16S rRNA gene sequencing on a benchtop sequencer: accuracy for identification of clinically important bacteria

Aims

Test the choice of 16S rRNA gene amplicon and data analysis method on the accuracy of identification of clinically important bacteria utilizing a benchtop sequencer.

Methods and Results

Nine 16S rRNA amplicons were tested on an Ion Torrent PGM to identify 41 strains of clinical importance. The V1–V2 region identified 40 of 41 isolates to the species level. Three data analysis methods were tested, finding that the Ribosomal Database Project's SequenceMatch outperformed BLAST and the Ion Reporter Metagenomics analysis pipeline. Lastly, 16S rRNA gene sequencing mixtures of four species through a six log range of dilution showed species were identifiable even when present as 0·1% of the mixture.

Conclusions

Sequencing the V1–V2 16S rRNA gene region, made possible by the increased read length Ion Torrent PGM sequencer's 400 base pair chemistry, may be a better choice over other commonly used regions for identifying clinically important bacteria. In addition, the SequenceMatch algorithm, freely available from the Ribosomal Database Project, is a good choice for matching filtered reads to organisms. Lastly, 16S rRNA gene sequencing's sensitivity to the presence of a bacterial species at 0·1% of a mixture suggests it has sufficient sensitivity for samples in which important bacteria may be rare.

Significance and Impact of the Study

We have validated 16S rRNA gene sequencing on a benchtop sequencer including simple mixtures of organisms; however, our results highlight deficits for clinical application in place of current identification methods.     

Characterization and identification of compost bacteria based on 16S rRNA gene sequencing

The aim of this study was to isolate and characterize bacteria from the compost of fruit and vegetable waste (FVW) for plant growth-promoting (PGP) activities and investigate the pro-active influence of bacterial isolates on wheat growth. Fourteen bacterial strains (RHC-1 to RHC-14) were isolated and purified in tryptic soya agar (TSA). In addition to being biochemically characterized, these bacterial strains were also tested for their PGP traits, such as phosphate (P)-solubilization, nifH gene amplification, indole-3-acetic acid (IAA) quantification and the production of ammonia, oxidase and catalase. Based on 16S rRNA gene sequencing, these bacterial strains were identified as belonging to species of Bacillus, Lysinibacillus, Lysobacter, Staphylococcus, Enterobacter, Pseudomonas and Serratia. All bacterial strains solubilized tri-calcium phosphate and produced IAA. Two bacterial strains RHC-8 (Enterobacter sp.) and RHC-13 (Pseudomonas sp.) solubilized the maximum amount of tri-calcium phosphate, i.e. 486 and 464 μg/ml, respectively. P-solubilization was associated with a significant drop in the pH of the broth culture from an initial pH of 7 to pH 4.43. In addition to P-solubilization and IAA production, six bacterial strains also carried the nifH gene and were further evaluated for their effect on wheat (Triticum aestivum) growth under controlled conditions. All six bacterial strains enhanced wheat growth as compared to uninoculated control plants. Two of the bacterial strains, RHC-8 and RHC-13, identified as Enterobacter aerogenes and Pseudomonas brenneri, respectively, were assessed as potential PGP rhizobacteria due to exhibiting characteristics of four or more PGP traits and enhancing wheat growth though their specific mechanism of action.     

Rapid identification of bacteria by real-time amplification and sequencing of the 16S rRNA gene

To allow rapid identification of bacteria in pure cultures and blood culture bottles, an assay was developed which is based on real-time amplification and sequencing of bacterial 16 S rRNA genes. In principle, this assay allows identification of bacteria from pure cultures within 6.5 h, and from blood cultures within approximately 7 h.     

