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1.
Cell ; 165(5): 1120-1133, 2016 May 19.
Article in English | MEDLINE | ID: mdl-27156451

ABSTRACT

Innate lymphoid cells (ILCs) play key roles in host defense, barrier integrity, and homeostasis and mirror adaptive CD4(+) T helper (Th) cell subtypes in both usage of effector molecules and transcription factors. To better understand the relationship between ILC subsets and their Th cell counterparts, we measured genome-wide chromatin accessibility. We find that chromatin in proximity to effector genes is selectively accessible in ILCs prior to high-level transcription upon activation. Accessibility of these regions is acquired in a stepwise manner during development and changes little after in vitro or in vivo activation. Conversely, dramatic chromatin remodeling occurs in naive CD4(+) T cells during Th cell differentiation using a type-2-infection model. This alteration results in a substantial convergence of Th2 cells toward ILC2 regulomes. Our data indicate extensive sharing of regulatory circuitry across the innate and adaptive compartments of the immune system, in spite of their divergent developing pathways.


Subject(s)
Gene Regulatory Networks , Lymphocytes/cytology , Lymphocytes/immunology , Animals , Cell Lineage , Female , Gene Expression Regulation , Lymphocytes/metabolism , Mice , Mice, Inbred C57BL , Transcriptome
2.
Immunity ; 54(3): 514-525.e6, 2021 03 09.
Article in English | MEDLINE | ID: mdl-33657395

ABSTRACT

MicroRNAs are important regulators of immune responses. Here, we show miR-221 and miR-222 modulate the intestinal Th17 cell response. Expression of miR-221 and miR-222 was induced by proinflammatory cytokines and repressed by the cytokine TGF-ß. Molecular targets of miR-221 and miR-222 included Maf and Il23r, and loss of miR-221 and miR-222 expression shifted the transcriptomic spectrum of intestinal Th17 cells to a proinflammatory signature. Although the loss of miR-221 and miR-222 was tolerated for maintaining intestinal Th17 cell homeostasis in healthy mice, Th17 cells lacking miR-221 and miR-222 expanded more efficiently in response to IL-23. Both global and T cell-specific deletion of miR-221 and miR-222 rendered mice prone to mucosal barrier damage. Collectively, these findings demonstrate that miR-221 and miR-222 are an integral part of intestinal Th17 cell response that are induced after IL-23 stimulation to constrain the magnitude of proinflammatory response.


Subject(s)
Inflammation/immunology , Interleukin-23/metabolism , Intestinal Mucosa/immunology , MicroRNAs/genetics , Th17 Cells/immunology , Animals , Feedback, Physiological , Mice , Mice, Inbred C57BL , Mice, Knockout , Proto-Oncogene Proteins c-maf/metabolism , Receptors, Interleukin/metabolism , Signal Transduction , Transforming Growth Factor beta/metabolism
3.
Cell ; 163(6): 1308-10, 2015 Dec 03.
Article in English | MEDLINE | ID: mdl-26638065

ABSTRACT

T helper 17 (Th17) cells are critical for host defense but can also drive autoimmunity. This divergent behavior is explored by Gaublomme et al. and Wang et al., who identify inflammation-associated genes by measuring gene expression in nearly 1,000 individual Th17 cells and show that CD5L affects the expression of pro-inflammatory genes by altering lipid synthesis.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental/pathology , Sequence Analysis, RNA , Single-Cell Analysis , Th17 Cells/metabolism , Th17 Cells/pathology , Animals , Humans
4.
Nat Immunol ; 18(7): 813-823, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28530713

