Liu Jian, Chen Hengzhi, Tian Chong, Fu Liwei, Nie Lisha, Wang Rongpin, Zeng Xianchun
Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang, 550025, Guizhou, China.
Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China.
Insights Imaging. 2025 Apr 27;16(1):93. doi: 10.1186/s13244-025-01971-1.
To assess renal perfusion and ectopic fat deposition in patients with type 2 diabetes mellitus (T2DM), and to evaluate the effects of ectopic fat deposition on renal hemodynamics.
All participants underwent quantitative magnetic resonance imaging (MRI) to measure the cortical and medullary renal blood flow (RBF) and proton density fat fraction (PDFF). Patients with T2DM were classified into three groups according to the estimated glomerular filtration rate (mL/min/1.73 m). One-way analysis of variance was used to assess differences among groups. Pearson's correlation coefficient was used to analyze correlations. Additionally, a receiver operating characteristic (ROC) curve was constructed to assess diagnostic performance.
Renal PDFF values of the renal cortex and medulla, as well as perirenal fat thickness, were significantly different among the four groups: healthy control < T2DM < diabetic kidney disease (DKD) I-II < DKD III-IV. Additionally, significant differences in cortical and medullary RBF values were observed among the four groups: healthy control > T2DM > DKD I-II > DKD III-IV. A significant negative correlation was observed between renal PDFF and RBF values. Medullary RBF values demonstrated the best performance in discriminating T2DM from DKD with the largest area under the ROC curve (AUC) of 0.971. The cortical PDFF achieved the largest AUC (0.961) for distinguishing DKD I-II from DKD III-IV.
Quantitative MRI effectively evaluates renal perfusion and ectopic fat deposition in T2DM patients, aiding in assessing kidney function and disease progression. Additionally, renal ectopic fat deposition may be an important risk factor for renal hemodynamic injury.
Quantitative MRI could serve as a radiation-free imaging modality for assessing renal perfusion and ectopic fat deposition, which may be an important risk factor for DKD progression.
Quantitative MRI can be used to assess kidney function and monitor disease progression in patients with T2DM. In patients with T2DM, decreased renal perfusion, increased renal ectopic fat deposition, and kidney damage were significantly correlated. Renal ectopic fat deposition may be an important risk factor for renal hemodynamic injury.
评估2型糖尿病(T2DM)患者的肾脏灌注和异位脂肪沉积情况,并评估异位脂肪沉积对肾脏血流动力学的影响。
所有参与者均接受定量磁共振成像(MRI),以测量皮质和髓质肾血流量(RBF)以及质子密度脂肪分数(PDFF)。根据估计的肾小球滤过率(mL/min/1.73 m²)将T2DM患者分为三组。采用单因素方差分析评估组间差异。使用Pearson相关系数分析相关性。此外,构建受试者工作特征(ROC)曲线以评估诊断性能。
肾皮质和髓质的肾脏PDFF值以及肾周脂肪厚度在四组之间存在显著差异:健康对照<T2DM<糖尿病肾病(DKD)I-II期<DKD III-IV期。此外,四组之间在皮质和髓质RBF值上也观察到显著差异:健康对照>T2DM>DKD I-II期>DKD III-IV期。肾脏PDFF与RBF值之间存在显著负相关。髓质RBF值在区分T2DM与DKD方面表现最佳,ROC曲线下面积(AUC)最大,为0.971。皮质PDFF在区分DKD I-II期与DKD III-IV期方面AUC最大,为0.961。
定量MRI可有效评估T2DM患者的肾脏灌注和异位脂肪沉积情况,有助于评估肾功能和疾病进展。此外,肾脏异位脂肪沉积可能是肾脏血流动力学损伤的重要危险因素。
定量MRI可作为一种无辐射成像方式,用于评估肾脏灌注和异位脂肪沉积,而异位脂肪沉积可能是DKD进展的重要危险因素。
定量MRI可用于评估T2DM患者的肾功能并监测疾病进展。在T2DM患者中,肾脏灌注减少、肾脏异位脂肪沉积增加与肾脏损伤显著相关。肾脏异位脂肪沉积可能是肾脏血流动力学损伤的重要危险因素。