Suppression subtractive hybridization (SSH) combined with bioinformatics method: an integrated functional annotation approach for analysis of differentially expressed immune-genes in insects

The suppression subtractive hybridization (SSH) approach, a PCR based approach which amplifies differentially expressed cDNAs (complementary DNAs), while simultaneously suppressing amplification of common cDNAs, was employed to identify immuneinducible genes in insects. This technique has been used as a suitable tool for experimental identification of novel genes in eukaryotes as well as prokaryotes; whose genomes have been sequenced, or the species whose genomes have yet to be sequenced. In this article, I have proposed a method for in silico functional characterization of immune-inducible genes from insects. Apart from immune-inducible genes from insects, this method can be applied for the analysis of genes from other species, starting from bacteria to plants and animals. This article is provided with a background of SSH-based method taking specific examples from innate immune-inducible genes in insects, and subsequently a bioinformatics pipeline is proposed for functional characterization of newly sequenced genes. The proposed workflow presented here, can also be applied for any newly sequenced species generated from Next Generation Sequencing (NGS) platforms.     

Prokaryotic Suppression Subtractive Hybridization PCR cDNA Subtraction, a Targeted Method To Identify Differentially Expressed Genes

Molecular biology tools can be used to monitor and optimize biological treatment systems, but the application of nucleic acid-based tools has been hindered by the lack of available sequences for environmentally relevant biodegradation genes. The objective of our work was to extend an existing molecular method for eukaryotes to prokaryotes, allowing us to rapidly identify differentially expressed genes for subsequent sequencing. Suppression subtractive hybridization (SSH) PCR cDNA subtraction is a technique that can be used to identify genes that are expressed under specific conditions (e.g., growth on a given pollutant). While excellent methods for eukaryotic SSH PCR cDNA subtraction are available, to our knowledge, no methods previously existed for prokaryotes. This work describes our methodology for prokaryotic SSH PCR cDNA subtraction, which we validated using a model system: Pseudomonas putida mt-2 degrading toluene. cDNA from P. putida mt-2 grown on toluene (model pollutant) or acetate (control substrate) was subjected to our prokaryotic SSH PCR cDNA subtraction protocol to generate subtraction clone libraries. Over 90% of the sequenced clones contained gene fragments encoding toluene-related enzymes, and 20 distinct toluene-related genes from three key operons were sequenced. Based on these results, prokaryotic SSH PCR cDNA subtraction shows promise as a targeted method for gene identification.     

Identification of calconectin, a calcium-binding protein specifically expressed by the mantle of Pinctada margaritifera

Nacre or mother-of-pearl in the shell of Pinctada margaritifera is composed of 95-99% calcium carbonate and 1-5% organic matrix. In this study, we developed an original technique to characterize the genes differentially expressed in nacre-forming cells (NFC) by combining suppression subtractive hybridization (SSH), to establish a cDNA subtractive library, with rapid amplification of cDNA ends (RACE)-PCR. Seventy-two specific cDNA sequences have been obtained so far. These include a protein containing two EF-hand Ca2+-binding domains which was completely sequenced after amplification by RACE-PCR. Its specific expression as well as the specificity of the SSH method was confirmed by semi-quantitative RT-PCR on NFC and mantle cells.     

差异表达基因的分离策略

生命活动的各个进程伴随着不同基因的选择性开启和关闭。如何有效地分离克隆各种差异表达的基因,成为分子生物学研究的一个努力方向,大量差异基因分离策略因之问世。本文扼要介绍了近年来发展的几种主要分离策略,并详细介绍一种新的差异基因分离方法--抑制差减杂交。     

Identification of differentially expressed genes in human heart with ventricular septal defect using suppression subtractive hybridization

Ventricular septal defect (VSD) accounts for the largest number of birth congenital heart defects in human, but the genetic programs that control ventricular septation are poorly understood. To identify differentially expressed genes between ventricular septal defect and normal ventricular septum myocardium, we have undertaken suppression subtractive hybridization (SSH) and generated reciprocal cDNA collections of representative mRNAs specific to human heart with ventricular septal defect versus normal control. Following SSH, 1378 clones were sequenced and found to derive from 551 different genes. These predominately expressed genes included genes involved in energy metabolism, cell cycle and growth, cytoskeleton and cell adhesion, LIM protein, zinc finger protein, and development. It is anticipated that further study of genes identified will provide insights into their specific roles in the etiology of VSD, even in cardiac development, aging, and disease.     

