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1.
Research (Wash D C) ; 7: 0407, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38979515

RESUMEN

Colon cancer is increasing worldwide and is commonly regarded as hormone independent, yet recent reports have implicated sex hormones in its development. Nevertheless, the role of hormones from the hypothalamus-hypophysis axis in colitis-associated colorectal cancer (CAC) remains uncertain. In this study, we observed a significant reduction in the expression of the oxytocin receptor (OXTR) in colon samples from both patient with colitis and patient with CAC. To investigate further, we generated mice with an intestinal-epithelium-cell-specific knockout of OXTR. These mice exhibited markedly increased susceptibility to dextran-sulfate-sodium-induced colitis and dextran sulfate sodium/azoxymethane-induced CAC compared to wild-type mice. Our findings indicate that OXTR depletion impaired the inner mucus of the colon epithelium. Mechanistically, oxytocin was found to regulate Mucin 2 maturation through ß1-3-N-acetylglucosaminyltransferase 7 (B3GNT7)-mediated fucosylation. Interestingly, we observed a positive correlation between B3GNT7 expression and OXTR expression in human colitis and CAC colon samples. Moreover, the simultaneous activations of OXTR and fucosylation by l-fucose significantly alleviated tumor burden. Hence, our study unveils oxytocin's promising potential as an affordable and effective therapeutic intervention for individuals affected by colitis and CAC.

2.
J Nanobiotechnology ; 22(1): 222, 2024 May 03.
Artículo en Inglés | MEDLINE | ID: mdl-38698420

RESUMEN

BACKGROUND: Aging is a very complex physiological phenomenon, and sEVs are involved in the regulation of this mechanism. Serum samples from healthy individuals under 30 and over 60 years of age were collected to analyze differences in sEVs proteomics. RESULTS: Based on PBA analysis, we found that sEVs from the serum of elderly individuals highly express TACSTD2 and identified a subpopulation marked by TACSTD2. Using ELISA, we verified the upregulation of TACSTD2 in serum from elderly human and aged mouse. In addition, we discovered that TACSTD2 was significantly increased in samples from tumor patients and had better diagnostic value than CEA. Specifically, 9 of the 13 tumor groups exhibited elevated TACSTD2, particularly for cervical cancer, colon cancer, esophageal carcinoma, liver cancer and thyroid carcinoma. Moreover, we found that serum sEVs from the elderly (especially those with high TACSTD2 levels) promoted tumor cell (SW480, HuCCT1 and HeLa) proliferation and migration. CONCLUSION: TACSTD2 was upregulated in the serum of elderly individuals and patients with tumors, and could serve as a dual biomarker for aging and tumors.


Asunto(s)
Antígenos de Neoplasias , Biomarcadores de Tumor , Moléculas de Adhesión Celular , Neoplasias , Humanos , Antígenos de Neoplasias/metabolismo , Antígenos de Neoplasias/sangre , Antígenos de Neoplasias/genética , Moléculas de Adhesión Celular/metabolismo , Moléculas de Adhesión Celular/genética , Animales , Ratones , Femenino , Anciano , Persona de Mediana Edad , Neoplasias/sangre , Neoplasias/genética , Neoplasias/metabolismo , Masculino , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Línea Celular Tumoral , Adulto , Proliferación Celular , Movimiento Celular , Envejecimiento/genética , Proteómica/métodos , Células HeLa , Vesículas Extracelulares/metabolismo , Vesículas Extracelulares/genética , Regulación hacia Arriba
3.
BMC Bioinformatics ; 24(1): 417, 2023 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-37932672

RESUMEN

MOTIVATION: Categorizing cells into distinct types can shed light on biological tissue functions and interactions, and uncover specific mechanisms under pathological conditions. Since gene expression throughout a population of cells is averaged out by conventional sequencing techniques, it is challenging to distinguish between different cell types. The accumulation of single-cell RNA sequencing (scRNA-seq) data provides the foundation for a more precise classification of cell types. It is crucial building a high-accuracy clustering approach to categorize cell types since the imbalance of cell types and differences in the distribution of scRNA-seq data affect single-cell clustering and visualization outcomes. RESULT: To achieve single-cell type detection, we propose a meta-learning-based single-cell clustering model called ScLSTM. Specifically, ScLSTM transforms the single-cell type detection problem into a hierarchical classification problem based on feature extraction by the siamese long-short term memory (LSTM) network. The similarity matrix derived from the improved sigmoid kernel is mapped to the siamese LSTM feature space to analyze the differences between cells. ScLSTM demonstrated superior classification performance on 8 scRNA-seq data sets of different platforms, species, and tissues. Further quantitative analysis and visualization of the human breast cancer data set validated the superiority and capability of ScLSTM in recognizing cell types.


