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Detections of mefA, ermB, and mphA Macrolides Resistant Genes in Bacteria Isolated from Covid-19 Patients from Selected Health Facilities in Ibadan, Nigeria
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作者 Florence Bamigbola Toyosi Raheem +1 位作者 Muinat Fowora Felicia Adesina 《Advances in Microbiology》 CAS 2023年第2期106-117,共12页
Background: COVID-19 is a disease caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). Epidemiological data indicated that bacterial complications in COVID-19 would decrease clearance rate of the in... Background: COVID-19 is a disease caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). Epidemiological data indicated that bacterial complications in COVID-19 would decrease clearance rate of the infecting agent and increase mortality rate. Macrolides such as Azithromycin are usually administered to COVID-19 patients as palliative treatments. Currently, a considerable number of bacterial strains have developed resistance to various antibiotics, especially macrolides. Resistance is reported to be due to possession of mefA, ermB, and mphA genes by Gram positive and Gram negative bacteria. Therefore, this study determined antibiotic resistance patterns and identify mefA, ermB and mphA macrolide-resistant genes in bacterial pathogens isolated from COVID-19 cases in Ibadan, Nigeria. Methods: 400 Nasopharyngeal samples were collected from symptomatic cases before antibiotic medication;structured questionnaires were administered to collect socio-demographic data of participants. Samples were cultured on Blood, Chocolate, MacConkey and Mannitol salt agar at 37°C for 48 hrs. Bacterial identification was performed using VITEK 2.0 ID cards and API 20E for Gram positive and negative bacteria respectively. Antibiotic Susceptibility Testing was performed using Kirby Bauer disc diffusion methods and VITEK 2.0 AST card kits. DNA of multidrug resistant bacterial isolates was extracted;resistant genes were determined using a polymerase chain reaction with specific primers. Amplified genes were detected using agarose gel electrophoresis. Results: 240 (60%) had bacterial growth and 97 (22.2%) yielded no growth. From the 240 bacterial isolates, 38 (15.83%) were multi-drug resistant including resistance to macrolides (Azithromycin) 20 (52.63%) of which were positive for either mefA or ermB, and none (0.0%) possess mphA gene;14 (36.8%) isolates had mefA gene, 10 (26.3%) isolates carried ermB gene. Conclusion: Multi-drug bacterial resistance including macrolides and quinolones was detected. Only mefA and ermB genes were detected in the bacterial isolates, especially in Gram positive organisms. The detection of mefA and ermB genes in the MDR bacterial isolates raised concern on the use of azithromycin as palliative treatment for COVID-19 symptomatic patients. 展开更多
关键词 SARS-coV-2 Bacterial co-Infection API 20E VITEK 2.0 and Resistant genes
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基于线粒体COI基因的云南西花蓟马种群遗传多样性研究 被引量:1
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作者 姜宁 夏振远 +6 位作者 谢永辉 卢灿华 蔺忠龙 马俊红 郭建 王晓萌 盖晓彤 《中国烟草学报》 CAS CSCD 北大核心 2023年第4期66-75,共10页
【背景和目的】西花蓟马传播的番茄斑萎病毒属病毒可侵染烟草,为揭示云南西花蓟马传播扩散趋势。【方法】以线粒体DNA(mitochondrial DNA,mtDNA)COI基因为分子标记,检测23个不同云南西花蓟马地理种群的遗传多样性、遗传分化、分子变异... 【背景和目的】西花蓟马传播的番茄斑萎病毒属病毒可侵染烟草,为揭示云南西花蓟马传播扩散趋势。【方法】以线粒体DNA(mitochondrial DNA,mtDNA)COI基因为分子标记,检测23个不同云南西花蓟马地理种群的遗传多样性、遗传分化、分子变异和种群动态。【结果】基于mtDNA COI基因分析,共检测到10种单倍型,总群体的单倍型多样度(Hd)较高,为0.60700;总群体遗传分化指数(Fst)和基因流(Nm)分别为0.48031和4.46,表明云南西花蓟马各地理种群间基因交流水平较高;单倍型中介网络图没有明显分支;种群间分子变异主要来自种群内部;总群体中性检验Taijima’s D达到极显著水平,Fu’s Fs达到显著水平,且错配分布曲线中,除主峰外其余峰不明显,说明云南西花蓟马种群近期或正经历明显的种群扩张。【结论】云南西花蓟马种群遗传多样性丰富,近期种群或正经历明显扩张,应积极监测并采取有效的防控措施,保障农业生产健康发展。 展开更多
关键词 西花蓟马 种群遗传学 种群动态 mtDNA coI基因 地理种群
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Identify the signature genes for diagnose of uveal melanoma by weight gene co-expression network analysis 被引量:10
