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1.
Front Immunol ; 15: 1364036, 2024.
Article in English | MEDLINE | ID: mdl-38566989

ABSTRACT

Introduction: Prior to pregnancy, hormonal changes lead to cellular adaptations in the endometrium allowing for embryo implantation. Critical for successful pregnancy establishment, innate immune cells constitute a significant proportion of uterine cells prior to arrival of the embryo and throughout the first trimester in humans and animal models. Abnormal uterine immune cell function during implantation is believed to play a role in multiple adverse pregnancy outcomes. Current work in humans has focused on uterine immune cells present after pregnancy establishment, and limited in vitro models exist to explore unique functions of these cells. Methods: With single-cell RNA-sequencing (scRNAseq), we comprehensively compared the human uterine immune landscape of the endometrium during the window of implantation and the decidua during the first trimester of pregnancy. Results: We uncovered global and cell-type-specific gene signatures for each timepoint. Immune cells in the endometrium prior to implantation expressed genes associated with immune metabolism, division, and activation. In contrast, we observed widespread interferon signaling during the first trimester of pregnancy. We also provide evidence of specific inflammatory pathways enriched in pre- and post-implantation macrophages and natural killer (NK) cells in the uterine lining. Using our novel implantation-on-a-chip (IOC) to model human implantation ex vivo, we demonstrate for the first time that uterine macrophages strongly promote invasion of extravillous trophoblasts (EVTs), a process essential for pregnancy establishment. Pre- and post-implantation uterine macrophages promoted EVT invasion to a similar degree as pre- and post-implantation NK cells on the IOC. Conclusions: This work provides a foundation for further investigation of the individual roles of uterine immune cell subtypes present prior to embryo implantation and during early pregnancy, which will be critical for our understanding of pregnancy complications associated with abnormal trophoblast invasion and placentation.


Subject(s)
Decidua , Embryo Implantation , Pregnancy , Female , Animals , Humans , Decidua/metabolism , Uterus , Killer Cells, Natural , Macrophages
2.
bioRxiv ; 2023 Sep 02.
Article in English | MEDLINE | ID: mdl-37693628

ABSTRACT

Tropomyosins coat actin filaments and impact actin-related signaling and cell morphogenesis. Genome-wide association studies have linked Tropomyosin 1 (TPM1) with human blood trait variation. Prior work suggested that TPM1 regulated blood cell formation in vitro, but it was unclear how or when TPM1 affected hematopoiesis. Using gene-edited induced pluripotent stem cell (iPSC) model systems, TPM1 knockout was found to augment developmental cell state transitions, as well as TNFα and GTPase signaling pathways, to promote hemogenic endothelial (HE) cell specification and hematopoietic progenitor cell (HPC) production. Single-cell analyses showed decreased TPM1 expression during human HE specification, suggesting that TPM1 regulated in vivo hematopoiesis via similar mechanisms. Indeed, analyses of a TPM1 gene trap mouse model showed that TPM1 deficiency enhanced the formation of HE during embryogenesis. These findings illuminate novel effects of TPM1 on developmental hematopoiesis.

