RESUMO
Background Paraquat (PQ) is one of the most widely used herbicides in the world and a risk factor for Parkinson's disease (PD), but the mechanisms underlying PD are poorly understood. Single-cell RNA sequencing (scRNA-seq) technology can study cellular heterogeneity at genetic level, providing insights into the pathogenesis of PQ-induced PD. Objective To analyze the brain cell grouping of PQ-infected mice and the biological processes involved in the subpopulation of PD-like changes cells by scRNA-seq, and to provide clues for revealing potential mechanisms of PQ-induced PD-like changes in mouse brains. Methods Six male 6-week-old C57BL/6 mice were randomly divided into a control group and an experimental group, three mice in each group, and were intraperitoneally injected with 0 (saline) and 10.0 mg·kg−1 PD respectively, once every two days, for 10 consecutive injections for modeling. After infection, mouse brains were taken and scRNA-seq was performed. Cell segmentation was performed according to gene expression characteristics of different cell types, PD-related cell subsets were screened by bioinformatics tools, and gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), gene set enrichment analysis (GSEA), protein interaction network analysis, and transcription factor prediction were performed on their characteristic genes. Finally, GO and KEGG analyses were performed on the differential genes of PD-associated cell subsets between the PQ-treated group and the control group, and the biological processes in which these genes may participate were analyzed. Results The sequencing data met quality control standards, a total of 55779 cells were obtained, and all cell dimensionality reduction analysis results showed that they could be further divided into 37 clusters, including 5 major cell types. Based on the KEGG analysis of the top 20 characteristic genes of each subpopulation, the specifically expressed Cluster 33 subpopulation (dopaminergic neurons) was screened and found to be significantly associated with PD. The results of GO analysis showed that the biological function of this subpopulation mainly enriched neurotransmitter transport and regulation. The results of GSEA analysis showed that the tyrosine metabolic pathway and the ligand-receptor interaction pathway of neural activity in brain tissues were significantly enriched. The analysis of transcriptional regulatory networks showed that 39 transcription factors were expressed differently. The metabolic pathway of the dopamine neuronal subset, endocytosis, Ras-associated protein 1 (Rap1) signaling pathway, and mitogen-activated protein kinase (MAPK) signaling pathway were all affected by PQ exposure, according to further analysis of its effects on this subpopulation. The GO analysis showed that differential genes were involved in biological processes such as ion transport and synaptic assembly regulation, and were involved in the cellular component formation of cytoplasm and synapses. Conclusion This study has initially mapped the transcriptome of single cells in the mouse brain after PQ exposure, and screened out the specific expression of Cluster 33 subgroup (dopaminergic neurons), which is significantly correlated with PD, and its biological function changes may be one of the mechanisms of PD-like changes in the mouse brain induced by PQ.
RESUMO
OBJECTIVE: To explore the relationship of formaldehyde exposure, genome-wide DNA methylation, and prevalence of childhood acute lymphocytic leukemia( cALL).METHODS: A case-control study was conducted.Fifty-nine newly diagnosed cALL patients were selected as case group,and 54 orthopedic patients were included in control group.Enzyme-linked immunosorbent assay was used to measure the level of formaldehyde-human serum albumin( FA-HSA) and immunofluorescence method was used to examine the genome-wide DNA methylation level in whole blood.RESULTS: The level of FA-HAS in the blood of the case group was higher than that in the control group( median: 59.61 vs 35.06 fg/L,P < 0.01).Genomic-wide DNA methylation level in the case group was lower than that in the controls[( 2.86 ± 0.31) vs( 3.00 ± 0.28),P < 0.05].Formaldehyde exposure level was not associated with genomic-wide DNA methylation( Spearman correlation coefficient =-0.18,P > 0.05).High FA-HAS level and hypomethylation of genomic-wide DNA were risk factors for cALL onset( P < 0.05).CONCLUSION: Patients with high level of formaldehyde exposure and hypomethylation of genomic-wide DNA have a high risk of cALL.
