SlideShare a Scribd company logo
Assessing ultra-deep, long-read
metagenomics on Oxford Nanopore
PromethION
Josh Quick, University of Birmingham
Motivation for nanopore metagenomics
To apply to clinical translational projects in Birmingham:
Evaluating faecal microbiome transplants for ulcerative colitis (STOP-COLITIS)
Evolution of the respiratory microbiome in cystic fibrosis (w/Jo Fothergill)
Culture-independent diagnosis of meningo-encephalitis (NIHR)
Enable single contig de novo assembly of genomes from complex samples using long reads:
Phylogenetics on whole genomes
Link genes to chromosomes
Identify strain-level variation (haplotyping)
PromethION Slide
Exciting opportunity: PromethION
$2000/flowcell based on 3 packs (12 flowcells)
Twin 10 Gbps fibre
Twin Tesla V100 GPU cards (basecalling)
3,000 channels v 512 on MinION (6x)
Up to 24 flowcells in parallel
Mock community
ZymoBIOMICS Microbial Community Standard
Even or log distributed (10^2 to 10^8 cells)
2 ug/prep (even), 220 ng/prep (log)
3 Gram-negative, 5 Gram-positive, 2 Fungi
P. aeruginosa, E. coli, S. enterica, L. fermentum, E. faecalis, S. aureus, L.
monocytogenes, B. subtilis, S. cerevisiae, C. neoformans
‘Cellular’ - but shipped in DNA/RNA Shield (lysis buffer)
Illumina data available from Zymo
PromethION run - log distributed
Sequencing speed
Overloading the library can result in depletion of ATP
Ligation efficiency is very high with LSK109 so more sensitive to input
Refuel
Alignment stats
Species Bases N50 Cov
Listeria monocytogenes 1.13E+11 NA 38444.80
Pseudomonas aeruginosa 2.52E+09 NA 370.46
Saccharomyces cerevisiae 1.07E+09 4771 87.78
Bacillus subtilis 1.39E+09 4850 344.18
Escherichia coli 23229830 4171 4.53
Salmonella enterica 24176038 4389 5.00
Lactobacillus fermentum 5816512 2816 2.77
Enterococcus faecium 600248 4546 0.19
Cryptococcus neoformans 811771 5425 0.04
Staphylococcus aureus 102319 4691 0.04
Limit of detection
Total input 7.5 x10^8 cells with lowest abundance organism S. aureus ~500 cells
(~1 pg)
All organisms detected:
4/10 organisms high enough coverage to assemble
3/10 organisms could give gene presence/absence information
Improving metagenomic extraction methods
BB method:
Add sample to bead tube
MPZ method:
Spin down and retain supernatant
Resuspend in PBS and add
Polyzyme
Add Lysis buffer and vortex
Spin down and retain supernatant
MPZ-BB method:
Spin down and retain supernatant
Resuspend in PBS and add
Polyzyme
Add Lysis buffer and vortex
Spin down and retain supernatant
Add Lysis buffer and bead beat 3
x 40s
Combine supernatants
Add Lysis buffer and bead beat 3
x 40s
Combine supernatants
MinION runs even community
Extraction N50 (kb) Yield (Gb)
BB 4.4 10.3
MPZ 4.3 10.2
MPZ+BB 4.2 16.7
Normalised representation
Cryptococcus 50-fold and Saccharomyces >2-fold underrepresented using MPZ
-50
LFB only
0.5x Ampure + LFB
Assembly P. aeruginosa
6.7 Mb
B. subtilis
4 Mb
S. enterica (orange)
5.9 Mb (n=45)
E. coli (red)
5.48 Mb (n=42)
E. faecium
2.8 Mb
S. aureus
2.7 Mb
L. fermentum
1.9 Mb
L. monocytogenes
3 Mb
C. neoformans
18.5 Mb (n=263)
minimap2 & miniasm
S. cerevisiae
11.7 Mb (n=69)
Future perspectives
Read lengths are relatively short when using bead-beating
Metapolyzyme did not have a big effect on read length and was ineffective for
lysing Cryptococcus
Better methods for long-read microbiome extractions are needed
Yields on PromethION are sufficient for shotgun metagenomics for complex
microbial communities (high inputs are still required)
Genome scale information recovered over a range of 3 logs difference in
abundance, detection over 5 logs.
Data availability
FASTQ, raw signal available for download!
https://github.com/LomanLab/mockcommunity
Acknowledgments
University of Birmingham: Nick Loman, Sam Nicholls, Radoslaw Poplawski
University of Vermont: Scott Tighe
Oxford Nanopore Technologies: Divya Mirrington
Cambridge Biosciences: Hannah McDonnell

