SlideShare a Scribd company logo
1 of 20
Download to read offline
quality checked and aligned ribosomal RNA sequence data 
Călin G. FLOARE 
 http://www.arb-silva.de/ 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
Outline 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
 Why rRNA sequence data 
 16S rRNA 
 Silva database 
 mothur use Silva 
 Human Microbiome Project (HMP) 
1/19
Why rRNA sequence data 
 Sequencing ribosomal RNA (rRNA) genes is currently the 
method of choice for 
 phylogenetic reconstruction, 
 nucleic acid based detection and 
 quantification of microbial diversity. 
Ribosomal Database Project (RDP-II) 
rrRRNNAA ssppeecciiffiicc ddaattaabbaasseess 
rRNA specific databases 
hhttttpp::////wwwwww..aarrbb--ssiillvvaa..ddee// 
hhttttpp::////rrddpp..ccmmee..mmssuu..eedduu 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
SILVA quality checked and aligned 
ribosomal RNA sequence data 
2/19
16S rRNA 
 16S ribosomal RNA (or 16S rRNA) is a component of the 30S small 
subunit of prokaryotic 70S ribosomes. 
 16S rRNA gene sequencing is considered by current taxonomists to be 
the gold standard in bacterial identification and classification. 
 16S rRNA gene contains conserved regions useful for the design of 
universal PCR primers that can amplify various fragments of the 16S 
rRNA gene from all pathogenic and nonpathogenic bacteria. These 
fragments include hypervariable regions containing species-specific 
signature sequences useful for bacterial identification to species level. 
 In some instances, alternate genes such as hsp65, rpoB or recA are 
sequenced when 16S is not adequate for species level identification. 
hhttttpp::////ddeeppttss..wwaasshhiinnggttoonn..eedduu//mmoollmmiiccddxx//mmddxx//tteessttss//bbccttsseeqq..sshhttmmll 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
3/19
16S rRNA 
hhttttpp::////rrnnaa..uuccsscc..eedduu//rrnnaacceenntteerr//rriibboossoommee__iimmaaggeess..hhttmmll 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
4/19
Silva 
 Silva (from Latin silva, forest), was implemented to provide a central 
comprehensive up to date web resource of aligned small (16S/18S, 
SSU) and large (23S/28S, LSU) subunit ribosomal RNA (rRNA) 
sequences from the Bacteria, Archaea and Eukarya domains. 
 Release 119 contain full length sequences and taxonomy references 
for 137879 bacteria, 3155 arches, and 12273 eukarya (~7.2Gb). 
 All sequences are 
 checked for anomalies, 
 carry a rich set of sequence 
associated contextual 
information, 
 have multiple taxonomic 
classifications, and 
 contain the latest validly 
described nomenclature. 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
5/19
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 10/19
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 11/19
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
BioInformatics, 27 November 2014, Cluj-Napoca, Romania
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 14/19
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 15/19
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
Mothur use Silva 
 mothur is currently the most 
cited bioinformatics tool for 
analyzing 16S rRNA gene 
sequences 
 can be used to process data 
generated by Sanger, PacBio, 
IonTorrent, 454, and Illumina 
(MiSeq/HiSeq) 
hhttttpp::////wwwwww..mmootthhuurr..oorrgg 
16/19 
 Mothur is an open-source, platform-independent, community-supported software 
for describing and comparing microbial communities. 
 An analysis of 8 marine samples of more than 222,000 16S rRNA gene sequences 
was completed in less than 2 hours with a laptop computer. 
doi: 10.1128/AEM.01541-09
Human Microbiome Project (HMP) 
 The microbiome are the bacteria living on and within us. Like the rainforest, 
the healthy human microbiome is a balanced ecosystem. The correct balance 
of microbes keep potential pathogens in check and regulate the immune 
system. Microbes also perform essential functions such as digesting food and 
synthesizing vitamins. 
 The goal of the Human Microbiome Project is to characterize the human 
microbiome and analyze its role in human health and disease. 
OOuurr SSeellff--PPoorrttrraaiitt:: tthhee HHuummaann MMiiccrroobbiioommee 
wwwwww..nnaattuurree..ccoomm//nnaattuurree//jjoouurrnnaall//vv448866//nn77440022// 
hhttttppss::////wwwwww..bbrrooaaddiinnssttiittuuttee..oorrgg//nneewwss//44119999 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
17/19
 “each person’s microbial signature is fairly unique, in much the same way 
that an individual’s genome is unique,” Curtis Huttenhower 
http://www.hsph.harvard.edu/news/press-releases/human-microbiome-project/files/hmptree_121.pdf 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania 
18/19
Thank you for your attention 
BioInformatics, 27 November 2014, Cluj-Napoca, Romania

