SlideShare ist ein Scribd-Unternehmen logo
1 von 1
Downloaden Sie, um offline zu lesen
Colin Davidson1, Mindy Landes2, Rongsu Qi1, Chaitali Parikh1, David Mandelman2, Haythem Latif2, Adam Harris2 , Nur Hasan3, Poorani Subramanian3, and Srinka Ghosh1 1Thermo Fisher
Scientific, 200 Oyster Point Blvd, South San Francisco, CA 94080; 2Thermo Fisher Scientific, 5781 Van Allen Way, Carlsbad, CA 92008; 3CosmosID, 155 Gibbs St #436, Rockville, MD 20850
Figure 3
Transposon-based library preparation. Each transposon complex consists of a tetramer of MuA
transposase and two double-stranded transposon end oligonucleotides. The complexes insert
the transposon ends into target gDNA, resulting in fragmentation and simultaneous tagging with
the transposon sequence. Those sequences are used as priming sites for introduction of
sequencing adapters during amplification by PCR.
Figure 4
Observed read length distribution at 200 flows is similarto
standard 500 flows and with the expected amplicon insert
length distribution The majority of the amplicons for the
targeted sequencing libraries have a mean insert length of
95 bp; it was estimated that the minimum number of flows
needed was 200. Analysis of Ion S5 XL runs (with 500
flows) at 300, 250, 200 and 180 flows demonstrated that at
200 flows, the read length distribution is still comparable to
500 flows. Whereas at 180 flows, read length distribution is
starting to be compromised.
Decreasing overall sequencing workflow times on the Ion S5™ XL sequencing system. Improvements in library preparation, template preparation (clonal amplificationof library molecules onto capture beads) and optimizing sequencing reagent flows on the S5 system provide a dramatic decrease in overall sequencing workflow
time. For Ion AmpliSeq™-based libraries such as the pan-bacterial ID panel sequencing and data analysis can be completed in about 6.5 hrs. For whole genome sequencing libraries produced from bacterial isolates, the sequencing workflow (from library preparation to data) can be completed in approximately 11 hrs.
Figure 1
Figure 5
Figure 6 Figure 7
Figure 8
INTRODUCTION
At this time next generation sequencing (NGS) is hindered by slow and often
manual workflow procedures. Decreasing overall workflow times is critical for the
widespread adoption of targeted and whole genome sequencing (WGS) for many
time-sensitive applications, in particular for infectious disease analysis. To this
end, we describe improvements to the four main steps of the NGS workflow: i)
library preparation; ii) template preparation, iii) sequencing; iv) and data analysis.
Together, these advances dramatically decrease the overall turnaround times.
Ion Torrent semiconductor-based sequencing instruments utilities flow
sequencing with speed largely dependent on and the number of nucleotide flows
(one flow produces ~0.5 base) and the speed of the flows (Figure 2).
CONCLUSIONS
For the targeted assays described, the total turnaround time could be completed in a
standard workday
ACKNOWLEDGEMENTS
Bacterial ID AmpliSeq™ assay: Kunal Banjara, Jamsheed Ghadiri, Andrew
Hutchison, Peter Vander Horn, Karen Clyde, Nisha Mulakken, Rajesh Gottimukkala,
Diana Jeon, and Simon Cawley. Torrent Suite Software: Dominique Belhachemi,
Christian Koller, and Mohit Gupta
TRADEMARKS/LICENSING
© 2016 Thermo Fisher Scientific, Inc. All rights reserved. All trademarks are the
property of Thermo Fisher Scientific and its subsidiaries unless otherwise specified.
TT01: Speeding up sequencing: Sequencing in an hour enables sample to answer in a workday
Thermo Fisher Scientific • 5791 Van Allen Way • Carlsbad, CA 92008 • www.lifetechnologies.com
A sequencing run on the Ion S5™ XL System is started by inserting an Ion S5 chip preloaded with
templated beads containing clonal amplified library molecules. Nucleotides are flowed across the
chip with the addition of bases by the DNA polymerase resulting in the production of hydrogen
ions, changing the pH which is converted to a sequencing signal through ion-sensitive wells that
hold the templated beads. Read lengths of up to 400 bp can be produced with three available
semiconductorchips that produce up to 5, 20, or 80 million reads per chip
Figure 2
Whole Genome and Targeted Sequencing: Sample-to-data in ~6.5 to 11 hr
Bacterial Nucleic acid Manual Isothermal
Amplification (2 hr)
Sample Template Preparation Rapid Ion S5 XL Sequencing CosmosID
200 flows (55 min)
300 flows (80 min)
N/A
~ 1 hr
Targeted AmpliSeq panel (3.5 hr)
WGS with MuSeek (1.5 hr)
Library Preparation
1.5 - 3.5 hr 2 - 7 hr 1 hr55 - 80 min
Total time
~ 6.5 hr
~ 11.0 hr
MATERIALS AND METHODS
The new rapid workflow innovations were applied to two different library
preparation protocols: i) targeted libraries created using a highly-multiplexed PCR
approach consisting of 1200 amplicons targeting the 16S rRNA gene as well as
species-specific identification targets and antimicrobial resistance determinants;
and ii) an unbiased WGS approach using a MuA transposon-based library
preparation method. (Figure 3).
WGS libraries: Purified Escherichia coli (balanced G:C content),
Rhodopseudomonas palustris (high G:C content), and Staphylococcus aureus
(low G:C content) gDNA was used as input into the MuSeek™ library preparation
protocol (Figure 3).
Targeted libraries: Total nucleic acids from six bacterial cultures (Acinetobacter
baumannii, Enterobacter cloacae, Enterococcus faecium, Klebsiella pneumoniae,
Pseudomonas aeruginosa, Staphylococcus aureus) were extracted as input for
into the Ion AmpliSeq™ Library Kit 2.0, except thermocycling were optimized by
reducing anneal/extend time from 4min to 1min.
Template preparation: Targeted libraries were clonally amplified using an
isothermal amplification approach using the Ion PGM™ Template IA 500 Kit.
Template preparation for WGS libraries was performed using an automated and
rapid an isothermal amplification approach on the Ion Chef™ System
Sequencing: Sequencing was performed on the Ion S5™ XL Sequencer using
an Ion 520™ Chip. Sequencing times were improved by reducing flow times and
the total number of flows. The implementation of On-Instrument Analysis (OIA)
enabled near real-time base calling reducing the total primary analysis time.
Bioinformatic Analysis: Unassembled WGS data were analyzed by CosmosID
MetaGenID Bioinformatics package using curated GenBook databases of
Bacteria, Virus, Fungi, Parasite, Antibiotic Resistance, and Virulence Factors.
RESULTS
Targeted and WGS libraries were generated, sequenced, and analyzed in ≤6.5 – 11 hours with targeted sequencing and analysis taking as little as 50 minutes compared to 2.5 hours and 1 hour for standard sequencing and analysis, respectively. Analysis of sequencing
accuracy for targeted libraries revealed a raw read accuracy >99.5%, comparable to data from the standard workflow (Figure 4). The read length distribution for the targeted libraries was similar to standard workflow (Figure 5) with 100% specificity for species identification
and ,at flows greater than 200, mapping to 16S rRNA families for targeted libraries indicating rapid sequencing without compromising detection accuracy (Figure 6). Sequencing times on the Ion S5TM XL were vastly improved by the combination of reduced flow times, total
number of flows, and the implementation of On-Instrument Analysis (OIA), in which phase estimation prior to base calling was moved on instrument (Figure 7). The modifications for rapid sequencing were found to be robust and highly reproducible (Figure 8). Sequencing
libraries prepared from bacterial genomes representing a range of GC content demonstrated that the resulting shortened average read lengths did not adversely affect species identification (Figure 9). Antimicrobial resistance determinant identification from WGS libraries
was robust to 300 flows (Figure 10)
Read quality of Ion S5 XL with reduced flow number numbers
is comparable to that of standard Ion PGM flow numbers.
Decreased flow numbers demonstrate a raw read accuracy
>99.5% with Ion S5 XL at 300 and 200 flows
Performance of S5 XL Sequencing with modified parameters is
highly reproducible (n=3) for targeted sequencing using the
AmpliSeq panel
Sequencing times on the Ion S5 XL were improved by reducing
flow times, the total number of flows, and the implementation of
On-Instrument Analysis (OIA)
Reducing flow number to 200 does not reduce total number of
reads nor the accuracy of species ID amplicon alignment nor
16S rRNA amplicon assignment. ~100% specificitywith species
ID targets were observed 180 flows. However, 16S rRNA
identification specificitywas affected at 180 flows. Based the
above results, a 200 flow minimum could be used for targeted
sequencing using this AmpliSeq panel without compromising
detection accuracy using universal and species-specific
amplicons.
Reducing the flows number (400, 300, 200, 150) shortened the
average read length for WGS libraries (reads subsampled to
1.1 million)but did not adversely affect species identification by
percent matching of total unique k-mers at ≥300 flows
Figure 10
Figure 9
Reducing flow number to 300 does not reduce identification (percent matching of total
unique k-mers) of antimicrobial resistance determinants and virulence factors in WGS
libraries
Isothermal Amplification
on Ion Chef (7 hr)
For Research Use Only. Not for use in diagnostic applications

