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1.
J Alzheimers Dis ; 97(2): 727-740, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38217605

RESUMO

BACKGROUND: The taxus chinensis fruit (TCF) shows promises in treatment of aging-related diseases such as Alzheimer's disease (AD). However, its related constituents and targets against AD have not been deciphered. OBJECTIVE: This study was to uncover constituents and targets of TCF extracts against AD. METHODS: An integrated approach including ultrasound extractions and constituent identification of TCF by UPLC-QE-MS/MS, target identification of constituents and AD by R data-mining from Pubchem, Drugbank and GEO databases, network construction, molecular docking and the ROC curve analysis was carried out. RESULTS: We identified 250 compounds in TCF extracts, and obtained 3,231 known constituent targets and 5,326 differential expression genes of AD, and 988 intersection genes. Through the network construction and KEGG pathway analysis, 19 chemicals, 31 targets, and 11 biological pathways were obtained as core compounds, targets and pathways of TCF extracts against AD. Among these constituents, luteolin, oleic acid, gallic acid, baicalein, naringenin, lovastatin and rutin had obvious anti-AD effect. Molecular docking results further confirmed above results. The ROC AUC values of about 87% of these core targets of TCF extracts was greater than 0.5 in the two GEO chips of AD, especially 10 targets with ROC AUC values greater than 0.7, such as BCL2, CASP7, NFKBIA, HMOX1, CDK2, LDLR, RELA, and CCL2, which mainly referred to neuron apoptosis, response to oxidative stress and inflammation, fibroblast proliferation, etc.Conclusions:The TCF extracts have diverse active compounds that can act on the diagnostic genes of AD, which deserve further in-depth study.


Assuntos
Doença de Alzheimer , Medicamentos de Ervas Chinesas , Taxus , Humanos , Doença de Alzheimer/tratamento farmacológico , Doença de Alzheimer/genética , Frutas , Simulação de Acoplamento Molecular , Espectrometria de Massas em Tandem
2.
Zhonghua Gan Zang Bing Za Zhi ; 31(7): 716-722, 2023 Jul 20.
Artigo em Chinês | MEDLINE | ID: mdl-37580254

RESUMO

Objective: To analyze the expression levels of the F9 gene and F9 protein in hepatocellular carcinoma by combining multiple gene chip data, real-time fluorescence quantitative PCR (RT qPCR), and immunohistochemistry. Additionally, explore their correlation with the occurrence and development of hepatocellular carcinoma, as well as with various clinical indicators and prognosis. Methods: The mRNA microarray dataset from the GEO database was analyzed to identify the F9 gene with significant expression differences associated with hepatocellular carcinoma. Liver cancer and adjacent tissues were collected from 18 cases of hepatocellular carcinoma. RT-qPCR method was used to detect the F9 gene expression level. Immunohistochemistry was used to detect the F9 protein level. Combined with the TCGA database information, the correlation between F9 gene expression level and prognostic and clinicopathological parameters was analyzed. The biological function of F9 co-expressed genes associated with hepatocellular carcinoma was analyzed by the Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG). Statistical analysis was performed using Graphpad Prism software. Results: Meta-analysis results showed that the expression of the F9 gene was lower in HCC tissues than in non-cancerous tissues. Immunohistochemistry results were basically consistent with those of RT-qPCR. The data obtained from TCGA showed that the F9 gene had lower expression values in stages III-IV, T3-T4, and patients with vascular invasion. A total of 127 genes were selected for bioinformatics analysis as co-expressed genes of F9, which were highly enriched in redox processes and metabolic pathways. Conclusion: This study validates that the F9 gene and F9 protein are lower in HCC. The down-regulation of the F9 gene predicts adverse outcomes, which may provide a new therapeutic target for HCC.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/patologia , Regulação para Baixo , Prognóstico , Expressão Gênica , Regulação Neoplásica da Expressão Gênica
3.
Chinese Journal of Hepatology ; (12): 716-722, 2023.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-986200