ABSTRACT

The transcriptional programs that guide lymphocyte differentiation depend on the precise expression and timing of transcription factors (TFs). The TF BACH2 is essential for T and B lymphocytes and is associated with an archetypal super-enhancer (SE). Single-nucleotide variants in the BACH2 locus are associated with several autoimmune diseases, but BACH2 mutations that cause Mendelian monogenic primary immunodeficiency have not previously been identified. Here we describe a syndrome of BACH2-related immunodeficiency and autoimmunity (BRIDA) that results from BACH2 haploinsufficiency. Affected subjects had lymphocyte-maturation defects that caused immunoglobulin deficiency and intestinal inflammation. The mutations disrupted protein stability by interfering with homodimerization or by causing aggregation. We observed analogous lymphocyte defects in Bach2-heterozygous mice. More generally, we observed that genes that cause monogenic haploinsufficient diseases were substantially enriched for TFs and SE architecture. These findings reveal a previously unrecognized feature of SE architecture in Mendelian diseases of immunity: heterozygous mutations in SE-regulated genes identified by whole-exome/genome sequencing may have greater significance than previously recognized.


Subject(s)
Autoimmune Diseases/genetics , Basic-Leucine Zipper Transcription Factors/genetics , Immunologic Deficiency Syndromes/genetics , Adrenal Cortex Hormones/therapeutic use , Adult , Autoimmune Diseases/complications , Colitis/complications , Colitis/genetics , Colitis/pathology , Female , Fever/complications , Fever/drug therapy , Fever/genetics , Haploinsufficiency , Heterozygote , Humans , Immunologic Deficiency Syndromes/complications , Lymphopenia/complications , Lymphopenia/genetics , Male , Middle Aged , Mutation , Pancytopenia/complications , Pancytopenia/drug therapy , Pancytopenia/genetics , Pedigree , Polymorphism, Single Nucleotide , Recurrence , Respiratory Tract Infections/complications , Respiratory Tract Infections/diagnostic imaging , Respiratory Tract Infections/genetics , Splenomegaly/complications , Splenomegaly/genetics , Syndrome , Tomography, X-Ray Computed , Young Adult
5.
Immunity ; 53(4): 745-758.e4, 2020 10 13.
Article in English | MEDLINE | ID: mdl-33010223

ABSTRACT

Innate immune responses rely on rapid and precise gene regulation mediated by accessibility of regulatory regions to transcription factors (TFs). In natural killer (NK) cells and other innate lymphoid cells, competent enhancers are primed during lineage acquisition, and formation of de novo enhancers characterizes the acquisition of innate memory in activated NK cells and macrophages. Here, we investigated how primed and de novo enhancers coordinate to facilitate high-magnitude gene induction during acute activation. Epigenomic and transcriptomic analyses of regions near highly induced genes (HIGs) in NK cells both in vitro and in a model of Toxoplasma gondii infection revealed de novo chromatin accessibility and enhancer remodeling controlled by signal-regulated TFs STATs. Acute NK cell activation redeployed the lineage-determining TF T-bet to de novo enhancers, independent of DNA-sequence-specific motif recognition. Thus, acute stimulation reshapes enhancer function through the combinatorial usage and repurposing of both lineage-determining and signal-regulated TFs to ensure an effective response.


Subject(s)
Enhancer Elements, Genetic/genetics , Enhancer Elements, Genetic/immunology , Killer Cells, Natural/immunology , Transcription Factors/genetics , Transcription Factors/immunology , Animals , Chromatin/genetics , Chromatin/immunology , Female , Gene Expression/genetics , Gene Expression/immunology , Gene Expression Profiling/methods , Gene Expression Regulation/genetics , Gene Expression Regulation/immunology , Immunity, Innate/genetics , Immunity, Innate/immunology , Macrophages/immunology , Mice , Mice, Inbred C57BL , Toxoplasma/immunology , Toxoplasmosis/genetics , Toxoplasmosis/immunology
6.
Immunity ; 51(4): 682-695.e6, 2019 10 15.
Article in English | MEDLINE | ID: mdl-31353223

