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2.
Nucleic Acids Res ; 50(8): 4450-4463, 2022 05 06.
Artículo en Inglés | MEDLINE | ID: mdl-35394046

RESUMEN

Mediator activates RNA polymerase II (Pol II) function during transcription, but it remains unclear whether Mediator is able to travel with Pol II and regulate Pol II transcription beyond the initiation and early elongation steps. By using in vitro and in vivo transcription recycling assays, we find that human Mediator 1 (MED1), when phosphorylated at the mammal-specific threonine 1032 by cyclin-dependent kinase 9 (CDK9), dynamically moves along with Pol II throughout the transcribed genes to drive Pol II recycling after the initial round of transcription. Mechanistically, MED31 mediates the recycling of phosphorylated MED1 and Pol II, enhancing mRNA output during the transcription recycling process. Importantly, MED1 phosphorylation increases during prostate cancer progression to the lethal phase, and pharmacological inhibition of CDK9 decreases prostate tumor growth by decreasing MED1 phosphorylation and Pol II recycling. Our results reveal a novel role of MED1 in Pol II transcription and identify phosphorylated MED1 as a targetable driver of dysregulated Pol II recycling in cancer.


Asunto(s)
Neoplasias , ARN Polimerasa II , Animales , Humanos , Masculino , Mamíferos/genética , Complejo Mediador/metabolismo , Subunidad 1 del Complejo Mediador/genética , Neoplasias/genética , Fosforilación , ARN Polimerasa II/metabolismo , Transcripción Genética
3.
Proc Natl Acad Sci U S A ; 115(26): 6810-6815, 2018 06 26.
Artículo en Inglés | MEDLINE | ID: mdl-29844167

RESUMEN

The constitutively active androgen receptor (AR) splice variant 7 (AR-V7) plays an important role in the progression of castration-resistant prostate cancer (CRPC). Although biomarker studies established the role of AR-V7 in resistance to AR-targeting therapies, how AR-V7 mediates genomic functions in CRPC remains largely unknown. Using a ChIP-exo approach, we show AR-V7 binds to distinct genomic regions and recognizes a full-length androgen-responsive element in CRPC cells and patient tissues. Remarkably, we find dramatic differences in AR-V7 cistromes across diverse CRPC cells and patient tissues, regulating different target gene sets involved in CRPC progression. Surprisingly, we discover that HoxB13 is universally required for and colocalizes with AR-V7 binding to open chromatin across CRPC genomes. HoxB13 pioneers AR-V7 binding through direct physical interaction, and collaborates with AR-V7 to up-regulate target oncogenes. Transcriptional coregulation by HoxB13 and AR-V7 was further supported by their coexpression in tumors and circulating tumor cells from CRPC patients. Importantly, HoxB13 silencing significantly decreases CRPC growth through inhibition of AR-V7 oncogenic function. These results identify HoxB13 as a pivotal upstream regulator of AR-V7-driven transcriptomes that are often cell context-dependent in CRPC, suggesting that HoxB13 may serve as a therapeutic target for AR-V7-driven prostate tumors.


Asunto(s)
Empalme Alternativo , Regulación Neoplásica de la Expresión Génica , Proteínas de Homeodominio/metabolismo , Proteínas de Neoplasias/metabolismo , Neoplasias de la Próstata Resistentes a la Castración/metabolismo , Receptores Androgénicos/biosíntesis , Regulación hacia Arriba , Línea Celular Tumoral , Proteínas de Homeodominio/genética , Humanos , Masculino , Proteínas de Neoplasias/genética , Neoplasias de la Próstata Resistentes a la Castración/genética , Unión Proteica , Isoformas de Proteínas/biosíntesis , Isoformas de Proteínas/genética , Receptores Androgénicos/genética
4.
Breast Cancer Res ; 22(1): 64, 2020 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-32539762