Asunto(s)
Perfilación de la Expresión Génica , Análisis de la Célula Individual , Humanos , Perfilación de la Expresión Génica/métodos , Análisis de la Célula Individual/métodos , Análisis de Secuencia de ARN/métodos , Análisis por Conglomerados , Algoritmos
4.
Clin Lab ; 68(7)2022 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-35975530

RESUMEN

BACKGROUND: Acute myeloid leukemia (AML) is a molecularly heterogeneous disease that accounts for approximately 25% of childhood leukemia cases. In this study, we aimed to identify survival-associated genes in pediatric AML patients and investigate potential immunotherapy targets. METHODS: After retrieving and processing the data from Gene Expression Omnibus (GEO) web resource, we determined hub genes in AML. Bioinformatics technology was applied to identify key genes and perform functional analysis. Finally, we investigated the correlation between the key gene and the infiltration levels of tumor-infiltrating immune cells. RESULTS: High protein tyrosine phosphatase receptor-type C (PTPRC) expression was associated with worse overall survival rate (p < 0.001) in 287 pediatric AML patients. The results of risk subgroup analyses were similar in the high-risk and low-risk groups (p = 0.007; p = 0.013). Meanwhile, high expression of PTPRC was an independent adverse prognostic factor for overall survival (p = 0.04). Moreover, the results of immune infiltration assessment demonstrated that the expression level of PTPRC was significantly correlated with the infiltration level of activated dendritic cells (p < 0.001). CONCLUSIONS: Overexpression of PTPRC indicates poor prognosis, and its expression level is correlated with the infiltration level of activated dendritic cells. PTPRC could be a promising immunotherapy target for pediatric AML.


Asunto(s)
Leucemia Mieloide Aguda , Monoéster Fosfórico Hidrolasas , Niño , Biología Computacional , Humanos , Leucemia Mieloide Aguda/diagnóstico , Leucemia Mieloide Aguda/genética , Antígenos Comunes de Leucocito , Pronóstico , Tasa de Supervivencia
5.
J Chemother ; 34(2): 87-96, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-34139965

RESUMEN

Because of lacking of head-to-head comparison among lorlatinib, alectinib and brigatinib for patients with ALK inhibitor-naive or untreated (ALK inhibitor-naive and chemotherapy-naive) ALK-positive advanced non-small-cell lung cancer (NSCLC), the optimal option for these patients still remains undefined. We searched published reports that described the activity and safety of those novel ALK inhibitors (lorlatinib, alectinib and brigatinib) for ALK inhibitor-naive or untreated (ALK inhibitor-naive and chemotherapy-naive) ALK-positive advanced NSCLC. Five randomized controlled trials were identified, covering 1111 subjects. In the network meta-analysis, lorlatinib seemed to prolong progression free survival than brigatinib (Hazard Ratio: 0.57, P = 0.03) and alectinib (Hazard ratio: 0.65, P = 0.05) for previously untreated patients with ALK-positive advanced NSCLC as assessed by the independent review committee. Meanwhile, lorlatinib significantly improved significant progression free survival than brigatinib (Hazard ratio: 0.57, P = 0.03) and alectinib (Hazard ratio: 0.59, P = 0.03) for ALK inhibitor-naive patients. Among lorlatinib, alectinib, brigatinib, and crizotinib, lorlatinib had the highest probability to reach the best overall confirmed response rates (probability of 48%) and intracranial confirmed response rates (probability of 44%). No significant difference was found among them in overall survival and adverse events analysis. In terms of progression free survival, our results indicated that lorlatinib was the best treatment choice for patients with ALK inhibitor-naive or untreated (ALK inhibitor-naive and chemotherapy-naive) ALK-positive advanced NSCLC. The future head-to-head trials assessing the relative efficacy of lorlatinib, alectinib and brigatinib were warranted.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Aminopiridinas , Quinasa de Linfoma Anaplásico , Carbazoles , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Humanos , Lactamas , Neoplasias Pulmonares/tratamiento farmacológico , Metaanálisis en Red , Compuestos Organofosforados , Piperidinas , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirazoles , Pirimidinas
6.
Nucleic Acids Res ; 50(D1): D1131-D1138, 2022 01 07.
Artículo en Inglés | MEDLINE | ID: mdl-34718720

