SlideShare une entreprise Scribd logo
1  sur  26
The genome of Fraxinus excelsior
(European Ash)
Elizabeth Sollars, Laura Kelly, Bernardo Clavijo,
David Swarbreck, Jasmin Zohren, David Boshier, Jo
Clark, Anika Joecker, Sarah Ayling, Mario Caccamo,
Richard Buggs.
@LizzySollars
It’s a tough time to be an ash tree
Emerald Ash Borer (Agrilus planipennis)
Ash Dieback (Hymenoscyphus fraxineus)
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Resequencing 37
European trees
Functional
annotation
Gene Sharing
Analysis
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
We know…
23 chromosome pairs
880 Mbp genome
Selfed
We sequenced…
Wood tissue
200x coverage
Illumina HiSeq + 454
Pairs 200bp – 40 kbp
We used…
gsAssembler for 454 reads
CLC Genomics Workbench
SSPACE scaffolder
SOAP’s GapCloser
We assembled…
875 Mbp in 89,285 scaffolds
N50 of 99 kbp
19% in gaps
446 kbp mt. genome
33 complete, 20 incomplete mt. genes
Repeats, Repeats, Repeats
35% of the genome is classed as repeats.
32%
35%
2%
0.01%
12%
18%
1%
LTR Gypsy
LTR Copia
LINE
SINE
Class II (DNA transposons)
Unclassified
Tandem repeats
Class I:
retrotransposons
Laura Kelly, QMUL
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
Gene finding & Annotation
AUGUSTUS with RNA-SeqAUGUSTUS MAKER
Repeat-masked genome + protein alignments
Evidence Modeller
43,298 genes, 59,154 transcripts.
Annotated with BLAST and GO terms
David Swarbreck, TGAC
Gene Completeness
David Swarbreck, TGAC
ashgenome.org
The open home of the British Ash Tree Genome project
• Genome Assemblies
• Transcriptome assemblies
• JBrowse
• BLAST tool
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
Gene Sharing
Clustering of orthogroups
using OrthoMCL
• FEXC: Fraxinus excelsior
• MGUT: Mimulus guttatus
• UGIB: Utricularia gibba
• SLYC: Solanum lycopersicum
• CROB: Coffea robusta
Total orthogroups: 18,870
Laura Kelly, QMUL
Gene Sharing
Clustering of orthogroups
using OrthoMCL
• FEXC: Fraxinus excelsior
• MGUT: Mimulus guttatus
• UGIB: Utricularia gibba
• SLYC: Solanum lycopersicum
• CROB: Coffea robusta
The largest ash-specific
orthogroups are:
• Disease resistance proteins
• F-box proteins
• Expansin-like proteins Total orthogroups: 18,870
Laura Kelly, QMUL
Gene Sharing
Clustering of orthogroups
using OrthoMCL:
• FEXC: Fraxinus excelsior
• CROB: Coffea robusta
• PTRI: Populus trichocarpa
• ATRI: Amborella trichopoda
• PITA: Pinus taeda
In 11-species comparison:
• 4,283 groups shared by all
• 7,562 shared by all angiosperms
A group of laccase proteins were
expanded in the woody species:
role in lignin degradation.
(ash, pine, & poplar)
Laura Kelly, QMUL
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
Workflow
DNA RNA
Genome AssemblyMitochondrial
assembly
Ab initio gene
prediction
Functional
annotation
Gene Sharing
Analysis
Resequencing 37
European trees
Resequencing: Diversity Panel
Diversity Panel
In 355 Mb of the reference sequence:
• Reads from 37 trees, ~10x coverage each.
• Total: 28.7 million polymorphic positions (~ 1 every 12 bp).
• Low Frequency Variant Caller in CLC Genomics Workbench
0
5
10
15
20
25
30
Gene SNPs
Non-gene
SNPs
0
1,000,000
2,000,000
3,000,000
4,000,000
5,000,000
6,000,000
5'UTR SNPs
3' UTR SNPs
CDS SNPs
Other mRNA &
intron
19%
81%
77%
13%
6%
4%
407,911 causing non-synonymous amino acid change
15,689 at splice sites
Diversity Panel
• SNP tree made using
SNPhylo
• 18.7 million
polymorphic positions
• Filtered set of 14,000
Diversity Panel
• SNP tree made using
SNPhylo
• 18.7 million
polymorphic positions
• Filtered set of 14,000
Diversity Panel
Future Work
• Gene family expansions
– In ash alone
– In woody species
• Diversity panel
– Network analysis
– SNP allele frequencies among individuals
– SNP verification - KASPAR
• Optical mapping using BioNano
We are the borers…
resistance is futile.
F. excelsior
F. chinensis
EAB resistance
F. mandschurica
EAB and dieback resistance
F. quadrangulata
Medium EAB resistance
F. americana
Dieback resistance
F. pennsylvanica
Medium dieback resistance
The Fraxinus genus
Acknowledgments