RESUMEN

BACKGROUND: Aging is a comorbidity of breast cancer suggesting that aging-associated transcriptome changes may promote breast cancer progression. However, the mechanism underlying the age effect on breast cancer remains poorly understood. METHOD: We analyzed transcriptomics of the matched normal breast tissues from the 82 breast cancer patients in The Cancer Genome Atlas (TCGA) dataset with linear regression for genes with age-associated expression that are not associated with menopause. We also analyzed differentially expressed genes between the paired tumor and non-tumor breast tissues in TCGA for the identification of age and breast cancer (ABC)-associated genes. A few of these genes were selected for further investigation of their malignancy-regulating activities with in vitro and in vivo assays. RESULTS: We identified 148 upregulated and 189 downregulated genes during aging. Overlapping of tumor-associated genes between normal and tumor tissues with age-dependent genes resulted in 14 upregulated and 24 downregulated genes that were both age and breast cancer associated. These genes are predictive in relapse-free survival, indicative of their potential tumor promoting or suppressive functions, respectively. Knockdown of two upregulated genes (DYNLT3 and P4HA3) or overexpression of the downregulated ALX4 significantly reduced breast cancer cell proliferation, migration, and clonogenicity. Moreover, knockdown of P4HA3 reduced growth and metastasis whereas overexpression of ALX4 inhibited the growth of xenografted breast cancer cells in mice. CONCLUSION: Our study suggests that transcriptome alterations during aging may contribute to breast tumorigenesis. DYNLT3, P4HA3, and ALX4 play significant roles in breast cancer progression.


Asunto(s)
Neoplasias de la Mama/genética , Mama/fisiología , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Animales , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Mama/metabolismo , Mama/patología , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Progresión de la Enfermedad , Dineínas/genética , Dineínas/metabolismo , Femenino , Regulación Neoplásica de la Expresión Génica , Xenoinjertos , Humanos , Ratones , Ratones Endogámicos NOD , Ratones SCID , Persona de Mediana Edad , Procolágeno-Prolina Dioxigenasa/genética , Procolágeno-Prolina Dioxigenasa/metabolismo , Pronóstico , Tasa de Supervivencia , Células Tumorales Cultivadas
5.
Genomics ; 111(1): 17-23, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-27453286

RESUMEN

To develop accurate prognostic models is one of the biggest challenges in "omics"-based cancer research. Here, we propose a novel computational method for identifying dysregulated gene subnetworks as biomarkers to predict cancer recurrence. Applying our method to the DNA methylome of endometrial cancer patients, we identified a subnetwork consisting of differentially methylated (DM) genes, and non-differentially methylated genes, termed Epigenetic Connectors (EC), that are topologically important for connecting the DM genes in a protein-protein interaction network. The ECs are statistically significantly enriched in well-known tumorgenesis and metastasis pathways, and include known epigenetic regulators. Importantly, combining the DMs and ECs as features using a novel random walk procedure, we constructed a support vector machine classifier that significantly improved the prediction accuracy of cancer recurrence and outperformed several alternative methods, demonstrating the effectiveness of our network-based approach.


Asunto(s)
Algoritmos , Biomarcadores de Tumor , Metilación de ADN , Neoplasias Endometriales , Recurrencia Local de Neoplasia , Islas de CpG , ADN de Neoplasias , Neoplasias Endometriales/diagnóstico , Neoplasias Endometriales/genética , Neoplasias Endometriales/patología , Epigenómica , Femenino , Perfilación de la Expresión Génica , Redes Reguladoras de Genes , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Modelos Genéticos , Pronóstico , Dominios y Motivos de Interacción de Proteínas , Análisis de Secuencia de ADN
6.
EMBO J ; 34(4): 502-16, 2015 Feb 12.
Artículo en Inglés | MEDLINE | ID: mdl-25535248

RESUMEN

Human transcription factors recognize specific DNA sequence motifs to regulate transcription. It is unknown whether a single transcription factor is able to bind to distinctly different motifs on chromatin, and if so, what determines the usage of specific motifs. By using a motif-resolution chromatin immunoprecipitation-exonuclease (ChIP-exo) approach, we find that agonist-liganded human androgen receptor (AR) and antagonist-liganded AR bind to two distinctly different motifs, leading to distinct transcriptional outcomes in prostate cancer cells. Further analysis on clinical prostate tissues reveals that the binding of AR to these two distinct motifs is involved in prostate carcinogenesis. Together, these results suggest that unique ligands may switch DNA motifs recognized by ligand-dependent transcription factors in vivo. Our findings also provide a broad mechanistic foundation for understanding ligand-specific induction of gene expression profiles.


Asunto(s)
Antagonistas de Receptores Androgénicos/química , Andrógenos/química , ADN/metabolismo , Neoplasias de la Próstata/metabolismo , Receptores Androgénicos/metabolismo , Antagonistas de Receptores Androgénicos/metabolismo , Andrógenos/metabolismo , Proliferación Celular/fisiología , Inmunoprecipitación de Cromatina , Ensayo de Cambio de Movilidad Electroforética , Humanos , Masculino , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa
7.
Nucleic Acids Res ; 44(16): 7540-54, 2016 09 19.
Artículo en Inglés | MEDLINE | ID: mdl-27458208

