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1.
Article in Chinese | WPRIM | ID: wpr-981353

ABSTRACT

The present study aimed to explore the main active components and underlying mechanisms of Marsdenia tenacissima in the treatment of ovarian cancer(OC) through network pharmacology, molecular docking, and in vitro cell experiments. The active components of M. tenacissima were obtained from the literature search, and their potential targets were obtained from SwissTargetPrediction. The OC-related targets were retrieved from Therapeutic Target Database(TTD), Online Mendelian Inheritance in Man(OMIM), GeneCards, and PharmGKB. The common targets of the drug and the disease were screened out by Venn diagram. Cytoscape was used to construct an "active component-target-disease" network, and the core components were screened out according to the node degree. The protein-protein interaction(PPI) network of the common targets was constructed by STRING and Cytoscape, and the core targets were screened out according to the node degree. GO and KEGG enrichment analyses of potential therapeutic targets were carried out with DAVID database. Molecular docking was used to determine the binding activity of some active components to key targets by AutoDock. Finally, the anti-OC activity of M. tenacissima extract was verified based on SKOV3 cells in vitro. The PI3K/AKT signaling pathway was selected for in vitro experimental verification according to the results of GO function and KEGG pathway analyses. Network pharmacology results showed that 39 active components, such as kaempferol, 11α-O-benzoyl-12β-O-acetyltenacigenin B, and drevogenin Q, were screened out, involving 25 core targets such as AKT1, VEGFA, and EGFR, and the PI3K-AKT signaling pathway was the main pathway of target protein enrichment. The results of molecular docking also showed that the top ten core components showed good binding affinity to the top ten core targets. The results of in vitro experiments showed that M. tenacissima extract could significantly inhibit the proliferation of OC cells, induce apoptosis of OC cells through the mitochondrial pathway, and down-regulate the expression of proteins related to the PI3K/AKT signaling pathway. This study shows that M. tenacissima has the characteristics of multi-component, multi-target, and multi-pathway synergistic effect in the treatment of OC, which provides a theoretical basis for in-depth research on the material basis, mechanism, and clinical application.


Subject(s)
Humans , Female , Marsdenia , Molecular Docking Simulation , Network Pharmacology , Phosphatidylinositol 3-Kinases , Proto-Oncogene Proteins c-akt , Ovarian Neoplasms/genetics , Databases, Genetic , Plant Extracts , Drugs, Chinese Herbal/pharmacology
2.
Article in Chinese | WPRIM | ID: wpr-970578

ABSTRACT

This paper aimed to explore the antidepressant effect of the essential oil from Schizonepeta tenuifolia Briq.(EOST) on the treatment of depression and its mechanism by using a combination of network pharmacology and the mouse model of lipopolysaccharide(LPS)-induced depression. The chemical components in EOST were identified using gas chromatography-mass spectrometer(GC-MS), and 12 active components were selected as the study objects. The targets related to EOST were obtained by Traditional Chinese Medicines Systems Pharmacology(TCMSP) and SwissTargetPrediction database. The targets related to depression were screened out through GeneCards, Therapeutic Target Database(TTD), and Online Mendelian Inheritance in Man(OMIM) database. The Venny 2.1 was applied to screen out the common targets of EOST and depression. The targets were imported into Cytoscape 3.7.2 to generate "drug-active component-diease-target" network diagram. The protein-protein interaction(PPI) network was constructed using STRING 11.5 database and Cytoscape 3.7.2, and the core targets were screened out. DAVID 6.8 database was used for Gene Ontology(GO) func-tional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG) pathway enrichment analysis, and subsequently the enrichment results were visualized through the bioinformatics platform. The mouse model of depression was induced by intraperitoneally injecting with LPS in mice. Before modeling, mice were administrated orally with EOST. The antidepressant effect of EOST was evalua-ted by tail suspension test(TST), forced swimming test(FST), and novelty suppressed feeding test(NSFT) after modeling. The content of interleukin(IL)-1β was determined by enzyme-linked immunosorbent assay(ELISA), and the protein expression levels of IL-1β and pro IL-1β in the hippocampus were determined by Western blot. There were 12 main components and 179 targets in EOAT, of which, 116 targets were related to depression, mainly involved in neuroactive ligand-receptor interaction, calcium signaling pathway, and cyclic adenosine monophosphate(cAMP) signaling pathway. Biological processes such as synaptic signal transduction, G-protein coupled receptor signaling pathway, and chemical synaptic transmission were involved. Molecular functions such as neurotransmitter receptor activity, RNA polymerase Ⅱ transcription factor activity, and heme binding were involved. In mice experiments, the results showed that EOST at 100 mg·kg~(-1) and 50 mg·kg~(-1) significantly shortened the immobility time in TST and FST as well as the feeding latency in NSFT compared with the model group, decreased the levels of serum IL-1β and NO, and reduced the protein expression levels of IL-1β and pro IL-1β in the hippocampus. In conclusion, EOST shows a good antidepressant effect in a multi-component, multi-target, and multi-pathway manner. The mechanism may be attributed to the fact that EOST can down-regulate the protein expression levels of IL-1β and pro IL-1β, decrease the release of inflammatory factors, and reduce neuroinflammation response.


