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1.
Front Immunol ; 14: 1142634, 2023.
Article in English | MEDLINE | ID: mdl-37483601

ABSTRACT

Introduction: The majority of studies on oxidative phosphorylation in immune cells have been performed in mouse models, necessitating human translation. To understand the impact of oxidative phosphorylation (OXPHOS) deficiency on human immunity, we studied children with primary mitochondrial disease (MtD). Methods: scRNAseq analysis of peripheral blood mononuclear cells was performed on matched children with MtD (N = 4) and controls (N = 4). To define B cell function we performed phage display immunoprecipitation sequencing on a cohort of children with MtD (N = 19) and controls (N = 16). Results: Via scRNAseq, we found marked reductions in select populations involved in the humoral immune response, especially antigen presenting cells, B cell and plasma populations, with sparing of T cell populations. MTRNR2L8, a marker of bioenergetic stress, was significantly elevated in populations that were most depleted. mir4485, a miRNA contained in the intron of MTRNR2L8, was co-expressed. Knockdown studies of mir4485 demonstrated its role in promoting survival by modulating apoptosis. To determine the functional consequences of our findings on humoral immunity, we studied the antiviral antibody repertoire in children with MtD and controls using phage display and immunoprecipitation sequencing. Despite similar viral exposomes, MtD displayed antiviral antibodies with less robust fold changes and limited polyclonality. Discussion: Overall, we show that children with MtD display perturbations in the B cell repertoire which may impact humoral immunity and the ability to clear viral infections.


Subject(s)
Leukocytes, Mononuclear , Oxidative Phosphorylation , Mice , Animals , Child , Humans , Immunity, Humoral , B-Lymphocytes , Antiviral Agents
2.
Res Sq ; 2023 May 10.
Article in English | MEDLINE | ID: mdl-37215014

ABSTRACT

Modulation of metabolic flux through pyruvate dehydrogenase complex (PDC) plays an important role in T cell activation and differentiation. PDC sits at the transition between glycolysis and the tricarboxylic acid cycle and is a major producer of acetyl-CoA, marking it as a potential metabolic and epigenetic node To understand the role of pyruvate dehydrogenase complex in T cell differentiation, we generated mice deficient in T cell pyruvate dehydrogenase E1A (Pdha) subunit using a CD4-cre recombinase-based strategy. Herein, we show that genetic ablation of PDC activity in T cells (TPdh-/-) leads to marked perturbations in glycolysis, the tricarboxylic acid cycle, and OXPHOS. TPdh-/- T cells became dependent upon substrate level phosphorylation via glycolysis, secondary to depressed OXPHOS. Due to the block of PDC activity, histone acetylation was also reduced, including H3K27, a critical site for CD8+ TM differentiation. Transcriptional and functional profiling revealed abnormal CD8+ TM differentiation in vitro. Collectively, our data indicate that PDC integrates the metabolome and epigenome in CD8+ memory T cell differentiation. Targeting this metabolic and epigenetic node can have widespread ramifications on cellular function.

3.
Res Sq ; 2023 Jan 27.
Article in English | MEDLINE | ID: mdl-36789409

ABSTRACT

Background: Modulation of metabolic flux through pyruvate dehydrogenase complex (PDC) plays an important role in T cell activation and differentiation. PDC sits at the transition between glycolysis and the tricarboxylic acid cycle and is a major producer of acetyl-CoA, marking it as a potential metabolic and epigenetic node. Methods: To understand the role of pyruvate dehydrogenase complex in T cell differentiation, we generated mice deficient in T cell pyruvate dehydrogenase E1A (Pdha) subunit using a CD4-cre recombinase-based strategy. To control for the contribution of exogenous metabolites in vivo, we conducted our T cell functional studies in vitro. T cells were differentiated into memory and effector T cells using standardized protocols. Cells were analyzed using stable isotopic tracing studies, metabolomics, RNAseq, ATACseq, ChIPseq and histone proteomics. Results: Herein, we show that genetic ablation of PDC activity in T cells (TPdh-/-) leads to marked perturbations in glycolysis, the tricarboxylic acid cycle, and OXPHOS. Due to depressed OXPHOS, TPdh-/-T cells became dependent upon substrate level phosphorylation via glycolysis. Due to the block of PDC activity, histone acetylation was reduced, as were most other types of post translational modifications. Transcriptional and functional profiling revealed abnormal CD8+ memory T cell differentiation in vitro. Conclusions: Collectively, our data indicate that PDC integrates the metabolome and epigenome in memory T cell differentiation. Targeting this metabolic and epigenetic node can have widespread ramifications on cellular function.