Weitere ähnliche Inhalte

Was ist angesagt?

How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...
How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...
How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...Joseph Hughes
 
Phylogenomic methods for comparative evolutionary biology - University Colleg...
Phylogenomic methods for comparative evolutionary biology - University Colleg...Phylogenomic methods for comparative evolutionary biology - University Colleg...
Phylogenomic methods for comparative evolutionary biology - University Colleg...Joe Parker
 
Studying the microbiome
Studying the microbiomeStudying the microbiome
Studying the microbiomeMick Watson
 
20170209 ngs for_cancer_genomics_101
20170209 ngs for_cancer_genomics_10120170209 ngs for_cancer_genomics_101
20170209 ngs for_cancer_genomics_101Ino de Bruijn
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation SequencingAmritha S R
 
Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...
Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...
Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...Jonathan Eisen
 
NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...
NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...
NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...VHIR Vall d’Hebron Institut de Recerca
 
Bioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysisBioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysisDespoina Kalfakakou
 
Aug2014 abrf interlaboratory study plans
Aug2014 abrf interlaboratory study plansAug2014 abrf interlaboratory study plans
Aug2014 abrf interlaboratory study plansGenomeInABottle
 
High-Throughput Sequencing
High-Throughput SequencingHigh-Throughput Sequencing
High-Throughput SequencingMark Pallen
 
Metagenomics sequencing
Metagenomics sequencingMetagenomics sequencing
Metagenomics sequencingcdgenomics525
 
Next-generation genomics: an integrative approach
Next-generation genomics: an integrative approachNext-generation genomics: an integrative approach
Next-generation genomics: an integrative approachHong ChangBum
 
Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...
Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...
Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...QIAGEN
 
High Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can KnowHigh Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can KnowBrian Krueger
 
Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...Sri Ambati
 
Parks kmer metagenomics
Parks kmer metagenomicsParks kmer metagenomics
Parks kmer metagenomicsdparks1134
 
Next-generation sequencing from 2005 to 2020
Next-generation sequencing from 2005 to 2020Next-generation sequencing from 2005 to 2020
Next-generation sequencing from 2005 to 2020Christian Frech
 

Was ist angesagt? (20)

How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...
How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...
How to Standardise and Assemble Raw Data into Sequences: What Does it Mean fo...
 
