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www.citrusgreening.org
Deciphering the genome of Diaphorina citri to
develop solutions for the citrus greening disease
Surya Saha
Boyce Thompson Institute, Ithaca, NY
ss2489@cornell.edu @SahaSurya
7TH ANNUAL CORNELL ENTOMOLOGY SYMPOSIUM
January 19th, 2018
Geneva, NY
www.citrusgreening.org
Acknowledgements
Mueller Lab
Kansas State University
Sue Brown
Cornell University/BTI
Michelle (Cilia) Heck
USDA/ARS
Wayne Hunter
Robert Shatters
University of California, Davis
Carolyn Slupsky
Indian River State College
Tom D’elia
Mirella Flores Prashant Hosmani Stephanie Hoyt
www.citrusgreening.org
Citrus Greening: Huanglongbing
• Most significant disease of citrus worldwide
• More than $4.5 billion in lost citrus production and more than 8,200 lost jobs (2006/07 to 2010/11)
• Associated with gram negative bacterium Candidatus Liberibacter asiaticus (CLas)
• Spread by insect vector, Diaphorina citri (Asian citrus psyllid, ACP)
Annie Kruse
2017
www.citrusgreening.org
Project Workflow
Mueller Lab
Omics resources and databases are required for
identification of targets for interdiction
5
Genome Annotation
Target for interdiction molecules
Pathway Databases
Expression Networks
…….
Host
Vector
Pathogen
www.citrusgreening.org
www.citrusgreening.org
6
• Genome Diaci v1.1
• Official gene set v1.0
• Immune pathway
• RNAi pathway
• P450 gene family
• 530 manually curated models
• ~20,000 NCBI predicted models
• MCOT transcriptome v1.1
R. prolixus (red), A. pisum (green) and D. citri (blue)
Four clans of P450s, CYP2 (orange), CYP3 (green), CYP4 (red)
and mito (blue) clan are shown in the phylogenetic tree.
www.citrusgreening.org
• 18 students involved
• >250 gene models
• >30 gene families
• 13 gene reports for publication
Annotation with Web Apollo
Weekly IRSC Annotation Meetings
Annotation by undergraduate students
Slide: Tom D’elia
www.citrusgreening.org
Citrusgreening.org
https://citrusgreening.org/
Host, Vector and Pathogen(s)
 Blast Databases
 Genome browser – Jbrowse
 Metabolic pathway database
 Annotation Editor – Apollo
 Psyllid Expression Network (PEN)
 FTP site for download
Disease background
News, Publications, Links
Social Media
www.citrusgreening.org
Metabolic Pathway Database Construction
Genes
e.g. C. sinensis, D. citri
PathoLogic
Software
Reference Pathway
Database (MetaCyc)
Reactions
Pathways
Compounds
Gene products Genes
Pathway/Genome Database
(CitrusCyc, DiaphorinaCyc)
Source: Peter Karp (SRI)
•Predicts metabolic pathways
•Predicts which genes code for missing enzymes in metabolic pathways
•Infers transport reactions from transporter names
www.citrusgreening.org
DiaphorinaCyc cellular overview with RNAseq data
Cellular Overview of Diaphorina citri overlaid with RNAseq expression counts
Membrane proteins
Secretory
proteins
Membrane proteins
Kruse et al. 2017
http://ptools.citrusgreening.org/overviewsWeb/celOv.shtml
Pathways: 185
Enzymes: 2855
Transport Reactions: 24
Proteins: 12548
Transporters: 77
Compounds: 1180
www.citrusgreening.org
Psyllid Expression Network
11
Hosts: C. medica and C. sinensis
Treatment: Percoll gradient fractionation
Stages: Nymph and adult
Conditions: CLas+ and healthy
Colored by
level of
expression
Genes correlated
with XP_00847050
ATP synthase
subunit beta
http://pen.sgn.cornell.edu
www.citrusgreening.org
v1.91 v2.0
REFERENCE
v2.0
ALTERNATE
Number of
contigs
3,681 1,906 1,751
Total bases 596 Mb 498 Mb 79.1 Mb
Longest 4.2 Mb 4.2 Mb 760.6 Kb
Shortest 1.5 Kb 6 Kb 1.5 Kb
Average
length
162 Kb 261.7 Kb 45.2 Kb
Contig N50 620 Kb 749 Kb 75.1 Kb
Ns 5.1 Mb 4.5 Mb 467 Kb
500ng input DNA from single male psyllid
Duplicated contigs added to alternate assembly
Contiguous assembly with longer contigs
Multiple individuals in DNA sample
Genome Diaci1.1
Contigs 161,988
Total bases 485 Mb
Longest 1 Mb
Shortest 201bp
Ns 19.3 Mb
Scaffold N50: 109,898 bp
Contig N50: 34,407bp
Illumina assembly
Pacbio assembly
Gene isoform sequencing (Iso-Seq)
Accurate gene models are necessary for
targeting assays
• Majority of genes are alternatively spliced to
produce multiple transcript isoforms.
