Applying Proteomics and Integrative "Omics" Strategies to Decipher the Chronic Kidney Disease-Related Atherosclerosis

Int J Mol Sci. 2021 Jul 13;22(14):7492. doi: 10.3390/ijms22147492.

Abstract

Patients with chronic kidney disease (CKD) are at increased risk of atherosclerosis and premature mortality, mainly due to cardiovascular events. However, well-known risk factors, which promote "classical" atherosclerosis are alone insufficient to explain the high prevalence of atherosclerosis-related to CKD (CKD-A). The complexity of the molecular mechanisms underlying the acceleration of CKD-A is still to be defied. To obtain a holistic picture of these changes, comprehensive proteomic approaches have been developed including global protein profiling followed by functional bioinformatics analyses of dysregulated pathways. Furthermore, proteomics surveys in combination with other "omics" techniques, i.e., transcriptomics and metabolomics as well as physiological assays provide a solid ground for interpretation of observed phenomena in the context of disease pathology. This review discusses the comprehensive application of various "omics" approaches, with emphasis on proteomics, to tackle the molecular mechanisms underlying CKD-A progression. We summarize here the recent findings derived from global proteomic approaches and underline the potential of utilizing integrative systems biology, to gain a deeper insight into the pathogenesis of CKD-A and other disorders.

Keywords: atherosclerosis; cardiovascular disease; chronic kidney disease; multiomics; proteomics.

Publication types

  • Review

MeSH terms

  • Animals
  • Atherosclerosis / complications*
  • Computational Biology / methods*
  • Genomics / methods*
  • Humans
  • Metabolomics / methods*
  • Proteomics / methods*
  • Renal Insufficiency, Chronic / etiology
  • Renal Insufficiency, Chronic / metabolism
  • Renal Insufficiency, Chronic / pathology*
  • Systems Biology