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1.
BMC Genomics ; 24(1): 724, 2023 Nov 30.
Artigo em Inglês | MEDLINE | ID: mdl-38036953

RESUMO

BACKGROUND: MicroRNA (miRNA) which can act as post-transcriptional regulators of mRNAs via base-pairing with complementary sequences within mRNAs is involved in processes of the complex interaction between immune system and tumors. In this research, we elucidated the profiles of miRNAs and target mRNAs expression and their associations with the phenotypic hallmarks of colorectal cancers (CRC) by integrating transcriptomic, immunophenotype, methylation, mutation and survival data. RESULTS: We conducted the analysis of differential miRNA/mRNA expression profile by GEO, TCGA and GTEx databases and the correlation between miRNA and targeted mRNA by miRTarBase and TarBase. Then we detected using qRT-PCR and validated the diagnostic value of miRNA-mRNA regulator pairs by the ROC, calibration curve and DCA. Phenotypic hallmarks of regulatory pairs including tumor-infiltrating lymphocytes, tumor microenvironment, tumor mutation burden, global methylation and gene mutation were also described. The expression levels of miRNAs and target mRNAs were detected in 80 paired colon tissue samples. Ultimately, we picked up two pivotal regulatory pairs (miR-139-5p/ STC1 and miR-20a-5p/ FGL2) and verified the diagnostic value of the complex model which is the combination of 4 signatures above-mentioned in 3 testing GEO datasets and an external validation cohort. CONCLUSIONS: We found that 2 miRNAs by targeting 2 metastasis-related mRNAs were correlated with tumor-infiltrating macrophages, HRAS, and BRAF gene mutation status. Our results established the diagnostic model containing 2 miRNAs and their respective targeted mRNAs to distinguish CRCs and normal controls and displayed their complex roles in CRC pathogenesis especially tumor immunity.


Assuntos
Neoplasias Colorretais , MicroRNAs , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Regulação Neoplásica da Expressão Gênica , Perfilação da Expressão Gênica/métodos , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Redes Reguladoras de Genes , Microambiente Tumoral/genética , Fibrinogênio/genética , Fibrinogênio/metabolismo
2.
Cancer Pathog Ther ; 1(3): 159-167, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38327836

RESUMO

Background: MicroRNA (miRNA) and mRNA levels in matching specimens were used to identify miRNA-mRNA interactions. We aimed to integrate transcriptome, immunophenotype, methylation, mutation, and survival data analyses to examine the profiles of miRNAs and target mRNAs and their associations with breast cancer (BC) diagnosis. Methods: Based on the Gene Expression Omnibus (GEO) database and The Cancer Genome Atlas (TCGA), differentially expressed miRNAs and targeted mRNAs were screened from experimentally verified miRNA-target interaction databases using Pearson's correlation analysis. We used real-time quantitative reverse transcription polymerase chain reaction to verify BC and benign disease samples, and logistic regression analysis was used to establish a diagnostic model based on miRNAs and target mRNAs. Receiver operating characteristic curve analysis was performed to test the ability to recognize the miRNA-mRNA pairs. Next, we investigated the complex interactions between miRNA-mRNA regulatory pairs and phenotypic hallmarks. Results: We identified 27 and 359 dysregulated miRNAs and mRNAs, respectively, based on the GEO and TCGA databases. Using Pearson's correlation analysis, 10 negative miRNA-mRNA regulatory pairs were identified after screening both databases, and the related miRNA and target mRNA levels were assessed in 40 BC tissues and 40 benign breast disease tissues. Two key regulatory pairs (miR-205-5p/High mobility group box 3 (HMGB3) and miR-96-5p/Forkhead Box O1 (FOXO1)) were selected to establish the diagnostic model. They also had utility in survival and clinical analyses. Conclusions: A diagnostic model including two miRNAs and their respective target mRNAs was established to distinguish between BC and benign breast diseases. These markers play essential roles in BC pathogenesis.

