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一种人工智能引导的特征揭示了儿童多系统炎症综合征和川崎病中宿主免疫反应共同近端通路的本质。

An AI-guided signature reveals the nature of the shared proximal pathways of host immune response in MIS-C and Kawasaki disease.

作者信息

Sahoo Debashis, Katkar Gajanan D, Shimizu Chisato, Kim Jihoon, Khandelwal Soni, Tremoulet Adriana H, Kanegaye John, Bocchini Joseph, Das Soumita, Burns Jane C, Ghosh Pradipta

出版信息

bioRxiv. 2021 Aug 9:2021.04.11.439347. doi: 10.1101/2021.04.11.439347.

Abstract

A significant surge in cases of multisystem inflammatory syndrome in children (MIS-C, also called Pediatric Inflammatory Multisystem Syndrome - PIMS) has been observed amidst the COVID-19 pandemic. MIS-C shares many clinical features with Kawasaki disease (KD), although clinical course and outcomes are divergent. We analyzed whole blood RNA sequences, serum cytokines, and formalin fixed heart tissues from these patients using a computational toolbox of two gene signatures, i.e., the 166-gene viral pandemic (ViP) signature, and its 20-gene severe (s)ViP subset that were developed in the context of SARS-CoV-2 infection and a 13-transcript signature previously demonstrated to be diagnostic for KD. Our analyses revealed that KD and MIS-C are on the same continuum of the host immune response as COVID-19. While both the pediatric syndromes converge upon an -centric cytokine storm, suggestive of shared proximal pathways of immunopathogenesis, they diverge in other laboratory parameters and cardiac phenotypes. The ViP signatures also revealed unique targetable cytokine pathways in MIS-C, place MIS-C farther along in the spectrum in severity compared to KD and pinpoint key clinical (reduced cardiac function) and laboratory (thrombocytopenia and eosinopenia) parameters that can be useful to monitor severity.

摘要

在新冠疫情期间,儿童多系统炎症综合征(MIS-C,也称为儿童炎症性多系统综合征 - PIMS)的病例数显著激增。MIS-C与川崎病(KD)有许多临床特征相同,尽管临床病程和结果有所不同。我们使用两个基因特征的计算工具箱,即166基因病毒大流行(ViP)特征及其在SARS-CoV-2感染背景下开发的20基因严重(s)ViP子集,以及先前证明对KD具有诊断性的13转录本特征,分析了这些患者的全血RNA序列、血清细胞因子和福尔马林固定的心脏组织。我们的分析表明,KD和MIS-C与新冠病毒感染处于宿主免疫反应的同一连续体上。虽然这两种儿科综合征都集中在以白细胞介素为中心的细胞因子风暴上,提示免疫发病机制的近端途径相同,但它们在其他实验室参数和心脏表型上有所不同。ViP特征还揭示了MIS-C中独特的可靶向细胞因子途径,表明MIS-C在严重程度谱上比KD更靠后,并确定了可用于监测严重程度的关键临床(心脏功能降低)和实验室(血小板减少和嗜酸性粒细胞减少)参数。

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