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2型糖尿病的蛋白质组学特征可预测冠心病的发病率。

Proteomic signatures of type 2 diabetes predict the incidence of coronary heart disease.

作者信息

Li Yujian, Li Dun, Lin Jing, Zhou Lihui, Yang Weiling, Yin Xin, Xu Chenjie, Cao Zhi, Wang Yaogang

机构信息

School of Public Health, Tianjin Medical University, Tianjin, 300070, China.

General Hospital of Tianjin Medical University, Tianjin, 300052, China.

出版信息

Cardiovasc Diabetol. 2025 Mar 14;24(1):120. doi: 10.1186/s12933-025-02670-3.

DOI:10.1186/s12933-025-02670-3
PMID:40087642
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11909814/
Abstract

Emerging evidence reveals a complex association between type 2 diabetes (T2D) and coronary heart disease (CHD), which share common risk factors and biological pathways. This study aims to identify the shared proteomic signatures of T2D and CHD, as well as whether the shared proteins predict incident CHD in T2D patients, and to develop predictive models. Utilizing data from 53,014 UK Biobank participants and 2923 plasma proteins, we identified 488 proteins associated with T2D, of which 125 proteins were also associated with CHD. Among the shared proteins, we determine nine proteins showing causal associations with CHD, including PCSK9, NRP1, and CD27. Mediation analyses suggest that the nine proteins mediate the association between T2D and CHD. By integrating these proteins into our predictive model, we achieved a desirable prediction (AUC = 0.819) for future CHD onset in T2D patients. Additionally, druggability evaluation show 32 potential therapeutic agents, including established antihypertensives and nine novel compounds, suggesting avenues for dual-targeted treatment strategies. Collectively, our findings unveil the proteomic signatures associated with both T2D and CHD, providing implications for screening and predicting future CHD onset in T2D patients.

摘要

新出现的证据揭示了2型糖尿病(T2D)与冠心病(CHD)之间的复杂关联,二者具有共同的风险因素和生物学途径。本研究旨在确定T2D和CHD的共同蛋白质组学特征,以及这些共享蛋白是否能预测T2D患者发生CHD的情况,并建立预测模型。利用来自53014名英国生物银行参与者的数据和2923种血浆蛋白,我们鉴定出488种与T2D相关的蛋白,其中125种蛋白也与CHD相关。在这些共享蛋白中,我们确定了9种与CHD存在因果关联的蛋白,包括前蛋白转化酶枯草溶菌素9(PCSK9)、神经毡蛋白1(NRP1)和CD27。中介分析表明,这9种蛋白介导了T2D与CHD之间的关联。通过将这些蛋白整合到我们的预测模型中,我们对T2D患者未来发生CHD的情况实现了理想的预测(曲线下面积[AUC]=0.819)。此外,药物可及性评估显示了32种潜在治疗药物,包括已有的抗高血压药物和9种新型化合物,为双靶点治疗策略提供了途径。总体而言,我们的研究结果揭示了与T2D和CHD相关的蛋白质组学特征,为筛查和预测T2D患者未来发生CHD的情况提供了启示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/27f35f7c65bf/12933_2025_2670_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/bf801d6760b9/12933_2025_2670_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/265808cbeb4f/12933_2025_2670_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/7fd65d7a6f21/12933_2025_2670_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/27f35f7c65bf/12933_2025_2670_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/bf801d6760b9/12933_2025_2670_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/265808cbeb4f/12933_2025_2670_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/7fd65d7a6f21/12933_2025_2670_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68c1/11909814/27f35f7c65bf/12933_2025_2670_Fig4_HTML.jpg

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本文引用的文献

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Metabolism. 2025 Mar;164:156110. doi: 10.1016/j.metabol.2024.156110. Epub 2024 Dec 20.
2
Trends in the incidence of young-adult-onset diabetes by diabetes type: a multi-national population-based study from an international diabetes consortium.按糖尿病类型划分的青年起病型糖尿病发病率趋势:来自一个国际糖尿病联盟的多国基于人群的研究。
Lancet Diabetes Endocrinol. 2024 Dec;12(12):915-923. doi: 10.1016/S2213-8587(24)00243-2. Epub 2024 Nov 11.
3
导致糖尿病患者缺血性心脏病的分子和病理生理机制。
Int J Mol Sci. 2025 Apr 22;26(9):3924. doi: 10.3390/ijms26093924.
Tirzepatide for Obesity Treatment and Diabetes Prevention.
替尔泊肽用于肥胖治疗和糖尿病预防。
N Engl J Med. 2025 Mar 6;392(10):958-971. doi: 10.1056/NEJMoa2410819. Epub 2024 Nov 13.
4
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Med J Aust. 2024 Dec 9;221(11):623-630. doi: 10.5694/mja2.52508. Epub 2024 Nov 10.
5
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Transcriptome-wide Mendelian randomization during CD4 T cell activation reveals immune-related drug targets for cardiometabolic diseases.转录组范围内 CD4 T 细胞激活的孟德尔随机化研究揭示了与免疫相关的代谢疾病药物靶点。
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Eur Heart J. 2024 Dec 23;45(48):5156-5167. doi: 10.1093/eurheartj/ehae706.
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