宏基因组与宏基因组学

宏基因组学诞生于上世纪90年代,是指不经过微生物培养阶段,采用直接提取环境中总DNA的方法,对微生物基因总和进行研究的一门新学科.宏基因组技术的出现,使得人们对占微生物总体99%以上不可培养微生物的研究成为现实,微生物基因的可探测空间显著增大.总的来说,目前宏基因组技术的应用主要分为两个方面:一方面是筛选功能基因,开发具有所需功能的蛋白;另一方面是通过对宏基因组文库进行分析,探讨在各种环境下微生物间相互作用和微生物与周围环境间相互影响的规律,以便我们能更加客观、全面地认识微生物世界.在宏基因组技术的应用范围被不断扩展的同时,围绕着宏基因组文库的构建和筛选、测序和分析等方面的研究已成为宏基因组学发展的主要推动力,宏基因组技术的进步将不断提升其应用价值.     

宏基因组学在微生物活性物质筛选中的应用

采用传统分离培养筛选微生物新活性物质的方法受到很大制约,自然界99%以上的微生物不能培养,其资源开发受到很大限制。环境微生物宏基因组技术应用避开了微生物分离纯培养问题,极大拓展了微生物资源的利用空间,增加获得新活性物质的机会和途径。本文着重介绍宏基因组的概念、研究策略包括DNA提取、文库构建与筛选等及在微生物活性物质筛选中的应用,并对宏基因组研究中存在的问题进行探讨。     

宏基因组学:基本策略及在医学研究领域中的可能应用

宏基因组学（metagenomics）的提出是分子生物学领域的一个重要进展。在自然生境中有大量不可培养微生物的存在,无法通过培养法进行研究,而宏基因组学的策略则突破了这一束缚。宏基因组学是从生境中取得全部微生物的基因组,并进行系统研究的方法。该文介绍宏基因组学的基本情况,并着重探讨其在医学研究领域中的可能应用。     

宏基因组学在纤维素酶研究中的应用进展

纤维素酶能降解纤维素,被广泛应用于生物修复、食品加工、化工合成等领域,开发高活力、广底物、耐高温高碱等极端条件的新型纤维素酶具有重要意义。宏基因组学以特定环境样品中微生物的基因组总和为研究对象,避开传统的微生物分离培养过程,为基因资源的开发、利用提供了新技术。文中结合本课题组的研究工作,综述了利用宏基因组学获取纤维素酶的策略,同时着重介绍利用宏基因组学从动物胃肠道、土壤等环境中获取纤维素酶的研究。     

宏基因组学挖掘新型生物催化剂的研究进展

微生物蕴藏着大量具有工业应用潜力的生物催化剂。然而,传统培养方法只能从环境中获得不到1%的微生物。宏基因组学是通过提取某一特定环境中的所有微生物基因组DNA、构建基因组文库并对文库进行筛选,寻找和发现新的功能基因的一种方法。它绕过了微生物分离培养过程,成为研究环境样品中不可培养微生物的有力手段。因此,从宏基因组中挖掘新型生物催化剂一直倍受生物学家的关注。以下主要对宏基因组文库的样品来源、DNA提取方法、文库的构建和筛选策略的选择这4个方面的研究状况进行了综述,列举了近年来利用宏基因组技术所获得的新型生物催化剂,并对其今后的研究方向提出了展望。     

宏基因组学在未培养微生物研究中的应用

自然环境中约99%的微生物不能用传统的分离培养方法获得其纯培养。随着宏基因组技术的出现,人们可以对这一庞大的未知世界进行多方面的研究,包括微生物的生理、生态及其基因功能等。利用这一技术,研究者已经对地球上的许多生境进行了研究,并取得了很多新的成就。简要概述这一技术在研究未培养微生物方面的应用。     

土壤宏基因组学技术及其应用

传统的基于培养的研究方法只能反映土壤中少数(0.1%～10 %)微生物的信息,而大部分微生物目前还不能培养,因而这部分微生物资源尚难以被有效地开发利用.宏基因组学是分子生物学技术应用于环境微生物生态学研究而形成的一个新概念,主要技术包括土壤DNA的提取、文库的构建和目标基因克隆的筛选.它可为揭示微生物生态功能及其分子基础提供更全面的遗传信息,并已在微生物新功能基因筛选、活性物质开发和微生物多样性研究等方面取得了显著成果.本文对土壤宏基因组学技术的方法和应用作了详细介绍.     

