Characterization of Differentially Expressed Genes Involved in Pathways Associated with Gastric Cancer

To explore the patterns of gene expression in gastric cancer, a total of 26 paired gastric cancer and noncancerous tissues from patients were enrolled for gene expression microarray analyses. Limma methods were applied to analyze the data, and genes were considered to be significantly differentially expressed if the False Discovery Rate (FDR) value was < 0.01, P-value was <0.01 and the fold change (FC) was >2. Subsequently, Gene Ontology (GO) categories were used to analyze the main functions of the differentially expressed genes. According to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, we found pathways significantly associated with the differential genes. Gene-Act network and co-expression network were built respectively based on the relationships among the genes, proteins and compounds in the database. 2371 mRNAs and 350 lncRNAs considered as significantly differentially expressed genes were selected for the further analysis. The GO categories, pathway analyses and the Gene-Act network showed a consistent result that up-regulated genes were responsible for tumorigenesis, migration, angiogenesis and microenvironment formation, while down-regulated genes were involved in metabolism. These results of this study provide some novel findings on coding RNAs, lncRNAs, pathways and the co-expression network in gastric cancer which will be useful to guide further investigation and target therapy for this disease.     

金针菇单、双核菌丝差异表达基因分析

对金针菇Flammulina velutipes单核菌丝W23的菌丝体以及与L11质配后的双核菌丝H1123菌丝体进行了转录组测序,以本实验室已获得的W23基因组为参考基因组研究两样本间差异基因,并对这些差异基因进行了GO功能和Pathway显著性富集分析。差异基因分析显示,两个样本中共有显著性差异表达的基因3 504个,其中在双核菌丝中上调、下调的基因数分别为2 151和1 353个。研究发现差异表达基因含有很多的转录因子基因、蛋白激酶以及WD40 repeat-like蛋白。Gene Ontology（GO）功能分析结果表明,extracellular region和membrane-enclosed lumen条目下的差异基因全部为上调表达,而envelope下的差异基因全部为下调表达,以利于双核菌丝分裂时锁状联合的形成而便于核的迁移。Pathway 功能富集分析结果表明,脂肪酸、氨基酸以及大部分糖类合成相关基因具有比较活跃的上调表达。说明双核菌丝主要进行营养物质的富集,为下一步在合适条件下分化成原基,进入生殖生长阶段储备物质基础。     

Calcium oxalate dihydrate crystal induced changes in glycoproteome of distal renal tubular epithelial cells

Calcium oxalate dihydrate (COD) crystals can adhere onto the apical surface of renal tubular epithelial cells. This process is associated with crystal growth and aggregation, resulting in kidney stone formation. Glycoproteins have been thought to play roles in response to crystal adhesion. However, components of the glycoproteome that are involved in this cellular response remain largely unknown. Our present study therefore aimed to identify altered glycoproteins upon COD crystal adhesion onto tubular epithelial cells representing distal nephron, the initiating site of kidney stone formation. Madin-Darby Canine Kidney (MDCK) cells were maintained in culture medium with or without COD crystals for 48 h (n = 5 flasks per group). Cellular proteins were extracted, resolved by 2-DE and visualized by SYPRO Ruby total protein stain, whereas glycoproteins were detected by Pro-Q Emerald glycoprotein dye. Spot matching and quantitative intensity analysis revealed 16 differentially expressed glycoprotein spots, whose corresponding total protein levels were not changed by COD crystal adhesion. These altered glycoproteins were successfully identified by Q-TOF MS and/or MS/MS analyses, and potential glycosylation sites were identified by the GlycoMod tool. For example, glycoforms of three proteasome subunits (which have a major role in regulating cell-cell dissociation) were up-regulated, whereas a glycoform of actin-related protein 3 (ARP3) (which plays an important role in cellular integrity) was down-regulated. These coordinated changes implicate that COD crystal adhesion induced cell dissociation and declined cellular integrity in the distal nephron. Our findings provide some novel insights into the pathogenic mechanisms of kidney stone disease at the molecular level, particularly cell-crystal interactions.     