More Related Content

What's hot

Application of bioinformatics
Application of bioinformaticsApplication of bioinformatics
Application of bioinformaticsKamlesh Patade
 
Presentation on Biological database By Elufer Akram @ University Of Science ...
Presentation on Biological database  By Elufer Akram @ University Of Science ...Presentation on Biological database  By Elufer Akram @ University Of Science ...
Presentation on Biological database By Elufer Akram @ University Of Science ...Elufer Akram
 
Whole genome sequence
Whole genome sequenceWhole genome sequence
Whole genome sequencesababibi
 
Pham yang embl-ebi
Pham yang embl-ebiPham yang embl-ebi
Pham yang embl-ebiNate Wildes
 
Bioinformatics in biotechnology by kk sahu
Bioinformatics in biotechnology by kk sahu Bioinformatics in biotechnology by kk sahu
Bioinformatics in biotechnology by kk sahu KAUSHAL SAHU
 
The European Nucleotide Archive
The European Nucleotide ArchiveThe European Nucleotide Archive
The European Nucleotide ArchiveEBI
 
Genomics seminar
Genomics seminarGenomics seminar
Genomics seminarS Rasouli
 
16S Ribosomal DNA Sequence Analysis
16S Ribosomal DNA Sequence Analysis16S Ribosomal DNA Sequence Analysis
16S Ribosomal DNA Sequence AnalysisAbdulrahman Muhammad
 
Lectut btn-202-ppt-l15. isolation and purification of total cellular rna
Lectut btn-202-ppt-l15. isolation and purification of total cellular rnaLectut btn-202-ppt-l15. isolation and purification of total cellular rna
Lectut btn-202-ppt-l15. isolation and purification of total cellular rnaRishabh Jain
 
Data analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomicsData analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomicsAltuna Akalin
 
Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)
Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)
Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)Alaakhamis0325098
 
4.1 introduction to bioinformatics
4.1 introduction to bioinformatics4.1 introduction to bioinformatics
4.1 introduction to bioinformaticsPrabhakar Pawar
 

What's hot (20)

Application of bioinformatics
Application of bioinformaticsApplication of bioinformatics
Application of bioinformatics
 
Rna seq
Rna seqRna seq
Rna seq
 
Presentation on Biological database By Elufer Akram @ University Of Science ...
Presentation on Biological database  By Elufer Akram @ University Of Science ...Presentation on Biological database  By Elufer Akram @ University Of Science ...
Presentation on Biological database By Elufer Akram @ University Of Science ...
 
