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1.
Nat Immunol ; 24(12): 2080-2090, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37957354

ABSTRACT

Aberrant differentiation of progenitor cells in the hematopoietic system is known to severely impact host immune responsiveness. Here we demonstrate that NOD1, a cytosolic innate sensor of bacterial peptidoglycan, also functions in murine hematopoietic cells as a major regulator of both the generation and differentiation of lymphoid progenitors as well as peripheral T lymphocyte homeostasis. We further show that NOD1 mediates these functions by facilitating STAT5 signaling downstream of hematopoietic cytokines. In steady-state, loss of NOD1 resulted in a modest but significant decrease in numbers of mature T, B and natural killer cells. During systemic protozoan infection this defect was markedly enhanced, leading to host mortality. Lack of functional NOD1 also impaired T cell-dependent anti-tumor immunity while preventing colitis. These findings reveal that, in addition to its classical role as a bacterial ligand receptor, NOD1 plays an important function in regulating adaptive immunity through interaction with a major host cytokine signaling pathway.


Subject(s)
Immunity, Innate , Lymphopoiesis , Animals , Mice , Colitis , Ligands , Signal Transduction
2.
Immunity ; 57(5): 1005-1018.e7, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38697116

ABSTRACT

Cytokine expression during T cell differentiation is a highly regulated process that involves long-range promoter-enhancer and CTCF-CTCF contacts at cytokine loci. Here, we investigated the impact of dynamic chromatin loop formation within the topologically associating domain (TAD) in regulating the expression of interferon gamma (IFN-γ) and interleukin-22 (IL-22); these cytokine loci are closely located in the genome and are associated with complex enhancer landscapes, which are selectively active in type 1 and type 3 lymphocytes. In situ Hi-C analyses revealed inducible TADs that insulated Ifng and Il22 enhancers during Th1 cell differentiation. Targeted deletion of a 17 bp boundary motif of these TADs imbalanced Th1- and Th17-associated immunity, both in vitro and in vivo, upon Toxoplasma gondii infection. In contrast, this boundary element was dispensable for cytokine regulation in natural killer cells. Our findings suggest that precise cytokine regulation relies on lineage- and developmental stage-specific interactions of 3D chromatin architectures and enhancer landscapes.


Subject(s)
CCCTC-Binding Factor , Cell Differentiation , Interferon-gamma , Interleukin-22 , Interleukins , Th1 Cells , Animals , CCCTC-Binding Factor/metabolism , CCCTC-Binding Factor/genetics , Th1 Cells/immunology , Mice , Cell Differentiation/immunology , Interferon-gamma/metabolism , Binding Sites , Interleukins/metabolism , Interleukins/genetics , Enhancer Elements, Genetic/genetics , Mice, Inbred C57BL , Chromatin/metabolism , Toxoplasmosis/immunology , Toxoplasmosis/parasitology , Toxoplasmosis/genetics , Gene Expression Regulation , Toxoplasma/immunology , Cytokines/metabolism , Cell Lineage , Th17 Cells/immunology
3.
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
4.
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
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(1): 131-140.e5, 2019 07 16.
Article in English | MEDLINE | ID: mdl-31315031

ABSTRACT

Macrophages play an important role in structural cardiac remodeling and the transition to heart failure following myocardial infarction (MI). Previous research has focused on the impact of blood-derived monocytes on cardiac repair. Here we examined the contribution of resident cavity macrophages located in the pericardial space adjacent to the site of injury. We found that disruption of the pericardial cavity accelerated maladaptive post-MI cardiac remodeling. Gata6+ macrophages in mouse pericardial fluid contributed to the reparative immune response. Following experimental MI, these macrophages invaded the epicardium and lost Gata6 expression but continued to perform anti-fibrotic functions. Loss of this specialized macrophage population enhanced interstitial fibrosis after ischemic injury. Gata6+ macrophages were present in human pericardial fluid, supporting the notion that this reparative function is relevant in human disease. Our findings uncover an immune cardioprotective role for the pericardial tissue compartment and argue for the reevaluation of surgical procedures that remove the pericardium.