Contenu connexe

Tendances

Genetic engineering principle, tools, techniques, types and application
Genetic engineering principle, tools, techniques, types and applicationGenetic engineering principle, tools, techniques, types and application
Genetic engineering principle, tools, techniques, types and applicationTarun Kapoor
 
8 f forensic d n a analysis (student)
8 f forensic d n a analysis (student)8 f forensic d n a analysis (student)
8 f forensic d n a analysis (student)San Raj
 
Recombinant DNA technology
Recombinant DNA technologyRecombinant DNA technology
Recombinant DNA technologyb_lever
 
4.6 Biotechnology And Genetic Engineering
4.6 Biotechnology And Genetic Engineering4.6 Biotechnology And Genetic Engineering
4.6 Biotechnology And Genetic EngineeringPatricia Lopez
 
Genetic engineering
Genetic engineeringGenetic engineering
Genetic engineeringHarshankita
 
Applied biology chapter 13 biotechnology 2013 2
Applied biology   chapter 13 biotechnology 2013 2Applied biology   chapter 13 biotechnology 2013 2
Applied biology chapter 13 biotechnology 2013 2NITTIN SUTAR
 
Transgenic animals
Transgenic animalsTransgenic animals
Transgenic animalsOmBagade1
 
Notes from dna technology and its applications
Notes from dna technology and its applicationsNotes from dna technology and its applications
Notes from dna technology and its applicationssuzgord
 
RECOMBINANT DNA TECHNOLOGY AND ITS APPLICATION
RECOMBINANT DNA TECHNOLOGY AND ITS APPLICATIONRECOMBINANT DNA TECHNOLOGY AND ITS APPLICATION
RECOMBINANT DNA TECHNOLOGY AND ITS APPLICATIONStanz Ng
 
Biology - Genetic Engineering
Biology - Genetic EngineeringBiology - Genetic Engineering
Biology - Genetic EngineeringMichael Edgar
 
Real-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe ParkerReal-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe ParkerJoe Parker
 
Epigenetics in fisheries and aquaculture
Epigenetics in fisheries and aquacultureEpigenetics in fisheries and aquaculture
Epigenetics in fisheries and aquacultureKiran Modi
 
4.4 genetic engineering & biotechnology
4.4 genetic engineering & biotechnology4.4 genetic engineering & biotechnology
4.4 genetic engineering & biotechnologycartlidge
 
Comparative Genomic Identification and Characterisation of A Novel B-Defensin...
Comparative Genomic Identification and Characterisation of A Novel B-Defensin...Comparative Genomic Identification and Characterisation of A Novel B-Defensin...
Comparative Genomic Identification and Characterisation of A Novel B-Defensin...Gillian (Jilly) Johnson
 
Draft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositive
Draft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositiveDraft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositive
Draft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositiveGabrielle Dotson
 
How to fingerprint a bat
How to fingerprint a batHow to fingerprint a bat
How to fingerprint a batDavid Martin
 

Tendances (20)

Genetic engineering principle, tools, techniques, types and application
Genetic engineering principle, tools, techniques, types and applicationGenetic engineering principle, tools, techniques, types and application
Genetic engineering principle, tools, techniques, types and application
 
8 f forensic d n a analysis (student)
8 f forensic d n a analysis (student)8 f forensic d n a analysis (student)
8 f forensic d n a analysis (student)
 
Recombinant DNA technology
Recombinant DNA technologyRecombinant DNA technology
Recombinant DNA technology
 
4.6 Biotechnology And Genetic Engineering
4.6 Biotechnology And Genetic Engineering4.6 Biotechnology And Genetic Engineering
4.6 Biotechnology And Genetic Engineering
 