RESUMO

Objective: To analyze the expression levels of the F9 gene and F9 protein in hepatocellular carcinoma by combining multiple gene chip data, real-time fluorescence quantitative PCR (RT qPCR), and immunohistochemistry. Additionally, explore their correlation with the occurrence and development of hepatocellular carcinoma, as well as with various clinical indicators and prognosis. Methods: The mRNA microarray dataset from the GEO database was analyzed to identify the F9 gene with significant expression differences associated with hepatocellular carcinoma. Liver cancer and adjacent tissues were collected from 18 cases of hepatocellular carcinoma. RT-qPCR method was used to detect the F9 gene expression level. Immunohistochemistry was used to detect the F9 protein level. Combined with the TCGA database information, the correlation between F9 gene expression level and prognostic and clinicopathological parameters was analyzed. The biological function of F9 co-expressed genes associated with hepatocellular carcinoma was analyzed by the Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG). Statistical analysis was performed using Graphpad Prism software. Results: Meta-analysis results showed that the expression of the F9 gene was lower in HCC tissues than in non-cancerous tissues. Immunohistochemistry results were basically consistent with those of RT-qPCR. The data obtained from TCGA showed that the F9 gene had lower expression values in stages III-IV, T3-T4, and patients with vascular invasion. A total of 127 genes were selected for bioinformatics analysis as co-expressed genes of F9, which were highly enriched in redox processes and metabolic pathways. Conclusion: This study validates that the F9 gene and F9 protein are lower in HCC. The down-regulation of the F9 gene predicts adverse outcomes, which may provide a new therapeutic target for HCC.


Assuntos
Humanos , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/patologia , Regulação para Baixo , Prognóstico , Expressão Gênica , Regulação Neoplásica da Expressão Gênica
4.
Open Med (Wars) ; 15(1): 508-512, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33336005

RESUMO

INTRODUCTION: The incidence of laryngeal tuberculosis has increased gradually in recent years. Laryngeal tuberculosis has strong infectivity and atypical clinical manifestations. Hence, establishing the early diagnosis of laryngeal tuberculosis is considered difficult, resulting in the high rate of misdiagnosis of laryngeal tuberculosis and increased rates of tuberculosis infection. OBJECTIVE: This study aimed to describe a case of laryngeal tuberculosis detected using the mycobacteria gene chips technology, facilitating the early diagnosis and the treatment of laryngeal tuberculosis. CASE PRESENTATION: A 27-year-old woman presented with a 7-day history of hoarseness, with a normal routine blood chemistry test and chest computed tomography results. Histological analysis of the vocal cord biopsy showed granulomatous inflammation and the negative acid-fast stain test. The mycobacteria gene chips method was used to directly examine the vocal cord tissue treated with homogenate, and the Mycobacterium tuberculosis was successfully identified. Thus, the early diagnosis of laryngeal tuberculosis and the drug sensitivity of rifampin and isoniazid were confirmed. The patient recovered after undergoing a 1-year standard anti-tuberculosis therapy. CONCLUSIONS: Mycobacterial identification on homogenised biopsy using the mycobacteria gene chips method significantly facilitates the early diagnosis and the treatment of tuberculosis.

5.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-802152

RESUMO

Objective: To explore the key genes and potential therapeutic drugs for osteoarthritis (OA) by bioinformatics.Method: The microarray data GSE55235 was downloaded from the data platform of gene expression omnibus (GEO) and the differentially expressed genes were screened by R language software (3.5.0).Then,the differentially expressed genes were subjected to gene ontology (GO) enrichment analysis and Kyoto encyclopedia of genes and genomes (KEGG) signaling pathway analysis with David online database.The protein-protein interaction was analyzed by String 10.5 online database and visual editing was analyzed by Cytoscape v3.6.1 software.Subnetwork module analysis was utilized by MCODE plugin to screen the core genes in the process of OA.Finally,small molecule drugs with potential treatment for OA were analyzed by connectivity map (CMap) database.Result: A total of 556 differentially expressed genes were screened,among which 252 were up-regulated and 304 were down-regulated.These genes were mainly involved in extracellular matrix (ECM) organization,inflammatory response,cell adhesion,immune response,collagen binding,etc.The analysis of KEGG pathway showed that differential genes were mainly involved in ECM-receptor interaction,phosphatidylinositol 3 kinase-protein kinase B (PI3K/Akt) signaling pathway and osteoclast differentiation.Some genes,such as interleukin-6(IL-6),JUN,vascular endothelial growth factor α(VEGFA),FOS,MYC and early growth response gene-1(EGR-1),activating transcription factor-3(ATF-3),playing critical role in the process of OA were identified by protein-protein interaction.Some potential small molecular drugs for the treatment of OA have also been screened,such as lycorine and anisomycin.Conclusion: The selected key genes may be targets for the diagnosis of OA or potential targets for the treatment of OA,and the selected small molecular drugs can be developed as the key drugs for the treatment of OA.

