盐胁迫下盐穗木差异表达基因的转录组信息分析

盐穗木是一种理想的耐盐模式植物,本文利用生物信息学方法分析盐穗木在盐胁迫下差异表达基因的转录组,为盐穗木耐盐机理及耐盐关键基因的储备提供理论依据。基于盐穗木在盐胁迫（600 mM NaCl）下差异表达的转录组数据,以代谢通路中基因表达数量最多的7条通路和与胁迫刺激响应相关的共8条通路为主要研究内容,筛选出上调和下调表达差异显著的unigene,将其与NCBI数据库中所有物种相关基因进行Blastx比对,筛选出通路中上调和下调差异表达最显著的unigene,同时对差异表达活跃的unigene进行分类汇总。共得到23组差异表达活跃的基因类群,分别是乙烯响应因子、WRKY转录因子、Myb转录因子、bZIP转录因子、葡聚糖酶、6-磷酸脱氢酶、醛脱氢酶、柠檬酸合成酶、蛋白激酶等,推测这些类群的基因在盐穗木耐盐机制中发挥重要作用。     

Expression analysis of multiple dnaK genes in the cyanobacterium Synechococcus elongatus PCC 7942

We analyzed the stress responses of three dnaK homologues (dnaK1, dnaK2, and dnaK3) in the cyanobacterium Synechococcus elongatus PCC 7942. A reporter assay showed that under stress conditions the expression of only the dnaK2 gene was induced, suggesting a functional assignment of these homologues. RNA blot hybridization indicated a typical stress response of dnaK2 to heat and high-light stress. Primer extension mapping showed that dnaK2 was transcribed from similar sites under various stress conditions. Although no known sequence motif was detected in the upstream region, a 20-bp sequence element was highly conserved in dnaK2; it was essential not only for the stress induction but also for the basal expression of dnaK2. The ubiquitous upstream localization of this element in each heat shock gene suggests its important role in the cyanobacterial stress response.     

Comparative liver transcriptome analysis of duck reveals potential genes associated with egg production

Molecular Biology Reports - Molecular studies on egg production in ducks were mostly focused on brain and ovaries as they are directly involved in egg production. Liver plays a vital role in...     

Time-course microarray analysis for identifying candidate genes involved in obesity-associated pathological changes in the mouse colon

Background

Obesity is known to increase the risk of colorectal cancer. However, mechanisms underlying the pathogenesis of obesity-induced colorectal cancer are not completely understood. The purposes of this study were to identify differentially expressed genes in the colon of mice with diet-induced obesity and to select candidate genes as early markers of obesity-associated abnormal cell growth in the colon.

Methods

C57BL/6N mice were fed normal diet (11% fat energy) or high-fat diet (40% fat energy) and were euthanized at different time points. Genome-wide expression profiles of the colon were determined at 2, 4, 8, and 12 weeks. Cluster analysis was performed using expression data of genes showing log₂ fold change of ≥1 or ≤?1 (twofold change), based on time-dependent expression patterns, followed by virtual network analysis.

Results

High-fat diet-fed mice showed significant increase in body weight and total visceral fat weight over 12 weeks. Time-course microarray analysis showed that 50, 47, 36, and 411 genes were differentially expressed at 2, 4, 8, and 12 weeks, respectively. Ten cluster profiles representing distinguishable patterns of genes differentially expressed over time were determined. Cluster 4, which consisted of genes showing the most significant alterations in expression in response to high-fat diet over 12 weeks, included Apoa4 (apolipoprotein A-IV), Ppap2b (phosphatidic acid phosphatase type 2B), Cel (carboxyl ester lipase), and Clps (colipase, pancreatic), which interacted strongly with surrounding genes associated with colorectal cancer or obesity.

Conclusions

Our data indicate that Apoa4, Ppap2b, Cel, and Clps are candidate early marker genes associated with obesity-related pathological changes in the colon. Genome-wide analyses performed in the present study provide new insights on selecting novel genes that may be associated with the development of diseases of the colon.

     

棉铃虫雌雄性腺转录组的比较分析

【目的】棉铃虫Helicoverpa armigera(Hübner)是我国重要的农业害虫,生殖力强是其发生为害的内在生物学基础,而已知的与棉铃虫生殖相关的基因信息相对较少,本研究旨在筛选棉铃虫性腺发育的相关基因。【方法】通过高通量测序技术对棉铃虫成虫的卵巢和精巢进行转录组测序。【结果】共获得100 603条unigenes,平均长度为666.05 bp,其中N50为1 114 bp。经同源性比对,52 071条unigenes获得注释信息,其中注释到Nr数据库的序列最多。通过比较转录组分析发现,在棉铃虫精巢和卵巢中存在7 714个差异表达的基因（Differentially expressed genes,DEGs）,其中3 288个DEGs表达水平在卵巢中上调,4 426个DEGs在精巢中上调。差异基因富集结果涉及到生殖系统发育的相关通路有mTOR信号通路、卵母细胞减数分裂、促性腺激素释放激素信号通路和胰岛素信号通路等。同时筛选得到部分与性腺发育相关的基因,包括vitellogenin(Vg)、vitellogeninreceptor(Vg R)、chorion-relatedgene、testis-specific serine/threonine-protein kinase和spermatogenesis-associated protein等。选取其中12个DEGs用实时荧光定量检测其表达量,结果表明RT-qPCR与RNA-Seq的结果一致。【结论】本研究获得了棉铃虫雌雄性腺的转录组数据及主要性腺发育相关基因,将有助于丰富棉铃虫繁殖相关的基因资源,为进一步研究棉铃虫生殖调控机理提供基础数据。     