肺癌消减杂交文库中共同基因的生物信息学分析及验证

抑制性消减杂交(suppression subtractive hybridization,SSH)技术因操作简单、筛选效率高、假阳性率低等优点,被广泛用于生物与医学领域．该文拟找出用SSH所建立的10个肺癌差异表达基因文库中重复出现的基因,结果显示,其中6个正向杂交文库中,出现2次的基因有41个,出现3次的基因有4个;其中4个反向杂交文库中,出现2次的基因有6个．进一步用生物信息学分析发现,这些重复出现的差异表达基因参与了多种细胞功能,如基因转录、蛋白翻译、细胞粘附、DNA修复、氧化还原反应等,并涉及多条信号通路．值得注意的是,在这些差异表达基因中,核糖体蛋白相关基因占比最多．然后,用实时定量PCR检测文库中的TIMP3、GPX3、HSP90B1、CD9等基因的表达,结果显示,SSH文库中差异表达基因的上调和下调趋势具有较好的特异性．该研究为发现肺癌相关基因提供有价值的线索．     

小麦抗病基因表达谱中的文库构建与筛选方法研究

以抗白粉病品系“百农 32 17×Mardler”BC5F4为材料 ,构建了白粉病菌诱导的普通cDNA文库和抑制消减杂交(SSH)cDNA文库。分别对两文库进行了一定规模的测序 ,获得普通cDNA文库不重复ESTs 387条和SSHcDNA文库ESTs 76 0条。将获得的ESTs与GenBank序列进行了BLASTn、BLASTx同源性分析。结果表明 :在普通文库中 ,一些参与光合作用与核糖体构成等的基因出现频率较高 ,而获得的抗病相关基因则较少。消减文库在构建方法、抗病相关基因的富集等方面具有明显的优越性 ,是目前抗病基因表达谱研究中的较好方法。利用高密度点阵膜杂交技术对两文库的筛选结果表明 ,该方法具有相对简便易操作、杂交膜可反复使用等优点 ;但也存在mRNA及同位素用量大等问题。经筛选 ,消减文库中有 5 4 1%的功能已知ESTs为抗病相关基因 ,被证明参与了小麦抗白粉病反应     

Identification of ESTs differentially expressed in green and albino mutant bamboo (Bambusa edulis) by suppressive subtractive hybridization (SSH) and microarray analysis

To gain a better understanding of gene expression in bamboo (Bambusa edulis Murno), we have used a combination of suppressive subtractive hybridization (SSH), microarray hybridization analysis, sequencing, and bioinformatics to identify bamboo genes differentially expressed in a bamboo albino mutant. Ten expressed sequence tags (ESTs) were found to be differentially expressed; these were isolated and sequenced. RT-PCR analysis of these ESTs supported the results of the microarray analysis. Six ESTs that were nucleus-encoded exhibited differential expression patterns in the green wild-type bamboo relative to the albino mutant. These genes (exception being the Rubisco small subunit) were non-photosynthesis-related genes. The development of a specific SSH cDNA library in which most of the chloroplast-encoded or photosynthesis-related genes had been subtracted proved to be useful for studying the function of non-photosynthesis-related genes in the albino bamboo mutants with aberrant chloroplast genome. The combined use of this SSH library with microarray analysis will provide a powerful analytical tool for future studies of the bamboo genome.     