4.
Front Mol Biosci ; 9: 888020, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35712349

RESUMO

Purpose: MicroRNA (miRNA) binds to target mRNA and inhibit post-transcriptional gene expression. It plays an essential role in regulating gene expression, cell cycle, and biological development. This study aims to identify potential miRNA-mRNA regulatory networks that contribute to the pathogenesis of lung squamous cell carcinoma (LUSC). Patients and Methods: MiRNA microarray and RNA-Seq datasets were obtained from the gene expression omnibus (GEO) databases, the cancer genome atlas (TCGA), miRcancer, and dbDEMC. The GEO2R tool, "limma" and "DEseq" R packages were used to perform differential expression analysis. Gene enrichment analysis was conducted using the DAVID, DIANA, and Hiplot tools. The miRNA-mRNA regulatory networks were screened from the experimentally validated miRNA-target interactions databases (miRTarBase and TarBase). External validation was carried out in 30 pairs of LUSC tissues by Real-Time Quantitative Reverse Transcription PCR (qRT-PCR). Receiver operating characteristic curve (ROC) and decision curve analysis (DCA) were conducted to evaluate the diagnostic value. Clinical, survival and phenotypic analysis of miRNA-mRNA regulatory networks were further explored. Results: We screened 5 miRNA and 10 mRNA expression datasets from GEO and identified 7 DE-miRNAs and 270 DE-mRNAs. After databases screening and correlation analysis, four pairs of miRNA-mRNA regulatory networks were screened out. The miRNA-mRNA network of miR-205-5p (up) and PTPRM (down) was validated in 30 pairs of LUSC tissues. MiR-205-5p and PTPRM have good diagnostic efficacy and are expressed differently in different clinical features and are related to tumor immunity. Conclusion: The research identified a potential miRNA-mRNA regulatory network, providing a new way to explore the genesis and development of LUSC.

5.
Cancer Biomark ; 34(3): 471-483, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35253734

RESUMO

BACKGROUND: Several studies have demonstrated that microRNAs (miRNAs) and target mRNAs are associated with different frequencies of microsatellite instability. OBJECTIVE: The study aimed to elucidate the profiles of miRNAs and target mRNAs expression and their associations with the phenotypic hallmarks of microsatellite instability in colorectal cancers (CRC) by integrating transcriptomic, immunophenotype, methylation, mutation, and survival data. METHODS: Differentially expressed miRNAs (DEmiRNAs) and mRNAs (DEmRNAs) were screened out and then the miRNA-mRNA regulatory pairs were identified through two databases. We verified that the expression levels were detected in 40 microsatellite instable (MSI) and 40 microsatellite stable (MSS) CRC samples and used the logistic regression and the Cox regression method to evaluate the diagnostic and prognostic value of negative regulatory pairs respectively. RESULTS: The best diagnostic model that combines miR-31-5p, PLAGL2, miR-361-5p, and RAB27B, which were associated with immune microenvironment, tumor mutation burden (TMB), and overall DNA methylation, could significantly predict microsatellite instability in colon tissues. MiR-31-5p and RAB27B could also predict the overall survival of MSS CRCs. CONCLUSION: This study generated a predictive model of the combination of miRNAs and mRNAs to distinguish MSI versus MSS CRCs and elaborated their potential molecular mechanisms and biological functions.


Assuntos
Neoplasias Colorretais , MicroRNAs , Biomarcadores Tumorais/genética , Neoplasias Colorretais/patologia , Proteínas de Ligação a DNA/genética , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo , Instabilidade de Microssatélites , RNA Mensageiro/genética , Proteínas de Ligação a RNA/genética , Fatores de Transcrição/genética , Microambiente Tumoral
6.
Cancer Biomark ; 32(1): 19-36, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34092608

