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1.
J Urol ; 202(2): 256-263, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31026217

RESUMEN

PURPOSE: A 2-gene, urine based molecular test that combines mRNA biomarkers with clinical factors can risk stratify patients for clinically significant prostate cancer. To ensure the generalizability of assay results we optimized and validated the clinical model for men with serum prostate specific antigen less than 10 ng/ml who were undergoing initial prostate biopsy. MATERIALS AND METHODS: Urine samples were collected from 1,955 men from The Netherlands, France and Germany prior to an initial prostate biopsy and study subjects were divided into training and validation cohorts. Urinary HOXC6 and DLX1 mRNA levels were quantified and RNA results were then combined with other risk factors in a clinical model optimized to detect ISUP (International Society of Urological Pathology) Grade Group 2 or greater prostate cancer in men with prostate specific antigen less than 10 ng/ml. Results in the validation cohort were compared with the PCPTRC (Prostate Cancer Prevention Trial Risk Calculator), version 2.0. RESULTS: The optimal clinical model included urinary HOXC6 and DLX1 mRNA levels, patient age, digital rectal examination and prostate specific antigen density (serum prostate specific antigen/prostate volume). In the 715 validation cohort subjects with prostate specific antigen less than 10 ng/ml the AUC was 0.82 with 89% sensitivity, 53% specificity and 95% negative predictive value. The PCPTRC AUC was 0.70. The full validation cohort of 916 men including all prostate specific antigen levels yielded an AUC of 0.85 with 93% sensitivity, 47% specificity and 95% negative predictive value. The PCPTRC AUC was 0.76. CONCLUSIONS: The 2-gene based urine assay, which is optimized for biopsy naïve patients with serum prostate specific antigen less than 10 ng/ml, demonstrated high sensitivity and negative predictive value to detect clinically significant prostate cancer. These data support using the test to help guide initial prostate biopsy decisions.


Asunto(s)
Proteínas de Homeodominio/genética , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/orina , ARN Mensajero/orina , Factores de Transcripción/genética , Anciano , Biomarcadores de Tumor/orina , Biopsia , Humanos , Masculino , Persona de Mediana Edad , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata/sangre , Estudios Retrospectivos
2.
Nucleic Acids Res ; 42(20): e157, 2014 Nov 10.
Artículo en Inglés | MEDLINE | ID: mdl-25237057

RESUMEN

Monoallelic gene expression is typically initiated early in the development of an organism. Dysregulation of monoallelic gene expression has already been linked to several non-Mendelian inherited genetic disorders. In humans, DNA-methylation is deemed to be an important regulator of monoallelic gene expression, but only few examples are known. One important reason is that current, cost-affordable truly genome-wide methods to assess DNA-methylation are based on sequencing post-enrichment. Here, we present a new methodology based on classical population genetic theory, i.e. the Hardy-Weinberg theorem, that combines methylomic data from MethylCap-seq with associated SNP profiles to identify monoallelically methylated loci. Applied on 334 MethylCap-seq samples of very diverse origin, this resulted in the identification of 80 genomic regions featured by monoallelic DNA-methylation. Of these 80 loci, 49 are located in genic regions of which 25 have already been linked to imprinting. Further analysis revealed statistically significant enrichment of these loci in promoter regions, further establishing the relevance and usefulness of the method. Additional validation was done using both 14 whole-genome bisulfite sequencing data sets and 16 mRNA-seq data sets. Importantly, the developed approach can be easily applied to other enrichment-based sequencing technologies, like the ChIP-seq-based identification of monoallelic histone modifications.


Asunto(s)
Alelos , Metilación de ADN , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN/métodos , Sitios Genéticos , Genómica , Humanos , Análisis de Secuencia de ARN
3.
J Pathol ; 231(1): 53-62, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23674368

RESUMEN

Transformation of epithelial cells by high-risk human papillomavirus (hrHPV) types can lead to anogenital carcinomas, particularly cervical cancer, and oropharyngeal cancers. This process is associated with DNA methylation alterations, often affecting tumour suppressor gene expression. This study aimed to comprehensively unravel genome-wide DNA methylation events linked to a transforming hrHPV-infection, which is driven by deregulated expression of the viral oncogenes E6 and E7 in dividing cells. Primary human keratinocytes transduced with HPV16E6E7 and their untransduced counterparts were subjected to methylation-specific digital karyotyping (MSDK) to screen for genome-wide DNA-methylation changes at different stages of HPV-induced transformation. Integration of the obtained methylation profiles with genome-wide gene expression patterns of cervical carcinomas identified 34 genes with increased methylation in HPV-transformed cells and reduced expression in cervical carcinomas. For 12 genes (CLIC3, CREB3L1, FAM19A4, LFNG, LHX1, MRC2, NKX2-8, NPTX-1, PHACTR3, PRDM14, SOST and TNFSF13) specific methylation in HPV-containing cell lines was confirmed by semi-quantitative methylation-specific PCR. Subsequent analysis of FAM19A4, LHX1, NKX2-8, NPTX-1, PHACTR3 and PRDM14 in cervical tissue specimens showed increasing methylation levels for all genes with disease progression. All six genes were frequently methylated in cervical carcinomas, with highest frequencies (up to 100%) seen for FAM19A4, PHACTR3 and PRDM14. Analysis of hrHPV-positive cervical scrapes revealed significantly increased methylation levels of the latter three genes in women with high-grade cervical disease compared to controls. In conclusion, MSDK analysis of HPV16-transduced keratinocytes at different stages of HPV-induced transformation resulted in the identification of novel DNA methylation events, involving FAM19A4, LHX1, NKX2-8, PHACTR3 and PRDM14 genes in cervical carcinogenesis. These genes may provide promising triage markers to assess the presence of (pre)cancerous cervical lesions in hrHPV-positive women.