More Related Content

What's hot

Next Gen Sequencing (NGS) Technology Overview
Next Gen Sequencing (NGS) Technology OverviewNext Gen Sequencing (NGS) Technology Overview
Next Gen Sequencing (NGS) Technology OverviewDominic Suciu
 
RNA-seq differential expression analysis
RNA-seq differential expression analysisRNA-seq differential expression analysis
RNA-seq differential expression analysismikaelhuss
 
New Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overviewNew Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overviewPaolo Dametto
 
De novo genome assembly - IMB Winter School - 7 July 2015
De novo genome assembly - IMB Winter School - 7 July 2015De novo genome assembly - IMB Winter School - 7 July 2015
De novo genome assembly - IMB Winter School - 7 July 2015Torsten Seemann
 
NEXT GENERATION SEQUENCING
NEXT GENERATION SEQUENCINGNEXT GENERATION SEQUENCING
NEXT GENERATION SEQUENCINGAayushi Pal
 
Next Generation Sequencing - the basics
Next Generation Sequencing - the basicsNext Generation Sequencing - the basics
Next Generation Sequencing - the basicsUSD Bioinformatics
 
Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016
Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016
Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016Prof. Wim Van Criekinge
 
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
 
So you want to do a: RNAseq experiment, Differential Gene Expression Analysis
So you want to do a: RNAseq experiment, Differential Gene Expression AnalysisSo you want to do a: RNAseq experiment, Differential Gene Expression Analysis
So you want to do a: RNAseq experiment, Differential Gene Expression AnalysisUniversity of California, Davis
 
Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...
Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...
Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...Integrated DNA Technologies
 
DNA sequencing: rapid improvements and their implications
DNA sequencing: rapid improvements and their implicationsDNA sequencing: rapid improvements and their implications
DNA sequencing: rapid improvements and their implicationsJeffrey Funk
 
Cytoscape Network Visualization and Analysis
Cytoscape Network Visualization and AnalysisCytoscape Network Visualization and Analysis
Cytoscape Network Visualization and Analysisbdemchak
 
Bioinformatics workshop Sept 2014
Bioinformatics workshop Sept 2014Bioinformatics workshop Sept 2014
Bioinformatics workshop Sept 2014LutzFr
 
Dgaston dec-06-2012
Dgaston dec-06-2012Dgaston dec-06-2012
Dgaston dec-06-2012Dan Gaston
 
FastQC and Prinseqlite
FastQC and PrinseqliteFastQC and Prinseqlite
FastQC and PrinseqliteRavi Gandham
 
Next-generation sequencing data format and visualization with ngs.plot 2015
Next-generation sequencing data format and visualization with ngs.plot 2015Next-generation sequencing data format and visualization with ngs.plot 2015
Next-generation sequencing data format and visualization with ngs.plot 2015Li Shen
 

What's hot (20)

Next Gen Sequencing (NGS) Technology Overview
Next Gen Sequencing (NGS) Technology OverviewNext Gen Sequencing (NGS) Technology Overview
Next Gen Sequencing (NGS) Technology Overview
 
RNA-seq differential expression analysis
RNA-seq differential expression analysisRNA-seq differential expression analysis
RNA-seq differential expression analysis
 
New Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overviewNew Generation Sequencing Technologies: an overview
New Generation Sequencing Technologies: an overview
 
De novo genome assembly - IMB Winter School - 7 July 2015
De novo genome assembly - IMB Winter School - 7 July 2015De novo genome assembly - IMB Winter School - 7 July 2015
De novo genome assembly - IMB Winter School - 7 July 2015
 
NEXT GENERATION SEQUENCING
NEXT GENERATION SEQUENCINGNEXT GENERATION SEQUENCING
NEXT GENERATION SEQUENCING
 
Next Generation Sequencing - the basics
Next Generation Sequencing - the basicsNext Generation Sequencing - the basics
Next Generation Sequencing - the basics
 
Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016
Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016
Galaxy dna-seq-variant calling-presentationandpractical_gent_april-2016
 
BWA-MEM2-IPDPS 2019
BWA-MEM2-IPDPS 2019BWA-MEM2-IPDPS 2019
BWA-MEM2-IPDPS 2019
 
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...
 
NGS - QC & Dataformat
NGS - QC & Dataformat NGS - QC & Dataformat
NGS - QC & Dataformat
 
So you want to do a: RNAseq experiment, Differential Gene Expression Analysis
So you want to do a: RNAseq experiment, Differential Gene Expression AnalysisSo you want to do a: RNAseq experiment, Differential Gene Expression Analysis
So you want to do a: RNAseq experiment, Differential Gene Expression Analysis
 
Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...
Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...
Alt-R™ CRISPR-Cas9 System: Ribonucleoprotein delivery optimization for improv...
 
DNA sequencing: rapid improvements and their implications
DNA sequencing: rapid improvements and their implicationsDNA sequencing: rapid improvements and their implications
DNA sequencing: rapid improvements and their implications
 
Cytoscape Network Visualization and Analysis
Cytoscape Network Visualization and AnalysisCytoscape Network Visualization and Analysis
Cytoscape Network Visualization and Analysis
 
Bioinformatics workshop Sept 2014
Bioinformatics workshop Sept 2014Bioinformatics workshop Sept 2014
Bioinformatics workshop Sept 2014
 
Dgaston dec-06-2012
Dgaston dec-06-2012Dgaston dec-06-2012
Dgaston dec-06-2012
 
FastQC and Prinseqlite
FastQC and PrinseqliteFastQC and Prinseqlite
FastQC and Prinseqlite
 
Pcr
PcrPcr
Pcr
 
Illumina sequencing introduction
Illumina sequencing introductionIllumina sequencing introduction
Illumina sequencing introduction
 
Next-generation sequencing data format and visualization with ngs.plot 2015
Next-generation sequencing data format and visualization with ngs.plot 2015Next-generation sequencing data format and visualization with ngs.plot 2015
Next-generation sequencing data format and visualization with ngs.plot 2015
 

Similar to Assessing ultra-deep, long-read metagenomics on Oxford Nanopore PromethION

20100311 M Sc Lecture Final
20100311 M Sc Lecture Final20100311 M Sc Lecture Final
20100311 M Sc Lecture Finalmarcus314
 
fish- Fluorescence in situ hybridization
fish- Fluorescence in situ hybridization fish- Fluorescence in situ hybridization
fish- Fluorescence in situ hybridization gaurav raja
 
Cloning and sequence analysis of banana streak virus dna. harper 1998
Cloning and sequence analysis of banana streak virus dna. harper 1998Cloning and sequence analysis of banana streak virus dna. harper 1998
Cloning and sequence analysis of banana streak virus dna. harper 1998Paloma Susan
 
Fernando de la Cruz - Simposio Microbiología: Transmisión
Fernando de la Cruz - Simposio Microbiología: TransmisiónFernando de la Cruz - Simposio Microbiología: Transmisión
Fernando de la Cruz - Simposio Microbiología: TransmisiónFundación Ramón Areces
 
Unilag workshop complex genome analysis
Unilag workshop   complex genome analysisUnilag workshop   complex genome analysis
Unilag workshop complex genome analysisDr. Olusoji Adewumi
 
