A molecular morphometric approach to diabetic kidney disease can link structure to function and outcome

Kidney Int. 2018 Feb;93(2):439-449. doi: 10.1016/j.kint.2017.08.013. Epub 2017 Oct 18.

Abstract

Diabetic kidney disease is the leading cause of kidney failure. However, studies of molecular mechanisms of early kidney damage are lacking. Here we examined for possible linkage between transcriptional regulation and quantitative structural damage in early diabetic kidney disease in Pima Indians with type 2 diabetes. Tissue obtained from protocol kidney biopsies underwent genome-wide compartment-specific gene expression profiling and quantitative morphometric analysis. The ultrastructural lesion most strongly associated with transcriptional regulation was cortical interstitial fractional volume (VvInt), an index of tubule-interstitial damage. Transcriptional co-expression network analysis identified 1843 transcripts that correlated significantly with VvInt. These transcripts were enriched for pathways associated with mitochondrial dysfunction, inflammation, migratory mechanisms, and tubular metabolic functions. Pathway network analysis identified IL-1β as a key upstream regulator of the inflammatory response and five transcription factors cooperating with p53 to regulate metabolic functions. VvInt-associated transcripts showed significant correlation with the urine albumin to creatinine ratio and measured glomerular filtration rate 10 years after biopsy, establishing a link between the early molecular events and long-term disease progression. Thus, molecular mechanisms active early in diabetic kidney disease were revealed by correlating intrarenal transcripts with quantitative morphometry and long-term outcomes. This provides a starting point for identification of urgently needed therapeutic targets and non-invasive biomarkers of early diabetic kidney disease.

Keywords: diabetic nephropathy; longitudinal phenotype; morphogenomics; pathway networks; transcriptomic profiling.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Diabetes Mellitus, Type 2 / diagnosis
  • Diabetes Mellitus, Type 2 / ethnology
  • Diabetes Mellitus, Type 2 / genetics*
  • Diabetes Mellitus, Type 2 / therapy
  • Diabetic Nephropathies / diagnosis
  • Diabetic Nephropathies / ethnology
  • Diabetic Nephropathies / genetics*
  • Diabetic Nephropathies / therapy
  • Disease Progression
  • Female
  • Gene Expression Profiling / methods*
  • Gene Regulatory Networks
  • Genetic Markers
  • Genetic Predisposition to Disease
  • Glomerular Filtration Rate / genetics
  • Humans
  • Indians, North American / genetics
  • Kidney / chemistry*
  • Kidney / ultrastructure
  • Male
  • Middle Aged
  • Phenotype
  • RNA, Messenger / genetics*
  • Randomized Controlled Trials as Topic
  • Signal Transduction / genetics
  • Time Factors
  • Transcription, Genetic*
  • Transcriptome
  • United States / epidemiology

Substances

  • Genetic Markers
  • RNA, Messenger