ABSTRACT

Innate lymphocytes maintain tissue homeostasis at mucosal barriers, with group 2 innate lymphoid cells (ILC2s) producing type 2 cytokines and controlling helminth infection. While the molecular understanding of ILC2 responses has advanced, the complexity of microenvironmental factors impacting ILC2s is becoming increasingly apparent. Herein, we used single-cell analysis to explore the diversity of gene expression among lung lymphocytes during helminth infection. Following infection, we identified a subset of ILC2s that preferentially expressed Il5-encoding interleukin (IL)-5, together with Calca-encoding calcitonin gene-related peptide (CGRP) and its cognate receptor components. CGRP in concert with IL-33 and neuromedin U (NMU) supported IL-5 but constrained IL-13 expression and ILC2 proliferation. Without CGRP signaling, ILC2 responses and worm expulsion were enhanced. Collectively, these data point to CGRP as a context-dependent negative regulatory factor that shapes innate lymphocyte responses to alarmins and neuropeptides during type 2 innate immune responses.


Subject(s)
Inflammation/immunology , Lymphocytes/immunology , Nippostrongylus/physiology , Receptors, Calcitonin Gene-Related Peptide/metabolism , Strongylida Infections/immunology , Animals , Cells, Cultured , Cytokines/metabolism , Immunity, Innate , Interleukin-33/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Neuropeptides/metabolism , Receptors, Calcitonin Gene-Related Peptide/genetics , Single-Cell Analysis , Th2 Cells/immunology , Transplantation Chimera
7.
Immunity ; 50(1): 106-120.e10, 2019 01 15.
Article in English | MEDLINE | ID: mdl-30650370

ABSTRACT

CD4+ T helper (Th) differentiation is regulated by diverse inputs, including the vitamin A metabolite retinoic acid (RA). RA acts through its receptor RARα to repress transcription of inflammatory cytokines, but is also essential for Th-mediated immunity, indicating complex effects of RA on Th specification and the outcome of the immune response. We examined the impact of RA on the genome-wide transcriptional response during Th differentiation to multiple subsets. RA effects were subset-selective and were most significant in Th9 cells. RA globally antagonized Th9-promoting transcription factors and inhibited Th9 differentiation. RA directly targeted the extended Il9 locus and broadly modified the Th9 epigenome through RARα. RA-RARα activity limited murine Th9-associated pulmonary inflammation, and human allergic inflammation was associated with reduced expression of RA target genes. Thus, repression of the Th9 program is a major function of RA-RARα signaling in Th differentiation, arguing for a role for RA in interleukin 9 (IL-9) related diseases.


Subject(s)
Hypersensitivity/immunology , Lung/physiology , Pneumonia/immunology , Retinoic Acid Receptor alpha/metabolism , T-Lymphocytes, Helper-Inducer/physiology , Animals , Epigenetic Repression , HEK293 Cells , Humans , Hypersensitivity/genetics , Interleukin-9/metabolism , Lung/pathology , Mice , Mice, Inbred C57BL , Mice, Knockout , Pneumonia/genetics , Retinoic Acid Receptor alpha/genetics , Signal Transduction , Transcription, Genetic , Tretinoin/metabolism
8.
Immunity ; 46(6): 983-991.e4, 2017 06 20.
Article in English | MEDLINE | ID: mdl-28623086

ABSTRACT

Host defense requires the specification of CD4+ helper T (Th) cells into distinct fates, including Th1 cells that preferentially produce interferon-γ (IFN-γ). IFN-γ, a member of a large family of anti-pathogenic and anti-tumor IFNs, induces T-bet, a lineage-defining transcription factor for Th1 cells, which in turn supports IFN-γ production in a feed-forward manner. Herein, we show that a cell-intrinsic role of T-bet influences how T cells perceive their secreted product in the environment. In the absence of T-bet, IFN-γ aberrantly induced a type I IFN transcriptomic program. T-bet preferentially repressed genes and pathways ordinarily activated by type I IFNs to ensure that its transcriptional response did not evoke an aberrant amplification of type I IFN signaling circuitry, otherwise triggered by its own product. Thus, in addition to promoting Th1 effector commitment, T-bet acts as a repressor in differentiated Th1 cells to prevent abberant autocrine type I IFN and downstream signaling.