4.
Mol Psychiatry ; 28(2): 792-800, 2023 02.
Article in English | MEDLINE | ID: mdl-36380233

ABSTRACT

Despite advances in identifying rare and common genetic variants conferring risk for ADHD, the lack of a transcriptomic understanding of cortico-striatal brain circuitry has stymied a molecular mechanistic understanding of this disorder. To address this gap, we mapped the transcriptome of the caudate nucleus and anterior cingulate cortex in post-mortem tissue from 60 individuals with and without ADHD. Significant differential expression of genes was found in the anterior cingulate cortex and, to a lesser extent, the caudate. Significant downregulation emerged of neurotransmitter gene pathways, particularly glutamatergic, in keeping with models that implicate these neurotransmitters in ADHD. Consistent with the genetic overlap between mental disorders, correlations were found between the cortico-striatal transcriptomic changes seen in ADHD and those seen in other neurodevelopmental and mood disorders. This transcriptomic evidence points to cortico-striatal neurotransmitter anomalies in the pathogenesis of ADHD, consistent with current models of the disorder.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Humans , Attention Deficit Disorder with Hyperactivity/metabolism , Transcriptome/genetics , Brain Mapping , Magnetic Resonance Imaging , Corpus Striatum/metabolism , Brain/metabolism
5.
Cell Genom ; 2(9)2022 Sep 14.
Article in English | MEDLINE | ID: mdl-36212030

ABSTRACT

Using adult zebrafish inner ears as a model for sensorineural regeneration, we ablated the mechanosensory receptors and characterized the single-cell epigenome and transcriptome at consecutive time points during hair cell regeneration. We utilized deep learning on the regeneration-induced open chromatin sequences and identified cell-specific transcription factor (TF) motif patterns. Enhancer activity correlated with gene expression and identified potential gene regulatory networks. A pattern of overlapping Sox- and Six-family TF gene expression and binding motifs was detected, suggesting a combinatorial program of TFs driving regeneration and cell identity. Pseudotime analysis of single-cell transcriptomic data suggested that support cells within the sensory epithelium changed cell identity to a "progenitor" cell population that could differentiate into hair cells. We identified a 2.6 kb DNA enhancer upstream of the sox2 promoter that, when deleted, showed a dominant phenotype that resulted in a hair-cell-regeneration-specific deficit in both the lateral line and adult inner ear.

6.
Biol Methods Protoc ; 5(1): bpz019, 2020.
Article in English | MEDLINE | ID: mdl-31984226

ABSTRACT

Single-cell RNA sequencing (scRNA-seq) of human primary tissues is a rapidly emerging tool for investigating human health and disease at the molecular level. However, optimal processing of solid tissues presents a number of technical and logistical challenges, especially for tissues that are only available at autopsy, which includes pancreatic islets, a tissue that is highly relevant to diabetes. To assess the possible effects of different sample preparation protocols on fresh islet samples, we performed a detailed comparison of scRNA-seq data generated with islets isolated from a human donor but processed according to four treatment strategies, including fixation and cryopreservation. We found significant and reproducible differences in the proportion of cell types identified, and more minor effects on cell-specific patterns of gene expression. Fresh islets from a second donor confirmed gene expression signatures of alpha and beta subclusters. These findings may well apply to other tissues, emphasizing the need for careful consideration when choosing processing methods, comparing results between different studies, and/or interpreting data in the context of multiple cell types from preserved tissue.