Asunto(s)
Metilación de ADN , Queratinocitos/metabolismo , Proteínas Oncogénicas Virales/genética , Proteínas E7 de Papillomavirus/genética , Infecciones por Papillomavirus/genética , Proteínas Represoras/genética , Neoplasias del Cuello Uterino/genética , Biomarcadores de Tumor/genética , Línea Celular , Transformación Celular Neoplásica/genética , Transformación Celular Viral , Epigénesis Genética , Femenino , Regulación Viral de la Expresión Génica/fisiología , Papillomavirus Humano 16/fisiología , Humanos , Cariotipificación/métodos , Queratinocitos/virología , Infecciones por Papillomavirus/virología , Lesiones Precancerosas , Reacción en Cadena en Tiempo Real de la Polimerasa , Transducción Genética , Transfección , Neoplasias del Cuello Uterino/virología
4.
BMC Genomics ; 14: 648, 2013 Sep 23.
Artículo en Inglés | MEDLINE | ID: mdl-24059539

RESUMEN

BACKGROUND: It was long assumed that proteins are at least 100 amino acids (AAs) long. Moreover, the detection of short translation products (e.g. coded from small Open Reading Frames, sORFs) is very difficult as the short length makes it hard to distinguish true coding ORFs from ORFs occurring by chance. Nevertheless, over the past few years many such non-canonical genes (with ORFs < 100 AAs) have been discovered in different organisms like Arabidopsis thaliana, Saccharomyces cerevisiae, and Drosophila melanogaster. Thanks to advances in sequencing, bioinformatics and computing power, it is now possible to scan the genome in unprecedented scrutiny, for example in a search of this type of small ORFs. RESULTS: Using bioinformatics methods, we performed a systematic search for putatively functional sORFs in the Mus musculus genome. A genome-wide scan detected all sORFs which were subsequently analyzed for their coding potential, based on evolutionary conservation at the AA level, and ranked using a Support Vector Machine (SVM) learning model. The ranked sORFs are finally overlapped with ribosome profiling data, hinting to sORF translation. All candidates are visually inspected using an in-house developed genome browser. In this way dozens of highly conserved sORFs, targeted by ribosomes were identified in the mouse genome, putatively encoding micropeptides. CONCLUSION: Our combined genome-wide approach leads to the prediction of a comprehensive but manageable set of putatively coding sORFs, a very important first step towards the identification of a new class of bioactive peptides, called micropeptides.


Asunto(s)
Biología Computacional/métodos , Simulación por Computador , Genoma/genética , Sistemas de Lectura Abierta/genética , Ribosomas/genética , Animales , Secuencia de Bases , ADN Intergénico/genética , Células Madre Embrionarias/metabolismo , Ratones , Datos de Secuencia Molecular , Péptidos/genética , ARN no Traducido/genética , Reproducibilidad de los Resultados , Alineación de Secuencia
5.
J Exp Bot ; 64(12): 3885-98, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23881398

RESUMEN

One of the reasons for the progressive yield decline observed in aerobic rice production is the rapid build-up of populations of the rice root knot nematode Meloidogyne graminicola. These nematodes induce specialized feeding cells inside root tissue, called giant cells. By injecting effectors in and sipping metabolites out of these cells, they reprogramme normal cell development and deprive the plant of its nutrients. In this research we have studied the transcriptome of giant cells in rice, after isolation of these cells by laser-capture microdissection. The expression profiles revealed a general induction of primary metabolism inside the giant cells. Although the roots were shielded from light induction, we detected a remarkable induction of genes involved in chloroplast biogenesis and tetrapyrrole synthesis. The presence of chloroplast-like structures inside these dark-grown cells was confirmed by confocal microscopy. On the other hand, genes involved in secondary metabolism and more specifically, the majority of defence-related genes were strongly suppressed in the giant cells. In addition, significant induction of transcripts involved in epigenetic processes was detected inside these cells 7 days after infection.


Asunto(s)
Oryza/genética , Oryza/parasitología , Tylenchoidea/fisiología , Animales , Homeostasis , Captura por Microdisección con Láser , Microscopía Confocal , Datos de Secuencia Molecular , Oryza/citología , Oryza/crecimiento & desarrollo , Células Vegetales/metabolismo , Reguladores del Crecimiento de las Plantas/metabolismo , Raíces de Plantas/citología , Raíces de Plantas/genética , Raíces de Plantas/crecimiento & desarrollo , Raíces de Plantas/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Análisis de Secuencia de ARN , Transcriptoma
6.
New Phytol ; 196(3): 887-900, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-22985291