Identification of IAA-producing endophytic bacteria from micropropagated Echinacea plants using 16S rRNA sequencing

The presence of latent bacteria is a serious problem in plant tissue cultures. While endophytes are generally beneficial to plants in situ, they may affect culture growth under the modified conditions in vitro. The present study was undertaken to identify and characterize endophytic bacteria associated with the medicinal plant Echinacea in tissue culture. Based on classical microbiological tests and 16S rRNA analyses, it was found that endophytic bacteria associated with aseptically micropropagated Echinacea plantlets are representatives of several genera, Acinetobacter, Bacillus, Pseudomonas, Wautersia (Ralstonia) and Stenotrophomonas. Based on TLC and HPLC analyses, we found that Pseudomonas stutzeri P3 strain produces plant hormone, auxin (indole-3-acetic acid, IAA). Antibiotic resistance was also assessed as a virulence factor. The majority of endophytic bacteria were resistant to the antibiotic kanamycin, but susceptible to chloramphenicol. Recommendations for propagating Echinacea in vitro cultures involve the addition of chloramphenicol, tetracycline, and ampicillin, antibiotics that cause no side effects on these plant species.     

16S rRNA基因高通量测序法分析黄河太岁细菌的多样性

【背景】太岁在我国的记载由来已久,《神农本草经》记载其具有扶正固本、轻身不老的功效。但是,太岁作为一种生物体,它的组成分类尚不明确,因而其药用价值得不到有效的科学验证。因此,利用各种生物技术和手段来客观地分析太岁的成分,为利用和开发太岁提供科学依据。【目的】检测太岁(编号D15112285)中所含细菌的种类,探究太岁中可能存在的原核微生物的种类及其之间的关系。【方法】采用Illumina MiSeq 2×250系统对黄河太岁的细菌16S rRNA基因(V4区)进行研究,利用FLASH等软件对数据进行分析。【结果】共获得OTU(Operational taxonomical unit)626条,涉及19门49纲80目107科112属。在属的水平上前十的优势菌群有Bacteroides、Coprococcus、Escherichia、Ruminococcus、Lactobacillus、[Ruminococcus]、Oscillospira、Faecalibacterium、Shewanella和Halomonas。【结论】黄河太岁中存在多种不同种类的细菌。     

Isolation of endophytic bacteria from arboreal species of the Amazon and identification by sequencing of the 16S rRNA encoding gene

Endophytic bacteria from three arboreal species native to the Amazon (Carapa guianenses, Ceiba pentandra, and Swietenia macrophylla), were isolated and identified, through partial sequencing of the 16S rRNA encoding gene. From these, 16 isolates were obtained, although, when compared to sequences deposited in GenBank, only seven had produced identifiable fragments. Bacillus, Pantoea and two non-culturable samples were identified. Results obtained through sequence analysis revealed low genetic diversity across the isolates, even when analyzing different species and plant structures. This is the first report concerning the isolation and identification of endophytic bacteria in these plant species.     

Phylogenetic analysis of the family Rhizobiaceae and related bacteria by sequencing of 16S rRNA gene using PCR and DNA sequencer

Abstract The 16S rRNA gene sequences of 19 strains covering 97% of the molecules were determined for the members of the family Rhizobiaceae and related bacteria by PCR and DNA sequencer. The three biovars of Agrobacterium were located separately, whereas Agrobacterium rubi clustered with A. tumefaciens . Phylogenetic locations for the species of the genera Rhizobium, Sinorhizobium, Agrobacterium, Phylobacterium, Mycoplana (M. dimorpha), Ochrobactrum, Brucella and Rochalimaea (a rickettsia) were intermingled with each other with the similarity values higher than 92%. The family Rhizobiaceae should be redefined including the above-mentioned genera despite the ability for plant association and nitrogen fixation. Bradyrhizobium japonicum and Mycoplana bullata were far remote from the other species and should be excluded from this family.     

Culture-dependent bacteria in commercial fishes: Qualitative assessment and molecular identification using 16S rRNA gene sequencing