Embed Repro Test
Embed Repro TestEmbed Repro Test
Embed Repro Test
 
Phylogenomic methods for comparative evolutionary biology - University Colleg...
Phylogenomic methods for comparative evolutionary biology - University Colleg...Phylogenomic methods for comparative evolutionary biology - University Colleg...
Phylogenomic methods for comparative evolutionary biology - University Colleg...
 
Studying the microbiome
Studying the microbiomeStudying the microbiome
Studying the microbiome
 
20170209 ngs for_cancer_genomics_101
20170209 ngs for_cancer_genomics_10120170209 ngs for_cancer_genomics_101
20170209 ngs for_cancer_genomics_101
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencing
 
Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...
Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...
Evolution of DNA Sequencing - talk by Jonathan Eisen for the Bodega Workshop ...
 
NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...
NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...
NGS Applications II (UEB-UAT Bioinformatics Course - Session 2.1.3 - VHIR, Ba...
 
Bioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysisBioinformatics tools for NGS data analysis
Bioinformatics tools for NGS data analysis
 
Aug2014 abrf interlaboratory study plans
Aug2014 abrf interlaboratory study plansAug2014 abrf interlaboratory study plans
Aug2014 abrf interlaboratory study plans
 
High-Throughput Sequencing
High-Throughput SequencingHigh-Throughput Sequencing
High-Throughput Sequencing
 
Metagenomics sequencing
Metagenomics sequencingMetagenomics sequencing
Metagenomics sequencing
 
Next-generation genomics: an integrative approach
Next-generation genomics: an integrative approachNext-generation genomics: an integrative approach
Next-generation genomics: an integrative approach
 
NGS and the molecular basis of disease: a practical view
NGS and the molecular basis of disease: a practical viewNGS and the molecular basis of disease: a practical view
NGS and the molecular basis of disease: a practical view
 
Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...
Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...
Targeted Single Cell Sequencing for Accurate Mutation Detection in Heterogene...
 
High Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can KnowHigh Throughput Sequencing Technologies: What We Can Know
High Throughput Sequencing Technologies: What We Can Know
 
Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...Next Generation Sequencing and its Applications in Medical Research - Frances...
Next Generation Sequencing and its Applications in Medical Research - Frances...
 
Clinical Applications of Next Generation Sequencing
Clinical Applications of Next Generation SequencingClinical Applications of Next Generation Sequencing
Clinical Applications of Next Generation Sequencing
 
Parks kmer metagenomics
Parks kmer metagenomicsParks kmer metagenomics
Parks kmer metagenomics
 
Next-generation sequencing from 2005 to 2020
Next-generation sequencing from 2005 to 2020Next-generation sequencing from 2005 to 2020
Next-generation sequencing from 2005 to 2020
 

Andere mochten auch

NGx Sequencing 101-platforms
NGx Sequencing 101-platformsNGx Sequencing 101-platforms
NGx Sequencing 101-platformsAllSeq
 
Bioinformática Introdução (Basic NGS)
Bioinformática Introdução (Basic NGS)Bioinformática Introdução (Basic NGS)
Bioinformática Introdução (Basic NGS)Renato Puga
 
transforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencingtransforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencingPathKind Labs
 
NGS overview
NGS overviewNGS overview
NGS overviewAllSeq
 
QIAseq Technologies for Metagenomics and Microbiome NGS Library Prep
QIAseq Technologies for Metagenomics and Microbiome NGS Library PrepQIAseq Technologies for Metagenomics and Microbiome NGS Library Prep
QIAseq Technologies for Metagenomics and Microbiome NGS Library PrepQIAGEN
 
Case studies of HTS / NGS applications
Case studies of HTS / NGS applicationsCase studies of HTS / NGS applications
Case studies of HTS / NGS applicationsrjorton
 
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...nist-spin
 
Aug2013 Heidi Rehm integrating large scale sequencing into clinical practice
Aug2013 Heidi Rehm integrating large scale sequencing into clinical practiceAug2013 Heidi Rehm integrating large scale sequencing into clinical practice
Aug2013 Heidi Rehm integrating large scale sequencing into clinical practiceGenomeInABottle
 
Building bioinformatics resources for the global community
Building bioinformatics resources for the global communityBuilding bioinformatics resources for the global community
Building bioinformatics resources for the global communityExternalEvents
 
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun SequencesTools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun SequencesSurya Saha
 
Plant genome sequencing and crop improvement
Plant genome sequencing and crop improvementPlant genome sequencing and crop improvement
Plant genome sequencing and crop improvementRagavendran Abbai
 
Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...
Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...
Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...Spark Summit
 

Andere mochten auch (20)

NGx Sequencing 101-platforms
NGx Sequencing 101-platformsNGx Sequencing 101-platforms
NGx Sequencing 101-platforms
 
Bioinformática Introdução (Basic NGS)
Bioinformática Introdução (Basic NGS)Bioinformática Introdução (Basic NGS)
Bioinformática Introdução (Basic NGS)
 
Rossen eccmid2015v1.5
Rossen eccmid2015v1.5Rossen eccmid2015v1.5
Rossen eccmid2015v1.5
 
transforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencingtransforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencing
 
Ngs presentation
Ngs presentationNgs presentation
Ngs presentation
 
NGS overview
NGS overviewNGS overview
NGS overview
 
Ngs intro_v6_public
 Ngs intro_v6_public Ngs intro_v6_public
Ngs intro_v6_public
 
QIAseq Technologies for Metagenomics and Microbiome NGS Library Prep
QIAseq Technologies for Metagenomics and Microbiome NGS Library PrepQIAseq Technologies for Metagenomics and Microbiome NGS Library Prep
QIAseq Technologies for Metagenomics and Microbiome NGS Library Prep
 
Case studies of HTS / NGS applications
Case studies of HTS / NGS applicationsCase studies of HTS / NGS applications
Case studies of HTS / NGS applications
 
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
Next Generation Sequencing for Identification and Subtyping of Foodborne Pat...
 
