Proteomic analysis in type 2 diabetes patients before and after a very low calorie diet reveals potential disease state and intervention specific biomarkers

PLoS One. 2014 Nov 21;9(11):e112835. doi: 10.1371/journal.pone.0112835. eCollection 2014.

Abstract

Very low calorie diets (VLCD) with and without exercise programs lead to major metabolic improvements in obese type 2 diabetes patients. The mechanisms underlying these improvements have so far not been elucidated fully. To further investigate the mechanisms of a VLCD with or without exercise and to uncover possible biomarkers associated with these interventions, blood samples were collected from 27 obese type 2 diabetes patients before and after a 16-week VLCD (Modifast ∼ 450 kcal/day). Thirteen of these patients followed an exercise program in addition to the VCLD. Plasma was obtained from 27 lean and 27 obese controls as well. Proteomic analysis was performed using mass spectrometry (MS) and targeted multiple reaction monitoring (MRM) and a large scale isobaric tags for relative and absolute quantitation (iTRAQ) approach. After the 16-week VLCD, there was a significant decrease in body weight and HbA1c in all patients, without differences between the two intervention groups. Targeted MRM analysis revealed differences in several proteins, which could be divided in diabetes-associated (fibrinogen, transthyretin), obesity-associated (complement C3), and diet-associated markers (apolipoproteins, especially apolipoprotein A-IV). To further investigate the effects of exercise, large scale iTRAQ analysis was performed. However, no proteins were found showing an exercise effect. Thus, in this study, specific proteins were found to be differentially expressed in type 2 diabetes patients versus controls and before and after a VLCD. These proteins are potential disease state and intervention specific biomarkers.

Trial registration: Controlled-Trials.com ISRCTN76920690.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / metabolism*
  • Caloric Restriction*
  • Diabetes Mellitus, Type 2 / metabolism*
  • Female
  • Glycated Hemoglobin / metabolism
  • Humans
  • Male
  • Mass Spectrometry
  • Middle Aged
  • Proteomics*

Substances

  • Biomarkers
  • Glycated Hemoglobin A
  • hemoglobin A1c protein, human

Associated data

  • ISRCTN/ISRCTN76920690

Grants and funding

This study was funded by an unrestricted grant of Roba Metals BV (IJsselstein, The Netherlands). Nutrition & Santé (Antwerp, Belgium) freely supplied the Modifast. This research was furthermore supported by the Center for Translational Molecular Medicine (CTMM), project PREDICCt (grant 01C-104), and by grants from the Center of Medical Systems Biology (CMSB), the Netherlands Consortium for Systems Biology (NCSB) established by The Netherlands Genomics Initiative/Netherlands Organization for Scientific Research (NGI/NWO). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.