3.
Proc Natl Acad Sci U S A ; 120(26): e2221007120, 2023 06 27.
Article in English | MEDLINE | ID: mdl-37339207

ABSTRACT

The objective of this study is to examine IL-11-induced mechanisms of inflammatory cell migration to the central nervous system (CNS). We report that IL-11 is produced at highest frequency by myeloid cells among the peripheral blood mononuclear cell (PBMC) subsets. Patients with relapsing-remitting multiple sclerosis (RRMS) have an increased frequency of IL-11+ monocytes, IL-11+ and IL-11R+ CD4+ lymphocytes, and IL-11R+ neutrophils in comparison to matched healthy controls. IL-11+ and granulocyte-macrophage colony-stimulating factor (GM-CSF)+ monocytes, CD4+ lymphocytes, and neutrophils accumulate in the cerebrospinal fluid (CSF). The effect of IL-11 in-vitro stimulation, examined using single-cell RNA sequencing, revealed the highest number of differentially expressed genes in classical monocytes, including up-regulated NFKB1, NLRP3, and IL1B. All CD4+ cell subsets had increased expression of S100A8/9 alarmin genes involved in NLRP3 inflammasome activation. In IL-11R+-sorted cells from the CSF, classical and intermediate monocytes significantly up-regulated the expression of multiple NLRP3 inflammasome-related genes, including complement, IL18, and migratory genes (VEGFA/B) in comparison to blood-derived cells. Therapeutic targeting of this pathway with αIL-11 mAb in mice with RR experimental autoimmune encephalomyelitis (EAE) decreased clinical scores, CNS inflammatory infiltrates, and demyelination. αIL-11 mAb treatment decreased the numbers of NFκBp65+, NLRP3+, and IL-1ß+ monocytes in the CNS of mice with EAE. The results suggest that IL-11/IL-11R signaling in monocytes represents a therapeutic target in RRMS.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental , Inflammasomes , Animals , Mice , Inflammasomes/metabolism , Monocytes/metabolism , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Leukocytes, Mononuclear/metabolism , Interleukin-11/genetics , Interleukin-11/metabolism , Central Nervous System/metabolism , Cell Movement
4.
Sci Immunol ; 8(82): eade8162, 2023 04 14.
Article in English | MEDLINE | ID: mdl-37027481

ABSTRACT

The mechanisms by which FOXP3+ T follicular regulatory (Tfr) cells simultaneously steer antibody formation toward microbe or vaccine recognition and away from self-reactivity remain incompletely understood. To explore underappreciated heterogeneity in human Tfr cell development, function, and localization, we used paired TCRVA/TCRVB sequencing to distinguish tonsillar Tfr cells that are clonally related to natural regulatory T cells (nTfr) from those likely induced from T follicular helper (Tfh) cells (iTfr). The proteins iTfr and nTfr cells differentially expressed were used to pinpoint their in situ locations via multiplex microscopy and establish their divergent functional roles. In silico analyses and in vitro tonsil organoid tracking models corroborated the existence of separate Treg-to-nTfr and Tfh-to-iTfr developmental trajectories. Our results identify human iTfr cells as a distinct CD38+, germinal center-resident, Tfh-descended subset that gains suppressive function while retaining the capacity to help B cells, whereas CD38- nTfr cells are elite suppressors primarily localized in follicular mantles. Interventions differentially targeting specific Tfr cell subsets may provide therapeutic opportunities to boost immunity or more precisely treat autoimmune diseases.


Subject(s)
Germinal Center , T-Lymphocytes, Helper-Inducer , Humans , B-Lymphocytes , T-Lymphocytes, Regulatory , Clone Cells
5.
Genes (Basel) ; 14(1)2023 01 04.
Article in English | MEDLINE | ID: mdl-36672883

ABSTRACT

BACKGROUND: Peripheral blood mononuclear cells (PBMCs) are widely used as a model in the study of different human diseases. There is often a time delay from blood collection to PBMC isolation during the sampling process, which can result in an experimental bias, particularly when performing single cell RNA-seq (scRNAseq) studies. METHODS: This study examined the impact of different time periods from blood draw to PBMC isolation on the subsequent transcriptome profiling of different cell types in PBMCs by scRNAseq using the 10X Chromium Single Cell Gene Expression assay. RESULTS: Examining the five major cell types constituting the PBMC cell population, i.e., CD4+ T cells, CD8+ T cells, NK cells, monocytes, and B cells, both common changes and cell-type-specific changes were observed in the single cell transcriptome profiling over time. In particular, the upregulation of genes regulated by NF-kB in response to TNF was observed in all five cell types. Significant changes in key genes involved in AP-1 signaling were also observed. RBC contamination was a major issue in stored blood, whereas RBC adherence had no direct impact on the cell transcriptome. CONCLUSIONS: Significant transcriptome changes were observed across different PBMC cell types as a factor of time from blood draw to PBMC isolation and as a consequence of blood storage. This should be kept in mind when interpreting experimental results.