抑制差减杂交克隆E1 Tor霍乱弧菌流行株与非流行株基因组差异片段及其分析

为了克隆与分析霍乱弧菌O1E1Tor流行株与非流行株两类菌株基因组差异片段 ,采用抑制差减杂交技术 (suppressionsubtractivehybridization ,SSH)分别以国内保留的流行株Wujiang 2及非流行株Js 32一株作为被检菌 ,另一株作为参考菌进行基因组差异研究 .在进行的差减杂交实验中 ,流行株Wujiang 2共检出 34个特异差异片段 ,经同源检索共代表 35个基因片段 ,其中包括许多重要的霍乱弧菌毒力相关基因如CTX遗传单元、TLC因子及可移动外来成分如霍乱弧菌整合子RVC序列及Tn10转位酶 .非流行株Js 32共检出 14个特异差异片段 ,经同源检索未能检出同源片段 ,可能代表新基因序列 .研究表明 ,霍乱弧菌流行株与非流行株基因组存在较多差异基因 ,表现在毒力、毒力相关基因、代谢以及其它噬菌体等可转移的基因成分     

Identification of differentially expressed genes in omental adipose tissues of obese patients by suppression subtractive hybridization

To identify differentially expressed genes between obese individuals and normal control, we have undertaken suppression subtractive hybridization (SSH). Omental adipose tissues were obtained via abdominal surgery for appendicitis in both 13 obese subjects [BMI (body mass index) >30 kg/m2] and 13 normal subjects (BMI >18 and <25 kg/m2). Following SSH, about one thousand clones were sequenced and found to derive from 426 different genes. These predominately expressed genes included genes involved in lipid metabolism, cytokines, signal transduction, GLUT4 translocation, cell cycle and growth, cytoskeleton, and others. Although more detailed analyses are necessary, it is anticipated that further study of genes identified will provide insights into their specific roles in the etiology of obesity.     

The rhizome of life: the sympatric Rickettsia felis paradigm demonstrates the random transfer of DNA sequences

The intracellular flea symbiont, Rickettsia felis, may meet other organisms intracellularly such as R. typhi. We used a single-gene phylogenetic approach of the 1375 R. felis genes to look for horizontal transfers that occurred as a result of the bacterial promiscuity with other organisms. Our results showed that besides genes that are linked to the Spotted Fever Group, 165 genes have a different history and are linked to other Rickettsia such as R. bellii (107 genes), R. typhi (15 genes), or to other bacteria such as Legionella sp. and Francisella sp. or to eukaryotes. Among these genes, we identified 73 individual genes and 34 spatial clusters containing 2-4 adjacent genes, a total of 79 genes, with evidence of en bloc transfer. We described 13 chimeric genes resulting from gene recombination with sympatric R. typhi. The transferred DNA sequences present different sizes and functions, suggesting that the horizontal transfer in R. felis is random and neutral within its specific host. Our study shows that the strict intracellular bacteria R. felis exhibits a mosaic genome. We therefore developed a new representation for the evolutionary history of R. felis showing its different putative ancestors in the form of a rhizome.     

Diapause-specific gene expression in the northern house mosquito, Culex pipiens L., identified by suppressive subtractive hybridization

In this study we probe the molecular events underpinning diapause observed in overwintering females of Culex pipiens. Using suppressive subtractive hybridization (SSH) we have identified 40 genes that are either upregulated or downregulated during this seasonal period of dormancy. Northern blot hybridizations have confirmed the expression of 32 of our SSH clones, including six genes that are upregulated specifically in early diapause, 17 that are upregulated in late diapause, and two upregulated throughout diapause. In addition, two genes are diapause downregulated and five remain unchanged during diapause. These genes can be categorized into eight functional groups: genes with regulatory functions, metabolically-related genes, those involved in food utilization, stress response genes, cytoskeletal genes, ribosomal genes, transposable elements, and genes with unknown functions.     