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作者 Kai Shi Zhi-Tong Bing +4 位作者 Gui-Qun Cao Ling Guo Ya-Na Cao Hai-Ou Jiang Mei-Xia Zhang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2015年第2期269-274,共6页
AIM: To identify and understand the relationship between co-expression pattern and clinic traits in uveal melanoma, weighted gene co-expression network analysis(WGCNA) is applied to investigate the gene expression lev... AIM: To identify and understand the relationship between co-expression pattern and clinic traits in uveal melanoma, weighted gene co-expression network analysis(WGCNA) is applied to investigate the gene expression levels and patient clinic features. Uveal melanoma is the most common primary eye tumor in adults. Although many studies have identified some important genes and pathways that were relevant to progress of uveal melanoma, the relationship between co-expression and clinic traits in systems level of uveal melanoma is unclear yet. We employ WGCNA to investigate the relationship underlying molecular and phenotype in this study.METHODS: Gene expression profile of uveal melanoma and patient clinic traits were collected from the Gene Expression Omnibus(GEO) database. The gene co-expression is calculated by WGCNA that is the R package software. The package is used to analyze the correlation between pairs of expression levels of genes.The function of the genes were annotated by gene ontology(GO).RESULTS: In this study, we identified four co-expression modules significantly correlated with clinictraits. Module blue positively correlated with radiotherapy treatment. Module purple positively correlates with tumor location(sclera) and negatively correlates with patient age. Module red positively correlates with sclera and negatively correlates with thickness of tumor. Module black positively correlates with the largest tumor diameter(LTD). Additionally, we identified the hug gene(top connectivity with other genes) in each module. The hub gene RPS15 A, PTGDS, CD53 and MSI2 might play a vital role in progress of uveal melanoma.CONCLUSION: From WGCNA analysis and hub gene calculation, we identified RPS15 A, PTGDS, CD53 and MSI2 might be target or diagnosis for uveal melanoma. 展开更多
关键词 weighted gene co-expression network analysis microarray data gene ontology
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Weighted Gene Co-expression Network Analysis of Gene Modules for the Prognosis of Esophageal Cancer 被引量:2
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作者 张丛 孙茜 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2017年第3期319-325,共7页
Esophageal cancer is a common malignant tumor, whose pathogenesis and prognosis factors are not fully understood. This study aimed to discover the gene clusters that have similar functions and can be used to predict t... Esophageal cancer is a common malignant tumor, whose pathogenesis and prognosis factors are not fully understood. This study aimed to discover the gene clusters that have similar functions and can be used to predict the prognosis of esophageal cancer. The matched microarray and RNA sequencing data of 185 patients with esophageal cancer were downloaded from The Cancer Genome Atlas(TCGA), and gene co-expression networks were built without distinguishing between squamous carcinoma and adenocarcinoma. The result showed that 12 modules were associated with one or more survival data such as recurrence status, recurrence time, vital status or vital time. Furthermore, survival analysis showed that 5 out of the 12 modules were related to progression-free survival(PFS) or overall survival(OS). As the most important module, the midnight blue module with 82 genes was related to PFS, apart from the patient age, tumor grade, primary treatment success, and duration of smoking and tumor histological type. Gene ontology enrichment analysis revealed that 'glycoprotein binding' was the top enriched function of midnight blue module genes. Additionally, the blue module was the exclusive gene clusters related to OS. Platelet activating factor receptor(PTAFR) and feline Gardner-Rasheed(FGR) were the top hub genes in both modeling datasets and the STRING protein interaction database. In conclusion, our study provides novel insights into the prognosis-associated genes and screens out candidate biomarkers for esophageal cancer. 展开更多
