Noninvasive Evaluation of Renal Hypoxia by Multiparametric Functional MRI in Early Diabetic Kidney Disease
Background Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level‐dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in d...
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Published in | Journal of magnetic resonance imaging Vol. 55; no. 2; pp. 518 - 527 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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Hoboken, USA
John Wiley & Sons, Inc
01.02.2022
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Abstract | Background
Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level‐dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in distinguishing increased oxygen consumption or decreased blood supply.
Purpose
To explore multiparametric functional MRI in evaluating mechanism of the hypoxia changes in early stage of DKD.
Study Type
Prospective.
Animal Model
Thirty‐five New Zealand White rabbits were divided into control group (n = 5) and alloxan‐induced diabetes mellitus (DM) groups (DM3 group: n = 15, DM7 group: n = 15).
Field Strength/Sequence
3 T MRI/BOLD, arterial spin labeling (ASL), and asymmetric spin‐echo (ASE).
Assessment
The renal oxygenation level (R2*), renal blood flow (RBF), and oxygen extraction fraction (OEF) were evaluated by BOLD, ASL, and ASE MRI, respectively. The regions of interest were manually drawn including cortex, outer stripes of outer medulla (OS), and inner stripes of outer medulla (IS).
Statistical Tests
Analysis of variance, independent‐sample t‐test, and paired‐sample t‐test were applied for comparisons among groups, between groups, and within the same group. P < 0.05 was considered statistically significant.
Results
All renal regions of DM3 group at Day 3 after DM induction showed significantly higher R2* and OEF values compared to baseline. The RBF values showed no statistically significant difference (P = 0.62, 0.76, 0.09 in cortex, OS, and IS, respectively). For DM7 group at Day 7, R2*, OEF, and RBF values showed no statistically significant difference compared to baseline (P = 0.06, 0.05, 0.06 of R2*; 0.70, 0.64, 0.68 of OEF; and 0.33, 0.58, 0.48 of RBF in cortex, OS, and IS, respectively).
Data Conclusion
BOLD MRI could detect renal hypoxia in early stage of DKD rabbit model, which was mainly revealed by increased oxygen consumption, but not affected by renal blood flow change.
Level of Evidence: 2
Technical Efficacy Stage: 1 |
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AbstractList | Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in distinguishing increased oxygen consumption or decreased blood supply.
To explore multiparametric functional MRI in evaluating mechanism of the hypoxia changes in early stage of DKD.
Prospective.
Thirty-five New Zealand White rabbits were divided into control group (n = 5) and alloxan-induced diabetes mellitus (DM) groups (DM3 group: n = 15, DM7 group: n = 15).
3 T MRI/BOLD, arterial spin labeling (ASL), and asymmetric spin-echo (ASE).
The renal oxygenation level (R2*), renal blood flow (RBF), and oxygen extraction fraction (OEF) were evaluated by BOLD, ASL, and ASE MRI, respectively. The regions of interest were manually drawn including cortex, outer stripes of outer medulla (OS), and inner stripes of outer medulla (IS).
Analysis of variance, independent-sample t-test, and paired-sample t-test were applied for comparisons among groups, between groups, and within the same group. P < 0.05 was considered statistically significant.
All renal regions of DM3 group at Day 3 after DM induction showed significantly higher R2* and OEF values compared to baseline. The RBF values showed no statistically significant difference (P = 0.62, 0.76, 0.09 in cortex, OS, and IS, respectively). For DM7 group at Day 7, R2*, OEF, and RBF values showed no statistically significant difference compared to baseline (P = 0.06, 0.05, 0.06 of R2*; 0.70, 0.64, 0.68 of OEF; and 0.33, 0.58, 0.48 of RBF in cortex, OS, and IS, respectively).
BOLD MRI could detect renal hypoxia in early stage of DKD rabbit model, which was mainly revealed by increased oxygen consumption, but not affected by renal blood flow change.