Subject(s)
Fibrosis/prevention & control , GATA6 Transcription Factor/metabolism , Heart/physiology , Macrophages/immunology , Myocardial Infarction/immunology , Myocardium/pathology , Pericardium/immunology , Animals , Cell Movement , Cells, Cultured , Humans , Mice , Mice, Inbred C57BL , Mice, Transgenic , Ventricular Remodeling
7.
Mol Cell ; 75(6): 1229-1242.e5, 2019 09 19.
Article in English | MEDLINE | ID: mdl-31377117

ABSTRACT

Interferon gamma (IFN-γ), critical for host defense and tumor surveillance, requires tight control of its expression. Multiple cis-regulatory elements exist around Ifng along with a non-coding transcript, Ifng-as1 (also termed NeST). Here, we describe two genetic models generated to dissect the molecular functions of this locus and its RNA product. DNA deletion within the Ifng-as1 locus disrupted chromatin organization of the extended Ifng locus, impaired Ifng response, and compromised host defense. Insertion of a polyA signal ablated the Ifng-as1 full-length transcript and impaired host defense, while allowing proper chromatin structure. Transient knockdown of Ifng-as1 also reduced IFN-γ production. In humans, discordant expression of IFNG and IFNG-AS1 was evident in memory T cells, with high expression of this long non-coding RNA (lncRNA) and low expression of the cytokine. These results establish Ifng-as1 as an important regulator of Ifng expression, as a DNA element and transcribed RNA, involved in dynamic and cell state-specific responses to infection.


Subject(s)
Gene Expression Regulation/immunology , Immunologic Memory , Infections/immunology , Interferon-gamma/immunology , RNA, Untranslated/immunology , T-Lymphocytes/immunology , Animals , Chromatin/genetics , Chromatin/immunology , Female , Gene Knockdown Techniques , Infections/genetics , Infections/pathology , Interferon-gamma/genetics , Mice , RNA, Untranslated/genetics , T-Lymphocytes/pathology
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.
Proc Natl Acad Sci U S A ; 120(40): e2306761120, 2023 10 03.
Article in English | MEDLINE | ID: mdl-37756335

ABSTRACT

Natural killer (NK) cells and type 1 innate lymphoid cells (ILC1) require signal transducer and activator of transcription 4 (STAT4) to elicit rapid effector responses and protect against pathogens. By combining genetic and transcriptomic approaches, we uncovered divergent roles for STAT4 in regulating effector differentiation of these functionally related cell types. Stat4 deletion in Ncr1-expressing cells led to impaired NK cell terminal differentiation as well as to an unexpected increased generation of cytotoxic ILC1 during intestinal inflammation. Mechanistically, Stat4-deficient ILC1 exhibited upregulation of gene modules regulated by STAT5 in vivo and an aberrant effector differentiation upon in vitro stimulation with IL-2, used as a prototypical STAT5 activator. Moreover, STAT4 expression in NCR+ innate lymphocytes restrained gut inflammation in the dextran sulfate sodium-induced colitis model limiting pathogenic production of IL-13 from adaptive CD4+ T cells in the large intestine. Collectively, our data shed light on shared and distinctive mechanisms of STAT4-regulated transcriptional control in NK cells and ILC1 required for intestinal inflammatory responses.


Subject(s)
Antineoplastic Agents , STAT5 Transcription Factor , Humans , Immunity, Innate , Cell Differentiation , Killer Cells, Natural , Inflammation , STAT4 Transcription Factor/genetics
10.
J Nutr ; 154(5): 1676-1685, 2024 May.
Article in English | MEDLINE | ID: mdl-38582388