Subject(s)
Animals , Mice , Oils, Volatile , Depression , Lipopolysaccharides , Network Pharmacology , Databases, Genetic , Calcium Signaling , Disease Models, Animal
3.
Article in Chinese | WPRIM | ID: wpr-970580

ABSTRACT

The present study aimed to explore the main active components and potential mechanisms of Panax notoginseng saponins(PNS) and osteopractic total flavone(OTF) in the treatment of osteoporosis(OP) through network pharmacology, molecular docking and in vitro cell experiments, which was expected to provide a theoretical basis for clinical applications. The blood-entering components of PNS and OTF were obtained from literature search and online database, and their potential targets were obtained from Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP) and SwissTargetPrediction. The OP targets were obtained by means of searching Online Mendelian Inheritance in Man(OMIM) and GeneCards. The common targets of the drug and disease were screened by Venn. Cytoscape was used to construct a "drug-component-target-disease" network, and the core components were screened according to the node degree. The protein-protein interaction(PPI) network of the common targets was constructed by STRING and Cytoscape, and the core targets were screened according to the node degree. GO and KEGG enrichment analysis of potential therapeutic targets were carried out by R language. Molecular docking was used to determine the binding activity of some active components to key targets by AutoDock Vina. Finally, HIF-1 signaling pathway was selected for in vitro experimental verification according to the results of KEGG pathway analysis. Network pharmacology showed that there were 45 active components such as leachianone A, kurarinone, 20(R)-protopanaxatriol, 20(S)-protopanaxatriol, and kaempferol, and 103 therapeutic targets such as IL6, AKT1, TNF, VEGFA and MAPK3 involved. PI3K-AKT, HIF-1, TNF and other signaling pathways were enriched. Molecular docking revealed that the core components had good binding ability to the core targets. In vitro experiments found that PNS-OTF could up-regulate the mRNA expression levels of HIF-1α, VEGFA and Runx2, indicating that the mechanism of PNS-OTF in treating OP may be related to the activation of HIF-1 signaling pathway, and thus PNS-OTF played a role in promoting angiogenesis and osteogenic differentiation. In conclusion, this study predicted the core targets and pathways of PNS-OTF in treating OP based on network pharmacology and carried out in vitro experimental verification, which reflected the characteristics of multi-component, multi-target and multi-pathway synergy of PNS-OTF, and provided new ideas for the future clinical treatment of OP.


Subject(s)
Humans , Molecular Docking Simulation , Network Pharmacology , Osteogenesis , Phosphatidylinositol 3-Kinases , Osteoporosis , Databases, Genetic
4.
Article in English | WPRIM | ID: wpr-971482

ABSTRACT

Metabolic reprogramming is a common phenomenon in cancer, with aerobic glycolysis being one of its important characteristics. Hypoxia-inducible factor-1α (HIF1Α) is thought to play an important role in aerobic glycolysis. Meanwhile, naringin is a natural flavanone glycoside derived from grapefruits and many other citrus fruits. In this work, we identified glycolytic genes related to HIF1Α by analyzing the colon cancer database. The analysis of extracellular acidification rate and cell function verified the regulatory effects of HIF1Α overexpression on glycolysis, and the proliferation and migration of colon cancer cells. Moreover, naringin was used as an inhibitor of colon cancer cells to illustrate its effect on HIF1Α function. The results showed that the HIF1Α and enolase 2 (ENO2) levels in colon cancer tissues were highly correlated, and their high expression indicated a poor prognosis for colon cancer patients. Mechanistically, HIF1Α directly binds to the DNA promoter region and upregulates the transcription of ENO2; ectopic expression of ENO2 increased aerobic glycolysis in colon cancer cells. Most importantly, we found that the appropriate concentration of naringin inhibited the transcriptional activity of HIF1Α, which in turn decreased aerobic glycolysis in colon cancer cells. Generally, naringin reduces glycolysis in colon cancer cells by reducing the transcriptional activity of HIF1Α and the proliferation and invasion of colon cancer cells. This study helps to elucidate the relationship between colon cancer progression and glucose metabolism, and demonstrates the efficacy of naringin in the treatment of colon cancer.


Subject(s)
Humans , Glycolysis , Colonic Neoplasms/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Phosphopyruvate Hydratase/metabolism , Flavanones/pharmacology , Cell Line, Tumor , Databases, Genetic , Cell Proliferation/drug effects , Transfection , Warburg Effect, Oncologic
5.
Arq. Asma, Alerg. Imunol ; 5(1): 51-55, jan.mar.2021. ilus
Article in Portuguese | LILACS | ID: biblio-1398413

ABSTRACT

As síndromes autoinflamatórias são doenças raras, genéticas de envolvimento prioritário da imunidade inata. Avanços nas técnicas de sequenciamento genético permitiram dissecar os genes envolvidos nestas doenças, continuamente organizando o quebra-cabeça genético e fisiopatológico de tais desordens. Este artigo revisa os últimos achados genéticos com seus respectivos fenótipos, código OMIM e ORPHA. Além disso, sugere cautela na triagem clínica e na indicação de métodos restritivos de sequenciamentos genéticos.


Autoinflammatory diseases comprise a group of rare, genetic disorders with priority involvement of innate immunity. Advances in genetic sequencing techniques allowed genetic dissection of genes involved in these diseases, with continuous organization of the genetic and pathophysiologic puzzle of these disorders. This article reviews the most recent genetic findings linked to respective phenotypes and OMIM and ORPHA codes. Moreover, it suggests caution in clinical screening and genetic sequencing indication with restrictive genetic panels.