RESUMEN

Rice is one of the most important staple crops worldwide, but its yield is compromised by different pathogens, including plant-parasitic nematodes. In this study we have characterized specific and general responses of rice (Oryza sativa) roots challenged with two endoparasitic nematodes with very different modes of action. Local transcriptional changes in rice roots upon root knot (Meloidogyne graminicola) and root rot nematode (RRN, Hirschmanniella oryzae) infection were studied at two time points (3 and 7 d after infection, dai), using mRNA-seq. Our results confirm that root knot nematodes (RKNs), which feed as sedentary endoparasites, stimulate metabolic pathways in the root, and enhance nutrient transport towards the induced root gall. The migratory RRNs, on the other hand, induce programmed cell death and oxidative stress, and obstruct the normal metabolic activity of the root. While RRN infection causes up-regulation of biotic stress-related genes early in the infection, the sedentary RKNs suppress the local defense pathways (e.g. salicylic acid and ethylene pathways). Interestingly, hormone pathways mainly involved in plant development were strongly induced (gibberellin) or repressed (cytokinin) at 3 dai. These results uncover previously unrecognized nematode-induced expression profiles related to their specific infection strategy.


Asunto(s)
Regulación de la Expresión Génica de las Plantas , Oryza/parasitología , Raíces de Plantas/parasitología , Transcripción Genética , Tylenchoidea/patogenicidad , Animales , Muerte Celular , Pared Celular/genética , Pared Celular/metabolismo , Conducta Alimentaria , Perfilación de la Expresión Génica , Genes de Plantas , Células Gigantes/metabolismo , Interacciones Huésped-Parásitos , Oryza/genética , Raíces de Plantas/genética , Tumores de Planta/parasitología , ARN Mensajero/genética , ARN Mensajero/metabolismo , ARN de Planta/análisis , ARN de Planta/genética , Análisis de Secuencia de ARN , Transducción de Señal , Factores de Tiempo , Transcriptoma , Tylenchoidea/fisiología
7.
Plant Physiol ; 155(3): 1091-102, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21224338

RESUMEN

The tobacco (Nicotiana tabacum) agglutinin or Nictaba is a member of a novel class of plant lectins residing in the nucleus and the cytoplasm of tobacco cells. Since tobacco lectin expression is only observed after the plant has been subjected to stress situations such as jasmonate treatment or insect attack, Nictaba is believed to act as a signaling protein involved in the stress physiology of the plant. In this paper, a nuclear proteomics approach was followed to identify the binding partners for Nictaba in the nucleus and the cytoplasm of tobacco cv Xanthi cells. Using lectin affinity chromatography and pull-down assays, it was shown that Nictaba interacts primarily with histone proteins. Binding of Nictaba with histone H2B was confirmed in vitro using affinity chromatography of purified calf thymus histone proteins on a Nictaba column. Elution of Nictaba-interacting histone proteins was achieved with 1 m N-acetylglucosamine (GlcNAc). Moreover, mass spectrometry analyses indicated that the Nictaba-interacting histone proteins are modified by O-GlcNAc. Since the lectin-histone interaction was shown to be carbohydrate dependent, it is proposed that Nictaba might fulfill a signaling role in response to stress by interacting with O-GlcNAcylated proteins in the plant cell nucleus.


Asunto(s)
Histonas/metabolismo , Nicotiana/metabolismo , Lectinas de Plantas/metabolismo , Acetilglucosamina/metabolismo , Animales , Anticuerpos/metabolismo , Bovinos , Extractos Celulares , Fraccionamiento Celular , Núcleo Celular/metabolismo , Células Cultivadas , Cromatografía de Afinidad , Retículo Endoplásmico/metabolismo , Glicosilación , Histonas/química , Humanos , Espectrometría de Masas , Unión Proteica , Protoplastos/metabolismo , Especificidad por Sustrato , Nicotiana/citología , Aglutininas del Germen de Trigo/metabolismo
8.
J Exp Bot ; 63(5): 2141-57, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22213813

RESUMEN

Despite the major physiological dissimilarities between mature root regions and their tips, differences in their gene expression profiles remain largely unexplored. In this research, the transcriptome of rice (Oryza sativa L. subsp. japonica) mature root tissue and root tips was monitored using mRNA-Seq at two time points. Almost 50 million 76 bp reads were mapped onto the rice genome sequence, expression patterns for different tissues and time points were investigated, and at least 1106 novel transcriptionally active regions (nTARs) expressed in rice root tissue were detected. More than 30 000 genes were found to be expressed in rice roots, among which were 1761 root-enriched and 306 tip-enriched transcripts. Mature root tissue appears to respond more strongly to external stimuli than tips, showing a higher expression of, for instance, auxin-responsive and abscisic acid-responsive genes, as well as the phenylpropanoid pathway and photosynthesis upon light. The root tip-enriched transcripts are mainly involved in mitochondrial electron transport, organelle development, secondary metabolism, DNA replication and metabolism, translation, and cellular component organization. During root maturation, genes involved in cell wall biosynthesis and modification, response to oxidative stress, and secondary metabolism were activated. For some nTARs, a potential role in root development can be put forward based on homology to genes involved in CLAVATA signalling, cell cycle regulators, and hormone signalling. A subset of differentially expressed genes and novel transcripts was confirmed using (quantitative) reverse transcription-PCR. These results uncover previously unrecognized tissue-specific expression profiles and provide an interesting starting point to study the different regulation of transcribed regions of these tissues.