Whole genome sequence
Whole genome sequenceWhole genome sequence
Whole genome sequence
 
Pyrosequencing
PyrosequencingPyrosequencing
Pyrosequencing
 
Pham yang embl-ebi
Pham yang embl-ebiPham yang embl-ebi
Pham yang embl-ebi
 
Bioinformatics in biotechnology by kk sahu
Bioinformatics in biotechnology by kk sahu Bioinformatics in biotechnology by kk sahu
Bioinformatics in biotechnology by kk sahu
 
Ngs ppt
Ngs pptNgs ppt
Ngs ppt
 
The European Nucleotide Archive
The European Nucleotide ArchiveThe European Nucleotide Archive
The European Nucleotide Archive
 
Genomics seminar
Genomics seminarGenomics seminar
Genomics seminar
 
Blast
BlastBlast
Blast
 
UPGMA
UPGMAUPGMA
UPGMA
 
16S Ribosomal DNA Sequence Analysis
16S Ribosomal DNA Sequence Analysis16S Ribosomal DNA Sequence Analysis
16S Ribosomal DNA Sequence Analysis
 
Lectut btn-202-ppt-l15. isolation and purification of total cellular rna
Lectut btn-202-ppt-l15. isolation and purification of total cellular rnaLectut btn-202-ppt-l15. isolation and purification of total cellular rna
Lectut btn-202-ppt-l15. isolation and purification of total cellular rna
 
European molecular biology laboratory (EMBL)
European molecular biology laboratory (EMBL)European molecular biology laboratory (EMBL)
European molecular biology laboratory (EMBL)
 
Data analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomicsData analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomics
 
Transcriptomics approaches
Transcriptomics approachesTranscriptomics approaches
Transcriptomics approaches
 
Protein structure prediction with a focus on Rosetta
Protein structure prediction with a focus on RosettaProtein structure prediction with a focus on Rosetta
Protein structure prediction with a focus on Rosetta
 
Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)
Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)
Applications of Gene Editing: CRISPR-Cas9 in Cancer Therapeutics (Oncogenes)
 
4.1 introduction to bioinformatics
4.1 introduction to bioinformatics4.1 introduction to bioinformatics
4.1 introduction to bioinformatics
 

Viewers also liked

[13.09.19] 16S workshop introduction
[13.09.19] 16S workshop introduction[13.09.19] 16S workshop introduction
[13.09.19] 16S workshop introductionMads Albertsen
 
Bacterial Identification by 16s rRNA Sequencing.ppt
Bacterial Identification by 16s rRNA Sequencing.pptBacterial Identification by 16s rRNA Sequencing.ppt
Bacterial Identification by 16s rRNA Sequencing.pptRakesh Kumar
 
Horse gut microbiome
Horse gut microbiomeHorse gut microbiome
Horse gut microbiomeShebl E Salem
 
Introduction to 16S Analysis with NGS - BMR Genomics
Introduction to 16S Analysis with NGS - BMR GenomicsIntroduction to 16S Analysis with NGS - BMR Genomics
Introduction to 16S Analysis with NGS - BMR GenomicsAndrea Telatin
 
Introduction to 16S rRNA gene multivariate analysis
Introduction to 16S rRNA gene multivariate analysisIntroduction to 16S rRNA gene multivariate analysis
Introduction to 16S rRNA gene multivariate analysisJosh Neufeld
 
Amplicon Sequencing Introduction
Amplicon Sequencing IntroductionAmplicon Sequencing Introduction
Amplicon Sequencing IntroductionAaron Marc Saunders
 
Local anesthesia .....mojtaba ghadami
Local anesthesia .....mojtaba ghadamiLocal anesthesia .....mojtaba ghadami
Local anesthesia .....mojtaba ghadamimojtaba ghadami
 
Genetics in orthodontics
Genetics in orthodonticsGenetics in orthodontics
Genetics in orthodonticsAli Waqar Hasan
 
THE FUNDAMENTAL UNIT OF LIFE
THE FUNDAMENTAL UNIT OF LIFETHE FUNDAMENTAL UNIT OF LIFE
THE FUNDAMENTAL UNIT OF LIFEPaulomi Das
 
Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...
Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...
Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...Indian dental academy
 
hypotension and hypertention emergencies in the dental office
hypotension and hypertention emergencies in the dental officehypotension and hypertention emergencies in the dental office
hypotension and hypertention emergencies in the dental officevahid199212
 

