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Robert D. Havener Seminar:
CIAT, September 14, 2017
“Innovations for
Crop Productivity”
Pieces of the phytobiome:
CIAT
September 14, 2017
Multitrophic and environmental
influences on plant health
Jan E. Leach
Colorado State University
Phytobiomes are complex
Phytobiome:
• The interaction of the
environment and
living organisms that
influence or are
influenced by plants
Plant Microbiome:
• The dynamic
community of
microbes associated
with plants
Phytobiome
It’s
bacteria!
It’s a
SYSTEM!!!
Embrace complexity!
Communication among phytobiome
members Leach et al. 2017 Cell
Achieve sustainable crop productivity
through a systems-level understanding
of diverse interacting components
INTERNATIONAL ALLIANCE
FOR PHYTOBIOMESRESEARCH
For More Information:
www.phytobiomesalliance.org
Kellye Eversole
eversole@eversoleassociates.com
Phytobiomes Alliance Goals
Identify research gaps and
help coordinate projects to
address those gaps
Establish national, international,
and multi-national public-private
projects and networks
www.phytobiomesalliance.org
Two phytobiome stories:
What is the impact of
high temperature on
plant-microbe
interactions?
Do microbes
facilitate aphid
virulence to plants?
In the phytobiome, biotic and abiotic
stresses impact plant health
Temperature Stress
Drought
Salinity
Nutrient Stress
Abiotic Stresses Biotic Stresses
Pathogen Attack
Pest Attack
Competition
…and those stresses are usually
simultaneous
Heat Stress Heat Tolerance
Pathogen Attack Disease Resistance
Disease
“Warming in the climate system is
unequivocal…..”
International Panel on Climate Change
IPCC 2007, Climate
Change Synthesis Report
Battisti and Naylor, 2009. Science
Colorado burning: 2010-2012
Colorado flooding: 2013 & 2015
“Warming in the climate system is unequivocal…..”
International Panel on Climate Change (2007)
“For the major crops (wheat, rice, and maize) in
tropical and temperate regions, climate change
without adaptation is projected to negatively impact
production ….“
Intergovernmental Panel on Climate Change, 2014
(http://www.ipcc.ch/report/ar5/)
Rice production is negatively
affected by high temperatures
PNAS 2004 101:9971-9975
PNAS 2010 107:14562-7
Nature Climate Change
2012 3:288-291
In
Rice yield ↓
CH4 ↑
Increasing
temperatures:
Rice bacterial blight disease pressure
increases with increasing temperature
• High BB disease in hot
season; little disease in
cool season
• Longer BB lesions at high
than low temperature
regimes in controlled
environments
HT
LT
HT
LT
IR24 (no R gene)
Xoo
PXO145
35°C day/29°C night = High
29°C day/21°C night = Low
What is the influence of
high temperatures on
resistance to BB disease?
Most sources of resistance to bacterial
blight of rice are single R genes
Over 30 R genes identified
Most rice BB resistance genes lose efficacy
at high temperatures
Webb et al., 2010;
Balidion et al., unpubl.
0.5
1.5
2.5
3.5
Xa3 Xa4 xa5 Xa7 Xa10
Lesionlength(cm)
35°C day/29°C night HIGH
a
b
a
b
a
b b
a a a
29°C day/21°C night LOW
Rice bacterial blight resistance gene
EXCEPT Xa7
Why are plants more susceptible to
bacterial blight at high temperatures?
Cohen et al. submitted
Why is resistance gene Xa7 more effective
at high temperatures?
RNASeq analysis
Temperature Regimes (day/night)
High = 35/29° C ; Low = 29/23° C
IRBB61 (Xa7)
3, 12 & 24 hpi
Impact of high temperatures on disease
and resistance
72 h post-inoculation
Cohen et al. submitted
9
5
8
6
7
log10CFU/leaf
Hours post-inoculation
0 48
a a
b
c
a a
a
a
XoX11-5A
(emptyvector)
XoX11-5A
(avrXa7)
Rice abscisic acid (ABA) responsive genes are
upregulated at high temperatures
log2 fold change High Temp relative to Normal Temp
kerneldensityestimate
Mock treated
ABA biosynthetic and downstream genes
Cohen et al. submitted
Abscisic acid, thermotolerance, and
disease
• ABA is important for plant adaptation to abiotic stresses
• ABA is generally antagonistic to salicylic acid in rice1,2
• ABA treatment leads to increased BB disease severity3
ABA
Abiotic
Stress
Adaptation
to stress
SAResistance
Biotroph
attack
1Jiang CJ et al. 2010. MPMI; 2Meguro & Sato 2014. Sci Rep; 3Xu J et al. 2013. PLoS ONE.
What is the relationship of the
ABA response, high
temperature, BB disease, and
Xa7-mediated resistance?
ABA responsive genes are upregulated by high
temperature during susceptible interactions
kerneldensityestimate
Mock treated
Susceptible
(no Xa7-avrXa7
interaction)
ABA responsive genes
Cohen et al. Submitted
log2 fold change High Temp relative to Normal Temp
ABA responsive genes are downregulated by
high temperature during resistant interactions
kerneldensityestimate
Mock treated
Susceptible
interaction
ABA responsive genes
Resistant
(Xa7-avrXa7
interaction)
log2 fold change High Temp relative to Normal Temp
Cohen et al. submitted
ABA responsive element (ABRE)-like motif is
enriched in promoters of genes differentially
regulated by high temperature
Cohen et al. submitted; ABRE motif from Gómez-Porras et al. 2007.