ABSTRACT

BACKGROUND: Matrix effects are a known problem with immunoassays measuring serum 25-hydroxyvitamin D [25(OH)D]. OBJECTIVES: To determine if the inverse association between serum 25(OH)D and serum cholesterol concentrations is a function of assay method: Diasorin Liaison 25(OH) Vitamin D Total Assay (Liaison Total Assay), an immunoassay, compared with liquid chromatography tandem mass spectrometry (LC-MS/MS). METHODS: Canadian Health Measures Survey data and biobank serum (White males aged 20-79 y, n = 392) were evaluated for bias in serum 25(OH)D using Bland-Altman plots. Differences in serum 25(OH)D (Liaison Total Assay - LC-MS/MS) were compared among non-HDL-cholesterol <4.2 (n = 295) compared with ≥4.2 (n = 97) mmol/L and total cholesterol groups <5.2 (n = 256) compared with ≥5.2 (n = 136) mmol/L, and associations tested between 25(OH)D and non-HDL-cholesterol or total cholesterol concentrations, using regression. RESULTS: Serum 25(OH)D measured using Liaison Total Assay ranged from 10.7 to 137.0 nmol/L and 14.4 to 137.9 nmol/L by LC-MS/MS. Liaison Total Assay - LC-MS/MS showed a negative bias of 5.5 (95% limits of agreement -23.8, 12.7) nmol/L. Differences in 25(OH)D were -4.0 ± 9.0 (±SD) nmol/L if non-HDL-cholesterol was <4.2 mmol/L and -10.2 ± 8.7 nmol/L if ≥4.2 mmol/L (P < 0.0001). Differences in 25(OH)D, if total cholesterol was <5.2 mmol/L, were -3.4 ± 8.6 nmol/L and -9.6 ± 9.3 nmol/L if ≥5.2 mmol/L (P < 0.0001). Serum non-HDL-cholesterol (beta -3.17, P = 0.0014) and total cholesterol (beta -2.77, P = 0.0046) were inversely associated with Liaison Total Assay 25(OH)D (adjusted for age, fasting, and body mass index), but not with LC-MS/MS measured 25(OH)D. Interference by these lipoproteins was not eliminated by standardization of the Liaison Total Assay. Similar associations were observed with triglycerides as for the lipoproteins. CONCLUSIONS: Total cholesterol inversely associates with 25(OH)D, which is likely due to elevated non-HDL-cholesterol lipoprotein or triglyceride interference with the Liaison Total Assay. This is important as elevated cholesterol is common, and an underestimation of vitamin D status could be an unnecessary cause for concern.


Subject(s)
Cholesterol , Tandem Mass Spectrometry , Vitamin D , Humans , Male , Middle Aged , Vitamin D/blood , Vitamin D/analogs & derivatives , Adult , Canada , Aged , Cholesterol/blood , Young Adult , Chromatography, Liquid , Immunoassay , Health Surveys , Biological Specimen Banks , Nutritional Status , Vitamin D Deficiency/blood , Vitamin D Deficiency/epidemiology
11.
Immunity ; 42(5): 877-89, 2015 May 19.
Article in English | MEDLINE | ID: mdl-25992861

ABSTRACT

Interleukin-6 (IL-6) and IL-27 signal through a shared receptor subunit and employ the same downstream STAT transcription proteins, but yet are ascribed unique and overlapping functions. To evaluate the specificity and redundancy for these cytokines, we quantified their global transcriptomic changes and determined the relative contributions of STAT1 and STAT3 using genetic models and chromatin immunoprecipitation-sequencing (ChIP-seq) approaches. We found an extensive overlap of the transcriptomes induced by IL-6 and IL-27 and few examples in which the cytokines acted in opposition. Using STAT-deficient cells and T cells from patients with gain-of-function STAT1 mutations, we demonstrated that STAT3 is responsible for the overall transcriptional output driven by both cytokines, whereas STAT1 is the principal driver of specificity. STAT1 cannot compensate in the absence of STAT3 and, in fact, much of STAT1 binding to chromatin is STAT3 dependent. Thus, STAT1 shapes the specific cytokine signature superimposed upon STAT3's action.


Subject(s)
Chromatin/metabolism , Cytokines/metabolism , Gene Expression Regulation/immunology , Models, Immunological , STAT Transcription Factors/metabolism , Animals , CD4-Positive T-Lymphocytes/immunology , Cells, Cultured , Chromatin/chemistry , Humans , Immunoblotting , Mice , Mice, Inbred C57BL , Mutation , STAT1 Transcription Factor/chemistry , STAT1 Transcription Factor/genetics , STAT1 Transcription Factor/metabolism , STAT3 Transcription Factor/metabolism , Transcriptome
12.
J Immunol ; 209(4): 772-782, 2022 08 15.
Article in English | MEDLINE | ID: mdl-35858733