RESUMEN

The compaction of nucleosomal structures creates a barrier for DNA-binding transcription factors (TFs) to access their cognate cis-regulatory elements. Pioneer factors (PFs) such as FOXA1 are able to directly access these cis-targets within compact chromatin. However, how these PFs interplay with nucleosomes remains to be elucidated, and is critical for us to understand the underlying mechanism of gene regulation. Here, we have conducted a computational analysis on a strand-specific paired-end ChIP-exo (termed as ChIP-ePENS) data of FOXA1 in LNCaP cells by our novel algorithm ePEST. We find that FOXA1 chromatin binding occurs via four distinct border modes (or footprint boundary patterns), with a preferential footprint boundary patterns relative to FOXA1 motif orientation. In addition, from this analysis three fundamental nucleotide positions (oG, oS and oH) emerged as major determinants for blocking exo-digestion and forming these four distinct border modes. By integrating histone MNase-seq data, we found an astonishingly consistent, 'well-positioned' configuration occurs between FOXA1 motifs and dyads of nucleosomes genome-wide. We further performed ChIP-seq of eight chromatin remodelers and found an increased occupancy of these remodelers on FOXA1 motifs for all four border modes (or footprint boundary patterns), indicating the full occupancy of FOXA1 complex on the three blocking sites (oG, oS and oH) likely produces an active regulatory status with well-positioned phasing for protein binding events. Together, our results suggest a positional-nucleosome-oriented accessing model for PFs seeking target motifs, in which FOXA1 can examine each underlying DNA nucleotide and is able to sense all potential motifs regardless of whether they face inward or outward from histone octamers along the DNA helix axis.


Asunto(s)
Genoma Humano , Factor Nuclear 3-alfa del Hepatocito/metabolismo , Nucleosomas/metabolismo , Algoritmos , Línea Celular Tumoral , Ensamble y Desensamble de Cromatina , Inmunoprecipitación de Cromatina , Biología Computacional , Histonas/metabolismo , Humanos , Motivos de Nucleótidos/genética , Unión Proteica , Procesamiento Proteico-Postraduccional
8.
Nucleic Acids Res ; 44(9): 4105-22, 2016 05 19.
Artículo en Inglés | MEDLINE | ID: mdl-26743006

RESUMEN

Identifying prostate cancer-driving transcription factors (TFs) in addition to the androgen receptor promises to improve our ability to effectively diagnose and treat this disease. We employed an integrative genomics analysis of master TFs CREB1 and FoxA1 in androgen-dependent prostate cancer (ADPC) and castration-resistant prostate cancer (CRPC) cell lines, primary prostate cancer tissues and circulating tumor cells (CTCs) to investigate their role in defining prostate cancer gene expression profiles. Combining genome-wide binding site and gene expression profiles we define CREB1 as a critical driver of pro-survival, cell cycle and metabolic transcription programs. We show that CREB1 and FoxA1 co-localize and mutually influence each other's binding to define disease-driving transcription profiles associated with advanced prostate cancer. Gene expression analysis in human prostate cancer samples found that CREB1/FoxA1 target gene panels predict prostate cancer recurrence. Finally, we showed that this signaling pathway is sensitive to compounds that inhibit the transcription co-regulatory factor MED1. These findings not only reveal a novel, global transcriptional co-regulatory function of CREB1 and FoxA1, but also suggest CREB1/FoxA1 signaling is a targetable driver of prostate cancer progression and serves as a biomarker of poor clinical outcomes.


Asunto(s)
Proteína de Unión a Elemento de Respuesta al AMP Cíclico/fisiología , Factor Nuclear 3-alfa del Hepatocito/fisiología , Recurrencia Local de Neoplasia/metabolismo , Neoplasias de la Próstata/metabolismo , Anciano , Anciano de 80 o más Años , Secuencia de Bases , Sitios de Unión , Biomarcadores de Tumor , Línea Celular Tumoral , Secuencia de Consenso , Supervivencia sin Enfermedad , Regulación Neoplásica de la Expresión Génica , Ontología de Genes , Humanos , Estimación de Kaplan-Meier , Masculino , Subunidad 1 del Complejo Mediador/metabolismo , Persona de Mediana Edad , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/mortalidad , Pronóstico , Modelos de Riesgos Proporcionales , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/mortalidad , Neoplasias de la Próstata/patología , Inhibidores de Proteínas Quinasas/farmacología , Transducción de Señal , Transcripción Genética
9.
Biophys J ; 112(7): 1481-1488, 2017 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-28402890