Subject(s)
Humans , Hereditary Autoinflammatory Diseases , Genetic Diseases, Inborn , Immunity, Innate , Mass Screening , Triage , Databases, Genetic , Rare Diseases
6.
Rev. ADM ; 78(2): 90-94, mar.-abr. 2021.
Article in Spanish | LILACS | ID: biblio-1247690

ABSTRACT

La biología molecular tiene mayor afinidad en las áreas de la salud, en odontología su principal aplicación ha sido en la identificación de microorganismos orales patógenos mediante el uso de secuencias genéticas específicas (ácido desoxirribonucleico [DNA], ácido ribonucleico [RNA] y proteínas). Las pruebas a nivel molecular se caracterizan por su rapidez, reproductibilidad, sensibilidad y especificidad de los microorganismos diana. El presente artículo de revisión bibliográfica servirá como herramienta para comprender los principios de las técnicas más destacadas como son: PCR estándar y RT-PCR en tiempo real, PCR con transcriptasa inversa, microarreglos y ensayo por inmunoabsorción ligado a enzimas (ELISA), además de sus ventajas y desventajas respecto a las pruebas convencionales (AU)


Molecular biology has a greater affinity in the areas of health. In dentistry, its main application has been the identification of pathogenic oral microorganisms, through the use of specific genetic sequences (deoxyribonucleic acid [DNA], ribonucleic acid [RNA] and proteins). Molecular tests are characterized by their rapidity, reproducibility, sensitivity and specificity of target microorganisms. This literature review article will serve as a tool to understand the principles of the most prominent techniques such as: Standard PCR, Real-time RT-PCR, Reverse transcriptase PCR, microarrays and Enzyme-linked immunosorbent assay (ELISA), in addition to their advantages and disadvantages with respect to conventional tests (AU)


Subject(s)
Humans , Sensitivity and Specificity , Diagnosis, Oral/methods , Molecular Biology , Mouth Diseases/diagnosis , Enzyme-Linked Immunosorbent Assay , Polymerase Chain Reaction , RNA-Directed DNA Polymerase , Reverse Transcriptase Polymerase Chain Reaction , Databases, Genetic
7.
Article in Chinese | WPRIM | ID: wpr-888039

ABSTRACT

The acupoint application of Euodiae Fructus at Yongquan(KI1) can significantly improve the sleep quality of patients with insomnia with berberine as the main effective component for the efficacy. Nineteen active compounds and 203 drug targets were screened out from Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP). After comparison with GeneCards and Online Mendelian Inheritance in Man(OMIM), 24 common genes of diseases and drugs were obtained. STRING 11.0 was used to construct a protein-protein interaction(PPI) network of the overlapping genes, and Matthews correlation coefficient(MCC) was employed to screen the core genes, which were then subjected to enrichment analysis with gene ontology(GO) and Kyoto encyclopedia of genes and genomes(KEGG). The results revealed that the main compounds of Euodiae Fructus, such as berberine and rutaecarpine, participated in the biological processes(such as neurotransmitter receptor activity) by regulating C-reactive protein(CRP), estrogen receptor 1(ESR1), 5-hydroxytryptamine(5-HT) receptor, and interleukin-6(IL-6) to exert sedative, anxiolytic, and antidepressant effects. Sixty 4-week-old SPF mice were randomly divided into a control group, a model group, a positive drug(diazepam tablets) group, and low-, medium-, and high-dose berberine groups. Medication with corresponding drugs was performed for one week. The results demonstrated that berberine was potent in reducing the activities and standing times of mice, down-regulating the levels of CRP and IL-6 mRNA in the hypothalamus, and up-regulating the expression of 5-HT(P<0.01); however, no significant effect on ESR1 was observed. The network of Euodiae Fructus in treating insomnia was constructed by network pharmacology and verified by tests. The findings indicated that the therapeutic efficacy of Euodiae Fructus in treating insomnia was achieved by participating in multiple biological processes, such as neurotransmitter receptor activity, which provided a scientific basis for its clinical application.


Subject(s)
Animals , Humans , Mice , Databases, Genetic , Drugs, Chinese Herbal/pharmacology , Gene Ontology , Medicine, Chinese Traditional , Sleep Initiation and Maintenance Disorders/genetics
8.
Article in Chinese | WPRIM | ID: wpr-888190

ABSTRACT

As one of the most commonly diagnosed cancers in the world, female breast cancer is induced by the high level of estrogen. Saussureae Involucratae Herba(SIH), a gynecological medicinal, regulates estrogen-induced diseases. However, the therapeutic effect of SIH on breast cancer has not been reported. Therefore, this study aims to explore the potential efficacy of SIH on breast cancer based on in vitro experiment and network pharmacology. The inhibitory effect of SIH water extract on proliferation and migration of breast cancer MDA-MB-231 cells was examined. The result demonstrated SIH water extract significantly suppressed the proliferation of breast cancer cells(IC_(50)=6.47 mg·mL~(-1)) and also restricted the migration. A total of 39 components of SIH were retrieved from traditional Chinese medicine database(TCMD) and 160 targets of SIH were screened by target fishing with the PharmaDB database. The Online Mendelian Inheritance in Man(OMIM) was used to establish a 1 001-targets data set of breast cancer. Based on the overlaps(45) of targets between SIH and breast cancer, a protein-protein interaction(PPI) network was built to analyze the interactions among these targets with STRING platform and Cytoscape. Finally, through topology and GO and KEGG analysis, 8 targets, 101 pathways and 85 biological processes were found to involve the treatment of breast cancer by SIH. SIH may exert the anti-breast cancer effect by regulating cell cycle, inhibiting proliferation, migration and adhesion of cancer cells, and modulating estrogen receptor. This study clarified the mechanism of SIH in treating breast cancer, which lays a foundation for the further development of SIH.