ABSTRACT

Neutrophils are the most abundant leukocytes in human blood and are essential components of innate immunity. Until recently, neutrophils were considered homogeneous and transcriptionally inactive cells, but both concepts are being challenged. Single-cell RNA sequencing (scRNA-seq) offers an unbiased view of cells along a continuum of transcriptional states. However, the use of scRNA-seq to characterize neutrophils has proven technically difficult, explaining in part the paucity of published single-cell data on neutrophils. We have found that modifications to the data analysis pipeline, rather than to the existing scRNA-seq chemistries, can significantly increase the detection of human neutrophils in scRNA-seq. We have then applied a modified pipeline to the study of human peripheral blood neutrophils. Our findings indicate that circulating human neutrophils are transcriptionally heterogeneous cells, which can be classified into one of four transcriptional clusters that are reproducible among healthy human subjects. We demonstrate that peripheral blood neutrophils shift from relatively immature (Nh0) cells, through a transitional phenotype (Nh1), into one of two end points defined by either relative transcriptional inactivity (Nh2) or high expression of type I IFN-inducible genes (Nh3). Transitions among states are characterized by the expression of specific transcription factors. By simultaneously measuring surface proteins and intracellular transcripts at the single-cell level, we show that these transcriptional subsets are independent of the canonical surface proteins that are commonly used to define and characterize human neutrophils. These findings provide a new view of human neutrophil heterogeneity, with potential implications for the characterization of neutrophils in health and disease.


Subject(s)
Neutrophils , Single-Cell Analysis , Humans , Sequence Analysis, RNA , Data Analysis , Membrane Proteins
13.
N Engl J Med ; 383(27): 2628-2638, 2020 12 31.
Article in English | MEDLINE | ID: mdl-33108101

ABSTRACT

BACKGROUND: Adult-onset inflammatory syndromes often manifest with overlapping clinical features. Variants in ubiquitin-related genes, previously implicated in autoinflammatory disease, may define new disorders. METHODS: We analyzed peripheral-blood exome sequence data independent of clinical phenotype and inheritance pattern to identify deleterious mutations in ubiquitin-related genes. Sanger sequencing, immunoblotting, immunohistochemical testing, flow cytometry, and transcriptome and cytokine profiling were performed. CRISPR-Cas9-edited zebrafish were used as an in vivo model to assess gene function. RESULTS: We identified 25 men with somatic mutations affecting methionine-41 (p.Met41) in UBA1, the major E1 enzyme that initiates ubiquitylation. (The gene UBA1 lies on the X chromosome.) In such patients, an often fatal, treatment-refractory inflammatory syndrome develops in late adulthood, with fevers, cytopenias, characteristic vacuoles in myeloid and erythroid precursor cells, dysplastic bone marrow, neutrophilic cutaneous and pulmonary inflammation, chondritis, and vasculitis. Most of these 25 patients met clinical criteria for an inflammatory syndrome (relapsing polychondritis, Sweet's syndrome, polyarteritis nodosa, or giant-cell arteritis) or a hematologic condition (myelodysplastic syndrome or multiple myeloma) or both. Mutations were found in more than half the hematopoietic stem cells, including peripheral-blood myeloid cells but not lymphocytes or fibroblasts. Mutations affecting p.Met41 resulted in loss of the canonical cytoplasmic isoform of UBA1 and in expression of a novel, catalytically impaired isoform initiated at p.Met67. Mutant peripheral-blood cells showed decreased ubiquitylation and activated innate immune pathways. Knockout of the cytoplasmic UBA1 isoform homologue in zebrafish caused systemic inflammation. CONCLUSIONS: Using a genotype-driven approach, we identified a disorder that connects seemingly unrelated adult-onset inflammatory syndromes. We named this disorder the VEXAS (vacuoles, E1 enzyme, X-linked, autoinflammatory, somatic) syndrome. (Funded by the NIH Intramural Research Programs and the EU Horizon 2020 Research and Innovation Program.).