6.
Biomed Pharmacother ; 101: 406-413, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-29501762

RESUMO

Gastric cancer incidence is relatively higher in China than that in developed countries; however, molecular mechanisms considering the initiation and progression of gastric cancer are still unclear. For decades, numerous microRNAs have been found to regulate a wide range of biological functions in gastric cancer. However, the oncogenic function of miR-615-3p in gastric cancer has not been reported to date. With the help of gene and microRNA chips in 10 patients, we were able to screen differential expressed genes and microRNAs compared with normal gastric tissues. After that, online bioinformatics analysis tools were used to predict microRNAs' potential targets. As a result, miR-615-3p and its potential target, CELF2, were selected for further experiments. QRT-PCR and western blot results indicated the aberrant high expression of miR-615-3p and low expression of CELF2 in gastric cancer both in vivo and in vitro. Moreover, miR-615-3p expression correlated to T and M stage. Up regulation of miR-615-3p inhibited the apoptosis, promoted proliferation and migration and led to the down-regulation of CELF2. Meanwhile, down-regulation of miR-615-3p resulted in anti-tumor effects. Immunochemistry staining of CELF2 showed its association with T, N and M stage. In addition, overexpression of CELF2 could reverse miR-615-3p's oncogenic functions stated before. These findings indicate that miR-615-3p promotes gastric cancer proliferation and migration by suppressing CELF2 expression for the first time, providing clues for future clinical practices.


Assuntos
Apoptose/genética , Proteínas CELF/genética , Movimento Celular/genética , Proliferação de Células/genética , MicroRNAs/genética , Proteínas do Tecido Nervoso/genética , Neoplasias Gástricas/genética , Carcinogênese/genética , Linhagem Celular Tumoral , Regulação para Baixo/genética , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Pessoa de Meia-Idade , Invasividade Neoplásica/genética , Invasividade Neoplásica/patologia , Neoplasias Gástricas/patologia , Regulação para Cima/genética
7.
Oncol Lett ; 13(6): 4077-4084, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28599409

RESUMO

Etoposide (VP16) combined with cisplatin (DDP), as the first-line chemotherapy for small cell lung cancer (SCLC), regularly confers drug resistance. The present study applied complementary (c)DNA and micro (mi)RNA microarray to identify gene and miRNA expression profiles associated with multidrug resistance (MDR) in SCLC. The VP16/DDP (VP16 combined with DDP) resistant SCLC H446/EP cell line was derived from the parental H446 cell line by continuous exposure to increasing concentrations of etoposide and cisplatin. The mRNA and miRNA expression profiles between the resistant and parental SCLC cells were analyzed by Phalanx OneArray™ mRNA and miRNA microarray, and the results were confirmed by quantitative polymerase chain reaction. The expression levels of 75 genes were downregulated whilst 40 genes were upregulated in the H446/EP cell line compared with the H446 cell line. The expression levels of 16 miRNAs were upregulated whilst 15 were downregulated in the H446/EP cell line compared with the H446 cell line. Expression profile studies indicate that the particular mRNA and miRNA alteration demonstrated in MDR of SCLC may provide potential biomolecular targets for MDR reversion.