Horse gut microbiome
Horse gut microbiomeHorse gut microbiome
Horse gut microbiomeShebl E Salem
 
20091201 Transfer Seminar Final
20091201 Transfer Seminar Final20091201 Transfer Seminar Final
20091201 Transfer Seminar Finalmarcus314
 
Genome evolution - tales of scales DNA to crops,months to billions of years, ...
Genome evolution - tales of scales DNA to crops,months to billions of years, ...Genome evolution - tales of scales DNA to crops,months to billions of years, ...
Genome evolution - tales of scales DNA to crops,months to billions of years, ...Pat (JS) Heslop-Harrison
 
Analysis of recombinants.pptx
Analysis of recombinants.pptxAnalysis of recombinants.pptx
Analysis of recombinants.pptxMANJUSINGH948460
 
Molecular systematics.pdf
Molecular systematics.pdfMolecular systematics.pdf
Molecular systematics.pdfAartisoni17
 
Bio305 genome analysis and annotation 2012
Bio305 genome analysis and annotation 2012Bio305 genome analysis and annotation 2012
Bio305 genome analysis and annotation 2012Mark Pallen
 
Genetic Dissection of Compositional & Anatomical Characteristics Associated w...
Genetic Dissection of Compositional & Anatomical Characteristics Associated w...Genetic Dissection of Compositional & Anatomical Characteristics Associated w...
Genetic Dissection of Compositional & Anatomical Characteristics Associated w...Jonathan Clarke
 
151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)
151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)
151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)Adam Dziulko
 
Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...
Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...
Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...AI Publications
 
Umbilical cord vs_blood_msc_source.zeddou2010_(1)
Umbilical cord vs_blood_msc_source.zeddou2010_(1)Umbilical cord vs_blood_msc_source.zeddou2010_(1)
Umbilical cord vs_blood_msc_source.zeddou2010_(1)ComprehensiveBiologi
 

Similar to Assessing ultra-deep, long-read metagenomics on Oxford Nanopore PromethION (20)

20100311 M Sc Lecture Final
20100311 M Sc Lecture Final20100311 M Sc Lecture Final
20100311 M Sc Lecture Final
 
fish- Fluorescence in situ hybridization
fish- Fluorescence in situ hybridization fish- Fluorescence in situ hybridization
fish- Fluorescence in situ hybridization
 
Cloning and sequence analysis of banana streak virus dna. harper 1998
Cloning and sequence analysis of banana streak virus dna. harper 1998Cloning and sequence analysis of banana streak virus dna. harper 1998
Cloning and sequence analysis of banana streak virus dna. harper 1998
 
Fernando de la Cruz - Simposio Microbiología: Transmisión
Fernando de la Cruz - Simposio Microbiología: TransmisiónFernando de la Cruz - Simposio Microbiología: Transmisión
Fernando de la Cruz - Simposio Microbiología: Transmisión
 
131116 paper study 준섭
131116 paper study 준섭131116 paper study 준섭
131116 paper study 준섭
 
Unilag workshop complex genome analysis
Unilag workshop   complex genome analysisUnilag workshop   complex genome analysis
Unilag workshop complex genome analysis
 
131116 paper study 준섭
131116 paper study 준섭131116 paper study 준섭
131116 paper study 준섭
 
131116 paper study 준섭
131116 paper study 준섭131116 paper study 준섭
131116 paper study 준섭
 
Horse gut microbiome
Horse gut microbiomeHorse gut microbiome
Horse gut microbiome
 
20091201 Transfer Seminar Final
20091201 Transfer Seminar Final20091201 Transfer Seminar Final
20091201 Transfer Seminar Final
 
Genome evolution - tales of scales DNA to crops,months to billions of years, ...
Genome evolution - tales of scales DNA to crops,months to billions of years, ...Genome evolution - tales of scales DNA to crops,months to billions of years, ...
Genome evolution - tales of scales DNA to crops,months to billions of years, ...
 
