SlideShare uma empresa Scribd logo
1 de 15
CLC bio A Comprehensive Platform for NGS Data Analysis Saul A. Kravitz, PhD Director of Consulting Services
Before the Flood 2005:   $5M Human genome – 19 sequencer years  Sample Prep Analysis Sequencing Science
Nextgen Sequencing Revolution 2010:   $6k Human genome ~1 sequencer day Help!! Sample Prep Analysis Sequencing Science
Bioinformatics Challenges ,[object Object]
GUI-driven
HPC integration
Unprecedented data volumes
Rapid technology change, applications growth
Multi-platform data integration
No one-size-fits-all solutions
Rapid customization and adaptation,[object Object]
Swiss Army Knife of NGS Analysis SDK Intuitive GUI Traditional  Bioinformatics Visualization Desktop Solutions EnterpriseSolutions High Performance File Format Conversion Tools Integration Epigenomics Transcriptomics Genomics RNA-Seq miRNA Read Mapping De Novo Assembly SNP/DIP Detection CHIP-Seq
Why not use free tools? Are tools free or “free”? Tools vs solutions True cost of ownership Ease of Use Tools integration Support
Small RNA Analysis(in Beta soon) Identify and filter/trim adapters  annotate using mirBASE and other resources - target species of interest  Merge/group by mature, precursor/reference  Fully integrated with expression analysis
De Novo Assembler Human assembly of  38x Illumina paired-end CLC Quality equivalent to Abyss CLC:      7 hrs, 1 node,       42 Gbof RAM Abyss:  80 hrs, 21 nodes, 336 Gbof RAM Metagenomics Assembly METAHIT Dataset MH0041 40M 75bp paired end 3 hrs on desktop, 6 Gb RAM Higher N50 and Total Contig Size than Reported

Mais conteúdo relacionado

Mais procurados

Biosecurity Challenges in the Genome Engineering Space – Beth Vitalis
Biosecurity Challenges in the Genome Engineering Space – Beth VitalisBiosecurity Challenges in the Genome Engineering Space – Beth Vitalis
Biosecurity Challenges in the Genome Engineering Space – Beth VitalisCatalyst Biosummit
 
Genome in a bottle for amp GeT-RM 181030
Genome in a bottle for amp GeT-RM 181030Genome in a bottle for amp GeT-RM 181030
Genome in a bottle for amp GeT-RM 181030GenomeInABottle
 
Customer Case Study: How Novel Compute Technology Transforms Medical and Life...
Customer Case Study: How Novel Compute Technology Transforms Medical and Life...Customer Case Study: How Novel Compute Technology Transforms Medical and Life...
Customer Case Study: How Novel Compute Technology Transforms Medical and Life...Amazon Web Services
 
Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...
Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...
Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...QIAGEN
 
Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012
Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012
Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012sequencing_columbia
 
Illumina-General-Overview-Q1-17
Illumina-General-Overview-Q1-17Illumina-General-Overview-Q1-17
Illumina-General-Overview-Q1-17Matthew Holguin
 
Coding & Best Practice in Programming in the NGS era
Coding & Best Practice in Programming in the NGS eraCoding & Best Practice in Programming in the NGS era
Coding & Best Practice in Programming in the NGS eraLex Nederbragt
 
Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2
Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2
Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2QIAGEN
 
2012 10-24 - ngs webinar
2012 10-24 - ngs webinar2012 10-24 - ngs webinar
2012 10-24 - ngs webinarElsa von Licy
 

Mais procurados (11)

Biosecurity Challenges in the Genome Engineering Space – Beth Vitalis
Biosecurity Challenges in the Genome Engineering Space – Beth VitalisBiosecurity Challenges in the Genome Engineering Space – Beth Vitalis
Biosecurity Challenges in the Genome Engineering Space – Beth Vitalis
 
Genome in a bottle for amp GeT-RM 181030
Genome in a bottle for amp GeT-RM 181030Genome in a bottle for amp GeT-RM 181030
Genome in a bottle for amp GeT-RM 181030
 
DNA_Services
DNA_ServicesDNA_Services
DNA_Services
 
Customer Case Study: How Novel Compute Technology Transforms Medical and Life...
Customer Case Study: How Novel Compute Technology Transforms Medical and Life...Customer Case Study: How Novel Compute Technology Transforms Medical and Life...
Customer Case Study: How Novel Compute Technology Transforms Medical and Life...
 
Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...
Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...
Accelerate Your Discovery with QIAGEN Service Solutions for Biomarker Researc...
 
Viral genome sequencing
Viral genome sequencingViral genome sequencing
Viral genome sequencing
 
Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012
Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012
Peter Nagy, Columbia Agilent Symposium, Jan, 27 2012
 
Illumina-General-Overview-Q1-17
Illumina-General-Overview-Q1-17Illumina-General-Overview-Q1-17
Illumina-General-Overview-Q1-17
 
Coding & Best Practice in Programming in the NGS era
Coding & Best Practice in Programming in the NGS eraCoding & Best Practice in Programming in the NGS era
Coding & Best Practice in Programming in the NGS era
 
Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2
Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2
Digital RNAseq for Gene Expression Profiling: Digital RNAseq Webinar Part 2
 
2012 10-24 - ngs webinar
2012 10-24 - ngs webinar2012 10-24 - ngs webinar
2012 10-24 - ngs webinar
 

Destaque

Clc Bio Basic Company Presentation
Clc Bio Basic Company PresentationClc Bio Basic Company Presentation
Clc Bio Basic Company Presentationclcbio
 
Workshop NGS data analysis - 2
Workshop NGS data analysis - 2Workshop NGS data analysis - 2
Workshop NGS data analysis - 2Maté Ongenaert
 
Introduction to Galaxy and RNA-Seq
Introduction to Galaxy and RNA-SeqIntroduction to Galaxy and RNA-Seq
Introduction to Galaxy and RNA-SeqEnis Afgan
 
RNA-seq: Mapping and quality control - part 3
RNA-seq: Mapping and quality control - part 3RNA-seq: Mapping and quality control - part 3
RNA-seq: Mapping and quality control - part 3BITS
 
Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...
Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...
Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...QIAGEN
 
The Starbucks Experience
The Starbucks ExperienceThe Starbucks Experience
The Starbucks ExperienceEthos3
 
Analysis and Interpretation of Cell-free DNA
Analysis and Interpretation of Cell-free DNAAnalysis and Interpretation of Cell-free DNA
Analysis and Interpretation of Cell-free DNAQIAGEN
 
RNA-seq quality control and pre-processing
RNA-seq quality control and pre-processingRNA-seq quality control and pre-processing
RNA-seq quality control and pre-processingmikaelhuss
 
An introduction to RNA-seq data analysis
An introduction to RNA-seq data analysisAn introduction to RNA-seq data analysis
An introduction to RNA-seq data analysisAGRF_Ltd
 
Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...
Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...
Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...VHIR Vall d’Hebron Institut de Recerca
 
Workshop NGS data analysis - 1
Workshop NGS data analysis - 1Workshop NGS data analysis - 1
Workshop NGS data analysis - 1Maté Ongenaert
 
Microbial Pathogenesis and Host Immune Response
Microbial Pathogenesis and Host Immune ResponseMicrobial Pathogenesis and Host Immune Response
Microbial Pathogenesis and Host Immune ResponseQIAGEN
 
Next-Generation Sequencing Commercial Milestones Infographic
Next-Generation Sequencing Commercial Milestones InfographicNext-Generation Sequencing Commercial Milestones Infographic
Next-Generation Sequencing Commercial Milestones InfographicQIAGEN
 
Introduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seqIntroduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seqTimothy Tickle
 

Destaque (16)

Clc Bio Basic Company Presentation
Clc Bio Basic Company PresentationClc Bio Basic Company Presentation
Clc Bio Basic Company Presentation
 
Workshop NGS data analysis - 2
Workshop NGS data analysis - 2Workshop NGS data analysis - 2
Workshop NGS data analysis - 2
 
Rna seq pipeline
Rna seq pipelineRna seq pipeline
Rna seq pipeline
 
Rna seq
Rna seqRna seq
Rna seq
 
Introduction to Galaxy and RNA-Seq
Introduction to Galaxy and RNA-SeqIntroduction to Galaxy and RNA-Seq
Introduction to Galaxy and RNA-Seq
 
RNA-seq: Mapping and quality control - part 3
RNA-seq: Mapping and quality control - part 3RNA-seq: Mapping and quality control - part 3
RNA-seq: Mapping and quality control - part 3
 
Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...
Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...
Sequencing 60,000 Samples: An Innovative Large Cohort Study for Breast Cancer...
 