Subject(s)
Leukocytes, Mononuclear , Single-Cell Gene Expression Analysis , Humans , Leukocytes, Mononuclear/metabolism , Gene Expression Profiling , Transcriptome , Killer Cells, Natural
6.
Proc Natl Acad Sci U S A ; 119(14): e2111804119, 2022 04 05.
Article in English | MEDLINE | ID: mdl-35353625

ABSTRACT

The receptor for colony stimulating factor 1 (CSF-1R) is important for the survival and function of myeloid cells that mediate pathology during experimental autoimmune encephalomyelitis (EAE), an animal model of multiple sclerosis (MS). CSF-1 and IL-34, the ligands of CSF-1R, have similar bioactivities but distinct tissue and context-dependent expression patterns, suggesting that they have different roles. This could be the case in EAE, given that CSF-1 expression is up-regulated in the CNS, while IL-34 remains constitutively expressed. We found that targeting CSF-1 with neutralizing antibody halted ongoing EAE, with efficacy superior to CSF-1R inhibitor BLZ945, whereas IL-34 neutralization had no effect, suggesting that pathogenic myeloid cells were maintained by CSF-1. Both anti­CSF-1 and BLZ945 treatment greatly reduced the number of monocyte-derived cells and microglia in the CNS. However, anti­CSF-1 selectively depleted inflammatory microglia and monocytes in inflamed CNS areas, whereas BLZ945 depleted virtually all myeloid cells, including quiescent microglia, throughout the CNS. Anti­CSF-1 treatment reduced the size of demyelinated lesions and microglial activation in the gray matter. Lastly, we found that bone marrow­derived immune cells were the major mediators of CSF-1R­dependent pathology, while microglia played a lesser role. Our findings suggest that targeting CSF-1 could be effective in ameliorating MS pathology, while preserving the homeostatic functions of myeloid cells, thereby minimizing risks associated with ablation of CSF-1R­dependent cells.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental , Macrophage Colony-Stimulating Factor , Multiple Sclerosis , Animals , Benzothiazoles/pharmacology , Benzothiazoles/therapeutic use , Central Nervous System/immunology , Encephalomyelitis, Autoimmune, Experimental/drug therapy , Encephalomyelitis, Autoimmune, Experimental/immunology , Macrophage Colony-Stimulating Factor/antagonists & inhibitors , Macrophage Colony-Stimulating Factor/metabolism , Mice , Mice, Inbred C57BL , Multiple Sclerosis/drug therapy , Multiple Sclerosis/immunology , Myeloid Cells/drug effects , Myeloid Cells/metabolism , Picolinic Acids/pharmacology , Picolinic Acids/therapeutic use , Receptor, Macrophage Colony-Stimulating Factor/antagonists & inhibitors
7.
J Exp Med ; 218(7)2021 07 05.
Article in English | MEDLINE | ID: mdl-33951726

ABSTRACT

The pioneer transcription factor (TF) PU.1 controls hematopoietic cell fate by decompacting stem cell heterochromatin and allowing nonpioneer TFs to enter otherwise inaccessible genomic sites. PU.1 deficiency fatally arrests lymphopoiesis and myelopoiesis in mice, but human congenital PU.1 disorders have not previously been described. We studied six unrelated agammaglobulinemic patients, each harboring a heterozygous mutation (four de novo, two unphased) of SPI1, the gene encoding PU.1. Affected patients lacked circulating B cells and possessed few conventional dendritic cells. Introducing disease-similar SPI1 mutations into human hematopoietic stem and progenitor cells impaired early in vitro B cell and myeloid cell differentiation. Patient SPI1 mutations encoded destabilized PU.1 proteins unable to nuclear localize or bind target DNA. In PU.1-haploinsufficient pro-B cell lines, euchromatin was less accessible to nonpioneer TFs critical for B cell development, and gene expression patterns associated with the pro- to pre-B cell transition were undermined. Our findings molecularly describe a novel form of agammaglobulinemia and underscore PU.1's critical, dose-dependent role as a hematopoietic euchromatin gatekeeper.


