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1.
Epigenetics Chromatin ; 17(1): 6, 2024 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-38481282

RESUMO

BACKGROUND: Prostate adenocarcinoma (PRAD) is the second leading cause of cancer-related deaths in men. High variability in DNA methylation and a high rate of large genomic rearrangements are often observed in PRAD. RESULTS: To investigate the reasons for such high variance, we integrated DNA methylation, RNA-seq, and copy number alterations datasets from The Cancer Genome Atlas (TCGA), focusing on PRAD, and employed weighted gene co-expression network analysis (WGCNA). Our results show that only single cluster of co-expressed genes is associated with genomic and epigenomic instability. Within this cluster, TP63 and TRIM29 are key transcription regulators and are downregulated in PRAD. We discovered that TP63 regulates the level of enhancer methylation in prostate basal epithelial cells. TRIM29 forms a complex with TP63 and together regulates the expression of genes specific to the prostate basal epithelium. In addition, TRIM29 binds DNA repair proteins and prevents the formation of the TMPRSS2:ERG gene fusion typically observed in PRAD. CONCLUSION: Our study demonstrates that TRIM29 and TP63 are important regulators in maintaining the identity of the basal epithelium under physiological conditions. Furthermore, we uncover the role of TRIM29 in PRAD development.


Assuntos
Neoplasias da Próstata , Masculino , Humanos , Neoplasias da Próstata/metabolismo , Metilação de DNA , Sequências Reguladoras de Ácido Nucleico , Instabilidade Cromossômica , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Proteínas Supressoras de Tumor/genética
2.
Artigo em Inglês, Russo | MEDLINE | ID: mdl-37011325

RESUMO

Treatment of craniovertebral junction meningioma is a difficult task. Surgical treatment is the gold standard for these patients. However, it is associated with high risk of neurological impairment, while combined treatment (surgery + radiotherapy) provides more favorable outcomes. OBJECTIVE: To present the results of surgical and combined treatment of patients with craniovertebral junction meningioma. MATERIAL AND METHODS: There were 196 patients with craniovertebral junction meningioma who underwent surgical or combined (surgery + radiotherapy) treatment at the Burdenko Neurosurgery Center between January 2005 and June 2022. The sample included 151 women and 45 men (3.4:1). Resection of tumor was performed in 97.4% of patients, craniovertebral junction decompression with dural defect closure - 2%, ventriculoperitoneostomy - 0.5%. As the second stage, 40 patients (20.4%) underwent radiotherapy. RESULTS: Total resection was achieved in 106 patients (55.2%), subtotal - 63 (32.8%), partial - 20 (10.4%), tumor biopsy was performed in 3 (1.6%) cases. Intraoperative complications occurred in 8 patients (4%), postoperative complications - in 19 (9.7%) cases. Radiosurgery was carried out in 6 (15%) patients, hypofractionated irradiation - 15 (37.5%), standard fractionation - 19 (47.5%) patients. Tumor growth control after combined treatment made up 84%. CONCLUSION: Clinical outcomes in patients with craniovertebral junction meningioma depend on tumor dimensions, topographic and anatomical localization of tumor, resection quality and relationship with surrounding structures. Combined treatment of anterior and anterolateral meningiomas of the craniovertebral junction is preferable compared to total resection.


Assuntos
Neoplasias Meníngeas , Meningioma , Neoplasias da Base do Crânio , Masculino , Humanos , Feminino , Meningioma/diagnóstico por imagem , Meningioma/radioterapia , Meningioma/cirurgia , Estudos Retrospectivos , Resultado do Tratamento , Procedimentos Neurocirúrgicos/métodos , Neoplasias Meníngeas/diagnóstico por imagem , Neoplasias Meníngeas/radioterapia , Neoplasias Meníngeas/cirurgia , Neoplasias da Base do Crânio/cirurgia
3.
Arkh Patol ; 84(6): 47-51, 2022.
Artigo em Russo | MEDLINE | ID: mdl-36469717

RESUMO

The paper presents the experience of using DNA methylation status in patients with meningiomas of the craniovertebral junction area in a neurosurgical clinic. A clinical case of combined treatment of a patient with meningioma of the craniovertebral junction and the choice of tactics based on the result of DNA methylation analysis of meningioma are described.