A pan-cancer transcriptome analysis of exitron splicing identifies novel cancer driver genes and neoepitopes

1. Download : Download high-res image (201KB)
2. Download : Download full-size image

     

Genomic DNA microarray analysis: identification of new genes regulated by light color in the cyanobacterium Fremyella diplosiphon

Many cyanobacteria use complementary chromatic adaptation to efficiently utilize energy from both green and red regions of the light spectrum during photosynthesis. Although previous studies have shown that acclimation to changing light wavelengths involves many physiological responses, research to date has focused primarily on the expression and regulation of genes that encode proteins of the major photosynthetic light-harvesting antennae, the phycobilisomes. We have used two-dimensional gel electrophoresis and genomic DNA microarrays to expand our understanding of the physiology of acclimation to light color in the cyanobacterium Fremyella diplosiphon. We found that the levels of nearly 80 proteins are altered in cells growing in green versus red light and have cloned and positively identified 17 genes not previously known to be regulated by light color in any species. Among these are homologs of genes present in many bacteria that encode well-studied proteins lacking clearly defined functions, such as tspO, which encodes a tryptophan-rich sensory protein, and homologs of genes encoding proteins of clearly defined function in many species, such as nblA and chlL, encoding phycobilisome degradation and chlorophyll biosynthesis proteins, respectively. Our results suggest novel roles for several of these gene products and highly specialized, unique uses for others.     

Communicating oscillatory networks: frequency domain analysis

Background

Endothelial permeability is involved in injury, inflammation, diabetes and cancer. It is partly regulated by the thrombin-, histamine-, and VEGF-mediated myosin-light-chain (MLC) activation pathways. While these pathways have been investigated, questions such as temporal effects and the dynamics of multi-mediator regulation remain to be fully studied. Mathematical modeling of these pathways facilitates such studies. Based on the published ordinary differential equation models of the pathway components, we developed an integrated model of thrombin-, histamine-, and VEGF-mediated MLC activation pathways.

Results

Our model was validated against experimental data for calcium release and thrombin-, histamine-, and VEGF-mediated MLC activation. The simulated effects of PAR-1, Rho GTPase, ROCK, VEGF and VEGFR2 over-expression on MLC activation, and the collective modulation by thrombin and histamine are consistent with experimental findings. Our model was used to predict enhanced MLC activation by CPI-17 over-expression and by synergistic action of thrombin and VEGF at low mediator levels. These may have impact in endothelial permeability and metastasis in cancer patients with blood coagulation.

Conclusion

Our model was validated against a number of experimental findings and the observed synergistic effects of low concentrations of thrombin and histamine in mediating the activation of MLC. It can be used to predict the effects of altered pathway components, collective actions of multiple mediators and the potential impact to various diseases. Similar to the published models of other pathways, our model can potentially be used to identify important disease genes through sensitivity analysis of signalling components.     

西伯利亚蝗卵发育过程的比较转录组分析及滞育关联基因筛选

【目的】通过筛选西伯利亚蝗Gomphocerus sibiricus卵滞育基因及代谢通路,初步明确西伯利亚蝗卵滞育分子机理。【方法】利用Illumina NovaSeq 6000测序平台对西伯利亚蝗早期发育(ES)、滞育(DS)和滞育后发育阶段(PS)的卵进行转录组测序;采用GO和KEGG富集分析并结合文献,预测滞育相关通路并聚类热图分析,筛选蝗卵滞育关联基因,并选取其中6个重要基因进行qRT-PCR验证。【结果】DSvs ES和PS vs DS两比较组分别富集到12 419和4 789个差异表达基因,且多上调表达;两比较组共表达差异基因为2 206个,主要与糖代谢、环境胁迫和生长发育相关。DS vs ES组富集最显著的GO条目为蛋白结合,PS vs DS组GO条目主要包含酶活性、细胞骨架构建及蛋白结合等过程。滞育关联基因主要集中在Wnt信号通路、胰岛素信号通路、细胞周期通路以及昆虫激素生物合成等通路。6个重要的滞育关联基因的表达量变化趋势与转录组数据结果基本一致。【结论】本研究初步明确了西伯利亚蝗卵滞育调控的重要代谢途径,并筛选出20个滞育关联基因,为后续深入研究该物种的适应机理奠定了基础。