7.
Epigenetics Chromatin ; 12(1): 50, 2019 08 09.
Article in English | MEDLINE | ID: mdl-31399133

ABSTRACT

BACKGROUND: The MAPK/ERK signaling pathway is an essential regulator of numerous cell processes that are crucial for normal development as well as cancer progression. While much is known regarding MAPK/ERK signal conveyance from the cell membrane to the nucleus, the transcriptional and epigenetic mechanisms that govern gene expression downstream of MAPK signaling are not fully elucidated. RESULTS: This study employed an integrated epigenome analysis approach to interrogate the effects of MAPK/ERK pathway inhibition on the global transcriptome, the active chromatin landscape, and protein-DNA interactions in 501mel melanoma cells. Treatment of these cells with the small-molecule MEK inhibitor AZD6244 induces hyperpigmentation, widespread gene expression changes including alteration of genes linked to pigmentation, and extensive epigenomic reprogramming of transcriptionally distinct regulatory regions associated with the active chromatin mark H3K27ac. Regulatory regions with differentially acetylated H3K27ac regions following AZD6244 treatment are enriched in transcription factor binding motifs of ETV/ETS and ATF family members as well as the lineage-determining factors MITF and SOX10. H3K27ac-dense enhancer clusters known as super-enhancers show similar transcription factor motif enrichment, and furthermore, these super-enhancers are associated with genes encoding MITF, SOX10, and ETV/ETS proteins. Along with genome-wide resetting of the active enhancer landscape, MEK inhibition also results in widespread SOX10 recruitment throughout the genome, including increased SOX10 binding density at H3K27ac-marked enhancers. Importantly, these MEK inhibitor-responsive enhancers marked by H3K27ac and occupied by SOX10 are located near melanocyte lineage-specific and pigmentation genes and overlap numerous human SNPs associated with pigmentation and melanoma phenotypes, highlighting the variants located within these regions for prioritization in future studies. CONCLUSIONS: These results reveal the epigenetic reprogramming underlying the re-activation of melanocyte pigmentation and developmental transcriptional programs in 501mel cells in response to MEK inhibition and suggest extensive involvement of a MEK-SOX10 axis in the regulation of these processes. The dynamic chromatin changes identified here provide a rich genomic resource for further analyses of the molecular mechanisms governing the MAPK pathway in pigmentation- and melanocyte-associated diseases.


Subject(s)
Chromatin/metabolism , Proto-Oncogene Proteins B-raf/metabolism , SOXE Transcription Factors/metabolism , Benzimidazoles/pharmacology , Cell Line, Tumor , Chromatin Assembly and Disassembly , Gene Expression Regulation, Neoplastic/drug effects , Histone Code , Histones/metabolism , Humans , MAP Kinase Signaling System , Melanoma/metabolism , Melanoma/pathology , Microphthalmia-Associated Transcription Factor/genetics , Microphthalmia-Associated Transcription Factor/metabolism , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Mitogen-Activated Protein Kinase Kinases/metabolism , Mutation , Pigmentation/drug effects , Protein Binding , Proto-Oncogene Proteins B-raf/genetics , RNA Interference , RNA, Small Interfering/metabolism , SOXE Transcription Factors/antagonists & inhibitors , SOXE Transcription Factors/genetics
8.
Oncotarget ; 9(47): 28532-28546, 2018 Jun 19.
Article in English | MEDLINE | ID: mdl-29983878

ABSTRACT

In 2018, approximately 165,000 new prostate cancer (PC) cases will be diagnosed, and over 29,000 men will succumb to PC in the U.S. alone. The means of assessing outcome in the clinic are inaccurate, and there is a pressing need to more precisely identify men at risk of aggressive PC. We previously identified HIST1H1A as a susceptibility gene for aggressive PC. HIST1H1A encodes H1.1, a member of the linker histone family that is involved in chromatin organization and compaction. To understand the molecular basis of aggressive PC, we have characterized how germline variation modulates susceptibility to neuroendocrine differentiation, which is a form of aggressive PC. Immunohistochemistry studies revealed that HIST1H1A is over-expressed in normal human prostate tissue compared to prostate adenocarcinoma. Functional characterization of HIST1H1A in prostate LNCaP cells indicated that HIST1HA over-expression increased cell growth, as well as the expression of neuroendocrine and epithelial-to-mesenchymal markers in vitro. Assay for Transposase-Accessible Chromatin (ATAC-seq), which is used to assess chromatin compaction and thus the transcriptional availability of individual genomic regions, demonstrated that H1.1 plays a prominent role in modulating Wnt signaling pathway genes, which are implicated in prostate tumorigenesis. These results demonstrate that HIST1H1A is a modulator of aggressive PC susceptibility.