Asunto(s)
Regulación de la Expresión Génica de las Plantas/genética , Meristema/genética , Oryza/genética , Raíces de Plantas/genética , Transcriptoma/genética , Ácido Abscísico/metabolismo , Mapeo Cromosómico , Biblioteca de Genes , Secuenciación de Nucleótidos de Alto Rendimiento , Hidroponía , Ácidos Indolacéticos/metabolismo , Meristema/crecimiento & desarrollo , Meristema/fisiología , Anotación de Secuencia Molecular , Especificidad de Órganos , Oryza/crecimiento & desarrollo , Oryza/fisiología , Reguladores del Crecimiento de las Plantas/metabolismo , Raíces de Plantas/crecimiento & desarrollo , Raíces de Plantas/fisiología , ARN Mensajero/genética , Factores de Tiempo
9.
Sci Rep ; 8(1): 13617, 2018 09 11.
Artículo en Inglés | MEDLINE | ID: mdl-30206342

RESUMEN

Upon soy consumption, isoflavone metabolites attain bioactive concentrations in breast tissue possibly affecting health. Though in vitro epigenetic activity of soy metabolites has been described, the in vivo impact on the epigenome is largely unknown. Therefore, in this case-control study, the breast glandular tissue DNA methylome was explored in women undergoing an aesthetic breast reduction. After a run-in phase, 10 generally healthy Belgian or Dutch women received soymilk for 5 days. MethylCap-seq methylation profiles were compared with those of 10 matched controls. Isoflavones and their microbial metabolites were quantified in urine, serum, and glandular breast tissue (liquid chromatography-mass spectrometry) and 17ß-estradiol in glandular breast tissue (immunoassay). Global DNA methylation levels were obtained for 6 cases and 5 controls using liquid chromatography-mass spectrometry. Although lower MethylCap-seq coverages were observed, mass spectrometry results and computational LINE-1 methylation analysis did not provide evidence supporting global methylation alterations upon treatment. At a false discovery rate of 0.05, no differentially methylated loci were identified. Moreover, a set of previously identified loci was specifically tested, but earlier reported results could not be validated. In conclusion, after a 5-day soymilk treatment, no major general epigenetic reprogramming in breast tissue could be found in this exploratory study.


Asunto(s)
Neoplasias de la Mama/metabolismo , Metilación de ADN , ADN de Neoplasias/metabolismo , Epigénesis Genética/efectos de los fármacos , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Leche de Soja/administración & dosificación , Adolescente , Adulto , Neoplasias de la Mama/patología , Femenino , Humanos , Persona de Mediana Edad
10.
Clin Cancer Res ; 23(14): 3813-3822, 2017 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-28119363

RESUMEN

Purpose: Epigenetic host cell changes involved in cervical cancer development following a persistent high-risk human papillomavirus (hrHPV) infection, provide promising markers for the management of hrHPV-positive women. In particular, markers based on DNA methylation of tumor suppressor gene promoters are valuable. These markers ideally identify hrHPV-positive women with precancer (CIN2/3) in need of treatment. Here, we set out to identify biologically relevant methylation markers by genome-wide methylation analysis of both hrHPV-transformed cell lines and cervical tissue specimens.Experimental Design and Results: Genome-wide discovery by next-generation sequencing (NGS) of methyl-binding domain-enriched DNA (MBD-Seq) yielded 20 candidate methylation target genes. Further verification and validation by multiplex-targeted bisulfite NGS and (quantitative) methylation-specific PCR (MSP) resulted in 3 genes (GHSR, SST, and ZIC1) that showed a significant increase in methylation with severity of disease in both tissue specimens and cervical scrapes (P < 0.005). The area under the ROC curve for CIN3 or worse varied between 0.86 and 0.89. Within the group of CIN2/3, methylation levels of all 3 genes increased with duration of lesion existence (P < 0.0005), characterized by duration of preceding hrHPV infection, and were significantly higher in the presence of a 3q gain (P < 0.05) in the corresponding tissue biopsy.Conclusions: By unbiased genome-wide DNA methylation profiling and comprehensive stepwise verification and validation studies using in vitro and patient-derived samples, we identified 3 promising methylation markers (GHSR, SST, and ZIC1) associated with a 3q gain for the detection of cervical (pre)cancer. Clin Cancer Res; 23(14); 3813-22. ©2017 AACR.


Asunto(s)
Metilación de ADN/genética , Lesiones Precancerosas/genética , Receptores de Ghrelina/genética , Somatostatina/genética , Factores de Transcripción/genética , Neoplasias del Cuello Uterino/genética , Biomarcadores de Tumor/genética , Línea Celular Tumoral , Cromosomas Humanos Par 3/genética , Femenino , Genoma Humano , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Papillomaviridae/patogenicidad , Lesiones Precancerosas/patología , Neoplasias del Cuello Uterino/patología
11.
Oncotarget ; 8(38): 63140-63154, 2017 Sep 08.
Artículo en Inglés | MEDLINE | ID: mdl-28968978