Subject(s)
Autoimmune Diseases/genetics , Genetic Diseases, X-Linked/genetics , Inflammation/genetics , Mutation, Missense , Ubiquitin-Activating Enzymes/genetics , Age of Onset , Aged , Aged, 80 and over , Cytokines/blood , Exome/genetics , Genotype , Giant Cell Arteritis/genetics , Humans , Immunoblotting , Male , Middle Aged , Multiple Myeloma/genetics , Myelodysplastic Syndromes/genetics , Polyarteritis Nodosa/genetics , Polychondritis, Relapsing/genetics , Sequence Analysis, DNA , Sweet Syndrome/genetics , Syndrome
14.
Exp Eye Res ; 227: 109353, 2023 02.
Article in English | MEDLINE | ID: mdl-36539051

ABSTRACT

In this paper, we use RNAseq to identify senescence and phagocytosis as key factors to understanding how mitomyin C (MMC) stimulates regenerative wound repair. We use conditioned media (CM) from untreated (CMC) and MMC treated (CMM) human and mouse corneal epithelial cells to show that corneal epithelial cells indirectly exposed to MMC secrete elevated levels of immunomodulatory proteins including IL-1α and TGFß1 compared to cells exposed to CMC. These factors increase epithelial and macrophage phagocytosis and promote ECM turnover. IL-1α supplementation can increase phagocytosis in control epithelial cells and attenuate TGFß1 induced αSMA expression by corneal fibroblasts. Yet, we show that epithelial cell CM contains factors besides IL-1α that regulate phagocytosis and αSMA expression by fibroblasts. Exposure to CMM also impacts the activation of bone marrow derived dendritic cells and their ability to present antigen. These in vitro studies show how a brief exposure to MMC induces corneal epithelial cells to release proteins and other factors that function in a paracrine way to enhance debris removal and enlist resident epithelial and immune cells as well as stromal fibroblasts to support regenerative and not fibrotic wound healing.


Subject(s)
Mitomycin , Paracrine Communication , Humans , Animals , Mice , Mitomycin/pharmacology , Cells, Cultured , Fibroblasts/metabolism , Wound Healing , Epithelial Cells/metabolism
15.
PLoS Comput Biol ; 18(7): e1010108, 2022 07.
Article in English | MEDLINE | ID: mdl-35793382

ABSTRACT

Determining associations between intestinal bacteria and continuously measured physiological outcomes is important for understanding the bacteria-host relationship but is not straightforward since abundance data (compositional data) are not normally distributed. To address this issue, we developed a fully Bayesian linear regression model (BRACoD; Bayesian Regression Analysis of Compositional Data) with physiological measurements (continuous data) as a function of a matrix of relative bacterial abundances. Bacteria can be classified as operational taxonomic units or by taxonomy (genus, family, etc.). Bacteria associated with the physiological measurement were identified using a Bayesian variable selection method: Stochastic Search Variable Selection. The output is a list of inclusion probabilities ([Formula: see text]) and coefficients that indicate the strength of the association ([Formula: see text]) for each bacterial taxa. Tests with simulated communities showed that adopting a cut point value of [Formula: see text] ≥ 0.3 for identifying included bacteria optimized the true positive rate (TPR) while maintaining a false positive rate (FPR) of ≤ 5%. At this point, the chances of identifying non-contributing bacteria were low and all well-established contributors were included. Comparison with other methods showed that BRACoD (at [Formula: see text] ≥ 0.3) had higher precision and a higher TPR than a commonly used center log transformed LASSO procedure (clr-LASSO) as well as higher TPR than an off-the-shelf Spike and Slab method after center log transformation (clr-SS). BRACoD was also less likely to include non-contributing bacteria that merely correlate with contributing bacteria. Analysis of a rat microbiome experiment identified 47 operational taxonomic units that contributed to fecal butyrate levels. Of these, 31 were positively and 16 negatively associated with butyrate. Consistent with their known role in butyrate metabolism, most of these fell within the Lachnospiraceae and Ruminococcaceae. We conclude that BRACoD provides a more precise and accurate method for determining bacteria associated with a continuous physiological outcome compared to clr-LASSO. It is more sensitive than a generalized clr-SS algorithm, although it has a higher FPR. Its ability to distinguish genuine contributors from correlated bacteria makes it better suited to discriminating bacteria that directly contribute to an outcome. The algorithm corrects for the distortions arising from compositional data making it appropriate for analysis of microbiome data.