• Iso-Seq generates full-length cDNA sequences
(full-length transcripts and gene isoforms).
Current MCOT (de novo and genome-based)
transcriptome is useful but fragmented
Korf 2013
www.citrusgreening.org
Iso-Seq transcriptome
Mapped to D. citri v2.0
Total isoforms: 196,419
Isoseq provides a comprehensive (de novo and genome-based)
transcriptome with full-length transcripts and a range of isoforms
Counts
Number of genes 14,768
(30,562 in MCOT)
Number of
isoforms
52,223
Average number
of isoforms/gene
3.53
N50 2.8 Kb
Longest 9.7 Kb
Shortest 100 bp
88%
12%
0
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
180,000
200,000
Mapped UnMapped
Isoforms
Improved genome and annotation will expedite
identification of targets for interdiction
15
Genome
Pacbio v2.0
Annotation
Isoseq
Target for interdiction molecules
Pathway Databases
Expression Networks
…….
Host
Vector
Pathogen
www.citrusgreening.org
Thank you!!
 Improved Asian citrus psyllid genome (v2.0)
 New Iso-Seq transcriptome
 Metabolic pathway database
 Psyllid Expression Network (PEN)
Webinar launching the new data sets and related tools on Citrusgreening.org
March 5, 2018
Details coming soon!!
@Citrusgreening
https://www.facebook.com/citrusgreening
@SahaSurya

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Deciphering the genome of Diaphorina citri to develop solutions for the citrus greening disease

  • 1. www.citrusgreening.org Deciphering the genome of Diaphorina citri to develop solutions for the citrus greening disease Surya Saha Boyce Thompson Institute, Ithaca, NY ss2489@cornell.edu @SahaSurya 7TH ANNUAL CORNELL ENTOMOLOGY SYMPOSIUM January 19th, 2018 Geneva, NY
  • 2. www.citrusgreening.org Acknowledgements Mueller Lab Kansas State University Sue Brown Cornell University/BTI Michelle (Cilia) Heck USDA/ARS Wayne Hunter Robert Shatters University of California, Davis Carolyn Slupsky Indian River State College Tom D’elia Mirella Flores Prashant Hosmani Stephanie Hoyt
  • 3. www.citrusgreening.org Citrus Greening: Huanglongbing • Most significant disease of citrus worldwide • More than $4.5 billion in lost citrus production and more than 8,200 lost jobs (2006/07 to 2010/11) • Associated with gram negative bacterium Candidatus Liberibacter asiaticus (CLas) • Spread by insect vector, Diaphorina citri (Asian citrus psyllid, ACP) Annie Kruse 2017
  • 5. Omics resources and databases are required for identification of targets for interdiction 5 Genome Annotation Target for interdiction molecules Pathway Databases Expression Networks ……. Host Vector Pathogen www.citrusgreening.org
  • 6. www.citrusgreening.org 6 • Genome Diaci v1.1 • Official gene set v1.0 • Immune pathway • RNAi pathway • P450 gene family • 530 manually curated models • ~20,000 NCBI predicted models • MCOT transcriptome v1.1 R. prolixus (red), A. pisum (green) and D. citri (blue) Four clans of P450s, CYP2 (orange), CYP3 (green), CYP4 (red) and mito (blue) clan are shown in the phylogenetic tree.