Fish contamination has been extensively investigated along the Saudi coasts, but studies pertaining to bacterial pathogens are scarce. We conducted qualitative assessment and molecular identification of culture-dependent bacteria in 13 fish species from three coastal sites and a local fish market in Jeddah, Saudi Arabia. Bacterial counts of gills, skin, gut and muscle were examined on agar plates of Macconkey’s (Mac), Eosin Methylene Blue (EMB) and Thiosulfate Citrate Bile Salts (TCBS) culture media. Bacterial counts significantly differed between species, sources and feeding habits of examined fishes. Mugil cephalus exhibited higher counts on TCBS (all body parts), Mac (gills, muscle and gut) and EMB (gills and muscle). Fishes from Area I had higher bacterial loads, coinciding with those in seawater and sediment from the same site, indicating direct association between habitat conditions and the levels of bacterial contamination. By feeding habit, detritivorous fish harbored higher counts than herbivorous and carnivorous species. Bacterial counts of skin were higher in fish from market than field sites, and positively correlated with other body parts indicating the relation of surface bacterial load on the overall quality of fish. Rahnella aquatilis (Enterobacteriaceae) and Photobacterium damselae (Vibrionaceae) were among the dominant species from fish muscle based on 16S rRNA sequencing. These species are known human pathogens capable of causing foodborne illness with severe antibiotic resistance. Opportunistic pathogens, e.g. Hafnia sp. (Enterobacteriaceae) and Pseudomonas stutzeri (Pseudomonadaceae) also occurred in fish muscle. The inclusion of bacterial contamination in future monitoring efforts is thus crucial.     

PCR反应条件对16S rRNA基因扩增子测序准确性的影响

【背景】16S rRNA基因扩增子测序技术是一种不依赖培养而获得样本中细菌种群结构、相对丰度等信息的方法。高通量测序技术实验步骤较多,每一步骤细微的差别都可能在最终的测序结果中放大,并造成测序结果与实际情况的偏差。【目的】基于MiSeq测序平台,探讨PCR反应体系中扩增引物序列、退火温度、模板起始量、扩增循环数和变性时间等5个因素对16S rRNA基因测序结果的影响。【方法】对mock DNA的16S rRNA基因扩增子进行测序,分别分析不同的扩增引物、退火温度、模板起始量、循环数和变性时间对数据准确性的影响。【结果】不同的扩增引物对检测结果有较大的影响,采用的4组引物中,引物B (V3–V4,341F/806R)的准确性最好,引物A(V3–V4,341F/805R)次之。比较不同退火温度(52、55和60℃)对检测准确性的影响,退火温度60℃的结果最接近理论值。模板起始量(2、10和50 ng)的检测结果显示,mock DNA起始量为2ng的结果准确性最高。相较于其他3组(15+18、25+8和30+8),循环数为(20+8)的检测结果最接近mock DNA的理论值。不同变性时间(3...     

Identification of bacteria associated with underground parts of Crocus sativus by 16S rRNA gene targeted metagenomic approach

Saffron (Crocus sativus L), an autumn-flowering perennial sterile plant, reproduces vegetatively by underground corms. Saffron has biannual corm–root cycle that makes it an interesting candidate to study microbial dynamics in its rhizosphere and cormosphere (area under influence of corm). Culture independent 16S rRNA gene metagenomic study of rhizosphere and cormosphere of Saffron during flowering stage revealed presence of 22 genera but none of the genus was common in all the three samples. Bulk soil bacterial community was represented by 13 genera with Acidobacteria being dominant. In rhizosphere, out of eight different genera identified, Pseudomonas was the most dominant genus. Cormosphere bacteria comprised of six different genera, dominated by the genus Pantoea. This study revealed that the bacterial composition of all the three samples is significantly different (P < 0.05) from each other. This is the first report on the identification of bacteria associated with rhizosphere, cormosphere and bulk soil of Saffron, using cultivation independent 16S rRNA gene targeted metagenomic approach.     

Analysis of a marine picoplankton community by 16S rRNA gene cloning and sequencing.