8.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-512819

RESUMO

AIM: To investigate the effects of TNF receptor-associated death domains (TRADD) of latent membrane protein 1 (LMP1) on the proliferation of nasopharyngeal cancer SP18 cells.METHODS: The SP18-LMP1 cells and SP18-LMP1TRADD cells, which expressed LMP1 and LMP1 TRADD proteins, respectively, were established.The proliferation of SP18 cells affected by LMP1TRADD was detected by cell counting to analyze the cell growth curve, and by colony formation assay, soft agar formation assay, and flow cytometry.Moreover, the expression profile of differential genes between SP18-LMP1 cells and SP18-LMP1TRADD cells was analyzed by gene chips.RESULTS: The cell growth curve, and the results of colony formation and soft agar formation displayed that the growth velocity and colony forming ability of SP18-LMP1 cells were stronger than those of SP18-LMP1TRADD cells (P<0.01).The results of flow cytometry analysis showed that the proliferation index of SP18-LMP1 cells was higher than that of SP18-LMP1TRADD cells (P<0.01).Sixty-three differentially expressed genes associated with cell proliferation were screened out, in which 33 genes were up-regulated and 30 were down-regulated in the SP18-LMP1TRADD cells.CONCLUSION: TRADD active region is an important functional site of LMP1 to promote the proliferation of SP18 cells.LMP1 may improve the cell proliferation index and induce the proliferation of SP18 cells through TRADD.

9.
Chinese Journal of Pathophysiology ; (12): 2073-2077,2083, 2017.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-667319

RESUMO

AIM:To study the protective effect of heat shock factor1(HSF1) on the mice with lipopolysaccha-ride (LPS)-induced acute lung injury(ALI),and to screen the relevant differentially-expressed genes. METHODS:ALI mouse model was established by LPS intracheal instillation. The macroscopic and pathological changes of the lung tissue were observed,and the concentrations of total protein,TNF-α, IL-β, IL-6 and VEGF in the bronchoalveolar lavage fluid (BALF) were analyzed. Differentially-expressed genes in the lung tissues of HSF1 +/ +mice and HSF1 -/- mice with ALI induced by LPS were screened by gene chips. The key gene was verified by real-time qPCR. RESULTS:The macroscopic and pathological changes of the lung injury in HSF1 -/- +LPS mice were more serious than those in HSF1 +/ ++LPS mice.The concentrations of total protein,VEGF,TNF-α,IL-1β and IL-6 in the BALF of HSF1 -/- +LPS mice were significantly higher than those of HSF1 +/ ++LPS mice(P<0.05). Compared with the HSF1 +/ +mice,a total of 918 differentially-ex-pressed genes were indentified in the HSF1 -/- mice, among which the expression levels of 65 genes had obvious diffe-rence,with 28 genes up-regulated,including Atg7,ccr1,cxcr2,Tbl1xr1,Mmp9,Pparg,Plcb2,Arrb2,Cntn1,Col4a6, etc, and 37 genes down-regulated,including Fgfr1,Fgfr2,Map4k4,Ddx58,Tfg,Stat3,Smad4,Lamc1,Sdc3,etc. The results of real-time qPCR showed that the mRNA level of CXCR2 in HSF1 -/- + LPS mice was significantly higher than that in HSF1 +/ ++ LPS mice,which was consistent with the results of gene chips. CONCLUSION:HSF1 has protective effect on the mice with LPS-induced ALI. CXCR2 may be involved in the protective effect of HSF1 on this process.

