Department of Cardiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou, 325027, China.
BMC Microbiol. 2023 Nov 3;23(1):320. doi: 10.1186/s12866-023-03071-w.
Coronary artery disease (CAD) is a widespread heart condition caused by atherosclerosis and influences millions of people worldwide. Early detection of CAD is challenging due to the lack of specific biomarkers. The gut microbiota and host-microbiota interactions have been well documented to affect human health. However, investigation that reveals the role of gut microbes in CAD is still limited. This study aims to uncover the synergistic effects of host genes and gut microbes associated with CAD through integrative genomic analyses.
Herein, we collected 52 fecal and 50 blood samples from CAD patients and matched controls, and performed amplicon and transcriptomic sequencing on these samples, respectively. By comparing CAD patients with health controls, we found that dysregulated gut microbes were significantly associated with CAD. By leveraging the Random Forest method, we found that combining 20 bacteria and 30 gene biomarkers could distinguish CAD patients from health controls with a high performance (AUC = 0.92). We observed that there existed prominent associations of gut microbes with several clinical indices relevant to heart functions. Integration analysis revealed that CAD-relevant gut microbe genus Fusicatenibacter was associated with expression of CAD-risk genes, such as GBP2, MLKL, and CPR65, which is in line with previous evidence (Tang et al., Nat Rev Cardiol 16:137-154, 2019; Kummen et al., J Am Coll Cardiol 71:1184-1186, 2018). In addition, the upregulation of immune-related pathways in CAD patients were identified to be primarily associated with higher abundance of genus Blautia, Eubacterium, Fusicatenibacter, and Monoglobus.
Our results highlight that dysregulated gut microbes contribute risk to CAD by interacting with host genes. These identified microbes and interacted risk genes may have high potentials as biomarkers for CAD.
冠心病(CAD)是一种由动脉粥样硬化引起的广泛的心脏病,影响着全世界数百万人。由于缺乏特定的生物标志物,CAD 的早期检测具有挑战性。肠道微生物群及其与宿主的相互作用已被充分证明会影响人类健康。然而,揭示肠道微生物在 CAD 中的作用的研究仍然有限。本研究旨在通过综合基因组分析揭示与 CAD 相关的宿主基因和肠道微生物的协同作用。
在此,我们收集了 52 份 CAD 患者和 50 份健康对照者的粪便和血液样本,并分别对这些样本进行了扩增子和转录组测序。通过将 CAD 患者与健康对照者进行比较,我们发现失调的肠道微生物与 CAD 显著相关。通过利用随机森林方法,我们发现将 20 种细菌和 30 种基因生物标志物结合起来,可以以较高的性能(AUC=0.92)区分 CAD 患者和健康对照者。我们观察到肠道微生物与几个与心脏功能相关的临床指标之间存在显著的关联。整合分析表明,与 CAD 相关的肠道微生物属 Fusicatenibacter 与 CAD 风险基因(如 GBP2、MLKL 和 CPR65)的表达有关,这与之前的证据一致(Tang 等人,Nat Rev Cardiol 16:137-154, 2019;Kummen 等人,J Am Coll Cardiol 71:1184-1186, 2018)。此外,我们还发现 CAD 患者中免疫相关途径的上调主要与属 Blautia、Eubacterium、Fusicatenibacter 和 Monoglobus 的丰度增加有关。
我们的研究结果强调,肠道微生物失调通过与宿主基因相互作用,增加了 CAD 的风险。这些鉴定出的微生物和相互作用的风险基因可能具有作为 CAD 生物标志物的高潜力。