Centre for Pre-Clinical Imaging, Molecular and Integrative Biology, Institute of Systems, University of Liverpool, Crown Street, Liverpool, L69 3BX, UK.
Institute for Advancing Intelligence (IAI), TCG CREST, Kolkata, India.
Sci Rep. 2024 Aug 27;14(1):19922. doi: 10.1038/s41598-024-70401-x.
Kidney diseases pose a global healthcare burden, with millions requiring renal replacement therapy. Ischemia/reperfusion injury (IRI) is a common pathology of acute kidney injury, causing hypoxia and subsequent inflammation-induced kidney damage. Accurate detection of acute kidney injury due to IRI is crucial for timely intervention. We used longitudinal, multi-parametric magnetic resonance imaging (MRI) employing arterial spin labelling (ASL), diffusion weighted imaging (DWI), and dynamic contrast enhanced (DCE)-MRI to assess IRI induced changes in both the injured and healthy contralateral kidney, in a unilateral IRI mouse model (n = 9). Multi-parametric MRI demonstrated significant differences in kidney volume (p = 0.001), blood flow (p = 0.002), filtration coefficient (p = 0.038), glomerular filtration rate (p = 0.005) and apparent diffusion coefficient (p = 0.048) between the injured kidney and contralateral kidney on day 1 post-IRI surgery. Identification of the injured kidney using principal component analysis including most of the imaging parameters demonstrated an area under the curve (AUC) of 0.97. These results point to the utility of multi-parametric MRI in early detection of IRI-induced kidney damage suggesting that the combination of various MRI parameters may be suitable for monitoring the extent of injury in this model.
肾脏疾病是全球医疗保健的负担,数以百万计的患者需要肾脏替代治疗。缺血/再灌注损伤(IRI)是急性肾损伤的常见病理,导致缺氧和随后的炎症诱导的肾脏损伤。准确检测由于 IRI 引起的急性肾损伤对于及时干预至关重要。我们使用纵向、多参数磁共振成像(MRI),采用动脉自旋标记(ASL)、扩散加权成像(DWI)和动态对比增强(DCE)-MRI,评估单侧 IRI 小鼠模型(n = 9)中受损和健康对侧肾脏的 IRI 诱导变化。多参数 MRI 显示肾脏体积(p = 0.001)、血流量(p = 0.002)、滤过系数(p = 0.038)、肾小球滤过率(p = 0.005)和表观扩散系数(p = 0.048)在 IRI 手术后第 1 天在受损肾脏和对侧肾脏之间存在显著差异。使用包括大多数成像参数的主成分分析识别受损肾脏,其曲线下面积(AUC)为 0.97。这些结果表明多参数 MRI 在早期检测 IRI 诱导的肾脏损伤中的实用性,表明各种 MRI 参数的组合可能适用于监测该模型中损伤的程度。