Subject(s)
Agammaglobulinemia/genetics , Chromatin/genetics , Proto-Oncogene Proteins/genetics , Trans-Activators/genetics , Adolescent , Adult , B-Lymphocytes/physiology , Cell Differentiation/genetics , Cell Line , Child , Child, Preschool , Dendritic Cells/physiology , Female , Gene Expression Regulation, Developmental/genetics , HEK293 Cells , Hematopoiesis/genetics , Hematopoietic Stem Cells/physiology , Humans , Infant , Lymphopoiesis/genetics , Male , Mutation/genetics , Precursor Cells, B-Lymphoid/physiology , Stem Cells/physiology , Young Adult
8.
Blood ; 137(19): 2662-2675, 2021 05 13.
Article in English | MEDLINE | ID: mdl-33569577

ABSTRACT

Patients with familial platelet disorder with a predisposition to myeloid malignancy (FPDMM) harbor germline monoallelic mutations in a key hematopoietic transcription factor, RUNX-1. Previous studies of FPDMM have focused on megakaryocyte (Mk) differentiation and platelet production and signaling. However, the effects of RUNX-1 haploinsufficiency on hematopoietic progenitor cells (HPCs) and subsequent megakaryopoiesis remains incomplete. We studied induced pluripotent stem cell (iPSC)-derived HPCs (iHPCs) and Mks (iMks) from both patient-derived lines and a wild-type (WT) line modified to be RUNX-1 haploinsufficient (RUNX-1+/-), each compared with their isogenic WT control. All RUNX-1+/- lines showed decreased iMk yield and depletion of an Mk-biased iHPC subpopulation. To investigate global and local gene expression changes underlying this iHPC shift, single-cell RNA sequencing was performed on sorted FPDMM and control iHPCs. We defined several cell subpopulations in the Mk-biased iHPCs. Analyses of gene sets upregulated in FPDMM iHPCs indicated enrichment for response to stress, regulation of signal transduction, and immune signaling-related gene sets. Immunoblot analyses in FPDMM iMks were consistent with these findings, but also identified augmented baseline c-Jun N-terminal kinase (JNK) phosphorylation, known to be activated by transforming growth factor-ß1 (TGF-ß1) and cellular stressors. These findings were confirmed in adult human CD34+-derived stem and progenitor cells (HSPCs) transduced with lentiviral RUNX1 short hairpin RNA to mimic RUNX-1+/-. In both iHPCs and CD34+-derived HSPCs, targeted inhibitors of JNK and TGF-ß1 pathways corrected the megakaryopoietic defect. We propose that such intervention may correct the thrombocytopenia in patients with FPDMM.


Subject(s)
Core Binding Factor Alpha 2 Subunit/deficiency , Hematopoietic Stem Cells/pathology , Megakaryocytes/pathology , Neoplastic Syndromes, Hereditary/pathology , Adult , Base Sequence , Core Binding Factor Alpha 2 Subunit/genetics , Flow Cytometry , Haploinsufficiency , Humans , Immunophenotyping , Induced Pluripotent Stem Cells/cytology , MAP Kinase Signaling System , Neoplastic Syndromes, Hereditary/genetics , Platelet Glycoprotein GPIb-IX Complex/analysis , RNA, Small Interfering/genetics , Recombinant Proteins/metabolism , Signal Transduction , Single-Cell Analysis , Thrombopoiesis , Transforming Growth Factor beta1/physiology
9.
Sci Immunol ; 5(52)2020 Oct 23.
Article in English | MEDLINE | ID: mdl-33097590