Viewers also liked (20)

[13.09.19] 16S workshop introduction
[13.09.19] 16S workshop introduction[13.09.19] 16S workshop introduction
[13.09.19] 16S workshop introduction
 
Bacterial Identification by 16s rRNA Sequencing.ppt
Bacterial Identification by 16s rRNA Sequencing.pptBacterial Identification by 16s rRNA Sequencing.ppt
Bacterial Identification by 16s rRNA Sequencing.ppt
 
16S classifier
16S classifier16S classifier
16S classifier
 
Horse gut microbiome
Horse gut microbiomeHorse gut microbiome
Horse gut microbiome
 
Thesis
ThesisThesis
Thesis
 
16s
16s16s
16s
 
Introduction to 16S Analysis with NGS - BMR Genomics
Introduction to 16S Analysis with NGS - BMR GenomicsIntroduction to 16S Analysis with NGS - BMR Genomics
Introduction to 16S Analysis with NGS - BMR Genomics
 
Introduction to 16S rRNA gene multivariate analysis
Introduction to 16S rRNA gene multivariate analysisIntroduction to 16S rRNA gene multivariate analysis
Introduction to 16S rRNA gene multivariate analysis
 
Amplicon Sequencing Introduction
Amplicon Sequencing IntroductionAmplicon Sequencing Introduction
Amplicon Sequencing Introduction
 
Local anesthesia .....mojtaba ghadami
Local anesthesia .....mojtaba ghadamiLocal anesthesia .....mojtaba ghadami
Local anesthesia .....mojtaba ghadami
 
Genetics in orthodontics
Genetics in orthodonticsGenetics in orthodontics
Genetics in orthodontics
 
Orthognathic surgery
Orthognathic surgeryOrthognathic surgery
Orthognathic surgery
 
treatments of orofacial Clefts
treatments of orofacial Cleftstreatments of orofacial Clefts
treatments of orofacial Clefts
 
THE FUNDAMENTAL UNIT OF LIFE
THE FUNDAMENTAL UNIT OF LIFETHE FUNDAMENTAL UNIT OF LIFE
THE FUNDAMENTAL UNIT OF LIFE
 
Biological databases
Biological databasesBiological databases
Biological databases
 
blast bioinformatics
blast bioinformaticsblast bioinformatics
blast bioinformatics
 
Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...
Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...
Genetics and orthodontics /certified fixed orthodontic courses by Indian dent...
 
BLAST
BLASTBLAST
BLAST
 
Principal Component Analysis
Principal Component AnalysisPrincipal Component Analysis
Principal Component Analysis
 
hypotension and hypertention emergencies in the dental office
hypotension and hypertention emergencies in the dental officehypotension and hypertention emergencies in the dental office
hypotension and hypertention emergencies in the dental office
 

Similar to Silva ribosomal RNA database

An Introduction to Amplicon Sequencing of 16S18SITS Regions.pdf
An Introduction to Amplicon Sequencing of 16S18SITS Regions.pdfAn Introduction to Amplicon Sequencing of 16S18SITS Regions.pdf
An Introduction to Amplicon Sequencing of 16S18SITS Regions.pdfKikoGarcia13
 
Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...
Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...
Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...Thermo Fisher Scientific
 
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...WALEBUBLÉ
 
BiPday 2014 -- Tulipano Angelica
BiPday 2014 -- Tulipano AngelicaBiPday 2014 -- Tulipano Angelica
BiPday 2014 -- Tulipano Angelicaeventi-ITBbari
 
Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...
Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...
Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...eventi-ITBbari
 
Data Analysis of 16S 18S ITS Amplicon Sequencing Results
Data Analysis of 16S 18S ITS Amplicon Sequencing ResultsData Analysis of 16S 18S ITS Amplicon Sequencing Results
Data Analysis of 16S 18S ITS Amplicon Sequencing ResultsKikoGarcia13
 
