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1.
J Invest Dermatol ; 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38513819

RESUMO

Skin cancer risk is increased by exposure to ultraviolet radiation (UVR). Because UVR exposure accumulates over time and lighter skin is more susceptible to UVR, age and skin tone are risk factors for skin cancer. However, measurements of somatic mutations in healthy-appearing skin have not been used to calculate skin cancer risk. In this study, we developed a noninvasive test that quantifies somatic mutations in healthy-appearing sun-exposed skin and applied it to a 1038-subject cohort. Somatic mutations were combined with other known skin cancer risk factors to train a model to calculate risk. The final model (DNA-Skin Cancer Assessment of Risk) was trained to predict personal history of skin cancer from age, family history, skin tone, and mutation count. The addition of mutation count significantly improved model performance (OR = 1.3, 95% confidence interval = 1.14-1.48; P = 5.3 × 10-6) and made a more significant contribution than skin tone. Calculations of skin cancer risk matched the known United States population prevalence, indicating that DNA-Skin Cancer Assessment of Risk was well-calibrated. In conclusion, somatic mutations in healthy-appearing sun-exposed skin increase skin cancer risk, and mutations capture risk information that is not accounted for by other risk factors. Clinical utility is supported by the noninvasive nature of skin sample collection through adhesive patches.

2.
Nucleic Acids Res ; 47(13): 6753-6768, 2019 07 26.
Artigo em Inglês | MEDLINE | ID: mdl-31334813

RESUMO

DNA methylation is an important epigenetic mark but how its locus-specificity is decided in relation to DNA sequence is not fully understood. Here, we have analyzed 34 diverse whole-genome bisulfite sequencing datasets in human and identified 313 motifs, including 92 and 221 associated with methylation (methylation motifs, MMs) and unmethylation (unmethylation motifs, UMs), respectively. The functionality of these motifs is supported by multiple lines of evidence. First, the methylation levels at the MM and UM motifs are respectively higher and lower than the genomic background. Second, these motifs are enriched at the binding sites of methylation modifying enzymes including DNMT3A and TET1, indicating their possible roles of recruiting these enzymes. Third, these motifs significantly overlap with "somatic QTLs" (quantitative trait loci) of methylation and expression. Fourth, disruption of these motifs by mutation is associated with significantly altered methylation level of the CpGs in the neighbor regions. Furthermore, these motifs together with somatic mutations are predictive of cancer subtypes and patient survival. We revealed some of these motifs were also associated with histone modifications, suggesting a possible interplay between the two types of epigenetic modifications. We also found some motifs form feed forward loops to contribute to DNA methylation dynamics.


Assuntos
Metilação de DNA/genética , DNA/genética , Epigênese Genética/genética , Sequência de Bases , Sítios de Ligação , Ilhas de CpG , DNA/metabolismo , DNA (Citosina-5-)-Metiltransferases/metabolismo , DNA Metiltransferase 3A , DNA de Neoplasias/genética , Conjuntos de Dados como Assunto , Código das Histonas , Humanos , Estimativa de Kaplan-Meier , Oxigenases de Função Mista/metabolismo , Modelos Genéticos , Neoplasias/genética , Neoplasias/mortalidade , Regiões Promotoras Genéticas/genética , Proteínas Proto-Oncogênicas/metabolismo , Locos de Características Quantitativas , Análise de Sequência de DNA
3.
Proc Natl Acad Sci U S A ; 116(9): 3668-3677, 2019 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-30755522

RESUMO

Histones are modified by enzymes that act in a locus, cell-type, and developmental stage-specific manner. The recruitment of enzymes to chromatin is regulated at multiple levels, including interaction with sequence-specific DNA-binding factors. However, the DNA-binding specificity of the regulatory factors that orchestrate specific histone modifications has not been broadly mapped. We have analyzed 6 histone marks (H3K4me1, H3K4me3, H3K27ac, H3K27me3, K3H9me3, H3K36me3) across 121 human cell types and tissues from the NIH Roadmap Epigenomics Project as well as 8 histone marks (with addition of H3K4me2 and H3K9ac) from the mouse ENCODE Consortium. We have identified 361 and 369 DNA motifs in human and mouse, respectively, that are the most predictive of each histone mark. Interestingly, 107 human motifs are conserved between the two species. In human embryonic cell line H1, we mutated only the found DNA motifs at particular loci and the significant reduction of H3K27ac levels validated the regulatory roles of the perturbed motifs. The functionality of these motifs was also supported by the evidence that histone-associated motifs, especially H3K4me3 motifs, significantly overlap with the expression of quantitative trait loci SNPs in cancer patients more than the known and random motifs. Furthermore, we observed possible feedbacks to control chromatin dynamics as the found motifs appear in the promoters or enhancers associated with various histone modification enzymes. These results pave the way toward revealing the molecular mechanisms of epigenetic events, such as histone modification dynamics and epigenetic priming.