The influence of adiponectin on the transcriptomic profile of porcine luteal cells

Reproductive functions are closely related to nutritional status. Recent studies suggest that adiponectin may be a hormonal link between them. Adiponectin is an adipocytokine, abundantly expressed in adipose tissues. It plays a dominant role in lipid and carbohydrate metabolism by stimulating fatty acid oxidation, decreasing plasma triglycerides, and increasing cells’ sensitivity to insulin and has direct antiatherosclerotic effects. The hormone is also postulated to play a modulatory role in the regulation of the reproductive system. The aim of this study was to identify differentially expressed genes (DE-genes) in response to adiponectin treatment of porcine luteal ovarian cells. The global expression of genes in the porcine ovary was investigated using the Porcine (V2) Two-color gene expression microarray, 4?×?44 (Agilent, USA). Analysis of the microarray data showed that 701 genes were differentially expressed and 389 genes showed a fold change greater than 1.2 (p?<?0.05). Among this number, 186 genes were up-regulated and 203 were down-regulated. The list of DE-genes was used for gene ontology analyses. The biological process list was generated from up-regulated and down-regulated DE-genes. We found that up-regulated products of DE-genes take part in 30 biological processes and down-regulated products in 9. Analysis of the interaction network among DE-genes showed that adiponectin interacts with genes involved in important processes in luteal cells. These results provide a basis for future work describing the detailed interactions and relationships explaining local regulation of adiponectin actions in the ovary of pigs.     

盐胁迫下两个甜瓜品种转录因子的转录组分析

利用新一代高通量测序手段——转录组测序（RNA-Seq）技术研究在300 mmol.L-1NaCl胁迫下两个甜瓜（Cucumis melo L.）品种‘玉露’和‘冰雪脆’的转录因子基因表达变化。这两个甜瓜品种在叶绿素荧光参数上的差异表明其在盐胁迫下有不同的生理反应。转录组测序结果表明,盐胁迫与对照相比,‘玉露’共有属于19个转录因子家族的56个转录因子基因表达发生变化（在转录水平,属于7个转录因子家族的22个转录因子上调表达,属于14个转录因子家族的34个转录因子下调表达）。‘冰雪脆’有属于20个转录因子家族的47个转录因子基因表达发生变化（在转录水平上,属于5个转录因子家族的17个转录因子上调表达,属于17个转录因子家族的30个转录因子下调表达）。盐胁迫下,两个甜瓜品种差异表达的转录因子既表现特异性,也存在部分重叠。‘玉露’有29个转录因子特异响应,‘冰雪脆’有20个特异响应。盐胁迫响应重叠的转录因子有27个,其中9个上调表达,18个下调表达。采用实时荧光定量PCR对几个转录因子进行了盐胁迫下的表达检测,其趋势与转录组分析结果基本一致。     

Uncovering the pathogenesis and identifying novel targets of pancreatic cancer using bioinformatics approach

Pancreatic cancer is a uniformly lethal disease that can be difficult to diagnose at its early stage. Thus, our present study aimed to explore the underlying mechanism and identify new targets for this disease. The data GSE16515, including 36 tumor and 16 normal samples were available from Gene Expression Omnibus. Differentially expressed genes (DEGs) were screened out using Robust Multichip Averaging and LIMMA package. Moreover, gene ontology and pathway enrichment analyses were performed to DEGs. Followed with protein–protein interaction (PPI) network construction by STRING and Cytoscape, module analysis was conducted using ClusterONE. Finally, based on PubMed, text mining about these DEGs was carried out. Total 274 up-regulated and 93 down-regulated genes were identified as the common DEGs and these genes were discovered significantly enriched in cell adhesion and extracellular region terms, as well as ECM-receptor interaction pathway. In addition, five modules were screened out from the up-regulated PPI network with none in down-regulated network. Finally, the up-regulated genes, including MIA, MET and CEACAMS, and down-regulated genes, such as FGF, INS and LAPP, had the most references in text mining analysis. Our findings demonstrate that the up- and down-regulated genes play important roles in pancreatic cancer development and might be new targets for the therapy.     