9.
BMC Genomics ; 19(1): 450, 2018 Jun 11.
Article in English | MEDLINE | ID: mdl-29890952

ABSTRACT

BACKGROUND: It is well known that development of prostate cancer (PC) can be attributed to somatic mutations of the genome, acquired within proto-oncogenes or tumor-suppressor genes. What is less well understood is how germline variation contributes to disease aggressiveness in PC patients. To map germline modifiers of aggressive neuroendocrine PC, we generated a genetically diverse F2 intercross population using the transgenic TRAMP mouse model and the wild-derived WSB/EiJ (WSB) strain. The relevance of germline modifiers of aggressive PC identified in these mice was extensively correlated in human PC datasets and functionally validated in cell lines. RESULTS: Aggressive PC traits were quantified in a population of 30 week old (TRAMP x WSB) F2 mice (n = 307). Correlation of germline genotype with aggressive disease phenotype revealed seven modifier loci that were significantly associated with aggressive disease. RNA-seq were analyzed using cis-eQTL and trait correlation analyses to identify candidate genes within each of these loci. Analysis of 92 (TRAMP x WSB) F2 prostates revealed 25 candidate genes that harbored both a significant cis-eQTL and mRNA expression correlations with an aggressive PC trait. We further delineated these candidate genes based on their clinical relevance, by interrogating human PC GWAS and PC tumor gene expression datasets. We identified four genes (CCDC115, DNAJC10, RNF149, and STYXL1), which encompassed all of the following characteristics: 1) one or more germline variants associated with aggressive PC traits; 2) differential mRNA levels associated with aggressive PC traits; and 3) differential mRNA expression between normal and tumor tissue. Functional validation studies of these four genes using the human LNCaP prostate adenocarcinoma cell line revealed ectopic overexpression of CCDC115 can significantly impede cell growth in vitro and tumor growth in vivo. Furthermore, CCDC115 human prostate tumor expression was associated with better survival outcomes. CONCLUSION: We have demonstrated how modifier locus mapping in mouse models of PC, coupled with in silico analyses of human PC datasets, can reveal novel germline modifier genes of aggressive PC. We have also characterized CCDC115 as being associated with less aggressive PC in humans, placing it as a potential prognostic marker of aggressive PC.


Subject(s)
Nerve Tissue Proteins/genetics , Prostatic Neoplasms/genetics , Animals , Cell Line, Tumor , Chromosome Mapping , Crosses, Genetic , Gene Expression Profiling , Genes, Neoplasm , Genetic Loci , Genome-Wide Association Study , Humans , Male , Mice , Mice, Transgenic , Polymorphism, Single Nucleotide , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Quantitative Trait Loci , RNA, Messenger/metabolism , Sequence Analysis, RNA , Tumor Burden
10.
PLoS Biol ; 16(5): e2003648, 2018 05.
Article in English | MEDLINE | ID: mdl-29723194

ABSTRACT

Melanocyte stem cells (McSCs) and mouse models of hair graying serve as useful systems to uncover mechanisms involved in stem cell self-renewal and the maintenance of regenerating tissues. Interested in assessing genetic variants that influence McSC maintenance, we found previously that heterozygosity for the melanogenesis associated transcription factor, Mitf, exacerbates McSC differentiation and hair graying in mice that are predisposed for this phenotype. Based on transcriptome and molecular analyses of Mitfmi-vga9/+ mice, we report a novel role for MITF in the regulation of systemic innate immune gene expression. We also demonstrate that the viral mimic poly(I:C) is sufficient to expose genetic susceptibility to hair graying. These observations point to a critical suppressor of innate immunity, the consequences of innate immune dysregulation on pigmentation, both of which may have implications in the autoimmune, depigmenting disease, vitiligo.


Subject(s)
Adult Stem Cells , Hair Color/immunology , Immunity, Innate , Melanocytes , Microphthalmia-Associated Transcription Factor/physiology , Animals , Female , Gene Expression Regulation , Genetic Predisposition to Disease , Hair Color/genetics , Interferon Type I/metabolism , Mice , Mice, Transgenic , Poly I-C
11.
PLoS Genet ; 13(3): e1006636, 2017 03.
Article in English | MEDLINE | ID: mdl-28249010