Assuntos
Metilação de DNA/genética , Código das Histonas/genética , Motivos de Nucleotídeos/genética , Sequências Reguladoras de Ácido Nucleico/genética , Animais , Cromatina/genética , Proteínas de Ligação a DNA/genética , Epigenômica , Humanos , Camundongos , Regiões Promotoras Genéticas , Processamento de Proteína Pós-Traducional/genética
5.
Arthritis Rheumatol ; 67(5): 1193-202, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25707478

RESUMO

OBJECTIVE: Fibroblast-like synoviocytes (FLS) are key players in the synovial pathology of rheumatoid arthritis (RA). Currently, there is no treatment that specifically targets these aggressive cells. By combining 3 different "omics" data sets, i.e., 1) risk genes in RA, 2) differentially expressed genes, and 3) differential DNA methylation in RA versus osteoarthritis (OA) FLS, we identified LBH (limb bud and heart development) as a candidate gene in RA. The present study was undertaken to define the role of this gene in FLS. METHODS: Synovial tissue specimens from RA and OA patients were collected at the time of joint replacement surgery. LBH expression was silenced using small interfering RNA or overexpressed using an LBH expression vector in primary FLS. Gene expression profiles were determined by microarray and assessed using Ingenuity Pathway Analysis. Effects of modified LBH expression were investigated in functional assays. RESULTS: LBH was expressed in the synovial lining layer in patients with RA. Transforming growth factor ß1 significantly increased LBH expression in primary FLS, and platelet-derived growth factor BB decreased it. Pathway analysis of the transcriptome of LBH-deficient FLS compared to control FLS identified "cellular growth and proliferation" as the most significantly enriched pathway. In growth assays, LBH deficiency increased FLS proliferation. Conversely, LBH overexpression significantly inhibited cell growth. Cell cycle analysis demonstrated a marked increase in cells entering the cell cycle in LBH-deficient FLS compared to controls. LBH did not alter apoptosis. CONCLUSION: LBH is a candidate gene for synovial pathology in RA. It is regulated by growth factors and modulates cell growth in primary FLS. Our data suggest a novel mechanism for synovial intimal hyperplasia and joint damage in RA.


Assuntos
Apoptose/genética , Artrite Reumatoide/genética , Movimento Celular/genética , Proliferação de Células/genética , Fibroblastos/metabolismo , RNA Mensageiro/metabolismo , Membrana Sinovial/citologia , Transativadores/genética , Becaplermina , Estudos de Casos e Controles , Células Cultivadas , Fibroblastos/efeitos dos fármacos , Perfilação da Expressão Gênica , Inativação Gênica , Humanos , Osteoartrite/genética , Proteínas Proto-Oncogênicas c-sis/farmacologia , RNA Interferente Pequeno , Membrana Sinovial/metabolismo , Transativadores/efeitos dos fármacos , Transativadores/metabolismo , Fatores de Transcrição , Fator de Crescimento Transformador beta1/farmacologia
6.
Cell ; 153(5): 1134-48, 2013 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-23664764

RESUMO

Epigenetic mechanisms have been proposed to play crucial roles in mammalian development, but their precise functions are only partially understood. To investigate epigenetic regulation of embryonic development, we differentiated human embryonic stem cells into mesendoderm, neural progenitor cells, trophoblast-like cells, and mesenchymal stem cells and systematically characterized DNA methylation, chromatin modifications, and the transcriptome in each lineage. We found that promoters that are active in early developmental stages tend to be CG rich and mainly engage H3K27me3 upon silencing in nonexpressing lineages. By contrast, promoters for genes expressed preferentially at later stages are often CG poor and primarily employ DNA methylation upon repression. Interestingly, the early developmental regulatory genes are often located in large genomic domains that are generally devoid of DNA methylation in most lineages, which we termed DNA methylation valleys (DMVs). Our results suggest that distinct epigenetic mechanisms regulate early and late stages of ES cell differentiation.


Assuntos
Metilação de DNA , Células-Tronco Embrionárias/metabolismo , Epigenômica , Regulação da Expressão Gênica no Desenvolvimento , Animais , Diferenciação Celular , Cromatina/metabolismo , Ilhas de CpG , Células-Tronco Embrionárias/citologia , Histonas/metabolismo , Humanos , Metilação , Neoplasias/genética , Regiões Promotoras Genéticas , Peixe-Zebra/embriologia
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