The Starbucks Experience
The Starbucks ExperienceThe Starbucks Experience
The Starbucks Experience
 
Analysis and Interpretation of Cell-free DNA
Analysis and Interpretation of Cell-free DNAAnalysis and Interpretation of Cell-free DNA
Analysis and Interpretation of Cell-free DNA
 
RNA-seq quality control and pre-processing
RNA-seq quality control and pre-processingRNA-seq quality control and pre-processing
RNA-seq quality control and pre-processing
 
An introduction to RNA-seq data analysis
An introduction to RNA-seq data analysisAn introduction to RNA-seq data analysis
An introduction to RNA-seq data analysis
 
Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...
Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...
Introduction to RNA-seq and RNA-seq Data Analysis (UEB-UAT Bioinformatics Cou...
 
Workshop NGS data analysis - 1
Workshop NGS data analysis - 1Workshop NGS data analysis - 1
Workshop NGS data analysis - 1
 
Microbial Pathogenesis and Host Immune Response
Microbial Pathogenesis and Host Immune ResponseMicrobial Pathogenesis and Host Immune Response
Microbial Pathogenesis and Host Immune Response
 
Next-Generation Sequencing Commercial Milestones Infographic
Next-Generation Sequencing Commercial Milestones InfographicNext-Generation Sequencing Commercial Milestones Infographic
Next-Generation Sequencing Commercial Milestones Infographic
 
Introduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seqIntroduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seq
 

Semelhante a CLC bio presentation at 5th SFAF 6/3/2010

Computational Resources In Infectious Disease
Computational Resources In Infectious DiseaseComputational Resources In Infectious Disease
Computational Resources In Infectious DiseaseJoão André Carriço
 
D1 1440 cesar wong next generation sequencing & bio medical data analysis
D1 1440 cesar wong next generation sequencing & bio medical data analysisD1 1440 cesar wong next generation sequencing & bio medical data analysis
D1 1440 cesar wong next generation sequencing & bio medical data analysisDr. Wilfred Lin (Ph.D.)
 
iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...
iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...
iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...Bonnie Hurwitz
 
How novel compute technology transforms life science research
How novel compute technology transforms life science researchHow novel compute technology transforms life science research
How novel compute technology transforms life science researchDenis C. Bauer
 
Making Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and AnnotationsMaking Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and AnnotationsJoão André Carriço
 
Production Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on ProductionProduction Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on ProductionChris Dwan
 
Whole Genome Sequencing - Data Processing and QC at SciLifeLab NGI
Whole Genome Sequencing - Data Processing and QC at SciLifeLab NGIWhole Genome Sequencing - Data Processing and QC at SciLifeLab NGI
Whole Genome Sequencing - Data Processing and QC at SciLifeLab NGIPhil Ewels
 
Cognitive Engine: Boosting Scientific Discovery
Cognitive Engine:  Boosting Scientific DiscoveryCognitive Engine:  Boosting Scientific Discovery
Cognitive Engine: Boosting Scientific Discoverydiannepatricia
 
NGS: bioinformatic challenges
NGS: bioinformatic challengesNGS: bioinformatic challenges
NGS: bioinformatic challengesLex Nederbragt
 
VariantSpark: applying Spark-based machine learning methods to genomic inform...
VariantSpark: applying Spark-based machine learning methods to genomic inform...VariantSpark: applying Spark-based machine learning methods to genomic inform...
VariantSpark: applying Spark-based machine learning methods to genomic inform...Denis C. Bauer
 
Efficient Re-computation of Big Data Analytics Processes in the Presence of C...
Efficient Re-computation of Big Data Analytics Processes in the Presence of C...Efficient Re-computation of Big Data Analytics Processes in the Presence of C...
Efficient Re-computation of Big Data Analytics Processes in the Presence of C...Paolo Missier
 
Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...
Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...
Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...NECST Lab @ Politecnico di Milano
 