关键词 esophageal cancer The Cancer Genome Atlas co-expression network analysis weighted gene co-expression network analysis enrichment analysis
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Genetic Differentiation Analyses Based on mtDNA COⅡ Gene Sequences Among Different Geographic Populations of Aphis glycines(Hemiptera: Aphididae) in Northeast China 被引量:1
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作者 Li Ran Han Lan-lan +4 位作者 Ye Le-fu Zhang Hong-yu Sun Wen-peng Tong Xin Zhao Kui-jun 《Journal of Northeast Agricultural University(English Edition)》 CAS 2015年第3期23-31,共9页
Aphis glycines (Hemiptera: Aphididae) is considered as a cosmopolitan pest of cultivated soybean, major difficulties in its control measures may be due to its higher genetic diversity; however, the knowledge about ... Aphis glycines (Hemiptera: Aphididae) is considered as a cosmopolitan pest of cultivated soybean, major difficulties in its control measures may be due to its higher genetic diversity; however, the knowledge about population genetic diversity of this species is limited. This study aimed to represent the genetic differentiation among different geographic populations of soybean aphid in Northeast China. In order to investigate and assess the genetic diversity, genetic differentiation, molecular variance, population structure, ecological importance and evolutionary history of A. glycines, we sequenced a fragment of one protein-coding gene, the cytochrome c oxidase I/of mitochondrial DNA gene. The results showed that four haplotypes were defined among CO 11 gene of 180 sequences of soybean aphid in Northeast China including H1 shared by all the populations. Lower haplotype diversity (Hd=0.3590± 0.0420) and nucleotide diversity (Pi=0.0012±0.0002) were observed and high gene flow was detected in every two populations, while most of the variation (80.81%) arose from variability within A. glycines from individuals. Low genetic differentiation and high gene flow (Nm=2.106) indicated a high migration rate between the populations, which might reveal that gene flow in different geographic populations did not affect by geographical distance. The phylogenetic tree and the haplotype network ofA. glycines were obtained based on sequences of CO Ⅱ gene, there were no significant genealogical branches or clusters recognized in NJ tree, and no clear distribution, delineation of haplotypes were demonstrated in the haplotype network according to geographical location. This study rejected the vicariance hypothesis: geographic isolation could be a barrier and it restricted A. glycines gene flow among 10 populations. 展开更多
关键词 Aphis glycines mtDNA co geographic population gene flow genetic differentiation
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Genetic Differences of Mitten Crabs Based on RFLP Analysis on Mitochondrial Cytochrome Oxidase Subunit I(COI) Gene
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作者 HU Pengfei WANG Qian +1 位作者 DAI Wei WANG Xiaomei 《Journal of Northeast Agricultural University(English Edition)》 CAS 2008年第1期51-57,共7页
The genetic differences of 15 mitten crab populations from 6 river systems in China's Mainland and 1 population from Russia were studied based on RFLP analysis of mitochondrial cytochrome oxidase subunit I (CO I... The genetic differences of 15 mitten crab populations from 6 river systems in China's Mainland and 1 population from Russia were studied based on RFLP analysis of mitochondrial cytochrome oxidase subunit I (CO I). The results showed that Tas I-RFLP pattern could be used as a genetic marker to distinguish Eriocheir hepuensis from Eriocheir sinensis, Eriocheirjaponica and Eriocheir leptognathus; genetic distances among 13 populations of Eriocheir sinensis range from 0 to 0.015, indicating that they were different geographic strains; the subspecies status of Eriocheir sinensis and Eriocheir hepuensis (population from Nanliujiang) were considered owning to their genetic distances of 0.02-0.044, indicating that genetic divergence between them was low; Eriocheir leptognathus (population from Nanpaihe, Tianjin) was the most distant taxon with genetic distances value of 0.147-0.195, which could be defined as genetic distances between species in genus Eriocheir. 展开更多