Assuntos
Neoplasias Meníngeas , Meningioma , Humanos , Meningioma/genética , Meningioma/cirurgia , Neoplasias Meníngeas/genética , Neoplasias Meníngeas/cirurgia , Metilação de DNA/genética
4.
Sci Rep ; 10(1): 15360, 2020 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-32958812

RESUMO

Skeletal muscle tissue demonstrates global hypermethylation with age. However, methylome changes across the time-course of differentiation in aged human muscle derived cells, and larger coverage arrays in aged muscle tissue have not been undertaken. Using 850K DNA methylation arrays we compared the methylomes of young (27 ± 4.4 years) and aged (83 ± 4 years) human skeletal muscle and that of young/aged heterogenous muscle-derived human primary cells (HDMCs) over several time points of differentiation (0, 72 h, 7, 10 days). Aged muscle tissue was hypermethylated compared with young tissue, enriched for; pathways-in-cancer (including; focal adhesion, MAPK signaling, PI3K-Akt-mTOR signaling, p53 signaling, Jak-STAT signaling, TGF-beta and notch signaling), rap1-signaling, axon-guidance and hippo-signalling. Aged cells also demonstrated a hypermethylated profile in pathways; axon-guidance, adherens-junction and calcium-signaling, particularly at later timepoints of myotube formation, corresponding with reduced morphological differentiation and reductions in MyoD/Myogenin gene expression compared with young cells. While young cells showed little alterations in DNA methylation during differentiation, aged cells demonstrated extensive and significantly altered DNA methylation, particularly at 7 days of differentiation and most notably in focal adhesion and PI3K-AKT signalling pathways. While the methylomes were vastly different between muscle tissue and HDMCs, we identified a small number of CpG sites showing a hypermethylated state with age, in both muscle tissue and cells on genes KIF15, DYRK2, FHL2, MRPS33, ABCA17P. Most notably, differential methylation analysis of chromosomal regions identified three locations containing enrichment of 6-8 CpGs in the HOX family of genes altered with age. With HOXD10, HOXD9, HOXD8, HOXA3, HOXC9, HOXB1, HOXB3, HOXC-AS2 and HOXC10 all hypermethylated in aged tissue. In aged cells the same HOX genes (and additionally HOXC-AS3) displayed the most variable methylation at 7 days of differentiation versus young cells, with HOXD8, HOXC9, HOXB1 and HOXC-AS3 hypermethylated and HOXC10 and HOXC-AS2 hypomethylated. We also determined that there was an inverse relationship between DNA methylation and gene expression for HOXB1, HOXA3 and HOXC-AS3. Finally, increased physical activity in young adults was associated with oppositely regulating HOXB1 and HOXA3 methylation compared with age. Overall, we demonstrate that a considerable number of HOX genes are differentially epigenetically regulated in aged human skeletal muscle and HDMCs and increased physical activity may help prevent age-related epigenetic changes in these HOX genes.


Assuntos
Metilação de DNA/genética , Exercício Físico/fisiologia , Genes Homeobox/genética , Genoma Humano/genética , Células Musculares/fisiologia , Músculo Esquelético/fisiologia , Adulto , Idoso de 80 Anos ou mais , Ilhas de CpG/genética , Epigênese Genética/genética , Epigenômica/métodos , Feminino , Expressão Gênica/genética , Humanos , Masculino , Transdução de Sinais/genética
5.
Khirurgiia (Mosk) ; (1): 67-73, 2020.
Artigo em Russo | MEDLINE | ID: mdl-31994502

RESUMO

OBJECTIVE: To compare long-term outcomes in patients after carotid endarterectomy and those who refused surgical correction and received only conservative treatment. MATERIAL AND METHODS: There were 1035 carotid endarterectomies performed at the Kemerovo Regional Clinical Hospital and Kemerovo Regional Clinical Cardiology Dispensary for the period 2014-2017. Surgery was refused by 136 patients for the same time. Thus, two groups of patients were formed: 1 - carotid endarterectomy group; 2 - conservative treatment group. INCLUSION CRITERIA: significant carotid stenosis, absence of severe neurological deficit (over 25 scores by the National Institutes of Health Stroke Scale), absence of concomitant diseases limiting long-term follow-up. RESULTS: Lethal outcome (p=0.0038) and fatal acute cerebrovascular accident (p=0.0005) were significantly more common in the 2nd group in long-term follow-up period. Thus, combined endpoint took the greatest values in patients who refused surgery compared with patients who received surgical treatment (p=0.0001). It should be noted that ischemic stroke de novo occurred in 9 (6.6%) patients of the 2nd group after 10.8 ± 2.5 months. This complication required subsequent hospitalization for carotid endarterectomy. CONCLUSION: Preventive role of carotid endarterectomy was convincingly proved in comparison with drug therapy regarding mortality and fatal ischemic stroke in patients with significant carotid stenoses within 2.5 years of follow-up period.


