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Endosymbiont hunting in the
metagenome of Asian citrus psyllid
(Diaphorina citri)
Surya Saha1, Wayne B. Hunter 2 and
Magdalen Lindeberg 1Magdalen Lindeberg
1 Department of Plant Pathology and Plant-Microbe Biology, Cornell
University, Ithaca, NY, USA, 2 USDA-ARS, US Horticultural Research Lab, Fort
Peirce, FL, USA
SFAF 2012, Santa Fe
HLB found in Florida
2005
Worldwide distribution of Citrus
Greening/Huanglongbing
1st scientific
report of HLB in
China – 1919
SFAF 2012, Santa Fe
What is the impact of this disease?
Citrus – a 9.3 billion dollar industry in Florida and 1.2 billion dollars in California
• Leave agricultural practices unchanged - significant loss of production
• Begin expensive , labor intensive controls - increase cost of production
healthy infectedIncreased cost of citrus products for consumers
SFAF 2012, Santa Fe
What is known so far?
The causal agent:
How it spreads:
All evidence points to the bacterium
Ca. Liberibacter asiaticus
Vectored by Asian citrus psyllid (ACP)
How to control it:
Kill the pathogen
Limit spread of the insect
Limit the spread of infected plants
Resistant host plants
Complicated by unusual biology
SFAF 2012, Santa Fe
The causal agent:
Ca. Liberibacter asiaticus
• 1.2 Mb reduced genome
• Florida strain sequenced
Ca. Liberibacter asiaticus in citrus phloem cells
Complications:
• Cannot be cultured making experimental characterization very
difficult
• Until recently was on the select agent list adding to the difficulties
of experimental characterization
• How it causes disease is not clear
SFAF 2012, Santa Fe
How it gets around:
Ca. Liberibacter asiaticus is vectored by
Asian Citrus Psyllid
Insect transmission greatly enhancesInsect transmission greatly enhances
potential for rapid long distance spread
Psyllid feeds on many members of the citrus family
Once infected, each plant becomes a disease reservoir from
which uninfected psyllids can pick up bacteria
SFAF 2012, Santa Fe
Overview
• Citrus Greening website
• Ca. Liberibacter asiaticus annotation
• Asian citrus psyllid (ACP)
• Genome assembly
• Transcriptome mining for transgenic plants• Transcriptome mining for transgenic plants
• Host-endophyte metagenomics
• Symbionts of ACP
• Endophytic populations of Maize
• Pseudomonas syringae pathogen genomics
• T1-like strain
• Pseudomonas viridiflava
SFAF 2012, Santa Fe
Citrus Greening website
Community resource
Genome browser
Genome annotation
Transcription factors and
binding sites
Subcellular localization of
proteins
RpoH
(heat)
RirA
(iron)
RpoD
(primary)
SFAF 2012, Santa Fe
Price 2007
ACP gene hunting for transgenic plants
Distrupt the osmotic balance of phloem
feeding Hemipterans
Mining for osmoregulatory genes in ACP
Targeted denovo transcriptome Price 2007
assembly
Potato psyllid
White fly
Peach-potato aphid
RNAi-mediated knockdown of osmoregulatory genes
Angela Douglas
SFAF 2012, Santa Fe
ACP genome assembly
Sample from Florida
Illumina sequencing
Paired end reads (37 Gb)
Mate-pair read libraries
2k (8.7 Gb)
5k (7.5 Gb)
psyllid.org
5k (7.5 Gb)
10k (7.1 Gb)
~400 Mb genome
180X coverage
Draft assembly analysis
Gene finding
Repeat identification
Second round of sequencing with Pacific
biosciences underway
Wayne Hunter
Cliff Han
SFAF 2012, Santa Fe
Liberibacter
Big picture for molecular interactions
Could lead to identification of
metabolically complementary
bacteria for co-culturing with
Liberibacter
psyllid citrus
SFAF 2012, Santa Fe
Why endosymbionts?