ABSTRACT

Mutations in the gene encoding transcription factor TFAP2A result in pigmentation anomalies in model organisms and premature hair graying in humans. However, the pleiotropic functions of TFAP2A and its redundantly-acting paralogs have made the precise contribution of TFAP2-type activity to melanocyte differentiation unclear. Defining this contribution may help to explain why TFAP2A expression is reduced in advanced-stage melanoma compared to benign nevi. To identify genes with TFAP2A-dependent expression in melanocytes, we profile zebrafish tissue and mouse melanocytes deficient in Tfap2a, and find that expression of a small subset of genes underlying pigmentation phenotypes is TFAP2A-dependent, including Dct, Mc1r, Mlph, and Pmel. We then conduct TFAP2A ChIP-seq in mouse and human melanocytes and find that a much larger subset of pigmentation genes is associated with active regulatory elements bound by TFAP2A. These elements are also frequently bound by MITF, which is considered the "master regulator" of melanocyte development. For example, the promoter of TRPM1 is bound by both TFAP2A and MITF, and we show that the activity of a minimal TRPM1 promoter is lost upon deletion of the TFAP2A binding sites. However, the expression of Trpm1 is not TFAP2A-dependent, implying that additional TFAP2 paralogs function redundantly to drive melanocyte differentiation, which is consistent with previous results from zebrafish. Paralogs Tfap2a and Tfap2b are both expressed in mouse melanocytes, and we show that mouse embryos with Wnt1-Cre-mediated deletion of Tfap2a and Tfap2b in the neural crest almost completely lack melanocytes but retain neural crest-derived sensory ganglia. These results suggest that TFAP2 paralogs, like MITF, are also necessary for induction of the melanocyte lineage. Finally, we observe a genetic interaction between tfap2a and mitfa in zebrafish, but find that artificially elevating expression of tfap2a does not increase levels of melanin in mitfa hypomorphic or loss-of-function mutants. Collectively, these results show that TFAP2 paralogs, operating alongside lineage-specific transcription factors such as MITF, directly regulate effectors of terminal differentiation in melanocytes. In addition, they suggest that TFAP2A activity, like MITF activity, has the potential to modulate the phenotype of melanoma cells.


Subject(s)
Cell Differentiation/genetics , Melanocytes/metabolism , Microphthalmia-Associated Transcription Factor/genetics , Transcription Factor AP-2/genetics , Animals , Base Sequence , Binding Sites/genetics , Cell Line , Cell Line, Tumor , Cells, Cultured , Embryo, Mammalian/embryology , Embryo, Mammalian/metabolism , Embryo, Nonmammalian/embryology , Embryo, Nonmammalian/metabolism , Gene Expression Profiling/methods , Gene Expression Regulation, Developmental , Humans , Mice, Knockout , Microphthalmia-Associated Transcription Factor/metabolism , Microscopy, Confocal , Mutation , Pigmentation/genetics , RNA Interference , Reverse Transcriptase Polymerase Chain Reaction , Sequence Homology, Nucleic Acid , Transcription Factor AP-2/metabolism , Zebrafish , Zebrafish Proteins/genetics , Zebrafish Proteins/metabolism
12.
Cell Syst ; 4(1): 31-45.e6, 2017 01 25.
Article in English | MEDLINE | ID: mdl-27916600

ABSTRACT

It is unclear how standing genetic variation affects the prognosis of prostate cancer patients. To provide one controlled answer to this problem, we crossed a dominant, penetrant mouse model of prostate cancer to Diversity Outbred mice, a collection of animals that carries over 40 million SNPs. Integration of disease phenotype and SNP variation data in 493 F1 males identified a metastasis modifier locus on Chromosome 8 (LOD = 8.42); further analysis identified the genes Rwdd4, Cenpu, and Casp3 as functional effectors of this locus. Accordingly, analysis of over 5,300 prostate cancer patient samples revealed correlations between the presence of genetic variants at these loci, their expression levels, cancer aggressiveness, and patient survival. We also observed that ectopic overexpression of RWDD4 and CENPU increased the aggressiveness of two human prostate cancer cell lines. In aggregate, our approach demonstrates how well-characterized genetic variation in mice can be harnessed in conjunction with systems genetics approaches to identify and characterize germline modifiers of human disease processes.


Subject(s)
Chromosome Mapping/methods , Prostatic Neoplasms/genetics , Animals , Caspase 3/genetics , Cell Cycle Proteins/genetics , Cell Cycle Proteins/physiology , Collaborative Cross Mice/genetics , Disease Models, Animal , Genetics, Population/methods , Genome-Wide Association Study , Germ Cells/pathology , Germ-Line Mutation/genetics , Humans , Male , Mice , Multifactorial Inheritance/genetics , Neoplasm Metastasis/genetics , Neoplastic Processes , Phenotype , Polymorphism, Single Nucleotide , Prostatic Neoplasms/metabolism , Quantitative Trait Loci
13.
Oncotarget ; 6(31): 31557-68, 2015 Oct 13.
Article in English | MEDLINE | ID: mdl-26384308