Subject(s)
Autocrine Communication , Lymphocytic Choriomeningitis/immunology , Lymphocytic choriomeningitis virus/immunology , T-Box Domain Proteins/metabolism , Th1 Cells/immunology , Toxoplasma/immunology , Toxoplasmosis/immunology , Animals , Cell Differentiation , Cell Proliferation , Cells, Cultured , Humans , Interferon Type I/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Signal Transduction , T-Box Domain Proteins/genetics , Th1 Cells/microbiology , Th1 Cells/virology , Transcriptome
9.
Genes Dev ; 31(17): 1795-1808, 2017 09 01.
Article in English | MEDLINE | ID: mdl-28982762

ABSTRACT

Transcription factor (TF)-directed enhanceosome assembly constitutes a fundamental regulatory mechanism driving spatiotemporal gene expression programs during animal development. Despite decades of study, we know little about the dynamics or order of events animating TF assembly at cis-regulatory elements in living cells and the long-range molecular "dialog" between enhancers and promoters. Here, combining genetic, genomic, and imaging approaches, we characterize a complex long-range enhancer cluster governing Krüppel-like factor 4 (Klf4) expression in naïve pluripotency. Genome editing by CRISPR/Cas9 revealed that OCT4 and SOX2 safeguard an accessible chromatin neighborhood to assist the binding of other TFs/cofactors to the enhancer. Single-molecule live-cell imaging uncovered that two naïve pluripotency TFs, STAT3 and ESRRB, interrogate chromatin in a highly dynamic manner, in which SOX2 promotes ESRRB target search and chromatin-binding dynamics through a direct protein-tethering mechanism. Together, our results support a highly dynamic yet intrinsically ordered enhanceosome assembly to maintain the finely balanced transcription program underlying naïve pluripotency.


Subject(s)
Enhancer Elements, Genetic/genetics , Gene Expression Regulation/genetics , Kruppel-Like Transcription Factors/genetics , Pluripotent Stem Cells/physiology , Animals , Binding Sites , Chromatin/metabolism , Embryonic Stem Cells , Kruppel-Like Factor 4 , Mice , Octamer Transcription Factor-3/metabolism , Protein Binding , Receptors, Estrogen/metabolism , SOXB1 Transcription Factors/metabolism , STAT3 Transcription Factor/metabolism , Transcription Factors/metabolism
10.
PLoS Genet ; 14(4): e1007328, 2018 04.
Article in English | MEDLINE | ID: mdl-29630598

ABSTRACT

Living in a social environment requires the ability to respond to specific social stimuli and to incorporate information obtained from prior interactions into future ones. One of the mechanisms that facilitates social interaction is pheromone-based communication. In Drosophila melanogaster, the male-specific pheromone cis-vaccenyl acetate (cVA) elicits different responses in male and female flies, and functions to modulate behavior in a context and experience-dependent manner. Although it is the most studied pheromone in flies, the mechanisms that determine the complexity of the response, its intensity and final output with respect to social context, sex and prior interaction, are still not well understood. Here we explored the functional link between social interaction and pheromone-based communication and discovered an odorant binding protein that links social interaction to sex specific changes in cVA related responses. Odorant binding protein 69a (Obp69a) is expressed in auxiliary cells and secreted into the olfactory sensilla. Its expression is inversely regulated in male and female flies by social interactions: cVA exposure reduces its levels in male flies and increases its levels in female flies. Increasing or decreasing Obp69a levels by genetic means establishes a functional link between Obp69a levels and the extent of male aggression and female receptivity. We show that activation of cVA-sensing neurons is sufficeint to regulate Obp69a levels in the absence of cVA, and requires active neurotransmission between the sensory neuron to the second order olfactory neuron. The cross-talk between sensory neurons and non-neuronal auxiliary cells at the olfactory sensilla, represents an additional component in the machinery that promotes behavioral plasticity to the same sensory stimuli in male and female flies.