关键词 mitten crab genetic differences mitochondrial co I gene RFLP
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Measles Virus(Nepal Strain)Hemagglutinin Gene: Cloning,Complete Nucleotide Sequence Analysis and Expression in COS Cells
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作者 Li, Lingyun Qi, Yipeng 《Wuhan University Journal of Natural Sciences》 EI CAS 1998年第3期123-128,共6页
Hemagglutinin gene of Measles virus(Nepal strain) was amplified by RT PCR technique, cloned and sequenced by the dideoxy mediated chain termination method. The comparison to the standard strain(Edmonston strain) sho... Hemagglutinin gene of Measles virus(Nepal strain) was amplified by RT PCR technique, cloned and sequenced by the dideoxy mediated chain termination method. The comparison to the standard strain(Edmonston strain) showed many important mutations. The homology of these two strains was 98.17%. Then H gene was cloned into expression vector pCD SRα296 and introduced into COS 7 cells by electroporation method. The expression and function of cloned H gene was checked by hemadsorption assays. 展开更多
关键词 measles virus hemagglutinin gene cos 7 cells hemadsorption assays
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酒精性肝炎自噬关键基因的筛选及生物信息学分析 被引量:3
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作者 袁超 练庆海 +3 位作者 尼贝贝 许燕 张彤 张剑 《器官移植》 CSCD 北大核心 2024年第1期90-101,共12页
目的筛选酒精性肝炎(AH)的自噬关键基因,探讨AH潜在的生物标志物和治疗靶点。方法采用基因表达综合数据库(GEO)中的2个AH基因芯片和从MSigDB、GeneCards数据库中获得的自噬相关数据集,通过加权基因共表达网络分析(WGCNA)获取关键基因。... 目的筛选酒精性肝炎(AH)的自噬关键基因,探讨AH潜在的生物标志物和治疗靶点。方法采用基因表达综合数据库(GEO)中的2个AH基因芯片和从MSigDB、GeneCards数据库中获得的自噬相关数据集,通过加权基因共表达网络分析(WGCNA)获取关键基因。对筛选的关键基因进行基因本体(GO)、京都基因和基因组百科全书(KEGG)功能富集分析,蛋白质相互作用(PPI)分析,免疫浸润分析,构建信使RNA(mRNA)-微小RNA(miRNA)网络,进行酒精性肝病不同分期的自噬相关关键基因的表达差异分析,并进一步通过实时荧光定量逆转录聚合酶链反应(RT-qPCR)在AH患者和小鼠肝脏组织中验证。结果本研究筛选得到了11个与AH自噬相关的基因(EEF1A2、CFTR、SOX4、TREM2、CTHRC1、HSPB8、TUBB3、PRKAA2、RNASE1、MTCL1、HGF),均为上调基因。在AH患者和小鼠肝脏组织中,SOX4、TREM2、HSPB8、PRKAA2在AH组中的相对表达量均高于对照组。结论SOX4、TREM2、HSPB8、PRKAA2可能是AH潜在的生物标志物和治疗靶点。 展开更多
关键词 酒精性肝炎 自噬 关键基因 生物信息学 加权基因共表达网络分析(WGCNA) 基因本体(GO) 京都基因和基因组百科全书(KEGG) 蛋白质相互作用(PPI)
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WGCNA联合LASSO-COX方法筛选甲状腺癌预后关键基因及其临床价值分析
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作者 张澍漾 郭松雪 +3 位作者 项承 支飞虎 谢立江 赵萍 《中国现代医生》 2023年第32期1-5,36,共6页
目的筛选甲状腺癌(thyroid cancer,THCA)的关键预后基因并构建预后预测模型。方法从癌症基因组图谱(The Cancer GenomeAtlas,TCGA)数据库中获取THCA和正常样本的基因表达谱,采用Limma算法筛选THCA组织与正常组织间差异表达基因(differen... 目的筛选甲状腺癌(thyroid cancer,THCA)的关键预后基因并构建预后预测模型。方法从癌症基因组图谱(The Cancer GenomeAtlas,TCGA)数据库中获取THCA和正常样本的基因表达谱,采用Limma算法筛选THCA组织与正常组织间差异表达基因(differentially expressed genes,DEGs),再进行权重基因共表达网络分析(weighted gene co-expression network analysis,WGCNA)和套索联合COX回归分析(least absolute shrinkage and selection operator regression COX analysis,LASSO-COX)获得与其预后相关基因,然后根据关键基因构建预后预测模型,基于风险评分进行生存分析和受试者工作特征(receiver operating characteristic,ROC)曲线分析,最后基于基因表达谱和风险评分进行基因集富集分析(gene set enrichment analysis,GSEA)以评估相关途径和分子机制。结果本研究筛选出5个THCA预后关键基因,即LINC02550、STEAP2、ATP2C2、PLEKHG4B和SALL4。通过这5个基因构建的预后评估模型表明,风险评分越高,预后越差。ROC曲线分析结果表明该模型对患者生存率具有优良的预测性能,结合THCA患者的主要临床特性建立的列线图具有良好的预测性能。GSEA分析发现mTOR信号通路、Hedgehog信号通路、细胞自噬调节、转化生长因子-β信号通路富集在高风险评分组。结论基于筛选出的5个关键基因构建的预后预测模型有助于预测THCA患者的预后,这5个基因是潜在的靶向治疗基因。 展开更多
关键词 甲状腺癌 基因集富集分析 权重基因共表达网络分析 套索联合coX回归分析
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大灰象甲非典型气味受体基因SvelOrco的克隆及组织表达谱分析
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作者 翟颖妍 张锋 +2 位作者 杨艺炜 王天舒 洪波 《西北农业学报》 CAS CSCD 北大核心 2023年第10期1646-1655,共10页