Assuntos
Estenose das Carótidas/tratamento farmacológico , Estenose das Carótidas/cirurgia , Tratamento Conservador/mortalidade , Endarterectomia das Carótidas/mortalidade , Estenose das Carótidas/complicações , Estenose das Carótidas/mortalidade , Tratamento Conservador/efeitos adversos , Seguimentos , Humanos , Fatores de Risco , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/mortalidade , Resultado do Tratamento
6.
PLoS One ; 13(11): e0204371, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30388122

RESUMO

Although modern methods of whole genome DNA methylation analysis have a wide range of applications, they are not suitable for clinical diagnostics due to their high cost and complexity and due to the large amount of sample DNA required for the analysis. Therefore, it is crucial to be able to identify a relatively small number of methylation sites that provide high precision and sensitivity for the diagnosis of pathological states. We propose an algorithm for constructing limited subsamples from high-dimensional data to form diagnostic panels. We have developed a tool that utilizes different methods of selection to find an optimal, minimum necessary combination of factors using cross-entropy loss metrics (LogLoss) to identify a subset of methylation sites. We show that the algorithm can work effectively with different genome methylation patterns using ensemble-based machine learning methods. Algorithm efficiency, precision and robustness were evaluated using five genome-wide DNA methylation datasets (totaling 626 samples), and each dataset was classified into tumor and non-tumor samples. The algorithm produced an AUC of 0.97 (95% CI: 0.94-0.99, 9 sites) for prostate adenocarcinoma and an AUC of 1.0 (from 2 to 6 sites) for urothelial bladder carcinoma, two types of kidney carcinoma and colorectal carcinoma. For prostate adenocarcinoma we showed that identified differential variability methylation patterns distinguish cluster of samples with higher recurrence rate (hazard ratio for recurrence = 0.48, 95% CI: 0.05-0.92; log-rank test, p-value < 0.03). We also identified several clusters of correlated interchangeable methylation sites that can be used for the elaboration of biological interpretation of the resulting models and for further selection of the sites most suitable for designing diagnostic panels. LogLoss-BERAF is implemented as a standalone python code and open-source code is freely available from https://github.com/bioinformatics-IBCH/logloss-beraf along with the models described in this article.


Assuntos
Metilação de DNA , Aprendizado de Máquina , Neoplasias da Próstata/genética , Algoritmos , Ilhas de CpG , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Modelos Genéticos , Neoplasias/diagnóstico , Neoplasias/genética , Neoplasias da Próstata/diagnóstico
7.
Biomed Khim ; 64(6): 517-524, 2018 Nov.
Artigo em Russo | MEDLINE | ID: mdl-30632980

RESUMO

Cancer immunotherapy represents a promising and rapidly developing approach for the treatment of oncological diseases. Among the methods of personalized adjuvant immunotherapy, neoantigenic peptide-based drugs have demonstrated substantial efficiency. These drugs are designed to target mutant proteins arising from somatic alterations in the genome of tumor cells and thus stimulate immune response against tumor tissues. The methods of individual screening for potentially immunogenic mutations are mostly based on next-generation exome sequencing of tumor samples, which is a complex and costly procedure for clinical application. Targeted gene sequencing panels limited to a certain set of genes represent a reasonable alternative to WES. Targeted sequencing is also more efficient when there is a low amount of the sample DNA available. We have estimated the potential efficiency of targeted oncological panels in terms of somatic neoantigen profiling in colorectal cancer (colon and rectal adenocarcinoma). The clinical practice of identification of frequent somatic variants does not provide enough data for designing an efficient personalized drug when applied to low and medium mutated cancers such as colorectal cancer. Our analysis of 11 commercially available panels containing different number of genes has shown that neither the larger size of a panel nor its initial customization for colorectal cancer provides a significantly better estimation of an individual somatic mutation profile. The optimal approach is to use the general-purpose medium-sized cancer panels (2300-11200 amplicons and/or 150-600 genes). These panels allow to detect a sufficient number of immunogenic epitopes (>3) per patient for over 30-50% of patients.


