使用机器学习方法破译基因组签名,将人类牙口腔面疾病与心血管疾病联系起来
Zeeshan Ahmed1,2, William Degroat3, Habiba Abdelhalim3
1Department of Medicine/Cardiovascular Disease and Hypertension, Robert Wood Johnson Medical School, Rutgers Biomedical and Health Sciences, 125 Paterson St, New Brunswick, NJ, USA. zahmed@ifh.rutgers.edu.
Clinical oral investigations
|January 1, 2024
概括
这项研究使用人工智能识别了四个关键基因 (GAS5,GPX1,HLA-B,SNHG6) 链接牙周炎和心血管疾病 (CVD). 这些发现突出了这些疾病之间的潜在因果关系和遗传敏感性.
科学领域:
- 基因组学和生物信息学
- 计算生物学 计算生物学
- 心血管研究研究心血管研究
背景情况:
- 牙周病是慢性炎症状况,可以导致全身暴露,并增加患心血管疾病 (CVD) 的风险.
- 了解牙周炎和心血管疾病之间的因果关系对于早期干预和疾病管理至关重要.
- 牙,口腔和头骨面部疾病 (DOC),特别是牙周炎,与心血管疾病等复杂的特征有关.
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