ABSTRACT

Elevation of granulocyte-macrophage colony-stimulating factor (GM-CSF)­producing T helper (TH) cells has been associated with several autoimmune diseases, suggesting a potential role in the pathogenesis of autoimmunity. However, the identity of GM-CSF­producing TH cells has not been closely examined. Using single-cell RNA sequencing and high-dimensional single-cell mass cytometry, we identified eight populations of antigen-experienced CD45RA−CD4+ T cells in blood of healthy individuals including a population of GM-CSF­producing cells, known as THGM, that lacked expression of signature transcription factors and cytokines of established TH lineages. Using GM-CSF-reporter/fate reporter mice, we show that THGM cells are present in the periphery and central nervous system in a mouse model of experimental autoimmune encephalomyelitis. In addition to GM-CSF, human and mouse THGM cells also expressed IL-2, tumor necrosis factor (TNF), IL-3, and CCL20. THGM cells maintained their phenotype through several cycles of activation but up-regulated expression of T-bet and interferon-γ (IFN-γ) upon exposure to IL-12 in vitro and in the central nervous system of mice with autoimmune neuroinflammation. Although T-bet was not required for the development of THGM cells, it was essential for their encephalitogenicity. These findings demonstrate that THGM cells constitute a distinct population of TH cells with lineage characteristics that are poised to adopt a TH1 phenotype and promote neuroinflammation.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental/immunology , Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Multiple Sclerosis/immunology , T-Box Domain Proteins/metabolism , Th1 Cells/immunology , Animals , Cell Lineage/genetics , Cell Lineage/immunology , Encephalomyelitis, Autoimmune, Experimental/genetics , Encephalomyelitis, Autoimmune, Experimental/pathology , Female , Gene Expression Regulation/immunology , Healthy Volunteers , Humans , Male , Mice , Mice, Transgenic , Multiple Sclerosis/genetics , Multiple Sclerosis/pathology , RNA-Seq , Single-Cell Analysis , Th1 Cells/metabolism
10.
PLoS One ; 15(9): e0239625, 2020.
Article in English | MEDLINE | ID: mdl-32966340

ABSTRACT

During alcohol consumption, the esophageal mucosa is directly exposed to high concentrations of ethanol (EtOH). We therefore investigated the response of normal human esophageal epithelial cell lines EPC1, EPC2 and EPC3 to acute EtOH exposure. While these cells were able to tolerate 2% EtOH for 8 h in both three-dimensional organoids and monolayer culture conditions, RNA sequencing suggested that EtOH induced mitochondrial dysfunction. With EtOH treatment, EPC1 and EPC2 cells also demonstrated decreased mitochondrial ATPB protein expression by immunofluorescence and swollen mitochondria lacking intact cristae by transmission electron microscopy. Mitochondrial membrane potential (ΔΨm) was decreased in a subset of EPC1 and EPC2 cells stained with ΔΨm-sensitive dye MitoTracker Deep Red. In EPC2, EtOH decreased ATP level while impairing mitochondrial respiration and electron transportation chain functions, as determined by ATP fluorometric assay, respirometry, and liquid chromatography-mass spectrometry. Additionally, EPC2 cells demonstrated enhanced oxidative stress by flow cytometry for mitochondrial superoxide (MitoSOX), which was antagonized by the mitochondria-specific antioxidant MitoCP. Concurrently, EPC1 and EPC2 cells underwent autophagy following EtOH exposure, as evidenced by flow cytometry for Cyto-ID, which detects autophagic vesicles, and immunoblots demonstrating induction of the lipidated and cleaved form of LC3B and downregulation of SQSTM1/p62. In EPC1 and EPC2, pharmacological inhibition of autophagy flux by chloroquine increased mitochondrial oxidative stress while decreasing cell viability. In EPC2, autophagy induction was coupled with phosphorylation of AMP activated protein kinase (AMPK), a cellular energy sensor responding to low ATP levels, and dephosphorylation of downstream substrates of mechanistic Target of Rapamycin Complex (mTORC)-1 signaling. Pharmacological AMPK activation by AICAR decreased EtOH-induced reduction of ΔΨm and ATP in EPC2. Taken together, acute EtOH exposure leads to mitochondrial dysfunction and oxidative stress in esophageal keratinocytes, where the AMPK-mTORC1 axis may serve as a regulatory mechanism to activate autophagy to provide cytoprotection against EtOH-induced cell injury.