ABSTRACT

Metastasis is the primary cause of death in breast cancer. Earlier studies using a mammary tumorigenesis mouse model identified Necdin (Ndn)as a germline modifier of metastasis. Differential expression of Ndn induces a gene-expression signature that predicts prognosis in human breast cancer. Additionally, a non-synonymous germline single nucleotide polymorphism (T50C; V17A) in Ndn distinguishes mouse strains with differing metastatic capacities. To better understand how hereditary factors influence metastasis in breast cancer, we characterized NDN-mediated transcription. Haplotype analysis in a well-characterized breast cancer cohort revealed that NDN germline variation is associated with both NDN expression levels and patient outcome. To examine the role of NDN in mammary tumor metastasis and transcriptional regulation, mouse mammary tumor cell lines stably over-expressing either the wildtype 50T or variant 50C Ndn allele were generated. Cells over-expressing Ndn 50T, but not Ndn 50C, exhibited significant decrease in cell invasiveness and pulmonary metastases compared to control cells. Transcriptome analyses identified a 71-gene expression signature that distinguishes cells over-expressing the two Ndn allelic variants. Furthermore, ChIP assays revealed c-Myc, a target gene of NDN, to be differentially regulated by the allelic variants. These data demonstrate that NDN and the T50C allele regulate gene expression and metastasis efficiency.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Gene Expression Regulation, Neoplastic , Genes, Tumor Suppressor , Germ-Line Mutation/genetics , Nerve Tissue Proteins/genetics , Nuclear Proteins/genetics , Proto-Oncogene Proteins c-myc/metabolism , Animals , Breast Neoplasms/genetics , Cell Proliferation , Chromatin Immunoprecipitation , Female , Gene Expression Profiling , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Neoplasm Staging , Nerve Tissue Proteins/metabolism , Nuclear Proteins/metabolism , Prognosis , Proto-Oncogene Proteins c-myc/genetics , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
14.
Hum Mol Genet ; 24(19): 5433-50, 2015 Oct 01.
Article in English | MEDLINE | ID: mdl-26206884

ABSTRACT

SOX10 is required for melanocyte development and maintenance, and has been linked to melanoma initiation and progression. However, the molecular mechanisms by which SOX10 guides the appropriate gene expression programs necessary to promote the melanocyte lineage are not fully understood. Here we employ genetic and epigenomic analysis approaches to uncover novel genomic targets and previously unappreciated molecular roles of SOX10 in melanocytes. Through global analysis of SOX10-binding sites and epigenetic characteristics of chromatin states, we uncover an extensive catalog of SOX10 targets genome-wide. Our findings reveal that SOX10 predominantly engages 'open' chromatin regions and binds to distal regulatory elements, including novel and previously known melanocyte enhancers. Integrated chromatin occupancy and transcriptome analysis suggest a role for SOX10 in both transcriptional activation and repression to regulate functionally distinct classes of genes. We demonstrate that distinct epigenetic signatures and cis-regulatory sequence motifs predicted to bind putative co-regulatory transcription factors define SOX10-activated and SOX10-repressed target genes. Collectively, these findings uncover a central role of SOX10 as a global regulator of gene expression in the melanocyte lineage by targeting diverse regulatory pathways.


Subject(s)
Gene Expression Profiling/methods , Gene Regulatory Networks , Melanocytes/metabolism , Oligonucleotide Array Sequence Analysis/methods , SOXE Transcription Factors/metabolism , Animals , Binding Sites , Cell Line , Chromatin/genetics , Chromatin/metabolism , Epigenomics/methods , Melanocytes/cytology , Mice , SOXE Transcription Factors/chemistry , SOXE Transcription Factors/genetics
15.
Mol Cancer Res ; 12(12): 1818-28, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25092915

ABSTRACT

UNLABELLED: Overexpression of ribosomal RNA processing 1 homolog B (RRP1B) induces a transcriptional profile that accurately predicts patient outcome in breast cancer. However, the mechanism by which RRP1B modulates transcription is unclear. Here, the chromatin-binding properties of RRP1B were examined to define how it regulates metastasis-associated transcription. To identify genome-wide RRP1B-binding sites, high-throughput ChIP-seq was performed in the human breast cancer cell line MDA-MB-231 and HeLa cells using antibodies against endogenous RRP1B. Global changes in repressive marks such as histone H3 lysine 9 trimethylation (H3K9me3) were also examined by ChIP-seq. Analysis of these samples identified 339 binding regions in MDA-MB-231 cells and 689 RRP1B-binding regions in HeLa cells. Among these, 136 regions were common to both cell lines. Gene expression analyses of these RRP1B-binding regions revealed that transcriptional repression is the primary result of RRP1B binding to chromatin. ChIP-reChIP assays demonstrated that RRP1B co-occupies loci with decreased gene expression with the heterochromatin-associated proteins, tripartite motif-containing protein 28 (TRIM28/KAP1), and heterochromatin protein 1-α (CBX5/HP1α). RRP1B occupancy at these loci was also associated with higher H3K9me3 levels, indicative of heterochromatinization mediated by the TRIM28/HP1α complex. In addition, RRP1B upregulation, which is associated with metastasis suppression, induced global changes in histone methylation. IMPLICATIONS: RRP1B, a breast cancer metastasis suppressor, regulates gene expression through heterochromatinization and transcriptional repression, which helps our understanding of mechanisms that drive prognostic gene expression in human breast cancer.