RESUMEN

Diversity in colorectal cancer biology is associated with variable responses to standard chemotherapy. We aimed to identify and validate DNA hypermethylated genes as predictive biomarkers for irinotecan treatment of metastatic CRC patients. Candidate genes were selected from 389 genes involved in DNA Damage Repair by correlation analyses between gene methylation status and drug response in 32 cell lines. A large series of samples (n=818) from two phase III clinical trials was used to evaluate these candidate genes by correlating methylation status to progression-free survival after treatment with first-line single-agent fluorouracil (Capecitabine or 5-fluorouracil) or combination chemotherapy (Capecitabine or 5-fluorouracil plus irinotecan (CAPIRI/FOLFIRI)). In the discovery (n=185) and initial validation set (n=166), patients with methylated Decoy Receptor 1 (DCR1) did not benefit from CAPIRI over Capecitabine treatment (discovery set: HR=1.2 (95%CI 0.7-1.9, p=0.6), validation set: HR=0.9 (95%CI 0.6-1.4, p=0.5)), whereas patients with unmethylated DCR1 did (discovery set: HR=0.4 (95%CI 0.3-0.6, p=0.00001), validation set: HR=0.5 (95%CI 0.3-0.7, p=0.0008)). These results could not be replicated in the external data set (n=467), where a similar effect size was found in patients with methylated and unmethylated DCR1 for FOLFIRI over 5FU treatment (methylated DCR1: HR=0.7 (95%CI 0.5-0.9, p=0.01), unmethylated DCR1: HR=0.8 (95%CI 0.6-1.2, p=0.4)). In conclusion, DCR1 promoter hypermethylation status is a potential predictive biomarker for response to treatment with irinotecan, when combined with capecitabine. This finding could not be replicated in an external validation set, in which irinotecan was combined with 5FU. These results underline the challenge and importance of extensive clinical evaluation of candidate biomarkers in multiple trials.

12.
Oncotarget ; 7(18): 25241-50, 2016 May 03.
Artículo en Inglés | MEDLINE | ID: mdl-27029034

RESUMEN

BACKGROUND: Genetic intratumoral heterogeneity (ITH) hinders biomarker development in metastatic clear cell renal cancer (mccRCC). Epigenetic relative to genetic ITH or the presence of consistent epigenetic changes following targeted therapy in mccRCC have not been evaluated. The aim of this study was to determine methylome/genetic ITH and to evaluate specific epigenetic and genetic changes associated with sunitinib therapy. PATIENTS AND METHODS: Multi-region DNA sampling performed on sequential frozen pairs of primary tumor tissue from 14 metastatic ccRCC patients, in the Upfront Sunitinib (SU011248) Therapy Followed by Surgery in Patients with Metastatic Renal Cancer: a Pilot Phase II Study (SuMR; ClinicalTrials.gov identifier: NCT01024205), at presentation (biopsy) and after 3-cycles of 50mg sunitinib (nephrectomy). Untreated biopsy and nephrectomy samples before and after renal artery ligation were controls. Ion Proton sequencing of 48 key ccRCC genes, and MethylCap-seq DNA methylation analysis was performed, data was analysed using the statistical computing environment R. RESULTS: Unsupervised hierarchical clustering revealed complete methylome clustering of biopsy and three nephrectomy samples for each patient (14/14 patients). For mutational status, untreated biopsy and all treated nephrectomy samples clustered together in 8/13 (61.5%) patients. The only methylation target significantly altered following sunitinib therapy was VHL promoter region 7896829 which was hypermethylated with treatment (FDR=0.077, P<0.001) and consistent for all patients (pre-treatment 50% patients had VHL mutations, 14% patients VHL hypermethylation). Renal artery ligation did not affect this result. No significant differences in driver or private mutation count was found with sunitinib treatment. CONCLUSIONS: Demonstration of relative methylome homogeneity and consistent VHL hypermethylation, after sunitinib, may overcome the hurdle of ITH present at other molecular levels for biomarker research.


Asunto(s)
Antineoplásicos/uso terapéutico , Carcinoma de Células Renales/genética , Indoles/uso terapéutico , Neoplasias Renales/genética , Pirroles/uso terapéutico , Proteína Supresora de Tumores del Síndrome de Von Hippel-Lindau/genética , Carcinoma de Células Renales/tratamiento farmacológico , Análisis por Conglomerados , Metilación de ADN/efectos de los fármacos , Análisis Mutacional de ADN , Epigénesis Genética/efectos de los fármacos , Femenino , Humanos , Neoplasias Renales/tratamiento farmacológico , Masculino , Persona de Mediana Edad , Proyectos Piloto , Regiones Promotoras Genéticas/efectos de los fármacos , Regiones Promotoras Genéticas/genética , Sunitinib
13.
Clin Cancer Res ; 22(18): 4612-22, 2016 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-27121793