Assuntos
Adenocarcinoma/genética , Neoplasias Colorretais/genética , Exoma , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Mutação
8.
Biomed Khim ; 62(6): 708-714, 2016 Nov.
Artigo em Russo | MEDLINE | ID: mdl-28026816

RESUMO

There is a clear need in molecular markers for prostate cancer (PC) risk stratification. Alteration of DNA methylation is one of processes that occur during ÐÑ progression. Methylation-sensitive PCR with high resolution melting curve analysis (MS-HRM) can be used for gene methylation analysis in routine laboratory practice. This method requires very small amounts of DNA for analysis. Numerous results have been accumulated on DNA methylation in PC samples analyzed by the Infinium HumanMethylation450 BeadChip (HM450). However, the consistency of MS-HRM results with chip hybridization results has not been examined yet. The aim of this study was to assess the consistency of results of GSTP1, APC and RASSF1 gene methylation analysis in ÐÑ biopsy samples obtained by MS-HRM and chip hybridization. The methylation levels of each gene determined by MS-HRM were statistically different in the group of PC tissue samples and the samples without signs of tumor growth. Chip hybridization data analysis confirmed the results obtained with the MS-HRM. Differences in methylation levels between tumor tissue and histologically intact tissue of each sample determined by MS-HRM and chip hybridization, were consistent with each other. Thus, we showed that the assessment of GSTP1, APC and RASSF1 gene methylation analysis using MS-HRM is suitable for the design of laboratory assays that will differentiate the PC tissue from the tissue without signs of tumor growth.


Assuntos
Proteína da Polipose Adenomatosa do Colo , Metilação de DNA , DNA de Neoplasias , Glutationa S-Transferase pi , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Neoplasias da Próstata , Proteínas Supressoras de Tumor , Proteína da Polipose Adenomatosa do Colo/genética , Proteína da Polipose Adenomatosa do Colo/metabolismo , Adulto , Idoso , DNA de Neoplasias/genética , DNA de Neoplasias/metabolismo , Glutationa S-Transferase pi/genética , Glutationa S-Transferase pi/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos/instrumentação , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo
9.
Vopr Onkol ; 62(1): 122-32, 2016.
Artigo em Russo | MEDLINE | ID: mdl-30444590

RESUMO

Using the technology of DNA chips Infinium HumanMethylation 450 BeadChip it was analyzed quantitative DNA methylation status in 12 paired samples of prostate adenocarcinoma, and morphologically altered tissues. Analysis of differentially methylated regions of the genome showed an association with abnormal status for 21610 and 3852 hypomethylated hyper-methylated CpG sites. Dominance in the cancer genome hypermethylated sites and their predominant localization in the regulatory regions of genes indicate their possible role in the implementation of mechanisms of gene suppression in the pathogenesis of prostate cancer (PCa). For 14 genes studied were characterized array maximum values hypermethylation in promoter region (> 50% CpG sites) in combination with a high level of methylation differences between treatment groups (> 40%). Role of hypermethylation in some of them: AOX1, KLF8, ZNF154, TMEM106A in the pathogenesis of prostate cancer has been showed previously. Hypermethylation of genes ACSS3, TAC1, TUBA4B, ZSCAN12 not previously been shown for prostate cancer, but is characterized by the association with other cancers. In turn, the differences in the levels of methylation in genes GPRASP1, NKX2-6, ARX, CYBA, EPSTI1, RHCG been documented as a result of a number of genome-research oncology, but has not been studied in detail. To assess the diagnostic potential of epigenetic markers of prostate cancer there was carried out unbiased selection of individual CpG sites most reliably discriminate against tumor samples from a group of no tumor samples. In selected diagnostic model based on logistic regression included 9 CpG sites. Validation of the model was carried out on an independent dataset of methylation of 40 paired samples from the prostate cancer project Atlas of Cancer Genome (TCGA) analyzed on the same version of the DNA chip. Summarized rates of diagnostic informativeness of a model (specificity 95%, sensitivity of 97%, the area under the curve of the diagnostic test (ROC) - 0,96), obtained after validation, allow us to consider these CpG Sites as potential markers for molecular diagnosis of prostate cancer.


Assuntos
Biomarcadores Tumorais/genética , Metilação de DNA , DNA de Neoplasias/genética , Estudo de Associação Genômica Ampla , Proteínas de Neoplasias/genética , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Neoplasias da Próstata/genética , Adulto , Biomarcadores Tumorais/metabolismo , Ilhas de CpG , DNA de Neoplasias/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias/metabolismo , Neoplasias da Próstata/metabolismo
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