Introduction to Metagenomics Data Analysis - UEB-VHIR - 2013
Introduction to Metagenomics Data Analysis - UEB-VHIR - 2013Introduction to Metagenomics Data Analysis - UEB-VHIR - 2013
Introduction to Metagenomics Data Analysis - UEB-VHIR - 2013
 
Metagenomics
MetagenomicsMetagenomics
Metagenomics
 
Introduction to next generation sequencing
Introduction to next generation sequencingIntroduction to next generation sequencing
Introduction to next generation sequencing
 
NGS: Mapping and de novo assembly
NGS: Mapping and de novo assemblyNGS: Mapping and de novo assembly
NGS: Mapping and de novo assembly
 
Aug2013 Heidi Rehm integrating large scale sequencing into clinical practice
Aug2013 Heidi Rehm integrating large scale sequencing into clinical practiceAug2013 Heidi Rehm integrating large scale sequencing into clinical practice
Aug2013 Heidi Rehm integrating large scale sequencing into clinical practice
 
Building bioinformatics resources for the global community
Building bioinformatics resources for the global communityBuilding bioinformatics resources for the global community
Building bioinformatics resources for the global community
 
EU PathoNGenTraceConsortium:cgMLST Evolvement and Challenges for Harmonization
EU PathoNGenTraceConsortium:cgMLST Evolvement and Challenges for HarmonizationEU PathoNGenTraceConsortium:cgMLST Evolvement and Challenges for Harmonization
EU PathoNGenTraceConsortium:cgMLST Evolvement and Challenges for Harmonization
 
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun SequencesTools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
 
Plant genome sequencing and crop improvement
Plant genome sequencing and crop improvementPlant genome sequencing and crop improvement
Plant genome sequencing and crop improvement
 
Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...
Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...
Exploring Spark for Scalable Metagenomics Analysis: Spark Summit East talk by...
 

Ähnlich wie Targeted and WGS in 6.5-11 hrs

600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...
600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...
600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...Thermo Fisher Scientific
 
Simple, rapid preparation of genomic libraries from single human cells and ba...
Simple, rapid preparation of genomic libraries from single human cells and ba...Simple, rapid preparation of genomic libraries from single human cells and ba...
Simple, rapid preparation of genomic libraries from single human cells and ba...Thermo Fisher Scientific
 
whole-genome-sequencing-guide-small-genomes.pdf.pdf
whole-genome-sequencing-guide-small-genomes.pdf.pdfwhole-genome-sequencing-guide-small-genomes.pdf.pdf
whole-genome-sequencing-guide-small-genomes.pdf.pdfCRISTIANALONSORODRIG1
 
Illumina TruSeq Stranded mRNA_Biomek FXP Automated Workstation
Illumina TruSeq Stranded mRNA_Biomek FXP Automated WorkstationIllumina TruSeq Stranded mRNA_Biomek FXP Automated Workstation
Illumina TruSeq Stranded mRNA_Biomek FXP Automated WorkstationZachary Smith
 
Genotyping by Sequencing
Genotyping by SequencingGenotyping by Sequencing
Genotyping by SequencingSenthil Natesan
 
Microbial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome SequencingMicrobial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome SequencingJonathan Eisen
 
Global Gene Expression Profiles from Bladder Tumor FFPE Samples
Global Gene Expression Profiles from Bladder Tumor FFPE SamplesGlobal Gene Expression Profiles from Bladder Tumor FFPE Samples
Global Gene Expression Profiles from Bladder Tumor FFPE SamplesThermo Fisher Scientific
 
De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus
De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus
De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus Iris Martínez-Rodero
 
A rapid library preparation method with custom assay designs for detection of...
A rapid library preparation method with custom assay designs for detection of...A rapid library preparation method with custom assay designs for detection of...
A rapid library preparation method with custom assay designs for detection of...Thermo Fisher Scientific
 
Next Generation Sequencing methods
Next Generation Sequencing methods Next Generation Sequencing methods
Next Generation Sequencing methods Zohaib HUSSAIN
 
Preparing libraries directly from archived FFPE sections blood, saliva, and b...
Preparing libraries directly from archived FFPE sections blood, saliva, and b...Preparing libraries directly from archived FFPE sections blood, saliva, and b...
Preparing libraries directly from archived FFPE sections blood, saliva, and b...Thermo Fisher Scientific
 
Assign 2.0 software for the analysis of Phred quality values for quality con...
Assign 2.0  software for the analysis of Phred quality values for quality con...Assign 2.0  software for the analysis of Phred quality values for quality con...
Assign 2.0 software for the analysis of Phred quality values for quality con...Crystal Sanchez
 
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle
RNA-Seq transcriptome analysis of Gonium pectorale cell cycleRNA-Seq transcriptome analysis of Gonium pectorale cell cycle
RNA-Seq transcriptome analysis of Gonium pectorale cell cycleJennifer Shelton
 
Next generation-sequencing.ppt-converted
Next generation-sequencing.ppt-convertedNext generation-sequencing.ppt-converted
Next generation-sequencing.ppt-convertedShweta Tiwari
 
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.Jennifer Shelton
 
DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...
DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...
DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...journal ijrtem
 
Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...
Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...
Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...Integrated DNA Technologies
 
Full-length cDNA Sequencing.pdf
Full-length cDNA Sequencing.pdfFull-length cDNA Sequencing.pdf
Full-length cDNA Sequencing.pdfATPowr
 

Ähnlich wie Targeted and WGS in 6.5-11 hrs (20)

600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...
600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...
600 base reads on the Ion S5™ Next-Generation Sequencing System enables accur...
 
