Suppr超能文献

毒代代谢组学和毒蛋白质组学数据的综合分析:噻唑烷二酮类药物诱导心脏毒性的新分子见解

Integrative analysis of toxicometabolomics and toxicoproteomics data: new molecular insights into thiazolidinedione-induced cardiotoxicity.

作者信息

Al Sultan Abdullah, Rattray Zahra, Rattray Nicholas J W

机构信息

Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow, G4 0RE, UK.

Faculty of Pharmacy, Kuwait University, Safat, 13110, Kuwait.

出版信息

Metabolomics. 2024 Dec 4;21(1):1. doi: 10.1007/s11306-024-02201-3.

Abstract

INTRODUCTION

Despite the well-established efficacy of thiazolidinediones (TZDs), including pioglitazone and rosiglitazone, in type II diabetes management, their potential contribution to heart failure risk remains a significant area of uncertainty. This incomplete understanding, which persists despite decades of clinical use of TZDs, has generated ongoing controversy and unanswered questions regarding their safety profiles, ultimately limiting their broader clinical application.

OBJECTIVE AND METHODS

This study presented a multi-omics approach, integrating toxicoproteomics and toxicometabolomics data with the goal of uncovering novel mechanistic insights into TZD cardiotoxicity and identifying molecular signatures predictive of side effect progression.

RESULTS

Network analysis of proteo-metabolomic data revealed a distinct fingerprint of disrupted biochemical pathways, which were primarily related to energy metabolism. Downregulation of oxidative phosphorylation and fatty acid synthesis was coupled with increased activity in anaerobic glycolysis, the pentose phosphate pathway, and amino acid and purine metabolism. This suggests a potential metabolic shift in AC16 cells from fatty acid oxidation towards anaerobic glycolysis, potentially contributing to observed cardiotoxicity. Additionally, the study identified a marked disruption in the glutathione system, indicating an imbalanced redox state triggered by TZD exposure. Importantly, our analysis identified key molecular signatures across omics datasets, including prominent signatures of amino acids like L-ornithine, L-tyrosine and glutamine, which are evidently associated with heart failure, supporting their potential use for the early prediction of cardiotoxicity progression.

CONCLUSION

By uncovering a novel mechanistic explanation for TZD cardiotoxicity, this study simultaneously illuminates potential therapeutic interventions, opening avenues for future research to improve the safety profile of TZD agents. (250 words).

摘要

引言

尽管噻唑烷二酮类药物(TZDs),包括吡格列酮和罗格列酮,在II型糖尿病管理中已被充分证实具有疗效,但其对心力衰竭风险的潜在影响仍是一个存在重大不确定性的领域。尽管TZDs已临床应用数十年,但这种不完全的理解依然存在,引发了关于其安全性的持续争议和未解决的问题,最终限制了它们更广泛的临床应用。

目的与方法

本研究提出了一种多组学方法,整合毒蛋白质组学和毒代谢组学数据,旨在揭示TZDs心脏毒性的新机制见解,并识别预测副作用进展的分子特征。

结果

蛋白质 - 代谢组学数据的网络分析揭示了生物化学途径紊乱的独特指纹,这些途径主要与能量代谢相关。氧化磷酸化和脂肪酸合成的下调与无氧糖酵解、磷酸戊糖途径以及氨基酸和嘌呤代谢的活性增加相关。这表明AC16细胞中可能存在从脂肪酸氧化向无氧糖酵解的代谢转变,这可能导致观察到的心脏毒性。此外,该研究还发现谷胱甘肽系统存在明显破坏,表明TZDs暴露引发了氧化还原状态失衡。重要的是,我们的分析在多个组学数据集中识别出关键分子特征,包括L - 鸟氨酸、L - 酪氨酸和谷氨酰胺等氨基酸的显著特征,这些特征显然与心力衰竭相关,支持它们在心脏毒性进展早期预测中的潜在用途。

结论

通过揭示TZDs心脏毒性的新机制解释,本研究同时阐明了潜在的治疗干预措施,为未来研究改善TZDs药物的安全性开辟了道路。(250字)

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bde9/11621136/3a8dcbc66b99/11306_2024_2201_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验