Data Analysis of 16S 18S ITS Amplicon Sequencing Results.pdf
Data Analysis of 16S 18S ITS Amplicon Sequencing Results.pdfData Analysis of 16S 18S ITS Amplicon Sequencing Results.pdf
Data Analysis of 16S 18S ITS Amplicon Sequencing Results.pdfKikoGarcia13
 
Metagenomics as a tool for biodiversity and health
Metagenomics as a tool for biodiversity and healthMetagenomics as a tool for biodiversity and health
Metagenomics as a tool for biodiversity and healthAlberto Dávila
 
Evolutionary analysis across mammals reveals distinct classes of long non-cod...
Evolutionary analysis across mammals reveals distinct classes of long non-cod...Evolutionary analysis across mammals reveals distinct classes of long non-cod...
Evolutionary analysis across mammals reveals distinct classes of long non-cod...Jacob Hanna - Weizmann Institute of Science
 
Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...
Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...
Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...Jonathan Eisen
 
A Study on Genome Editing Tools
A Study on Genome Editing ToolsA Study on Genome Editing Tools
A Study on Genome Editing ToolsSuneet Meena
 

Similar to Silva ribosomal RNA database (20)

An Introduction to Amplicon Sequencing of 16S18SITS Regions.pdf
An Introduction to Amplicon Sequencing of 16S18SITS Regions.pdfAn Introduction to Amplicon Sequencing of 16S18SITS Regions.pdf
An Introduction to Amplicon Sequencing of 16S18SITS Regions.pdf
 
0032-Ijabpt-Imed pub
0032-Ijabpt-Imed pub0032-Ijabpt-Imed pub
0032-Ijabpt-Imed pub
 
Metagenomics
MetagenomicsMetagenomics
Metagenomics
 
1-s2.0-S0167488913002401-main
1-s2.0-S0167488913002401-main1-s2.0-S0167488913002401-main
1-s2.0-S0167488913002401-main
 
RIBOTYPING
RIBOTYPING RIBOTYPING
RIBOTYPING
 
Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...
Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...
Rapid 16S Next Generation Sequencing for Bacterial Identification in Polymicr...
 
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
2019 - Profiling of filamentous bacteria in activated sludge by 16s RNA ampli...
 
BiPday 2014 -- Tulipano Angelica
BiPday 2014 -- Tulipano AngelicaBiPday 2014 -- Tulipano Angelica
BiPday 2014 -- Tulipano Angelica
 
URC Mothur poster
URC Mothur posterURC Mothur poster
URC Mothur poster
 
Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...
Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...
Ernesto Picardi – Bioinformatica e genomica comparata: nuove strategie sperim...
 
Biological database
Biological databaseBiological database
Biological database
 
Data Analysis of 16S 18S ITS Amplicon Sequencing Results
Data Analysis of 16S 18S ITS Amplicon Sequencing ResultsData Analysis of 16S 18S ITS Amplicon Sequencing Results
Data Analysis of 16S 18S ITS Amplicon Sequencing Results
 
Data Analysis of 16S 18S ITS Amplicon Sequencing Results.pdf
Data Analysis of 16S 18S ITS Amplicon Sequencing Results.pdfData Analysis of 16S 18S ITS Amplicon Sequencing Results.pdf
Data Analysis of 16S 18S ITS Amplicon Sequencing Results.pdf
 
Metagenomics as a tool for biodiversity and health
Metagenomics as a tool for biodiversity and healthMetagenomics as a tool for biodiversity and health
Metagenomics as a tool for biodiversity and health
 
Introduction to 16S Microbiome Analysis
Introduction to 16S Microbiome AnalysisIntroduction to 16S Microbiome Analysis
Introduction to 16S Microbiome Analysis
 
Non coding RNA,s
Non coding RNA,sNon coding RNA,s
Non coding RNA,s
 
Evolutionary analysis across mammals reveals distinct classes of long non-cod...
Evolutionary analysis across mammals reveals distinct classes of long non-cod...Evolutionary analysis across mammals reveals distinct classes of long non-cod...
Evolutionary analysis across mammals reveals distinct classes of long non-cod...
 