Genetic engineering
Genetic engineeringGenetic engineering
Genetic engineering
 
Genetic engineering
Genetic engineeringGenetic engineering
Genetic engineering
 
Applied biology chapter 13 biotechnology 2013 2
Applied biology   chapter 13 biotechnology 2013 2Applied biology   chapter 13 biotechnology 2013 2
Applied biology chapter 13 biotechnology 2013 2
 
Transgenic animals
Transgenic animalsTransgenic animals
Transgenic animals
 
Notes from dna technology and its applications
Notes from dna technology and its applicationsNotes from dna technology and its applications
Notes from dna technology and its applications
 
Biotechnology
BiotechnologyBiotechnology
Biotechnology
 
RECOMBINANT DNA TECHNOLOGY AND ITS APPLICATION
RECOMBINANT DNA TECHNOLOGY AND ITS APPLICATIONRECOMBINANT DNA TECHNOLOGY AND ITS APPLICATION
RECOMBINANT DNA TECHNOLOGY AND ITS APPLICATION
 
Biology - Genetic Engineering
Biology - Genetic EngineeringBiology - Genetic Engineering
Biology - Genetic Engineering
 
Real-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe ParkerReal-time Phylogenomics: Joe Parker
Real-time Phylogenomics: Joe Parker
 
Epigenetics in fisheries and aquaculture
Epigenetics in fisheries and aquacultureEpigenetics in fisheries and aquaculture
Epigenetics in fisheries and aquaculture
 
4.4 genetic engineering & biotechnology
4.4 genetic engineering & biotechnology4.4 genetic engineering & biotechnology
4.4 genetic engineering & biotechnology
 
Recent advancement recombinant dna technology
Recent advancement recombinant dna  technologyRecent advancement recombinant dna  technology
Recent advancement recombinant dna technology
 
Comparative Genomic Identification and Characterisation of A Novel B-Defensin...
Comparative Genomic Identification and Characterisation of A Novel B-Defensin...Comparative Genomic Identification and Characterisation of A Novel B-Defensin...
Comparative Genomic Identification and Characterisation of A Novel B-Defensin...
 
Draft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositive
Draft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositiveDraft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositive
Draft Genome Sequence of a Klebsiella pneumoniae CarbapenemasePositive
 
A-level Gene technology
A-level Gene technologyA-level Gene technology
A-level Gene technology
 
How to fingerprint a bat
How to fingerprint a batHow to fingerprint a bat
How to fingerprint a bat
 

Similaire à The genome of Fraxinus excelsior (European ash)

Paul Sharp and Ewan Mollison wp4 Nov 2018
Paul Sharp and Ewan Mollison wp4 Nov 2018Paul Sharp and Ewan Mollison wp4 Nov 2018
Paul Sharp and Ewan Mollison wp4 Nov 2018Forest Research
 
Molecular marker analysis of A few Capsicum annum varieties
Molecular marker analysis of A few Capsicum annum varietiesMolecular marker analysis of A few Capsicum annum varieties
Molecular marker analysis of A few Capsicum annum varietiesAnkitha Hirematha
 
Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004Jonathan Eisen
 
Inference and informatics in a 'sequenced' world
Inference and informatics in a 'sequenced' worldInference and informatics in a 'sequenced' world
Inference and informatics in a 'sequenced' worldJoe Parker
 
Towards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremy
Towards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremyTowards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremy
Towards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremyShaojun Xie
 
Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)
Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)
Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)GigaScience, BGI Hong Kong
 
Bionano genome maps_feb2014
Bionano genome maps_feb2014Bionano genome maps_feb2014
Bionano genome maps_feb2014Jennifer Shelton
 
20150601 bio sb_assembly_course
20150601 bio sb_assembly_course20150601 bio sb_assembly_course
20150601 bio sb_assembly_coursehansjansen9999
 
Genome Sequencing in Finger Millet
Genome Sequencing in Finger MilletGenome Sequencing in Finger Millet
Genome Sequencing in Finger MilletVivek Suthediya
 
Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...
Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...
Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...Mick Watson
 
Tetrahymena genome project update 2004 by Jonathan Eisen
Tetrahymena genome project update 2004 by Jonathan EisenTetrahymena genome project update 2004 by Jonathan Eisen
Tetrahymena genome project update 2004 by Jonathan EisenJonathan Eisen
 