Subject(s)
Bacteria , Microbiota , Animals , Bayes Theorem , Butyrates , Clostridiales , Linear Models , Rats
16.
Glob Chang Biol ; 26(3): 1155-1169, 2020 03.
Article in English | MEDLINE | ID: mdl-31596997

ABSTRACT

Anthropogenic activities have led to a global decline in biodiversity, and monitoring studies indicate that both insect communities and wetland ecosystems are particularly affected. However, there is a need for long-term data (over centennial or millennial timescales) to better understand natural community dynamics and the processes that govern the observed trends. Chironomids (Insecta: Diptera: Chironomidae) are often the most abundant insects in lake ecosystems, sensitive to environmental change, and, because their larval exoskeleton head capsules preserve well in lake sediments, they provide a unique record of insect community dynamics through time. Here, we provide the results of a metadata analysis of chironomid diversity across a range of spatial and temporal scales. First, we analyse spatial trends in chironomid diversity using Northern Hemispheric data sets overall consisting of 837 lakes. Our results indicate that in most of our data sets, summer temperature (Tjul ) is strongly associated with spatial trends in modern-day chironomid diversity. We observe a strong increase in chironomid alpha diversity with increasing Tjul in regions with present-day Tjul between 2.5 and 14°C. In some areas with Tjul  > 14°C, chironomid diversity stabilizes or declines. Second, we demonstrate that the direction and amplitude of change in alpha diversity in a compilation of subfossil chironomid records spanning the last glacial-interglacial transition (~15,000-11,000 years ago) are similar to those observed in our modern data. A compilation of Holocene records shows that during phases when the amplitude of temperature change was small, site-specific factors had a greater influence on the chironomid fauna obscuring the chironomid diversity-temperature relationship. Our results imply expected overall chironomid diversity increases in colder regions such as the Arctic under sustained global warming, but with complex and not necessarily predictable responses for individual sites.


Subject(s)
Chironomidae , Animals , Arctic Regions , Ecosystem , Insecta , Temperature
17.
Ecol Lett ; 21(6): 814-825, 2018 06.
Article in English | MEDLINE | ID: mdl-29601664

ABSTRACT

Plants and animals influence biomass production and nutrient cycling in terrestrial ecosystems; however, their relative importance remains unclear. We assessed the extent to which mega-herbivore species controlled plant community composition and nutrient cycling, relative to other factors during and after the Late Quaternary extinction event in Britain and Ireland, when two-thirds of the region's mega-herbivore species went extinct. Warmer temperatures, plant-soil and plant-plant interactions, and reduced burning contributed to the expansion of woody plants and declining nitrogen availability in our five study ecosystems. Shrub biomass was consistently one of the strongest predictors of ecosystem change, equalling or exceeding the effects of other biotic and abiotic factors. In contrast, there was relatively little evidence for mega-herbivore control on plant community composition and nitrogen availability. The ability of plants to determine the fate of terrestrial ecosystems during periods of global environmental change may therefore be greater than previously thought.


Subject(s)
Ecosystem , Plants , Animals , Biomass , Herbivory , Ireland , Nitrogen , Soil
18.
Ann Rheum Dis ; 77(4): 612-619, 2018 04.
Article in English | MEDLINE | ID: mdl-29358286

ABSTRACT

OBJECTIVES: To characterise the clinical features, immune manifestations and molecular mechanisms in a recently described autoinflammatory disease caused by mutations in TRNT1, a tRNA processing enzyme, and to explore the use of cytokine inhibitors in suppressing the inflammatory phenotype. METHODS: We studied nine patients with biallelic mutations in TRNT1 and the syndrome of congenital sideroblastic anaemia with immunodeficiency, fevers and developmental delay (SIFD). Genetic studies included whole exome sequencing (WES) and candidate gene screening. Patients' primary cells were used for deep RNA and tRNA sequencing, cytokine profiling, immunophenotyping, immunoblotting and electron microscopy (EM). RESULTS: We identified eight mutations in these nine patients, three of which have not been previously associated with SIFD. Three patients died in early childhood. Inflammatory cytokines, mainly interleukin (IL)-6, interferon gamma (IFN-γ) and IFN-induced cytokines were elevated in the serum, whereas tumour necrosis factor (TNF) and IL-1ß were present in tissue biopsies of patients with active inflammatory disease. Deep tRNA sequencing of patients' fibroblasts showed significant deficiency of mature cytosolic tRNAs. EM of bone marrow and skin biopsy samples revealed striking abnormalities across all cell types and a mix of necrotic and normal-appearing cells. By immunoprecipitation, we found evidence for dysregulation in protein clearance pathways. In 4/4 patients, treatment with a TNF inhibitor suppressed inflammation, reduced the need for blood transfusions and improved growth. CONCLUSIONS: Mutations of TRNT1 lead to a severe and often fatal syndrome, linking protein homeostasis and autoinflammation. Molecular diagnosis in early life will be crucial for initiating anti-TNF therapy, which might prevent some of the severe disease consequences.