Subject(s)
Acetates/pharmacology , Drosophila Proteins/metabolism , Oleic Acids/pharmacology , Pheromones/pharmacology , Receptors, Odorant/metabolism , Sexual Behavior, Animal/drug effects , Social Environment , Animals , Drosophila Proteins/genetics , Drosophila melanogaster/genetics , Drosophila melanogaster/metabolism , Drosophila melanogaster/physiology , Female , Gene Expression Regulation , Male , Receptors, Odorant/genetics , Sensilla/metabolism , Sensilla/physiology , Sensory Receptor Cells/metabolism , Sensory Receptor Cells/physiology , Sex Factors , Smell
11.
Brain Behav Evol ; 83(1): 1-8, 2014.
Article in English | MEDLINE | ID: mdl-24603302

ABSTRACT

Efforts to understand nervous system structure and function have received new impetus from the federal Brain Research through Advancing Innovative Neurotechnologies (BRAIN) Initiative. Comparative analyses can contribute to this effort by leading to the discovery of general principles of neural circuit design, information processing, and gene-structure-function relationships that are not apparent from studies on single species. We here propose to extend the comparative approach to nervous system 'maps' comprising molecular, anatomical, and physiological data. This research will identify which neural features are likely to generalize across species, and which are unlikely to be broadly conserved. It will also suggest causal relationships between genes, development, adult anatomy, physiology, and, ultimately, behavior. These causal hypotheses can then be tested experimentally. Finally, insights from comparative research can inspire and guide technological development. To promote this research agenda, we recommend that teams of investigators coalesce around specific research questions and select a set of 'reference species' to anchor their comparative analyses. These reference species should be chosen not just for practical advantages, but also with regard for their phylogenetic position, behavioral repertoire, well-annotated genome, or other strategic reasons. We envision that the nervous systems of these reference species will be mapped in more detail than those of other species. The collected data may range from the molecular to the behavioral, depending on the research question. To integrate across levels of analysis and across species, standards for data collection, annotation, archiving, and distribution must be developed and respected. To that end, it will help to form networks or consortia of researchers and centers for science, technology, and education that focus on organized data collection, distribution, and training. These activities could be supported, at least in part, through existing mechanisms at NSF, NIH, and other agencies. It will also be important to develop new integrated software and database systems for cross-species data analyses. Multidisciplinary efforts to develop such analytical tools should be supported financially. Finally, training opportunities should be created to stimulate multidisciplinary, integrative research into brain structure, function, and evolution.


Subject(s)
Biological Evolution , Brain Mapping , Brain/anatomy & histology , Brain/physiology , Anatomy, Comparative , Animals , Humans , Species Specificity
12.
Nucleic Acids Res ; 40(19): 9691-704, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22855560

ABSTRACT

Many tools are available to analyse genomes but are often challenging to use in a cell type-specific context. We have developed a method similar to the isolation of nuclei tagged in a specific cell type (INTACT) technique [Deal,R.B. and Henikoff,S. (2010) A simple method for gene expression and chromatin profiling of individual cell types within a tissue. Dev. Cell, 18, 1030-1040; Steiner,F.A., Talbert,P.B., Kasinathan,S., Deal,R.B. and Henikoff,S. (2012) Cell-type-specific nuclei purification from whole animals for genome-wide expression and chromatin profiling. Genome Res., doi:10.1101/gr.131748.111], first developed in plants, for use in Drosophila neurons. We profile gene expression and histone modifications in Kenyon cells and octopaminergic neurons in the adult brain. In addition to recovering known gene expression differences, we also observe significant cell type-specific chromatin modifications. In particular, a small subset of differentially expressed genes exhibits a striking anti-correlation between repressive and activating histone modifications. These genes are enriched for transcription factors, recovering those known to regulate mushroom body identity and predicting analogous regulators of octopaminergic neurons. Our results suggest that applying INTACT to specific neuronal populations can illuminate the transcriptional regulatory networks that underlie neuronal cell identity.