Significant impact on diverse host
processes
Nutritional status
Reproduction
Lifespan
Resistance to insecticides
Means to explore population dynamics
and relatedness to other isolatesand relatedness to other isolates
Known examples of highly-evolved
host-symbiont relationship
Buchnera and Aphids
Psyllid microbiome diversity
10 bacteria reported in ACP (Florida)
5 additional bacteria reported in
closely related potato psyllid (B.
cockerelli)
Buchnera-derived essential
amino acids supporting the
growth of pea aphid larvae.
[ Gündüz and Douglas 2009]
SFAF 2012, Santa Fe
Candidate endosymbionts
Description Length (bp) Coverage
Length
(bp)
Klebsiella variicola At-22 chromosome, complete
genome 5,458,505 1.144% 307,111
Salmonella enterica subsp. enterica serovar Typhi str.
Ty2 chromosome, complete genome 4,791,961 1.266% 464,747
Staphylococcus epidermidis ATCC 12228
chromosome, complete genome 2,499,279 3.077% 60,415
Acidovorax avenae subsp. avenae ATCC 19860
Why Wolbachia?
Known obligate association with up to 16% of insects
species
Positive correlation of titer with Ca. liberibacer asiaticusAcidovorax avenae subsp. avenae ATCC 19860
chromosome, complete genome 5,482,170 0.473% 71,218
Acinetobacter sp. DR1 chromosome,complete
genome 4,152,543 2.763% 102,446
Herbaspirillum seropedicae SmR1 chromosome,
complete genome 5,513,887 0.949% 23,509
Wolbachia endosymbiont of Culex quinquefasciatus
Pel, complete genome 1,482,455 86.787% 1,140,899
Methylibium petroleiphilum PM1 chromosome,
complete genome 4,044,195 0.318% 20,107
Positive correlation of titer with Ca. liberibacer asiaticus
Associated with Cytoplasmic Incompatibility in hosts
Used for vector control in dengue fever
SFAF 2012, Santa Fe
Read capture using baits
Wolbachia endosymbiont of Drosophila melanogaster
Wolbachia endosymbiont of Culex quinquefasciatus Pel (wPip)
Wolbachia sp. wRi
Wolbachia endosymbiont strain TRS of Brugia malayi
Dataset Total (bp) 100% 90% 85%
SFAF 2012, Santa Fe
Paired-end 33,708,218,600 127,335,000 228,893,000 237,906,000
Mate-pair 2k 7,020,642,800 11,200 45,200 63,000
Mate-pair 5k 6,000,789,600 10,000 43,000 66,800
Mate-pair 10k 7,307,423,600 2,895,000 4,427,600 4,909,000
Results of mining putative wACP reads from the ACP metagenome
Assembler Contigs N50
Contigs >
1k
Length of
Contigs >
40k
VelvetOptimizer
(n50, 83 mer)
111 79935 53 807171
VelvetOptimizer
(n50/tbp, 95 mer)
118 84957 25 744357
MIRA3 167 23068 105 247976
Annotation
0 1000 2000
Total CDS
RNA
Functional - shared with wPip
Functional - wPip alone
Functional - not in wPip
wPip
MIRA3
VelvetOptimizer (n50/tbp, 95 mer)
VelvetOptimizer (n50, 83 mer)
Workflow
VelvetOptimizer (n50, 83 mer)
Scaffolding
Description Contigs Longest N50
Contigs >
1k
SOPRA / wACP2 101 89608 41594 77
Minimus2 /
wACP1
99 106898 41594 76
Minimus2 /
wACP3
104 206691 52418 66
wACP1 wACP2 wACP3
Total CDS 1176 1190 1183
RNA 36 36 36
Functional - shared
with wPip
608 610 608
Functional - wPip
alone
24 23 24
Functional - not in
wPip
23 22 23
Functional
annotation
using RAST
SFAF 2012, Santa Fe
Arranging
scaffolds
using wPip as
reference
Functional
subsystems
identified in
wACP using
RAST
SFAF 2012, Santa Fe
Wolbachia wPip endosymbiont of Culex quinquefasciatus Pel
Wolbachia sp. wRi
Wolbachia endosymbiont strain TRS of Brugia malayi
0
200
400
600
800
1000
1200
1400
Total proteins
Core
Core
OrthoMCL analysis of pan-proteome
Core / Core paralogous
Shared / Shared paralogous
Lineage specific
660 core protein clusters per Wolbachia genome
659 core protein cluster representatives found in wACP
Missing core cluster consists entirely of hypotheticals
32 lineage specific genes in wACP w.r.t. wPip
All have unknown function
11 have homologs in other endosymbionts of mosquito
Wolbachia endosymbiont of Drosophila melanogaster
Core
paralogous
Shared
Shared
paralogous Lineage
specific Lineage
specific
paralogous
SFAF 2012, Santa Fe
Ankyrin domain proteins
Tandemly arranged 33 residue repeats
Sufficiently divergent at nucleotide level to allow assembly
Candidate for host protein manipulation
wACP ankyrin repetoire
54 predicted proteins contain ankyrin domain
34 have close homologs in wPip
pk2 group of ankyrin proteins presentpk2 group of ankyrin proteins present
Cytoplasmic incompatibility in Culex
Feminization in isopods
Type IV secretion system
2 cluster arrangement of Type IV genes
Widely conserved in Wolbachia and present in wACP
SFAF 2012, Santa Fe
Comparative phylogeny of wACP
USA populations
formed a separate
clade from fourclade from four
wACP populations
from China.
