Modular inflammation network discovery from large-scale phenotypic screening in genetically heterogeneous mouse brains.

IF 10.1 1区 医学 Q1 IMMUNOLOGY
Monica Xiong, Lisa A Miosge, Carolina Correa-Ospina, Claudia M Y Yan, Tiffany Cripps, Stefan Bauernfried, Yuanyuan Wang, Maggie Crow, Lucy X Morris, T Daniel Andrews, Andrew Trujillo, Mitchell G Rezzonico, Yuxin Liang, Qixin Bei, Zora Modrusan, Kimberly L Stark, Tracy J Yuen, Brad A Friedman, Jesse E Hanson, Edward M Bertram, Christopher J Bohlen
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Abstract

The central nervous system (CNS) represents a uniquely immune-privileged environment, with inflammatory responses involving several resident CNS-specific cell types. While stereotyped cellular and transcriptional responses recur across varied diseases, relevant signaling pathways and regulatory networks are not fully understood. Here, we investigate multi-modal inflammatory gene networks at large scale by developing a high-throughput RNA-seq screening and analysis workflow. As proof-of-concept, we investigate genetically heterogeneous mice from a large-scale chemical mutagenesis screen to identify novel functionally relevant variants in six genes previously linked to human CNS disorders: Nrros, Ctsd, Smpd1, Idua, Nlrp1a, and Inpp5d. We leverage the readily interpretable data from our large-scale study to demarcate distinct inflammatory states arising from each mutation. In all, our work provides a validated analysis framework for identifying discrete gene expression modules that are engaged divergently across disease contexts, which can be used to discover novel regulators of CNS neuroimmune homeostasis.

模块化炎症网络发现从大规模表型筛选在遗传异质性小鼠大脑。
中枢神经系统(CNS)是一个独特的免疫特权环境,炎症反应涉及几种常驻中枢神经系统特异性细胞类型。虽然刻板的细胞和转录反应在各种疾病中反复出现,但相关的信号通路和调控网络尚未完全了解。在这里,我们通过开发高通量RNA-seq筛选和分析工作流程来大规模研究多模态炎症基因网络。作为概念验证,我们通过大规模化学诱变筛选研究了遗传异质性小鼠,以确定先前与人类中枢神经系统疾病相关的六个基因的新功能相关变异:Nrros, Ctsd, Smpd1, Idua, Nlrp1a和Inpp5d。我们利用大规模研究中易于解释的数据来划分由每种突变引起的不同炎症状态。总之,我们的工作提供了一个有效的分析框架,用于识别在不同疾病背景下分散参与的离散基因表达模块,可用于发现中枢神经系统神经免疫稳态的新调节因子。
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来源期刊
Journal of Neuroinflammation
Journal of Neuroinflammation 医学-神经科学
CiteScore
15.90
自引率
3.20%
发文量
276
审稿时长
1 months
期刊介绍: The Journal of Neuroinflammation is a peer-reviewed, open access publication that emphasizes the interaction between the immune system, particularly the innate immune system, and the nervous system. It covers various aspects, including the involvement of CNS immune mediators like microglia and astrocytes, the cytokines and chemokines they produce, and the influence of peripheral neuro-immune interactions, T cells, monocytes, complement proteins, acute phase proteins, oxidative injury, and related molecular processes. Neuroinflammation is a rapidly expanding field that has significantly enhanced our knowledge of chronic neurological diseases. It attracts researchers from diverse disciplines such as pathology, biochemistry, molecular biology, genetics, clinical medicine, and epidemiology. Substantial contributions to this field have been made through studies involving populations, patients, postmortem tissues, animal models, and in vitro systems. The Journal of Neuroinflammation consolidates research that centers around common pathogenic processes. It serves as a platform for integrative reviews and commentaries in this field.
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