RESUMEN

Brain is the central organ of the nervous system and any brain disease can seriously affect human health. Here we present BrainBase (https://ngdc.cncb.ac.cn/brainbase), a curated knowledgebase for brain diseases that aims to provide a whole picture of brain diseases and associated genes. Specifically, based on manual curation of 2768 published articles along with information retrieval from several public databases, BrainBase features comprehensive collection of 7175 disease-gene associations spanning a total of 123 brain diseases and linking with 5662 genes, 16 591 drug-target interactions covering 2118 drugs/chemicals and 623 genes, and five types of specific genes in light of expression specificity in brain tissue/regions/cerebrospinal fluid/cells. In addition, considering the severity of glioma among brain tumors, the current version of BrainBase incorporates 21 multi-omics datasets, presents molecular profiles across various samples/conditions and identifies four groups of glioma featured genes with potential clinical significance. Collectively, BrainBase integrates not only valuable curated disease-gene associations and drug-target interactions but also molecular profiles through multi-omics data analysis, accordingly bearing great promise to serve as a valuable knowledgebase for brain diseases.


Asunto(s)
Encefalopatías/genética , Biología Computacional , Bases de Datos Genéticas , Encefalopatías/clasificación , Glioma/genética , Glioma/patología , Humanos , Bases del Conocimiento
7.
Int J Mol Med ; 46(1): 224-238, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32319552

RESUMEN

Glioblastoma (GBM) is a malignant brain tumor associated with high mortality. Long non­coding RNAs (lncRNAs) are increasingly being recognized as its modulators. However, it remains mostly unexplored how lncRNAs are mediated by DNA methylation in GBM. The present study integrated multi­omics data to analyze the epigenetic dysregulation of lncRNAs in GBM. Widely aberrant methylation in the lncRNA promoters was observed, and the lncRNA promoters exhibited a more hypomethylated pattern in GBM. By combining transcriptional datasets, it was possible identify the lncRNAs whose transcriptional changes might be associated with the aberrant promoter methylation. Then, a methylation­mediated lncRNA regulatory network and functional enrichment analysis of aberrantly methylated lncRNAs showed that lncRNAs with different methylation patterns were involved in diverse GBM progression­related biological functions and pathways. Specifically, four lncRNAs whose increased expression may be regulated by the corresponding promoter hypomethylation were evaluated to have an excellent diagnostic effect and clinical prognostic value. Finally, through the construction of drug­target association networks, the present study identified potential therapeutic targets and small­molecule drugs for GBM treatment. The present study provides novel insights for understanding the regulation of lncRNAs by DNA methylation and developing cancer biomarkers in GBM.


Asunto(s)
Metilación de ADN/genética , Metilación de ADN/fisiología , Glioblastoma/genética , ARN Largo no Codificante/genética , Biomarcadores , Epigénesis Genética/genética , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica/genética , Regulación Neoplásica de la Expresión Génica/fisiología , Humanos , Regiones Promotoras Genéticas/genética
8.
Biochem Cell Biol ; 98(2): 154-163, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31265790

RESUMEN

Distant metastasis frequently occurs in oral squamous cell carcinoma (OSCC) and contributes to the adverse prognosis for patients with OSCC. However, the potential mechanisms behind the metastasis have not yet been clarified. This study investigated the role of miR-378 in the migration and invasiveness of OSCC in vitro and in vivo. According to our results, the migration and invasiveness of OSCC cells were increased in cells overexpressing miR-378, and reduced in cells where miR-378-3p/5p was silenced. In addition, overexpression of miR-378 suppressed the expressions and activities of matrix metalloproteinase 9 (MMP-9) and MMP-2. Epithelial-mesenchymal transition (EMT) was restrained by overexpression of miR-378, as evidenced by an increase in E-cadherin expression and decrease in N-cadherin and uPA expression. However, knockdown of miR-378-3p/5p produced the opposite results. Moreover, kallikrein-related peptidase 4 (KLK4) was confirmed to be a target gene of miR-378. Overexpression of KLK4 reversed the induced decrease in migration and invasiveness of cells overexpressing miR-378 by upregulating the levels of MMP-9, MMP-2, and N-cadherin, and downregulating the level of E-cadhrin. Finally, the number of metastasis nodules in the lung tissues of nude mice was reduced by overexpression of miR-378, whereas the number of metastases increased with knockdown of miR-378. Taken together, our results suggest that the miR-378-KLK4 axis is involved in the mechanisms behind the migration and invasiveness of OSCC cells. Targeting the miR-378-KLK4 axis may be an effective measure for treating OSCC.


