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Evaluation of Interstitial Fibrosis in Chronic Kidney Disease by Multiparametric Functional MRI and Histopathologic Analysis

Overview
Journal Eur Radiol
Specialty Radiology
Date 2022 Dec 11
PMID 36502460
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Abstract

Objectives: To investigate the diagnostic value of functional MRI to assess renal interstitial fibrosis in patients with chronic kidney disease (CKD).

Methods: We prospectively recruited 80 CKD patients who underwent renal biopsies and 16 healthy volunteers to undergo multiparametric functional MRI examinations. The Oxford MEST-C classification was used to score the interstitial fibrosis. The diagnostic performance of functional MRI to discriminate interstitial fibrosis was evaluated by calculating the area under the receiver operating characteristic (ROC) curves.

Results: IgA nephropathy (60%) accounted for the majority of pathologic type in the CKD patients. Apparent diffusion coefficient (ADC) from diffusion-weighted imaging (DWI) was correlated with interstitial fibrosis (rho = -0.73). Decreased renal blood flow (RBF) derived from arterial spin labeling (rho = -0.78) and decreased perfusion fraction (f) derived from DWI (rho = -0.70) were accompanied by increased interstitial fibrosis. The T1 value from T1 mapping correlated with interstitial fibrosis (rho = 0.67) (all p < 0.01). The areas under the ROC curve for the discrimination of ≤ 25% vs. > 25% and ≤ 50% vs. > 50% interstitial fibrosis were 0.87 (95% confidence interval, 0.78 to 0.94) and 0.93 (0.86 to 0.98) by ADC, 0.84 (0.74 to 0.91) and 0.94 (0.86 to 0.98) by f, 0.93 (0.85 to 0.98) and 0.90 (0.82 to 0.96) by RBF, and 0.91 (0.83 to 0.96) and 0.77 (0.66 to 0.85) by T1, respectively.

Conclusions: Functional MRI parameters were strongly correlated with the interstitial fibrosis of CKD. Therefore, it might a powerful tool to assess interstitial fibrosis of CKD noninvasively.

Key Points: • In CKD patients, the renal cortical ADC value decreased and T1 value increased significantly compared with healthy volunteers. • Functional MRI revealed significantly decreased renal perfusion in CKD patients compared with healthy volunteers. • The renal cortical ADC, f, RBF, and T1 values were strongly correlated with the interstitial fibrosis of CKD.

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References
1.
Levey A, Atkins R, Coresh J, Cohen E, Collins A, Eckardt K . Chronic kidney disease as a global public health problem: approaches and initiatives - a position statement from Kidney Disease Improving Global Outcomes. Kidney Int. 2007; 72(3):247-59. DOI: 10.1038/sj.ki.5002343. View

2.
Luciano R, Moeckel G . Update on the Native Kidney Biopsy: Core Curriculum 2019. Am J Kidney Dis. 2019; 73(3):404-415. DOI: 10.1053/j.ajkd.2018.10.011. View

3.
Cheng O, Thuillier R, Sampson E, Schultz G, Ruiz P, Zhang X . Connective tissue growth factor is a biomarker and mediator of kidney allograft fibrosis. Am J Transplant. 2006; 6(10):2292-306. DOI: 10.1111/j.1600-6143.2006.01493.x. View

4.
Papasotiriou M, Genovese F, Klinkhammer B, Kunter U, Nielsen S, Karsdal M . Serum and urine markers of collagen degradation reflect renal fibrosis in experimental kidney diseases. Nephrol Dial Transplant. 2015; 30(7):1112-21. DOI: 10.1093/ndt/gfv063. View

5.
Morrell G, Zhang J, Lee V . Magnetic Resonance Imaging of the Fibrotic Kidney. J Am Soc Nephrol. 2017; 28(9):2564-2570. PMC: 5576931. DOI: 10.1681/ASN.2016101089. View