Subject(s)
Female , Humans , Breast Neoplasms/genetics , Databases, Genetic , Drugs, Chinese Herbal , Medicine, Chinese Traditional
9.
Belo Horizonte; s.n; 2021. 62 p. ilus.
Thesis in Portuguese | LILACS | ID: biblio-1570314

ABSTRACT

Introdução: Pythium insidiosum é um microrganismo fenotipicamente semelhante aos fungos com hifas, mas este oomyceto pertencente ao filo Straminofila, filogeneticamente separado dos fungos verdadeiros. Usando metodologias moleculares, isolados de P. insidiosum foram colocados em três grupos filogenéticos de acordo com sua distribuição geográfica. Mais recentemente, quatro grupos filogenéticos foram relatados. Pythium insidiosum é capaz de causar infecções graves em humanos. Pode acometer os olhos na forma de ceratites e infecções dos tecidos adjacentes que ameaçam não apenas a visão, mas também a vida do paciente. Devido ao desenvolvimento de hifas, frequentemente a infecção por esse patógeno é confundida e diagnosticada erroneamente como infecção fúngica. Objetivo: Investigar as características moleculares e filogenéticas dos isolamentos de P. insidiosum recuperados de quatorze amostras coletadas na Índia em casos de ceratite. Materiais e Métodos: Foram avaliados quatorze isolamentos de P. insidiosum dos quais foram extraídos o DNA e, então, realizados PCR com primers universais. Prosseguiu-se com amplificação das sequências utilizando Internal Transcriber Spacers (ITS) e Citocromo C Oxidase subunidade II (COXII). As análises filogenéticas subsequentes, utilizando as sequências de ITS e COXII, foram analisadas pelo método estatístico Neighbor Joining (MEGAX). Resultados: As árvores filogenéticas usando as sequências de DNA amplificadas (ITS e COXII) mostraram resultados análogos. As sequências provenientes dos quatorze isolamentos analisados foram especificamente colocadas, com alto suporte de bootstrap, no grupo II (Ásia, Austrália e África) e no grupo IV (Tailândia, Israel), de acordo com a divisão atual de P. insidiosum. Do total dos quatorze isolamentos, dez foram colocados no grupo II e quatro no grupo IV. Interessantemente, nenhum dos isolamentos foi colocado nos grupos I e III (Américas). Foi possível comprovar que os dez isolados neste estudo foram identificados como P. insidiosum comprovando a hipótese inicial. No entanto, como foi postulado anteriormente, ao avaliar as quatro sequências localizadas no grupo IV a existência de uma espécie inteiramente nova é fortemente suportada. Para confirmar essa hipótese, são necessários novos estudos baseados em análises estatísticas. Conclusão: Pacientes com ceratite resistente ao tratamento convencional, de rápida evolução, com cultura de padrão de crescimento com presença de micélios submersos aderidos ao ágar devem alertar sobre a possibilidade de infecção por P. insidiosum. Para a confirmação de possíveis isolados de P. insidiosum, técnicas moleculares devem ser realizadas. Esses foram os passos seguidos no presente estudo tornando possível a identificação do agente etiológico das ceratites da Índia como P. insidiosum. Além disso, as técnicas filogenéticas usadas neste e em outros estudos, sugeriram a possibilidade de uma nova espécie dentro do complexo P. insidiosum, o que provavelmente é uma das contribuições mais importantes deste estudo.


Introduction: Pythium insidiosum is a microorganism phenotypically like fungi with hyphae, but this oomycete belongs to the phylum Straminopila phylogenetically away from true fungi. Using molecular methodologies, isolates of P. insidiosum were placed in three phylogenetic groups according to their geographic distribution. More recently, four phylogenetic groups were reported. Pythium insidiosum can cause serious infections in humans. It can affect the eyes in the form of keratitis and infections of adjacent tissues that threaten not only the eyesight, but also the patient's life. Due to the development of hyphae, infection with this pathogen is often mistaken and misdiagnosed as a fungal infection. Objective: To investigate the molecular and phylogenetic characteristics of the isolates of P. insidiosum recovered from fourteen samples collected in Indian cases of keratitis. Materials and Methods: Fourteen P. insidiosum isolates were evaluated, from which DNA was extracted and then PCR with universal primers was performed. PCR amplification was performed using Internal Transcriber Spacers (ITS) and Cytochrome C Oxidase S subunit II (COXII) primers and subsequently sequenced. Phylogenetic analyzes, using the aligned ITS and COXII sequences, were analyzed by the Neighbor Joining method (MEGAX). Results: Phylogenetic trees using the amplified DNA sequences (ITS and COXII) showed similar results. The DNA sequences from the fourteen analyzed isolates were specifically placed, with high bootstrap support, in group II (Asia, Australia and Africa) and in group IV (Thailand, Israel), according to the current phylogenetic cluster classification of P. insidiosum. Of the fourteen isolates, ten were placed in cluster II, and four of them in cluster IV. Interestingly, none of the isolations were placed in clusters I and III (The Americas). The ten isolates in this study were identified as P. insidiosum, which support the initial hypothesis. As was previously postulated, this study found that the four Indian DNA sequences located in cluster IV represent an entirely new specie. To confirm this finding, further studies based on statistical analysis are needed. Conclusion: Patients with keratitis of rapid clinical progression, resistant to conventional treatment, with the presence of submerged mycelia adhered to the agar should alert clinicians about the possibility of infection caused by P. insidiosum. To identify possible P. insidiosum isolates, molecular techniques must be performed. Molecular and phylogenetic analyses were used in the present study making it possible to identify the etiological agent of keratitis in India as P. insidiosum. In addition, phylogenetic analyses in this and other studies, suggested the possibility of a new species within P. insidiosum complex, which is probably one of the most important contributions of this study.


