The application of post-translational modification oriented serum proteomics to assess experimental diabetes with complications

PLoS One. 2018 Nov 5;13(11):e0206509. doi: 10.1371/journal.pone.0206509. eCollection 2018.

Abstract

Proteome analysis of serum from type 2 diabetics with complications may lead to the discovery of diagnostic or prognostic biomarkers. To circumvent the principal barrier of serum proteomics, our investigation aimed to evaluate whether a study of post-translational modification enriched serum proteins could be valuable for the discovery of biomarkers or metabolic pathways related to type 2 diabetes pathogenesis. Type 2 diabetes was induced from high-fat diet fed Sprague Dawley rats with streptozotocin injection. Once diabetic status was confirmed, serum samples from either fasted healthy or diabetic rats were pooled and profiled by two-dimensional difference gel electrophoresis or comparative 2D electrophoresis after protein enrichments using immobilized metal ion, concanavalin A, and lentil affinity chromatography, respectively. Differential expressed proteins were identified and the associated networks were established by an Ingenuity Pathway Analysis. As a result, induced rats became severe diabetic and accompanied by hyperlipidemia, fatty liver, and glomerular hypertrophy. There were 3 total, 14 phosphorylated and 23 glycosylated protein targets differentially expressed. Proteins could be linked to HNF4A, HNF1A, and NFκB transcriptional factors and antigen presentation, humoral immune response, and inflammatory response pathways. Predicted organ toxicity in kidney, heart, and liver matched with our histopathological results. In conclusion, post-translational modification based serum protein enrichment could be a valuable approach to enhance the resolution of serum proteomics without depleting potentially valuable abundant proteins. Our results also indicated the potential association of the hepatic secretome and hepatocyte nuclear factors in the pathogenesis of type 2 diabetes and its complications.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Blood Proteins / metabolism*
  • Diabetes Mellitus, Experimental / blood
  • Diabetes Mellitus, Experimental / complications*
  • Diabetes Mellitus, Experimental / metabolism*
  • Diabetes Mellitus, Type 2 / blood
  • Diabetes Mellitus, Type 2 / complications*
  • Diabetes Mellitus, Type 2 / metabolism*
  • Male
  • Protein Processing, Post-Translational*
  • Proteomics*
  • Rats
  • Rats, Sprague-Dawley
  • Systems Biology

Substances

  • Blood Proteins

Grants and funding

This research was funded by the National Research Institute of Chinese Medicine, Ministry of Health and Welfare (NRICM98-DHM-04 to HKL and NRICM102-DBCM05-F1 to HKL), and the Cheng Hsin General Hospital Foundation (CHGH106-24 to HKL and CHGH107-23 to LCL). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.