旨在克隆大灰象甲Sympiezomias velatus的Orco基因,明确其分子特征及其组织表达谱。通过分析成虫触角转录组数据并利用RT-PCR克隆出大灰象甲Orco基因,对大灰象甲Orco蛋白进行结构分析和系统发育分析,并采用qPCR测定Orco基因在大灰象甲... 旨在克隆大灰象甲Sympiezomias velatus的Orco基因,明确其分子特征及其组织表达谱。通过分析成虫触角转录组数据并利用RT-PCR克隆出大灰象甲Orco基因,对大灰象甲Orco蛋白进行结构分析和系统发育分析,并采用qPCR测定Orco基因在大灰象甲成虫不同组织中的表达量。克隆获得大灰象甲Orco基因并命名为SvelOrco(GenBank登录号:OM417062),其开放阅读框长1 449 bp,编码482个氨基酸。预测SvelOrco蛋白的分子质量为53.49 ku,等电点为5.66,主要由α-螺旋和无规则卷曲组成,有7个跨膜结构域。系统发育分析表明大灰象甲与云杉八齿小蠹Ips typographus亲缘关系最近。qPCR结果显示:SvelOrco主要在大灰象甲成虫触角上表达,雄虫触角表达量最高,是雌虫触角表达量的1.22倍,SvelOrco在翅部也有少量表达,在头、胸、腹和足的表达量极低。 展开更多
关键词 大灰象甲 非典型气味受体 基因克隆 序列分析 组织特异性表达谱
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PLAGL1 Is Identified as a Potential Diagnostic Marker for Co-Occurrence with Osteoporosis and Multiple Myeloma
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作者 Wencong Zhang Jiani Mo Aiguo Li 《Journal of Biosciences and Medicines》 2023年第7期174-206,共33页
Background: Osteoporosis (OP) is a common clinical manifestation of multiple myeloma (MM). The aim of this study was to investigate the possible molecular pathways and shared genes in the co-occurrence of OP and MM. M... Background: Osteoporosis (OP) is a common clinical manifestation of multiple myeloma (MM). The aim of this study was to investigate the possible molecular pathways and shared genes in the co-occurrence of OP and MM. Methods: The Gene Expression Omnibus database was used to retrieve gene expression information. Use WGCNA and differential analysis to screen out Hub genes. The GENEMANIA was used to build protein-protein interaction (PPI) networks. Enrichment analyses were performed to explore the functions. Validation datasets were selected to verify the diagnostic marker reliability of PLAGL1. The immune microenvironment of diseases was analyzed by immune infiltration analyses. Results: We confirmed a hub gene called PLAGL1, which is significantly under-expressed in both OP and MM. We found hub genes were associated with glucose and energy metabolism. Subsequently, the reliability of PLAGL1 for diagnosing OP and MM was verified using ROC curves, with all areas under the curve > 0.75. Moreover, PLAGL1 regulates t lymphocytes and may participate in the occurrence of OP in MM through immune pathways. Conclusions: PLAGL1 is a hub gene for the co-occurrence of OP and MM. It can regulate T-lymphocyte involvement in disease development. PLAGL1 may be a novel diagnostic marker for the co-occurrence of OP and MM. 展开更多
关键词 OSTEOPOROSIS Multiple Myeloma PLAGL1 IMMUNITY Weighted gene co-Expression Network Analysis
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The Influence of Co-Suppressing Tomato 1-Aminocyclopropane-1-Carboxylic Acid OxidaseⅠon the Expression of Fruit Ripening-Related and Pathogenesis-Related Protein Genes
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作者 HU Zong-li CHEN Xu-qing +2 位作者 CHEN Guo-ping Lü Li-juan Grierson Donald 《Agricultural Sciences in China》 CAS CSCD 2007年第4期406-413,共8页
The purpose of this study is to explore the influence of co-suppressing tomato ACC oxidase Ⅰ on the expression of fruit ripening-related and pathogenesis-related protein genes, and on the biosynthesis of endogenous e... The purpose of this study is to explore the influence of co-suppressing tomato ACC oxidase Ⅰ on the expression of fruit ripening-related and pathogenesis-related protein genes, and on the biosynthesis of endogenous ethylene and storage ability of fruits. Specific fragments of several fruit ripening-related and pathogenesis-related protein genes from tomato (Lycopersicon esculentum) were cloned, such as the l-aminocyclopropane-1-carboxylic acid oxidase 1 gene (LeAC01), 1- aminocyclopropane-l-carboxylic acid oxidase 3 gene (LeAC03), EIN3-binding F-box 1 gene (LeEBF1), pathogenesis-related protein 1 gene (LePR1), pathogenesis-related protein 5 gene (LePR5), and pathogenesis-related protein osmotin precursor gene (LeNP24) by PCR or RT-PCR. Then these specific DNA fragments were used as probes to hybridize with the total RNAs extracted from the wild