Bioinformatics.pptx
Bioinformatics.pptxBioinformatics.pptx
Bioinformatics.pptx
 
Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...
Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...
Phylogeny-driven approaches to microbial & microbiome studies: talk by Jonath...
 
A Study on Genome Editing Tools
A Study on Genome Editing ToolsA Study on Genome Editing Tools
A Study on Genome Editing Tools
 

Recently uploaded

Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRStunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRDelhi Call girls
 
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSpermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSarthak Sekhar Mondal
 
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |aasikanpl
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bSérgio Sacani
 
Luciferase in rDNA technology (biotechnology).pptx
Luciferase in rDNA technology (biotechnology).pptxLuciferase in rDNA technology (biotechnology).pptx
Luciferase in rDNA technology (biotechnology).pptxAleenaTreesaSaji
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCEPRINCE C P
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...RohitNehra6
 
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Lokesh Kothari
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )aarthirajkumar25
 
Analytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdfAnalytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdfSwapnil Therkar
 
NAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdf
NAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdfNAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdf
NAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdfWadeK3
 
A relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfA relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfnehabiju2046
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfmuntazimhurra
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...jana861314
 
Disentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTDisentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTSérgio Sacani
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsAArockiyaNisha
 
Boyles law module in the grade 10 science
Boyles law module in the grade 10 scienceBoyles law module in the grade 10 science
Boyles law module in the grade 10 sciencefloriejanemacaya1
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxkessiyaTpeter
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhousejana861314
 

Recently uploaded (20)

Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRStunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
 
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSpermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
 
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
 
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
 
Luciferase in rDNA technology (biotechnology).pptx
Luciferase in rDNA technology (biotechnology).pptxLuciferase in rDNA technology (biotechnology).pptx
Luciferase in rDNA technology (biotechnology).pptx
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...
 
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
Labelling Requirements and Label Claims for Dietary Supplements and Recommend...
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )
 
9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service
9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service
9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service
 
Analytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdfAnalytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdf
 
NAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdf
NAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdfNAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdf
NAVSEA PEO USC - Unmanned & Small Combatants 26Oct23.pdf
 
A relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfA relative description on Sonoporation.pdf
A relative description on Sonoporation.pdf
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdf
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
 
Disentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTDisentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOST
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based Nanomaterials
 
Boyles law module in the grade 10 science
Boyles law module in the grade 10 scienceBoyles law module in the grade 10 science
Boyles law module in the grade 10 science
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhouse
 