Simple, rapid preparation of genomic libraries from single human cells and ba...
Simple, rapid preparation of genomic libraries from single human cells and ba...Simple, rapid preparation of genomic libraries from single human cells and ba...
Simple, rapid preparation of genomic libraries from single human cells and ba...
 
whole-genome-sequencing-guide-small-genomes.pdf.pdf
whole-genome-sequencing-guide-small-genomes.pdf.pdfwhole-genome-sequencing-guide-small-genomes.pdf.pdf
whole-genome-sequencing-guide-small-genomes.pdf.pdf
 
Illumina TruSeq Stranded mRNA_Biomek FXP Automated Workstation
Illumina TruSeq Stranded mRNA_Biomek FXP Automated WorkstationIllumina TruSeq Stranded mRNA_Biomek FXP Automated Workstation
Illumina TruSeq Stranded mRNA_Biomek FXP Automated Workstation
 
Genotyping by Sequencing
Genotyping by SequencingGenotyping by Sequencing
Genotyping by Sequencing
 
Microbial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome SequencingMicrobial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
 
Global Gene Expression Profiles from Bladder Tumor FFPE Samples
Global Gene Expression Profiles from Bladder Tumor FFPE SamplesGlobal Gene Expression Profiles from Bladder Tumor FFPE Samples
Global Gene Expression Profiles from Bladder Tumor FFPE Samples
 
De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus
De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus
De novo RNA-seq for the study of ODAP synthesis pathway in Lathyrus sativus
 
A rapid library preparation method with custom assay designs for detection of...
A rapid library preparation method with custom assay designs for detection of...A rapid library preparation method with custom assay designs for detection of...
A rapid library preparation method with custom assay designs for detection of...
 
Next Generation Sequencing methods
Next Generation Sequencing methods Next Generation Sequencing methods
Next Generation Sequencing methods
 
Preparing libraries directly from archived FFPE sections blood, saliva, and b...
Preparing libraries directly from archived FFPE sections blood, saliva, and b...Preparing libraries directly from archived FFPE sections blood, saliva, and b...
Preparing libraries directly from archived FFPE sections blood, saliva, and b...
 
Assign 2.0 software for the analysis of Phred quality values for quality con...
Assign 2.0  software for the analysis of Phred quality values for quality con...Assign 2.0  software for the analysis of Phred quality values for quality con...
Assign 2.0 software for the analysis of Phred quality values for quality con...
 
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle
RNA-Seq transcriptome analysis of Gonium pectorale cell cycleRNA-Seq transcriptome analysis of Gonium pectorale cell cycle
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle
 
Next generation-sequencing.ppt-converted
Next generation-sequencing.ppt-convertedNext generation-sequencing.ppt-converted
Next generation-sequencing.ppt-converted
 
BioSB meeting 2015
BioSB meeting 2015BioSB meeting 2015
BioSB meeting 2015
 
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.
RNA-Seq transcriptome analysis of Gonium pectorale cell cycle.
 
DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...
DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...
DNA Barcoding of Stone Fish Uranoscopus Oligolepis: Intra Species Delineation...
 
Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...
Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...
Characterizing Alzheimer’s Disease candidate genes and transcripts with targe...
 
Introduction to 16S Microbiome Analysis
Introduction to 16S Microbiome AnalysisIntroduction to 16S Microbiome Analysis
Introduction to 16S Microbiome Analysis
 
Full-length cDNA Sequencing.pdf
Full-length cDNA Sequencing.pdfFull-length cDNA Sequencing.pdf
Full-length cDNA Sequencing.pdf
 

Mehr von Thermo Fisher Scientific

Why you would want a powerful hot-start DNA polymerase for your PCR
Why you would want a powerful hot-start DNA polymerase for your PCRWhy you would want a powerful hot-start DNA polymerase for your PCR
Why you would want a powerful hot-start DNA polymerase for your PCRThermo Fisher Scientific
 
TCRB chain convergence in chronic cytomegalovirus infection and cancer
TCRB chain convergence in chronic cytomegalovirus infection and cancerTCRB chain convergence in chronic cytomegalovirus infection and cancer
TCRB chain convergence in chronic cytomegalovirus infection and cancerThermo Fisher Scientific
 
Improvement of TMB Measurement by removal of Deaminated Bases in FFPE DNA
Improvement of TMB Measurement by removal of Deaminated Bases in FFPE DNAImprovement of TMB Measurement by removal of Deaminated Bases in FFPE DNA
Improvement of TMB Measurement by removal of Deaminated Bases in FFPE DNAThermo Fisher Scientific
 
What can we learn from oncologists? A survey of molecular testing patterns
What can we learn from oncologists? A survey of molecular testing patternsWhat can we learn from oncologists? A survey of molecular testing patterns
What can we learn from oncologists? A survey of molecular testing patternsThermo Fisher Scientific
 
Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...
Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...
Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...Thermo Fisher Scientific
 
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...Thermo Fisher Scientific
 
Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...
Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...
Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...Thermo Fisher Scientific
 
Liquid biopsy quality control – the importance of plasma quality, sample prep...
Liquid biopsy quality control – the importance of plasma quality, sample prep...Liquid biopsy quality control – the importance of plasma quality, sample prep...
Liquid biopsy quality control – the importance of plasma quality, sample prep...Thermo Fisher Scientific
 
Streamlined next generation sequencing assay development using a highly multi...
Streamlined next generation sequencing assay development using a highly multi...Streamlined next generation sequencing assay development using a highly multi...
Streamlined next generation sequencing assay development using a highly multi...Thermo Fisher Scientific
 
Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...
Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...
Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...Thermo Fisher Scientific
 