10.
Biochim Biophys Acta ; 1866(2): 300-319, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27742530

RESUMO

The hallmarks of cancer capture the most essential phenotypic characteristics of malignant transformation and progression. Although numerous factors involved in this multi-step process are still unknown to date, an ever-increasing number of mutated/altered candidate genes are being identified within large-scale cancer genomic projects. Therefore, investigators need to be aware of available and appropriate techniques capable of determining characteristic features of each hallmark. We review the methods tailored to experimental cancer researchers to evaluate cell proliferation, programmed cell death, replicative immortality, induction of angiogenesis, invasion and metastasis, genome instability, and reprogramming of energy metabolism. Selecting the ideal method is based on the investigator's goals, available equipment and also on financial constraints. Multiplexing strategies enable a more in-depth data collection from a single experiment - obtaining several results from a single procedure reduces variability and saves time and relative cost, leading to more robust conclusions compared to a single end point measurement. Each hallmark possesses characteristics that can be analyzed by immunoblot, RT-PCR, immunocytochemistry, immunoprecipitation, RNA microarray or RNA-seq. In general, flow cytometry, fluorescence microscopy, and multiwell readers are extremely versatile tools and, with proper sample preparation, allow the detection of a vast number of hallmark features. Finally, we also provide a list of hallmark-specific genes to be measured in transcriptome-level studies. Although our list is not exhaustive, we provide a snapshot of the most widely used methods, with an emphasis on methods enabling the simultaneous evaluation of multiple hallmark features.


Assuntos
Neoplasias/patologia , Apoptose , Caspases/análise , Proliferação de Células , Metabolismo Energético , Epigênese Genética , Instabilidade Genômica , Guias como Assunto , Humanos , Neoplasias/genética , Neoplasias/metabolismo , Neovascularização Patológica/etiologia , Telômero
11.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-487028

RESUMO

AIM: To investigate the expression of microRNA-375 (miR-375) in hepatocellular carcinoma (HCC) and to analyze the target genes and signaling pathways regulated by miR-375.METHODS: The expression of miR-375 was examined at tissue microarray of HCC by in situ hybridization.The whole human genome chip and bioinforma-tics analysis were applied to screen out the differential expression genes and signaling pathways in 4 HCC cell lines trans-fected with miR-375 mimic.RESULTS:In situ hybridization showed the expression of miR-375 in HCC tissues were obvi-ously higher than that in tumor-adjacent tissues (P<0.05).There were 20 co-upregulated genes and 17 co-downregulated genes in all 4 cell lines.Bioinformatic analysis showed that there were 54 signaling pathways related to up-regulated genes and 48 signaling pathways related to down-regulated genes in all 4 cell lines.CONCLUSION: miR-375 may play a key role in the pathological process of HCC.The bioinformatic analysis is able to screen the target genes and signaling pathways regulated by miR-375 and to provide an explicit direction for further mechanism research on HCC.