Subject(s)
Autophagy , Esophagus/cytology , Keratinocytes/metabolism , Mitochondria/metabolism , Oxidative Stress , AMP-Activated Protein Kinase Kinases , Animals , Cell Line , Cells, Cultured , Ethanol/pharmacology , Female , Keratinocytes/drug effects , Male , Membrane Potential, Mitochondrial , Mice , Mice, Inbred C57BL , Microtubule-Associated Proteins/genetics , Microtubule-Associated Proteins/metabolism , Protein Kinases/genetics , Protein Kinases/metabolism , Repressor Proteins/genetics , Repressor Proteins/metabolism , Signal Transduction , TOR Serine-Threonine Kinases/genetics , TOR Serine-Threonine Kinases/metabolism
12.
Stem Cell Reports ; 14(4): 703-716, 2020 04 14.
Article in English | MEDLINE | ID: mdl-32220329

ABSTRACT

HIV-associated neurocognitive disorders (HAND) affect over half of HIV-infected individuals, despite antiretroviral therapy (ART). Therapeutically targetable mechanisms underlying HAND remain elusive, partly due to a lack of a representative model. We developed a human-induced pluripotent stem cell (hiPSC)-based model, independently differentiating hiPSCs into neurons, astrocytes, and microglia, and systematically combining to generate a tri-culture with or without HIV infection and ART. Single-cell RNA sequencing analysis on tri-cultures with HIV-infected microglia revealed inflammatory signatures in the microglia and EIF2 signaling in all three cell types. Treatment with the antiretroviral compound efavirenz (EFZ) mostly resolved these signatures. However, EFZ increased RhoGDI and CD40 signaling in the HIV-infected microglia. This activation was associated with a persistent increase in transforming growth factor α production by microglia. This work establishes a tri-culture that recapitulates key features of HIV infection in the CNS and provides a new model to examine the effects of infection, its treatment, and other co-morbid conditions.


Subject(s)
Eukaryotic Initiation Factor-2/metabolism , HIV Infections/metabolism , Induced Pluripotent Stem Cells/metabolism , Microglia/virology , Neurons/virology , Alkynes/pharmacology , Anti-HIV Agents/pharmacology , Antiretroviral Therapy, Highly Active , Astrocytes/metabolism , Astrocytes/virology , Benzoxazines/pharmacology , CD40 Antigens/metabolism , Cell Differentiation , Cells, Cultured , Cyclopropanes/pharmacology , Cytokines/metabolism , HIV Infections/complications , HIV Infections/virology , Humans , Induced Pluripotent Stem Cells/virology , Inflammation/metabolism , Inflammation/virology , Microglia/metabolism , Models, Biological , Neurons/metabolism , Signal Transduction , Single-Cell Analysis , Transforming Growth Factor alpha/metabolism , rho-Specific Guanine Nucleotide Dissociation Inhibitors/metabolism
13.
JCI Insight ; 5(4)2020 02 27.
Article in English | MEDLINE | ID: mdl-32017713

ABSTRACT

Decades ago, investigators reported that mice lacking DLX1 and DLX2, transcription factors expressed in the enteric nervous system (ENS), die with possible bowel motility problems. These problems were never fully elucidated. We found that mice lacking DLX1 and DLX2 (Dlx1/2-/- mice) had slower small bowel transit and reduced or absent neurally mediated contraction complexes. In contrast, small bowel motility seemed normal in adult mice lacking DLX1 (Dlx1-/-). Even with detailed anatomic studies, we found no defects in ENS precursor migration, or neuronal and glial density in Dlx1/2-/- or Dlx1-/- mice. However, RNA sequencing of Dlx1/2-/- ENS revealed dysregulation of many genes, including vasoactive intestinal peptide (Vip). Using immunohistochemistry and reporter mice, we then found that Dlx1/2-/- mice have reduced VIP expression and fewer VIP-lineage neurons in their ENS. Our study reveals what we believe is a novel connection between Dlx genes and Vip and highlights the observation that dangerous bowel motility problems can occur in the absence of easily identifiable ENS structural defects. These findings may be relevant for disorders like chronic intestinal pseudo-obstruction (CIPO) syndrome.


