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
{"title":"A multi-omics resource of B cell activation reveals genetic mechanisms for immune-mediated diseases.","authors":"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","doi":"10.1101/2025.05.22.25328104","DOIUrl":null,"url":null,"abstract":"<p><p>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 <i>in vitro</i> 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<sup>-</sup> CD27<sup>-</sup> CD11c<sup>+</sup> CD21<sup>-</sup> 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 <i>TNFSF4</i> 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.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12140513/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2025.05.22.25328104","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.