SFAF 2012, Santa Fe
Conclusions
Targeted genome reconstruction strategy for
endosymbionts
Read mapping approach for candidate endophytes
Recommendations
MIRA3 produced more fragmented but qualitativelyMIRA3 produced more fragmented but qualitatively
better assemblies than Velvet
SOPRA and SSPACE are effective for scaffolding when
coupled with Minimus2
Caveats
Missing lineage specific regions
Low throughput method
SFAF 2012, Santa Fe
Acknowledgements
Magdalen Lindeberg
Cornell University
Dave Schneider
USDA-ARS, Ithaca
Citrus greening / Wolbachia (wACP)
Asian Citrus Psyllid genome
• Wayne Hunter
• Cliff Han
• Goutam Gupta
• Olga Chertkov
• Justin Reese
• Brandi Cantarel
Asian Citrus Psyllid transcriptomicsPseudomonas pathogens
• Alan Collmer
Funding
Meta-Maize
• Rebecca Nelson
• Alice Churchill
• Santiago Mideros
• Laura Morales
• Angela Douglas
• Xiangfeng Jing
• Alan Collmer
• Greg Martin
• Chris Smart
• Lisa Jones
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Endosymbiont hunting in the metagenome of Asian citrus psyllid (Diaphorina citri)

  • 1. Endosymbiont hunting in the metagenome of Asian citrus psyllid (Diaphorina citri) Surya Saha1, Wayne B. Hunter 2 and Magdalen Lindeberg 1Magdalen Lindeberg 1 Department of Plant Pathology and Plant-Microbe Biology, Cornell University, Ithaca, NY, USA, 2 USDA-ARS, US Horticultural Research Lab, Fort Peirce, FL, USA SFAF 2012, Santa Fe
  • 2. HLB found in Florida 2005 Worldwide distribution of Citrus Greening/Huanglongbing 1st scientific report of HLB in China – 1919 SFAF 2012, Santa Fe
  • 3. What is the impact of this disease? Citrus – a 9.3 billion dollar industry in Florida and 1.2 billion dollars in California • Leave agricultural practices unchanged - significant loss of production • Begin expensive , labor intensive controls - increase cost of production healthy infectedIncreased cost of citrus products for consumers SFAF 2012, Santa Fe
  • 4. What is known so far? The causal agent: How it spreads: All evidence points to the bacterium Ca. Liberibacter asiaticus Vectored by Asian citrus psyllid (ACP) How to control it: Kill the pathogen Limit spread of the insect Limit the spread of infected plants Resistant host plants Complicated by unusual biology SFAF 2012, Santa Fe
  • 5. The causal agent: Ca. Liberibacter asiaticus • 1.2 Mb reduced genome • Florida strain sequenced Ca. Liberibacter asiaticus in citrus phloem cells Complications: • Cannot be cultured making experimental characterization very difficult • Until recently was on the select agent list adding to the difficulties of experimental characterization • How it causes disease is not clear SFAF 2012, Santa Fe
  • 6. How it gets around: Ca. Liberibacter asiaticus is vectored by Asian Citrus Psyllid Insect transmission greatly enhancesInsect transmission greatly enhances potential for rapid long distance spread Psyllid feeds on many members of the citrus family Once infected, each plant becomes a disease reservoir from which uninfected psyllids can pick up bacteria SFAF 2012, Santa Fe
  • 7. Overview • Citrus Greening website • Ca. Liberibacter asiaticus annotation • Asian citrus psyllid (ACP) • Genome assembly • Transcriptome mining for transgenic plants• Transcriptome mining for transgenic plants • Host-endophyte metagenomics • Symbionts of ACP • Endophytic populations of Maize • Pseudomonas syringae pathogen genomics • T1-like strain • Pseudomonas viridiflava SFAF 2012, Santa Fe