type tomato Ailsa Craig (AC++) and the LeAC01 co-suppression tomatoes (V1187 and T4B), respectively. At the same time, ethylene production measurement and storage experiment of tomato fruits were carded out. The hybridization results indicated that the expression of fruit ripening-related genes such as LeACO3 and LeEBF1, and pathogenesis-related protein genes such as LePR1, LePR5, and LeNP24, were reduced sharply, and the ethylene production in the fruits, wounded leaves decreased and the storage time of ripening fruits was prolonged, when the expression of LeACO1 gene in the transgenic tomato was suppressed. In the co-suppression tomatoes, the expression of fruit ripening-related and pathogenesis-related protein genes were restrained at different degrees, the biosynthesis of endogenous ethylene decreased and the storage ability of tomato fruits increased. 展开更多
关键词 co-SUPPRESSION LeAco1 fruit ripening pathogenesis-related protein genes
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MicroPath-A pathway-based pipeline for the comparison of multiple gene expression profiles to identify common biological signatures
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作者 Mohsin Khan Chandrasekhar Babu Gorle +2 位作者 Ping Wang Xiao-Hui Liu Su-Ling Li 《Journal of Biomedical Science and Engineering》 2009年第2期106-116,共11页
High throughput gene expression analysis is swiftly becoming the focal point for deciphering molecular mechanisms underlying various dif-ferent biological questions. Testament to this is the fact that vast volumes of ... High throughput gene expression analysis is swiftly becoming the focal point for deciphering molecular mechanisms underlying various dif-ferent biological questions. Testament to this is the fact that vast volumes of expression profiles are being generated rapidly by scientists worldwide and subsequently stored in publicly available data repositories such as ArrayEx-press and the Gene Expression Omnibus (GEO). Such wealth of biological data has motivated biologists to compare expression profiles gen-erated from biologically-related microarray ex-periments in order to unravel biological mecha-nisms underlying various states of diseases. However, without the availability of appropriate software and tools, they are compelled to use manual or labour-intensive methods of com-parisons. A scrutiny of current literature makes it apparent that there is a soaring need for such bioinformatics tools that cater for the multiple analyses of expression profiles. In order to contribute towards this need, we have developed an efficient software pipeline for the analysis of multiple gene expression data-sets, called Micropath, which implements three principal functions;1) it searches for common genes amongst n number of datasets using a number crunching method of comparison as well as applying the principle of permutations and combinations in the form of a search strat-egy, 2) it extracts gene expression patterns both graphically and statistically, and 3) it streams co-expressed genes to all molecular pathways belonging to KEGG in a live fashion. We sub-jected MicroPath to several expression datasets generated from our tolerance-related in-house microarray experiments as well as published data and identified a set of 31 candidate genes that were found to be co-expressed across all interesting datasets. Pathway analysis revealed their putative roles in regulating immune toler-ance. MicroPath is freely available to download from: www.1066technologies.co.uk/micropath. 展开更多
关键词 co-EXPRESSION ANALYSIS Microarray PERMUTATIONS and coMBINATIONS MULTIPLE gene Expression ANALYSIS
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基于WGCNA探讨葛根素对呕吐毒素诱导C6细胞损伤的保护作用
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作者 赵海平 刘林 +3 位作者 王昕璐 岳鹏飞 孔维军 王蒙 《生物技术通报》 CAS CSCD 北大核心 2024年第9期301-310,共10页