RESUMEN

Cholesterol is an important risk factor of atherosclerosis, due to its active uptake by monocytes/macrophages. Monocyte recruitment from flowing blood to atherosclerotic foci is the key first step in the development of atherosclerosis. Cholesterol content alters cell membrane stiffness, and lateral lipid and protein diffusion. We hypothesized that cholesterol content will modulate the recruitment of monocytes to inflamed endothelial surface by altering the dynamics of adhesion receptors. We depleted or enriched the cellular cholesterol levels using methyl-ß-cyclodextran in freshly isolated human monocytes. We investigated the effect of these changes on the mechanics of monocyte rolling on E-selectin surfaces at 1 dyn/cm2 in microchannels. Using imaging flow cytometry and atomic force microscopy, we characterized the distribution of lipid rafts and the E-selectin counterreceptor CD44 on the monocyte surface. We observed that lower levels of cholesterol resulted in the uniform, CD44-mediated rolling of monocytes on the E-selectin-coated surfaces. We also observed that cells depleted of cholesterol had higher membrane fluidity, and more uniform distribution of CD44 counterreceptor, which resulted in smooth motion of the cells compared to cells enriched with cholesterol. This work demonstrates that cholesterol can modulate monocyte adhesion by regulating the receptor mobility, and our results provide insights into the biophysical regulation of inflammation for the better understanding of diseases like atherosclerosis and hypercholesterolemia.


Asunto(s)
Colesterol/metabolismo , Receptores de Hialuranos/metabolismo , Monocitos/metabolismo , Membrana Celular/metabolismo , Ácidos Decanoicos , Selectina E/metabolismo , Humanos , Rodamiento de Leucocito , Fluidez de la Membrana , Microdominios de Membrana/metabolismo , Microscopía de Fuerza Atómica
10.
BMC Genomics ; 18(1): 231, 2017 03 14.
Artículo en Inglés | MEDLINE | ID: mdl-28288568

RESUMEN

BACKGROUND: Human papillomavirus (HPV) is the carcinogen of almost all invasive cervical cancer and a major cause of oral and other anogenital malignancies. HPV genotyping by dideoxy (Sanger) sequencing is currently the reference method of choice for clinical diagnostics. However, for samples with multiple HPV infections, genotype identification is singular and occasionally imprecise or indeterminable due to overlapping chromatograms. Our aim was to explore and compare HPV metagenomes in abnormal cervical cytology by deep sequencing for correlation with disease states. RESULTS: Low- and high-grade intraepithelial lesion (LSIL and HSIL) cytology samples were DNA extracted for PCR-amplification of the HPV E6/E7 genes. HPV+ samples were sequenced by dideoxy and deep methods. Deep sequencing revealed ~60% of all samples (n = 72) were multi-HPV infected. Among LSIL samples (n = 43), 27 different genotypes were found. The 3 dominant (most abundant) genotypes were: HPV-39, 11/43 (26%); -16, 9/43 (21%); and -35, 4/43 (9%). Among HSIL (n = 29), 17 HPV genotypes were identified; the 3 dominant genotypes were: HPV-16, 21/29 (72%); -35, 4/29 (14%); and -39, 3/29 (10%). Phylogenetically, type-specific E6/E7 genetic distances correlated with carcinogenic potential. Species diversity analysis between LSIL and HSIL revealed loss of HPV diversity and domination by HPV-16 in HSIL samples. CONCLUSIONS: Deep sequencing resolves HPV genotype composition within multi-infected cervical cytology. Biodiversity analysis reveals loss of diversity and gain of dominance by carcinogenic genotypes in high-grade cytology. Metagenomic profiles may therefore serve as a biomarker of disease severity and a population surveillance tool for emerging genotypes.


Asunto(s)
Proteínas Oncogénicas Virales/genética , Papillomaviridae/genética , Proteínas E7 de Papillomavirus/genética , Secuencia de Bases , ADN Viral/química , ADN Viral/aislamiento & purificación , ADN Viral/metabolismo , Evolución Molecular , Femenino , Sitios Genéticos , Genotipo , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Clasificación del Tumor , Proteínas Oncogénicas Virales/clasificación , Papillomaviridae/metabolismo , Proteínas E7 de Papillomavirus/clasificación , Filogenia , Análisis de Secuencia de ADN , Neoplasias del Cuello Uterino/patología , Neoplasias del Cuello Uterino/virología
11.
Biochem Biophys Res Commun ; 494(3-4): 470-476, 2017 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-29066347