Subject(s)
Corneal Ulcer , Academic Dissertation , Databases, Genetic
10.
Clinics ; 75: e1913, 2020. tab, graf
Article in English | LILACS | ID: biblio-1133412

ABSTRACT

OBJECTIVES: High-throughput sequencing of genomes, exomes, and disease-focused gene panels is becoming increasingly common for molecular diagnostics. However, identifying a single clinically relevant pathogenic variant among thousands of genetic polymorphisms is a challenging task. Publicly available genomic databases are useful resources to filter out common genetic variants present in the population and enable the identification of each disease-causing variant. Based on our experience applying these technologies at Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo, Brazil, we recognized that the Brazilian population is not adequately represented in widely available genomic databases. METHODS: Here, we took advantage of our 5-year experience as a high-throughput sequencing core facility focused on individuals with putative genetic disorders to build a genomic database that may serve as a more accurate reference for our patient population: SELAdb. RESULTS/CONCLUSIONS: Currently, our database comprises a final cohort of 523 unrelated individuals, including patients or family members managed by different clinics of HCFMUSP. We compared SELAdb with other publicly available genomic databases and demonstrated that this population is very heterogeneous, largely resembling Latin American individuals of mixed origin, rather than individuals of pure European ancestry. Interestingly, exclusively through SELAdb, we identified a spectrum of known and potentially novel pathogenic variants in genes associated with highly penetrant Mendelian disorders, illustrating that pathogenic variants circulating in the Brazilian population that is treated in our clinics are underrepresented in other population databases. SELAdb is freely available for public consultation at: http://intranet.fm.usp.br/sela


Subject(s)
Humans , Genomics , Databases, Genetic , Brazil , Cohort Studies , High-Throughput Nucleotide Sequencing
11.
Article in Chinese | WPRIM | ID: wpr-941856

ABSTRACT

OBJECTIVE@#Deep learning models, including recurrent neural network (RNN) and gated recurrent unit (GRU), were used to construct the clinical prognostic prediction models for peritoneal dialysis (PD) patients based on routine clinical data. The performance of the RNN and GRU were compared with logistic regression (LR), which is commonly used in medical researches. The possible underlining clinical implications based on the result from the GRU model were also investigated.@*METHODS@#We used the clinical data from the PD center of Peking University Third Hospital as the data source. Both the baseline data at the beginning of dialysis, and the follow-up and prognostic data of the patients were used by the RNN and GRU prediction models. The hyper-parameters were tuned based on the 10-fold cross-validation. The risk prediction performance of each model was evaluated via area under the receiver operation characteristic curve (AUROC), recall rate and F1-score on the testset.@*RESULTS@#A total of 656 patients with the 261 occurrences of death were included in the experiment. The total number of all diagnostic records were 13 091. The results on the testset showed that the AUROC of the LR model, RNN model, and GRU model was 0.701 4, 0.786 0, and 0.814 7, respectively. The predictive performances of the GRU and RNN models were significantly better than that of the LR model. The performances of the GRU and RNN models assessed by recall rate and F1-score were also significantly better than that of the LR model, in which the GRU model reached the best performance. In addition, the recall rates were different among different causes of death or by different prediction time windows.@*CONCLUSION@#The recurrent neural network model, especially the GRU model, is more effective in predicting PD patients' prognosis as compared with the LR model. This new model may be helpful for clinicians to provide timely intervention, thus improving the quality of care of PD.


Subject(s)
Humans , Databases, Genetic , Logistic Models , Neural Networks, Computer , Peritoneal Dialysis , Prognosis
12.
Chinese Journal of Lung Cancer ; (12): 280-288, 2019.
Article in Chinese | WPRIM | ID: wpr-775631