Big data solution for ngs data analysis
Big data solution for ngs data analysisBig data solution for ngs data analysis
Big data solution for ngs data analysisYun Lung Li
 
PhilipSamDavisResume
PhilipSamDavisResumePhilipSamDavisResume
PhilipSamDavisResumePhilip Davis
 
wolstencroft-ogf20-astro
wolstencroft-ogf20-astrowolstencroft-ogf20-astro
wolstencroft-ogf20-astrowebuploader
 
Bionimbus - Northwestern CGI Workshop 4-21-2011
Bionimbus - Northwestern CGI Workshop 4-21-2011Bionimbus - Northwestern CGI Workshop 4-21-2011
Bionimbus - Northwestern CGI Workshop 4-21-2011Robert Grossman
 
Easygenomics ISCB Cloud section 2012
Easygenomics ISCB Cloud section 2012Easygenomics ISCB Cloud section 2012
Easygenomics ISCB Cloud section 2012Xing Xu
 

Semelhante a CLC bio presentation at 5th SFAF 6/3/2010 (20)

Computational Resources In Infectious Disease
Computational Resources In Infectious DiseaseComputational Resources In Infectious Disease
Computational Resources In Infectious Disease
 
D1 1440 cesar wong next generation sequencing & bio medical data analysis
D1 1440 cesar wong next generation sequencing & bio medical data analysisD1 1440 cesar wong next generation sequencing & bio medical data analysis
D1 1440 cesar wong next generation sequencing & bio medical data analysis
 
iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...
iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...
iMicrobe and iVirus: Extending the iPlant cyberinfrastructure from plants to ...
 
How novel compute technology transforms life science research
How novel compute technology transforms life science researchHow novel compute technology transforms life science research
How novel compute technology transforms life science research
 
Making Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and AnnotationsMaking Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and Annotations
 
Production Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on ProductionProduction Bioinformatics, emphasis on Production
Production Bioinformatics, emphasis on Production
 
Whole Genome Sequencing - Data Processing and QC at SciLifeLab NGI
Whole Genome Sequencing - Data Processing and QC at SciLifeLab NGIWhole Genome Sequencing - Data Processing and QC at SciLifeLab NGI
Whole Genome Sequencing - Data Processing and QC at SciLifeLab NGI
 
Cognitive Engine: Boosting Scientific Discovery
Cognitive Engine:  Boosting Scientific DiscoveryCognitive Engine:  Boosting Scientific Discovery
Cognitive Engine: Boosting Scientific Discovery
 
NGS: bioinformatic challenges
NGS: bioinformatic challengesNGS: bioinformatic challenges
NGS: bioinformatic challenges
 
VariantSpark: applying Spark-based machine learning methods to genomic inform...
VariantSpark: applying Spark-based machine learning methods to genomic inform...VariantSpark: applying Spark-based machine learning methods to genomic inform...
VariantSpark: applying Spark-based machine learning methods to genomic inform...
 
Efficient Re-computation of Big Data Analytics Processes in the Presence of C...
Efficient Re-computation of Big Data Analytics Processes in the Presence of C...Efficient Re-computation of Big Data Analytics Processes in the Presence of C...
Efficient Re-computation of Big Data Analytics Processes in the Presence of C...
 
Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...
Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...
Reconfigurable Embedded Systems Applications for Versatile Biomedical Measure...
 
Big data solution for ngs data analysis
Big data solution for ngs data analysisBig data solution for ngs data analysis
Big data solution for ngs data analysis
 
2015 genome-center
2015 genome-center2015 genome-center
2015 genome-center
 
PhilipSamDavisResume
PhilipSamDavisResumePhilipSamDavisResume
PhilipSamDavisResume
 
Overview of Next Gen Sequencing Data Analysis
Overview of Next Gen Sequencing Data AnalysisOverview of Next Gen Sequencing Data Analysis
Overview of Next Gen Sequencing Data Analysis
 
wolstencroft-ogf20-astro
wolstencroft-ogf20-astrowolstencroft-ogf20-astro
wolstencroft-ogf20-astro
 
SomeSlides
SomeSlidesSomeSlides
SomeSlides
 
Bionimbus - Northwestern CGI Workshop 4-21-2011
Bionimbus - Northwestern CGI Workshop 4-21-2011Bionimbus - Northwestern CGI Workshop 4-21-2011
Bionimbus - Northwestern CGI Workshop 4-21-2011
 