Analysis of recombinants.pptx
Analysis of recombinants.pptxAnalysis of recombinants.pptx
Analysis of recombinants.pptx
 
Eisen.Geba.Jgi2009b
Eisen.Geba.Jgi2009bEisen.Geba.Jgi2009b
Eisen.Geba.Jgi2009b
 
Molecular systematics.pdf
Molecular systematics.pdfMolecular systematics.pdf
Molecular systematics.pdf
 
cell Viability princes
cell Viability  princescell Viability  princes
cell Viability princes
 
Bio305 genome analysis and annotation 2012
Bio305 genome analysis and annotation 2012Bio305 genome analysis and annotation 2012
Bio305 genome analysis and annotation 2012
 
Genetic Dissection of Compositional & Anatomical Characteristics Associated w...
Genetic Dissection of Compositional & Anatomical Characteristics Associated w...Genetic Dissection of Compositional & Anatomical Characteristics Associated w...
Genetic Dissection of Compositional & Anatomical Characteristics Associated w...
 
151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)
151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)
151201 - Dziulko, Adam - Microfiber Bundle Poster (SULI)
 
Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...
Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...
Induced Pluripotent Stem-Like Cells Derived from Ban, a Vietnamese Native Pig...
 
Umbilical cord vs_blood_msc_source.zeddou2010_(1)
Umbilical cord vs_blood_msc_source.zeddou2010_(1)Umbilical cord vs_blood_msc_source.zeddou2010_(1)
Umbilical cord vs_blood_msc_source.zeddou2010_(1)
 

Recently uploaded

SCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdfSCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdfSELF-EXPLANATORY
 
Topography and sediments of the floor of the Bay of Bengal
Topography and sediments of the floor of the Bay of BengalTopography and sediments of the floor of the Bay of Bengal
Topography and sediments of the floor of the Bay of BengalMd Hasan Tareq
 
FAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable PredictionsFAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable PredictionsMichel Dumontier
 
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.Sérgio Sacani
 
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...Scintica Instrumentation
 
insect taxonomy importance systematics and classification
insect taxonomy importance systematics and classificationinsect taxonomy importance systematics and classification
insect taxonomy importance systematics and classificationanitaento25
 
Microbial Type Culture Collection (MTCC)
Microbial Type Culture Collection (MTCC)Microbial Type Culture Collection (MTCC)
Microbial Type Culture Collection (MTCC)abhishekdhamu51
 
extra-chromosomal-inheritance[1].pptx.pdfpdf
extra-chromosomal-inheritance[1].pptx.pdfpdfextra-chromosomal-inheritance[1].pptx.pdfpdf
extra-chromosomal-inheritance[1].pptx.pdfpdfDiyaBiswas10
 
ESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptxESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptxmuralinath2
 
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Sérgio Sacani
 
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATIONPRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATIONChetanK57
 
Anemia_ different types_causes_ conditions
Anemia_ different types_causes_ conditionsAnemia_ different types_causes_ conditions
Anemia_ different types_causes_ conditionsmuralinath2
 
Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...
Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...
Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...Sérgio Sacani
 
Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...
Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...
Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...Alba Morales
 
Pests of Green Manures_Bionomics_IPM_Dr.UPR.pdf
Pests of Green Manures_Bionomics_IPM_Dr.UPR.pdfPests of Green Manures_Bionomics_IPM_Dr.UPR.pdf
Pests of Green Manures_Bionomics_IPM_Dr.UPR.pdfPirithiRaju
 
The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...Sérgio Sacani
 
Predicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdfPredicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdfbinhminhvu04
 
National Biodiversity protection initiatives and Convention on Biological Di...
National Biodiversity protection initiatives and  Convention on Biological Di...National Biodiversity protection initiatives and  Convention on Biological Di...
National Biodiversity protection initiatives and Convention on Biological Di...PABOLU TEJASREE
 
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiologyBLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiologyNoelManyise1
 
