Sinha Pratik, Spicer Alexandra B, Bhavani Sivasubramanium, López-Espina Carlos, Watson Gregory L, Bhargava Akhil, Schmalz Lee, Khan Shah, Sims Matthew D, Palagiri Ashok V, Dagan Alon, Iyer Karthik V, Crisp Matthew J, DeMarco Carmen, Halalau Alexandra, Maddens Nicholas, Kurtzman Niko, Sarma Deesha, Gosai Falgun, Syed Anwaruddin, Azad Saleem, Espinosa Aimee, Davila Francisco, Davila Hugo, Evans Neil Shadbeh, Smith Scott, Reddy Bobby, Verhoef Philip A, Churpek Matthew M
Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA.
Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA.
Nat Commun. 2025 Aug 22;16(1):7848. doi: 10.1038/s41467-025-62848-x.
Suspected infection requiring hospitalisation has highly heterogenous presentation. Yet, variances in host response and its implications are largely unknown. In this multicentre cohort of 3802 individual patients presenting to the Emergency Department (ED) with suspected infection requiring hospitalisation, we apply uniform manifold approximation and projections and K-means clustering to 29 plasma proteins to identify biologically discrete host response clusters. In this work, we first describe two large clusters, called "Dysregulated" and "Undifferentiated", with abnormal protein concentrations and adverse outcomes in the former. Through further clustering, we identify 4 sub-clusters in the Dysregulated cluster, each with discrete biological signatures, clinical correlates, and outcomes. Clusters 3 and 4 are characterised by renal impairment and viral infections respectively. Clusters 5 and 6 are associated with bacterial culture positivity, with the former consistent with an immunosuppressed signature and worse outcomes, and the latter with gram-negative bacteria, higher IL-6 and IL-8, and better outcomes despite higher vasopressor use. These clusters are a biologically driven approach to characterising acute suspected infection and may lead to more targeted therapeutics.
疑似感染且需要住院治疗的患者表现高度异质性。然而,宿主反应的差异及其影响在很大程度上尚不清楚。在这个包含3802例因疑似感染且需要住院治疗而前往急诊科(ED)就诊的个体患者的多中心队列中,我们对29种血浆蛋白应用均匀流形近似和投影以及K均值聚类,以识别生物学上离散的宿主反应簇。在这项研究中,我们首先描述了两个大的簇,称为“失调型”和“未分化型”,前者蛋白质浓度异常且预后不良。通过进一步聚类,我们在失调型簇中识别出4个亚簇,每个亚簇都有离散的生物学特征、临床关联和预后。第3簇和第4簇分别以肾功能损害和病毒感染为特征。第5簇和第6簇与细菌培养阳性有关,前者与免疫抑制特征一致且预后较差,后者与革兰氏阴性菌有关,白细胞介素-6和白细胞介素-8水平较高,尽管血管升压药使用量较高,但预后较好。这些簇是一种基于生物学的方法来表征急性疑似感染,可能会带来更具针对性的治疗方法。