2 Technical Efficacy Stage: 1. BackgroundRenal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level‐dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in distinguishing increased oxygen consumption or decreased blood supply.PurposeTo explore multiparametric functional MRI in evaluating mechanism of the hypoxia changes in early stage of DKD.Study TypeProspective.Animal ModelThirty‐five New Zealand White rabbits were divided into control group (n = 5) and alloxan‐induced diabetes mellitus (DM) groups (DM3 group: n = 15, DM7 group: n = 15).Field Strength/Sequence3 T MRI/BOLD, arterial spin labeling (ASL), and asymmetric spin‐echo (ASE).AssessmentThe renal oxygenation level (R2*), renal blood flow (RBF), and oxygen extraction fraction (OEF) were evaluated by BOLD, ASL, and ASE MRI, respectively. The regions of interest were manually drawn including cortex, outer stripes of outer medulla (OS), and inner stripes of outer medulla (IS).Statistical TestsAnalysis of variance, independent‐sample t‐test, and paired‐sample t‐test were applied for comparisons among groups, between groups, and within the same group. P < 0.05 was considered statistically significant.ResultsAll renal regions of DM3 group at Day 3 after DM induction showed significantly higher R2* and OEF values compared to baseline. The RBF values showed no statistically significant difference (P = 0.62, 0.76, 0.09 in cortex, OS, and IS, respectively). For DM7 group at Day 7, R2*, OEF, and RBF values showed no statistically significant difference compared to baseline (P = 0.06, 0.05, 0.06 of R2*; 0.70, 0.64, 0.68 of OEF; and 0.33, 0.58, 0.48 of RBF in cortex, OS, and IS, respectively).Data ConclusionBOLD MRI could detect renal hypoxia in early stage of DKD rabbit model, which was mainly revealed by increased oxygen consumption, but not affected by renal blood flow change.Level of Evidence: 2Technical Efficacy Stage: 1 Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in distinguishing increased oxygen consumption or decreased blood supply.BACKGROUNDRenal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level-dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in distinguishing increased oxygen consumption or decreased blood supply.To explore multiparametric functional MRI in evaluating mechanism of the hypoxia changes in early stage of DKD.PURPOSETo explore multiparametric functional MRI in evaluating mechanism of the hypoxia changes in early stage of DKD.Prospective.STUDY TYPEProspective.Thirty-five New Zealand White rabbits were divided into control group (n = 5) and alloxan-induced diabetes mellitus (DM) groups (DM3 group: n = 15, DM7 group: n = 15).ANIMAL MODELThirty-five New Zealand White rabbits were divided into control group (n = 5) and alloxan-induced diabetes mellitus (DM) groups (DM3 group: n = 15, DM7 group: n = 15).3 T MRI/BOLD, arterial spin labeling (ASL), and asymmetric spin-echo (ASE).FIELD STRENGTH/SEQUENCE3 T MRI/BOLD, arterial spin labeling (ASL), and asymmetric spin-echo (ASE).The renal oxygenation level (R2*), renal blood flow (RBF), and oxygen extraction fraction (OEF) were evaluated by BOLD, ASL, and ASE MRI, respectively. The regions of interest were manually drawn including cortex, outer stripes of outer medulla (OS), and inner stripes of outer medulla (IS).ASSESSMENTThe renal oxygenation level (R2*), renal blood flow (RBF), and oxygen extraction fraction (OEF) were evaluated by BOLD, ASL, and ASE MRI, respectively. The regions of interest were manually drawn including cortex, outer stripes of outer medulla (OS), and inner stripes of outer medulla (IS).Analysis of variance, independent-sample t-test, and paired-sample t-test were applied for comparisons among groups, between groups, and within the same group. P < 0.05 was considered statistically significant.STATISTICAL TESTSAnalysis of variance, independent-sample t-test, and paired-sample t-test were applied for comparisons among groups, between groups, and within the same group. P < 0.05 was considered statistically significant.All renal regions of DM3 group at Day 3 after DM induction showed significantly higher R2* and OEF values compared to baseline. The RBF values showed no statistically significant difference (P = 0.62, 0.76, 0.09 in cortex, OS, and IS, respectively). For DM7 group at Day 7, R2*, OEF, and RBF values showed no statistically significant difference compared to baseline (P = 0.06, 0.05, 0.06 of R2*; 0.70, 0.64, 0.68 of OEF; and 0.33, 0.58, 0.48 of RBF in cortex, OS, and IS, respectively).RESULTSAll renal regions of DM3 group at Day 3 after DM induction showed significantly higher R2* and OEF values compared to baseline. The RBF values showed no statistically significant difference (P = 0.62, 0.76, 0.09 in cortex, OS, and IS, respectively). For DM7 group at Day 7, R2*, OEF, and RBF values showed no statistically significant difference compared to baseline (P = 0.06, 0.05, 0.06 of R2*; 0.70, 0.64, 0.68 of OEF; and 0.33, 0.58, 0.48 of RBF in cortex, OS, and IS, respectively).BOLD MRI could detect renal hypoxia in early stage of DKD rabbit model, which was mainly revealed by increased oxygen consumption, but not affected by renal blood flow change.DATA CONCLUSIONBOLD MRI could detect renal hypoxia in early stage of DKD rabbit model, which was mainly revealed