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Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging
BACKGROUND: Multi-parametric magnetic resonance imaging (MRI) provides the potential for a more comprehensive non-invasive assessment of organ structure and function than individual MRI measures, but has not previously been comprehensively evaluated in chronic kidney disease (CKD). METHODS: We perfo...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7282828/ https://www.ncbi.nlm.nih.gov/pubmed/31257440 http://dx.doi.org/10.1093/ndt/gfz129 |
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author | Buchanan, Charlotte E Mahmoud, Huda Cox, Eleanor F McCulloch, Thomas Prestwich, Benjamin L Taal, Maarten W Selby, Nicholas M Francis, Susan T |
author_facet | Buchanan, Charlotte E Mahmoud, Huda Cox, Eleanor F McCulloch, Thomas Prestwich, Benjamin L Taal, Maarten W Selby, Nicholas M Francis, Susan T |
author_sort | Buchanan, Charlotte E |
collection | PubMed |
description | BACKGROUND: Multi-parametric magnetic resonance imaging (MRI) provides the potential for a more comprehensive non-invasive assessment of organ structure and function than individual MRI measures, but has not previously been comprehensively evaluated in chronic kidney disease (CKD). METHODS: We performed multi-parametric renal MRI in persons with CKD (n = 22, 61 ± 24 years) who had a renal biopsy and measured glomerular filtration rate (mGFR), and matched healthy volunteers (HV) (n = 22, 61 ± 25 years). Longitudinal relaxation time (T(1)), diffusion-weighted imaging, renal blood flow (phase contrast MRI), cortical perfusion (arterial spin labelling) and blood-oxygen-level-dependent relaxation rate (R(2)*) were evaluated. RESULTS: MRI evidenced excellent reproducibility in CKD (coefficient of variation <10%). Significant differences between CKD and HVs included cortical and corticomedullary difference (CMD) in T(1), cortical and medullary apparent diffusion coefficient (ADC), renal artery blood flow and cortical perfusion. MRI measures correlated with kidney function in a combined CKD and HV analysis: estimated GFR correlated with cortical T(1) (r = −0.68), T(1) CMD (r = −0.62), cortical (r = 0.54) and medullary ADC (r = 0.49), renal artery flow (r = 0.78) and cortical perfusion (r = 0.81); log urine protein to creatinine ratio (UPCR) correlated with cortical T(1) (r = 0.61), T(1) CMD (r = 0.61), cortical (r = −0.45) and medullary ADC (r = −0.49), renal artery flow (r = −0.72) and cortical perfusion (r = −0.58). MRI measures (cortical T(1) and ADC, T(1) and ADC CMD, cortical perfusion) differed between low/high interstitial fibrosis groups at 30–40% fibrosis threshold. CONCLUSION: Comprehensive multi-parametric MRI is reproducible and correlates well with available measures of renal function and pathology. Larger longitudinal studies are warranted to evaluate its potential to stratify prognosis and response to therapy in CKD. |
format | Online Article Text |
id | pubmed-7282828 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-72828282020-06-15 Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging Buchanan, Charlotte E Mahmoud, Huda Cox, Eleanor F McCulloch, Thomas Prestwich, Benjamin L Taal, Maarten W Selby, Nicholas M Francis, Susan T Nephrol Dial Transplant ORIGINAL ARTICLES BACKGROUND: Multi-parametric magnetic resonance imaging (MRI) provides the potential for a more comprehensive non-invasive assessment of organ structure and function than individual MRI measures, but has not previously been comprehensively evaluated in chronic kidney disease (CKD). METHODS: We performed multi-parametric renal MRI in persons with CKD (n = 22, 61 ± 24 years) who had a renal biopsy and measured glomerular filtration rate (mGFR), and matched healthy volunteers (HV) (n = 22, 61 ± 25 years). Longitudinal relaxation time (T(1)), diffusion-weighted imaging, renal blood flow (phase contrast MRI), cortical perfusion (arterial spin labelling) and blood-oxygen-level-dependent relaxation rate (R(2)*) were evaluated. RESULTS: MRI evidenced excellent reproducibility in CKD (coefficient of variation <10%). Significant differences between CKD and HVs included cortical and corticomedullary difference (CMD) in T(1), cortical and medullary apparent diffusion coefficient (ADC), renal artery blood flow and cortical perfusion. MRI measures correlated with kidney function in a combined CKD and HV analysis: estimated GFR correlated with cortical T(1) (r = −0.68), T(1) CMD (r = −0.62), cortical (r = 0.54) and medullary ADC (r = 0.49), renal artery flow (r = 0.78) and cortical perfusion (r = 0.81); log urine protein to creatinine ratio (UPCR) correlated with cortical T(1) (r = 0.61), T(1) CMD (r = 0.61), cortical (r = −0.45) and medullary ADC (r = −0.49), renal artery flow (r = −0.72) and cortical perfusion (r = −0.58). MRI measures (cortical T(1) and ADC, T(1) and ADC CMD, cortical perfusion) differed between low/high interstitial fibrosis groups at 30–40% fibrosis threshold. CONCLUSION: Comprehensive multi-parametric MRI is reproducible and correlates well with available measures of renal function and pathology. Larger longitudinal studies are warranted to evaluate its potential to stratify prognosis and response to therapy in CKD. Oxford University Press 2020-06 2019-06-29 /pmc/articles/PMC7282828/ /pubmed/31257440 http://dx.doi.org/10.1093/ndt/gfz129 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of ERA-EDTA. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | ORIGINAL ARTICLES Buchanan, Charlotte E Mahmoud, Huda Cox, Eleanor F McCulloch, Thomas Prestwich, Benjamin L Taal, Maarten W Selby, Nicholas M Francis, Susan T Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
title | Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
title_full | Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
title_fullStr | Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
title_full_unstemmed | Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
title_short | Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
title_sort | quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging |
topic | ORIGINAL ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7282828/ https://www.ncbi.nlm.nih.gov/pubmed/31257440 http://dx.doi.org/10.1093/ndt/gfz129 |
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