Multi-source connectivity as the driver of solar wind variability in the heli...
Multi-source connectivity as the driver of solar wind variability in the heli...Multi-source connectivity as the driver of solar wind variability in the heli...
Multi-source connectivity as the driver of solar wind variability in the heli...Sérgio Sacani
 

Recently uploaded (20)

SCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdfSCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdf
 
Topography and sediments of the floor of the Bay of Bengal
Topography and sediments of the floor of the Bay of BengalTopography and sediments of the floor of the Bay of Bengal
Topography and sediments of the floor of the Bay of Bengal
 
FAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable PredictionsFAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable Predictions
 
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
 
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...
(May 29th, 2024) Advancements in Intravital Microscopy- Insights for Preclini...
 
insect taxonomy importance systematics and classification
insect taxonomy importance systematics and classificationinsect taxonomy importance systematics and classification
insect taxonomy importance systematics and classification
 
Microbial Type Culture Collection (MTCC)
Microbial Type Culture Collection (MTCC)Microbial Type Culture Collection (MTCC)
Microbial Type Culture Collection (MTCC)
 
extra-chromosomal-inheritance[1].pptx.pdfpdf
extra-chromosomal-inheritance[1].pptx.pdfpdfextra-chromosomal-inheritance[1].pptx.pdfpdf
extra-chromosomal-inheritance[1].pptx.pdfpdf
 
ESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptxESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptx
 
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...
 
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATIONPRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
 
Anemia_ different types_causes_ conditions
Anemia_ different types_causes_ conditionsAnemia_ different types_causes_ conditions
Anemia_ different types_causes_ conditions
 
Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...
Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...
Gliese 12 b: A Temperate Earth-sized Planet at 12 pc Ideal for Atmospheric Tr...
 
Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...
Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...
Musical Meetups Knowledge Graph (MMKG): a collection of evidence for historic...
 
Pests of Green Manures_Bionomics_IPM_Dr.UPR.pdf
Pests of Green Manures_Bionomics_IPM_Dr.UPR.pdfPests of Green Manures_Bionomics_IPM_Dr.UPR.pdf
Pests of Green Manures_Bionomics_IPM_Dr.UPR.pdf
 
The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...
 
Predicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdfPredicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdf
 
National Biodiversity protection initiatives and Convention on Biological Di...
National Biodiversity protection initiatives and  Convention on Biological Di...National Biodiversity protection initiatives and  Convention on Biological Di...
National Biodiversity protection initiatives and Convention on Biological Di...
 
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiologyBLOOD AND BLOOD COMPONENT- introduction to blood physiology
BLOOD AND BLOOD COMPONENT- introduction to blood physiology
 
Multi-source connectivity as the driver of solar wind variability in the heli...
Multi-source connectivity as the driver of solar wind variability in the heli...Multi-source connectivity as the driver of solar wind variability in the heli...
Multi-source connectivity as the driver of solar wind variability in the heli...
 

