肠道微生物与疾病关系的研究新进展- 运用454 测序技术分析

由于传统研究方法成本和速度的限制,远远满足不了对微生物群落大规模的研究,以454测序为代表的新一代高通量测序技术凭借低成本、高通量、流动自动化的优势为研究微生物的多样性和组成提供了新的技术平台。本文就近年来454测序技术在研究人体肠道微生物与疾病关系的应用进行了综述。     

454测序技术在微生物生态学研究中的应用

以Sanger法(双脱氧核苷酸末端终止法)为代表的第1代测序技术由于其成本高、速度慢、通量低等不足,满足不了大规模测序的要求.进入21世纪后,以Roche 454为代表的第2代测序技术诞生了,454测序法作为一种高通量的测序方法,近年来已被广泛应用于微生物生态学研究中.介绍了该测序技术的原理和操作步骤,结合本实验室的研...     

高通量测序技术及其应用

高通量测序技术是DNA测序发展历程的一个里程碑,它为现代生命科学研究提供了前所未有的机遇。详细介绍了以454、Solexa和SOLiD为代表的第二代高通量测序技术,以HeliScope TIRM和Pacific Biosciences SMRT为代表的单分子测序技术,以及最近Life Science公司推出的Ion Personal Genome Machine (PGM)测序技术等高通量测序技术的最新进展。在此基础上,阐述了高通量测序技术在基因组测序、转录组测序、基因表达调控、转录因子结合位点的检测以及甲基化等研究领域的应用。最后,讨论了高通量测序技术在成本和后续数据分析等方面存在的问题及其未来的发展前景。     

CVTree在454高通量测序分析菌群结构中的应用

目的探究将基于短串频度的CVTree方法用于反映菌群结构的16S rRNA基因的454高通量测序数据分析的可行性,为快速分析高通量菌群结构数据提供新的方法。方法对一个四世同堂的中国家庭7名成员肠道菌群和不同基因型及饮食类型的小鼠肠道菌群用454高通量方法获得16S rRNA基因的V3区的测序数据,用CVTree的方法进行菌群结构的比较分析。结果通过选取合适的短串长度,CVTree的方法能准确检测到各样本间的聚类关系,其结果与之前文献报道的基于Unifrac算法的结果相一致。结论CVTree能快速、有效地处理16S rRNA基因的454高通量测序数据,实现对不同菌群结构相似性的比较分析。     

新一代测序技术在植物转录组研究中的应用

随着DNA测序技术的发展,新一代测序技术以其高通量、低成本的特点,成为越来越多的生物学研究者在开展工作时的首选。在所有的新一代测序技术中,454测序系统是最早实现商业化且发展相对成熟的一种,目前被广泛的应用于各个领域的生物学研究中。文章以454测序系统为例,综述了新一代测序系统的原理、优缺点,及其在植物转录组研究中的应用,并对其在植物研究领域中可能的发展应用方向进行了展望。     

基因芯片与高通量DNA测序技术前景分析

基因芯片与第二代DNA测序是两种重要的高通量基因组学研究技术,对于揭示基因组的结构与功能已经并正在发挥重要的推动作用．基因芯片技术建立了10多年,技术日渐成熟,在功能基因组、系统生物学、药物基因组的研究中已经得到了广泛的应用．2003年,454公司首先建立了高通量的第二代测序技术,其他公司相继推出了Solexa和Solid测序技术．虽然第二代测序技术建立的时间不长,但发展非常快,已经应用于基因组,包括测序和表观基因组学以及功能基因组学研究的许多方面．本文简要综述了基因芯片和第二代测序技术及其应用进展,并分析了这两种高通量基因组学技术的前景．     

454测序技术开发微卫星标记的研究进展

第二代测序技术(454测序为例)已成为测定基因组序列的一种成熟技术.454测序亦可应用于目标DNA区域分析,因此可用作微卫星标记的开发.较传统方法而言,具有便捷、高效等特点.目前,运用454技术进行基因组测序或转录组测序开发微卫星标记,用以研究种群生态学、构建遗传图谱等得到越来越多的重视和应用.综述了454测序技术在开发微卫星标记上的应用,并根据其优缺点对其应用前景进行了展望,旨在为应用454测序开发微卫星提供参考.     

名刊封面

《细胞》2008.8尼安德特人线粒体基因组问世高通量454测序技术被广泛应用于分析古代DNA样本,为复原古代DNA提供了可能。近日,来自德国、美国、克罗地亚和芬兰的科学家发表了他们的最新研究结果,通过454测序技术,科学家得到了一个尼安德特个体的完整线粒体DNA基因组序列。尽管科学家相信尼安德特人是最接近现代人类的原始人种,但是关于他们与现代人类之间的精确关系却一直存在争论。     

高通量测序技术及其在微生物学研究中的应用

20世纪70年代发明的核酸测序技术为基因组学及其相关学科的发展做出了巨大贡献,本世纪初发展的以Illumina公司的HiSeq 2000,ABI公司的SOLID,和Roche公司的454技术为代表的高通量测序技术又为基因组学的发展注入了新活力.本文在阐述这些技术的基础上,着重讨论了新一代测序技术在微生物领域中的应用.     