Subject(s)
Apoptosis Regulatory Proteins/metabolism , Breast Neoplasms/pathology , Chromosomal Proteins, Non-Histone/genetics , Chromosomal Proteins, Non-Histone/metabolism , Lung Neoplasms/genetics , Lung Neoplasms/secondary , Repressor Proteins/genetics , Animals , Apoptosis Regulatory Proteins/chemistry , Binding Sites , Breast Neoplasms/genetics , Cell Line, Tumor , Chromatin/metabolism , Chromatin Immunoprecipitation , Chromobox Protein Homolog 5 , Chromosomal Proteins, Non-Histone/chemistry , Epigenesis, Genetic , Female , Gene Expression Regulation, Neoplastic , HeLa Cells , Histones/metabolism , Humans , Lung Neoplasms/pathology , Methylation , Mice , Neoplasms, Experimental , Transcription, Genetic , Tripartite Motif-Containing Protein 28
16.
Nucleic Acids Res ; 42(7): 4257-69, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24464997

ABSTRACT

Retroviruses integrate into the host genome in patterns specific to each virus. Understanding the causes of these patterns can provide insight into viral integration mechanisms, pathology and genome evolution, and is critical to the development of safe gene therapy vectors. We generated murine leukemia virus integrations in human HepG2 and K562 cells and subjected them to second-generation sequencing, using a DNA barcoding technique that allowed us to quantify independent integration events. We characterized >3,700,000 unique integration events in two ENCODE-characterized cell lines. We find that integrations were most highly enriched in a subset of strong enhancers and active promoters. In both cell types, approximately half the integrations were found in <2% of the genome, demonstrating genomic influences even narrower than previously believed. The integration pattern of murine leukemia virus appears to be largely driven by regions that have high enrichment for multiple marks of active chromatin; the combination of histone marks present was sufficient to explain why some strong enhancers were more prone to integration than others. The approach we used is applicable to analyzing the integration pattern of any exogenous element and could be a valuable preclinical screen to evaluate the safety of gene therapy vectors.


Subject(s)
Attachment Sites, Microbiological , Enhancer Elements, Genetic , Moloney murine leukemia virus/physiology , Promoter Regions, Genetic , Virus Integration , Cell Line, Tumor , Humans , K562 Cells
17.
Genome Res ; 23(4): 727-35, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23382537

ABSTRACT

With the completion of the zebrafish genome sequencing project, it becomes possible to analyze the function of zebrafish genes in a systematic way. The first step in such an analysis is to inactivate each protein-coding gene by targeted or random mutation. Here we describe a streamlined pipeline using proviral insertions coupled with high-throughput sequencing and mapping technologies to widely mutagenize genes in the zebrafish genome. We also report the first 6144 mutagenized and archived F1's predicted to carry up to 3776 mutations in annotated genes. Using in vitro fertilization, we have rescued and characterized ~0.5% of the predicted mutations, showing mutation efficacy and a variety of phenotypes relevant to both developmental processes and human genetic diseases. Mutagenized fish lines are being made freely available to the public through the Zebrafish International Resource Center. These fish lines establish an important milestone for zebrafish genetics research and should greatly facilitate systematic functional studies of the vertebrate genome.