宏基因组学研究进展

不可培养微生物占据微生物总数的99%以上, 这己成为微生物资源开发利用的一个限制性因素。宏基因组学是通过提取某一环境中的所有微生物基因组DNA、构建基因组文库及对文库进行筛选寻找和发现新的功能基因及活性代谢产物的一种方法。它避开了微生物分离培养的过程, 极大地扩展了微生物资源的利用空间, 是现代基因工程一个新的发展方向和研究热点。本文主要对宏基因组的DNA提取方法、文库的构建、筛选策略的选择及近年来宏基因组学在各领域中的应用研究现状进行了综述。     

宏基因组学在胃肠道微生物研究中的应用

动物胃肠道中普遍存在大量共生微生物群,对于它们的研究一直受制于纯培养技术。随着分子生物学的快速发展及其在微生物学及生态学上的应用,针对未培养微生物研究的一门新型学科——宏基因组技术应运而生并迅速发展。通过提取胃肠道粘膜表面以及内容物中微生物DNA,构建总DNA文库的方法,利用基因组学的研究策略,来研究胃肠道中微生物遗传组成及群落功能。宏基因组技术在胃肠道微生物研究中广泛的应用,对于医学、生态学、生物能源利用等领域的研究具有重大的价值。     

宏基因组学技术在微生物功能酶开发中的应用

宏基因组学技术以特定环境样品中微生物复杂群落的基因组总和为研究对象,突破了传统微生物纯培养方法的局限,为不可培养微生物中丰富的基因资源的开发和利用提供了强有力的工具,已经取得了令人瞩目的研究进展。对宏基因组学技术及其在微生物功能酶新基因发现中的应用进行综述。     

Finding and Mapping New Genes Faster than Ever: Revisited

This article recounts some of the early days of the Human Genome Project, covering the important and sometimes controversial role that complementary DNA-based approaches played in the discovery and mapping of the majority of human genes. It also describes my involvement in this effort and my lab''s development of methods for rapid sequence identification and mapping of human genes.     

