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利用基于图像的分析方法开发肾钙化抑制剂:概念验证研究

Development of a Kidney Calcification Inhibitor Employing Image-Based Profiling: A Proof-of-Concept Study.

作者信息

Kletzmayr Anna, Bigler Melina, Montanari Elita, Kuro-O Makoto, Hayashi Hirosaka, Ivarsson Mattias E, Leroux Jean-Christophe

机构信息

Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland.

Division of Anti-aging Medicine, Center for Molecular Medicine, Jichi Medical University 3311-1 Yakushiji, Shimotsuke, Tochigi 329-0498, Japan.

出版信息

ACS Pharmacol Transl Sci. 2020 Nov 23;3(6):1339-1351. doi: 10.1021/acsptsci.0c00153. eCollection 2020 Dec 11.

DOI:10.1021/acsptsci.0c00153
PMID:33344907
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7737319/
Abstract

Kidney calcification increases the risk of chronic kidney disease. However, to date, renal calcium phosphate crystallization, a main initiating and driving factor of kidney calcification, has not been explored as a drug target. Pre-clinical drug development is hampered by limited knowledge on the broad range of kidney calcification disorders, characterized by a multifactorial process of disease progression. In this work, we first established an calcification profiling platform to accelerate pre-clinical drug discovery. The image-based profiling assay allowed the rapid testing of several ionic stimuli and/or inhibitory molecules. We then leveraged a previously established library of inositol hexakisphosphate analogues to identify a renal calcium phosphate inhibitor. A lead compound showed and efficacy to prevent calcium phosphate-induced kidney damage. In conclusion, this work reports a renal calcium phosphate inhibitor that could efficiently reduce kidney damage and emphasizes the utility and translational value of the calcification platform.

摘要

肾钙化会增加患慢性肾病的风险。然而,迄今为止,作为肾钙化的主要起始和驱动因素的肾磷酸钙结晶尚未被作为药物靶点进行研究。由于对以疾病进展的多因素过程为特征的广泛肾钙化疾病的了解有限,临床前药物开发受到阻碍。在这项工作中,我们首先建立了一个钙化分析平台,以加速临床前药物发现。基于图像的分析测定允许快速测试几种离子刺激物和/或抑制分子。然后,我们利用先前建立的肌醇六磷酸类似物库来鉴定一种肾磷酸钙抑制剂。一种先导化合物显示出预防磷酸钙诱导的肾损伤的效力和效果。总之,这项工作报道了一种能有效减少肾损伤的肾磷酸钙抑制剂,并强调了钙化平台的实用性和转化价值。

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本文引用的文献

1
The Role of Sclerostin in Bone and Ectopic Calcification.骨硬化蛋白在骨骼和异位钙化中的作用。
Int J Mol Sci. 2020 Apr 30;21(9):3199. doi: 10.3390/ijms21093199.
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Inhibitors of Calcium Oxalate Crystallization for the Treatment of Oxalate Nephropathies.用于治疗草酸盐肾病的草酸钙结晶抑制剂
Adv Sci (Weinh). 2020 Feb 27;7(8):1903337. doi: 10.1002/advs.201903337. eCollection 2020 Apr.
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Interleukin-36α as a potential biomarker for renal tubular damage induced by dietary phosphate load.白细胞介素-36α 作为膳食磷酸盐负荷诱导肾小管损伤的潜在生物标志物。
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Inhibition of vascular calcification by inositol phosphates derivatized with ethylene glycol oligomers.乙二醇低聚物衍生的肌醇磷酸盐抑制血管钙化。
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The Klotho proteins in health and disease.Klotho 蛋白与健康和疾病。
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Machine learning and image-based profiling in drug discovery.药物研发中的机器学习与基于图像的分析
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Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery.重新利用高通量图像分析可用于药物发现中的生物活性预测。
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Crystal nephropathies: mechanisms of crystal-induced kidney injury.晶体肾病:晶体诱导肾损伤的机制。
Nat Rev Nephrol. 2017 Apr;13(4):226-240. doi: 10.1038/nrneph.2017.10. Epub 2017 Feb 20.
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Hyperoxaluria Requires TNF Receptors to Initiate Crystal Adhesion and Kidney Stone Disease.高草酸尿症需要肿瘤坏死因子受体来启动晶体黏附及肾结石病。
J Am Soc Nephrol. 2017 Mar;28(3):761-768. doi: 10.1681/ASN.2016040486. Epub 2016 Sep 9.
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Genetic, pathophysiological, and clinical aspects of nephrocalcinosis.肾钙质沉着症的遗传学、病理生理学及临床方面
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