The phylogenetic diversity of an oligotrophic marine picoplankton community was examined by analyzing the sequences of cloned ribosomal genes. This strategy does not rely on cultivation of the resident microorganisms. Bulk genomic DNA was isolated from picoplankton collected in the north central Pacific Ocean by tangential flow filtration. The mixed-population DNA was fragmented, size fractionated, and cloned into bacteriophage lambda. Thirty-eight clones containing 16S rRNA genes were identified in a screen of 3.2 x 10(4) recombinant phage, and portions of the rRNA gene were amplified by polymerase chain reaction and sequenced. The resulting sequences were used to establish the identities of the picoplankton by comparison with an established data base of rRNA sequences. Fifteen unique eubacterial sequences were obtained, including four from cyanobacteria and eleven from proteobacteria. A single eucaryote related to dinoflagellates was identified; no archaebacterial sequences were detected. The cyanobacterial sequences are all closely related to sequences from cultivated marine Synechococcus strains and with cyanobacterial sequences obtained from the Atlantic Ocean (Sargasso Sea). Several sequences were related to common marine isolates of the gamma subdivision of proteobacteria. In addition to sequences closely related to those of described bacteria, sequences were obtained from two phylogenetic groups of organisms that are not closely related to any known rRNA sequences from cultivated organisms. Both of these novel phylogenetic clusters are proteobacteria, one group within the alpha subdivision and the other distinct from known proteobacterial subdivisions. The rRNA sequences of the alpha-related group are nearly identical to those of some Sargasso Sea picoplankton, suggesting a global distribution of these organisms.     

Burden of emerging anaerobes in the MALDI-TOF and 16S rRNA gene sequencing era

The isolation of anaerobes from patients has declined in recent years, whereas their detection by molecular techniques has increased. In the present work, we analyzed the application of matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS) and 16S rRNA gene sequencing to routine identification of anaerobes in clinical microbiology laboratory. We identified 544 isolates of 79 species by routine culture from deep samples in our hospital. MALDI-TOF MS allowed identification of 332 isolates (61%). The remaining 212 (39%) were identified by 16S rRNA gene sequencing, allowing identification of 202 at the species level. The most common anaerobes were Propionibacterium spp. (12%), Finegoldia magna (4%), Fusobacterium spp. (6%) and Bacteroides spp. (6%). However, among the 79 identified species, seven were new species or genera, including two Prevotella conceptionensis, a species previously detected by our team by amplification and sequencing, five Anaerococcus sp. and one Prevotella sp. Beyond the identification of these new species, we also identified several uncommon or previously not described associations between species and specific pathologic conditions. MALDI-TOF MS-based identification, which will become more effective with future spectra database improvement, will be likely responsible of a burden of emerging anaerobes in clinical microbiology.     

Profiling of the bacteria responsible for pyogenic liver abscess by 16S rRNA gene pyrosequencing

Pyogenic liver abscess (PLA) is a severe disease with considerable mortality and is often polymicrobial. Understanding the pathogens that cause PLA is the basis for PLA treatment. Here, we profiled the bacterial composition in PLA fluid by pyrosequencing the 16S ribosomal RNA (rRNA) gene based on next-generation sequencing (NGS) technology to identify etiological agents of PLA and to provide information of their 16S rRNA sequences for application to DNA-based techniques in the hospital. Twenty patients with PLA who underwent percutaneous catheter drainage, abscess culture, and blood culture for isolates were included. Genomic DNAs from abscess fluids were subjected to polymerase chain reaction and pyrosequencing of the 16S rRNA gene with a 454 GS Junior System. The abscess and blood cultures were positive in nine (45%) and four (20%) patients, respectively. Pyrosequencing of 16S rRNA gene showed that 90% of the PLA fluid samples contained single or multiple genera of known bacteria such as Klebsiella, Fusobacterium, Streptococcus, Bacteroides, Prevotella, Peptostreptococcus, unassigned Enterobacteriaceae, and Dialister. Klebsiella was predominantly found in the PLA fluid samples. All samples that carried unassigned bacteria had 26.8% reads on average. We demonstrated that the occurrence of PLA was associated with eight known bacterial genera as well as unassigned bacteria and that 16S rRNA gene sequencing was more useful than conventional culture methods for accurate identification of bacterial pathogens from PLA.     

Identification of waterborne bacteria by the analysis of 16S-23S rRNA intergenic spacer region

AIM: In this study, we evaluated, the use of universal primers, specific for the 16S-23S rRNA intergenic region, to detect and identify nine species that are of high interest for the microbiological control of water. METHODS AND RESULTS: The analysis of the fragments was carried out using a High Resolution acrylamide/bisacrylamide gels in a fluorescent automated DNA sequencer. The results showed specific profiles for each of the nine species but this technique failed to detect simultaneously micro-organisms in samples containing a mixed population. CONCLUSION: Nevertheless, the electrophoretic profiles obtained provided a very useful tool for the rapid and specific identification of water isolates. SIGNIFICANCE AND IMPACT OF THE STUDY: A possible new methodology for a rapid identification of pathogens in water.     