Subject(s)
Drosophila/genetics , Genomics/methods , Neurons/metabolism , Animals , Cell Fractionation/methods , Cell Nucleus/genetics , Chromatin/metabolism , Drosophila/metabolism , Gene Expression Profiling , Gene Silencing , Histones/metabolism , Luminescent Proteins/genetics , Transcription Factors/genetics
13.
bioRxiv ; 2023 Jul 17.
Article in English | MEDLINE | ID: mdl-37502974

ABSTRACT

Tumor mutations can influence the surrounding microenvironment leading to suppression of anti-tumor immune responses and thereby contributing to tumor progression and failure of cancer therapies. Here we use genetically engineered lung cancer mouse models and patient samples to dissect how LKB1 mutations accelerate tumor growth by reshaping the immune microenvironment. Comprehensive immune profiling of LKB1 -mutant vs wildtype tumors revealed dramatic changes in myeloid cells, specifically enrichment of Arg1 + interstitial macrophages and SiglecF Hi neutrophils. We discovered a novel mechanism whereby autocrine LIF signaling in Lkb1 -mutant tumors drives tumorigenesis by reprogramming myeloid cells in the immune microenvironment. Inhibiting LIF signaling in Lkb1 -mutant tumors, via gene targeting or with a neutralizing antibody, resulted in a striking reduction in Arg1 + interstitial macrophages and SiglecF Hi neutrophils, expansion of antigen specific T cells, and inhibition of tumor progression. Thus, targeting LIF signaling provides a new therapeutic approach to reverse the immunosuppressive microenvironment of LKB1 -mutant tumors.

14.
Nat Commun ; 14(1): 6764, 2023 11 08.
Article in English | MEDLINE | ID: mdl-37938580

ABSTRACT

Approximately 30% of early-stage lung adenocarcinoma patients present with disease progression after successful surgical resection. Despite efforts of mapping the genetic landscape, there has been limited success in discovering predictive biomarkers of disease outcomes. Here we performed a systematic multi-omic assessment of 143 tumors and matched tumor-adjacent, histologically-normal lung tissue with long-term patient follow-up. Through histologic, mutational, and transcriptomic profiling of tumor and adjacent-normal tissue, we identified an inflammatory gene signature in tumor-adjacent tissue as the strongest clinical predictor of disease progression. Single-cell transcriptomic analysis demonstrated the progression-associated inflammatory signature was expressed in both immune and non-immune cells, and cell type-specific profiling in monocytes further improved outcome predictions. Additional analyses of tumor-adjacent transcriptomic data from The Cancer Genome Atlas validated the association of the inflammatory signature with worse outcomes across cancers. Collectively, our study suggests that molecular profiling of tumor-adjacent tissue can identify patients at high risk for disease progression.


Subject(s)
Adenocarcinoma of Lung , Lung Neoplasms , Humans , Adenocarcinoma of Lung/genetics , Inflammation/genetics , Lung Neoplasms/genetics , Lung , Disease Progression
15.
Sci Immunol ; 7(77): eabl9467, 2022 11 25.
Article in English | MEDLINE | ID: mdl-36427325

ABSTRACT

Activated lymphocytes adapt their metabolism to meet the energetic and biosynthetic demands imposed by rapid growth and proliferation. Common gamma chain (cγ) family cytokines are central to these processes, but the role of downstream signal transducer and activator of transcription 5 (STAT5) signaling, which is engaged by all cγ members, is poorly understood. Using genome-, transcriptome-, and metabolome-wide analyses, we demonstrate that STAT5 is a master regulator of energy and amino acid metabolism in CD4+ T helper cells. Mechanistically, STAT5 localizes to an array of enhancers and promoters for genes encoding essential enzymes and transporters, where it facilitates p300 recruitment and epigenetic remodeling. We also find that STAT5 licenses the activity of two other key metabolic regulators, the mTOR signaling pathway and the MYC transcription factor. Building on the latter, we present evidence for transcriptome-wide cooperation between STAT5 and MYC in both normal and transformed T cells. Together, our data provide a molecular framework for transcriptional programing of T cell metabolism downstream of cγ cytokines and highlight the JAK-STAT pathway in mediating cellular growth and proliferation.