Asunto(s)
Carcinoma de Células Escamosas/metabolismo , Calicreínas/metabolismo , MicroARNs/metabolismo , Neoplasias de la Boca/metabolismo , Animales , Antígenos CD/metabolismo , Cadherinas/metabolismo , Carcinoma de Células Escamosas/patología , Línea Celular Tumoral , Movimiento Celular , Transición Epitelial-Mesenquimal , Silenciador del Gen , Humanos , Pulmón/metabolismo , Metaloproteinasa 2 de la Matriz/metabolismo , Metaloproteinasa 9 de la Matriz/metabolismo , Ratones , Ratones Desnudos , Neoplasias de la Boca/patología , Invasividad Neoplásica , Metástasis de la Neoplasia
9.
Clin Exp Pharmacol Physiol ; 47(4): 713-724, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31868942

RESUMEN

Oral squamous cell carcinoma (OSCC) is one of the most common types of head and neck neoplasm. Down-regulation of hsa-microRNA-378 (miR-378) has been proved in OSCC tissues, suggesting that miR-378 might play crucial roles in the progression of OSCC. The present study aimed to evaluate the effect of miR-378-3p/5p on the proliferation and apoptosis of OSCC in vitro and in vivo. According to the results, lentivirus-mediated overexpression of miR-378 lowered the colony formation efficiency, blocked cell cycle progression, and decreased the percentage of Ki-67 positive cells, whereas knockdown of miR-378-3p/5p led to the opposite results. Furthermore, the apoptosis of OSCC cells was induced by the overexpression of miR-378 as evidenced by decreasing Bcl-2/Bax ratio, increasing cleaved caspase-9, cleaved caspase-3, and cleaved PARP levels, and promoting the release of cytochrome c into the cytoplasm. However, the above results were reversed by miR-378-3p/5p silencing. In addition, the overexpression of miR-378 inhibited the activation of PI3K/AKT signalling pathway. Conversely, miR-378-3p/5p knockdown resulted in the inactivation of PI3K/AKT signalling pathway. Mechanically, we validated that miR-378-3p/5p could target kallikrein-related peptidase 4 (KLK4), and enforced overexpression of KLK4 counteracted miR-378 overexpression-induced apoptosis. Finally, tumourigenesis in nude mice was suppressed by the overexpression of miR-378, which was promoted by miR-378-3p/5p silencing. Taken together, these results suggest that miR-378 may be a potential target in the diagnoses and treatment of OSCC.


Asunto(s)
Apoptosis/genética , Calicreínas/genética , MicroARNs/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/patología , Línea Celular Tumoral , Proliferación Celular/genética , Técnicas de Silenciamiento del Gen , Humanos , MicroARNs/metabolismo , Fosfatidilinositol 3-Quinasas/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Proteínas Proto-Oncogénicas c-bcl-2/metabolismo , Transducción de Señal/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/genética , Proteína X Asociada a bcl-2/metabolismo
10.
Mol Omics ; 15(6): 406-419, 2019 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-31584593

RESUMEN

Glioblastoma multiforme (GBM) is the most malignant brain tumor with a poor prognosis. A molecular level classification of GBM can provide insight into accurate patient-specific treatment. Competitive endogenous RNAs (ceRNAs), such as long non-coding RNAs (lncRNAs), play an essential role in the development of tumors and are associated with survival. However, the pattern of lncRNA-mediated ceRNA (LMce) crosstalk in different GBM subtypes is still unclear. In this study, we present a computational cascade to construct LMce networks of different GBM subtypes and investigate the lncRNA-mRNA regulations among them. Our results showed that although most lncRNAs and mRNAs in the different GBM subtype networks were the same, the regulation relationships of these RNAs were different among subtypes. 42.5%, 50.9%, 43.5% and 65.0% lncRNA-mRNA regulatory pairs were classic (CL)-, mesenchymal (MES)-, proneural (PN)- and neural (NE)-specific. In addition, our study identified 61, 132, 24 and 16 modules in which lncRNAs and mRNAs synergically competed with each other for miRNAs as CL-, MES-, PN- and NE-specific. CL- and MES-specific modules were mainly involved in biological functions such as cell proliferation, apoptosis and migration, while PN- and NE-specific modules were mainly related to DNA damage and cell cycle dysregulation. Survival analysis demonstrated that some modules could be potential prognostic markers of patients of CL and MES subtypes. This study uncovered the LMce interaction patterns in different GBM subtypes, identified subtype-specific modules with distinct biological functions, and revealed the potential prognostic markers of patients of different GBM subtypes. These results might contribute to the discovery of the GBM prognostic biomarkers and development of a more accurate therapeutic process.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , Glioblastoma/diagnóstico , Glioblastoma/genética , MicroARNs/genética , Interferencia de ARN , ARN Largo no Codificante/genética , ARN Mensajero/genética , Biología Computacional/métodos , Curaduría de Datos , Perfilación de la Expresión Génica/métodos , Redes Reguladoras de Genes , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Humanos
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