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Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease
BACKGROUND: We sought to develop a novel non-contrast multiparametric MRI (mpMRI) protocol employing several complementary techniques in a single scan session for a comprehensive functional and structural evaluation of diabetic kidney disease (DKD). METHODS: In the cross-sectional part of this prosp...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9217657/ https://www.ncbi.nlm.nih.gov/pubmed/35756740 http://dx.doi.org/10.1093/ckj/sfac054 |
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author | Makvandi, Kianoush Hockings, Paul D Jensen, Gert Unnerstall, Tim Leonhardt, Henrik Jarl, Lisa V Englund, Camilla Francis, Susan Sundgren, Anna K Hulthe, Johannes Baid-Agrawal, Seema |
author_facet | Makvandi, Kianoush Hockings, Paul D Jensen, Gert Unnerstall, Tim Leonhardt, Henrik Jarl, Lisa V Englund, Camilla Francis, Susan Sundgren, Anna K Hulthe, Johannes Baid-Agrawal, Seema |
author_sort | Makvandi, Kianoush |
collection | PubMed |
description | BACKGROUND: We sought to develop a novel non-contrast multiparametric MRI (mpMRI) protocol employing several complementary techniques in a single scan session for a comprehensive functional and structural evaluation of diabetic kidney disease (DKD). METHODS: In the cross-sectional part of this prospective observational study, 38 subjects ages 18‒79 years with type 2 diabetes and DKD [estimated glomerular filtration rate (eGFR) 15‒60 mL/min/1.73 m(2)] and 20 age- and gender-matched healthy volunteers (HVs) underwent mpMRI. Repeat mpMRI was performed on 23 DKD subjects and 10 HVs. By measured GFR (mGFR), 2 DKD subjects had GFR stage G2, 16 stage G3 and 20 stage G4/G5. A wide range of MRI biomarkers associated with kidney haemodynamics, oxygenation and macro/microstructure were evaluated. Their optimal sensitivity, specificity and repeatability to differentiate diabetic versus healthy kidneys and categorize various stages of disease as well as their correlation with mGFR/albuminuria was assessed. RESULTS: Several MRI biomarkers differentiated diabetic from healthy kidneys and distinct GFR stages (G3 versus G4/G5); mean arterial flow (MAF) was the strongest predictor (sensitivity 0.94 and 1.0, specificity 1.00 and 0.69; P = .04 and .004, respectively). Parameters significantly correlating with mGFR were specific measures of kidney haemodynamics, oxygenation, microstructure and macrostructure, with MAF being the strongest univariate predictor (r = 0.92; P < .0001). CONCLUSIONS: A comprehensive and repeatable non-contrast mpMRI protocol was developed that, as a single, non-invasive tool, allows functional and structural assessment of DKD, which has the potential to provide valuable insights into underlying pathophysiology, disease progression and analysis of efficacy/mode of action of therapeutic interventions in DKD. |
format | Online Article Text |
id | pubmed-9217657 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-92176572022-06-23 Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease Makvandi, Kianoush Hockings, Paul D Jensen, Gert Unnerstall, Tim Leonhardt, Henrik Jarl, Lisa V Englund, Camilla Francis, Susan Sundgren, Anna K Hulthe, Johannes Baid-Agrawal, Seema Clin Kidney J Original Article BACKGROUND: We sought to develop a novel non-contrast multiparametric MRI (mpMRI) protocol employing several complementary techniques in a single scan session for a comprehensive functional and structural evaluation of diabetic kidney disease (DKD). METHODS: In the cross-sectional part of this prospective observational study, 38 subjects ages 18‒79 years with type 2 diabetes and DKD [estimated glomerular filtration rate (eGFR) 15‒60 mL/min/1.73 m(2)] and 20 age- and gender-matched healthy volunteers (HVs) underwent mpMRI. Repeat mpMRI was performed on 23 DKD subjects and 10 HVs. By measured GFR (mGFR), 2 DKD subjects had GFR stage G2, 16 stage G3 and 20 stage G4/G5. A wide range of MRI biomarkers associated with kidney haemodynamics, oxygenation and macro/microstructure were evaluated. Their optimal sensitivity, specificity and repeatability to differentiate diabetic versus healthy kidneys and categorize various stages of disease as well as their correlation with mGFR/albuminuria was assessed. RESULTS: Several MRI biomarkers differentiated diabetic from healthy kidneys and distinct GFR stages (G3 versus G4/G5); mean arterial flow (MAF) was the strongest predictor (sensitivity 0.94 and 1.0, specificity 1.00 and 0.69; P = .04 and .004, respectively). Parameters significantly correlating with mGFR were specific measures of kidney haemodynamics, oxygenation, microstructure and macrostructure, with MAF being the strongest univariate predictor (r = 0.92; P < .0001). CONCLUSIONS: A comprehensive and repeatable non-contrast mpMRI protocol was developed that, as a single, non-invasive tool, allows functional and structural assessment of DKD, which has the potential to provide valuable insights into underlying pathophysiology, disease progression and analysis of efficacy/mode of action of therapeutic interventions in DKD. Oxford University Press 2022-02-24 /pmc/articles/PMC9217657/ /pubmed/35756740 http://dx.doi.org/10.1093/ckj/sfac054 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the ERA. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article Makvandi, Kianoush Hockings, Paul D Jensen, Gert Unnerstall, Tim Leonhardt, Henrik Jarl, Lisa V Englund, Camilla Francis, Susan Sundgren, Anna K Hulthe, Johannes Baid-Agrawal, Seema Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
title | Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
title_full | Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
title_fullStr | Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
title_full_unstemmed | Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
title_short | Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
title_sort | multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9217657/ https://www.ncbi.nlm.nih.gov/pubmed/35756740 http://dx.doi.org/10.1093/ckj/sfac054 |
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