Subject(s)
Janus Kinases , STAT5 Transcription Factor , STAT5 Transcription Factor/genetics , Signal Transduction , STAT Transcription Factors , T-Lymphocytes, Helper-Inducer , Cytokines
16.
Nat Commun ; 13(1): 4443, 2022 08 04.
Article in English | MEDLINE | ID: mdl-35927254

ABSTRACT

A significant proportion of colorectal cancer (CRC) patients develop peritoneal metastases (PM) in the course of their disease. PMs are associated with a poor quality of life, significant morbidity and dismal disease outcome. To improve care for this patient group, a better understanding of the molecular characteristics of CRC-PM is required. Here we present a comprehensive molecular characterization of a cohort of 52 patients. This reveals that CRC-PM represent a distinct CRC molecular subtype, CMS4, but can be further divided in three separate categories, each presenting with unique features. We uncover that the CMS4-associated structural protein Moesin plays a key role in peritoneal dissemination. Finally, we define specific evolutionary features of CRC-PM which indicate that polyclonal metastatic seeding underlies these lesions. Together our results suggest that CRC-PM should be perceived as a distinct disease entity.


Subject(s)
Colorectal Neoplasms , Neoplasms, Second Primary , Peritoneal Neoplasms , Colorectal Neoplasms/pathology , Humans , Peritoneal Neoplasms/genetics , Peritoneal Neoplasms/secondary , Peritoneum/metabolism , Quality of Life
17.
PLoS Comput Biol ; 6(2): e1000668, 2010 Feb 05.
Article in English | MEDLINE | ID: mdl-20140189

ABSTRACT

Protein-protein interactions are challenging targets for modulation by small molecules. Here, we propose an approach that harnesses the increasing structural coverage of protein complexes to identify small molecules that may target protein interactions. Specifically, we identify ligand and protein binding sites that overlap upon alignment of homologous proteins. Of the 2,619 protein structure families observed to bind proteins, 1,028 also bind small molecules (250-1000 Da), and 197 exhibit a statistically significant (p<0.01) overlap between ligand and protein binding positions. These "bi-functional positions", which bind both ligands and proteins, are particularly enriched in tyrosine and tryptophan residues, similar to "energetic hotspots" described previously, and are significantly less conserved than mono-functional and solvent exposed positions. Homology transfer identifies ligands whose binding sites overlap at least 20% of the protein interface for 35% of domain-domain and 45% of domain-peptide mediated interactions. The analysis recovered known small-molecule modulators of protein interactions as well as predicted new interaction targets based on the sequence similarity of ligand binding sites. We illustrate the predictive utility of the method by suggesting structural mechanisms for the effects of sanglifehrin A on HIV virion production, bepridil on the cellular entry of anthrax edema factor, and fusicoccin on vertebrate developmental pathways. The results, available at http://pibase.janelia.org, represent a comprehensive collection of structurally characterized modulators of protein interactions, and suggest that homologous structures are a useful resource for the rational design of interaction modulators.


Subject(s)
Computational Biology/methods , Protein Binding , Protein Interaction Domains and Motifs , Proteins/chemistry , Binding Sites , Ligands , Models, Molecular , Statistics, Nonparametric
18.
Nucleic Acids Res ; 37(Database issue): D347-54, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18948282