  • 8. Citrus Greening website Community resource Genome browser Genome annotation Transcription factors and binding sites Subcellular localization of proteins RpoH (heat) RirA (iron) RpoD (primary) SFAF 2012, Santa Fe
  • 9. Price 2007 ACP gene hunting for transgenic plants Distrupt the osmotic balance of phloem feeding Hemipterans Mining for osmoregulatory genes in ACP Targeted denovo transcriptome Price 2007 assembly Potato psyllid White fly Peach-potato aphid RNAi-mediated knockdown of osmoregulatory genes Angela Douglas SFAF 2012, Santa Fe
  • 10. ACP genome assembly Sample from Florida Illumina sequencing Paired end reads (37 Gb) Mate-pair read libraries 2k (8.7 Gb) 5k (7.5 Gb) psyllid.org 5k (7.5 Gb) 10k (7.1 Gb) ~400 Mb genome 180X coverage Draft assembly analysis Gene finding Repeat identification Second round of sequencing with Pacific biosciences underway Wayne Hunter Cliff Han SFAF 2012, Santa Fe
  • 11. Liberibacter Big picture for molecular interactions Could lead to identification of metabolically complementary bacteria for co-culturing with Liberibacter psyllid citrus SFAF 2012, Santa Fe
  • 12. Why endosymbionts? Significant impact on diverse host processes Nutritional status Reproduction Lifespan Resistance to insecticides Means to explore population dynamics and relatedness to other isolatesand relatedness to other isolates Known examples of highly-evolved host-symbiont relationship Buchnera and Aphids Psyllid microbiome diversity 10 bacteria reported in ACP (Florida) 5 additional bacteria reported in closely related potato psyllid (B. cockerelli) Buchnera-derived essential amino acids supporting the growth of pea aphid larvae. [ Gündüz and Douglas 2009] SFAF 2012, Santa Fe
  • 13. Candidate endosymbionts Description Length (bp) Coverage Length (bp) Klebsiella variicola At-22 chromosome, complete genome 5,458,505 1.144% 307,111 Salmonella enterica subsp. enterica serovar Typhi str. Ty2 chromosome, complete genome 4,791,961 1.266% 464,747 Staphylococcus epidermidis ATCC 12228 chromosome, complete genome 2,499,279 3.077% 60,415 Acidovorax avenae subsp. avenae ATCC 19860 Why Wolbachia? Known obligate association with up to 16% of insects species Positive correlation of titer with Ca. liberibacer asiaticusAcidovorax avenae subsp. avenae ATCC 19860 chromosome, complete genome 5,482,170 0.473% 71,218 Acinetobacter sp. DR1 chromosome,complete genome 4,152,543 2.763% 102,446 Herbaspirillum seropedicae SmR1 chromosome, complete genome 5,513,887 0.949% 23,509 Wolbachia endosymbiont of Culex quinquefasciatus Pel, complete genome 1,482,455 86.787% 1,140,899 Methylibium petroleiphilum PM1 chromosome, complete genome 4,044,195 0.318% 20,107 Positive correlation of titer with Ca. liberibacer asiaticus Associated with Cytoplasmic Incompatibility in hosts Used for vector control in dengue fever SFAF 2012, Santa Fe
  • 14. Read capture using baits Wolbachia endosymbiont of Drosophila melanogaster Wolbachia endosymbiont of Culex quinquefasciatus Pel (wPip) Wolbachia sp. wRi Wolbachia endosymbiont strain TRS of Brugia malayi Dataset Total (bp) 100% 90% 85% SFAF 2012, Santa Fe Paired-end 33,708,218,600 127,335,000 228,893,000 237,906,000 Mate-pair 2k 7,020,642,800 11,200 45,200 63,000 Mate-pair 5k 6,000,789,600 10,000 43,000 66,800 Mate-pair 10k 7,307,423,600 2,895,000 4,427,600 4,909,000 Results of mining putative wACP reads from the ACP metagenome