【目的】利用呕吐毒素(deoxynivalenol,DON)构建C6细胞损伤模型,分析葛根素(puerarin,PUE)对DON诱导C6细胞损伤的保护作用机制。【方法】通过RNA测序(RNA-seq)和加权基因共表达网络分析(weighted gene co-expression network analysis,W... 【目的】利用呕吐毒素(deoxynivalenol,DON)构建C6细胞损伤模型,分析葛根素(puerarin,PUE)对DON诱导C6细胞损伤的保护作用机制。【方法】通过RNA测序(RNA-seq)和加权基因共表达网络分析(weighted gene co-expression network analysis,WGCNA),挖掘与PUE缓解DON诱导C6细胞损伤最相关的关键模块和关键核心靶点基因,探究PUE缓解DON诱导的神经毒性作用的分子机制。【结果】PUE可以显著抑制DON诱导的C6细胞活力下降,对损伤的C6细胞形态有所恢复,可有效缓解DON诱导的C6细胞损伤。RNA-seq和WGCNA结果表明,Blue模块是与PUE缓解DON诱导C6细胞损伤表型最相关的关键模块,从中筛选出S100a11、Pdia3、Hsp90b1等基因是PUE发挥对DON诱导C6细胞损伤保护作用的关键核心基因。【结论】PUE可能是通过靶向关键核心基因参与内质网中的蛋白质加工途径从而缓解DON诱导的C6细胞损伤。 展开更多
关键词 呕吐毒素 葛根素 加权基因共表达网络分析 C6细胞
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Transplantation of Nogo-66 receptor gene-silenced cells in a poly(D,L-lactic-co-glycolic acid) scaffold for the treatment of spinal cord injury 被引量:8
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作者 Dong Wang Yuhong Fan Jianjun Zhang 《Neural Regeneration Research》 SCIE CAS CSCD 2013年第8期677-685,共9页
Inhibition of neurite growth, which is in large part mediated by the Nogo-66 receptor, affects neural regeneration following bone marrow mesenchymal stem cell transplantation. The tissue engineering scaffold poly(D,L... Inhibition of neurite growth, which is in large part mediated by the Nogo-66 receptor, affects neural regeneration following bone marrow mesenchymal stem cell transplantation. The tissue engineering scaffold poly(D,L-lactide-co-glycolic acid) has good histocompatibility and can promote the growth of regenerating nerve fibers. The present study used small interfering RNA to silence Nogo-66 receptor gene expression in bone marrow mesenchymal stem cells and Schwann cells, which were subsequently transplanted with poly(D,L-lactide-co-glycolic acid) into the spinal cord lesion regions in rats. Simultaneously, rats treated with scaffold only were taken as the control group. Hematoxylin-eosin staining and immunohistochemistry revealed that at 4 weeks after transplantation, rats had good motor function of the hind limb after treatment with Nogo-66 receptor gene-silenced ceils prus the poly(O,L-lactide-co-glycolic acid) scaffold compared with rats treated with scaffold only, and the number of bone marrow mesenchymal stem cells and neuron-like cells was also increased. At 8 weeks after transplantation, horseradish peroxidase tracing and transmission electron microscopy showed a large number of unmyelinated and myelinated nerve fibers, as well as intact regenerating axonal myelin sheath following spinal cord hemisection injury. These experimental findings indicate that transplantation of Nogo-66 receptor gene-silenced bone marrow mesenchymal stem cells and Schwann cells plus a poly(D,L-lactide-co-glycolic acid) scaffold can significantly enhance axonal regeneration of spinal cord neurons and improve motor function of the extremities in rats following spinal cord injury. 展开更多
关键词 neural regeneration spinal cord injury bone marrow mesenchymal stem cells Schwann cells poly(D L-lactide-co-glycolic acid) Nogo-66 receptor gene rats gene silencing grants-supportedpaper photographs-containing paper neuroregeneration
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基于数据库挖掘、网络药理学和试验验证探究葡萄籽多酚缓解溃疡性结肠炎的作用机制
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作者 王政 宋祖晨 +3 位作者 余蕊宏 周彦彤 马岩 刘振广 《畜牧与兽医》 CAS 北大核心 2024年第6期78-85,共8页
本试验旨在探究葡萄籽多酚缓解葡聚糖硫酸钠诱导的溃疡性结肠炎的机制。试验选用GEO数据库中的两个数据集,使用sva包对其进行整合后,通过加权基因共表达网络的方法鉴定与溃疡性结肠炎相关的基因模块,并利用基因本体论数据库和京都基因... 本试验旨在探究葡萄籽多酚缓解葡聚糖硫酸钠诱导的溃疡性结肠炎的机制。试验选用GEO数据库中的两个数据集,使用sva包对其进行整合后,通过加权基因共表达网络的方法鉴定与溃疡性结肠炎相关的基因模块,并利用基因本体论数据库和京都基因与基因组百科全书数据库对基因功能进行注释;使用液相色谱-质谱联用技术检测葡萄籽多酚主要成分,选取含量前10的成分,利用TCMSP、DrugBank、SwissTargetPrediction等数据库和靶点预测工具获取其作用的靶点,并与先前鉴定的溃疡性结肠炎相关模块的基因取交集,使用蛋白质-蛋白质相互作用网络分析,得到葡萄籽多酚缓解溃疡性结肠炎的关键靶点;使用分子对接验证葡萄籽多酚主要成分与关键靶点的连接活性;利用Raw264.7细胞系,通过荧光定量PCR鉴定葡萄籽多酚对关键靶点基因的影响。结果表明,有3个基因模块与溃疡性结肠炎表型高度相关,且模块内的基因主要与炎症反应、细胞周期和代谢、细胞的趋化等功能相关;葡萄籽多酚的主要成分分别为儿茶素、表儿茶素、原花青素B2、刺柄芒花素等,这些成分作用的靶点基因与溃疡性结肠炎相关模块的基因有15个相同,而在这15个基因中,前列腺素内过氧化物合酶2、基质金属酶9、白介素-6、肿瘤坏死因子-α因为在网络中有最高的连接度而被认为是关键靶点;葡萄籽多酚含量最高的10个成分与这4个靶点均具有良好的连接活性,荧光定量PCR也证明了葡萄籽多酚能影响这4个靶点基因的表达。综上,葡萄籽多酚最有可能通过影响前列腺素内过氧化物合酶成2、基质金属酶9、白介素-6和肿瘤坏死因子-α来缓解溃疡性结肠炎。 展开更多