Subject(s)
Gene Knockout Techniques , Genome-Wide Association Study , Genomics , Zebrafish/genetics , Alleles , Animals , Chromosome Mapping/methods , Computational Biology/methods , Gammaretrovirus/physiology , Molecular Sequence Annotation , Mutagenesis, Insertional , Mutation , Phenotype , Virus Integration
18.
Nucleic Acids Res ; 41(Database issue): D861-4, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23180778

ABSTRACT

ZInC (Zebrafish Insertional Collection, http://research.nhgri.nih.gov/ZInC/) is a web-searchable interface of insertional mutants in zebrafish. Over the last two decades, the zebrafish has become a popular model organism for studying vertebrate development as well as for modeling human diseases. To facilitate such studies, we are generating a genome-wide knockout resource that targets every zebrafish protein-coding gene. All mutant fish are freely available to the scientific community through the Zebrafish International Resource Center (ZIRC). To assist researchers in finding mutant and insertion information, we developed a comprehensive database with a web front-end, the ZInC. It can be queried using multiple types of input such as ZFIN (Zebrafish Information Network) IDs, UniGene accession numbers and gene symbols from zebrafish, human and mouse. In the future, ZInC may include data from other insertional mutation projects as well. ZInC cross-references all integration data with the ZFIN (http://zfin.org/).


Subject(s)
Databases, Genetic , Mutagenesis, Insertional , Zebrafish Proteins/genetics , Zebrafish/genetics , Animals , Gene Knockout Techniques , Internet , Mutation
19.
FASEB J ; 25(5): 1596-605, 2011 May.
Article in English | MEDLINE | ID: mdl-21292980

ABSTRACT

Polydactyly is a common malformation and can be an isolated anomaly or part of a pleiotropic syndrome. The elucidation of the mutated genes that cause polydactyly provides insight into limb development pathways. The extra-toes spotting (Xs) mouse phenotype manifests anterior polydactyly, predominantly in the forelimbs, with ventral hypopigmenation. The mapping of Xs(J) to chromosome 7 was confirmed, and the interval was narrowed to 322 kb using intersubspecific crosses. Two mutations were identified in eukaryotic translation initiation factor 3 subunit C (Eif3c). An Eif3c c.907C>T mutation (p.Arg303X) was identified in Xs(J), and a c.1702_1758del mutation (p.Leu568_Leu586del) was identified in extra-toes spotting-like (Xsl), an allele of Xs(J). The effect of the Xs(J) mutation on the SHH/GLI3 pathway was analyzed by in situ hybridization analysis, and we show that Xs mouse embryos have ectopic Shh and Ptch1 expression in the anterior limb. In addition, anterior limb buds show aberrant Gli3 processing, consistent with perturbed SHH/GLI3 signaling. Based on the occurrence of Eif3c mutations in 2 Xs lines and haploinsufficiency of the Xs(J) allele, we conclude that the Xs phenotype is caused by a mutation in Eif3c, a component of the translation initiation complex, and that the phenotype is associated with aberrant SHH/GLI3 signaling.


Subject(s)
Eukaryotic Initiation Factor-3/genetics , Eukaryotic Initiation Factor-3/metabolism , Hedgehog Proteins/metabolism , Polydactyly/genetics , Animals , Blotting, Western , Genotype , Hedgehog Proteins/genetics , In Situ Hybridization , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Mice , Mice, Inbred C3H , Mice, Inbred C57BL , Mutation , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Patched Receptors , Patched-1 Receptor , Phenotype , Polydactyly/metabolism , Polymorphism, Genetic , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/genetics , Signal Transduction/physiology , Zinc Finger Protein Gli3
20.
Prostate ; 67(1): 22-31, 2007 Jan 01.
Article in English | MEDLINE | ID: mdl-17031815

ABSTRACT

BACKGROUND: The African American Hereditary Prostate Cancer (AAHPC) Study was designed to recruit families with early-onset disease fulfilling criteria of >or=4 affected. METHODS: We present a approximately 10 cM genome-wide linkage (GWL) analysis on 77 families including 254 affected and 274 unaffected genotyped. RESULTS: Linkage analysis revealed three chromosomal regions with GENEHUNTER multipoint HLOD scores >or=1.3 for all 77 families at 11q22, 17p11, and Xq21. One family yielded genome-wide significant evidence of linkage (LOD = 3.5) to the 17p11 region with seven other families >or=2.3 in this region. Twenty-nine families with no-male-to-male (MM) transmission gave a peak HLOD of 1.62 (alpha = 0.33) at the Xq21 locus. Two novel peaks >or=0.91 for the 16 families with '>6 affected' occurred at 2p21 and 22q12. CONCLUSIONS: These chromosomal regions in the genome warrant further follow-up based on the hypothesis of multiple susceptibility genes with modest effects, or several major genes segregating in small subsets of families.


Subject(s)
Black or African American/genetics , Genetic Linkage/genetics , Prostatic Neoplasms/genetics , Aged , Genetic Markers/genetics , Genome, Human , Humans , Lod Score , Male , Middle Aged , Pedigree , United States
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