A practical guide to amplicon and metagenomic analysis of microbiome data

Advances in high-throughput sequencing(HTS)have fostered rapid developments in the field of microbiome research,and massive microbiome datasets are now being generated.However,the diversity of software tools and the complexity of analysis pipelines make it difficult to access this field.Here,we systematically summarize the advantages and limitations of micro-biome methods.Then,we recommend specific pipelines for amplicon and metagenomic analyses,and describe commonly-used software and databases,to help researchers select the appropriate tools.Furthermore,we introduce statistical and visualization methods suit-able for microbiome analysis,including alpha-and beta-diversity,taxonomic composition,difference compar-isons,correlation,networks,machine learning,evolu-tion,source tracing,and common visualization styles to help researchers make informed choices.Finally,a step-by-step reproducible analysis guide is introduced.We hope this review will allow researchers to carry out data analysis more effectively and to quickly select the appropriate tools in order to efficiently mine the bio-logical significance behind the data.     

古丸菌Archaeoglobi的代谢特征

古丸菌纲(Archaeoglobi)是广古菌门下的纲级分类单元,包含古丸菌(Archaeoglobus)、地丸菌(Geoglobus)和铁丸菌(Ferroglobus)三个属,所属菌株均是严格嗜热厌氧菌,主要分布于海洋、陆地热液系统和油田环境中。Archaeoglobus属下的微生物是一类以硫酸盐、亚硫酸盐或硫代硫酸盐为电子受体代谢生成硫化氢(H2S)的化能自养或氢营养型微生物;而Geoglobus和Ferroglobus的成员则主要还原硝酸盐和铁离子。Archaeoglobi地理分布广泛,在元素生物地球化学循环过程中发挥着重要作用,是目前微生物生态学研究的一个热点。在进化方面,Archaeoglobi菌和产甲烷古菌具有较高的亲缘关系;同时,Archaeoglobi基因组中保留着部分产甲烷途径上的功能基因,最新研究表明部分未培养的Archaeoglobi基因组中含有完整的产甲烷通路。这些证据都表明Archaeoglobi菌的基因组特征可能是产甲烷古菌向硫酸盐还原菌进化的活化石。本文梳理了目前发现的11株Archaeoglobi菌株的生理生化特征和基因组分析结果,从化能自养、化能异养、硫化物呼吸、产乙酸、产甲烷等方面综述了已分离的Archaeoglobi菌的代谢特征,并基于宏基因组信息分析了未培养的Archaeoglobi菌基因组中的潜在代谢功能,为进一步分离培养此类未培养厌氧微生物提供理论指导。     

Subunit Structure of Glucoamylase of Saccharomyces diastaticus

Extracellular glucoamylase produced by a starch-fermenting yeast, Saccharomyces diastaticus 5106-9A, was purified. The enzyme was found to be heterogeneous in molecular weight, ranging from approximately 80K to 66K as estimated by gel filtration, and consisted of two subunits, H and Y. The molecular weight of subunit H was heterogeneous and was determined to be approximately 68K, 59K, and 53K by acrylamide gel electrophoresis in the presence of sodium dodecyl sulfate. The molecular weight of subunit Y was 14K, estimated by the same gel. the molecular weight of the deglycosylated form of subunit H was 41K, suggesting that the heterogeneity of the enzyme was due to glycosyl moieties of subunit H. Subunits H and Y were separated by gel filtration in the presence of sodium dodecyl sulfate. Subunit Y seemed to be hydrophobic, since it was insoluble in an aqueous buffer without detergent.     