ABSTRACT

BACKGROUND@#Lung cancer is a malignant tumor disease with high morbidity and high mortality. The non-small cell lung cancer (NSCLC) is the most common type, among them, lung squamous cell carcinoma own special pathological type and specific treatment, is a subtype of non-small cell lung cancer and can be divided into peripheral type and central type according to clinical phenotype. This study explores the differences in gene levels and their potential values based on clinical differences between central and peripheral in lung squamous cell carcinoma.@*METHODS@#The lung squamous cell carcinoma dataset was collected from The Cancer Genome Atlas (TCGA) database, clinical information and the corresponding gene expression profiles were downloaded. Then we further sort and analyze all these data.@*RESULTS@#In clinical characteristics analysis, result showed that central lung squamous cell carcinoma was more likely to metastasis with lymph node than peripheral lung squamous cell carcinoma (46.2%, 67/145 vs 28.9%, 26/90; P=0.019), while there were no significant differences in gender, age, tumor size, distant metastasis, tumor node metastasis (TNM) stage, and EGFR mutation. Gene expression analysis showed 1,031 differentially expressed genes between central and peripheral lung squamous cell carcinoma, of which 629 genes were up-regulated and 402 genes were down-regulated (peripheral vs central). Further enrichment analysis showed differentially expressed genes were mainly riched in 6 signaling pathways. Among them, the neuroactive ligand-receptor interaction pathway was the main enrichment pathway of differentially expressed genes, and other differential expressed genes were mainly involved in lipid metabolism and glucose metabolism. The analysis of interaction network showed that hepatocyte nuclear factor 1 homeobox A (HNF1A) and cytochrome p450 family, Cytochrome P450 3A4 (CYP3A4) own widely effect in up-regulated genes, while ALB and APOA1 at the key positions of the network in down-regulated genes were CONCLUSIONS: Central and peripheral lung squamous cell carcinoma showed clinical phenotype difference not only reflected in the incidence of lymph node metastasis, but also in gene expression profiles. Among them, HNF1A, CYP3A4, ALB, APOA1 at the key position of the differential gene interaction network and maybe as regulatory factors in the phenotypic difference.


Subject(s)
Aged , Female , Humans , Male , Middle Aged , Carcinoma, Squamous Cell , Genetics , Databases, Genetic , Gene Expression Profiling , Gene Regulatory Networks , Kaplan-Meier Estimate , Lung Neoplasms , Genetics , Smoking , Genetics
13.
Article in Chinese | WPRIM | ID: wpr-772096

ABSTRACT

OBJECTIVE@#To investigate the differentially expressed genes between gastric cancer and normal gastric mucosa by bioinformatics analysis, identify the important gene participating in the occurrence and progression of gastric cancer, and predict the functions of these genes.@*METHODS@#The gene expression microarray data GSE100935 (including 18 gastric cancer samples and normal gastric mucosal tissues) downloaded from the GEO expression profile database were analyzed using Morpheus to obtain the differentially expressed genes in gastric cancer, and a cluster analysis heat map was constructed. The online database UALCAN was used to obtain the expression levels of these differentially expressed genes in gastric cancer and normal gastric mucosa. The prognostic value of the differentially expressed genes in gastric cancer was evaluated with Kaplan-Meier survival analysis. GO functional enrichment analysis was performed using Fun-Rich software, and the STRING database was exploited to establish a PPI network for the differentially expressed genes.@*RESULTS@#A total of 45119 differentially expressed genes were identified from GSE100935 microarray data. Analysis with UALCAN showed an obvious high expression of EXD3 gene in gastric cancer, and survival analysis suggested that a high expression level of EXD3 was associated with a poorer prognosis of the patients with gastric cancer. GO functional enrichment analysis found that the differentially expressed genes in gastric cancer were involved mainly in the regulation of nucleotide metabolism and the activity of transcription factors in the cancer cells.@*CONCLUSIONS@#EXD3 may be a potential oncogene in gastric cancer possibly in relation to DNA damage repair. The up-regulation of EXD3 plays an important role in the development and prognosis of gastric cancer, and may serve as an important indicator for prognostic evaluation of the patients.


Subject(s)
Humans , Computational Biology , Databases, Genetic , Exonucleases , Genetics , Gastric Mucosa , Chemistry , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Neoplasm Proteins , Genetics , Prognosis , Stomach Neoplasms , Genetics , Mortality
14.
Article in English | WPRIM | ID: wpr-762598

ABSTRACT

Vitamin D hydroxylation-deficient rickets type 1A (VDDR1A, OMIM 264700) is a rare autosomal recessive inherited disorder. Pathogenic variants in the CYP27B1 gene lead to loss of 1α-hydroxylase activity. We report the case of a 22-month-old toddler who presented with growth retardation and delayed development. The patient exhibited the typical laboratory findings of VDDR1A, including hypocalcemia (calcium: 5.2 mg/dL), elevated serum level of alkaline phosphatase (2,600 U/L), elevated serum level of intact-parathyroid hormone (238 pg/mL), low 1,25(OH)₂D₃ level (11.2 pg/mL), and normal 25(OH)D₃ level (40.7 ng/mL). His height and weight were 76.5 cm and 9.5 kg, respectively (both <3rd percentile). The Bayley Scales of Infant and Toddler Development II indicated significantly delayed development (mental development index <50, psychomotor development index <50). The patient was a compound heterozygous for two novel pathogenic variants in the CYP27B1 gene: c.57_69del (p.Glu20Profs*2) and c.171dupG (p.Leu58Alafs*275), inherited from his mother and father, respectively. The patient showed remarkable improvement after treatment with calcitriol and calcium carbonate.