RESUMEN

Negative valine (V) to phenylalanine (F) switch at the Janus kinase (JAK2) 617 codon (V617F) is the dominant driver mutation in patients with myeloproliferative neoplasms (MPNs). JAK2V617F was proved to be sufficient for cell transformation; however, independent mutations might influence the following epigenomic modifications. To assess the JAK2V617F-induced downstream epigenomic changes without interferences, we profiled the epigenomic changes in ectopically expressed JAK2V617F in Ba/F3 cells. Antibodies against phosphorylated signal transducer and activator of transcription 3 (pSTAT3) and enhancer of zeste homolog 2 (EZH2) were used for chromatin-immunoprecipitation sequencing (ChIP-seq) to detect the downstream epigenomic targets in the JAK2-STAT3 signaling pathway. To confirm the JAK2V617F-induced epigenetic changes in vivo, DNA methylation changes in the target loci in patients with MPNs were detected through methylation-specific polymerase chain reaction and were clustered against the changes within controls. We found that ectopically expressed JAK2V617F in Ba/F3 cells reduced the binding specificity; it was associated with cis-regulatory elements and recognized DNA motifs in both pSTAT3-downstream and EZH2-associated targets. Overlapping target loci between the control and JAK2V617F were <3% and 0.4%, respectively, as identified through pSTAT3 and EZH2 ChIP-seq. Furthermore, the methylation changes in the direct target loci (FOXH1, HOXC9, and SRF) were clustered independently from the control locus (L1TD1) and other mutation genes (HMGA2 and Lin28A) in the analyzed MPN samples. Therefore, JAK2V617F influences target binding in both pSTAT3 and EZH2. Without mutations in epigenetic regulators, JAK2V617F can induce downstream epigenomic modifications. Thus, epigenetic changes in JAK2 downstream targets might be trackable in vivo.


Asunto(s)
Proteína Potenciadora del Homólogo Zeste 2/genética , Epigénesis Genética/genética , Neoplasias Hematológicas/genética , Janus Quinasa 2/genética , Trastornos Mieloproliferativos/genética , Factor de Transcripción STAT3/genética , Animales , Línea Celular Tumoral , Epigenómica/métodos , Ratones
12.
Ann Surg Oncol ; 24(2): 578-585, 2017 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26671036

RESUMEN

BACKGROUND: Methylation changes within tumor suppressor (TS) genes or polycomb group target (PcG) genes alter cell fates. Chromatin associated with PcG targets is bivalent in stem cells, while TS genes are not normally bivalent. PcG target methylation changes have been identified in tumor stem cells, and abnormal methylation is found in TS genes in cancers. If the epigenetic states of genes influence DNA methylation, then methylation of PcG targets and TS genes may evolve differently during cancer development. More importantly, methylation changes may be part of a sequence in tumorigenesis. METHODS: Chromatin and methylation states of 4 PcG targets and 2 TS genes were determined in colon cancer cells. The methylation states were also detected in 100 pairs of colon cancer samples. Principle component analysis (PCA) was used to reveal whether TS methylation or PcG methylation was the main methylation change associated with colon cancers. RESULTS: Chromatin and methylation states differ in colon cancer cell lines. The methylation states within PcG targets clustered independently from the methylation states in TS genes, a finding we previously reported in liver cancers. PCA in colon cancers revealed the strongest association with methylation changes in 2 TS genes, HIC1 and RassF1A. Loss of HIC1 methylation correlated with decreased tumor migration. CONCLUSIONS: PcG and TS methylation states cluster independently from each other. The deduced principle component correlated better with TS methylation than PcG methylation in colon cancer. Abnormal methylation changes may represent a sequential biomarker profile to identify developing colon cancer.


Asunto(s)
Neoplasias del Colon/genética , Metilación de ADN , Regulación Neoplásica de la Expresión Génica , Factores de Transcripción de Tipo Kruppel/genética , Proteínas del Grupo Polycomb/genética , Proteínas Supresoras de Tumor/genética , Movimiento Celular , Neoplasias del Colon/patología , Epigénesis Genética , Genes Supresores de Tumor , Humanos , Células Tumorales Cultivadas
13.
Proc Natl Acad Sci U S A ; 111(24): 8838-43, 2014 Jun 17.
Artículo en Inglés | MEDLINE | ID: mdl-24876273

RESUMEN

We previously described a gene signature for breast cancer stem cells (BCSCs) derived from patient biopsies. Selective shRNA knockdown identified ribosomal protein L39 (RPL39) and myeloid leukemia factor 2 (MLF2) as the top candidates that affect BCSC self-renewal. Knockdown of RPL39 and MLF2 by specific siRNA nanoparticles in patient-derived and human cancer xenografts reduced tumor volume and lung metastases with a concomitant decrease in BCSCs. RNA deep sequencing identified damaging mutations in both genes. These mutations were confirmed in patient lung metastases (n = 53) and were statistically associated with shorter median time to pulmonary metastasis. Both genes affect the nitric oxide synthase pathway and are altered by hypoxia. These findings support that extensive tumor heterogeneity exists within primary cancers; distinct subpopulations associated with stem-like properties have increased metastatic potential.


