Cell-cell Interactions Laboratory, Department of Morphology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil.
Statistics Department, Federal University of Paraná, Curitiba, PR, Brazil.
Cytokine. 2021 Dec;148:155711. doi: 10.1016/j.cyto.2021.155711. Epub 2021 Sep 27.
Heart disease is a major cause of death worldwide. Chronic Chagas cardiomyopathy (CCC) caused by infection with Trypanosoma cruzi leading to high mortality in adults, and rheumatic heart disease (RHD), resulting from infection by Streptococcus pyogenes affecting mainly children and young adults, are amongst the deadliest heart diseases in low-middle income countries. Despite distinct etiology, the pathology associated with both diseases is a consequence of inflammation. Here we compare systemic immune profile in patients with these cardiopathies, to identify particular and common characteristics in these infectious heart diseases. We evaluated the expression of 27 soluble factors, employing single and multivariate analysis combined with machine-learning approaches. We observed that, while RHD and CCC display higher levels of circulating mediators than healthy individuals, CCC is associated with stronger immune activation as compared to RHD. Despite distinct etiologies, univariate analysis showed that expression of TNF, IL-17, IFN-gamma, IL-4, CCL4, CCL3, CXCL8, CCL11, CCL2, PDGF-BB were similar between CCC and RHD, consistent with their inflammatory nature. Network analysis revealed common inflammatory pathways between CCC and RHD, while highlighting the broader reach of the inflammatory response in CCC. The final multivariate model showed a 100% discrimination power for the combination of the cytokines IL-12p70, IL-1Ra, IL-4, and IL-7 between CCC and RHD groups. Thus, while clear immunological distinctions were identified between CCC and RHD, similarities indicate shared inflammatory pathways in these infectious heart diseases. These results contribute to understanding the pathogenesis of CCC and RHD and may impact the design of immune-based therapies for these and other inflammatory cardiopathies that may also share immunological characteristics.
心脏病是全球主要的死亡原因之一。由克氏锥虫感染引起的慢性恰加斯心肌病(CCC)导致成年人死亡率高,而由酿脓链球菌感染引起的风湿性心脏病(RHD)主要影响儿童和青少年,这两种疾病都是中低收入国家最致命的心脏病之一。尽管病因不同,但这两种疾病的病理都与炎症有关。在这里,我们比较了患有这些心脏病的患者的系统免疫谱,以确定这些感染性心脏病的特定和共同特征。我们评估了 27 种可溶性因子的表达,采用单变量和多变量分析结合机器学习方法。我们观察到,虽然 RHD 和 CCC 的循环介质水平高于健康个体,但与 RHD 相比,CCC 与更强的免疫激活相关。尽管病因不同,但单变量分析显示,TNF、IL-17、IFN-γ、IL-4、CCL4、CCL3、CXCL8、CCL11、CCL2、PDGF-BB 在 CCC 和 RHD 之间的表达相似,这与它们的炎症性质一致。网络分析显示了 CCC 和 RHD 之间共同的炎症途径,同时突出了 CCC 中炎症反应的更广泛影响。最终的多变量模型显示,在 CCC 和 RHD 组之间,细胞因子 IL-12p70、IL-1Ra、IL-4 和 IL-7 的组合具有 100%的区分能力。因此,虽然在 CCC 和 RHD 之间确定了明确的免疫区别,但相似性表明这些感染性心脏病存在共同的炎症途径。这些结果有助于了解 CCC 和 RHD 的发病机制,并可能影响针对这些疾病和其他可能也具有免疫特征的炎症性心脏病的免疫疗法的设计。