Silva ribosomal RNA database

  • 1. quality checked and aligned ribosomal RNA sequence data Călin G. FLOARE  http://www.arb-silva.de/ BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 2. Outline BioInformatics, 27 November 2014, Cluj-Napoca, Romania  Why rRNA sequence data  16S rRNA  Silva database  mothur use Silva  Human Microbiome Project (HMP) 1/19
  • 3. Why rRNA sequence data  Sequencing ribosomal RNA (rRNA) genes is currently the method of choice for  phylogenetic reconstruction,  nucleic acid based detection and  quantification of microbial diversity. Ribosomal Database Project (RDP-II) rrRRNNAA ssppeecciiffiicc ddaattaabbaasseess rRNA specific databases hhttttpp::////wwwwww..aarrbb--ssiillvvaa..ddee// hhttttpp::////rrddpp..ccmmee..mmssuu..eedduu BioInformatics, 27 November 2014, Cluj-Napoca, Romania SILVA quality checked and aligned ribosomal RNA sequence data 2/19
  • 4. 16S rRNA  16S ribosomal RNA (or 16S rRNA) is a component of the 30S small subunit of prokaryotic 70S ribosomes.  16S rRNA gene sequencing is considered by current taxonomists to be the gold standard in bacterial identification and classification.  16S rRNA gene contains conserved regions useful for the design of universal PCR primers that can amplify various fragments of the 16S rRNA gene from all pathogenic and nonpathogenic bacteria. These fragments include hypervariable regions containing species-specific signature sequences useful for bacterial identification to species level.  In some instances, alternate genes such as hsp65, rpoB or recA are sequenced when 16S is not adequate for species level identification. hhttttpp::////ddeeppttss..wwaasshhiinnggttoonn..eedduu//mmoollmmiiccddxx//mmddxx//tteessttss//bbccttsseeqq..sshhttmmll BioInformatics, 27 November 2014, Cluj-Napoca, Romania 3/19
  • 6. Silva  Silva (from Latin silva, forest), was implemented to provide a central comprehensive up to date web resource of aligned small (16S/18S, SSU) and large (23S/28S, LSU) subunit ribosomal RNA (rRNA) sequences from the Bacteria, Archaea and Eukarya domains.  Release 119 contain full length sequences and taxonomy references for 137879 bacteria, 3155 arches, and 12273 eukarya (~7.2Gb).  All sequences are  checked for anomalies,  carry a rich set of sequence associated contextual information,  have multiple taxonomic classifications, and  contain the latest validly described nomenclature. BioInformatics, 27 November 2014, Cluj-Napoca, Romania 5/19
  • 7. BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 8. BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 9. BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 10. BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 11. BioInformatics, 27 November 2014, Cluj-Napoca, Romania 10/19
  • 12. BioInformatics, 27 November 2014, Cluj-Napoca, Romania 11/19
  • 13. BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 14. BioInformatics, 27 November 2014, Cluj-Napoca, Romania
  • 15. BioInformatics, 27 November 2014, Cluj-Napoca, Romania 14/19
  • 16. BioInformatics, 27 November 2014, Cluj-Napoca, Romania 15/19
  • 17. BioInformatics, 27 November 2014, Cluj-Napoca, Romania Mothur use Silva  mothur is currently the most cited bioinformatics tool for analyzing 16S rRNA gene sequences  can be used to process data generated by Sanger, PacBio, IonTorrent, 454, and Illumina (MiSeq/HiSeq) hhttttpp::////wwwwww..mmootthhuurr..oorrgg 16/19  Mothur is an open-source, platform-independent, community-supported software for describing and comparing microbial communities.  An analysis of 8 marine samples of more than 222,000 16S rRNA gene sequences was completed in less than 2 hours with a laptop computer. doi: 10.1128/AEM.01541-09
  • 18. Human Microbiome Project (HMP)  The microbiome are the bacteria living on and within us. Like the rainforest, the healthy human microbiome is a balanced ecosystem. The correct balance of microbes keep potential pathogens in check and regulate the immune system. Microbes also perform essential functions such as digesting food and synthesizing vitamins.  The goal of the Human Microbiome Project is to characterize the human microbiome and analyze its role in human health and disease. OOuurr SSeellff--PPoorrttrraaiitt:: tthhee HHuummaann MMiiccrroobbiioommee wwwwww..nnaattuurree..ccoomm//nnaattuurree//jjoouurrnnaall//vv448866//nn77440022// hhttttppss::////wwwwww..bbrrooaaddiinnssttiittuuttee..oorrgg//nneewwss//44119999 BioInformatics, 27 November 2014, Cluj-Napoca, Romania 17/19
  • 19.  “each person’s microbial signature is fairly unique, in much the same way that an individual’s genome is unique,” Curtis Huttenhower http://www.hsph.harvard.edu/news/press-releases/human-microbiome-project/files/hmptree_121.pdf BioInformatics, 27 November 2014, Cluj-Napoca, Romania 18/19
  • 20. Thank you for your attention BioInformatics, 27 November 2014, Cluj-Napoca, Romania