nPOD-Kidney:用于研究糖尿病肾病发病机制和进展的异源捐赠队列

IF 3.2 Q1 UROLOGY & NEPHROLOGY Kidney360 Pub Date : 2024-11-05 DOI:10.34067/KID.0000000620
Heather Hilary Ward, Florence Anquetil, Vivek Das, Claire Blanche Gibson, Tobias Højgaard Dovmark, Irina Kusmartseva, Mingder Yang, Maria Beery, Mark Alvin Atkinson, Xu Zeng, Charles Edward Alpers, Johnna Dane Wesley, Anil Karihaloo
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引用次数: 0

摘要

背景:糖尿病胰腺器官捐献者-肾脏网络(nPOD-K)项目旨在评估利用器官捐献者的肾脏加深对糖尿病肾病(DKD)进展的了解的可行性:方法:采用传统和数字病理学方法描述 nPOD-K 组群的特征。对每例 nPOD-K 进行人工检查和评分。nPOD-K切片的明视野和荧光标记全切片图像被用来训练、验证和测试Visiopharm软件中的深度学习分区分割和机器学习图像分析工具。这些数字病理学工具随后被用于评估肾细胞特异性标记物和病理学指标:结果:系膜扩张、肾小管萎缩、肾损伤分子(KIM)-1 表达、细胞浸润和纤维化指数的数字量化与病理学家审查定义的组织学 DKD 分类一致。组织学定量分析证实了荚膜细胞、内皮细胞和肾小管标记物的丧失,这与 DKD 的进展相关。prominin-1、蛋白酪氨酸磷酸酶受体O型和冠状蛋白2B的表达模式改变得到了验证,与文献报道一致:nPOD-K队列提供了一个独特的开放资源机会,不仅可以验证潜在的药物靶点,还能更好地了解DKD的病理生理学。在每个病例中都能看到广泛的发病机制,提供了 DKD 进展的模拟时间表。我们的结论是,器官捐献者提取的组织可作为高质量样本,提供组织病理学的全面视图,并满足研究对人类肾脏组织的需求。
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nPOD-Kidney: A Heterogenous Donor Cohort for the Investigation of Diabetic Kidney Disease Pathogenesis and Progression.

Background: The Network for Pancreatic Organ donors with Diabetes-Kidney (nPOD-K) project was initiated to assess the feasibility of using kidneys from organ donors to enhance understanding of diabetic kidney disease (DKD) progression.

Methods: Traditional and digital pathology approaches were employed to characterize the nPOD-K cohort. Periodic acid-Schiff- and Hematoxylin and Eosin-stained sections were used to manually examine and score each nPOD-K case. Brightfield and fluorescently labelled whole slide images of nPOD-K sections were used to train, validate, and test deep learning compartment segmentation and machine learning image analysis tools within Visiopharm software. These digital pathology tools were subsequently employed to evaluate kidney cell-specific markers and pathological indicators.

Results: Digital quantitation of mesangial expansion, tubular atrophy, kidney injury molecule (KIM)-1 expression, cellular infiltration, and fibrosis index aligned with histological DKD classification, as defined by pathologists' review. Histological quantification confirmed loss of podocyte, endothelial, and tubular markers, correlating with DKD progression. Altered expression patterns of prominin-1, protein-tyrosine phosphatase receptor type O, and coronin 2B were validated, in agreement with reported literature.

Conclusions: The nPOD-K cohort provides a unique open resource opportunity to not only validate putative drug targets but also better understand DKD pathophysiology. A broad range of pathogenesis can be visualized in each case, providing a simulated timeline of DKD progression. We conclude that organ donor-derived tissues serve as high-quality samples, provide a comprehensive view of tissue pathology, and address the need for human kidney tissues available for research.

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Kidney360
Kidney360 UROLOGY & NEPHROLOGY-
CiteScore
3.90
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