12.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-503577

RESUMO

ObjectiveTo investigate the regulatory effects of traditional Chinese medicine (TCM) Shufengxuanfeijiedu formula on Janus kinase signal transducer and activators of transcription (JAK-STAT) of lung tissues in mice with influenza viral pneumonia.Methods According to random number table, 60 mice were randomly divided into six groups with 10 mice in each group: normal group (N), model group (M), Tamiflu control group (C) and low (SL), medium (SM), high dose (SH) Shufengxuanfeijiedu formula groups. The mouse model of influenza virus pneumonia was reproduced by dropping of 0.05 mL 4LD50 inflluenza virus FM1 strain which can be adapted to lung tissue into the nose; while the N received nose instillation of 0.05 mL normal saline. After successful modeling for 2 hours, distilled water was given orally (by lavage) to N and M; Duffy (oseltamivir) 2.5 g·mL-1·d-1 was administrated to C; the TCM SL, SM, SH were intragastrically administered with different doses of shufengxuanfeijiedu decoction into the corresponding groups respectively (the ingredients of prescription: chrysanthemum, mulberry leaf, almond, platycodon root, forsythia, bupleurum etc. forming granules), according to the suitable dose of granules used for human body surface, the dose used for mouse surface area was calculated, the high dose means the dose used in the medium dose group doubled, the low dose means 1/2 dose used in medium group, once a day, once 0.2 mL for consecutive 4 days. Afterwards, the lung tissues were collected, the mouse differential gene expressions related to JAK-STAT pathway were detected by gene chip technology, the standards for screening of differential gene expression were as follows: up-regulated gene was P 1; down-regulation gene wasP < 0.05, and log2ratio < -1. The levels in lung tissue kinase (JAK) andγinterferon (IFN-γ) mRNA expressions were determined by real-time fluorescence quantitative reverse transcription polymerase chain reaction (RT-qPCR).Results Compared with those in N, the differential expression gene transcription activator, STAT5 [log2 (N/M) = 2.32], interleukin 4 receptor alpha subunit [IL4RA, log2 (N/M) = 4.77], interleukin 12 receptor [IL12R, log2 (N/M) = 1.58], JAK [log2 (N/M) = 2.41] were all obviously up-regulated, and IFN was significantly down-regulated [log2 (N/M) = -1.45] in M. Compared with those in M, C group IFN [log2 (C/M) = 1.51], various TCM dose groups [log2 (SL/M) = 1.46, log2 (SM/M) = 1.72, log2 (SH/M) = 1.40] differential expression gene IFN was significantly up-regulated, STAT5 [log2 (C/M) = -2.06, log2 (SL/M) = -1.41, log2 (SM/M) = -2.10, log2 (SH/M) = -1.89], IL4RA [log2 (C/M) = -2.52, log2 (SL/M) = -1.85, log2 (SM/M) = -2.74, log2 (SH/M) = -1.39), IL12R [log2 (C/M) = -1.48, log2 (SL/M) = -0.10, log2 (SM/M) = -1.58, log2 (SH/M) = -0.53], JAK [log2 (C/M) = -1.44, log2 (SL/M) = -0.88, log2 (SM/M) = -1.74, log2 (SH/M) = -0.53] were significantly down-regulated. In M, the JAK mRNA expression was obviously elevated (2-ΔΔCt: 3.17±0.94 vs. 1.01±0.13,P < 0.05), while the IFN-γ mRNA expression was decreased (2-ΔΔCt: 0.15±0.48 vs. 1.01±0.12,P < 0.05); compared with M, the JAK mRNA expressions in C, SM and SH groups were all obviously decreased (2-ΔΔCt: 2.02±0.63, 1.19±0.30, 1.59±0.67 vs. 3.17±0.94, allP < 0.05); while the IFN-γmRNA expressions in C, SL, SM and SH groups were elevated (2-ΔΔCt: 0.61±0.12, 0.41±0.13, 0.85±0.14, 0.78±0.20 vs. 0.15±0.48, allP < 0.05).Conclusions Shufengxuanfeijiedu formula can ameliorate the mice immune pathological injury of lung tissues induced by influenza virus by regulating JAK-STAT signal pathway and balancing Th1/2 via up-regulating the expression of IFN-γ.

13.
Biomed Mater Eng ; 26 Suppl 1: S1953-9, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26405969

RESUMO

In view of the characteristics of high dimension, small samples, nonlinearity and numeric type in the gene expression profile data, the logistic and the correlation information entropy are introduced into the feature gene selection. At first, the gene variable is screened preliminarily by logistic regression to obtain the genes that have a greater impact on the classification; then, the candidate features set is generated by deleting the unrelated features using Relief algorithm. On the basis of this, delete redundant features by using the correlation information entropy; finally, the feature gene subset is classified by using the classifier of support vector machine (SVM). Experimental results show that the proposed method can obtain smaller subset of genes and achieve higher recognition rate.


Assuntos
Perfilação da Expressão Gênica/métodos , Modelos Lineares , Proteínas de Neoplasias/metabolismo , Neoplasias/metabolismo , Reconhecimento Automatizado de Padrão/métodos , Simulação por Computador , Entropia , Humanos , Análise de Regressão , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Estatística como Assunto
14.
J Comput Biol ; 22(4): 324-33, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25844671

RESUMO

Genes are often combinatorially regulated by multiple transcription factors (TFs). Such combinatorial regulation plays an important role in development and facilitates the ability of cells to respond to different stresses. While a number of approaches have utilized sequence and ChIP-based datasets to study combinational regulation, these have often ignored the combinational logic and the dynamics associated with such regulation. Here we present cDREM, a new method for reconstructing dynamic models of combinatorial regulation. cDREM integrates time series gene expression data with (static) protein interaction data. The method is based on a hidden Markov model and utilizes the sparse group Lasso to identify small subsets of combinatorially active TFs, their time of activation, and the logical function they implement. We tested cDREM on yeast and human data sets. Using yeast we show that the predicted combinatorial sets agree with other high throughput genomic datasets and improve upon prior methods developed to infer combinatorial regulation. Applying cDREM to study human response to flu, we were able to identify several combinatorial TF sets, some of which were known to regulate immune response while others represent novel combinations of important TFs.