RESUMO

BACKGROUND: Circulating miRNAs are promising biomarkers for detection of various cancers. As a "developmental" disorder, cancer showed great similarities with embryos. OBJECTIVE: A comprehensive analysis of circulating miRNAs in umbilical cord blood (UCB) and pan-cancers was conducted to identify circulating miRNAs with potential for cancer detection. METHODS: A total of 3831 cancer samples (2050 serum samples from 15 types of cancers and 1781 plasma samples from 13 types of cancers) and 248 UCB samples (120 serum and 128 plasma samples) with corresponding NCs from Chinese populations were analyzed via consistent experiment workflow with Exiqon panel followed by multiple-stage validation with qRT-PCR. RESULTS: Thirty-four serum and 32 plasma miRNAs were dysregulated in at least one type of cancer. Eighteen serum and 16 plasma miRNAs were related with embryos. Among them, 9 serum and 8 plasma miRNAs with consistent expression patterns between pan-cancers and UCB were identified as circulating oncofetal miRNAs. Retrospective analysis confirmed the diagnostic ability of circulating oncofetal miRNAs for specific cancers. And the oncofetal miRNAs were mainly up-regulated in tissues of pan-cancers. CONCLUSIONS: Our study might serve as bases for the potential application of the non-invasive biomarkers in the future clinical.


Assuntos
Antígenos de Neoplasias/metabolismo , Biomarcadores Tumorais/sangue , Sangue Fetal/metabolismo , MicroRNAs/sangue , Neoplasias/genética , Feminino , Humanos , Masculino
7.
Biosci Rep ; 41(6)2021 06 25.
Artigo em Inglês | MEDLINE | ID: mdl-34076696

RESUMO

PURPOSE: Circulating microRNAs (miRNAs) prove to be promising diagnostic biomarkers for various cancers, including endometrial cancer (EC). The present study aims to identify serum microRNAs that can serve as potential biomarkers for EC diagnosis. PATIENTS AND METHODS: A total of 92 EC and 102 normal control (NC) serum samples were analyzed using quantitative real-time polymerase chain reaction (qRT-PCR) in this four-phase experiment. The logistic regression method was used to construct a diagnostic model based on the differentially expressed miRNAs in serum. The receiver operating characteristic (ROC) curve analysis was performed to evaluate the diagnostic value. To further validate the diagnostic capacity of the identified signature, the 6-miRNA marker was compared with previously reported biomarkers and verified in three public datasets. In addition, the expression characteristics of the identified miRNAs were further explored in tissue and serum exosomes samples. RESULTS: Six miRNAs (miR-143-3p, miR-195-5p, miR-20b-5p, miR-204-5p, miR-423-3p, and miR-484) were significantly overexpressed in the serum of EC compared with NCs. Areas under the ROC of the 6-miRNA signatures were 0.748, 0.833, and 0.967 for the training, testing, and the external validation phases, respectively. The identified signature has a very stable diagnostic performance in the large cohorts of three public datasets. Compared with previously identified miRNA biomarkers, the 6-miRNA signature in the present study has superior performance in diagnosing EC. Moreover, the expression of miR-143-3p and miR-195-5p in tissues and the expression of miR-20b-5p in serum exosomes were consistent with those in serum. CONCLUSIONS: We established a 6-miRNA signature in serum and they could function as potential non-invasive biomarker for EC diagnosis.


Assuntos
Biomarcadores Tumorais/genética , MicroRNA Circulante/genética , Neoplasias do Endométrio/genética , Exossomos/genética , Perfilação da Expressão Gênica , Transcriptoma , Biomarcadores Tumorais/sangue , Estudos de Casos e Controles , MicroRNA Circulante/sangue , Bases de Dados Genéticas , Neoplasias do Endométrio/sangue , Neoplasias do Endométrio/patologia , Feminino , Humanos , Pessoa de Meia-Idade , Gradação de Tumores , Estadiamento de Neoplasias , Valor Preditivo dos Testes , Reação em Cadeia da Polimerase em Tempo Real , Reprodutibilidade dos Testes
8.
PeerJ ; 9: e11441, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34055487

