Qin Hailun, Tromp Jasper, Ter Maaten Jozine M, Voordes Geert H D, van Essen Bart J, André de la Rambelje Mark, van der Hoef Camilla C S, Santema Bernadet T, Lam Carolyn S P, Voors Adriaan A
Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands; Saw Swee Hock School of Public Health, National University of Singapore and the National University Health System, Singapore; National Heart Centre Singapore and Duke-NUS Medical School, Singapore.
JACC Heart Fail. 2025 Mar;13(3):435-449. doi: 10.1016/j.jchf.2024.09.022. Epub 2024 Dec 18.
Previous studies have examined clinical predictors of incident heart failure (HF) in men and women. However, potential mechanisms through which these clinical predictors relate to the onset of HF remain to be established.
The authors studied the association between clinical and proteomic risk profiles of new-onset HF in men and women.
Incident HF was studied in 478,479 participants from the UK Biobank. The association between new-onset HF and 8 common modifiable traditional risk factors, including obesity, smoking status, socioeconomic status, atrial fibrillation, type 2 diabetes, hypertension, hyperlipidemia, and history of myocardial infarction, was assessed in men and women. Proteomics data (2,923 unique proteins, Olink) was available in 22,695 men and 27,421 women. Pathway over-representation analyses were performed to identify biological pathways in men and women with and without new-onset HF. Principal component analyses were performed to extract weighted scores for each pathway. Subsequently, weighted scores were used in mediation analyses to investigate how the pathways mediated the association between risk factors and new-onset HF.
During a median follow-up time of 12 years, HF incident rate was 3.60 per 1,000 person-years in men and 1.72 per 1,000 person-years in women (P < 0.001). The strongest risk factor for future HF was a history of myocardial infarction (HR: 2.61; 95% CI: 2.46-2.77) in men and atrial fibrillation (HR: 4.10; 95% CI: 3.58-4.71) in women. When a risk factor was present in women, it conferred a higher risk of new-onset HF compared with the presence of the same risk factor in men. Both in men and women, the population-attributable risk was highest for hypertension (25% in men, 29% in women) and obesity (16% in men, 21% in women). Pathway analyses of protein profiles indicated several inflammatory pathways, and neutrophil degranulation in particular, to be activated both in men and women who developed HF. These inflammatory pathways modestly (22% in men and 24% in women) contributed to the association between hypertension and new-onset HF, but showed a stronger contribution (33% in men and 47% in women) to the association between obesity and new-onset HF.
In men and women, the most prominent risk factors for new-onset HF were hypertension and obesity, but they conferred a greater risk of new-onset HF in women. New-onset HF in both men and women was associated with pathophysiological pathways related to neutrophil degranulation and immunomodulation; and these pathways partly mediated the association between hypertension, obesity, and new-onset HF.
既往研究已探讨男性和女性发生心力衰竭(HF)的临床预测因素。然而,这些临床预测因素与HF发病相关的潜在机制仍有待确定。
作者研究了男性和女性新发HF的临床与蛋白质组学风险特征之间的关联。
对来自英国生物银行的478479名参与者进行新发HF研究。评估男性和女性新发HF与8种常见可改变的传统风险因素之间的关联,这些因素包括肥胖、吸烟状况、社会经济地位、心房颤动、2型糖尿病、高血压、高脂血症和心肌梗死病史。蛋白质组学数据(2923种独特蛋白质,Olink)可用于22695名男性和27421名女性。进行通路过度表达分析以确定新发HF和未患新发HF的男性和女性中的生物学通路。进行主成分分析以提取每个通路的加权分数。随后,加权分数用于中介分析,以研究这些通路如何介导风险因素与新发HF之间的关联。
在中位随访时间12年期间,男性HF发病率为每1000人年3.60例,女性为每1000人年1.72例(P<0.001)。未来发生HF的最强风险因素在男性中是心肌梗死病史(HR:2.61;95%CI:2.46-2.77),在女性中是心房颤动(HR:4.10;95%CI:3.58-4.71)。当女性存在某一风险因素时,与男性存在相同风险因素相比,其新发HF的风险更高。在男性和女性中,高血压(男性25%,女性29%)和肥胖(男性16%,女性21%)的人群归因风险最高。蛋白质谱的通路分析表明,几种炎症通路,尤其是中性粒细胞脱颗粒,在发生HF的男性和女性中均被激活。这些炎症通路对高血压与新发HF之间的关联贡献较小(男性22%,女性24%),但对肥胖与新发HF之间的关联贡献更大(男性33%,女性47%)。
在男性和女性中,新发HF最突出的风险因素是高血压和肥胖,但它们在女性中导致新发HF的风险更高。男性和女性的新发HF均与中性粒细胞脱颗粒和免疫调节相关的病理生理通路有关;并且这些通路部分介导了高血压、肥胖与新发HF之间的关联。