Evidence map›Paper›PMID 27080554›Full record

ArticleScientific reports2016

Insulin resistance is associated with altered amino acid metabolism and adipose tissue dysfunction in normoglycemic women.

Petri Wiklund, Xiaobo Zhang, Satu Pekkala, Reija Autio, Lingjia Kong, Yifan Yang, Sirkka Keinänen-Kiukaanniemi, Markku Alen, Sulin Cheng

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 1 pooled it
3.5field-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

46 citing papers in PubMed, 1 synthesis or guideline pooled it, 64 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Review
  6. Article
  7. Impact of obesity on aromatic amino acids and brain glucose during acute hyperglycemia.American journal of physiology. Endocrinology and metabolism · 2026
    Article
  8. Observational
  9. Article
  10. The Performance ofFoods (Basel, Switzerland) · 2025
    Article
  11. Role of AMP deaminase in diabetic cardiomyopathy.Molecular and cellular biochemistry · 2024
    Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
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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

9 authors at 5 institutions in 2 countries.

Petri WiklundShanghai Jiao Tong University, Shanghai, China.
Xiaobo ZhangShanghai Jiao Tong University, Shanghai, China.
Satu PekkalaDepartment of Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Reija AutioSchool of Health Sciences, University of Tampere, Tampere, Finland.
Lingjia KongDepartment of Signal Processing, Tampere University of Technology, Tampere, Finland.
Yifan YangShanghai Jiao Tong University, Shanghai, China.
Sirkka Keinänen-KiukaanniemiCenter for Life Course Health Research, University of Oulu, Oulu, Finland.
Markku AlenCenter for Life Course Health Research, University of Oulu, Oulu, Finland.
Sulin ChengShanghai Jiao Tong University, Shanghai, China.
Shanghai Jiao Tong University · CNUniversity of Jyväskylä · FIUniversity of Oulu · FITampere University · FITampere University · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Insulin resistance is associated adiposity, but the mechanisms are not fully understood. In this study, we aimed to identify early metabolic alterations associated with insulin resistance in normoglycemic women with varying degree of adiposity. One-hundred and ten young and middle-aged women were divided into low and high IR groups based on their median HOMA-IR (0.9 ± 0.4 vs. 2.8 ± 1.2). Body composition was assessed using DXA, skeletal muscle and liver fat by proton magnetic resonance spectroscopy, serum metabolites by nuclear magnetic resonance spectroscopy and adipose tissue and skeletal muscle gene expression by microarrays. High HOMA-IR subjects had higher serum branched-chain amino acid concentrations (BCAA) (p < 0.05 for both). Gene expression analysis of subcutaneous adipose tissue revealed significant down-regulation of genes related to BCAA catabolism and mitochondrial energy metabolism and up-regulation of several inflammation-related pathways in high HOMA-IR subjects (p < 0.05 for all), but no differentially expressed genes in skeletal muscle were found. In conclusion, in normoglycemic women insulin resistance was associated with increased serum BCAA concentrations, down-regulation of mitochondrial energy metabolism and increased expression of inflammation-related genes in the adipose tissue.

Indexed as

Blood GlucoseInsulin ResistanceAdipose TissueAmino AcidsAnthropometryBody CompositionFemaleGene ExpressionHumansInflammationMuscle, SkeletalPhosphorylationSignal TransductionSubcutaneous FatAmino AcidsBlood Glucose

Identifiers

PMID27080554
PMCPMC4832240
OpenAlexW2340342654

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.