RESUMEN

PURPOSE: WRN promoter CpG island hypermethylation in colorectal cancer has been reported to increase sensitivity to irinotecan-based therapies. We aimed to characterize methylation of the WRN promoter, determine the effect of WRN promoter hypermethylation upon expression, and validate a previous report that WRN promoter hypermethylation predicts improved outcomes for patients with metastatic colorectal cancer (mCRC) treated with irinotecan-based therapy. EXPERIMENTAL DESIGN: WRN methylation status was assessed using methylation-specific PCR and bisulfite sequencing assays. WRN expression was determined using qRT-PCR and Western blotting. WRN methylation status was correlated with overall survival (OS) and progression-free survival (PFS) in 183 patients with mCRC. Among these patients, 90 received capecitabine monotherapy as first-line therapy, and 93 received capecitabine plus irinotecan (CAPIRI) therapy as part of the CAIRO phase III clinical trial. RESULTS: WRN mRNA and WRN protein expression levels were low in colorectal cancer cell lines and in primary colorectal cancer and were largely independent of WRN methylation status. Patients with methylated WRN colorectal cancer had a shorter OS compared with patients who had unmethylated WRN colorectal cancer (HR = 1.6; 95% confidence interval [CI], 1.2-2.2; P = 0.003). Patients with unmethylated WRN showed a significantly longer PFS when treated with CAPIRI compared with capecitabine alone (HR = 0.48; 95% CI, 0.32-0.70; P = 0.0001). In contrast, patients did not benefit from adding irinotecan to capecitabine when WRN was methylated (HR = 1.1; 95% CI, 0.69-1.77; P = 0.7). CONCLUSIONS: WRN expression is largely independent of WRN promoter hypermethylation in colorectal cancer. Moreover, we could not validate the previous finding that WRN promoter hypermethylation predicts improved clinical outcomes of mCRC treated with irinotecan-based therapy and found instead the opposite result. Clin Cancer Res; 22(18); 4612-22. ©2016 AACR.


Asunto(s)
Neoplasias Colorrectales/genética , Neoplasias Colorrectales/mortalidad , Islas de CpG , Metilación de ADN , Regiones Promotoras Genéticas , Helicasa del Síndrome de Werner/genética , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Camptotecina/administración & dosificación , Camptotecina/análogos & derivados , Línea Celular Tumoral , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/patología , Expresión Génica , Humanos , Irinotecán , Metástasis de la Neoplasia , Estadificación de Neoplasias , Pronóstico , Modelos de Riesgos Proporcionales
14.
Eur Urol ; 70(5): 740-748, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27108162

RESUMEN

BACKGROUND: To reduce overdiagnosis and overtreatment, a test is urgently needed to detect clinically significant prostate cancer (PCa). OBJECTIVE: To develop a multimodal model, incorporating previously identified messenger RNA (mRNA) biomarkers and traditional risk factors that could be used to identify patients with high-grade PCa (Gleason score ≥7) on prostate biopsy. DESIGN, SETTING, AND PARTICIPANTS: In two prospective multicenter studies, urine was collected for mRNA profiling after digital rectal examination (DRE) and prior to prostate biopsy. The multimodal risk score was developed on a first cohort (n=519) and subsequently validated clinically in an independent cohort (n=386). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The mRNA levels were measured using reverse transcription quantitative polymerase chain reaction. Logistic regression was used to model patient risk and combine risk factors. Models were compared using the area under the curve (AUC) of the receiver operating characteristic, and clinical utility was evaluated with a decision curve analysis (DCA). RESULTS AND LIMITATIONS: HOXC6 and DLX1 mRNA levels were shown to be good predictors for the detection of high-grade PCa. The multimodal approach reached an overall AUC of 0.90 (95% confidence interval [CI], 0.85-0.95) in the validation cohort (AUC 0.86 in the training cohort), with the mRNA signature, prostate-specific antigen (PSA) density, and previous cancer-negative prostate biopsies as the strongest, most significant components, in addition to nonsignificant model contributions of PSA, age, and family history. For another model, which included DRE as an additional risk factor, an AUC of 0.86 (95% CI, 0.80-0.92) was obtained (AUC 0.90 in the training cohort). Both models were successfully validated, with no significant change in AUC in the validation cohort, and DCA indicated a strong net benefit and the best reduction in unnecessary biopsies compared with other clinical decision-making tools, such as the Prostate Cancer Prevention Trial risk calculator and the PCA3 assay. CONCLUSIONS: The risk score based on the mRNA liquid biopsy assay combined with traditional clinical risk factors identified men at risk of harboring high-grade PCa and resulted in a better patient risk stratification compared with current methods in clinical practice. Therefore, the risk score could reduce the number of unnecessary prostate biopsies. PATIENT SUMMARY: This study evaluated a novel urine-based assay that could be used as a noninvasive diagnostic aid for high-grade prostate cancer (PCa). When results of this assay are combined with traditional clinical risk factors, risk stratification for high-grade PCa and biopsy decision making are improved.


Asunto(s)
Proteínas de Homeodominio/genética , Uso Excesivo de los Servicios de Salud/prevención & control , Neoplasias de la Próstata , ARN Mensajero , Factores de Transcripción/genética , Anciano , Biomarcadores de Tumor/genética , Toma de Decisiones Clínicas/métodos , Humanos , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Selección de Paciente , Próstata/patología , Antígeno Prostático Específico/análisis , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/terapia , Neoplasias de la Próstata/orina , ARN Mensajero/análisis , ARN Mensajero/orina , Reproducibilidad de los Resultados , Proyectos de Investigación , Medición de Riesgo/métodos , Factores de Riesgo
15.
Nutr Metab (Lond) ; 12: 54, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26664459