Subject(s)
Humans , Infant , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase , Alkaline Phosphatase , Calcitriol , Calcium Carbonate , Databases, Genetic , Fathers , Hypocalcemia , Mothers , Rickets , Vitamin D , Vitamins , Weights and Measures
15.
Cancer Research and Treatment ; : 1420-1429, 2019.
Article in English | WPRIM | ID: wpr-763218

ABSTRACT

PURPOSE: MicroRNAs (miRNAs) are a group of small non-coding RNAs involved in different cancers, including lung cancer. Here, we aim to investigate the expression profiles of circulating miRNAs and their roles contributed to the progress of lung cancer. MATERIALS AND METHODS: The levels of circulating miRNA in lung cancer patients were investigated by miRNAs assay. Then we predicted the target genes of aberrantly expressing miRNAs by searching genetic databases. Based on the A549 cells transfected with miR-1246 mimics or miR-1246 inhibitor,we further measured the roles of miR-1246 involving in the epithelial-mesenchymal transition (EMT), migration and invasion capacities of lung cancer cells in vitro. Finally, we detected the effects of miR-1246 on glycogen synthase kinase-3β (GSK-3β)/β-catenin pathway by immunofluorescence and Western blot, respectively. RESULTS: We identified that 14 miRNAs were aberrantly expressed in the serum of lung cancer patients. Among them, miR-1246 was the most up-regulated. The cell assays indicated that miR-1246 significantly increased the migration and invasion capabilities of A549 lung cancer cells. Meanwhile, immunofluorescence analysis revealed that miR-1246 promoted EMT process of A549 cells accompanying with decreasing E-cadherin expression, while increasing vimentin and transforming growth factor β (TGF-β) expression. Furthermore, an online tool predicated that miR-1246 might bind to 3′-untranslated region of GSK-3β, which was confirmed by overexpression and knockdown of miR-1246 assays. CONCLUSION: Taken together, the study illustrates that miR-1246 regulates Wnt/β-catenin pathway through targeting GSK-3β/β-catenin, which partly contributing to tumor metastasis. MiR-1246 may play an essential role in the diagnosis and therapeutic of lung cancer.


Subject(s)
Humans , Blotting, Western , Cadherins , Databases, Genetic , Diagnosis , Epithelial-Mesenchymal Transition , Fluorescent Antibody Technique , Glycogen Synthase , In Vitro Techniques , Lung Neoplasms , MicroRNAs , Neoplasm Metastasis , RNA, Small Untranslated , Transforming Growth Factors , Vimentin
16.
Article in Korean | WPRIM | ID: wpr-759913

ABSTRACT

Anthropological genetics emerged as a new discipline to investigate the origin of human species in the second half of the twentieth century. Using the genetic database of blood groups and other protein polymorphisms, anthropological geneticists started redrawing the ancient migratory history of human populations. A peculiarity of the Korean experience is that clinical physicians were the first experts using genetic data to theorize the historical origin of the respective population. This paper examines how South Korean physicians produced the genetic knowledge and discourse of the Korean origin in the 1970s and 1980s. It argues that transnational scientific exchange led clinical researchers to engage in global anthropological studies. The paper focuses on two scientific cooperative cases in medical genetics at the time: the West German-South Korean pharmacogenetic research on the Korean population and the Asia-Oceania Histocompatibility Workshop. At the outset, physicians introduced medical genetics into their laboratory for clinical applications. Involved in cooperative projects on investigating anthropological implications of their clinical work, medical researchers came to use their genetic data for studying the Korean origin. In the process, physicians simply followed a nationalist narrative of the Korean origin rather than criticizing it. This was partially due to their lack of serious interest in anthropological work. Their explanations about the Korean origin would be considered “scientific” while hiding their embracing of the nationalist narrative.


Subject(s)
Humans , Blood Group Antigens , Databases, Genetic , Education , Genetics , Genetics, Medical , Histocompatibility
17.
Article in English | WPRIM | ID: wpr-764507

ABSTRACT

Smith-Kingsmore syndrome (SKS; OMIM 616638), also known as macrocephaly-intellectual disability-neurodevelopmental disorder-small thorax syndrome (MINDS; ORPHA 457485), is a rare autosomal dominant disorder, the prevalence of which is not known. It is caused by a heterozygous germline mutation in MTOR (OMIM 601231). Ten different MTOR germline mutations in 27 individuals have been reported in the medical literature to date. These were all gain-of-function missense variants, and about half of the 27 individuals had c.5395G>A p.(Glu1799Lys) in MTOR. Here, I report for the first time a Korean patient with the heterozygous germline mutation c.5395G>A p.(Glu1799Lys) in MTOR. It was found to be a de novo mutation, which was identified by whole-exome sequencing and confirmed by Sanger sequencing. The patient showed typical clinical features of SKS, including macrocephaly/megalencephaly; moderate intellectual disability; seizures; behavioral problems; and facial dysmorphic features of curly hair, frontal bossing, midface hypoplasia, and hypertelorism.


Subject(s)
Humans , Databases, Genetic , Germ-Line Mutation , Hair , Hypertelorism , Intellectual Disability , Megalencephaly , Prevalence , Problem Behavior , Seizures , Thorax
18.
Article in Chinese | WPRIM | ID: wpr-1008422