  • 15. Assembler Contigs N50 Contigs > 1k Length of Contigs > 40k VelvetOptimizer (n50, 83 mer) 111 79935 53 807171 VelvetOptimizer (n50/tbp, 95 mer) 118 84957 25 744357 MIRA3 167 23068 105 247976 Annotation 0 1000 2000 Total CDS RNA Functional - shared with wPip Functional - wPip alone Functional - not in wPip wPip MIRA3 VelvetOptimizer (n50/tbp, 95 mer) VelvetOptimizer (n50, 83 mer) Workflow VelvetOptimizer (n50, 83 mer) Scaffolding Description Contigs Longest N50 Contigs > 1k SOPRA / wACP2 101 89608 41594 77 Minimus2 / wACP1 99 106898 41594 76 Minimus2 / wACP3 104 206691 52418 66 wACP1 wACP2 wACP3 Total CDS 1176 1190 1183 RNA 36 36 36 Functional - shared with wPip 608 610 608 Functional - wPip alone 24 23 24 Functional - not in wPip 23 22 23 Functional annotation using RAST SFAF 2012, Santa Fe
  • 17. Wolbachia wPip endosymbiont of Culex quinquefasciatus Pel Wolbachia sp. wRi Wolbachia endosymbiont strain TRS of Brugia malayi 0 200 400 600 800 1000 1200 1400 Total proteins Core Core OrthoMCL analysis of pan-proteome Core / Core paralogous Shared / Shared paralogous Lineage specific 660 core protein clusters per Wolbachia genome 659 core protein cluster representatives found in wACP Missing core cluster consists entirely of hypotheticals 32 lineage specific genes in wACP w.r.t. wPip All have unknown function 11 have homologs in other endosymbionts of mosquito Wolbachia endosymbiont of Drosophila melanogaster Core paralogous Shared Shared paralogous Lineage specific Lineage specific paralogous SFAF 2012, Santa Fe
  • 18. Ankyrin domain proteins Tandemly arranged 33 residue repeats Sufficiently divergent at nucleotide level to allow assembly Candidate for host protein manipulation wACP ankyrin repetoire 54 predicted proteins contain ankyrin domain 34 have close homologs in wPip pk2 group of ankyrin proteins presentpk2 group of ankyrin proteins present Cytoplasmic incompatibility in Culex Feminization in isopods Type IV secretion system 2 cluster arrangement of Type IV genes Widely conserved in Wolbachia and present in wACP SFAF 2012, Santa Fe
  • 19. Comparative phylogeny of wACP USA populations formed a separate clade from fourclade from four wACP populations from China. SFAF 2012, Santa Fe
  • 20. Conclusions Targeted genome reconstruction strategy for endosymbionts Read mapping approach for candidate endophytes Recommendations MIRA3 produced more fragmented but qualitativelyMIRA3 produced more fragmented but qualitatively better assemblies than Velvet SOPRA and SSPACE are effective for scaffolding when coupled with Minimus2 Caveats Missing lineage specific regions Low throughput method SFAF 2012, Santa Fe
  • 21. Acknowledgements Magdalen Lindeberg Cornell University Dave Schneider USDA-ARS, Ithaca Citrus greening / Wolbachia (wACP) Asian Citrus Psyllid genome • Wayne Hunter • Cliff Han • Goutam Gupta • Olga Chertkov • Justin Reese • Brandi Cantarel Asian Citrus Psyllid transcriptomicsPseudomonas pathogens • Alan Collmer Funding Meta-Maize • Rebecca Nelson • Alice Churchill • Santiago Mideros • Laura Morales • Angela Douglas • Xiangfeng Jing • Alan Collmer • Greg Martin • Chris Smart • Lisa Jones