Asunto(s)
Neoplasias de la Mama/metabolismo , Neoplasias Pulmonares/genética , Células Madre Neoplásicas/citología , Óxido Nítrico Sintasa/metabolismo , Proteínas Nucleares/metabolismo , Proteínas Ribosómicas/metabolismo , Animales , Neoplasias de la Mama/prevención & control , Línea Celular Tumoral , Movimiento Celular , Femenino , Regulación Neoplásica de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Hipoxia , Neoplasias Pulmonares/metabolismo , Ratones , Ratones SCID , Mutación , Metástasis de la Neoplasia , Trasplante de Neoplasias , Óxido Nítrico/química , Óxido Nítrico Sintasa/antagonistas & inhibidores , ARN Interferente Pequeño/metabolismo , Análisis de Secuencia de ARN , Transducción de Señal , Factores de Tiempo
14.
Nucleic Acids Res ; 42(5): 2856-69, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24369421

RESUMEN

Alternative splicing (AS), in higher eukaryotes, is one of the mechanisms of post-transcriptional regulation that generate multiple transcripts from the same gene. One particular mode of AS is the skipping event where an exon may be alternatively excluded or constitutively included in the resulting mature mRNA. Both transcript isoforms from this skipping event site, i.e. in which the exon is either included (inclusion isoform) or excluded (skipping isoform), are typically present in one cell, and maintain a subtle balance that is vital to cellular function and dynamics. However, how the prevailing conditions dictate which isoform is expressed and what biological factors might influence the regulation of this process remain areas requiring further exploration. In this study, we have developed a novel computational method, graph-based exon-skipping scanner (GESS), for de novo detection of skipping event sites from raw RNA-seq reads without prior knowledge of gene annotations, as well as for determining the dominant isoform generated from such sites. We have applied our method to publicly available RNA-seq data in GM12878 and K562 cells from the ENCODE consortium and experimentally validated several skipping site predictions by RT-PCR. Furthermore, we integrated other sequencing-based genomic data to investigate the impact of splicing activities, transcription factors (TFs) and epigenetic histone modifications on splicing outcomes. Our computational analysis found that splice sites within the skipping-isoform-dominated group (SIDG) tended to exhibit weaker MaxEntScan-calculated splice site strength around middle, 'skipping', exons compared to those in the inclusion-isoform-dominated group (IIDG). We further showed the positional preference pattern of splicing factors, characterized by enrichment in the intronic splice sites immediately bordering middle exons. Finally, our analysis suggested that different epigenetic factors may introduce a variable obstacle in the process of exon-intron boundary establishment leading to skipping events.


Asunto(s)
Empalme Alternativo , Epigénesis Genética , Exones , Análisis de Secuencia de ARN , Transcripción Genética , Sitios de Unión , Línea Celular , Biología Computacional/métodos , Histonas/metabolismo , Humanos , Células K562 , Motivos de Nucleótidos , Sitios de Empalme de ARN , ARN Mensajero/química , Proteínas de Unión al ARN/metabolismo , Factores de Transcripción/metabolismo
15.
Nucleic Acids Res ; 42(6): 3607-22, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24423874

RESUMEN

In prostate cancer, androgen receptor (AR) binding and androgen-responsive gene expression are defined by hormone-independent binding patterns of the pioneer factors FoxA1 and GATA2. Insufficient evidence of the mechanisms by which GATA2 contributes to this process precludes complete understanding of a key determinant of tissue-specific AR activity. Our observations suggest that GATA2 facilitates androgen-responsive gene expression by three distinct modes of action. By occupying novel binding sites within the AR gene locus, GATA2 positively regulates AR expression before and after androgen stimulation. Additionally, GATA2 engages AR target gene enhancers prior to hormone stimulation, producing an active and accessible chromatin environment via recruitment of the histone acetyltransferase p300. Finally, GATA2 functions in establishing and/or sustaining basal locus looping by recruiting the Mediator subunit MED1 in the absence of androgen. These mechanisms may contribute to the generally positive role of GATA2 in defining AR genome-wide binding patterns that determine androgen-responsive gene expression profiles. We also find that GATA2 and FoxA1 exhibit both independent and codependent co-occupancy of AR target gene enhancers. Identifying these determinants of AR transcriptional activity may provide a foundation for the development of future prostate cancer therapeutics that target pioneer factor function.