Assessing ultra-deep, long-read metagenomics on Oxford Nanopore PromethION

  • 1. Assessing ultra-deep, long-read metagenomics on Oxford Nanopore PromethION Josh Quick, University of Birmingham
  • 2. Motivation for nanopore metagenomics To apply to clinical translational projects in Birmingham: Evaluating faecal microbiome transplants for ulcerative colitis (STOP-COLITIS) Evolution of the respiratory microbiome in cystic fibrosis (w/Jo Fothergill) Culture-independent diagnosis of meningo-encephalitis (NIHR) Enable single contig de novo assembly of genomes from complex samples using long reads: Phylogenetics on whole genomes Link genes to chromosomes Identify strain-level variation (haplotyping)
  • 3. PromethION Slide Exciting opportunity: PromethION $2000/flowcell based on 3 packs (12 flowcells) Twin 10 Gbps fibre Twin Tesla V100 GPU cards (basecalling) 3,000 channels v 512 on MinION (6x) Up to 24 flowcells in parallel
  • 4. Mock community ZymoBIOMICS Microbial Community Standard Even or log distributed (10^2 to 10^8 cells) 2 ug/prep (even), 220 ng/prep (log) 3 Gram-negative, 5 Gram-positive, 2 Fungi P. aeruginosa, E. coli, S. enterica, L. fermentum, E. faecalis, S. aureus, L. monocytogenes, B. subtilis, S. cerevisiae, C. neoformans ‘Cellular’ - but shipped in DNA/RNA Shield (lysis buffer) Illumina data available from Zymo
  • 5. PromethION run - log distributed
  • 6. Sequencing speed Overloading the library can result in depletion of ATP Ligation efficiency is very high with LSK109 so more sensitive to input
  • 8. Alignment stats Species Bases N50 Cov Listeria monocytogenes 1.13E+11 NA 38444.80 Pseudomonas aeruginosa 2.52E+09 NA 370.46 Saccharomyces cerevisiae 1.07E+09 4771 87.78 Bacillus subtilis 1.39E+09 4850 344.18 Escherichia coli 23229830 4171 4.53 Salmonella enterica 24176038 4389 5.00 Lactobacillus fermentum 5816512 2816 2.77 Enterococcus faecium 600248 4546 0.19 Cryptococcus neoformans 811771 5425 0.04 Staphylococcus aureus 102319 4691 0.04
  • 9. Limit of detection Total input 7.5 x10^8 cells with lowest abundance organism S. aureus ~500 cells (~1 pg) All organisms detected: 4/10 organisms high enough coverage to assemble 3/10 organisms could give gene presence/absence information
  • 10. Improving metagenomic extraction methods BB method: Add sample to bead tube MPZ method: Spin down and retain supernatant Resuspend in PBS and add Polyzyme Add Lysis buffer and vortex Spin down and retain supernatant MPZ-BB method: Spin down and retain supernatant Resuspend in PBS and add Polyzyme Add Lysis buffer and vortex Spin down and retain supernatant Add Lysis buffer and bead beat 3 x 40s Combine supernatants Add Lysis buffer and bead beat 3 x 40s Combine supernatants
  • 11. MinION runs even community Extraction N50 (kb) Yield (Gb) BB 4.4 10.3 MPZ 4.3 10.2 MPZ+BB 4.2 16.7
  • 12. Normalised representation Cryptococcus 50-fold and Saccharomyces >2-fold underrepresented using MPZ -50
  • 14. Assembly P. aeruginosa 6.7 Mb B. subtilis 4 Mb S. enterica (orange) 5.9 Mb (n=45) E. coli (red) 5.48 Mb (n=42) E. faecium 2.8 Mb S. aureus 2.7 Mb L. fermentum 1.9 Mb L. monocytogenes 3 Mb C. neoformans 18.5 Mb (n=263) minimap2 & miniasm S. cerevisiae 11.7 Mb (n=69)
  • 15. Future perspectives Read lengths are relatively short when using bead-beating Metapolyzyme did not have a big effect on read length and was ineffective for lysing Cryptococcus Better methods for long-read microbiome extractions are needed Yields on PromethION are sufficient for shotgun metagenomics for complex microbial communities (high inputs are still required) Genome scale information recovered over a range of 3 logs difference in abundance, detection over 5 logs.
  • 16. Data availability FASTQ, raw signal available for download! https://github.com/LomanLab/mockcommunity
  • 17. Acknowledgments University of Birmingham: Nick Loman, Sam Nicholls, Radoslaw Poplawski University of Vermont: Scott Tighe Oxford Nanopore Technologies: Divya Mirrington Cambridge Biosciences: Hannah McDonnell

Editor's Notes

  1. July
  2. Even (2 ug/ prep) Log (220 ng/prep)
  3. Achromopeptidase Chitinase Lyticase Lysostaphin Lysozyme Mutanolysin
  4. Contains lyticase but at a low concentration
  5. 16 cerevisiae 14 crypto