Transcriptional regulatory networks that promote and restrict identities and functions of intestinal innate lymphoid cells

Innate lymphoid cells (ILCs) can be subdivided into several distinct cytokine-secreting lineages that promote tissue homeostasis and immune defense but also contribute to inflammatory diseases. Accumulating evidence suggests that ILCs, similarly to other immune populations, are capable of phenotypic and functional plasticity in response to infectious or environmental stimuli. Yet the transcriptional circuits that control ILC identity and function are largely unknown. Here we integrate gene expression and chromatin accessibility data to infer transcriptional regulatory networks within intestinal type 1, 2, and 3 ILCs. We predict the “core” sets of transcription-factor (TF) regulators driving each ILC subset identity, among which only a few TFs were previously known. To assist in the interpretation of these networks, TFs were organized into cooperative clusters, or modules that control gene programs with distinct functions. The ILC network reveals extensive alternative-lineage-gene repression, whose regulation may explain reported plasticity between ILC subsets. We validate new roles for c-MAF and BCL6 as regulators affecting the type 1 and type 3 ILC lineages. Manipulation of TF pathways identified here might provide a novel means to selectively regulate ILC effector functions to alleviate inflammatory disease or enhance host tolerance to pathogenic microbes or noxious stimuli. Our results will enable further exploration of ILC biology, while our network approach will be broadly applicable to identifying key cell state regulators in other in vivo cell populations.

[1]  R. Medzhitov,et al.  Emerging Principles of Gene Expression Programs and Their Regulation. , 2018, Molecular cell.

[2]  R. Locksley,et al.  Innate Lymphoid Cells: 10 Years On , 2018, Cell.

[3]  Dayanne M. Castro,et al.  Leveraging chromatin accessibility for transcriptional regulatory network inference in T Helper 17 Cells , 2018, bioRxiv.

[4]  Richard Bonneau,et al.  c-Maf-dependent regulatory T cells mediate immunological tolerance to a gut pathobiont , 2018, Nature.

[5]  Jinfang Zhu,et al.  Dynamic balance between master transcription factors determines the fates and functions of CD4 T cell and innate lymphoid cell subsets , 2017, The Journal of experimental medicine.

[6]  H. Deshmukh,et al.  Intestinal commensal bacteria mediate lung mucosal immunity and promote resistance of newborn mice to infection , 2017, Science Translational Medicine.

[7]  J. D. Di Santo,et al.  Developmental options and functional plasticity of innate lymphoid cells. , 2017, Current opinion in immunology.

[8]  Richard Bonneau,et al.  Critical role of IRF1 and BATF in forming chromatin landscape during type 1 regulatory cell differentiation , 2017, Nature Immunology.

[9]  M. Hepworth,et al.  Functional and phenotypic heterogeneity of group 3 innate lymphoid cells , 2017, Immunology.

[10]  D. Artis,et al.  Emerging concepts and future challenges in innate lymphoid cell biology , 2016, The Journal of experimental medicine.

[11]  Amos Tanay,et al.  The Spectrum and Regulatory Landscape of Intestinal Innate Lymphoid Cells Are Shaped by the Microbiome , 2016, Cell.

[12]  J. D. Di Santo,et al.  Phenotypic and Functional Plasticity of Murine Intestinal NKp46+ Group 3 Innate Lymphoid Cells , 2016, The Journal of Immunology.

[13]  B. Cantarel,et al.  IL-1 is a critical regulator of group 2 innate lymphoid cell function and plasticity , 2016, Nature Immunology.

[14]  Olivia I. Koues,et al.  Distinct Gene Regulatory Pathways for Human Innate versus Adaptive Lymphoid Cells , 2016, Cell.

[15]  J. O’Shea,et al.  Developmental Acquisition of Regulomes Underlies Innate Lymphoid Cell Functionality , 2016, Cell.

[16]  E. Sebzda,et al.  Transcription factor KLF2 regulates homeostatic NK cell proliferation and survival , 2016, Proceedings of the National Academy of Sciences.

[17]  J. Casanova,et al.  IL-12 drives functional plasticity of human group 2 innate lymphoid cells , 2016, The Journal of experimental medicine.

[18]  Åsa K. Björklund,et al.  The heterogeneity of human CD127+ innate lymphoid cells revealed by single-cell RNA sequencing , 2016, Nature Immunology.