Opportunities from the genetic diversity of the ILRI genebank forage germplas...
Opportunities from the genetic diversity of the ILRI genebank forage germplas...Opportunities from the genetic diversity of the ILRI genebank forage germplas...
Opportunities from the genetic diversity of the ILRI genebank forage germplas...ILRI
 
Aflp (amplified fragment length polymorphism), alu
Aflp (amplified fragment length polymorphism), aluAflp (amplified fragment length polymorphism), alu
Aflp (amplified fragment length polymorphism), aluJannat Iftikhar
 
Feline Array PAG 2016
Feline Array PAG 2016Feline Array PAG 2016
Feline Array PAG 2016hhalhaddad
 

Similaire à The genome of Fraxinus excelsior (European ash) (20)

Paul Sharp and Ewan Mollison wp4 Nov 2018
Paul Sharp and Ewan Mollison wp4 Nov 2018Paul Sharp and Ewan Mollison wp4 Nov 2018
Paul Sharp and Ewan Mollison wp4 Nov 2018
 
Molecular marker analysis of A few Capsicum annum varieties
Molecular marker analysis of A few Capsicum annum varietiesMolecular marker analysis of A few Capsicum annum varieties
Molecular marker analysis of A few Capsicum annum varieties
 
Yeast Genome
Yeast Genome Yeast Genome
Yeast Genome
 
Pierre Taberlet - Saturday Closing Plenary
Pierre Taberlet - Saturday Closing PlenaryPierre Taberlet - Saturday Closing Plenary
Pierre Taberlet - Saturday Closing Plenary
 
Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004Talk on Phylogenomics for MBL Molecular Evolution Course 2004
Talk on Phylogenomics for MBL Molecular Evolution Course 2004
 
Inference and informatics in a 'sequenced' world
Inference and informatics in a 'sequenced' worldInference and informatics in a 'sequenced' world
Inference and informatics in a 'sequenced' world
 
Towards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremy
Towards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremyTowards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremy
Towards a Reference Genome for Switchgrass (Panicum virgatum) - Schmutz jeremy
 
Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)
Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)
Zhipeng Li at #ICG12: Draft Genome of the Reindeer (Rangifer tarandus)
 
Lecture 1,2
Lecture 1,2Lecture 1,2
Lecture 1,2
 
Synthetic biology
Synthetic biologySynthetic biology
Synthetic biology
 
REVERSE GENETICS
REVERSE GENETICSREVERSE GENETICS
REVERSE GENETICS
 
Bionano genome maps_feb2014
Bionano genome maps_feb2014Bionano genome maps_feb2014
Bionano genome maps_feb2014
 
20150601 bio sb_assembly_course
20150601 bio sb_assembly_course20150601 bio sb_assembly_course
20150601 bio sb_assembly_course
 
Genome Sequencing in Finger Millet
Genome Sequencing in Finger MilletGenome Sequencing in Finger Millet
Genome Sequencing in Finger Millet
 
Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...
Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...
Discovery and Annotation of Novel Proteins from Rumen Gut Metagenomic Sequenc...
 
Tetrahymena genome project update 2004 by Jonathan Eisen
Tetrahymena genome project update 2004 by Jonathan EisenTetrahymena genome project update 2004 by Jonathan Eisen
Tetrahymena genome project update 2004 by Jonathan Eisen
 
Opportunities from the genetic diversity of the ILRI genebank forage germplas...
Opportunities from the genetic diversity of the ILRI genebank forage germplas...Opportunities from the genetic diversity of the ILRI genebank forage germplas...
Opportunities from the genetic diversity of the ILRI genebank forage germplas...
 
Aflp (amplified fragment length polymorphism), alu
Aflp (amplified fragment length polymorphism), aluAflp (amplified fragment length polymorphism), alu
Aflp (amplified fragment length polymorphism), alu
 
Feline Array PAG 2016
Feline Array PAG 2016Feline Array PAG 2016
Feline Array PAG 2016
 
Hannah McPherson - Plants Plenary
Hannah McPherson - Plants PlenaryHannah McPherson - Plants Plenary
Hannah McPherson - Plants Plenary
 

Dernier

Good agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptxGood agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptxSimeonChristian
 