转录组测序技术在整合网络调控中的应用现状及前景

2005年以来,以454焦磷酸测序技术、Solexa边合成边测序技术和SOLiD连续连接合成测序技术为标志的新一代测序技术相继诞生,使得全转录组商业化测序成为可能.针对转录因子与基因、转录因子与miRNA、以及miRNA与基因所构成的整合调控网络,转录组测序技术以高通量、高分辨率、高精度和价格低廉等优势发挥着巨大的作用.从miRNA与蛋白编码基因等层次分别介绍了转录组测序技术在基础研究、临床研究等领域的应用现状及发展前景.     

The development and impact of 454 sequencing

The 454 Sequencer has dramatically increased the volume of sequencing conducted by the scientific community and expanded the range of problems that can be addressed by the direct readouts of DNA sequence. Key breakthroughs in the development of the 454 sequencing platform included higher throughput, simplified all in vitro sample preparation and the miniaturization of sequencing chemistries, enabling massively parallel sequencing reactions to be carried out at a scale and cost not previously possible. Together with other recently released next-generation technologies, the 454 platform has started to democratize sequencing, providing individual laboratories with access to capacities that rival those previously found only at a handful of large sequencing centers. Over the past 18 months, 454 sequencing has led to a better understanding of the structure of the human genome, allowed the first non-Sanger sequence of an individual human and opened up new approaches to identify small RNAs. To make next-generation technologies more widely accessible, they must become easier to use and less costly. In the longer term, the principles established by 454 sequencing might reduce cost further, potentially enabling personalized genomics.     

From micrograms to picograms: quantitative PCR reduces the material demands of high-throughput sequencing

Current efforts to recover the Neandertal and mammoth genomes by 454 DNA sequencing demonstrate the sensitivity of this technology. However, routine 454 sequencing applications still require microgram quantities of initial material. This is due to a lack of effective methods for quantifying 454 sequencing libraries, necessitating expensive and labour-intensive procedures when sequencing ancient DNA and other poor DNA samples. Here we report a 454 sequencing library quantification method based on quantitative PCR that effectively eliminates these limitations. We estimated both the molecule numbers and the fragment size distributions in sequencing libraries derived from Neandertal DNA extracts, SAGE ditags and bonobo genomic DNA, obtaining optimal sequencing yields without performing any titration runs. Using this method, 454 sequencing can routinely be performed from as little as 50 pg of initial material without titration runs, thereby drastically reducing costs while increasing the scope of sample throughput and protocol development on the 454 platform. The method should also apply to Illumina/Solexa and ABI/SOLiD sequencing, and should therefore help to widen the accessibility of all three platforms.     

Highly improved homopolymer aware nucleotide-protein alignments with 454 data

ABSTRACT: BACKGROUND: Roche 454 sequencing is the leading sequencing technology for producing long read high throughput sequence data. Unlike most methods where sequencing errors translate to base uncertainties, 454 sequencing inaccuracies create nucleotide gaps. These gaps are particularly troublesome for translated search tools such as BLASTx where they introduce frame-shifts and result in regions of decreased identity and/or terminated alignments, which affect further analysis. RESULTS: To address this issue, the Homopolymer Aware Cross Alignment Tool (HAXAT) was developed. HAXAT uses a novel dynamic programming algorithm for solving the optimal local alignment between a 454 nucleotide and a protein sequence by allowing frame-shifts, guided by 454 flowpeak values. The algorithm is an efficient minimal extension of the Smith-Waterman-Gotoh algorithm that easily fits in into other tools.Experiments using HAXAT demonstrate, through the introduction of 454 specific frame-shift penalties, significantly increased accuracy of alignments spanning homopolymer sequence errors. The full effect of the new parameters introduced with this novel alignment model is explored. Experimental results evaluating homopolymer inaccuracy through alignments show a two to five-fold increase in Matthews Correlation Coefficient over previous algorithms, for 454-derived data. CONCLUSIONS: This increased accuracy provided by HAXAT does not only result in improved homologue estimations, but also provides un-interrupted reading-frames, which greatly facilitate further analysis of protein space, for example phylogenetic analysis.The alignment tool is available at http://bioinfo.ifm.liu.se/454tools/haxat.     