Easygenomics ISCB Cloud section 2012
Easygenomics ISCB Cloud section 2012Easygenomics ISCB Cloud section 2012
Easygenomics ISCB Cloud section 2012
 

Último

SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 

Último (20)

SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 

CLC bio presentation at 5th SFAF 6/3/2010

  • 1. CLC bio A Comprehensive Platform for NGS Data Analysis Saul A. Kravitz, PhD Director of Consulting Services
  • 2. Before the Flood 2005: $5M Human genome – 19 sequencer years Sample Prep Analysis Sequencing Science
  • 3. Nextgen Sequencing Revolution 2010: $6k Human genome ~1 sequencer day Help!! Sample Prep Analysis Sequencing Science
  • 4.
  • 8. Rapid technology change, applications growth
  • 11.
  • 12. Swiss Army Knife of NGS Analysis SDK Intuitive GUI Traditional Bioinformatics Visualization Desktop Solutions EnterpriseSolutions High Performance File Format Conversion Tools Integration Epigenomics Transcriptomics Genomics RNA-Seq miRNA Read Mapping De Novo Assembly SNP/DIP Detection CHIP-Seq
  • 13. Why not use free tools? Are tools free or “free”? Tools vs solutions True cost of ownership Ease of Use Tools integration Support
  • 14. Small RNA Analysis(in Beta soon) Identify and filter/trim adapters annotate using mirBASE and other resources - target species of interest Merge/group by mature, precursor/reference Fully integrated with expression analysis
  • 15. De Novo Assembler Human assembly of 38x Illumina paired-end CLC Quality equivalent to Abyss CLC: 7 hrs, 1 node, 42 Gbof RAM Abyss: 80 hrs, 21 nodes, 336 Gbof RAM Metagenomics Assembly METAHIT Dataset MH0041 40M 75bp paired end 3 hrs on desktop, 6 Gb RAM Higher N50 and Total Contig Size than Reported
  • 16. Viral Sequencing at JCVI(See Nadia Fedorova’s Poster!) Amplify and Barcode using SISPA, 454 + Illumina Sequencing Depth of coverage sometimes >1000x De novo Assembly of Consensus for all Segments For each segment: Map reads from each technology independently using best full length reference from NCBI, call variations Update reference with variations confirmed by multiple technologies Map reads using updated reference and all reads Convert to consed, analyze, order Sanger closure reactions Source: Jessica Hostetler, Nadia Federova, Tim Stockwell, Danny Katzel
  • 17. Why CLC bioTools? CLC handled hybrid sequencing technologies directly Very biased coverage confounded other assemblers that expect random arrival stats.  CLC didn’t seem to suffer from biased coverage.  Very accurate SNP calls in areas of deep coverage. Tim Stockwell Director of Viral Informatics J. Craig Venter Institute
  • 18. Targeted Resequencing QC Assessment of targeted sequencing technology Coverage Statistics for Targeted Regions Very short schedule, limited bioinformatics staff Plug-in development leveraging CLC tools to automate the process and meet short deadline QC Report now available as plug-in
  • 19. Professional Services Developing customized solutions Integration with LIMS, workflows, DB Bioinformatics Algorithm Development Cloud and Grid Integration Data Analysis
  • 20. Questions? Saul A. Kravitz, PhD skravitz@clcbio.com (301)355-0813 Thank you for listening
  • 21. Questions Saul A. Kravitz, PhD skravitz @ clcbio.com 301)355-0813 Thank you for listening

Notas do Editor

  1. GUI-driven tools and workflows
  2. - miRNA workflow leveraging mirBASE and other resources
  3. Very fast, small memory footprint
  4.    SISPA = Sequence Independent Single Primer Amplification (if that needs spelling out) – amplifies and barcodes DNA moleculesAlso, if people are interested, can also mention availability of Danny Katzel’s cas2consed software.
  5. CustomizationJava plug-in architecture for Server and WorkbenchOptimized “Cell” command line tools for efficient HPCWizard-based integration of customer toolsServer integration via SOAP and Command Line*