Microphone- characteristics,carbon microphone, dynamic microphone.pptx
Microphone- characteristics,carbon microphone, dynamic microphone.pptxMicrophone- characteristics,carbon microphone, dynamic microphone.pptx
Microphone- characteristics,carbon microphone, dynamic microphone.pptxpriyankatabhane
 
Davis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technologyDavis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technologycaarthichand2003
 
Pests of Bengal gram_Identification_Dr.UPR.pdf
Pests of Bengal gram_Identification_Dr.UPR.pdfPests of Bengal gram_Identification_Dr.UPR.pdf
Pests of Bengal gram_Identification_Dr.UPR.pdfPirithiRaju
 
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 GenuineCall Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuinethapagita
 
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.PraveenaKalaiselvan1
 
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdfBUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdfWildaNurAmalia2
 
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxSTOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxMurugaveni B
 
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In DubaiDubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubaikojalkojal131
 
Harmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms PresentationHarmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms Presentationtahreemzahra82
 
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxmalonesandreagweneth
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)riyaescorts54
 
Environmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial BiosensorEnvironmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial Biosensorsonawaneprad
 
Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...
Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...
Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...D. B. S. College Kanpur
 
Bioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptxBioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptx023NiWayanAnggiSriWa
 
User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)Columbia Weather Systems
 
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptxRESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptxFarihaAbdulRasheed
 
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxTHE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxNandakishor Bhaurao Deshmukh
 
User Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationUser Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationColumbia Weather Systems
 

Dernier (20)

Good agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptxGood agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptx
 
Microphone- characteristics,carbon microphone, dynamic microphone.pptx
Microphone- characteristics,carbon microphone, dynamic microphone.pptxMicrophone- characteristics,carbon microphone, dynamic microphone.pptx
Microphone- characteristics,carbon microphone, dynamic microphone.pptx
 
Davis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technologyDavis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technology
 
Pests of Bengal gram_Identification_Dr.UPR.pdf
Pests of Bengal gram_Identification_Dr.UPR.pdfPests of Bengal gram_Identification_Dr.UPR.pdf
Pests of Bengal gram_Identification_Dr.UPR.pdf
 
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 GenuineCall Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
 
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
 
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdfBUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
 
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxSTOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
 
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In DubaiDubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
Dubai Calls Girl Lisa O525547819 Lexi Call Girls In Dubai
 
Harmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms PresentationHarmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms Presentation
 
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
 
Environmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial BiosensorEnvironmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial Biosensor
 
Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...
Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...
Fertilization: Sperm and the egg—collectively called the gametes—fuse togethe...
 
Bioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptxBioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptx
 
User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)
 
Volatile Oils Pharmacognosy And Phytochemistry -I
Volatile Oils Pharmacognosy And Phytochemistry -IVolatile Oils Pharmacognosy And Phytochemistry -I
Volatile Oils Pharmacognosy And Phytochemistry -I
 
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptxRESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
 
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxTHE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
 
User Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather StationUser Guide: Magellan MX™ Weather Station
User Guide: Magellan MX™ Weather Station
 

The genome of Fraxinus excelsior (European ash)