Metabolism of O,O-Dipropyl S-[2-(2′-Methyl-1′-piperidinyl)-2-oxo-ethyl] Phosphorodithioate (C 19 490) in Paddy Rice

The fate of O,O-dipropyl S-[2-(2′-methyl-1′-piperidinyl)-2-oxo-ethyl] phosphorodithioate (C 19 490, piperophos) was followed in greenhouse-grown rice after application of 1.6 kg/ha ¹⁴C-labeled C 19 490 into the paddy water. At maturity the shoots contained 2.5 ppm and the hulled grains 0.16 ppm ¹⁴C-C 19 490 equivalents. Small amounts of unchanged C 19 490 were found in the shoots but none in the grains.

The main metabolites found were:- 2-(2′-methyl-1′-piperidiny])-2-oxo-ethane sulfonic acid, 2-(2?-methyl-1?-piperidinyl)-2-oxo-ethanoic acid and a fraction of polar unknown substances. O,O-Dipropyl S-[2-(2?-methyl-1′ -piperidinyl)-2-oxo-ethyl] phosphorothioate, 2-(2?-methyl-1?-piperidinyl)- 1-methyl-sulfinyl-2-oxo-ethane, 2-(2?-methyl-1?-piperidinyl)-1-methyl-sulfonyl-2-oxo- ethane, 2-methyl-piperidine and CO₂ were found in smaller amounts.     

Gene‐Centric Metagenome Analysis Reveals Gene Clusters for Carbon Monoxide Conversion and Validates Isolation of a Clostridial Acetogen for C2 Chemical Production

Syngas fermentation is largely dependent on acetogens that occur in various anaerobic environmental samples including soil, sediment, and feces. Here the authors report the metagenomic isolation of acetogens for C2 chemical production from syngas. Screening acetogens for C2 chemical production typically involves detecting the presence of the Wood‐Ljungdahl Pathway for carbon monoxide conversion. The authors collect samples from river‐bed sediments potentially having conditions suitable for carbon monoxide‐converting anaerobes, and enrich the samples under carbon monoxide selection pressure. Changes in the microbial community during the experimental procedure are investigated using both amplicon and shotgun metagenome sequencing. Combined next‐generation sequencing techniques enabl in situ tracking of the major acetogenic bacterial group and lead to the discovery of a 16 kb of gene cluster for WLP. The authors isolat an acetogenic clostridial strain from the enrichment culture (strain H21‐9). The functional activity of H21‐9 is confirmed by its high level of production of C2 chemicals from carbon monoxide (77.4 mM acetate and 2.5 mM of ethanol). This approach of incorporating experimental enrichment with metagenomic analysis can facilitate the discovery of novel strains from environmental habitats by tracking target strains during the screening process, combined with validation of their functional activity.     

松材线虫伴生细菌多样性的宏基组分析

摘要：【目的】松材线虫是松材线虫病的病原,且与其伴生细菌之间存在互作关系,它们构成一个微生态系统。本研究旨在揭示松材线虫-伴生细菌群落细菌多样性。【方法】采用16S rRNA基因文库和454测序对伴生细菌群落的宏基因组进行初步分析。【结果】依据97％序列相似性划分OTU（Operational Taxonomic Unit）,构建的16S rRNA文库包含25个OTU,分别属于Alphaproteobacteria、Betaproteobacteria、Gammaproteobacteria和Bacter     

Interactions between multiple helminths and the gut microbiota in wild rodents

The gut microbiota is vital to host health and, as such, it is important to elucidate the mechanisms altering its composition and diversity. Intestinal helminths are host immunomodulators and have evolved both temporally and spatially in close association with the gut microbiota, resulting in potential mechanistic interplay. Host–helminth and host–microbiota interactions are comparatively well-examined, unlike microbiota–helminth relationships, which typically focus on experimental infection with a single helminth species in laboratory animals. Here, in addition to a review of the literature on helminth–microbiota interactions, we examined empirically the association between microbiota diversity and composition and natural infection of multiple helminth species in wild mice (Apodemus flavicollis), using 16S rRNA gene catalogues (metataxonomics). In general, helminth presence is linked with high microbiota diversity, which may confer health benefits to the host. Within our wild rodent system variation in the composition and abundance of gut microbial taxa associated with helminths was specific to each helminth species and occurred both up- and downstream of a given helminth''s niche (gut position). The most pronounced helminth–microbiota association was between the presence of tapeworms in the small intestine and increased S24–7 (Bacteroidetes) family in the stomach. Helminths clearly have the potential to alter gut homeostasis. Free-living rodents with a diverse helminth community offer a useful model system that enables both correlative (this study) and manipulative inference to elucidate helminth–microbiota interactions.     