by increased oxygen consumption, but not affected by renal blood flow change.2 Technical Efficacy Stage: 1.LEVEL OF EVIDENCE2 Technical Efficacy Stage: 1. Background Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney disease (DKD). Blood oxygenation level‐dependent (BOLD) magnetic resonance imaging (MRI) could detect hypoxia, but can be limited in distinguishing increased oxygen consumption or decreased blood supply. Purpose To explore multiparametric functional MRI in evaluating mechanism of the hypoxia changes in early stage of DKD. Study Type Prospective. Animal Model Thirty‐five New Zealand White rabbits were divided into control group (n = 5) and alloxan‐induced diabetes mellitus (DM) groups (DM3 group: n = 15, DM7 group: n = 15). Field Strength/Sequence 3 T MRI/BOLD, arterial spin labeling (ASL), and asymmetric spin‐echo (ASE). Assessment The renal oxygenation level (R2*), renal blood flow (RBF), and oxygen extraction fraction (OEF) were evaluated by BOLD, ASL, and ASE MRI, respectively. The regions of interest were manually drawn including cortex, outer stripes of outer medulla (OS), and inner stripes of outer medulla (IS). Statistical Tests Analysis of variance, independent‐sample t‐test, and paired‐sample t‐test were applied for comparisons among groups, between groups, and within the same group. P < 0.05 was considered statistically significant. Results All renal regions of DM3 group at Day 3 after DM induction showed significantly higher R2* and OEF values compared to baseline. The RBF values showed no statistically significant difference (P = 0.62, 0.76, 0.09 in cortex, OS, and IS, respectively). For DM7 group at Day 7, R2*, OEF, and RBF values showed no statistically significant difference compared to baseline (P = 0.06, 0.05, 0.06 of R2*; 0.70, 0.64, 0.68 of OEF; and 0.33, 0.58, 0.48 of RBF in cortex, OS, and IS, respectively). Data Conclusion BOLD MRI could detect renal hypoxia in early stage of DKD rabbit model, which was mainly revealed by increased oxygen consumption, but not affected by renal blood flow change. Level of Evidence: 2 Technical Efficacy Stage: 1 |
Author | Wang, Suxia Su, Tao Wang, Xiaoying Yang, Xuedong Zhao, Kai Sui, Xueqing Wang, Rui Lin, Zhiyong |
Author_xml | – sequence: 1 givenname: Rui orcidid: 0000-0003-0142-2048 surname: Wang fullname: Wang, Rui organization: Peking University First Hospital – sequence: 2 givenname: Zhiyong orcidid: 0000-0003-3528-3074 surname: Lin fullname: Lin, Zhiyong organization: Peking University First Hospital – sequence: 3 givenname: Xuedong surname: Yang fullname: Yang, Xuedong organization: China Academy of Chinese Medical Sciences Guanganmen Hospital – sequence: 4 givenname: Kai surname: Zhao fullname: Zhao, Kai organization: Peking University First Hospital – sequence: 5 givenname: Suxia surname: Wang fullname: Wang, Suxia organization: Peking University Institute of Nephrology – sequence: 6 givenname: Xueqing surname: Sui fullname: Sui, Xueqing organization: The Affiliated Hospital of Qingdao University – sequence: 7 givenname: Tao surname: Su fullname: Su, Tao organization: Peking University First Hospital – sequence: 8 givenname: Xiaoying orcidid: 0000-0001-9822-961X surname: Wang fullname: Wang, Xiaoying email: wangxiaoying@bjmu.edu.cn organization: Peking University First Hospital |
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CitedBy_id | crossref_primary_10_1080_0886022X_2024_2338565 crossref_primary_10_1002_jmri_29436 crossref_primary_10_1002_jmri_28701 crossref_primary_10_1155_2022_5700249 crossref_primary_10_1002_jemt_24578 crossref_primary_10_1016_j_mri_2024_03_016 crossref_primary_10_1002_jmri_29000 crossref_primary_10_1002_jmri_29265 crossref_primary_10_1152_ajpheart_00639_2021 crossref_primary_10_3389_fphar_2025_1538916 crossref_primary_10_1016_j_acra_2022_09_016 crossref_primary_10_1007_s43657_022_00081_y crossref_primary_10_2463_mrms_mp_2023_0148 |
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Keywords | blood oxygenation level-dependent MRI diabetic kidney disease hypoxia oxygen extraction fraction arterial spin labeling |
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Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic... Renal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic kidney... BackgroundRenal hypoxia, which caused by a mismatch between oxygen delivery and oxygen demand, may be the primary pathophysiological pathway driving diabetic... |
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SubjectTerms | Alloxan Animal models Animals arterial spin labeling Blood flow blood oxygenation level‐dependent MRI Diabetes Diabetes Mellitus diabetic kidney disease Diabetic Nephropathies - diagnostic imaging Diabetic nephropathy Evaluation Field strength Functional magnetic resonance imaging Hypoxia Hypoxia - diagnostic imaging Kidney - diagnostic imaging Kidney diseases Kidneys Magnetic Resonance Imaging Neuroimaging Noninvasive evaluation Oxygen Oxygen consumption Oxygen demand oxygen extraction fraction Oxygenation Prospective Studies Rabbits Renal cortex Spin labeling Statistical analysis Statistical tests Variance analysis |
Title | Noninvasive Evaluation of Renal Hypoxia by Multiparametric Functional MRI in Early Diabetic Kidney Disease |
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