Fibrosis imaging with multiparametric proton and sodium MRI in pig injury models

NMR Biomed. 2023 Feb;36(2):e4838. doi: 10.1002/nbm.4838. Epub 2022 Oct 25.

Abstract

Chronic kidney disease (CKD) is common and has huge implications for health and mortality. It is aggravated by intrarenal fibrosis, but the assessment of fibrosis is limited to kidney biopsies, which carry a risk of complications and sampling errors. This calls for a noninvasive modality for diagnosing and staging intrarenal fibrosis. The current, exploratory study evaluates a multiparametric MRI protocol including sodium imaging (23 Na-MRI) to determine the opportunities within this modality to assess kidney injury as a surrogate endpoint of fibrosis. The study includes 43 pigs exposed to ischemia-reperfusion injury (IRI) or unilateral ureteral obstruction (UUO), or serving as healthy controls. Fibrosis was determined using gene expression analysis of collagen. The medulla/cortex ratio of 23 Na-MRI decreased in the injured kidney in the IRI pigs, but not in the UUO pigs (p = 0.0180, p = 0.0754). To assess the combination of MRI parameters in estimating fibrosis, we created a linear regression model consisting of the cortical apparent diffusion coefficient, ΔR2*, ΔT1, the 23 Na medulla/cortex ratio, and plasma creatinine (R2 = 0.8009, p = 0.0117). The 23 Na medulla/cortex ratio only slightly improved the fibrosis prediction model, leaving 23 Na-MRI in an ambiguous place for evaluation of intrarenal fibrosis. Use of multiparametric MRI in combination with plasma creatinine shows potential for the estimation of fibrosis in human kidney disease, but more translational and clinical work is warranted before MRI can contribute to earlier diagnosis and evaluation of treatment for acute kidney injury and CKD.

Keywords: MRI; acute kidney injury; chronic kidney injury; fibrosis; sodium.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Creatinine
  • Disease Models, Animal
  • Fibrosis
  • Humans
  • Kidney / diagnostic imaging
  • Kidney / pathology
  • Magnetic Resonance Imaging / methods
  • Protons
  • Renal Insufficiency, Chronic* / complications
  • Renal Insufficiency, Chronic* / diagnostic imaging
  • Renal Insufficiency, Chronic* / pathology
  • Swine
  • Ureteral Obstruction* / diagnostic imaging
  • Ureteral Obstruction* / pathology

Substances

  • Protons
  • Creatinine