  • 7. www.citrusgreening.org • 18 students involved • >250 gene models • >30 gene families • 13 gene reports for publication Annotation with Web Apollo Weekly IRSC Annotation Meetings Annotation by undergraduate students Slide: Tom D’elia
  • 8. www.citrusgreening.org Citrusgreening.org https://citrusgreening.org/ Host, Vector and Pathogen(s)  Blast Databases  Genome browser – Jbrowse  Metabolic pathway database  Annotation Editor – Apollo  Psyllid Expression Network (PEN)  FTP site for download Disease background News, Publications, Links Social Media
  • 9. www.citrusgreening.org Metabolic Pathway Database Construction Genes e.g. C. sinensis, D. citri PathoLogic Software Reference Pathway Database (MetaCyc) Reactions Pathways Compounds Gene products Genes Pathway/Genome Database (CitrusCyc, DiaphorinaCyc) Source: Peter Karp (SRI) •Predicts metabolic pathways •Predicts which genes code for missing enzymes in metabolic pathways •Infers transport reactions from transporter names
  • 10. www.citrusgreening.org DiaphorinaCyc cellular overview with RNAseq data Cellular Overview of Diaphorina citri overlaid with RNAseq expression counts Membrane proteins Secretory proteins Membrane proteins Kruse et al. 2017 http://ptools.citrusgreening.org/overviewsWeb/celOv.shtml Pathways: 185 Enzymes: 2855 Transport Reactions: 24 Proteins: 12548 Transporters: 77 Compounds: 1180
  • 11. www.citrusgreening.org Psyllid Expression Network 11 Hosts: C. medica and C. sinensis Treatment: Percoll gradient fractionation Stages: Nymph and adult Conditions: CLas+ and healthy Colored by level of expression Genes correlated with XP_00847050 ATP synthase subunit beta http://pen.sgn.cornell.edu
  • 12. www.citrusgreening.org v1.91 v2.0 REFERENCE v2.0 ALTERNATE Number of contigs 3,681 1,906 1,751 Total bases 596 Mb 498 Mb 79.1 Mb Longest 4.2 Mb 4.2 Mb 760.6 Kb Shortest 1.5 Kb 6 Kb 1.5 Kb Average length 162 Kb 261.7 Kb 45.2 Kb Contig N50 620 Kb 749 Kb 75.1 Kb Ns 5.1 Mb 4.5 Mb 467 Kb 500ng input DNA from single male psyllid Duplicated contigs added to alternate assembly Contiguous assembly with longer contigs Multiple individuals in DNA sample Genome Diaci1.1 Contigs 161,988 Total bases 485 Mb Longest 1 Mb Shortest 201bp Ns 19.3 Mb Scaffold N50: 109,898 bp Contig N50: 34,407bp Illumina assembly Pacbio assembly
  • 13. Gene isoform sequencing (Iso-Seq) Accurate gene models are necessary for targeting assays • Majority of genes are alternatively spliced to produce multiple transcript isoforms. • Iso-Seq generates full-length cDNA sequences (full-length transcripts and gene isoforms). Current MCOT (de novo and genome-based) transcriptome is useful but fragmented Korf 2013
  • 14. www.citrusgreening.org Iso-Seq transcriptome Mapped to D. citri v2.0 Total isoforms: 196,419 Isoseq provides a comprehensive (de novo and genome-based) transcriptome with full-length transcripts and a range of isoforms Counts Number of genes 14,768 (30,562 in MCOT) Number of isoforms 52,223 Average number of isoforms/gene 3.53 N50 2.8 Kb Longest 9.7 Kb Shortest 100 bp 88% 12% 0 20,000 40,000 60,000 80,000 100,000 120,000 140,000 160,000 180,000 200,000 Mapped UnMapped Isoforms
  • 15. Improved genome and annotation will expedite identification of targets for interdiction 15 Genome Pacbio v2.0 Annotation Isoseq Target for interdiction molecules Pathway Databases Expression Networks ……. Host Vector Pathogen
  • 16. www.citrusgreening.org Thank you!!  Improved Asian citrus psyllid genome (v2.0)  New Iso-Seq transcriptome  Metabolic pathway database  Psyllid Expression Network (PEN) Webinar launching the new data sets and related tools on Citrusgreening.org March 5, 2018 Details coming soon!! @Citrusgreening https://www.facebook.com/citrusgreening @SahaSurya