ABSTRACT

The aim of this paper was to screen the active targets of Schizonepetae Herba and Saposhnikoviae Radix in the treatment of ulcerative colitis by means of network pharmacology,and to investigate their mechanism of action. The effective components of Schizonepetae Herba and Saposhnikoviae Radix were screened out by traditional Chinese medicine systematic pharmacological( TCMSP)database,with oral bioavilability( OB) ≥30% and drug-like( DL) ≥18% selected as the thresholds. Target PPI network was built between the main components and their corresponding targets. One hundred and eighty-two human genes corresponding to the medicine target sites were obtained from Uniprot database; 3 874 genes corresponding to ulcerative colitis were obtained from Genecard database.A total of 115 intersection genes were screened from disease genes and medicine genes,and the PPI interaction analysis was conducted by using String tool. Disease-target PPI network was drawn by using Cytoscape software,and component-target-disease network was constructed. One hundred and eight nodes and 1 882 connections were found,and then Cytoscape software was used to merge the networks and filter the core network for gene GO function analysis and KEGG pathway enrichment analysis. The mechanism of Schizonepetae Herba and Saposhnikoviae Radix was then verified by animal experiment. Gene GO functional analysis suggested that biological process,molecular functions and cell components were involved,and it was found that ulcerative colitis might be related to transcription factor activity,and cytokine receptor binding,etc. Gene KEGG pathway enrichment analysis showed that the mechanism of ulcerative colitis might be associated with TNF and Toll-like receptors( TLRs) signaling pathway-mediated cytoinflammatory factors interleukin-1( IL-1) and interleukin-6( IL6). The possible mechanism of the effective components of Schizonepetae Herba and Saposhnikoviae Radix in treating ulcerative colitis might be related to intervening the cytokine receptor binding of TNF and TLRs signaling pathways,reducing the transcription of nuclear factor-kappaB( NF-κB),and inhibiting the secretion of intestinal inflammatory factors IL-1 and IL-6.


Subject(s)
Animals , Humans , Apiaceae/chemistry , Colitis, Ulcerative/drug therapy , Databases, Genetic , Drugs, Chinese Herbal/therapeutic use , Interleukins/metabolism , Lamiaceae/chemistry , Medicine, Chinese Traditional , Phytotherapy , Plant Roots/chemistry , Protein Interaction Mapping , Signal Transduction , Software , Toll-Like Receptors/metabolism
19.
Asian Journal of Andrology ; (6): 351-359, 2019.
Article in English | WPRIM | ID: wpr-1009685

ABSTRACT

MicroRNAs (miRNAs) are considered to be involved in the pathogenic initiation and progression of chronic nonbacterial prostatitis (CNP); however, the comprehensive expression profile of dysregulated miRNAs, relevant signaling pathways, and core machineries in CNP have not been fully elucidated. In the current research, CNP rat models were established through the intraprostatic injection of carrageenan into the prostate. Then, next-generation sequencing was performed to explore the miRNA expression profile in CNP. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) bioinformatical analyses were conducted to reveal the enriched biological processes, molecular functions, and cellular components and signaling pathways. As a result, 1224, 1039, and 1029 known miRNAs were annotated in prostate tissues from the blank control (BC), normal saline injection (NS), and carrageenan injection (CAR) groups (n = 3 for each group), respectively. Among them, 84 miRNAs (CAR vs BC) and 70 miRNAs (CAR vs NS) with significantly different expression levels were identified. Compared with previously reported miRNAs with altered expression in various inflammatory diseases, the majority of deregulated miRNAs in CNP, such as miR-146b-5p, miR-155-5p, miR-150-5p, and miR-139-5p, showed similar expression patterns. Moreover, bioinformatics analyses have enriched mitogen-activated protein kinase (MAPK), cyclic adenosine monophosphate (cAMP), endocytosis, mammalian target of rapamycin (mTOR), and forkhead box O (FoxO) signaling pathways. These pathways were all involved in immune response, which indicates the critical regulatory role of the immune system in CNP initiation and progression. Our investigation has presented a global view of the differentially expressed miRNAs and potential regulatory networks containing their target genes, which may be helpful for identifying the novel mechanisms of miRNAs in immune regulation and effective target-specific theragnosis for CNP.


Subject(s)
Animals , Male , Rats , Computational Biology , Databases, Genetic , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , MicroRNAs/metabolism , Prostate/metabolism , Prostatitis/metabolism , Rats, Wistar
20.
Article in English | WPRIM | ID: wpr-1010459

ABSTRACT

To further enrich the genetic data of the Chinese Xinjiang Mongolian group, the genetic distribution and forensic parameters of 19 autosomal short tandem repeats (STRs) were investigated. Altogether, 249 alleles were observed in these 19 STRs. The mean values of the polymorphism information content (PIC), match probability (MP), discrimination power (DP), and probability of exclusion (PE) for these 19 STRs were 0.7775, 0.0699, 0.9301, and 0.6085, respectively. Additionally, the cumulative DP and PE values obtained in the Mongolian group were 0.999 999 999 999 999 999 999 995 67 and 0.999 999 992 163, respectively. Furthermore, population genetic analysis of the Mongolian group and 20 published populations was conducted based on the population data of 15 overlapping STRs. Genetic distances indicated that the Mongolian group had closer genetic similarities with the Uyghur, Xibe, and other Chinese populations rather than the other continental populations. Multidimensional scaling analysis further revealed that the Mongolian group possessed similar genetic distributions as most Chinese populations. To sum it all up, these STRs could be used as an extremely efficient tool for forensic applications in the Xinjiang Mongolian group.


Subject(s)
Humans , Alleles , Asian People/genetics , China , DNA Fingerprinting , Databases, Genetic , Ethnicity/genetics , Gene Frequency , Genetic Markers , Genetics, Population , Genome, Human , Linkage Disequilibrium , Microsatellite Repeats , Mongolia , Polymorphism, Genetic , Principal Component Analysis , Probability , Software
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