RESUMO
Objective To investigate the characteristics of distribution and expression profiles of plasma miRNA in childhood acute lymphocytic leukemia (cALL) patients;the association between cALL incidence risk and plasma miRNA levels;the feasibility of plasma miRNA serving as cALL diagnostic biomarker.Methods A total of 111 pairs of newly diagnosed cALL patients and patients with fractures were collected from Shenzhen Children's Hospital,China,between January 2015 and November 2016.Age and sex of the cases and controls were 1 ∶ 1 matched and LNATM miRNA microarray was performed using 4 pairs of cALL and controls selected from the sample population.The expression level of miRNA was validated by real time quantitative PCR.Conditional logistic regression analysis was applied to evaluate the association between miRNA expression levels and the incidence risk of cALL.The receiver operating characteristic curve (ROC) and reclassification analysis were conducted to assess the feasibility of miRNAs serving as biomarkers for cALL.Results A total of 204 differentially expressed miRNA were screened out and let-7f-5p,miR-5100,miR-25-3p and miR-3654 were selected for validation identified according to the inclusion criteria.The expression levels of let-7f-5p,miR-5100 and miR-25-3p in the cALL patients were significantly lower than those of the controls (P＜0.01).After adjusting for confounding factors,3 miRNAs remained significantly associated with the risk of cALL (OR and 95％CI were 0.84 (0.76-0.92),0.81 (0.73-0.90)and 0.81 (0.74-0.89),respectively.Results from both the ROC analysis and reclassification analysis showed that introduction of one or more miRNA to traditional risk factors improved the area under the curve (P＜0.05) and provided additional values to diagnosis (P＜0.01).Conclusion The expression levels of let-7f-5p,miR-5100 and miR-25-3p were significantly associated with the incidence rate of cALL,and these miRNAs might serve as promising biomarkers for cALL.
RESUMO
Objective To investigate the characteristics of distribution and expression profiles of plasma miRNA in childhood acute lymphocytic leukemia (cALL) patients;the association between cALL incidence risk and plasma miRNA levels;the feasibility of plasma miRNA serving as cALL diagnostic biomarker.Methods A total of 111 pairs of newly diagnosed cALL patients and patients with fractures were collected from Shenzhen Children's Hospital,China,between January 2015 and November 2016.Age and sex of the cases and controls were 1 ∶ 1 matched and LNATM miRNA microarray was performed using 4 pairs of cALL and controls selected from the sample population.The expression level of miRNA was validated by real time quantitative PCR.Conditional logistic regression analysis was applied to evaluate the association between miRNA expression levels and the incidence risk of cALL.The receiver operating characteristic curve (ROC) and reclassification analysis were conducted to assess the feasibility of miRNAs serving as biomarkers for cALL.Results A total of 204 differentially expressed miRNA were screened out and let-7f-5p,miR-5100,miR-25-3p and miR-3654 were selected for validation identified according to the inclusion criteria.The expression levels of let-7f-5p,miR-5100 and miR-25-3p in the cALL patients were significantly lower than those of the controls (P＜0.01).After adjusting for confounding factors,3 miRNAs remained significantly associated with the risk of cALL (OR and 95％CI were 0.84 (0.76-0.92),0.81 (0.73-0.90)and 0.81 (0.74-0.89),respectively.Results from both the ROC analysis and reclassification analysis showed that introduction of one or more miRNA to traditional risk factors improved the area under the curve (P＜0.05) and provided additional values to diagnosis (P＜0.01).Conclusion The expression levels of let-7f-5p,miR-5100 and miR-25-3p were significantly associated with the incidence rate of cALL,and these miRNAs might serve as promising biomarkers for cALL.