Subject(s)
Anemia, Sideroblastic/genetics , Anti-Inflammatory Agents/therapeutic use , Genetic Diseases, X-Linked/genetics , Immunologic Deficiency Syndromes/genetics , Mutation , Nucleotidyltransferases/genetics , RNA, Transfer/genetics , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Adult , Anemia, Sideroblastic/blood , Child , Child, Preschool , Cytokines/blood , Cytokines/genetics , Developmental Disabilities/genetics , Female , Genetic Diseases, X-Linked/blood , Humans , Immunophenotyping , Male , Pedigree , Phenotype , Tumor Necrosis Factor-alpha/analysis , Exome Sequencing
19.
Exp Dermatol ; 27(3): 289-292, 2018 03.
Article in English | MEDLINE | ID: mdl-29380438

ABSTRACT

Dlx4 is a member of a family of homeobox genes with homology to Drosophila distal-less (dll) gene. We show that Dlx4 expression pattern partially overlaps with its cis-linked gene Dlx3 during mouse development as well as in neonatal and adult skin. In mice, Dlx4 is expressed in the branchial arches, embryonic limbs, digits, nose, hair follicle and in the basal and suprabasal layers of mouse interfollicular epidermis. We show that inactivation of Dlx4 in mice did not result in any overtly gross pathology. Skin development, homeostasis and response to TPA treatment were similar in mice with loss of Dlx4 compared to wild-type counterparts.


Subject(s)
Epidermis/physiology , Homeodomain Proteins/genetics , Homeostasis/genetics , Skin Physiological Phenomena/genetics , Transcription Factors/genetics , Animals , Cell Differentiation , Epidermis/drug effects , Epidermis/growth & development , Keratinocytes/physiology , Mice , Mice, Knockout , Tetradecanoylphorbol Acetate/pharmacology , Transcriptome/genetics
20.
Hepatol Res ; 48(13): 1172-1177, 2018 Dec.
Article in English | MEDLINE | ID: mdl-29981262

ABSTRACT

AIM: Sustained suppression of hepatitis B surface antigen (HBsAg) production after interferon (IFN) treatment has not been reported for children with genotype C chronic hepatitis B virus (HBV) infection, which is prevalent in Asia. Among children with hepatitis B envelope antigen-positive genotype C chronic HBV infection, we compared the efficacy of combination therapy with nucleotide analogues and IFN-α in 11 children with 12 historical cases treated with IFN monotherapy. METHODS: The combination of lamivudine and conventional IFN-α was introduced for the first three patients; the other eight patients were treated with entecavir and pegylated IFN. RESULTS: Demographic factors as well as baseline HBsAg titers and HBV-DNA levels were similar between the two groups. In the combination therapy group, viral loads were suppressed in 9/11 to below 4.0 log copies/mL both at the end of the therapy (EOT) and at 6 months after EOT. In contrast, in the IFN monotherapy group, suppression of viral loads was observed in 2/12 and 3/12 at EOT and at 6 months after EOT, respectively. In the combination therapy group, HBsAg titers dropped from 4.03 at pretreatment to 2.91 log IU/mL at 6 months after EOT with 4/11 showing a drop to below 1000 IU/mL (one patient achieved HBsAg clearance). In contrast, the amount of HBsAg did not change during the corresponding periods in the IFN monotherapy group. CONCLUSIONS: Our preliminary results suggest that combination therapy might be effective in the suppression of HBsAg production as well as HBV-DNA production for children with genotype C chronic HBV infection.

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