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多组学和成像质谱流式细胞术分析人类肾脏,以鉴定与肾功能障碍相关的通路和表型。

Multi-omics and imaging mass cytometry characterization of human kidneys to identify pathways and phenotypes associated with impaired kidney function.

机构信息

Bioscience Renal, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom; Department of Surgery, University of Cambridge and NIHR Biomedical Research Centre, Cambridge, United Kingdom.

Bioscience Renal, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom.

出版信息

Kidney Int. 2024 Jul;106(1):85-97. doi: 10.1016/j.kint.2024.01.041. Epub 2024 Feb 29.

Abstract

Despite the recent advances in our understanding of the role of lipids, metabolites, and related enzymes in mediating kidney injury, there is limited integrated multi-omics data identifying potential metabolic pathways driving impaired kidney function. The limited availability of kidney biopsies from living donors with acute kidney injury has remained a major constraint. Here, we validated the use of deceased transplant donor kidneys as a good model to study acute kidney injury in humans and characterized these kidneys using imaging and multi-omics approaches. We noted consistent changes in kidney injury and inflammatory markers in donors with reduced kidney function. Neighborhood and correlation analyses of imaging mass cytometry data showed that subsets of kidney cells (proximal tubular cells and fibroblasts) are associated with the expression profile of kidney immune cells, potentially linking these cells to kidney inflammation. Integrated transcriptomic and metabolomic analysis of human kidneys showed that kidney arachidonic acid metabolism and seven other metabolic pathways were upregulated following diminished kidney function. To validate the arachidonic acid pathway in impaired kidney function we demonstrated increased levels of cytosolic phospholipase A2 protein and related lipid mediators (prostaglandin E2) in the injured kidneys. Further, inhibition of cytosolic phospholipase A2 reduced injury and inflammation in human kidney proximal tubular epithelial cells in vitro. Thus, our study identified cell types and metabolic pathways that may be critical for controlling inflammation associated with impaired kidney function in humans.

摘要

尽管我们最近对脂质、代谢物和相关酶在介导肾脏损伤中的作用有了更深入的了解,但仍缺乏整合的多组学数据来确定潜在的代谢途径,以驱动肾功能障碍。从患有急性肾损伤的活体供体获取肾脏活检的方法有限,这仍然是一个主要的限制。在这里,我们验证了使用已故移植供体的肾脏作为研究人类急性肾损伤的良好模型,并使用成像和多组学方法对这些肾脏进行了特征描述。我们注意到,肾功能下降的供体中,肾脏损伤和炎症标志物存在一致变化。成像质谱细胞术数据的邻域和相关性分析表明,肾脏细胞(近端肾小管细胞和成纤维细胞)的亚群与肾脏免疫细胞的表达谱相关联,这可能将这些细胞与肾脏炎症联系起来。人类肾脏的转录组和代谢组学综合分析表明,肾脏花生四烯酸代谢和其他七种代谢途径在肾功能下降后上调。为了验证在受损肾功能中花生四烯酸途径的作用,我们证明了损伤肾脏中细胞质型磷脂酶 A2 蛋白和相关脂质介质(前列腺素 E2)的水平增加。此外,在体外抑制细胞质型磷脂酶 A2 可减少人肾脏近端肾小管上皮细胞的损伤和炎症。因此,我们的研究确定了细胞类型和代谢途径,这些可能对控制与人类肾功能障碍相关的炎症至关重要。

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