Subject(s)
Enteric Nervous System/physiopathology , Homeodomain Proteins/genetics , Transcription Factors/genetics , Animals , Gastrointestinal Motility/genetics , Genes, Lethal , Mice , Mice, Inbred C57BL , Mice, Knockout
14.
J Med Genet ; 55(12): 831-836, 2018 12.
Article in English | MEDLINE | ID: mdl-30266756

ABSTRACT

BACKGROUND: Genome-wide association studies (GWASs) have identified multiple susceptibility loci for migraine in European adults. However, no large-scale genetic studies have been performed in children or African Americans with migraine. METHODS: We conducted a GWAS of 380 African-American children and 2129 ancestry-matched controls to identify variants associated with migraine. We then attempted to replicate our primary analysis in an independent cohort of 233 African-American patients and 4038 non-migraine control subjects. RESULTS: The results of this study indicate that common variants at 5q33.1 associated with migraine risk in African-American children (rs72793414, p=1.94×10-9). The association was validated in an independent study (p=3.87×10-3) for an overall meta-analysis p value of 3.81×10-10. eQTL (Expression quantitative trait loci) analysis of the Genotype-Tissue Expression data also shows the genotypes of rs72793414 were strongly correlated with the mRNA expression levels of NMUR2 at 5q33.1. NMUR2 encodes a G protein-coupled receptor of neuromedin-U (NMU). NMU, a highly conserved neuropeptide, participates in diverse physiological processes of the central nervous system. CONCLUSIONS: This study provides new insights into the genetic basis of childhood migraine and allow for precision therapeutic development strategies targeting migraine patients of African-American ancestry.


Subject(s)
Black or African American/genetics , Chromosomes, Human, Pair 5 , Genetic Variation , Migraine Disorders/diagnosis , Migraine Disorders/genetics , Quantitative Trait Loci , Alleles , Child , Computational Biology/methods , Female , Gene Frequency , Genome-Wide Association Study , Genomics/methods , Genotype , Humans , Linkage Disequilibrium , Male , Migraine Disorders/epidemiology , Polymorphism, Single Nucleotide , United States/epidemiology
15.
Genome Med ; 7: 90, 2015 Oct 01.
Article in English | MEDLINE | ID: mdl-26423053

ABSTRACT

BACKGROUND: In addition to HLA genetic incompatibility, non-HLA difference between donor and recipients of transplantation leading to allograft rejection are now becoming evident. We aimed to create a unique genome-wide platform to facilitate genomic research studies in transplant-related studies. We designed a genome-wide genotyping tool based on the most recent human genomic reference datasets, and included customization for known and potentially relevant metabolic and pharmacological loci relevant to transplantation. METHODS: We describe here the design and implementation of a customized genome-wide genotyping array, the 'TxArray', comprising approximately 782,000 markers with tailored content for deeper capture of variants across HLA, KIR, pharmacogenomic, and metabolic loci important in transplantation. To test concordance and genotyping quality, we genotyped 85 HapMap samples on the array, including eight trios. RESULTS: We show low Mendelian error rates and high concordance rates for HapMap samples (average parent-parent-child heritability of 0.997, and concordance of 0.996). We performed genotype imputation across autosomal regions, masking directly genotyped SNPs to assess imputation accuracy and report an accuracy of >0.962 for directly genotyped SNPs. We demonstrate much higher capture of the natural killer cell immunoglobulin-like receptor (KIR) region versus comparable platforms. Overall, we show that the genotyping quality and coverage of the TxArray is very high when compared to reference samples and to other genome-wide genotyping platforms. CONCLUSIONS: We have designed a comprehensive genome-wide genotyping tool which enables accurate association testing and imputation of ungenotyped SNPs, facilitating powerful and cost-effective large-scale genotyping of transplant-related studies.


Subject(s)
Genome-Wide Association Study , Genotype , DNA Copy Number Variations , HLA Antigens/genetics , Humans , Polymorphism, Single Nucleotide , Receptors, KIR/genetics
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