ∆HOMA-IR (p = 0.007). CONCLUSIONS/

interpretationA cluster of metabolites comprising BCAAs and related analytes predicts improvement in HOMA-IR independent of the amount of weight lost. These results may help identify individuals most likely to benefit from moderate weight loss and elucidate novel mechanisms of IR in obesity.

Indexed as

Insulin ResistanceAdultAlgorithmsAmino AcidsAmino Acids, Branched-ChainBiomarkersBody Mass IndexBody WeightCohort StudiesFemaleHumansMaleMass SpectrometryMiddle AgedPrincipal Component AnalysisWeight LossAmino AcidsAmino Acids, Branched-ChainBiomarkers

Identifiers

PMID22065088
PMCPMC3667157
OpenAlexW2095552627

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.