Identifying Active Phage Lysins through Functional Viral Metagenomics

Recent metagenomic sequencing studies of uncultured viral populations have provided novel insights into the ecology of environmental bacteriophage. At the same time, viral metagenomes could also represent a potential source of recombinant proteins with biotechnological value. In order to identify such proteins, a novel two-step screening technique was devised for cloning phage lytic enzymes from uncultured viral DNA. This plasmid-based approach first involves a primary screen in which transformed Escherichia coli clones that demonstrate colony lysis following exposure to inducing agent are identified. This effect, which can be due to the expression of membrane-permeabilizing phage holins, is discerned by the development a hemolytic effect in surrounding blood agar. In a secondary step, the clones identified in the primary screen are overlaid with autoclaved Gram-negative bacteria (specifically Pseudomonas aeruginosa) to assay directly for recombinant expression of lytic enzymes, which are often encoded proximally to holins in phage genomes. As proof-of-principle, the method was applied to a viral metagenomic library constructed from mixed animal feces, and 26 actively expressed lytic enzymes were cloned. These proteins include both Gram-positive-like and Gram-negative-like enzymes, as well as several atypical lysins whose predicted structures are less common among known phage. Overall, this study represents one of the first functional screens of a viral metagenomic population, and it provides a general approach for characterizing lysins from uncultured phage.The field of metagenomics has expanded rapidly in recent years, providing access to environmental microorganisms that would remain unapproachable by standard, culture-based methods. The foundation of metagenomics lies in the direct extraction of DNA/RNA from environmental samples (e.g., soil, water, or feces) without prior isolation of individual microbial species (reviewed in references 18 and 32). It has been estimated that only a small proportion of naturally occurring microbes—approximately 1% of soil bacteria, for instance—are culturable under standard laboratory conditions (31). In this light, metagenomics has become an increasingly common tool for studying diverse ecosystems, from around the globe to within the human body.Overall, metagenomics research can be divided into two general categories: sequence-based and functional. In the former, environmental DNA is sequenced in mass and compared with genetic databases to address broad questions of ecology, taxonomy, and diversity. Some of the most extensive metagenomic studies to date have been sequence based in nature, benefiting from the development of high-throughput sequencing technologies. Notable examples include a 76-megabase study of an acid mine biofilm (33), a 1-gigabase analysis of the Sargasso Sea (35), and a 6.3-gigabase sampling of global oceanic samples (25). In functional metagenomics, by contrast, environmental genes are recombinantly expressed within a host organism, which is monitored for the acquisition of a desired phenotype. Rather than providing insight into entire ecosystems, functional studies aim to identify individual molecules with biomedical or industrial value. Targeted compounds may be either proteins (usually enzymes) encoded directly by environmental genes or small molecules synthesized by several enzymes of a gene cluster. Numerous classes of molecules have been identified to date, with particular interest in the areas of biosynthesis, biomass degradation, and antibiotic discovery (reviewed in references 2, 34, and 36).While bacteria provide the majority of DNA to most metagenomic pools, recent studies have begun focusing on subsets of total environmental populations. A prominent example is viral metagenomics, in which viral particles (predominately bacteriophage) are purified from cellular material prior to DNA extraction (reviewed in references 10 and 12). Although the yield of DNA from environmental phage isolates is generally low, PCR amplification techniques have been developed to overcome this issue (4, 26). Viral metagenomic analyses have been conducted on a growing number of samples, including ones purified from soil (15), seawater (4, 39), and human feces (3). These studies have revealed a remarkable abundance of novel sequences, supporting the notion that phage represent the largest source of untapped genetic diversity on the planet (19). Despite this wealth of information, viral metagenomic studies to date have remained predominantly sequence based in nature. In this regard, functional screens of viral metagenomes could provide a large source of recombinant molecules.Recently one class of phage-encoded protein has received particular attention from the biotechnology field: phage lytic enzymes (also referred to as endolysins or lysins) (reviewed in references 16 and 17). These peptidoglycan hydrolases are expressed late in the infective cycle of double-stranded DNA phage, and—along with a membrane-permeabilizing protein known as a holin—they are responsible for disrupting the bacterial cell envelope and freeing progeny viral particles. Despite this conserved biological function, phage lysins (especially Gram-positive ones) are a tremendously diverse group of proteins whose enzymatic specificity includes various bonds within the peptidoglycan macromolecule. They include glycosyl hydrolases that target the polysaccharide backbone (muramidases/lysozymes and glucosaminidases), alanine amidases that target the initial l-alanine of the pentapeptide stem, and endopeptidases that target subsequent peptide bonds in the stem or cross bridge. While lysins of Gram-negative phage generally consist of an enzymatic domain alone, Gram-positive lysins are modular and combine an N-terminal lytic domain with a C-terminal binding domain that can recognize various epitopes within the target cell envelope.Although researchers have known of lysins for decades, interest has increased markedly in recent years after it was proposed that they could act as novel anti-infective agents against Gram-positive pathogens, whose peptidoglycan is directly accessible from the extracellular space (8, 23, 28). A growing number of in vitro and in vivo studies have confirmed the ability of recombinantly expressed lysins to kill such organisms, and their appeal lies in both the potency and the specificity they demonstrate toward individual Gram-positive species. This enzybiotic value of phage lysins goes alongside additional proposed applications in the areas of food (11), agricultural (20), veterinary (7), and industrial science (21, 40).Considering this potential, lytic enzymes represent an intriguing functional target for viral metagenomic screens. At the same time, identifying lysins in this manner would present several distinct challenges. Aside from general concerns common to all functional screens (e.g., protein expression and solubility), metagenomic lysin identification would face the following particular issues. (i) Clonal toxicity: recombinant lysin expression is typically well tolerated by host bacteria, since the enzymes are sequestered in the cytoplasm away from the peptidoglycan layer. Holins, on the other hand, interact nonspecifically with plasma membranes and are generally toxic to an Escherichia coli host, inducing bacteriolysis from within (9). Since holins are short (∼100 residues) and are often encoded adjacent to lysins, they can lead to selective toxicity of many of the clones one hopes to identify. In a metagenomic screen, where numerous lysins are present within a single library, this effect could lead to a significant loss of positive hits. (ii) Target bacterial species: in standard phage genomic screens, lysin-encoding clones are selected by their ability to kill the host bacterium of the encoding phage, which generally demonstrates the highest sensitivity (27). In a metagenomic screen, however, numerous host species of unknown origin could be present within a sample, confounding this choice of screening agent.To address these issues, we have devised a novel functional strategy for the general cloning of lytic enzymes from uncultured phage DNA. It utilizes a plasmid-based E. coli expression system and consists of a two-step process. Following induction by arabinose, clones are first screened for holin-mediated lysis by a hemolytic effect they create in the surrounding blood agar. These initial hits are then restreaked as patches and overlaid with Gram-negative cells whose outer membranes have been permeabilized by autoclaving, serving as a general source of peptidoglycan. The clones are observed for surrounding Gram-negative clearing zones to assay directly for the recombinant production of lytic enzymes encoded adjacent to the holins. As proof-of-principle, we applied our methodology to a viral metagenomic library constructed from mixed animal feces, identifying 26 actively expressed lysins of diverse molecular architectures. The first of its kind, this study presents a general model for lysin identification through viral metagenomics, highlighting the potential of this field for cloning of proteins of biotechnological or academic value.     

