Evidence map›Paper›PMID 27129722›Full record

ArticleObesity (Silver Spring, Md.)2016

Metabolomic profiling to dissect the role of visceral fat in cardiometabolic health.

Cristina Menni, Marie Migaud, Craig A Glastonbury, Michelle Beaumont, Aikaterini Nikolaou, Kerrin S Small, Mary Julia Brosnan, Robert P Mohney, Tim D Spector, Ana M Valdes

Open access · hybridAbstract read
In one paragraph

Article in Obesity (Silver Spring, Md.), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 2 pooled it
3.0field-weighted citation impact, top 9% 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

30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.

  1. Pooled it
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  8. Lactate Metabolism in Health and Disease.Advances in experimental medicine and biology · 2025
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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

10 authors at 5 institutions in 2 countries.

Cristina MenniDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
Marie MigaudSchool of Pharmacy, Queen's University Belfast, Belfast, UK.
Craig A GlastonburyDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
Michelle BeaumontDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
Aikaterini NikolaouDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
Kerrin S SmallDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
Mary Julia BrosnanPfizer Worldwide Research and Development, Clinical Research Statistics, Groton, Connecticut, USA.
Robert P MohneyMetabolon, Inc., Durham, North Carolina, USA.
Tim D SpectorDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
Ana M ValdesDepartment of Twin Research and Genetic Epidemiology, Kings College London, London, UK.
King's College London · GBMetabolon (United States) · USNottingham City Hospital · GBPfizer (United States) · USQueen's University Belfast · GB

Funding

British Heart Foundation SP/14/8/31352Medical Research Council MR/L01999X/1Medical Research Council MR/M004422/1Medical Research Council MR/M016560/1Wellcome Trust 105022/Z/14/Z
6 · The paper itself

Abstract

objectiveAbdominal obesity is associated with increased risk of type 2 diabetes (T2D) and cardiovascular disease. The aim of this study was to assess whether metabolomic markers of T2D and blood pressure (BP) act on these traits via visceral fat (VF) mass.

methodsMetabolomic profiling of 280 fasting plasma metabolites was conducted on 2,401 women from TwinsUK. The overlap was assessed between published metabolites associated with T2D, insulin resistance, or BP and those that were identified to be associated with VF (after adjustment for covariates) measured by dual-energy X-ray absorptiometry.

resultsIn addition to glucose, six metabolites were strongly associated with both VF mass and T2D: lactate and branched-chain amino acids, all of them related to metabolism and the tricarboxylic acid cycle; on average, 38.5% of their association with insulin resistance was mediated by their association with VF mass. Five metabolites were associated with BP and VF mass including the inflammation-associated peptide HWESASXX, the steroid hormone androstenedione, lactate, and palmitate. On average, 29% of their effect on BP was mediated by their association with VF mass.

conclusionsLittle overlap was found between the metabolites associated with BP and those associated with insulin resistance via VF mass.

Indexed as

Absorptiometry, PhotonAgedAmino Acids, Branched-ChainBlood GlucoseBlood PressureBody Mass IndexCardiovascular DiseasesCitric Acid CycleCross-Sectional StudiesDiabetes Mellitus, Type 2FemaleHumansIntra-Abdominal FatLactic AcidLinear ModelsMetabolic SyndromeAmino Acids, Branched-ChainBlood GlucoseLactic Acid

Identifiers

PMID27129722
PMCPMC4914926
OpenAlexW2343829819

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.