Analysis,Optimization and Verification of Illumina-Generated 16S rRNA Gene Amplicon Surveys

The exploration of microbial communities by sequencing 16S rRNA genes has expanded with low-cost, high-throughput sequencing instruments. Illumina-based 16S rRNA gene sequencing has recently gained popularity over 454 pyrosequencing due to its lower costs, higher accuracy and greater throughput. Although recent reports suggest that Illumina and 454 pyrosequencing provide similar beta diversity measures, it remains to be demonstrated that pre-existing 454 pyrosequencing workflows can transfer directly from 454 to Illumina MiSeq sequencing by simply changing the sequencing adapters of the primers. In this study, we modified 454 pyrosequencing primers targeting the V4-V5 hyper-variable regions of the 16S rRNA gene to be compatible with Illumina sequencers. Microbial communities from cows, humans, leeches, mice, sewage, and termites and a mock community were analyzed by 454 and MiSeq sequencing of the V4-V5 region and MiSeq sequencing of the V4 region. Our analysis revealed that reference-based OTU clustering alone introduced biases compared to de novo clustering, preventing certain taxa from being observed in some samples. Based on this we devised and recommend an analysis pipeline that includes read merging, contaminant filtering, and reference-based clustering followed by de novo OTU clustering, which produces diversity measures consistent with de novo OTU clustering analysis. Low levels of dataset contamination with Illumina sequencing were discovered that could affect analyses that require highly sensitive approaches. While moving to Illumina-based sequencing platforms promises to provide deeper insights into the breadth and function of microbial diversity, our results show that care must be taken to ensure that sequencing and processing artifacts do not obscure true microbial diversity.     

Minor variant detection in amplicons using 454 massive parallel pyrosequencing: experiences and considerations for successful applications

Ultra-deep sequencing (UDS) of amplicons is a major application for next-generation sequencing technologies, even more so for the 454 Genome Sequencer FLX. Especially for this application, errors that might be introduced during any of the sample processing or data analysis steps should be avoided or at least recognized, as they might lead to aberrant sequence variant calling. Since 454 pyrosequencing relies on PCR-driven target amplification, it is key to differentiate errors introduced during the amplification step from genuine minority variants. Thereto, optimal primer design is imperative because primer selection, primer dimer formation, and nonspecific binding may all affect the quality and outcome of amplicon-based deep sequencing. Also, other intrinsic PCR characteristics including amplification drift and the formation of secondary structures may influence sequencing data quality. We illustrate these phenomena using real life case studies and propose experimental and analytical evidence-based solutions for effective practice. Furthermore, because accuracy of the DNA polymerase is vital for reliable UDS results, a comparative analysis of error profiles from seven different DNA polymerases was performed and experimentally assessed in parallel by 454 sequencing. Finally, intra and interrun variability evaluation of the 454 sequencing protocol revealed highly reproducible results in amplicon-based UDS.     

High-throughput microsatellite marker development in two sparid species and verification of their transferability in the family Sparidae

Recently, 454 sequencing has emerged as a popular method for isolating microsatellites owing to cost-effectiveness and time saving. In this study, repeat-enriched libraries from two southern African endemic sparids (Pachymetopon blochii and Lithognathus lithognathus) were 454 GS-FLX sequenced. From these, 7370 sequences containing repeats (SCRs) were identified. A brief survey of 23 studies showed a significant difference between the number of SCRs when enrichment was performed first before 454 sequencing. We designed primers for 302 unique fragments containing more than five repeat units and suitable flanking regions. A fraction (<11%) of these loci were characterized with 18 polymorphic microsatellite loci (nine in each of the focal species) being described. Sanger sequencing of alleles confirmed that size variation was because of differences in the number of tandem repeats. However, a case of homoplasy and sequencing errors in the 454 sequencing were identified. These newly developed and four previously isolated loci were successfully used to identify polymorphic markers in nine other economically important species, representative of sparid diversity. The combination of newly developed markers with data from previous sparid cross-species studies showed a significant negative correlation between genetic divergence to focal species and microsatellite transferability. The high level of transferability we described (48% amplification success and 32% polymorphism) suggests that the 302 microsatellite loci identified represent an excellent resource for future studies on sparids. Microsatellite marker development should commonly include tests of transferability to reduce costs and increase feasibility of population genetics studies in nonmodel organisms.     

High consistency between replicate 454 pyrosequencing analyses of ectomycorrhizal plant root samples

In this methodological study, we compare 454 sequencing and a conventional cloning and Sanger sequencing approach in their ability to characterize fungal communities PCR amplified from four root systems of the ectomycorrhizal plant Bistorta vivipara. To examine variation introduced by stochastic processes during the laboratory work, we replicated all analyses using two independently obtained DNA extractions from the same root systems. The ITS1 region was used as DNA barcode and the sequences were clustered into OTUs as proxies for species using single linkage clustering (BLASTClust) and 97% sequence similarity cut-off. A relatively low overlap in fungal OTUs was observed between the 454 and the clone library datasets — even among the most abundant OTUs. In a non-metric multidimensional scaling analysis, the samples grouped more according to methodology compared to plant. Some OTUs frequently detected by 454, most notably those OTUs with taxonomic affinity to Glomales, were not detected in the Sanger dataset. Likewise, a few OTUs, including Cenococcum sp., only appeared in the clone libraries. Surprisingly, we observed a significant relationship between GC/AT content of the OTUs and their proportional abundances in the 454 versus the clone library datasets. Reassuringly, a very good consistency in OTU recovery was observed between replicate runs of both sequencing methods. This indicates that stochastic processes had little impact when applying the same sequencing technique on replicate samples.