NaCl胁迫下黑果枸杞转录组测序分析

研究黑果枸杞在不同浓度盐胁迫下基因表达谱变化情况,为进一步研究黑果枸杞抗盐分子机制奠定研究基础。对0(CK)、50、250 mmol/L NaCl溶液胁迫的黑果枸杞组培苗的根和叶在胁迫时间为0、1、12 h时分别取样,采用转录组测序(RNASeq)技术进行测序分析。结果表明,转录组测序共产生222.49 Gb原始数据,拼接出Unigenes 86 037条,注释到7大功能数据库(GO、KEGG、KOG、NR、Pfam、Swiss-Prot和egg NOG)上的Unigenes总数为46 594个,占总Unigenes的54.76%,还有38 929个Unigenes在这些数据库中没有得到注释。通过GO分类和KEGG Pathway富集性分析,分别归于51个GO类别和211条代谢途径。差异表达基因分析显示,黑果枸杞叶片和根的上调基因和下调基因数随着NaCl浓度的增大和处理时间的延长均呈增加趋势,叶片中的上调基因数(7 514)小于下调基因数(9 032),根中的上调基因数(12 347)大于下调基因数(11 559)。在黑果枸杞盐胁迫下转录组中发现28 325个SSR位点,最多的为单核苷酸SSR,占70.47%。综合分析表明,黑果枸杞对盐胁迫的反应是一个多基因参与、多个生物过程协同调控的过程,基因表达量的变化可能是基因调控的主要方式。     

脂多糖调控对大鼠心脏微血管内皮细胞的转录组分析

目的探索脂多糖(LPS)对大鼠心脏微血管内皮细胞(rCMECs)转录组的调节作用。方法对照组(正常培养rCMECs),LPS组(100 ng/mL LPS处理6 h的rCMECs),每组进行3个生物学重复转录组测序。得到差异基因后,使用实时定量PCR对部分差异基因mRNA的表达进行验证。分别对上调和下调基因进行GO和KEGG富集,并对差异基因进行共表达网络分析。采用独立t检验进行统计学分析。结果LPS处理后,265个基因表达上调,118个基因的表达下调。前10个最显著上调基因为:Mt2a、Cyp7b1、Sod2、Icam1、Ccl2、AC128848.1、Mt1、Cebpd、Serpinb2和Tnfrsf11b。前10个最显著下调基因为:Cavin2、Ankrd1、Edn1、Prss35、Lmod1、Dhrs3、Ttc22、Sema6a、Map2k3和Sema7a。定量PCR的结果表明Mt2a、Sod、Ccl2、Cxcl1、Icam1和Vcaml基因的表达得到了上调(P均<0.01);而Cavin2、Ankrd1、Edn1和Prss35基因表达下调(P均<0.05)。GO和KEGG富集的结果表明,上调基因与内皮细胞对炎性免疫细胞的趋化作用和黏附作用密切相关;而下调基因则是与钙离子信号和G蛋白相关通路以及内皮通透性增加有关。此外,差异基因进行共表达网络分析发现Sod2处于核心位置,提示其可能与LPS诱导的rCMECs的各种变化密切相关。结论LPS调控了rCMECs中大量与炎性免疫细胞进入心肌组织相关基因的表达。     

Microarray analysis of the gene expression profile in the midgut of silkworm infected with cytoplasmic polyhedrosis virus

In order to obtain an overall view on silkworm response to Bombyx mori cytoplasmic polyhedrosis virus (BmCPV) infection, a microarray system comprising 22,987 oligonucluotide 70-mer probes was employed to compare differentially expressed genes in the midguts of BmCPV-infected and normal silkworm larvae. At 72 h post-inoculation, 258 genes exhibited at least 2.0-fold differences in expression level. Out of these, 135 genes were up-regulated, while 123 genes were down-regulated. According to gene ontology (GO), 140 genes were classified into GO categories. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicates that 35 genes were involved in 10 significant (P < 0.05) KEGG pathways. The expressions of genes related to valine, leucine, and isoleucine degradation, retinol metabolism, and vitamin B6 metabolism were all down-regulated. The expressions of genes involved in ribosome and proteasome pathway were all up-regulated. Quantitative real-time polymerase chain reaction was performed to validate the expression patterns of 13 selected genes of interest. The results suggest that BmCPV infection resulted in the disturbance of protein and amino acid metabolism and a series of major physiological and pathological changes in silkworm. Our results provide new insights into the molecular mechanism of BmCPV infection and host cell response.     

