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一种统一的网络系统方法揭示了T滤泡辅助细胞分化背后的一个核心新程序。

A unified network systems approach uncovers a core novel program underlying T follicular helper cell differentiation.

作者信息

Omelchenko Alisa A, Rahman Syed A, Viswanadham Vinayak V, Yuen Grace J, Del Rio Estrada Perla M, D'Onofrio Valentino, Chen Yijia, Sun Na, Mattoo Hamid, Varma Chinmay G, Salgado Gonzalo, Nava Maribel S, Ruiz Lady C, Rivera Dafne D, Rios Santiago A, Kasturi Sudhir P, Ribeiro Susan P, Shlomchik Mark J, Poholek Amanda C, Pillai Shiv S, Elsner Rebecca A, Mahajan Vinay S, Das Jishnu

机构信息

Center for Systems Immunology, Departments of Immunology and Computational & Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.

The Joint CMU-Pitt PhD program in Computational Biology, School of Medicine, University of Pittsburgh, PA, USA.

出版信息

bioRxiv. 2025 Aug 24:2025.08.19.670906. doi: 10.1101/2025.08.19.670906.

Abstract

T follicular helper (Tfh) cells are central to the adaptive immune response and exhibit remarkable functional diversity and plasticity. The complex nature of Tfh cell populations, inconsistent findings across experimental systems and potential differences across species have fueled ongoing debate regarding core regulatory pathways that govern Tfh differentiation. Many studies have experimentally investigated individual proteins and circuits involved in Tfh differentiation in limited contexts, each providing only a partial understanding of the process. To address this, we adopted a novel multi-scale network systems approach that incorporates both regulatory and protein-protein interactions. Our approach integrates diverse data types, captures regulation across multiple levels of immune system organization, and recapitulates known drivers. Further, we discover a core Tfh gene set that is conserved across tissue types and disease contexts, and is consistent across data modalities - bulk, single-cell and spatial. While components of this set have been individually reported, a novel aspect of our work lies in the discovery, characterization, and connectivity of this core signature using a single unbiased approach. Using this method, we also uncover a novel function of IL-12, a molecule with reported conflicting functions, in the regulation of Tfh differentiation. Notably, we find that, in both humans and mice, IL-12 is permissive for the differentiation of Tfh precursors, but blocks subsequent differentiation into GC Tfh cells. Overall, this work elucidates novel networks with unexplored roles in governing Tfh cell differentiation across species and tissues, paving the way for novel -therapeutic interventions.

摘要

滤泡辅助性T(Tfh)细胞是适应性免疫反应的核心,具有显著的功能多样性和可塑性。Tfh细胞群体的复杂性、不同实验系统中不一致的研究结果以及不同物种之间的潜在差异,引发了关于调控Tfh细胞分化的核心调控途径的持续争论。许多研究在有限的背景下对参与Tfh细胞分化的单个蛋白质和信号通路进行了实验研究,每项研究都只提供了对该过程的部分理解。为了解决这个问题,我们采用了一种新颖的多尺度网络系统方法,该方法整合了调控相互作用和蛋白质-蛋白质相互作用。我们的方法整合了多种数据类型,捕捉了免疫系统组织多个层面的调控,并概括了已知的驱动因素。此外,我们发现了一个在不同组织类型和疾病背景下都保守的Tfh核心基因集,并且在多种数据模式(批量、单细胞和空间数据)中都是一致的。虽然这个基因集的组成部分已经有个别报道,但我们工作的一个新颖之处在于使用单一的无偏方法来发现、表征这个核心特征及其连接性。使用这种方法,我们还揭示了白细胞介素-12(IL-12)在Tfh细胞分化调控中的一种新功能,IL-12是一种功能存在争议的分子。值得注意的是,我们发现,在人类和小鼠中,IL-12对Tfh前体细胞的分化具有许可作用,但会阻止其随后分化为生发中心Tfh细胞。总体而言,这项工作阐明了在跨物种和组织调控Tfh细胞分化中具有未被探索作用的新网络,为新型治疗干预铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3378/12393391/9284892e8f4a/nihpp-2025.08.19.670906v1-f0007.jpg

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