Assuntos
Regulação da Expressão Gênica , Software , Imunoprecipitação da Cromatina , Perfilação da Expressão Gênica , Ontologia Genética , Redes Reguladoras de Genes , Humanos , Influenza Humana/imunologia , Influenza Humana/metabolismo , Cadeias de Markov , Modelos Genéticos , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Estresse Fisiológico , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
15.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-484617

RESUMO

Objective To compare the sensitivity of fluorescent quantitation polymerase chain reaction (fluorescent quantitation method) and gene‐chips typing method(gene‐chips method) in the detection of human papillomavirus(HPV) ,and to analyse differ‐ences and clinical significance .Methods A total of 246 women were selected as subjects ,among them ,111 cases of cervical exfolia‐ted cells and 135 cases of cervical tissues were collected and detected .15 kinds of high‐risk HPV genetypes were detected in all sub‐jects by using fluorescent quantitation method and gene‐chips method respectively ,and the detection results were compared . Results The sensitivity of the fluorescent quantitation method in detecting HPV was 55 .28% and that of the gene‐chips method was 55 .69% ,there was no statistically significant difference in sensitivity between the two methods (P>0 .05) .The two methods had relative high conformance(κ=0 .745) .The positive rate of HPV infection was increased with the progression of cervical dis‐ease .Conclusion The fluorescent quantitation method and the gene‐chips method have a relative high conformance ,and both with high sensitivity in detecting HPV .The severity degree of cervical cytological and histological changes may be positively correlated with HPV infection .

16.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-459279

RESUMO

Objective To study the genotypes of human papillomavirus (HPV)infection in female anus and anal canal condylo-ma acuminata(CA)tissues and their clinical significance.Methods 23 kinds of HPV-DNA were extracted from the paraffin-embed-ded anus and anal canal tissue samples in 140 cases of female CA and detected by using PCR combined with the gene-chips tech-nique.Furthermore the related clinical pathological data of the patients were analyzed.Results Among 140 female anus and anal ca-nal CA tissue samples,103 cases were HPV positive and the total HPV infection rate was 73.57%(103/140).Among them,68 ca-ses were single type HPV infection,the positive detection rate was 48.57%(68/140)and 35 cases were multiple types HPV infec-tion,the positive detection rate was 25.00% (35/140).In single type HPV infection,34 cases were HPV11 and the positive detec-tion rate was 24.29% (34/140),HPV11 was the main infection type,followed by HPV 6 in 27 cases,its positive detection rate was 19.29%(27/140).In the multiple types HPV infection,13 cases were HPV 6 + 11,accounting for 37.14% (13/35 )of multiple types infection,followed by HPV11 +18 in 3 cases and HPV 6+11+16 in 3 cases,each accounting for 8.57%(3/35)of the multi-ple types infection.Conclusion HPV 6,11 ,6+11,11 +18 and 6+11+16 are the main infection genotypes in female anus and anal canal CA.PCR combined with the gene-chips technique is a diagnostic method more suitable for clinical development of HPV geno-typing detection,which has high sensitivity and good specificity and is especially suitable for the molecular epidemiology study of HPV infection.

17.
Syst Biol Reprod Med ; 60(3): 136-42, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24517280

RESUMO

We explored the molecular mechanisms of obesity and insulin resistance in patients with polycystic ovary syndrome (PCOS) using a human embryonic stem cell model (hESCs). Three PCOS-derived and one non-PCOS-derived hESC lines were induced into adipocytes, and then total RNA was extracted. The differentially expressed PCOS-derived and non-PCOS-derived adipocytes genes were identified using the Boao Biological human V 2.0 whole genome oligonucleotide microarray. Signals of interest were then validated by real-time PCR. A total of 153 differential genes were expressed of which 91 genes were up-regulated and 62 down-regulated. Nuclear receptor subfamily 0, group B, member 2 (NR0B2) was an up-regulated gene, and the GeneChip CapitalBio® Molecule Annotation System V4.0 indicated that it was associated with obesity and diabetes (Ratio ≥ 2.0X). Multiple genes are involved in PCOS. Nuclear receptor subfamily 0, group B, member 2 may play a role in obesity and insulin resistance in patients with PCOS.