RESUMEN

BACKGROUND: Casein-free, gluten-free diets have been reported to mitigate some of the inflammatory gastrointestinal and behavioral traits associated with autism, but the mechanism for this palliative effect has not been elucidated. We recently showed that the opioid peptide beta-casomorphin-7, derived from bovine (bBCM7) milk, decreases cysteine uptake, lowers levels of the antioxidant glutathione (GSH) and decreases the methyl donor S-adenosylmethionine (SAM) in both Caco-2 human GI epithelial cells and SH-SY5Y human neuroblastoma cells. While human breast milk can also release a similar peptide (hBCM-7), the bBCM7 and hBCM-7 vary greatly in potency; as the bBCM-7 is highly potent and similar to morphine in it's effects. Since SAM is required for DNA methylation, we wanted to further investigate the epigenetic effects of these food-derived opioid peptides. In the current study the main objective was to characterize functional pathways and key genes responding to DNA methylation effects of food-derived opioid peptides. METHODS: SH-SY5Y neuroblastoma cells were treated with 1 µM hBCM7 and bBCM7 and RNA and DNA were isolated after 4 h with or without treatment. Transcriptional changes were assessed using a microarray approach and CpG methylation status was analyzed at 450,000 CpG sites. Functional implications from both endpoints were evaluated via Ingenuity Pathway Analysis 4.0 and KEGG pathway analysis was performed to identify biological interactions between transcripts that were significantly altered at DNA methylation or transcriptional levels (p < 0.05, FDR <0.1). RESULTS: Here we show that hBCM7 and bBCM7, as well as morphine, cause epigenetic changes affecting gene pathways related to gastrointestinal disease and inflammation. These epigenetic consequences exhibited the same potency order as opiate inhibition of cysteine uptake insofar as hBCM7 was less potent than bBCM7, which was less potent than morphine. CONCLUSION: Our findings indicate that epigenetic effects of milk-derived opiate peptides may contribute to GI dysfunction and inflammation in sensitive individuals. While the current study was performed using SH-SY5Y neuronal cellular models, similar actions on other cells types might combine to cause symptoms of intolerance. These actions may provide a potential contributing mechanism for the beneficial effects of a casein-free diet in alleviating gastrointestinal symptoms in neurological conditions including autism and other conditions. Lastly, our study also contributes to the evolving awareness of a "gut-brain connection".

16.
Sci Rep ; 5: 15375, 2015 Oct 20.
Artículo en Inglés | MEDLINE | ID: mdl-26482909

RESUMEN

Two cost-efficient genome-scale methodologies to assess DNA-methylation are MethylCap-seq and Illumina's Infinium HumanMethylation450 BeadChips (HM450). Objective information regarding the best-suited methodology for a specific research question is scant. Therefore, we performed a large-scale evaluation on a set of 70 brain tissue samples, i.e. 65 glioblastoma and 5 non-tumoral tissues. As MethylCap-seq coverages were limited, we focused on the inherent capacity of the methodology to detect methylated loci rather than a quantitative analysis. MethylCap-seq and HM450 data were dichotomized and performances were compared using a gold standard free Bayesian modelling procedure. While conditional specificity was adequate for both approaches, conditional sensitivity was systematically higher for HM450. In addition, genome-wide characteristics were compared, revealing that HM450 probes identified substantially fewer regions compared to MethylCap-seq. Although results indicated that the latter method can detect more potentially relevant DNA-methylation, this did not translate into the discovery of more differentially methylated loci between tumours and controls compared to HM450. Our results therefore indicate that both methodologies are complementary, with a higher sensitivity for HM450 and a far larger genome-wide coverage for MethylCap-seq, but also that a more comprehensive character does not automatically imply more significant results in biomarker studies.


Asunto(s)
Metilación de ADN , Epigénesis Genética , Epigenómica , Estudio de Asociación del Genoma Completo , Alelos , Estudios de Casos y Controles , Biología Computacional/métodos , Islas de CpG , Epigenómica/métodos , Epigenómica/normas , Estudio de Asociación del Genoma Completo/métodos , Estudio de Asociación del Genoma Completo/normas , Glioblastoma/genética , Humanos , Anotación de Secuencia Molecular , Sensibilidad y Especificidad
17.
Environ Mol Mutagen ; 55(3): 155-70, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24327356

RESUMEN

Epigenetics refers to the collection of heritable features that modulate the genome-environment interaction without being encoded in the actual DNA sequence. While being mitotically and sometimes even meiotically transmitted, epigenetic traits often demonstrate extensive flexibility. This allows cells to acquire diverse gene expression patterns during differentiation, but also to adapt to a changing environment. However, epigenetic alterations are not always beneficial to the organism, as they are, for example, frequently identified in human diseases such as cancer. Accurate and cost-efficient genome-scale profiling of epigenetic features is thus of major importance to pinpoint these "epimutations," for example, to monitor the epigenetic impact of environmental exposure. Over the last decade, the field of epigenetics has been revolutionized by several innovative "epigenomics" technologies exactly addressing this need. In this review, we discuss and compare widely used next-generation methods to assess DNA methylation and hydroxymethylation, noncoding RNA expression, histone modifications, and nucleosome positioning. Although recent methods are typically based on "second-generation" sequencing, we also pay attention to still commonly used array- and PCR-based methods, and look forward to the additional advantages of single-molecule sequencing. As the current bottleneck in epigenomics research is the analysis rather than generation of data, the basic difficulties and problem-solving strategies regarding data preprocessing and statistical analysis are introduced for the different technologies. Finally, we also consider the complications associated with epigenomic studies of species with yet unsequenced genomes and possible solutions.


