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Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study

OBJECTIVES: Our study aims to determine the patterns of renal oxygenation changes and microstructural changes by BOLD and DTI with deteriorating kidney function in patients with diabetic kidney disease (DKD). METHODS: Seventy-two patients with type 2 diabetes mellitus (DM) and twenty healthy control...

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Autores principales: Wei, Xiaobao, Hu, Runyue, Zhou, Xiaoli, Ni, Lihua, Zha, Dongqing, Feng, Huiling, Xu, Haibo, Wu, Xiaoyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546653/
https://www.ncbi.nlm.nih.gov/pubmed/36210998
http://dx.doi.org/10.1155/2022/6844102
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author Wei, Xiaobao
Hu, Runyue
Zhou, Xiaoli
Ni, Lihua
Zha, Dongqing
Feng, Huiling
Xu, Haibo
Wu, Xiaoyan
author_facet Wei, Xiaobao
Hu, Runyue
Zhou, Xiaoli
Ni, Lihua
Zha, Dongqing
Feng, Huiling
Xu, Haibo
Wu, Xiaoyan
author_sort Wei, Xiaobao
collection PubMed
description OBJECTIVES: Our study aims to determine the patterns of renal oxygenation changes and microstructural changes by BOLD and DTI with deteriorating kidney function in patients with diabetic kidney disease (DKD). METHODS: Seventy-two patients with type 2 diabetes mellitus (DM) and twenty healthy controls (HCs) underwent laboratory examinations, and renal BOLD and DTI images were obtained on a 3T-MRI machine. R2(∗), fractional anisotropy (FA), and average diffusion coefficient (ADC) values were evaluated. DM patients were divided into three subgroups (Group-DI/DII/DIII, based on urinary albumin-creatinine ratio (UACR)) and a nondiabetic kidney disease group (Group-NDKD). D-value and MCR of R2(∗) and FA were proposed to evaluate the differentiation between medulla and cortex of the individual kidney among HCs and three subgroups for reducing individual differences. Comparisons were made between NDKD and kidney function-matched DKD patients. Correlations between MRI parameters and renal clinical indices were analyzed. RESULTS: Compared with Group-HC/DI, medullary R2(∗) and FA values were significantly different in Group-DII/III. The D-value of R2(∗) and FA in Group-III were significantly smaller than that in Group-HC. However, only MCR of R2(∗) in Group-III was significantly smaller than that in HCs. Medullary R2(∗) and FA were negatively associated with serum creatinine (SCr) and cystatin C (Cys C) and positively associated with eGFR. CONCLUSIONS: With renal function declining, BOLD and DTI could capture alterations including the first rising and then falling medullary R2(∗), continuously declining medullary FA, and apparent cortex-medullary differentiation in DKD patients. The MRI parameters showed renal changes accompanied by varying degrees of albuminuria, sharing common involvement in DKD and NDKD patients, but it was hard to distinguish between them. BOLD seemed more sensitive than DTI in identifying renal cortex-medullary differentiation.
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spelling pubmed-95466532022-10-08 Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study Wei, Xiaobao Hu, Runyue Zhou, Xiaoli Ni, Lihua Zha, Dongqing Feng, Huiling Xu, Haibo Wu, Xiaoyan Comput Intell Neurosci Research Article OBJECTIVES: Our study aims to determine the patterns of renal oxygenation changes and microstructural changes by BOLD and DTI with deteriorating kidney function in patients with diabetic kidney disease (DKD). METHODS: Seventy-two patients with type 2 diabetes mellitus (DM) and twenty healthy controls (HCs) underwent laboratory examinations, and renal BOLD and DTI images were obtained on a 3T-MRI machine. R2(∗), fractional anisotropy (FA), and average diffusion coefficient (ADC) values were evaluated. DM patients were divided into three subgroups (Group-DI/DII/DIII, based on urinary albumin-creatinine ratio (UACR)) and a nondiabetic kidney disease group (Group-NDKD). D-value and MCR of R2(∗) and FA were proposed to evaluate the differentiation between medulla and cortex of the individual kidney among HCs and three subgroups for reducing individual differences. Comparisons were made between NDKD and kidney function-matched DKD patients. Correlations between MRI parameters and renal clinical indices were analyzed. RESULTS: Compared with Group-HC/DI, medullary R2(∗) and FA values were significantly different in Group-DII/III. The D-value of R2(∗) and FA in Group-III were significantly smaller than that in Group-HC. However, only MCR of R2(∗) in Group-III was significantly smaller than that in HCs. Medullary R2(∗) and FA were negatively associated with serum creatinine (SCr) and cystatin C (Cys C) and positively associated with eGFR. CONCLUSIONS: With renal function declining, BOLD and DTI could capture alterations including the first rising and then falling medullary R2(∗), continuously declining medullary FA, and apparent cortex-medullary differentiation in DKD patients. The MRI parameters showed renal changes accompanied by varying degrees of albuminuria, sharing common involvement in DKD and NDKD patients, but it was hard to distinguish between them. BOLD seemed more sensitive than DTI in identifying renal cortex-medullary differentiation. Hindawi 2022-09-30 /pmc/articles/PMC9546653/ /pubmed/36210998 http://dx.doi.org/10.1155/2022/6844102 Text en Copyright © 2022 Xiaobao Wei et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wei, Xiaobao
Hu, Runyue
Zhou, Xiaoli
Ni, Lihua
Zha, Dongqing
Feng, Huiling
Xu, Haibo
Wu, Xiaoyan
Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study
title Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study
title_full Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study
title_fullStr Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study
title_full_unstemmed Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study
title_short Alterations of Renal Function in Patients with Diabetic Kidney Disease: A BOLD and DTI Study
title_sort alterations of renal function in patients with diabetic kidney disease: a bold and dti study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546653/
https://www.ncbi.nlm.nih.gov/pubmed/36210998
http://dx.doi.org/10.1155/2022/6844102
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