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Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study
BACKGROUND: To investigate the renal dysfunction in patients with hyperuricemia by employing a multiparametric MRI protocol, consisting of quantitative water molecule diffusion, microstructure, microscopic perfusion, and oxygenation measurements in kidneys. MATERIALS AND METHODS: A total of 48 patie...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8477479/ https://www.ncbi.nlm.nih.gov/pubmed/34583652 http://dx.doi.org/10.1186/s12880-021-00675-4 |
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author | Feng, You-Zhen Dong, Xiang-Nan Lin, Qi-Ting Chen, Ping-Kang Xiong, Xiao-Qing DingKun, SiTu Qian, Long Cheng, Zhong-Yuan Cai, Xiang-Ran |
author_facet | Feng, You-Zhen Dong, Xiang-Nan Lin, Qi-Ting Chen, Ping-Kang Xiong, Xiao-Qing DingKun, SiTu Qian, Long Cheng, Zhong-Yuan Cai, Xiang-Ran |
author_sort | Feng, You-Zhen |
collection | PubMed |
description | BACKGROUND: To investigate the renal dysfunction in patients with hyperuricemia by employing a multiparametric MRI protocol, consisting of quantitative water molecule diffusion, microstructure, microscopic perfusion, and oxygenation measurements in kidneys. MATERIALS AND METHODS: A total of 48 patients with hyperuricemia (HU) and 22 age-matched healthy control subjects (HC) were enrolled in the study. For each participant, three different functional magnetic resonance imaging (fMRI) sequences were acquired and analyzed, including intravoxel incoherent motion imaging (IVIM), diffusion tensor imaging (DTI), and blood-oxygen-level-dependent MRI (BOLD). Thereafter, an independent two-sample t-test was applied to discover the significant differences of MRI indices between the hyperuricemia (HU) and HC groups, and the specific potential biomarkers between two subgroups of HU group (asymptomatic hyperuricemia group (AH) and gouty arthritis group (GA)). Further, multivariate logistic regression analyses were performed to classify the AH from the GA group using the MRI indices with significant between-group differences. The receiver operating characteristic (ROC) curve was plotted, and the area under the ROC curve (AUC) was calculated to assess the performance of each MR index for differentiation between the AH and GA groups. RESULTS: Ten parametric values of the HU group were significantly lower than those of the HC group among the 14 fMRI parameters (P < 0.05). The cortical D, D(*), and f values and medullary D and R2(*)values had significant differences between the AH and GA groups (P < 0.05). Combining the cortical D and f values and medullary R2* value gave the best diagnostic efficacy, yielding an AUC, sensitivity, and specificity of 0.967 ± 0.022, 91.67%, and 95.83%, respectively. CONCLUSIONS: A multiparametric MR analysis plays an important role in the evaluation of renal dysfunction in hyperuricemia from multiple perspectives. It could be a promising method for noninvasive detection and identification of the early-stage renal damage induced by hyperuricemia. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12880-021-00675-4. |
format | Online Article Text |
id | pubmed-8477479 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84774792021-09-28 Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study Feng, You-Zhen Dong, Xiang-Nan Lin, Qi-Ting Chen, Ping-Kang Xiong, Xiao-Qing DingKun, SiTu Qian, Long Cheng, Zhong-Yuan Cai, Xiang-Ran BMC Med Imaging Research BACKGROUND: To investigate the renal dysfunction in patients with hyperuricemia by employing a multiparametric MRI protocol, consisting of quantitative water molecule diffusion, microstructure, microscopic perfusion, and oxygenation measurements in kidneys. MATERIALS AND METHODS: A total of 48 patients with hyperuricemia (HU) and 22 age-matched healthy control subjects (HC) were enrolled in the study. For each participant, three different functional magnetic resonance imaging (fMRI) sequences were acquired and analyzed, including intravoxel incoherent motion imaging (IVIM), diffusion tensor imaging (DTI), and blood-oxygen-level-dependent MRI (BOLD). Thereafter, an independent two-sample t-test was applied to discover the significant differences of MRI indices between the hyperuricemia (HU) and HC groups, and the specific potential biomarkers between two subgroups of HU group (asymptomatic hyperuricemia group (AH) and gouty arthritis group (GA)). Further, multivariate logistic regression analyses were performed to classify the AH from the GA group using the MRI indices with significant between-group differences. The receiver operating characteristic (ROC) curve was plotted, and the area under the ROC curve (AUC) was calculated to assess the performance of each MR index for differentiation between the AH and GA groups. RESULTS: Ten parametric values of the HU group were significantly lower than those of the HC group among the 14 fMRI parameters (P < 0.05). The cortical D, D(*), and f values and medullary D and R2(*)values had significant differences between the AH and GA groups (P < 0.05). Combining the cortical D and f values and medullary R2* value gave the best diagnostic efficacy, yielding an AUC, sensitivity, and specificity of 0.967 ± 0.022, 91.67%, and 95.83%, respectively. CONCLUSIONS: A multiparametric MR analysis plays an important role in the evaluation of renal dysfunction in hyperuricemia from multiple perspectives. It could be a promising method for noninvasive detection and identification of the early-stage renal damage induced by hyperuricemia. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12880-021-00675-4. BioMed Central 2021-09-28 /pmc/articles/PMC8477479/ /pubmed/34583652 http://dx.doi.org/10.1186/s12880-021-00675-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Feng, You-Zhen Dong, Xiang-Nan Lin, Qi-Ting Chen, Ping-Kang Xiong, Xiao-Qing DingKun, SiTu Qian, Long Cheng, Zhong-Yuan Cai, Xiang-Ran Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
title | Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
title_full | Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
title_fullStr | Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
title_full_unstemmed | Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
title_short | Multiparametric MRI analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
title_sort | multiparametric mri analysis for the evaluation of renal function in patients with hyperuricemia: a preliminary study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8477479/ https://www.ncbi.nlm.nih.gov/pubmed/34583652 http://dx.doi.org/10.1186/s12880-021-00675-4 |
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