[19]  O. Pikovskaya,et al.  Cutting Edge: Eomesodermin Is Sufficient To Direct Type 1 Innate Lymphocyte Development into the Conventional NK Lineage , 2016, The Journal of Immunology.

[20]  S. A. van de Pavert,et al.  Differentiation and function of group 3 innate lymphoid cells, from embryo to adult. , 2015, International immunology.

[21]  Mika Gustafsson,et al.  A validated gene regulatory network and GWAS identifies early regulators of T cell–associated diseases , 2015, Science Translational Medicine.

[22]  Mario L. Arrieta-Ortiz,et al.  An experimentally supported model of the Bacillus subtilis global transcriptional regulatory network , 2015, Molecular systems biology.

[23]  C. Buskens,et al.  Interleukin-12 and -23 Control Plasticity of CD127(+) Group 1 and Group 3 Innate Lymphoid Cells in the Intestinal Lamina Propria. , 2015, Immunity.

[24]  D. Artis,et al.  Innate lymphoid cells in the initiation, regulation and resolution of inflammation , 2015, Nature Medicine.

[25]  Nicolas Serafini,et al.  Transcriptional regulation of innate lymphoid cell fate , 2015, Nature Reviews Immunology.

[26]  M. Farrar,et al.  Group 3 innate lymphoid cells mediate intestinal selection of commensal bacteria–specific CD4+ T cells , 2015, Science.

[27]  M. Colonna,et al.  INNATE LYMPHOID CELLS Innate lymphoid cells : A new paradigm in immunology , 2018 .

[28]  A. Melnick,et al.  BCL6 orchestrates Tfh cell differentiation via multiple distinct mechanisms , 2015, The Journal of experimental medicine.

[29]  A. Dinner,et al.  PLZF expression maps the early stages of ILC1 lineage development , 2015, Proceedings of the National Academy of Sciences.

[30]  Charles Blatti,et al.  Integrating motif, DNA accessibility and gene expression data to build regulatory maps in an organism , 2015, Nucleic acids research.

[31]  Paula Katavolos,et al.  Effect of selective LRRK2 kinase inhibition on nonhuman primate lung , 2015, Science Translational Medicine.

[32]  M. Colonna,et al.  Transcriptional Programs Define Molecular Characteristics of Innate Lymphoid Cell Classes and Subsets , 2015, Nature Immunology.

[33]  M. Hughes,et al.  A circadian gene expression atlas in mammals: Implications for biology and medicine , 2014, Proceedings of the National Academy of Sciences.

[34]  Kate B. Cook,et al.  Determination and Inference of Eukaryotic Transcription Factor Sequence Specificity , 2014, Cell.

[35]  Erik L. L. Sonnhammer,et al.  Functional association networks as priors for gene regulatory network inference , 2014, Bioinform..

[36]  Henrique Veiga-Fernandes,et al.  Differentiation of Type 1 ILCs from a Common Progenitor to All Helper-like Innate Lymphoid Cell Lineages , 2014, Cell.

[37]  Michael G. Constantinides,et al.  A committed hemopoietic precursor to innate lymphoid cells , 2014, Nature.

[38]  Manolis Kellis,et al.  Systematic discovery and characterization of regulatory motifs in ENCODE TF binding experiments , 2013, Nucleic acids research.

[39]  Howard Y. Chang,et al.  Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position , 2013, Nature Methods.

[40]  M. Caligiuri,et al.  Location and cellular stages of natural killer cell development. , 2013, Trends in immunology.

[41]  Deepali V. Sawant,et al.  Insights into the Role of Bcl6 in Follicular Th Cells Using a New Conditional Mutant Mouse Model , 2013, The Journal of Immunology.

[42]  Alexander D. MacKerell,et al.  A hybrid mechanism of action for BCL6 in B cells defined by formation of functionally distinct complexes at enhancers and promoters. , 2013, Cell reports.

[43]  F. Bushman,et al.  Innate lymphoid cells regulate CD4+ T cell responses to intestinal commensal bacteria , 2013, Nature.

[44]  Richard Bonneau,et al.  Robust data-driven incorporation of prior knowledge into the inference of dynamic regulatory networks , 2013, Bioinform..

[45]  A. Regev,et al.  Dynamic regulatory network controlling Th17 cell differentiation , 2013, Nature.

[46]  C. Buskens,et al.  Human type 1 innate lymphoid cells accumulate in inflamed mucosal tissues , 2013, Nature Immunology.

