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Towards the identification of multi-parametric quantitative MRI biomarkers in lupus nephritis

Abstract : PURPOSE: To identify potential biomarkers of the renal impairment in lupus nephritis using a multi-parametric renal quantitative MRI (qMRI) protocol including diffusion weighted imaging (DWI), blood oxygen level dependent (BOLD), arterial spin labeling (ASL) and T1rho MRI between a cohort of healthy volunteers and lupus nephritis (LN) patients. MATERIALS AND METHODS: The renal qMRI protocol was performed twice with repositioning in between on 10 LN patients and 10 matched controls at 1.5 T. Navigator-gated and breath-hold acquisitions followed by non-rigid image registration were used to control respiratory motion. The repeatability of the 4 MRI modalities was evaluated with the intra-class correlation coefficient (ICC) and within-subject coefficient of variation (wsCV). Unpaired t-test and stepwise logistic regression were carried out to evaluate qMRI parameters between the LN and control groups. RESULTS: The reproducibility of the 4 qMRI modalities ranged from moderate to good (ICC=0.4-0.91, wsCV≤12%) with a few exceptions. T1rho MRI and ASL renal blood flow (RBF) demonstrated significant differences between the LN and control groups. Stepwise logistic regression yielded only one significant parameter (medullar T1rho) in differentiating LN from control groups with 95% accuracy. CONCLUSION: A reasonable degree of test-retest repeatability and accuracy of a multi-parametric renal qMRI protocol has been demonstrated in healthy volunteers and LN subjects. T1rho and ASL RBF are promising imaging biomarkers of LN.
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Contributor : Monique Bernard Connect in order to contact the contributor
Submitted on : Monday, December 12, 2016 - 11:38:24 AM
Last modification on : Tuesday, October 19, 2021 - 10:50:08 PM

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Stanislas Rapacchi, Robert X. Smith, Yi Wang, Lirong Yan, Victor Sigalov, et al.. Towards the identification of multi-parametric quantitative MRI biomarkers in lupus nephritis. Magnetic Resonance Imaging, Elsevier, 2015, 33 (9), pp.1066--1074. ⟨10.1016/j.mri.2015.06.019⟩. ⟨hal-01414329⟩



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