RESUMO

PURPOSE: MicroRNAs (miRNAs), which could be stably preserved and detected in serum or plasma, could act as biomarkers in cancer diagnosis. Prostate cancer is the second cancer in males for incidence. This study aimed to establish a miRNA panel in peripheral serum which could act as a non-invasive biomarker helping diagnosing PC. METHODS: A total of 86 PC patients and 86 normal control serum samples were analyzed through a four-stage experimental process using quantitative real-time polymerase chain reaction. Logistic regression method was used to construct a diagnostic model based on the differentially expressed miRNAs in serum. Receiver operating characteristic curves were constructed to evaluate the diagnostic accuracy. We also compared the 3-miRNA panel with previously reported biomarkers and verified in four public datasets. In addition, the expression characteristics of the identified miRNAs were further explored in tissue and serum exosomes samples. RESULTS: We identified a 3-miRNA signature including up-regulated miR-146a-5p, miR-24-3p and miR-93-5p for PC detection. Areas under the receiver operating characteristic curve of the 3-miRNA panel for the training, testing and external validation phase were 0.819, 0.831 and 0.814, respectively. The identified signature has a very stable diagnostic performance in the large cohorts of four public datasets. Compared with previously identified miRNA biomarkers, the 3-miRNA signature in this study has superior performance in diagnosing PC. What's more, the expression level of miR-93-5p was also elevated in exosomes from PC samples. However, in PC tissues, none of the three miRNAs showed significantly dysregulated expression. CONCLUSIONS: We established a three-miRNA panel (miR-146a-5p, miR-24-3p and miR-93-5p) in peripheral serum which could act as a non-invasive biomarker helping diagnosing PC.

10.
Chin J Integr Med ; 19(10): 783-91, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24092243

RESUMO

OBJECTIVE: To perform meta-analyses evaluating the efficacy of adding Liuwei Dihuang Pills (, LDP) to Western medicine in improving treatment outcomes for type 2 diabetes. METHODS: Medline, PubMed, Cochrane Library, and Chinese databases, including the Chinese National Knowledge Infrastructure were searched to identify eligible studies; i.e., if the study involved a randomized clinical trial in which the experimental group combined LDP with Western drugs and the control group used the corresponding Western drugs alone to treat type 2 diabetes. Outcomes were measured in terms of fasting blood glucose (FBG), postprandial blood glucose (2hPG) and HbA1c level. Efficacy was also measured by using control and response rates. The combined odds ratio (OR), mean difference (MD), and 95% confidence intervals (95% CI) were calculated. RESULTS: Studies included in the analysis were less adequate than expected in terms of methodological quality. A total of 1,609 patients from 18 studies were included. We found that adding LDP can lower patients' FBG (MD=0.54 mmol/L, 95% CI [0.15, 0.93], P=0.007), 2hPG (MD=1.05 mmol/L, 95% CI [0.29, 1.81], P<0.01) and HbA1c (MD=0.23, 95% CI [0.02, 0.45], P=0.008). There were also improvements in treatment response rates (OR=3.41, 95% CI [2.38, 4.90], P<0.01) and control rates (OR=2.47, 95% CI [1.91, 3.20], P<0.01). CONCLUSION: Adding LDP to Western medicine might improve treatment outcomes of diabetes, including FBG, 2hPG, response rates and control rates.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Medicamentos de Ervas Chinesas/uso terapêutico , Hipoglicemiantes/uso terapêutico , Ensaios Clínicos Controlados Aleatórios como Assunto , Glicemia/metabolismo , Estudos de Casos e Controles , Diabetes Mellitus Tipo 2/sangue , Medicamentos de Ervas Chinesas/efeitos adversos , Jejum/sangue , Gliclazida/efeitos adversos , Gliclazida/uso terapêutico , Hemoglobinas Glicadas/metabolismo , Humanos , Hipoglicemiantes/efeitos adversos , Metformina/efeitos adversos , Metformina/uso terapêutico , Viés de Publicação , Resultado do Tratamento , Ocidente
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