牙性疾病揭示了糖尿病和冠状动脉之间的双向联系:使用多路阵列分析的横截面研究
1Barts and The London School of Medicine and Dentistry Queen Mary University of London London UK.
Health science reports
|October 1, 2025
概括
糖尿病 (DM) 和冠状动脉化 (CAC) 有着双向的关系,受口腔健康的影响. 先进的数据科学揭示了这种联系,有助于对糖尿病患者进行个性化心血管风险评估.
科学领域:
- 心血管健康 心血管健康
- 代谢障碍 代谢障碍 代谢障碍
- 数据科学在医学中的数据科学
背景情况:
- 糖尿病 (DM) 显著增加了心血管疾病 (CVD) 的风险.
- 内皮功能障碍,炎症和代谢问题将DM与心血管疾病联系起来.
- 了解DM-CVD关系对于医疗保健至关重要.
研究的目的:
- 探索DM和冠状动脉化 (CAC) 之间的双向关系.
- 调查口腔疾病在DM-CAC链接中的调解作用.
- 应用先进的数据科学技术,以获得新的见解.
主要方法:
- 利用了来自荷兰医院的212名患者的公共数据集.
- 运用张量分解来分析DM和CAC的相互关系.
- 将患者特征和牙科数据集成到张量模型中.
- 应用了k-NN搜索,模糊复发图和量.
主要成果:
- 张量分解确定了在DM和CAC组中联系患者特征和牙状况的模式.
- k-NN分析证实了DM和CAC之间的双向关系.
- 模糊的复发图和度测量区分了患者群体之间的模式.
结论:
- 在DM和CAC之间存在相互相互作用,特别是在更高的三地动物中.
- 患者的特征和口腔健康对于发现潜在模式至关重要.
- 口腔条件是复杂的DM-CAC关系中的重要指标.
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