Scientific Reports (Aug 2017)

Transcriptome-based network analysis reveals renal cell type-specific dysregulation of hypoxia-associated transcripts

  • Natallia Shved,
  • Gregor Warsow,
  • Felix Eichinger,
  • David Hoogewijs,
  • Simone Brandt,
  • Peter Wild,
  • Matthias Kretzler,
  • Clemens D. Cohen,
  • Maja T. Lindenmeyer

DOI
https://doi.org/10.1038/s41598-017-08492-y
Journal volume & issue
Vol. 7, no. 1
pp. 1 – 17

Abstract

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Abstract Accumulating evidence suggests that dysregulation of hypoxia-regulated transcriptional mechanisms is involved in development of chronic kidney diseases (CKD). However, it remains unclear how hypoxia-induced transcription factors (HIFs) and subsequent biological processes contribute to CKD development and progression. In our study, genome-wide expression profiles of more than 200 renal biopsies from patients with different CKD stages revealed significant correlation of HIF-target genes with eGFR in glomeruli and tubulointerstitium. These correlations were positive and negative and in part compartment-specific. Microarrays of proximal tubular cells and podocytes with stable HIF1α and/or HIF2α suppression displayed cell type-specific HIF1/HIF2-dependencies as well as dysregulation of several pathways. WGCNA analysis identified gene sets that were highly coregulated within modules. Characterization of the modules revealed common as well as cell group- and condition-specific pathways, GO-Terms and transcription factors. Gene expression analysis of the hypoxia-interconnected pathways in patients with different CKD stages revealed an increased dysregulation with loss of renal function. In conclusion, our data clearly point to a compartment- and cell type-specific dysregulation of hypoxia-associated gene transcripts and might help to improve the understanding of hypoxia, HIF dysregulation, and transcriptional program response in CKD.