Enrichment for microbes living in association with plant tissues

AIMS: To investigate a cultivation-independent method of enrichment for microbes living in association with plant tissues. METHODS AND RESULTS: A large quantity of leaves or seeds was enzymatically hydrolyzed, and the pellets were collected by differential centrifugation. Enzyme concentration, buffer and incubation time were optimized for release of plant-associated microbes. The relative abundance of plant nuclear DNA and bacterial DNA in the enriched sample was estimated by PCR amplification of genome-specific marker genes. The efficiency of microbe enrichment was estimated from the proportion of bacterium-derived clones and their restriction fragment length polymorphism (RFLP) types as detected by 16S rRNA gene-based techniques. With a higher ratio of bacterial to plant nuclear DNA, the enriched samples showed a considerably enhanced proportion of bacterium-derived clones and a wider sequence diversity of those clones. CONCLUSIONS: The method described here proved to be remarkably effective in enriching for bacteria living in association with plant tissues. SIGNIFICANCE AND IMPACT OF THE STUDY: The method can be applied to study plant-associated microbes in the field of environmental molecular ecology and environmental metagenomics.     

Beta-xylosidase activity of a GH3 glucosidase/xylosidase from yak rumen metagenome promotes the enzymatic degradation of hemicellulosic xylans

Aims: To characterize the duel activities of a glycosyl hydrolase family 3 β‐glucosidase/xylosidase from rumen bacterial metagenome and to investigate the capabilities of its β‐d ‐xylosidase activities for saccharification of hemicellulosic xylans. Methods and Results: A β‐glucosidase/xylosidase gene RuBGX1 was cloned from yak (Bos grunniens) rumen using the metagenomic technology. Recombinant RuBGX1, expressed in Escherichia coli, demonstrated high hydrolytic activities on both p‐nitrophenyl‐β‐d ‐glucopyranoside (pNP‐Glc) and p‐nitrophenyl‐β‐d ‐xylopyranoside (pNP‐Xyl) substrates. Analysis of the kinetic properties indicated that RuBGX1 had a lower affinity for pNP‐Glc substrate as the K_m was 0·164 mmol l^?1 for pNP‐Glc and 0·03 mmol l^?1 for pNP‐Xyl at pH 6·0 and 50°C, respectively. The capabilities of RuBGX1 β‐xylosidase for hydrolysis of xylooligosaccharide substrates were further investigated using an endoxylanase‐coupled assay. Hydrolysis time courses illustrated that a significant increase (about 50%) in the reducing sugars, including xylobiose, xylotriose and xylotetraose, was achieved by supplementing endoxylanase with RuBGX1. Enzymatic product analysis using high‐performance anion‐exchange chromatography‐pulsed amperometric detection showed that RuBGX1 could release xyloses from intermediate xylooligosaccharides produced by endoxylanase. Conclusions: The RuBGX1 shows β‐glucosidase activity in hydrolysis of cello‐oligosaccharides; meanwhile, it has β‐xylosidase activity and functions synergistically with endoxylanase to promote the degradation of hemicellulosic xylans. Significance and Impact of the study: This was the first to report the β‐xylosidase activity of family 3 β‐glucosidase/xylosidase functioned in the degradation of hemicellulosic xylans. The bifunctional β‐glucosidase/xylosidase property of RuBGX1 can be used in simultaneous saccharification of cellulose and xylan into fermentable glucose and xylose.