大肠杆菌应激诱导基因表达谱芯片分析

应激是影响微生物发酵生产的重要因素。为挖掘细菌耐热和化合物胁迫等调控相关基因,揭示微生物应激反应调控的分子机制,采用Affymetrix全基因组表达谱芯片,对42℃热激和0.1 mol/L CaCl2处理的大肠杆菌E. coli基因谱进行分析。结果表明,应激处理菌体中共有583个差异表达基因,包括374个表达量上调和209个表达量下调差异基因;GO功能分类将差异表达基因分为34类,大部分差异基因的分子功能覆盖结合、催化和转运等生物学活性;差异基因KEGG分析显示富集在28个通路,以ABC转运蛋白、鞭毛组装、双组分系统、尿素循环和氨基酸新陈代谢以及Ⅲ型分泌系统等通路为主要代表;应激胁迫的E. coli主要通过噬菌体休克蛋白操纵子(psp)基因进行逆境适应性转录调节,同时伴随着酶和氨基酸的合成基因以及细胞氧化还原态平衡基因的调控变化。     

Cut-Off Value of Total Adiponectin for Managing Risk of Developing Metabolic Syndrome in Male Japanese Workers

AimTo determine the optimal cut-off value of serum total adiponectin for managing the risk of developing metabolic syndrome (MetS) in male Japanese workers.MethodsA total of 365 subjects without MetS aged 20–60 years were followed up prospectively for a mean of 3.1 years. The accelerated failure-time model was used to estimate time ratio (TR) and cut-off value for developing MetS.ResultsDuring follow-up, 45 subjects developed MetS. Age-adjusted TR significantly declined with decreasing total adiponectin level (≤ 4.9, 5.0–6.6, 6.7–8.8 and ≥ 8.9 μg/ml, P for trend = 0.003). In multivariate analyses, TR of MetS was 0.12 (95% CI 0.02–0.78; P = 0.03) in subjects with total adiponectin level of 5.0–6.6 μg/ml, and 0.15 (95% CI 0.02–0.97; P = 0.047) in subjects with total adiponectin level ≤ 4.9 μg/ml compared with those with total adiponectin level ≥ 8.9 μg/ml. The accelerated failure-time model showed that the optimal cut-off value of total adiponectin for managing the risk of developing MetS was 6.2 μg/ml. In the multivariate-adjusted model, the mean time to the development of MetS was 78% shorter for total adiponectin level ≤ 6.2 μg/ml compared with > 6.2 μg/ml (TR 0.22, 95% CI: 0.08–0.64, P = 0.005).ConclusionOur findings suggest that the cut-off value for managing the risk of developing MetS is 6.2 μg/ml in male Japanese workers. Subjects with total adiponectin level ≤ 6.2 μg/ml developed MetS more rapidly than did those with total adiponectin level > 6.2 μg/ml.     

Evaluation of Genome-Wide Expression Profiles of Blood and Sputum Neutrophils in Cystic Fibrosis Patients Before and After Antibiotic Therapy