Assuntos
Adipócitos/metabolismo , Adipogenia/genética , Células-Tronco Embrionárias/metabolismo , Resistência à Insulina/genética , Obesidade/genética , Síndrome do Ovário Policístico/genética , Estudos de Casos e Controles , Linhagem Celular , Feminino , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica , Predisposição Genética para Doença , Humanos , Obesidade/metabolismo , Obesidade/fisiopatologia , Análise de Sequência com Séries de Oligonucleotídeos , Fenótipo , Síndrome do Ovário Policístico/metabolismo , Síndrome do Ovário Policístico/fisiopatologia , Reação em Cadeia da Polimerase em Tempo Real , Reprodutibilidade dos Testes
18.
The Journal of Practical Medicine ; (24): 1482-1485, 2014.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-451330

RESUMO

Objective To evaluate the effect of probe melting curve analysis and gene chips on detecting drug resistance of Mycobacterium tuberculosis against isoniazid and rifampicin. Methods Drug resistance was detected by gene chip and probe melting curve analysis in 46 cases of patients with sputum smear positive specimens, with L-J culture as the gold standard. Results In all the 46 cases, the detection of drug resistance genes against isoniazid was performed by probe melting curve analysis and gene chips, achieving the coincidences of 91.3% and 80.43% with those by L-J culture, respectively. The detection of drug resistance genes in 38 cases administered with rifampicin was conducted as well by the two techniques, achieving the coincidences of 84%and 89.4% with those by L-J culture. There were no significant differences between the two methods (P > 0.05). Conclusion The gene chip direct detection and probe melting curve analysis are of high value in diagnosis of tuberculosis, and they can be regarded as a diagnosis method of choice for tuberculosis. Both have the priorities of timesaving, high sensitivity and specificity.

19.
Cancer Research and Clinic ; (6): 212-215, 2014.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-447300

RESUMO

Neoadjuvant radiotherapy could decrease the local recurrence rate,increase the probability of the anal sphincter preservation,improve survival rate and the quality of patients' lives.For stage Ⅲpatients with rectal cancer,the recurrence rate is higher in short-course radiotherapy compared with conventionally radiotherapy.Molecular markers combined with gene technology can be used as radiosensitivity indicators.Conventional radiotherapy has a definite effect and radiotherapy combined with chemotherapy has better efficacy.The extensive researches of diverse molecular markers,gene expression profiling and gene chips for rectal cancer provide the basis of personalized treatment.

20.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-437581

RESUMO

Objective To find out the differences in gene expression of spleen tissue in septic rats by using DNA microarrays.Methods Thirty male Wistar rats were randomly (random number) and equally divided into control group and sepsis group,and septic rat model was induced by cecal ligation puncture (CLP).The rats of control group were only subjected to a simulated operation without CLP.Gene expression profiles were studied by using RatRef-12 gene chip.Rat gene expression profile was showed by using microarray to detect the changes in gene expression pattern of rat spleen tissue after CLP.And subsequently,by using relevant computer software to screen and analyze,the comparison of differences in gene expression between the sepsis group and control group was made.Results Of 22 523 genes,205 differential genes were found between sepsis group and control group,accounting for 0.910%.Among them 98 genes showed up-regulation,with 48 known functional genes,and 107 genes showed down-regulation,with 64 known functional genes.The function of such different genes were associated mainly with apoptosis,inflammation and energy metabolism of spleen cells.Conclusions Splenic dysfunction may be attibuted to the abnormal expression of relevant genes subjected to apoptosis,inflammation and alteration of energy metabolism.It may be the cause of immunosuppression in the later stage of sepsis.

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