RESUMO
Objective To analyze the bloodstream infections caused by vancomycin‐resistant Enterococcus (VRE)in West China Hospital and examine the risk factors of such infections for best control of VRE infections .Methods Case‐control method was used to compare the bloodstream infections due to VRE with those caused by vancomycin‐susceptible Enterococcus(VSE)from August 2010 to August 2014 in West China Hospital .The data were compared by T‐test ,Chi‐square test (univariate analysis) and logistic regression analysis (multivariate analysis) using SPSS 19 .0 software .Results A total of 31 VRE strains were isolated from bloodstream infections in the study period ,including 5 (16 .1 % ) strains of vancomycin‐resistant Enterococcus faecalis and 26 (83 .9 % )strains of vancomycin‐resistant Enterococcus faecium .In the past four years ,the prevalence of vancomycin‐resistant E . f aecalis in bloodstream infections was 1 .5% ,1 .6% ,1 .8% ,and 1 .2% ;while the prevalence of vancomycin‐resistant E . f aecium in bloodstream infections was 3 .8% ,4 .4% ,5 .8% ,and 7 .1% .Such VRE bloodstream infection was mainly found in Intensive Care Unit (ICU)(13 ,41 .9% )and Department of Neurosurgery (4 ,12 .9% ) .More than 90% of the isolates were resistant to ampicillin and erythromycin .But less than 20% of the strains were resistant to quinupristin‐dalfopristin and linezolid . Univariate analysis indicated that prolonged hospital stay , ICU admission , venous catheter ,prior carbapenem exposure , prior vancomycin/norvancomycin exposure were associated with VRE bloodstream infections .Logistic regression analysis confirmed that venous catheter was an independent risk factor of VRE bloodstream infections .Conclusions Venous catheter is an independent risk factor for VRE bloodstream infections . Infection control measures should be strengthened to prevent the outbreak of VRE‐related bloodstream infections .
RESUMO
<p><b>OBJECTIVE</b>To investigate the status of job burnout and its main influential factors in seafarers and to provide a scientific basis for ensuring the physical and psychological health of seafarers and increasing their working performance.</p><p><b>METHODS</b>A total of 1027 seafarers, who underwent physical examination at Fujian International Travel Health Care Center from January to June, 2013, and left and entered China through the Fujian port, were selected. The status of job burnout was investigated using a job burnout scale. A total of 1027 questionnaires were sent out, and 989 valid ones (96.30%) were returned.</p><p><b>RESULTS</b>The scores of emotional exhaustion and cynicism were the highest in the youngest age group (<30 years), divorced or widowed group, or those with a monthly income per person over 10,000 yuan (P < 0.05). The score of reduced personal accomplishment was the highest in seafarers with a degree of junior high school or less or those with a monthly income per person of 3 000-6 000 yuan (P < 0.05). The highest scores of emotional exhaustion and cynicism were also seen in seafarers with the highest frequency of overtime working, high occupational stress, less than 6 hours' sleep per day, or poor sleep quality (P < 0.05). The highest score of reduced personal accomplishment was also seen in seafarers with the latest sail time lasting for more than six months, low occupational stress, or good sleep quality (P < 0.05). Multivariate analysis showed that poor sleep quality and occupational stress were the main risk factors for job burnout in seafarers, while physical exercise was a protective factor.</p><p><b>CONCLUSION</b>Job burnout among seafarers is influenced by many factors. Therefore, measures should be taken by relevant administrative departments and seafarers themselves to reduce the incidence of job burnout.</p>
Assuntos
Adolescente , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem , Esgotamento Profissional , Satisfação no Emprego , Navios , Inquéritos e QuestionáriosRESUMO
Objective To study the effect of animation in the course of medical statistics.Methods By convenience cluster sampling,271 undergraduates in two classes were recruited from the specialty of medical image,medical anesthesia and medical laboratory.The experimental group (n =139) and control group (n =132) were set up randomly.The animation design is only used in the teaching process among the experimental group,while traditional teaching method without animation was used in the control group.All participants were surveyed by questionnaire for the effectiveness after one week of the curriculum closure.SPSS 15.0 software was used to do data entry and statistical analysis and two-sample t-test was used to compare the differences in text scores between two groups.Evaluation was made on the courseware of animation in experimental group.P ＜ 0.05 signifies that the differences have statistical significances.Results The test scores in experimental group (79.62 ± 9.34)were significantly higher than those in control group (77.10 ± 9.18; P ＜ 0.05).More than 85 ％ of the experimental students think animation can stimulate their enthusiasm in studying medical statistics; and help them better understand the key points and main difficulties of the statistical knowledge.Conclusion It suggests that animation can enable students to study better the course of medical statistics.