Asunto(s)
Factor de Transcripción GATA2/metabolismo , Regulación Neoplásica de la Expresión Génica , Factor Nuclear 3-alfa del Hepatocito/metabolismo , Neoplasias de la Próstata/genética , Receptores Androgénicos/metabolismo , Sitios de Unión , Línea Celular Tumoral , Cromatina/química , Cromatina/metabolismo , Elementos de Facilitación Genéticos , Genoma Humano , Humanos , Masculino , Neoplasias de la Próstata/metabolismo , Receptores Androgénicos/genética
16.
Nucleic Acids Res ; 41(18): 8464-74, 2013 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-23887935

RESUMEN

Aberrant DNA methylation of CpG islands, CpG island shores and first exons is known to play a key role in the altered gene expression patterns in all human cancers. To date, a systematic study on the effect of DNA methylation on gene expression using high resolution data has not been reported. In this study, we conducted an integrated analysis of MethylCap-sequencing data and Affymetrix gene expression microarray data for 30 breast cancer cell lines representing different breast tumor phenotypes. As well-developed methods for the integrated analysis do not currently exist, we created a series of four different analysis methods. On the computational side, our goal is to develop methylome data analysis protocols for the integrated analysis of DNA methylation and gene expression data on the genome scale. On the cancer biology side, we present comprehensive genome-wide methylome analysis results for differentially methylated regions and their potential effect on gene expression in 30 breast cancer cell lines representing three molecular phenotypes, luminal, basal A and basal B. Our integrated analysis demonstrates that methylation status of different genomic regions may play a key role in establishing transcriptional patterns in molecular subtypes of human breast cancer.


Asunto(s)
Neoplasias de la Mama/genética , Metilación de ADN , Regulación Neoplásica de la Expresión Génica , Sitios de Unión , Neoplasias de la Mama/clasificación , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Regulación hacia Abajo , Femenino , Perfilación de la Expresión Génica , Genómica/métodos , Humanos , Fenotipo , Regiones Promotoras Genéticas , Factores de Transcripción/metabolismo
17.
BMC Bioinformatics ; 15 Suppl 12: S6, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25474268

RESUMEN

DNA methylation is a common epigenetic marker that regulates gene expression. A robust and cost-effective way for measuring whole genome methylation is Methyl-CpG binding domain-based capture followed by sequencing (MBDCap-seq). In this study, we proposed BIMMER, a Hidden Markov Model (HMM) for differential Methylation Regions (DMRs) identification, where HMMs were proposed to model the methylation status in normal and cancer samples in the first layer and another HMM was introduced to model the relationship between differential methylation and methylation statuses in normal and cancer samples. To carry out the prediction for BIMMER, an Expectation-Maximization algorithm was derived. BIMMER was validated on the simulated data and applied to real MBDCap-seq data of normal and cancer samples. BIMMER revealed that 8.83% of the breast cancer genome are differentially methylated and the majority are hypo-methylated in breast cancer.


Asunto(s)
Algoritmos , Metilación de ADN , Neoplasias de la Mama/genética , Femenino , Genoma Humano , Humanos , Cadenas de Markov , Análisis de Secuencia de ADN
18.
Mol Cancer ; 13: 212, 2014 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-25216674

RESUMEN

BACKGROUND: p57(Kip2), a cyclin-dependent kinase inhibitor, is considered to be a candidate tumor suppressor gene that has been implicated in Beckwith-Wiedemann syndrome and sporadic cancers. In addition, decreased expression of p57(Kip2) protein has been frequently observed in pancreatic, lung, breast, bladder, gastrointestinal tract and prostate cancers. However, p57(Kip2) gene mutations are rare in these cancers suggesting that other unknown mechanisms might be at play in reducing its expression. The aim of this study was to investigate the molecular mechanism of down-regulation of p57(Kip2) in prostate cancer. FINDINGS: We observed a significant negative correlation between the expression of p57(Kip2) and microRNA-21 (miR-21) in prostate cancer samples and after androgen deprivation with castration in the CWR22 human prostate cancer xenograft model. We report that miR-21 targeted the coding region and decreased p57(Kip2) mRNA and protein levels in prostate cancer cells. Conversely, inhibition of endogenous miR-21 by an anti-miR-21 inhibitor strongly induced p57(Kip2) expression. Furthermore, we found that knockdown of p57(Kip2) reversed the effects of the anti-miR-21 inhibitor on cell migration and anchorage-independent cell growth. CONCLUSIONS: Our results indicate that miR-21 is able to downregulate p57(Kip2) expression by targeting the coding region of the gene and is also able to attenuate p57(Kip2) mediated functional responses. This is the first report demonstrating that p57(Kip2) is a novel target of miR-21 in prostate cancer and revealing a novel oncogenic function of this microRNA.