Development of Quality Control Materials for Characterization of Comprehensiv...
Development of Quality Control Materials for Characterization of Comprehensiv...Development of Quality Control Materials for Characterization of Comprehensiv...
Development of Quality Control Materials for Characterization of Comprehensiv...Thermo Fisher Scientific
 
A High Throughput System for Profiling Respiratory Tract Microbiota
A High Throughput System for Profiling Respiratory Tract MicrobiotaA High Throughput System for Profiling Respiratory Tract Microbiota
A High Throughput System for Profiling Respiratory Tract MicrobiotaThermo Fisher Scientific
 
A high-throughput approach for multi-omic testing for prostate cancer research
A high-throughput approach for multi-omic testing for prostate cancer researchA high-throughput approach for multi-omic testing for prostate cancer research
A high-throughput approach for multi-omic testing for prostate cancer researchThermo Fisher Scientific
 
Why is selecting the right thermal cycler important?
Why is selecting the right thermal cycler important?Why is selecting the right thermal cycler important?
Why is selecting the right thermal cycler important?Thermo Fisher Scientific
 
Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...
Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...
Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...Thermo Fisher Scientific
 
TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...
TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...
TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...Thermo Fisher Scientific
 
Identifying novel and druggable targets in a triple negative breast cancer ce...
Identifying novel and druggable targets in a triple negative breast cancer ce...Identifying novel and druggable targets in a triple negative breast cancer ce...
Identifying novel and druggable targets in a triple negative breast cancer ce...Thermo Fisher Scientific
 
Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...
Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...
Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...Thermo Fisher Scientific
 
Analytical performance of a novel next generation sequencing assay for Myeloi...
Analytical performance of a novel next generation sequencing assay for Myeloi...Analytical performance of a novel next generation sequencing assay for Myeloi...
Analytical performance of a novel next generation sequencing assay for Myeloi...Thermo Fisher Scientific
 
Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...
Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...
Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...Thermo Fisher Scientific
 

Mehr von Thermo Fisher Scientific (20)

Why you would want a powerful hot-start DNA polymerase for your PCR
Why you would want a powerful hot-start DNA polymerase for your PCRWhy you would want a powerful hot-start DNA polymerase for your PCR
Why you would want a powerful hot-start DNA polymerase for your PCR
 
TCRB chain convergence in chronic cytomegalovirus infection and cancer
TCRB chain convergence in chronic cytomegalovirus infection and cancerTCRB chain convergence in chronic cytomegalovirus infection and cancer
TCRB chain convergence in chronic cytomegalovirus infection and cancer
 
Improvement of TMB Measurement by removal of Deaminated Bases in FFPE DNA
Improvement of TMB Measurement by removal of Deaminated Bases in FFPE DNAImprovement of TMB Measurement by removal of Deaminated Bases in FFPE DNA
Improvement of TMB Measurement by removal of Deaminated Bases in FFPE DNA
 
What can we learn from oncologists? A survey of molecular testing patterns
What can we learn from oncologists? A survey of molecular testing patternsWhat can we learn from oncologists? A survey of molecular testing patterns
What can we learn from oncologists? A survey of molecular testing patterns
 
Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...
Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...
Evaluation of ctDNA extraction methods and amplifiable copy number yield usin...
 
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...
Analytical Validation of the Oncomine™ Comprehensive Assay v3 with FFPE and C...
 
Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...
Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...
Novel Spatial Multiplex Screening of Uropathogens Associated with Urinary Tra...
 
Liquid biopsy quality control – the importance of plasma quality, sample prep...
Liquid biopsy quality control – the importance of plasma quality, sample prep...Liquid biopsy quality control – the importance of plasma quality, sample prep...
Liquid biopsy quality control – the importance of plasma quality, sample prep...
 
Streamlined next generation sequencing assay development using a highly multi...
Streamlined next generation sequencing assay development using a highly multi...Streamlined next generation sequencing assay development using a highly multi...
Streamlined next generation sequencing assay development using a highly multi...
 
Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...
Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...
Targeted T-cell receptor beta immune repertoire sequencing in several FFPE ti...
 
Development of Quality Control Materials for Characterization of Comprehensiv...
Development of Quality Control Materials for Characterization of Comprehensiv...Development of Quality Control Materials for Characterization of Comprehensiv...
Development of Quality Control Materials for Characterization of Comprehensiv...
 
A High Throughput System for Profiling Respiratory Tract Microbiota
A High Throughput System for Profiling Respiratory Tract MicrobiotaA High Throughput System for Profiling Respiratory Tract Microbiota
A High Throughput System for Profiling Respiratory Tract Microbiota
 
A high-throughput approach for multi-omic testing for prostate cancer research
A high-throughput approach for multi-omic testing for prostate cancer researchA high-throughput approach for multi-omic testing for prostate cancer research
A high-throughput approach for multi-omic testing for prostate cancer research
 
Why is selecting the right thermal cycler important?
Why is selecting the right thermal cycler important?Why is selecting the right thermal cycler important?
Why is selecting the right thermal cycler important?
 
Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...
Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...
Generation of Clonal CRISPR/Cas9-edited Human iPSC Derived Cellular Models an...
 
TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...
TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...
TaqMan®Advanced miRNA cDNA synthesis kit to simultaneously study expression o...
 
Identifying novel and druggable targets in a triple negative breast cancer ce...
Identifying novel and druggable targets in a triple negative breast cancer ce...Identifying novel and druggable targets in a triple negative breast cancer ce...
Identifying novel and druggable targets in a triple negative breast cancer ce...
 
Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...
Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...
Evidence for antigen-driven TCRβ chain convergence in the melanoma-infiltrati...
 
Analytical performance of a novel next generation sequencing assay for Myeloi...
Analytical performance of a novel next generation sequencing assay for Myeloi...Analytical performance of a novel next generation sequencing assay for Myeloi...
Analytical performance of a novel next generation sequencing assay for Myeloi...
 
Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...
Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...
Estimating Mutation Load from Tumor Research Samples using a Targeted Next-Ge...
 

Kürzlich hochgeladen

GBSN - Microbiology (Unit 1)
GBSN - Microbiology (Unit 1)GBSN - Microbiology (Unit 1)
GBSN - Microbiology (Unit 1)Areesha Ahmad
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsSérgio Sacani
 
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
 
Chromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATINChromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATINsankalpkumarsahoo174
 
Zoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdfZoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdfSumit Kumar yadav
 
DIFFERENCE IN BACK CROSS AND TEST CROSS
DIFFERENCE IN  BACK CROSS AND TEST CROSSDIFFERENCE IN  BACK CROSS AND TEST CROSS
DIFFERENCE IN BACK CROSS AND TEST CROSSLeenakshiTyagi
 
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
 
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
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoSérgio Sacani
 
TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...
TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...
TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...ssifa0344
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxkessiyaTpeter
 
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 60009654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000Sapana Sha
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfmuntazimhurra
 
Green chemistry and Sustainable development.pptx
Green chemistry  and Sustainable development.pptxGreen chemistry  and Sustainable development.pptx
Green chemistry and Sustainable development.pptxRajatChauhan518211
 
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
 
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxBroad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxjana861314
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​kaibalyasahoo82800
 
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
 
Botany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsBotany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsSumit Kumar yadav
 

Kürzlich hochgeladen (20)

GBSN - Microbiology (Unit 1)
GBSN - Microbiology (Unit 1)GBSN - Microbiology (Unit 1)
GBSN - Microbiology (Unit 1)
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
 
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...
 
Chromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATINChromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATIN
 
Zoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdfZoology 4th semester series (krishna).pdf
Zoology 4th semester series (krishna).pdf
 
DIFFERENCE IN BACK CROSS AND TEST CROSS
DIFFERENCE IN  BACK CROSS AND TEST CROSSDIFFERENCE IN  BACK CROSS AND TEST CROSS
DIFFERENCE IN BACK CROSS AND TEST CROSS
 
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
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on Io
 
TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...
TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...
TEST BANK For Radiologic Science for Technologists, 12th Edition by Stewart C...
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
 
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 60009654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdf
 
Green chemistry and Sustainable development.pptx
Green chemistry  and Sustainable development.pptxGreen chemistry  and Sustainable development.pptx
Green chemistry and Sustainable development.pptx
 
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...
 
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxBroad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​
 
The Philosophy of Science
The Philosophy of ScienceThe Philosophy of Science
The Philosophy of Science
 
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
 
Botany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsBotany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questions
 