Asunto(s)
Epigénesis Genética , Epigenómica , Perfilación de la Expresión Génica/métodos , Histonas/química , Nucleosomas/química , Animales , Inmunoprecipitación de Cromatina , Biología Computacional/métodos , Metilación de ADN , Exposición a Riesgos Ambientales , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Reacción en Cadena de la Polimerasa/métodos , ARN no Traducido/genética , Análisis de Secuencia de ADN/métodos , Sulfitos/química
18.
J Nutr Biochem ; 25(10): 1011-8, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25018147

RESUMEN

Dietary interventions like gluten-free and casein-free diets have been reported to improve intestinal, autoimmune and neurological symptoms in patients with a variety of conditions; however, the underlying mechanism of benefit for such diets remains unclear. Epigenetic programming, including CpG methylation and histone modifications, occurring during early postnatal development can influence the risk of disease in later life, and such programming may be modulated by nutritional factors such as milk and wheat, especially during the transition from a solely milk-based diet to one that includes other forms of nutrition. The hydrolytic digestion of casein (a major milk protein) and gliadin (a wheat-derived protein) releases peptides with opioid activity, and in the present study, we demonstrate that these food-derived proline-rich opioid peptides modulate cysteine uptake in cultured human neuronal and gastrointestinal (GI) epithelial cells via activation of opioid receptors. Decreases in cysteine uptake were associated with changes in the intracellular antioxidant glutathione and the methyl donor S-adenosylmethionine. Bovine and human casein-derived opioid peptides increased genome-wide DNA methylation in the transcription start site region with a potency order similar to their inhibition of cysteine uptake. Altered expression of genes involved in redox and methylation homeostasis was also observed. These results illustrate the potential of milk- and wheat-derived peptides to exert antioxidant and epigenetic changes that may be particularly important during the postnatal transition from placental to GI nutrition. Differences between peptides derived from human and bovine milk may contribute to developmental differences between breastfed and formula-fed infants. Restricted antioxidant capacity, caused by wheat- and milk-derived opioid peptides, may predispose susceptible individuals to inflammation and systemic oxidation, partly explaining the benefits of gluten-free or casein-free diets.


Asunto(s)
Antioxidantes/farmacología , Cisteína/metabolismo , Epigénesis Genética , Péptidos Opioides/farmacología , Animales , Células CACO-2 , Caseínas/metabolismo , Línea Celular Tumoral , Metilación de ADN/efectos de los fármacos , Células Epiteliales/efectos de los fármacos , Células Epiteliales/metabolismo , Gliadina/metabolismo , Glutatión/metabolismo , Humanos , Hidrólisis , Mucosa Intestinal/metabolismo , Modelos Lineales , Leche/química , Péptidos Opioides/aislamiento & purificación , Oxidación-Reducción , S-Adenosilmetionina/metabolismo , Triticum/química
19.
PLoS One ; 9(12): e113800, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25503062

RESUMEN

Structural genomic variations play an important role in human disease and phenotypic diversity. With the rise of high-throughput sequencing tools, mate-pair/paired-end/single-read sequencing has become an important technique for the detection and exploration of structural variation. Several analysis tools exist to handle different parts and aspects of such sequencing based structural variation analyses pipelines. A comprehensive analysis platform to handle all steps, from processing the sequencing data, to the discovery and visualization of structural variants, is missing. The ViVar platform is built to handle the discovery of structural variants, from Depth Of Coverage analysis, aberrant read pair clustering to split read analysis. ViVar provides you with powerful visualization options, enables easy reporting of results and better usability and data management. The platform facilitates the processing, analysis and visualization, of structural variation based on massive parallel sequencing data, enabling the rapid identification of disease loci or genes. ViVar allows you to scale your analysis with your work load over multiple (cloud) servers, has user access control to keep your data safe and is easy expandable as analysis techniques advance. URL: https://www.cmgg.be/vivar/


Asunto(s)
Biología Computacional/métodos , Variación Estructural del Genoma , Genoma Humano , Humanos , Internet , Cariotipo
20.
Epigenomics ; 6(6): 603-22, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25531255

RESUMEN

DNA methylation is a stable covalent epigenetic modification of primarily CpG dinucleotides that has recently gained considerable attention for its use as a biomarker in different clinical settings, including disease diagnosis, prognosis and therapeutic response prediction. Although the advent of genome-wide DNA methylation profiling in primary disease tissue has provided a manifold resource for biomarker development, only a tiny fraction of DNA methylation-based assays have reached clinical testing. Here, we provide a critical overview of different analytical methods that are suitable for biomarker validation, including general study design considerations, which might help to streamline epigenetic marker development. Furthermore, we highlight some of the recent marker validation studies and established markers that are currently commercially available for assisting in clinical management of different cancers.


Asunto(s)
Metilación de ADN , Epigenómica/métodos , Epigenómica/normas , Neoplasias/genética , Biomarcadores , Islas de CpG , Epigénesis Genética , Guías como Asunto , Humanos , Neoplasias/sangre , Estudios de Validación como Asunto
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