Asunto(s)
Inhibidor p57 de las Quinasas Dependientes de la Ciclina/genética , Inhibidor p57 de las Quinasas Dependientes de la Ciclina/metabolismo , MicroARNs/metabolismo , Neoplasias de la Próstata/genética , Animales , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Ratones , MicroARNs/genética , Trasplante de Neoplasias , Neoplasias de la Próstata/patología , Receptores Androgénicos/metabolismo
19.
Prostate ; 74(13): 1297-307, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-25065737

RESUMEN

BACKGROUND: Emerging evidence shows that nanomechanical phenotypes of circulating tumor cells (CTC) could become potential biomarkers for metastatic castration resistant prostate cancer (mCRPC). METHODS: To determine the nanomechanical phenotypes of CTCs we applied atomic force microscopy (AFM) employing the PeakForce quantitative nanomechanical (QNM) imaging. We assessed biophysical parameters (elasticity, deformation, and adhesion) of 130 CTCs isolated from blood samples from five castration sensitive (CS) and 12 castration resistant prostate cancer (CRPCa) patients. RESULTS: We found that CTCs from CRPCa patients are three times softer, three times more deformable, and seven times more adhesive than counterparts from CSPCa patients. Both nonsupervised hierarchical clustering and principle component analysis show that three combined nanomechanical parameters could constitute a valuable set to distinguish between CSPCa and CRPCa. CONCLUSIONS: [corrected] Our study indicates that nanomechanical phenotypes of CTCs may serve as novel and effective biomarkers for mCRPC.


Asunto(s)
Biomarcadores de Tumor/sangre , Células Neoplásicas Circulantes/patología , Neoplasias de la Próstata Resistentes a la Castración/diagnóstico , Neoplasias de la Próstata/diagnóstico , Recuento de Células , Humanos , Masculino , Células Neoplásicas Circulantes/metabolismo , Neoplasias de la Próstata/patología , Neoplasias de la Próstata Resistentes a la Castración/sangre , Neoplasias de la Próstata Resistentes a la Castración/patología
20.
Breast Cancer Res Treat ; 147(3): 653-9, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25234841

RESUMEN

Early pregnancy in women by the age of 20 is known to have a profound effect on reduction of lifelong breast cancer risk as compared to their nulliparous counterparts. Additional pregnancies further enhance the protection against breast cancer development. Nationwide trend of delayed pregnancy may contribute to the recently reported increase in the incidence of advanced breast cancer among young women in this country. The underlying mechanism for the parity-associated reduction of breast cancer risk is not clearly understood. The purpose of the current study is to use whole-genome DNA methylation profiling to explore a potential association between parity and epigenetic changes in breast tissue from women with early parity and nulliparity. Breast tissue was collected from age-matched cancer-free women with early parity (age < 20; n = 15) or nulliparity (n = 13). The methyl-CpG binding domain-based capture-sequencing technology was used for whole-genome DNA methylation profiling. Potential parity-associated hypermethylated genes were further verified by locus-specific pyrosequencing, using an expanded cohort of parous (n = 19) and nulliparous (n = 16) women that included the initial samples used in the global analysis. Our study identified six genes that are hypermethylated in the parous group (P < 0.05). Pyrosequencing confirmed parity-associated hypermethylation at multiple CpG islands of the FOXA1 gene, which encodes a pioneer factor that facilitates chromatin binding of estrogen receptor α. Our work identifies several potential methylation biomarkers for parity-associated breast cancer risk assessment. In addition, the results are consistent with the notion that parity-associated epigenetic silencing of FOXA1 contributes to long-term attenuation of the estrogenic impact on breast cancer development.


Asunto(s)
Neoplasias de la Mama/genética , Metilación de ADN , Factor Nuclear 3-alfa del Hepatocito/metabolismo , Paridad/genética , Proteínas Adaptadoras Transductoras de Señales/genética , Adulto , Mama/metabolismo , Mama/patología , Estudios de Cohortes , Islas de CpG , Epigénesis Genética , Femenino , Factores de Transcripción Forkhead/genética , Estudio de Asociación del Genoma Completo , Factores de Intercambio de Guanina Nucleótido , Factor Nuclear 3-alfa del Hepatocito/genética , Humanos , Mamoplastia , Glándulas Mamarias Humanas/patología , Glándulas Mamarias Humanas/cirugía , Embarazo , Adulto Joven
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