[47]  A. Waisman,et al.  A T-bet gradient controls the fate and function of CCR6−RORγt+ innate lymphoid cells , 2013, Nature.

[48]  Eric Vivier,et al.  Innate lymphoid cells — a proposal for uniform nomenclature , 2013, Nature Reviews Immunology.

[49]  A. McKenzie,et al.  Innate lymphoid cells — how did we miss them? , 2013, Nature Reviews Immunology.

[50]  Y. Belkaid,et al.  Distinct requirements for T-bet in gut innate lymphoid cells , 2012, The Journal of experimental medicine.

[51]  David Voehringer,et al.  The transcription factor GATA-3 controls cell fate and maintenance of type 2 innate lymphoid cells. , 2012, Immunity.

[52]  Graham M Lord,et al.  The Transcription Factor T-bet Regulates Intestinal Inflammation Mediated by Interleukin-7 Receptor+ Innate Lymphoid Cells , 2012, Immunity.

[53]  D. Artis,et al.  Innate lymphoid cells: balancing immunity, inflammation, and tissue repair in the intestine. , 2012, Cell host & microbe.

[54]  Richard Bonneau,et al.  A Validated Regulatory Network for Th17 Cell Specification , 2012, Cell.

[55]  G. Eberl,et al.  Development and function of intestinal innate lymphoid cells. , 2012, Current opinion in immunology.

[56]  Hergen Spits,et al.  Innate lymphoid cells: emerging insights in development, lineage relationships, and function. , 2012, Annual review of immunology.

[57]  C. Birchmeier,et al.  The Transcription Factor c-Maf Controls Touch Receptor Development and Function , 2012, Science.

[58]  S. Rutz,et al.  Transcription factor c-Maf mediates the TGF-β-dependent suppression of IL-22 production in TH17 cells , 2011, Nature Immunology.

[59]  Y. Kerdiles,et al.  Fate mapping analysis of lymphoid cells expressing the NKp46 cell surface receptor , 2011, Proceedings of the National Academy of Sciences.

[60]  Jacob F. Degner,et al.  Sequence and Chromatin Accessibility Data Accurate Inference of Transcription Factor Binding from Dna Material Supplemental Open Access , 2022 .

[61]  S. Carotta,et al.  A role for Blimp1 in the transcriptional network controlling natural killer cell maturation. , 2011, Blood.

[62]  M. Veldhoen,et al.  Fate mapping of interleukin 17-producing T cells in inflammatory responses , 2011, Nature Immunology.

[63]  U. Pannicke,et al.  Regulated expression of nuclear receptor RORγt confers distinct functional fates to NK cell receptor-expressing RORγt(+) innate lymphocytes. , 2010, Immunity.

[64]  M. Caligiuri,et al.  PRDM1/Blimp-1 Controls Effector Cytokine Production in Human NK Cells , 2010, The Journal of Immunology.

[65]  Gérard Eberl,et al.  Lineage Relationship Analysis of RORγt+ Innate Lymphoid Cells , 2010, Science.

[66]  Larry A. Wasserman,et al.  Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models , 2010, NIPS.

[67]  Susan M. Schlenner,et al.  Fate mapping reveals separate origins of T cells and myeloid lineages in the thymus. , 2010, Immunity.

[68]  S. Crotty,et al.  Effectors and memories: Bcl-6 and Blimp-1 in T and B lymphocyte differentiation , 2010, Nature Immunology.

[69]  V. Solovyev,et al.  Automatic annotation of eukaryotic genes, pseudogenes and promoters , 2006, Genome Biology.

[70]  Richard Bonneau,et al.  The Inferelator: an algorithm for learning parsimonious regulatory networks from systems-biology data sets de novo , 2006, Genome Biology.

[71]  L. Miraglia,et al.  A Functional Genomics Strategy Reveals Rora as a Component of the Mammalian Circadian Clock , 2004, Neuron.

[72]  P. Farnham,et al.  T-bet regulates the terminal maturation and homeostasis of NK and Valpha14i NKT cells. , 2004, Immunity.

[73]  Hans Clevers,et al.  Redundant functions of TCF‐1 and LEF‐1 during T and NK cell development, but unique role of TCF‐1 for Ly49 NK cell receptor acquisition , 2003, European journal of immunology.

[74]  R S Chaganti,et al.  BCL-6, a POZ/zinc-finger protein, is a sequence-specific transcriptional repressor. , 1996, Proceedings of the National Academy of Sciences of the United States of America.