In seeking more specific biomarkers of the cystic fibrosis (CF) lung inflammatory disease that would be sensitive to antibiotic therapy, we sought to evaluate the gene expression profiles of neutrophils in CF patients before treatment in comparison with non-CF healthy individuals and after antibiotic treatment. Genes involved in neutrophil-mediated inflammation, i.e. chemotaxis, respiratory burst, apoptosis, and granule exocytosis, were the targets of this study. Microarray analysis was carried out in blood and airway neutrophils from CF patients and in control subjects. A fold change (log) threshold of 1.4 and a cut-off of p<0.05 were utilized to identify significant genes. Community networks and principal component analysis were used to distinguish the groups of controls, pre- and post-therapy patients. Control subjects and CF patients before therapy were readily separated, whereas a clear distinction between patients before and after antibiotic therapy was not possible. Blood neutrophils before therapy presented 269 genes down-regulated and 56 up-regulated as compared with control subjects. Comparison between the same patients before and after therapy showed instead 44 genes down-regulated and 72 up-regulated. Three genes appeared to be sensitive to therapy and returned to “healthy” condition: phorbol-12-myristate-13-acetate-induced protein 1 (PMAIP1), hydrogen voltage-gated channel 1 (HVCN1), and β-arrestin 1 (ARRB1). The up-regulation of these genes after therapy were confirmed by real time PCR. In airway neutrophils, 1029 genes were differentially expressed post- vs pre-therapy. Of these, 30 genes were up-regulated and 75 down-regulated following antibiotic treatment. However, biological plausibility determined that only down-regulated genes belonged to the gene classes studied for blood neutrophils. Finally, it was observed that commonly expressed genes showed a greater variability in airway neutrophils than that found in blood neutrophils, both before and after therapy. These results indicate more specific targets for future interventions in CF patients involving respiratory burst, apoptosis, and granule exocytosis.     

CD10-Equipped Melanoma Cells Acquire Highly Potent Tumorigenic Activity: A Plausible Explanation of Their Significance for a Poor Prognosis

CD10 has been widely used in cancer diagnosis. We previously demonstrated that its expression in melanoma increased with tumor progression and predicted poor patient survival. However, the mechanism by which CD10 promotes melanoma progression remains unclear. In order to elucidate the role of CD10 in melanoma, we established CD10-overexpressing A375 melanoma cells and performed DNA microarray and qRT–PCR analyses to identify changes in the gene expression profile. The microarray analysis revealed that up-regulated genes in CD10-A375 were mostly involved in cell proliferation, angiogenesis, and resistance to apoptosis; down-regulated genes mostly belonged to the categories associated with cell adhesion and migration. Accordingly, in functional experiments, CD10-A375 showed significantly greater cell proliferation in vitro and higher tumorigenicity in vivo; CD10 enzymatic inhibitors, thiorphan and phosphoramidon, significantly blocked the tumor growth of CD10-A375 in mice. In migration and invasion assays, CD10-A375 displayed lower migratory and invasive capacity than mock-A375. CD10 augmented melanoma cell resistance to apoptosis mediated by etoposide and gemcitabine. These findings indicate that CD10 may promote tumor progression by regulating the expression profiles of genes related to cell proliferation, angiogenesis, and resistance to apoptosis.     

Identification of hub genes in colorectal cancer based on weighted gene co-expression network analysis and clinical data from The Cancer Genome Atlas

Colorectal cancer (CRC) is one of the most common tumors worldwide and is associated with high mortality. Here we performed bioinformatics analysis, which we validated using immunohistochemistry in order to search for hub genes that might serve as biomarkers or therapeutic targets in CRC. Based on data from The Cancer Genome Atlas (TCGA), we identified 4832 genes differentially expressed between CRC and normal samples (1562 up-regulated and 3270 down-regulated in CRC). Gene ontology (GO) analysis showed that up-regulated genes were enriched mainly in organelle fission, cell cycle regulation, and DNA replication; down-regulated genes were enriched primarily in the regulation of ion transmembrane transport and ion homeostasis. Weighted gene co-expression network analysis (WGCNA) identified eight gene modules that were associated with clinical characteristics of CRC patients, including brown and blue modules that were associated with cancer onset. Analysis of the latter two hub modules revealed the following six hub genes: adhesion G protein-coupled receptor B3 (BAI3, also known as ADGRB3), cyclin F (CCNF), cytoskeleton-associated protein 2 like (CKAP2L), diaphanous-related formin 3 (DIAPH3), oxysterol binding protein-like 3 (OSBPL3), and RERG-like protein (RERGL). Expression levels of these hub genes were associated with prognosis, based on Kaplan–Meier survival analysis of data from the Gene Expression Profiling Interactive Analysis database. Immunohistochemistry of CRC tumor tissues confirmed that OSBPL3 is up-regulated in CRC. Our findings suggest that CCNF, DIAPH3, OSBPL3, and RERGL may be useful as therapeutic targets against CRC. BAI3 and CKAP2L may be novel biomarkers of the disease.