  • 1. The genome of Fraxinus excelsior (European Ash) Elizabeth Sollars, Laura Kelly, Bernardo Clavijo, David Swarbreck, Jasmin Zohren, David Boshier, Jo Clark, Anika Joecker, Sarah Ayling, Mario Caccamo, Richard Buggs. @LizzySollars
  • 2. It’s a tough time to be an ash tree Emerald Ash Borer (Agrilus planipennis) Ash Dieback (Hymenoscyphus fraxineus)
  • 3. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Resequencing 37 European trees Functional annotation Gene Sharing Analysis
  • 4. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 5. We know… 23 chromosome pairs 880 Mbp genome Selfed We sequenced… Wood tissue 200x coverage Illumina HiSeq + 454 Pairs 200bp – 40 kbp We used… gsAssembler for 454 reads CLC Genomics Workbench SSPACE scaffolder SOAP’s GapCloser We assembled… 875 Mbp in 89,285 scaffolds N50 of 99 kbp 19% in gaps 446 kbp mt. genome 33 complete, 20 incomplete mt. genes
  • 6. Repeats, Repeats, Repeats 35% of the genome is classed as repeats. 32% 35% 2% 0.01% 12% 18% 1% LTR Gypsy LTR Copia LINE SINE Class II (DNA transposons) Unclassified Tandem repeats Class I: retrotransposons Laura Kelly, QMUL
  • 7. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 8. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 9. Gene finding & Annotation AUGUSTUS with RNA-SeqAUGUSTUS MAKER Repeat-masked genome + protein alignments Evidence Modeller 43,298 genes, 59,154 transcripts. Annotated with BLAST and GO terms David Swarbreck, TGAC
  • 11. ashgenome.org The open home of the British Ash Tree Genome project • Genome Assemblies • Transcriptome assemblies • JBrowse • BLAST tool
  • 12. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 13. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 14. Gene Sharing Clustering of orthogroups using OrthoMCL • FEXC: Fraxinus excelsior • MGUT: Mimulus guttatus • UGIB: Utricularia gibba • SLYC: Solanum lycopersicum • CROB: Coffea robusta Total orthogroups: 18,870 Laura Kelly, QMUL
  • 15. Gene Sharing Clustering of orthogroups using OrthoMCL • FEXC: Fraxinus excelsior • MGUT: Mimulus guttatus • UGIB: Utricularia gibba • SLYC: Solanum lycopersicum • CROB: Coffea robusta The largest ash-specific orthogroups are: • Disease resistance proteins • F-box proteins • Expansin-like proteins Total orthogroups: 18,870 Laura Kelly, QMUL
  • 16. Gene Sharing Clustering of orthogroups using OrthoMCL: • FEXC: Fraxinus excelsior • CROB: Coffea robusta • PTRI: Populus trichocarpa • ATRI: Amborella trichopoda • PITA: Pinus taeda In 11-species comparison: • 4,283 groups shared by all • 7,562 shared by all angiosperms A group of laccase proteins were expanded in the woody species: role in lignin degradation. (ash, pine, & poplar) Laura Kelly, QMUL
  • 17. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 18. Workflow DNA RNA Genome AssemblyMitochondrial assembly Ab initio gene prediction Functional annotation Gene Sharing Analysis Resequencing 37 European trees
  • 20. Diversity Panel In 355 Mb of the reference sequence: • Reads from 37 trees, ~10x coverage each. • Total: 28.7 million polymorphic positions (~ 1 every 12 bp). • Low Frequency Variant Caller in CLC Genomics Workbench 0 5 10 15 20 25 30 Gene SNPs Non-gene SNPs 0 1,000,000 2,000,000 3,000,000 4,000,000 5,000,000 6,000,000 5'UTR SNPs 3' UTR SNPs CDS SNPs Other mRNA & intron 19% 81% 77% 13% 6% 4% 407,911 causing non-synonymous amino acid change 15,689 at splice sites
  • 21. Diversity Panel • SNP tree made using SNPhylo • 18.7 million polymorphic positions • Filtered set of 14,000
  • 22. Diversity Panel • SNP tree made using SNPhylo • 18.7 million polymorphic positions • Filtered set of 14,000
  • 24. Future Work • Gene family expansions – In ash alone – In woody species • Diversity panel – Network analysis – SNP allele frequencies among individuals – SNP verification - KASPAR • Optical mapping using BioNano
  • 25. We are the borers… resistance is futile. F. excelsior F. chinensis EAB resistance F. mandschurica EAB and dieback resistance F. quadrangulata Medium EAB resistance F. americana Dieback resistance F. pennsylvanica Medium dieback resistance The Fraxinus genus

Notes de l'éditeur

  1. Singletons for each species: Fraxinus excelsior (FEXC) 12,265 (28%) Mimulus guttatus (MGUT) 4394 (16%) Solanum lycopersicum (SLYC) 9063 (26%) Utricularia gibba (UGIB) 8701 (31%) Coffea robusta (CROB) 4942 (19%)
  2. Singletons for each species: Fraxinus excelsior (FEXC) 12,265 (28%) Mimulus guttatus (MGUT) 4394 (16%) Solanum lycopersicum (SLYC) 9063 (26%) Utricularia gibba (UGIB) 8701 (31%) Coffea robusta (CROB) 4942 (19%)
  3. Singletons for each species: Fraxinus excelsior (FEXC) 12,265 (28%) Mimulus guttatus (MGUT) 4394 (16%) Solanum lycopersicum (SLYC) 9063 (26%) Utricularia gibba (UGIB) 8701 (31%) Coffea robusta (CROB) 4942 (19%)