Department of Cardiology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, TheNetherlands.
Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore 117549, Singapore.
Cardiovasc Res. 2022 Jun 29;118(8):1964-1977. doi: 10.1093/cvr/cvab235.
The exploration of novel immunomodulatory interventions to improve outcome in heart failure (HF) is hampered by the complexity/redundancies of inflammatory pathways, which remain poorly understood. We thus aimed to investigate the associations between the activation of diverse immune processes and outcomes in patients with HF.
We measured 355 biomarkers in 2022 patients with worsening HF and an independent validation cohort (n = 1691) (BIOSTAT-CHF index and validation cohorts), and classified them according to their functions into biological processes based on the gene ontology classification. Principal component analyses were used to extract weighted scores per process. We investigated the association of these processes with all-cause mortality at 2-year follow-up. The contribution of each biomarker to the weighted score(s) of the processes was used to identify potential therapeutic targets. Mean age was 69 (±12.0) years and 537 (27%) patients were women. We identified 64 unique overrepresented immune-related processes representing 188 of 355 biomarkers. Of these processes, 19 were associated with all-cause mortality (10 positively and 9 negatively). Increased activation of 'T-cell costimulation' and 'response to interferon-gamma/positive regulation of interferon-gamma production' showed the most consistent positive and negative associations with all-cause mortality, respectively, after external validation. Within T-cell costimulation, inducible costimulator ligand, CD28, CD70, and tumour necrosis factor superfamily member-14 were identified as potential therapeutic targets.
We demonstrate the divergent protective and harmful effects of different immune processes in HF and suggest novel therapeutic targets. These findings constitute a rich knowledge base for informing future studies of inflammation in HF.
探索新型免疫调节干预措施以改善心力衰竭(HF)患者的预后,但由于炎症途径的复杂性/冗余性,该研究仍受到阻碍,目前对此仍知之甚少。因此,我们旨在研究不同免疫过程的激活与 HF 患者结局之间的相关性。
我们检测了 2022 例 HF 恶化患者和独立验证队列(n=1691)(BIOSTAT-CHF 指数和验证队列)中的 355 种生物标志物,并根据基因本体分类,按照功能将其分类为生物过程。使用主成分分析提取每个过程的加权分数。我们研究了这些过程与 2 年随访时全因死亡率的相关性。每个生物标志物对过程的加权分数的贡献用于确定潜在的治疗靶点。患者的平均年龄为 69(±12.0)岁,537 例(27%)为女性。我们确定了 64 个独特的过表达免疫相关过程,代表 355 个生物标志物中的 188 个。在这些过程中,有 19 个与全因死亡率相关(10 个呈正相关,9 个呈负相关)。在外部验证后,“T 细胞共刺激”和“干扰素-γ反应/干扰素-γ产生的正调控”的激活与全因死亡率呈最一致的正相关和负相关。在 T 细胞共刺激中,诱导共刺激配体、CD28、CD70 和肿瘤坏死因子超家族成员 14 被确定为潜在的治疗靶点。
我们证明了不同免疫过程在 HF 中的不同保护和有害作用,并提出了新的治疗靶点。这些发现为炎症在 HF 中的未来研究提供了丰富的知识库。