Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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
_version_ 1784731698328502272
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
work_keys_str_mv AT makvandikianoush multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT hockingspauld multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT jensengert multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT unnerstalltim multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT leonhardthenrik multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT jarllisav multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT englundcamilla multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT francissusan multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT sundgrenannak multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT hulthejohannes multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease
AT baidagrawalseema multiparametricmagneticresonanceimagingallowsnoninvasivefunctionalandstructuralevaluationofdiabetickidneydisease