Targeted and WGS in 6.5-11 hrs

  • 1. Colin Davidson1, Mindy Landes2, Rongsu Qi1, Chaitali Parikh1, David Mandelman2, Haythem Latif2, Adam Harris2 , Nur Hasan3, Poorani Subramanian3, and Srinka Ghosh1 1Thermo Fisher Scientific, 200 Oyster Point Blvd, South San Francisco, CA 94080; 2Thermo Fisher Scientific, 5781 Van Allen Way, Carlsbad, CA 92008; 3CosmosID, 155 Gibbs St #436, Rockville, MD 20850 Figure 3 Transposon-based library preparation. Each transposon complex consists of a tetramer of MuA transposase and two double-stranded transposon end oligonucleotides. The complexes insert the transposon ends into target gDNA, resulting in fragmentation and simultaneous tagging with the transposon sequence. Those sequences are used as priming sites for introduction of sequencing adapters during amplification by PCR. Figure 4 Observed read length distribution at 200 flows is similarto standard 500 flows and with the expected amplicon insert length distribution The majority of the amplicons for the targeted sequencing libraries have a mean insert length of 95 bp; it was estimated that the minimum number of flows needed was 200. Analysis of Ion S5 XL runs (with 500 flows) at 300, 250, 200 and 180 flows demonstrated that at 200 flows, the read length distribution is still comparable to 500 flows. Whereas at 180 flows, read length distribution is starting to be compromised. Decreasing overall sequencing workflow times on the Ion S5™ XL sequencing system. Improvements in library preparation, template preparation (clonal amplificationof library molecules onto capture beads) and optimizing sequencing reagent flows on the S5 system provide a dramatic decrease in overall sequencing workflow time. For Ion AmpliSeq™-based libraries such as the pan-bacterial ID panel sequencing and data analysis can be completed in about 6.5 hrs. For whole genome sequencing libraries produced from bacterial isolates, the sequencing workflow (from library preparation to data) can be completed in approximately 11 hrs. Figure 1 Figure 5 Figure 6 Figure 7 Figure 8 INTRODUCTION At this time next generation sequencing (NGS) is hindered by slow and often manual workflow procedures. Decreasing overall workflow times is critical for the widespread adoption of targeted and whole genome sequencing (WGS) for many time-sensitive applications, in particular for infectious disease analysis. To this end, we describe improvements to the four main steps of the NGS workflow: i) library preparation; ii) template preparation, iii) sequencing; iv) and data analysis. Together, these advances dramatically decrease the overall turnaround times. Ion Torrent semiconductor-based sequencing instruments utilities flow sequencing with speed largely dependent on and the number of nucleotide flows (one flow produces ~0.5 base) and the speed of the flows (Figure 2). CONCLUSIONS For the targeted assays described, the total turnaround time could be completed in a standard workday ACKNOWLEDGEMENTS Bacterial ID AmpliSeq™ assay: Kunal Banjara, Jamsheed Ghadiri, Andrew Hutchison, Peter Vander Horn, Karen Clyde, Nisha Mulakken, Rajesh Gottimukkala, Diana Jeon, and Simon Cawley. Torrent Suite Software: Dominique Belhachemi, Christian Koller, and Mohit Gupta TRADEMARKS/LICENSING © 2016 Thermo Fisher Scientific, Inc. All rights reserved. All trademarks are the property of Thermo Fisher Scientific and its subsidiaries unless otherwise specified. TT01: Speeding up sequencing: Sequencing in an hour enables sample to answer in a workday Thermo Fisher Scientific • 5791 Van Allen Way • Carlsbad, CA 92008 • www.lifetechnologies.com A sequencing run on the Ion S5™ XL System is started by inserting an Ion S5 chip preloaded with templated beads containing clonal amplified library molecules. Nucleotides are flowed across the chip with the addition of bases by the DNA polymerase resulting in the production of hydrogen ions, changing the pH which is converted to a sequencing signal through ion-sensitive wells that hold the templated beads. Read lengths of up to 400 bp can be produced with three available semiconductorchips that produce up to 5, 20, or 80 million reads per chip Figure 2 Whole Genome and Targeted Sequencing: Sample-to-data in ~6.5 to 11 hr Bacterial Nucleic acid Manual Isothermal Amplification (2 hr) Sample Template Preparation Rapid Ion S5 XL Sequencing CosmosID 200 flows (55 min) 300 flows (80 min) N/A ~ 1 hr Targeted AmpliSeq panel (3.5 hr) WGS with MuSeek (1.5 hr) Library Preparation 1.5 - 3.5 hr 2 - 7 hr 1 hr55 - 80 min Total time ~ 6.5 hr ~ 11.0 hr MATERIALS AND METHODS The new rapid workflow innovations were applied to two different library preparation protocols: i) targeted libraries created using a highly-multiplexed PCR approach consisting of 1200 amplicons targeting the 16S rRNA gene as well as species-specific identification targets and antimicrobial resistance determinants; and ii) an unbiased WGS approach using a MuA transposon-based library preparation method. (Figure 3). WGS libraries: Purified Escherichia coli (balanced G:C content), Rhodopseudomonas palustris (high G:C content), and Staphylococcus aureus (low G:C content) gDNA was used as input into the MuSeek™ library preparation protocol (Figure 3). Targeted libraries: Total nucleic acids from six bacterial cultures (Acinetobacter baumannii, Enterobacter cloacae, Enterococcus faecium, Klebsiella pneumoniae, Pseudomonas aeruginosa, Staphylococcus aureus) were extracted as input for into the Ion AmpliSeq™ Library Kit 2.0, except thermocycling were optimized by reducing anneal/extend time from 4min to 1min. Template preparation: Targeted libraries were clonally amplified using an isothermal amplification approach using the Ion PGM™ Template IA 500 Kit. Template preparation for WGS libraries was performed using an automated and rapid an isothermal amplification approach on the Ion Chef™ System Sequencing: Sequencing was performed on the Ion S5™ XL Sequencer using an Ion 520™ Chip. Sequencing times were improved by reducing flow times and the total number of flows. The implementation of On-Instrument Analysis (OIA) enabled near real-time base calling reducing the total primary analysis time. Bioinformatic Analysis: Unassembled WGS data were analyzed by CosmosID MetaGenID Bioinformatics package using curated GenBook databases of Bacteria, Virus, Fungi, Parasite, Antibiotic Resistance, and Virulence Factors. RESULTS Targeted and WGS libraries were generated, sequenced, and analyzed in ≤6.5 – 11 hours with targeted sequencing and analysis taking as little as 50 minutes compared to 2.5 hours and 1 hour for standard sequencing and analysis, respectively. Analysis of sequencing accuracy for targeted libraries revealed a raw read accuracy >99.5%, comparable to data from the standard workflow (Figure 4). The read length distribution for the targeted libraries was similar to standard workflow (Figure 5) with 100% specificity for species identification and ,at flows greater than 200, mapping to 16S rRNA families for targeted libraries indicating rapid sequencing without compromising detection accuracy (Figure 6). Sequencing times on the Ion S5TM XL were vastly improved by the combination of reduced flow times, total number of flows, and the implementation of On-Instrument Analysis (OIA), in which phase estimation prior to base calling was moved on instrument (Figure 7). The modifications for rapid sequencing were found to be robust and highly reproducible (Figure 8). Sequencing libraries prepared from bacterial genomes representing a range of GC content demonstrated that the resulting shortened average read lengths did not adversely affect species identification (Figure 9). Antimicrobial resistance determinant identification from WGS libraries was robust to 300 flows (Figure 10) Read quality of Ion S5 XL with reduced flow number numbers is comparable to that of standard Ion PGM flow numbers. Decreased flow numbers demonstrate a raw read accuracy >99.5% with Ion S5 XL at 300 and 200 flows Performance of S5 XL Sequencing with modified parameters is highly reproducible (n=3) for targeted sequencing using the AmpliSeq panel Sequencing times on the Ion S5 XL were improved by reducing flow times, the total number of flows, and the implementation of On-Instrument Analysis (OIA) Reducing flow number to 200 does not reduce total number of reads nor the accuracy of species ID amplicon alignment nor 16S rRNA amplicon assignment. ~100% specificitywith species ID targets were observed 180 flows. However, 16S rRNA identification specificitywas affected at 180 flows. Based the above results, a 200 flow minimum could be used for targeted sequencing using this AmpliSeq panel without compromising detection accuracy using universal and species-specific amplicons. Reducing the flows number (400, 300, 200, 150) shortened the average read length for WGS libraries (reads subsampled to 1.1 million)but did not adversely affect species identification by percent matching of total unique k-mers at ≥300 flows Figure 10 Figure 9 Reducing flow number to 300 does not reduce identification (percent matching of total unique k-mers) of antimicrobial resistance determinants and virulence factors in WGS libraries Isothermal Amplification on Ion Chef (7 hr) For Research Use Only. Not for use in diagnostic applications