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人类心血管疾病模型预测黄嘌呤氧化酶抑制剂的心血管风险。

Human cardiovascular disease model predicts xanthine oxidase inhibitor cardiovascular risk.

机构信息

HemoShear Therapeutics, Incorporated., Charlottesville, Virginia, United States of America.

Horizon Therapeutics plc, Deerfield, Illinois, United States of America.

出版信息

PLoS One. 2023 Sep 8;18(9):e0291330. doi: 10.1371/journal.pone.0291330. eCollection 2023.

DOI:10.1371/journal.pone.0291330
PMID:37682977
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10490929/
Abstract

Some health concerns are often not identified until late into clinical development of drugs, which can place participants and patients at significant risk. For example, the United States Food and Drug Administration (FDA) labeled the xanthine oxidase inhibitor febuxostat with a"boxed" warning regarding an increased risk of cardiovascular death, and this safety risk was only identified during Phase 3b clinical trials after its approval. Thus, better preclinical assessment of drug efficacy and safety are needed to accurately evaluate candidate drug risk earlier in discovery and development. This study explored whether an in vitro vascular model incorporating human vascular cells and hemodynamics could be used to differentiate the potential cardiovascular risk associated with molecules that have similar on-target mechanisms of action. We compared the transcriptomic responses induced by febuxostat and other xanthine oxidase inhibitors to a database of 111 different compounds profiled in the human vascular model. Of the 111 compounds in the database, 107 are clinical-stage and 33 are FDA-labelled for increased cardiovascular risk. Febuxostat induces pathway-level regulation that has high similarity to the set of drugs FDA-labelled for increased cardiovascular risk. These results were replicated with a febuxostat analog, but not another structurally distinct xanthine oxidase inhibitor that does not confer cardiovascular risk. Together, these data suggest that the FDA warning for febuxostat stems from the chemical structure of the medication itself, rather than the target, xanthine oxidase. Importantly, these data indicate that cardiovascular risk can be evaluated in this in vitro human vascular model, which may facilitate understanding the drug candidate safety profile earlier in discovery and development.

摘要

一些健康问题通常直到药物临床开发的后期才被发现,这可能会使参与者和患者面临重大风险。例如,美国食品和药物管理局(FDA)对黄嘌呤氧化酶抑制剂非布司他发出了“盒装”警告,称其存在心血管死亡风险增加的问题,而这一安全风险仅在批准后第 3b 期临床试验中被发现。因此,需要更好的临床前药物疗效和安全性评估,以便在发现和开发的早期更准确地评估候选药物的风险。本研究探讨了一种包含人血管细胞和血液动力学的体外血管模型是否可用于区分具有相似靶机制的分子所关联的潜在心血管风险。我们比较了非布司他和其他黄嘌呤氧化酶抑制剂诱导的转录组反应与数据库中 111 种不同化合物在人类血管模型中的特征。在数据库中的 111 种化合物中,有 107 种处于临床阶段,33 种因心血管风险增加而被 FDA 标记。非布司他诱导的通路水平调节与被 FDA 标记为心血管风险增加的一组药物具有高度相似性。用非布司他类似物复制了这些结果,但另一种结构不同的不引起心血管风险的黄嘌呤氧化酶抑制剂则没有。这些数据表明,非布司他的 FDA 警告源于药物本身的化学结构,而不是靶标黄嘌呤氧化酶。重要的是,这些数据表明,心血管风险可以在这种体外人血管模型中进行评估,这可能有助于在发现和开发的早期阶段了解候选药物的安全性概况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/4e2016d8502a/pone.0291330.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/0bd91b454c6c/pone.0291330.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/60771b907159/pone.0291330.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/10f78ea460c4/pone.0291330.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/0f9a490a1cd5/pone.0291330.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/4e2016d8502a/pone.0291330.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/0bd91b454c6c/pone.0291330.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/60771b907159/pone.0291330.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/10f78ea460c4/pone.0291330.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/0f9a490a1cd5/pone.0291330.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acad/10490929/4e2016d8502a/pone.0291330.g005.jpg

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Why 90% of clinical drug development fails and how to improve it?为什么90%的临床药物研发会失败以及如何改进?
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