RNA干扰技术在功能基因研究中的应用

RNA干扰是与靶基因序列同源的双链RNA所诱导的一种特异性的转录后基因沉默现象。它是一种跨越多种种属的古老的生物途径,同时它的出现为生物学家提供了一种快速,简便的反向遗传学技术,在后基因组时代功能基因的研究中具有重要的应用前景。     

宏基因组学在新型生物催化剂开发中的研究进展

宏基因组学是基因工程发展的新方向,它为寻找和发现新的功能基因及生物催化剂提供了新的研究策略。着重论述了宏基因组学的研究方法,包括DNA的提取、文库的构建以及筛选策略的选择。同时介绍了近年来宏基因组学应用于新型生物催化剂开发中所取得的一些成果。     

Finding Protein-Coding Genes through Human Polymorphisms

Human gene catalogs are fundamental to the study of human biology and medicine. But they are all based on open reading frames (ORFs) in a reference genome sequence (with allowance for introns). Individual genomes, however, are polymorphic: their sequences are not identical. There has been much research on how polymorphism affects previously-identified genes, but no research has been done on how it affects gene identification itself. We computationally predict protein-coding genes in a straightforward manner, by finding long ORFs in mRNA sequences aligned to the reference genome. We systematically test the effect of known polymorphisms with this procedure. Polymorphisms can not only disrupt ORFs, they can also create long ORFs that do not exist in the reference sequence. We found 5,737 putative protein-coding genes that do not exist in the reference, whose protein-coding status is supported by homology to known proteins. On average 10% of these genes are located in the genomic regions devoid of annotated genes in 12 other catalogs. Our statistical analysis showed that these ORFs are unlikely to occur by chance.     

酵母异源功能互补在植物基因克隆中的应用

酵母作为研究高等真核生物的一种重要的模式生物,不仅在生物信息学方面发挥着重要的作用,其丰富的突变体在其他生物基因克隆和功能验证等方面也发挥着重要的作用。酵母异源互补方法是利用酵母突变体验证相应性状异源基因功能,或通过文库筛选克隆相应性状异源基因,为高等真核生物的基因克隆和功能验证提供了一种捷径。主要对酵母异源功能互补法在研究植物基因方面的进展做一概述。     

An Artificial Functional Family Filter in Homolog Searching in Next-generation Sequencing Metagenomics

In functional metagenomics, BLAST homology search is a common method to classify metagenomic reads into protein/domain sequence families such as Clusters of Orthologous Groups of proteins (COGs) in order to quantify the abundance of each COG in the community. The resulting functional profile of the community is then used in downstream analysis to correlate the change in abundance to environmental perturbation, clinical variation, and so on. However, the short read length coupled with next-generation sequencing technologies poses a barrier in this approach, essentially because similarity significance cannot be discerned by searching with short reads. Consequently, artificial functional families are produced, in which those with a large number of reads assigned decreases the accuracy of functional profile dramatically. There is no method available to address this problem. We intended to fill this gap in this paper. We revealed that BLAST similarity scores of homologues for short reads from COG protein members coding sequences are distributed differently from the scores of those derived elsewhere. We showed that, by choosing an appropriate score cut-off, we are able to filter out most artificial families and simultaneously to preserve sufficient information in order to build the functional profile. We also showed that, by incorporated application of BLAST and RPS-BLAST, some artificial families with large read counts can be further identified after the score cutoff filtration. Evaluated on three experimental metagenomic datasets with different coverages, we found that the proposed method is robust against read coverage and consistently outperforms the other E-value cutoff methods currently used in literatures.