ABSTRACT

MODBASE (http://salilab.org/modbase) is a database of annotated comparative protein structure models. The models are calculated by MODPIPE, an automated modeling pipeline that relies primarily on MODELLER for fold assignment, sequence-structure alignment, model building and model assessment (http:/salilab.org/modeller). MODBASE currently contains 5,152,695 reliable models for domains in 1,593,209 unique protein sequences; only models based on statistically significant alignments and/or models assessed to have the correct fold are included. MODBASE also allows users to calculate comparative models on demand, through an interface to the MODWEB modeling server (http://salilab.org/modweb). Other resources integrated with MODBASE include databases of multiple protein structure alignments (DBAli), structurally defined ligand binding sites (LIGBASE), predicted ligand binding sites (AnnoLyze), structurally defined binary domain interfaces (PIBASE) and annotated single nucleotide polymorphisms and somatic mutations found in human proteins (LS-SNP, LS-Mut). MODBASE models are also available through the Protein Model Portal (http://www.proteinmodelportal.org/).


Subject(s)
Databases, Protein , Models, Molecular , Protein Structure, Tertiary , Structural Homology, Protein , Genomics , Humans , Ligands , Mutation , Polymorphism, Single Nucleotide , Protein Folding , Protein Interaction Domains and Motifs , Proteins/genetics , User-Computer Interface
19.
Bioinformatics ; 25(13): 1647-54, 2009 Jul 01.
Article in English | MEDLINE | ID: mdl-19414530

ABSTRACT

MOTIVATION: Gene expression patterns can be useful in understanding the structural organization of the brain and the regulatory logic that governs its myriad cell types. A particularly rich source of spatial expression data is the Allen Brain Atlas (ABA), a comprehensive genome-wide in situ hybridization study of the adult mouse brain. Here, we present an open-source program, ALLENMINER, that searches the ABA for genes that are expressed, enriched, patterned or graded in a user-specified region of interest. RESULTS: Regionally enriched genes identified by ALLENMINER accurately reflect the in situ data (95-99% concordance with manual curation) and compare with regional microarray studies as expected from previous comparisons (61-80% concordance). We demonstrate the utility of ALLENMINER by identifying genes that exhibit patterned expression in the caudoputamen and neocortex. We discuss general characteristics of gene expression in the mouse brain and the potential application of ALLENMINER to design strategies for specific genetic access to brain regions and cell types. AVAILABILITY: ALLENMINER is freely available on the Internet at http://research.janelia.org/davis/allenminer.


Subject(s)
Brain/metabolism , Gene Expression Profiling/methods , Gene Expression , Animals , Computer Graphics , Genome , Mice , Oligonucleotide Array Sequence Analysis
20.
Sleep ; 43(11)2020 11 12.
Article in English | MEDLINE | ID: mdl-32343818

ABSTRACT

STUDY OBJECTIVES: The brainstem contains several neuronal populations, heterogeneous in terms of neurotransmitter/neuropeptide content, which are important for controlling various aspects of the rapid eye movement (REM) phase of sleep. Among these populations are the Calbindin (Calb)-immunoreactive NPCalb neurons, located in the Nucleus papilio, within the dorsal paragigantocellular nucleus (DPGi), and recently shown to control eye movement during the REM phase of sleep. METHODS: We performed in-depth data mining of the in situ hybridization data collected at the Allen Brain Atlas, in order to identify potentially interesting genes expressed in this brainstem nucleus. Our attention focused on genes encoding neuropeptides, including Cart (Cocaine and Amphetamine Regulated Transcripts) and Nesfatin 1. RESULTS: While nesfatin 1 appeared ubiquitously expressed in this Calb-positive neuronal population, Cart was coexpressed in only a subset of these glutamatergic NPCalb neurons. Furthermore, an REM sleep deprivation and rebound assay performed with mice revealed that the Cart-positive neuronal population within the DPGi was activated during REM sleep (as measured by c-fos immunoreactivity), suggesting a role of this neuropeptide in regulating some aspects of REM sleep. CONCLUSIONS: The assembled information could afford functional clues to investigators, conducive to further experimental pursuits.


Subject(s)
Nerve Tissue Proteins , Neuropeptides , Animals , Brain Stem/metabolism , Calbindins , Gene Expression , Mice , Nerve Tissue Proteins/genetics , Neurons/metabolism , Neuropeptides/genetics
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