抑制性消减杂交技术在禽类差异表达相关基因筛选中的应用进展

抑制性消减杂交技术(suppression subtractive hybridization,SSH)是目前被广泛用于寻找差异表达基因方面的一种技术,因其具有假阳性率低、灵敏度高、重复性好、特异性强等特点而被大多数研究者所采用。该技术的优势在于可以在转录水平对不同环境、不同生理条件下的组织或细胞进行基因差异表达方面的研究。随着近年来分子生物学的不断发展,对差异表达基因的筛选及克隆已逐渐成为研究的热点。本文主要对抑制性消减杂交技术在鹅、鸭和鸡这三种常见禽类的生产性能、抗病机理以及品种差异等方面研究中的应用进行综述,从而为采用抑制性消减杂交技术研究生命活动的分子作用机制提供更多的参考。     

Use of suppressor subtraction hybridization for finding strain-specific sequences in bacterial genomes

Comparisons of bacterial genomes demonstrate that even strains of one species may strikingly differ in gene set. Strain-specific genes are of considerable interest, as they may be responsible for distinguishing features, such as virulence or drug resistance, of the strain and may be employed as markers in epidemiological or evolutionary studies. Suppression subtractive hybridization (SSH) was shown to be suitable for generating a set of DNA fragments differing between two closely related bacterial strains. More than 95% DNA fragments selected by SSH proved to be specific for Staphylococcus aureus strains ZW compared with strain 29213.     

Screen for stage-specific expression genes between tail bud stage and heartbeat beginning stage in embryogenesis of gynogenetic silver crucian carp

A systemic study was initiated to identify stage-specific expression genes in fish embryogenesis by using suppression subtractive hybridization (SSH) technique. In this study, we presented a preliminary result on screen for stage-specific expression genes between tail bud stage (TBS) and heartbeat beginning stage (HBS) in gynogenetic silver crucian carp (Carassius auratus gibelio). Two SSH plasmid libraries specific for TBS embryos and HBS embryos were constructed, and stage-specific expression genes were screened between the two stages. 1963 TBS positive clones and 2466 HBS positive clones were sampled to PCR amplification, and 1373 TBS and 1809 HBS PCR positive clones were selected to carry out dot blots. 169 TBS dot blot positive clones and 272 HBS dot blot positive clones were sequenced. Searching GenBank by using these nucleotide sequences indicated that most of the TBS dot blot positive clones could not be found homologous sequences in the database, while known genes were mainly detected from HBS d     

The Use of Suppression Subtractive Hybridization to Identify Strain-Specific Sequences in Bacterial Genomes

Comparisons of bacterial genomes demonstrate that even strains of one species may strikingly differ in gene set. Strain-specific genes are of considerable interest, as they may be responsible for distinguishing features, such as virulence or drug resistance, of the strain and may be employed as markers in epidemiological or evolutionary studies. Suppression subtractive hybridization (SSH) was shown to be suitable for generating a set of DNA fragments differing between two closely related bacterial strains. More than 95% DNA fragments selected by SSH proved to be specific for Staphylococcus aureus strains ZW compared with strain 29213.     

Genome comparison of Bifidobacterium longum strains NCC2705 and CRC-002 using suppression subtractive hybridization

Because probiotic effects are strain dependent, genomic explanations of these differences will contribute to understanding their mechanisms of action. The genomic sequence of the Bifidobacterium longum probiotic strain NCC2705 was determined, but little is known about the genetic diversity between strains of this species. Suppression subtractive hybridization (SSH) is a powerful method for generating a set of DNA fragments differing between two closely related bacterial strains. The purpose of this study was to identify genetic differences between genomes of B. longum strains NCC2705 and CRC-002 using PCR-based SSH. Strain CRC-002 produces exopolysaccharides whereas NCC2705 is not known for reliable exopolysaccharide production. Thirty-five and 30 different sequences were obtained from the SSH libraries of strains CRC-002 and NCC2705, respectively. Specific CRC-002 genes found were predicted to be involved in the biosynthesis of exopolysaccharides and metabolism of other carbohydrates, and these genes were not present in the genome of strain NCC2705. The identification of an endo-1,4-beta-xylanase gene in the CRC-002 SSH library is an important difference because xylanase genes have previously been proposed as a defining characteristic of the NCC2705 strain. The results demonstrate that the SSH technique was useful to highlight potential genes involved in complex sugar metabolism that differ between the two probiotic strains.