Medical Imaging Center, First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China.
Endocrinology department, First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China.
Br J Radiol. 2020 Jan;93(1105):20190562. doi: 10.1259/bjr.20190562. Epub 2019 Oct 25.
Patients with diabetes mellitus, diabetic nephropathy (DN) and healthy donor were analyzed to test whether the early DN patients can be detected using both blood oxygenation level dependent (BOLD) and diffusion tensor imaging.
This study was approved by the Ethics Committee of our hospital. MR images were acquired on a 3.0-Tesla MR system (Discovery MR750, General Electric, Milwaukee, WI). 30 diabetic patients were divided into NAU (normal to mildly increased albuminuria, = 15) and MAU (moderately increased albuminuria, = 15) group based on the absence or presence of microalbuminuria. 15 controls with sex- and age-matched were enrolled in the study. Prior to MRI scan, all participants were instructed to collect their fresh morning urine samples for quantitative measurement of urinary microalbumin and urinary creatinine. Then, the estimations of serum creatinine, serum uric acid, HbAlc and fasting plasma glucose as well as fundus examinations were performed in all subjects. Then, the values of albumin-creatinine ratio (ACR) and estimated glomerular filtration rate were also calculated. All subjects underwent renal diffusion tensor imaging (DTI) and BOLD acquisition after fasting for 4 h. Regions of interest were placed in renal medulla and cortex for evaluating apparent diffusion coefficient (ADC), fractional anisotropy (FA) and R2* values by two experienced radiologists. The consistency between the two observations was estimated using intragroup correlation coefficients. To test differences in ADC, FA and R2* values across the three groups, the data were analyzed using separate one-way ANOVAs. Post-hoc pair wise comparisons were then performed using -test. To investigate the clinical relevance of imaging parameters in both regions across the three groups, the correlations of values of the ACR/estimated glomerular filtration rate and of the ADC/FA/R2* were calculated.
There was a high level of consistency of those ADC, FA and R2* values across the three groups on both renal cortex and medulla measured by the two doctors. The FA value of medulla in MAU group was lower than that in control ( < 0.01). The R2* value of medulla in the NAU group was higher than that in the control ( < 0.01), and the R2* value of medulla in the MAU group was lower than that in the control ( = 0.009) . Moreover, the current study revealed a decreasing trend in FA values of the renal medulla from the control group to NAU and MAU groups. Finally, a weak negatively correlation between medullary R2* and ACR was found in current study.
Medullary R2* value might be a new more sensitive predictor of early DN. Meanwhile, BOLD imaging detected the medullary hypoxia at the simply diabetic stage, while DTI didn't identify the medullary directional diffusion changes at this stage. Based on our assumption mentioned above, it's presumable that BOLD imaging may be more sensitive for assessment of the early renal function changes than DTI. These imaging techniques are more accurate and practical than conventional tests.
Non-invasive MRI was used to detect renal function changes at early DN stage.
分析糖尿病患者、糖尿病肾病(DN)患者和健康供体,以测试是否可以使用血氧水平依赖(BOLD)和弥散张量成像来检测早期 DN 患者。
本研究经我院伦理委员会批准。MR 图像在 3.0-Tesla MR 系统(通用电气公司的 Discovery MR750,密尔沃基,威斯康星州)上采集。30 名糖尿病患者根据是否存在微量白蛋白尿,分为正常白蛋白尿(NAU)组( = 15)和中等白蛋白尿(MAU)组( = 15)。15 名性别和年龄匹配的对照组被纳入研究。在 MRI 扫描前,所有参与者均被指示采集清晨新鲜尿液样本,用于定量测量尿微量白蛋白和尿肌酐。然后,所有受试者均进行血清肌酐、血清尿酸、HbAlc 和空腹血糖检测,并进行眼底检查。然后,还计算白蛋白-肌酐比(ACR)和估计肾小球滤过率。所有受试者在禁食 4 小时后进行肾脏弥散张量成像(DTI)和 BOLD 采集。由两位有经验的放射科医生在肾髓质和皮质中放置感兴趣区,以评估表观扩散系数(ADC)、各向异性分数(FA)和 R2* 值。通过组内相关系数估计两次观察结果的一致性。为了测试三个组之间 ADC、FA 和 R2* 值的差异,使用单独的单向方差分析对数据进行分析。然后使用 -检验进行事后两两比较。为了研究两个区域的影像学参数在三组之间的临床相关性,计算了 ACR/估计肾小球滤过率和 ADC/FA/R2* 值的相关性。
由两位医生测量的三个组的肾皮质和髓质的 ADC、FA 和 R2* 值之间存在高度一致性。MAU 组的髓质 FA 值低于对照组( < 0.01)。NAU 组的髓质 R2* 值高于对照组( < 0.01),MAU 组的髓质 R2* 值低于对照组( = 0.009)。此外,本研究显示,从对照组到 NAU 和 MAU 组,肾髓质的 FA 值呈下降趋势。最后,本研究发现髓质 R2* 值与 ACR 之间存在弱负相关。
髓质 R2* 值可能是早期 DN 的一个新的更敏感的预测指标。同时,BOLD 成像在单纯糖尿病阶段检测到髓质缺氧,而 DTI 在此阶段未识别到髓质的定向扩散变化。基于我们上面提到的假设,BOLD 成像可能比 DTI 更能敏感地评估早期肾功能变化。这些成像技术比传统检查更准确和实用。
非侵入性 MRI 用于检测早期 DN 阶段的肾功能变化。