关键词 溃疡性结肠炎 网络药理学 分子对接 加权基因共表达网络 葡萄籽多酚 作用机制
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纤维肌痛综合征生物标记物的筛选及免疫细胞浸润分析
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作者 刘雅妮 杨静欢 +5 位作者 陆慧慧 易玉芳 李智翔 欧阳福 吴璟莉 魏兵 《中国组织工程研究》 CAS 北大核心 2025年第5期1091-1100,共10页
背景:纤维肌痛综合征作为常见风湿病,其发病与中枢敏化及免疫异常有关,但具体过程尚未阐明,缺乏特异性诊断标志物,不断探索该病的发病机制具有重要的临床意义。目的:基于加权基因共表达网络分析(WGCNA)等生物信息学方法和机器学习算法... 背景:纤维肌痛综合征作为常见风湿病,其发病与中枢敏化及免疫异常有关,但具体过程尚未阐明,缺乏特异性诊断标志物,不断探索该病的发病机制具有重要的临床意义。目的:基于加权基因共表达网络分析(WGCNA)等生物信息学方法和机器学习算法筛选纤维肌痛综合征潜在的诊断相关标志基因,并分析其免疫细胞浸润特征。方法:对来自基因表达综合数据库(GEO)的纤维肌痛综合征数据集转录谱进行差异分析和WGCNA分析,整合筛选出差异共表达基因,进一步采用机器学习套索回归(LASSO)算法、支持向量机递归特征消除(SVM-RFE)机器学习算法来识别核心生物标志物,并绘制受试者工作特征(ROC)曲线以评估诊断价值。最后,采用单样本基因集富集分析(ssGSEA)和基因集富集分析(GSEA)评估纤维肌痛综合征的免疫细胞浸润情况及通路富集。结果与结论:①对GSE67311数据集按照log2|(FC)|>0,P<0.05的条件进行差异分析后获得8个下调的差异表达基因;进行WGCNA分析后获得正相关性最高(r=0.22,P=0.04)的模块(MEdarkviolet)内含基因497个,负相关性最高(r=-0.41,P=6×10-5)的模块(MEsalmon2)内含基因19个;将差异表达基因与WGCNA的2个高相关性模块基因取交集,获得7个基因。②对上述7个基因进行LASSO回归算法筛选出4个基因,进行SVM-RFE机器学习算法筛选出5个基因,两者取交集后确定了3个核心基因,分别为重组1号染色体开放阅读框150蛋白(germinal center associated signaling and motility like,GCSAML)、整合素β8(Integrin beta-8,ITGB8)和羧肽酶A3(carboxypeptidase A3,CPA3);绘制3个核心基因的ROC曲线下面积分别为0.744,0.739,0.734,提示均具有很好的诊断价值,可作为纤维肌痛综合征的生物标志物。③免疫浸润分析结果显示,与对照组相比纤维肌痛综合征患者记忆B细胞、CD56 bright NK细胞和肥大细胞显著下调(P<0.05),且与上述3个生物标志物显著正相关(P<0.05)。④富集分析结果提示,纤维肌痛综合征的富集途径包括9条,主要与嗅觉传导、神经活性配体-受体相互作用及感染等通路密切相关。⑤上述结果显示,纤维肌痛综合征的发生发展与多基因参与、免疫调节异常及多个通路失调有关,但这些基因与免疫细胞之间的相互作用,以及它们与各通路之间的关系尚需进一步研究。 展开更多
关键词 纤维肌痛综合征 生物信息学 机器学习 免疫浸润 加权基因共表达网络分析 套索回归 支持向量机递归特征消除算法 单样本基因集富集分析 基因集富集分析
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地下水系统中的抗生素对反硝化的影响研究进展
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作者 刘菲 黄福杨 《水文地质工程地质》 CAS CSCD 北大核心 2024年第2期3-12,共10页
微生物反硝化过程是地下水中硝酸盐最重要的脱氮形式。再生水利用和养殖业引起的抗生素污染常与硝酸盐共存。因此,需深入研究抗生素及其存在形式对地下水中硝酸盐反硝化过程及抗生素抗性基因(ARGs)产生、富集和传播的影响,以综合解析地... 微生物反硝化过程是地下水中硝酸盐最重要的脱氮形式。再生水利用和养殖业引起的抗生素污染常与硝酸盐共存。因此,需深入研究抗生素及其存在形式对地下水中硝酸盐反硝化过程及抗生素抗性基因(ARGs)产生、富集和传播的影响,以综合解析地下水硝酸盐浓度升高的原因。近年来的研究识别了地下水系统中抗生素的解离/络合形态、吸附形式(层间吸附/表面吸附)、水解与微生物降解产物等存在形式,并从反硝化微生物群落、功能酶的种类与活性、功能基因丰度以及ARGs产生与传播途径阐释了抗生素对反硝化过程的抑制机制。主要结论为:(1)地下水系统中,抗生素以多种形式存在,而不同形式的抗生素对微生物的毒性有显著差异;(2)在每升纳克至微克水平的抗生素存在下,地下水反硝化过程受到抑制,抗生素改变了微生物群落结构,抑制了功能酶活性,增加了ARGs的丰度,在这些作用的协同影响下,硝酸盐降解动力学由零级向一级转变;(3)在抗生素抑制反硝化过程中,还增加了温室气体N2O的释放量,抗生素影响了功能基因nosZ表达,N2O浓度与nosZ丰度呈负指数关系。在综述相关文献的基础上,对未来研究提出了展望:(1)定量识别典型抗生素进入地下水系统后的存在形式;(2)厘清不同存在形式的抗生素对反硝化微生物群落、功能酶种类与活性、功能基因丰度和多样性的影响;(3)探索反硝化功能基因在抗生素不同存在形式和不同输入方式下的变化过程,并建立ARGs产生、富集与传播模式;(4)结合野外观测和室内实验从分子生物学、环境化学和水文地质学多尺度研究复合污染下地下水系统的反硝化过程,可为日益复杂的地下水污染防治和饮用水安全保障提供理论依据。 展开更多
关键词 含水层 复合污染 硝酸盐 反硝化 抗生素 抗生素抗性基因
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miRNA在寄生虫与宿主协同进化中的作用 被引量:1
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作者 魏秀秀 吴志豪 黄强 《中国动物传染病学报》 CAS 北大核心 2024年第3期193-199,共7页
miRNA为非编码小RNA,通过RNA干扰的方式对基因表达进行调控。宿主和寄生虫之间的互作是一个复杂有趣,并且有特异性的协同进化过程。对于寄生虫来讲,寄生虫释放的一些miRNA为其在宿主体内繁殖起到重要作用,而一些宿主也可以通过miRNA靶... miRNA为非编码小RNA,通过RNA干扰的方式对基因表达进行调控。宿主和寄生虫之间的互作是一个复杂有趣,并且有特异性的协同进化过程。对于寄生虫来讲,寄生虫释放的一些miRNA为其在宿主体内繁殖起到重要作用,而一些宿主也可以通过miRNA靶向寄生虫基因,从而抵御寄生虫的入侵。miRNA参与到宿主和寄生虫体内的免疫调节、基因调控等过程,甚至可能在寄生致病机理、寄生特异性及共适应过程中发挥重要作用。研究寄生虫与宿主之间miRNA的互作,对于解析宿主抗性、寄生虫的毒性及传染性,以及协同进化过程中的平衡状态具有重要的研究意义。 展开更多
关键词 MIRNA 宿主 寄生虫 协同作用 基因调控
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与苹果Co基因紧密连锁的RAPD标记的筛选及其SCAR标记转换(英文) 被引量:25
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作者 田义轲 王彩虹 +1 位作者 戴洪义 张继澍 《Acta Genetica Sinica》 SCIE CAS CSCD 北大核心 2004年第9期919-925,共7页
以短枝富士 (SpurFuji)×舞姿 (Telamon)的 10 5株F1群体为试材 ,利用RAPD技术 ,结合集群分类分析法(BSA)进行了苹果柱型基因 (Co)分子标记的研究。通过对 30 0条随机引物的筛选 ,获得一个与Co基因紧密连锁的RAPD标记S114 2 682 ,... 以短枝富士 (SpurFuji)×舞姿 (Telamon)的 10 5株F1群体为试材 ,利用RAPD技术 ,结合集群分类分析法(BSA)进行了苹果柱型基因 (Co)分子标记的研究。通过对 30 0条随机引物的筛选 ,获得一个与Co基因紧密连锁的RAPD标记S114 2 682 ,连锁距离为 2 .86cM。对该标记片段进行序列测定 ,然后根据序列特点设计了 4条特异引物(其中正向引物与反向引物各两条 )。PCR结果显示 ,这 4条引物的 4种组合都可以扩增出柱型性状的特征带。选其中之一进行群体上的分析 ,结果表明该SCAR标记特征带与柱型性状的共分离行为与原RAPD标记表现一致。可见 ,此组合的引物可以作为该SCAR标记的特异引物。通过对S114 2 682 标记片段序列分析发现 ,在 +45~ +2 5 1区域含有一个可编码 6 8个氨基酸残基的ORF。 展开更多
关键词 苹果 co基因 RAPD标记 SCAR标记 BSA法
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