A multi-omics resource of B cell activation reveals genetic mechanisms for immune-mediated diseases.

Vitor R C Aguiar, Marcella E Franco, Nada Abdel Aziz, Daniela Fernandez-Salinas, Marcos Chiñas, Mariasilvia Colantuoni, Qian Xiao, Nicolaj Hackert, Yifei Liao, Rodrigo Cervantes-Diaz, Marc Todd, Brian Wauford, Alex Wactor, Vaishali Prahalad, Raquel Laza-Briviesca, Roxane Darbousset, Qiang Wang, Scott Jenks, Kevin S Cashman, Esther Zumaquero, Zhu Zhu, Junning Case, Paloma Cejas, Miguel Gomez, Hannah Ainsworth, Miranda Marion, Mehdi Benamar, Pui Lee, Lauren Henderson, Margaret Chang, Kevin Wei, Henry Long, Carl D Langefeld, Benjamin E Gewurz, Ignacio Sanz, Jeffrey A Sparks, Esra Meidan, Peter A Nigrovic, Maria Gutierrez-Arcelus
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Abstract

Most genetic variants that confer risk of complex immune-mediated diseases (IMDs) affect gene regulation in specific cell types. Their target genes and focus cell types are often unknown, partially because some effects are hidden in untested cell states. B cells play central roles in IMDs, including autoimmune, allergic, infectious, and cancer-related diseases. Despite this established importance, B cell activation states are underrepresented in functional genomics studies. In this study, we obtained B cells from 26 healthy female donors and stimulated them in vitro with six activation conditions targeting key pathways: the B cell receptor (BCR), Toll-like receptor 7 (TLR7), TLR9, CD40, and a cocktail that promotes differentiation into double negative 2 (DN2) IgD- CD27- CD11c+ CD21- B cells, a likely pathogenic subset implicated in autoimmunity and infection. We profiled up to 24 B cell activation states and up to 5 control conditions using RNA-seq, single-cell RNA-seq with surface protein markers (CITE-seq), and ATAC-seq. We characterize how IMD-associated genes respond to stimuli and group into distinct functional programs. High-depth RNA-seq data reveals widespread splicing effects during B cell activation. Using single-cell data, we describe stimulus-dependent B cell fates. Chromatin data reveal transcription factors likely involved in B cell activation, and activation-dependent open chromatin regions that are enriched in IMD genetic risk. We experimentally validate a lupus risk variant in a stimulus-specific open chromatin region that regulates TNFSF4 expression, highlighting the relevance of studying B cell activation to elucidate disease association. These data are shared via an interactive browser that can be used to query the dynamics of gene regulation and B cell differentiation during activation by different stimuli, enhancing further investigation of B cells and their role in IMDs: https://mgalab.shinyapps.io/bcellactivation.

B细胞活化的多组学资源揭示了免疫介导疾病的遗传机制。
大多数导致复杂免疫介导疾病(IMD)风险的遗传变异影响特定细胞类型的基因调控。它们的靶基因和聚焦细胞类型通常是未知的,部分原因是一些效应隐藏在未经测试的细胞状态中。B细胞在imd中发挥重要作用,包括自身免疫性、过敏性、感染性和癌性疾病。然而,尽管这种确立的重要性,B细胞激活状态在功能基因组学研究中代表性不足。在这项研究中,我们从26名健康女性供体中获得B细胞。我们在体外用针对关键通路的六种激活条件刺激B细胞:B细胞受体(BCR)、toll样受体7 (TLR7)、TLR9、CD40和一种促进分化为双阴性2 (DN2) IgD - CD27 - CD11c + CD21 - B细胞的鸡尾酒,这是一种可能导致自身免疫的致病B细胞亚群,在感染性疾病中也会扩大。我们使用RNA-seq、单细胞RNA-seq结合表面蛋白标记(CITE-seq)和ATAC-seq分析了多达24种人B细胞激活状态和多达5种对照条件。我们提供了imd相关基因如何响应刺激的深入表征,并将其分组为具有不同功能的模块。利用高深度RNA-seq数据,我们发现B细胞激活过程中普遍存在剪接效应。使用单细胞数据,我们描述了刺激依赖的B细胞命运。染色质数据揭示了转录因子可能参与刺激依赖性B细胞活化。这些开放的染色质区域捕获了很大比例的IMD遗传风险,并阐明了具有先前未知功能的IMD遗传风险变异。这些数据通过一个交互式浏览器共享,可用于查询不同刺激激活过程中基因调控和B细胞分化的动态,从而加强对B细胞及其在imd中的作用的进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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