基于弥散加权成像和 ASL 灌注数据的肾脏成像生物标记物临床诊断能力分析

Yu. Yu. Shkuratova, T. G. Morozova
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摘要

急性肾衰竭是一种多病因疾病,经常发生在患者身上,需要迅速采取治疗措施以避免病情恶化。肾脏磁共振成像(MRI)可提高对病理过程的理解和评估,补充肾脏病理学研究中必须的最低诊断信息。利用重症监护室患者的弥散加权成像(DWI)和ASL-灌注数据评估肾脏成像生物标志物的临床诊断能力。斯摩棱斯克第一临床医院对 54 名住院治疗和重症监护室患者进行了检查。所有患者都接受了肾脏超声波检查,并评估了肾脏主要血管的血流量;肾脏核磁共振成像,包括肾脏实质的 DWI 和 ASL 灌注。核磁共振成像的b因子为800,并绘制了表观弥散系数(ADC)图。进行ASL灌注时,视野覆盖双肾实质区域。所有患者的参考方法均为肾小球滤过率。对照组为健康人(59 人)。研究征得了患者或其法定代理人的同意。研究的所有阶段均符合俄罗斯联邦卫生部的规范和监管文件。研究结果表明,肾前性心脏病患者的 ADC 和肾性心脏病患者的 ASL 存在显著差异。与对照组相比,9 名(16.7%)患者的肾脏 ADC 为 1.5±0.3 mm2/sec,ASL-灌注-≤ 250 ml/100g/min。在该组中,一周内观察到阴性动态,实验室阴性动态与基于辐射的肾脏生物标志物相关(r=0,965)。通过 DWI 和 ASL 灌注标准,我们可以怀疑或确认急性肾衰竭的原因。辐射生物标志物与实验室功能损伤标准(r=0.998)、成像生物标志物与器质性肾病(r=0.901)之间建立了高度相关性。这些生物标志物可以预测急性肾衰竭的第一阶段(AUROC 0,995,DI 0,867-0,999)。
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Analysis of the clinical diagnostic capabilities of kidney imaging biomarkers based on diffusion-weighted imaging and ASL-perfusion data
Acute kidney failure is a polyetiological disease that is often occurs in patients, which requires a rapid therapeutic response to avoid progression of the condition. Magnetic resonance imaging of the kidneys (MRI) improves the understanding and assessment of pathological processes, supplementing the mandatory diagnostic minimum information in the study of kidney pathology.Objective. To evaluate the clinical diagnostic capabilities of kidney imaging biomarkers using diffusion-weighted imaging (DWI) and ASL-perfusion data for intensive care unit patients.Materials and methods. At the first Clinical Hospital in Smolensk 54 patients were examined who were inpatient treatment and in the intensive care unit. All patients underwent ultrasound examination of the kidneys with assessment of blood flow in the main kidney vessels, MRI of the kidneys, with DWI of the kidney parenchyma and ASL-perfusion included in the study protocol. MRI was carried with assessed b-factor 800 and was drawn apparent diffusion coefficient (ADC) maps. When carried ASL perfusion, the field of view covered the area of the parenchyma of both kidneys. The reference method was glomerular filtration rate for all of the patients. The control group was represented by healthy people (n=59). Consent to participate in the study was obtained from patients or their legal representatives. All stages of the study comply with the normative and regulatory documentation of Ministry of Health ща the Russian Federation.Results. It was concluded that there is a significant difference in ADC for prerenal causes and in ASL for renal causes. In 9 (16.7 %) patients, kidney ADC was 1.5±0.3 mm2/sec, ASL – perfusion – ≤ 250 ml/100g/min, compared with the control group. In this group, negative dynamics were observed within a week, тnegative laboratory dynamics correlates with radiation-based kidney biomarkers (r=0,965).Conclusion. The criteria of DWI and ASL-perfusion allow us to suspect or confirm the cause of acute kidney failure. A high correlation has been established between radiation biomarkers and laboratory criteria of functional damages (r=0.998), direct correlation between imaging biomarkers and organic kidney disease (r=0,901). These biomarkers make it possible to predict the first stage of acute kidney failure (AUROC 0,995, DI 0,867–0,999).
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