Phylogeny of spore-forming lactic acid bacteria based on 16S rRNA gene sequences

Abstract The phylogeny of spore-forming lactic acid bacteria was investigated on the basis of 16S rRNA gene sequences. Sixteen strains were separated into three lines of descent; one consisted of 14 strains assigned to Sporolactobacillus spp. and Bacillus spp., and the other two each consisted of " Sporolactobacillus dextrus " and Bacillus coagulans . Strains of all the first lineage but one composed a cluster of similarity values of 97.2% and higher, and were represented by the type of S. inulinus . The cluster was further separated into five subclusters, four catalase negative and one positive. The definition of the genus Sporolactobacillus should be amended to accomodate catalase positive strains. Spore-forming lactic acid bacteria originated at different phylogenetic positions, and would have evolved convergently in the area of Bacillus .     

空气环境中几种细菌检测与16S rRNA测序鉴定

采集空气环境微生物,根据菌落和革兰氏染色特征,分离5株细菌。提取分离株DNA,采用设计的16SrRNA引物扩增DNA片段;纯化PCR产物,进行测序反应并再纯化,上机读序。拼接与校对DNA序列,在NCBI网站进行Blast,鉴定细菌型别。5株菌株分别是表皮葡萄球菌、头状葡萄球菌、施氏假单胞菌、溶血葡萄球菌和大肠杆菌;其中溶血葡萄球菌是致病菌,其他4株是条件致病菌。这提示,应警惕空气环境中致病菌的感染。     

16S rRNA基因高通量测序方法检测奶牛场常用干草表面微生物群落结构及多样性

【目的】随着中国奶牛业的发展,干草需求量与日俱增。作为天然牧草,干草可以成为家畜传播病原体的载体。以干草表面附着物为研究对象,了解干草中细菌群落结构以及致病菌属特征。【方法】对来自6个不同奶牛场饲草舍的干草样本,应用Illumina Mi Seq高通量测序技术测定干草表面附着物细菌的16S r RNA基因V3-V4变异区序列,分析不同干草样本细菌群落组成。【结果】干草样本中的细菌在97%的相似水平下共得到OTU个数为15 416,涵盖了29门87纲144目219科323属的细菌。微生物多样性分析表明,干草样本具有很高的细菌多样性,不同样本多样性存在差异。对干草样本菌群中丰度较高的14种病原菌属进行分析,发现相较于人工种植牧草制备的干草,天然牧草制备的干草中病原菌属丰度较高。【结论】研究解析了干草样本中微生物的多样性、丰度及主要病原菌属的特征,对奶牛场疾病防控有一定指导意义。     

Identification and Phylogenetic analysis of thermophilic sulfate-reducing bacteria in oil field samples by 16S rDNA gene cloning and sequencing

Thermophilic sulfate-reducing bacteria (SRB) have been recognized as an important source of hydrogen sulfide (H2S) in hydrocarbon reservoirs and in production systems. Four thermophilic SRB enrichment cultures from three different oil field samples (sandstone core, drilling mud, and production water) were investigated using 16S rDNA sequence comparative analysis. In total, 15 different clones were identified. We found spore-forming, low G+C content, thermophilic, sulfate-reducing Desulfotomaculum-related sequences present in all oil field samples, and additionally a clone originating from sandstone core which was assigned to the mesophilic Desulfomicrobium group. Furthermore, three clones related to Gram-positive, non-sulfate-reducing Thermoanaerobacter species and four clones close to Clostridium thermocopriae were found in enrichment cultures from sandstone core and from production water, respectively. In addition, the deeply rooted lineage of two of the clones suggested previously undescribed, Gram-positive, low G+C content, thermophilic, obligately anaerobic bacteria present in production water. Such thermophilic, non-sulfate-reducing microorganisms may play an important ecological role alongside SRB in oil field environments.