ABRE
Novel motif
Upregulated in susceptible interaction
Downregulated in resistant interaction
Enriched in promoters of genes:
Summary (part 1):
• ABA biosynthetic and responsive genes :
– Are activated by both heat and combined heat and disease stresses
– Are suppressed by Xa7- mediated resistant interactions at high
temperature
– Contain a novel motif, similar to the ABRE, in their promoters: related to
high temperature responsiveness
• H0: ABA is an important node for cross-talk between plant
response pathways to high temperature and stress and
pathogen attack
Why do we care?
• Identify/create sources of resistance that are effective and durable at high
temperatures
• Facilitate planning/breeding for sustainable crop production under
conditions of increasing global temperatures
Do microbes facilitate insect
feeding on plants?
Embracing the complexity!
Who’s in the Phytobiome?
Who’s in
Whoville?
Tripartite interactions:
Insects-microbes-plants
• Bacteria associated with the
Colorado potato beetle
manipulate plant defenses
to facilitate beetle feeding
• Microbiome composition
differs if larvae are raised on
different plant hosts
• Different microbiome
composition affects ability
of larvae to manipulate
plant defense
S-H Chung et al. 2013 PNAS; 2017 Sci Reps
Aphids use stylets to probe/feed:
https://vimeo.com/64269766
By Kimberly Falk
Russian wheat aphid salivary proteome
contains no known effectors
Luna, Van Eck, Campillo et al., in prep
Russian wheat aphid salivary proteome
99% bacterial proteins!
Luna, Van Eck, Campillo et al., in prep
Aphid stylets harbor bacteria
Luna et al. unpubl.
http://www.plantphysiol.org/co
ntent/158/4/F1.medium.gif
Diets
Aphids
Bacteria isolated from aphids, saliva
(diets) and infested leaves
Leaves
Enterobacteriacae
Moraxellaceae
0.05
Bacteria isolated from aphids, saliva and infested
leaves match proteome predictions
Predicted bacterial genera
in salivary proteome
• Do bacteria associated
with Russian wheat aphid
enhance aphid virulence
to wheat?
Aphids-Bacteria-Plants
Luna et al., in review
Abducted aphid babies:
Fewer bacteria than mom
Clean Dirty DirtyClean
Clean aphids = less bacteria
Log10(CFU/ml)
Luna et al. in prep
Dirty aphid microbiome: more diverse and
more Enterobacteriacea and Moraxellaceae
Bifidobacteriaceae
Prevotellaceae
Weeksellaceae
ChitinophagaceaeRuminococcaceae
Caulobacteraceae
Rhodobacteraceae
Acetobacteraceae
Sphingomonadaceae
Aeromonadaceae
Enterobacteriaceae
(Buchnera)_
Enterobacteriaceae
(non-Buchnera)
Moraxellaceae
Pseudomonadaceae
Brevibacteriaceae
Weeksellaceae
Streptococcaceae
Lachnospiraceae
Ruminococcaceae
Veillonellaceae
Caulobacteraceae
Methylobacteriace
ae
Moraxellaceae
Enterobacteriaceae
(Buchnera)
Other
Dirty aphids
Clean aphids
• Buchnera dominates
• Dirty aphid microbiome
more diverse & enriched
in Enterobacteriaceae
and Moraxellaceae
Clean Dirty
DirtyClean Clean
Aphid num
Chloroticleafarea(%)
Totalaphidnumber
Clean aphids = less chlorosis
*
‘Clean’ aphids cause less damage to
wheat than ‘Dirty’ aphids!
Luna et al. in prep
Are RWA bacterial associates virulent
to wheat?
• Bacteria do not cause disease symptoms
(water-soaking, chlorosis, etc) or HR when
infiltrated into wheat leaves
Erwinia sp.
Pantoea sp.
Arthrobacter sp.
Water
Enterobacter sp.
E. coli
How do bacteria facilitate aphid virulence?
Transcriptome analysis
Salicylic acid (SA)Jasmonic acid (JA)
log2 fold change
-8 80 4-4
Top: 5 h
Bottom: 48 h
Luna et al. in prep
By 5 h, both JA and SA
genes are induced
48 h, JA down and SA
genes still induced
• Consistent with the SA pathway being
antagonistic to the JA pathway
Dirty aphidsClean aphidsUntreated plants
ng/gFWSA
ng/gFWJA
Trend for lower JA at 48 h
Bacteria contribute to induction of SA
How do bacteria facilitate aphid
feeding/virulence?
Luna et al., in prep
Clean aphids induce less SA than dirty
• H0 : Bacteria associated with
Russian wheat aphid
manipulate plant defenses to
enhance aphid virulence
Managing the phytobiome to control
plant pests
Luna et al. in prep
Phytobiome knowledge can guide
management strategies
• Should breeding programs/treatment regimes target
the bacteria rather than the insect?
• Can the wheat leaf microbiome be altered to protect
plants from aphid feeding?
• Have Russian wheat aphids evolved to ‘rely’ on
bacterial effectors for virulence?
Embrace the complexity!
Pieces of the phytobiome:
Leach Lab members
Emily Luna
Tony Campillo
Leon van Eck
Stephen Cohen
Rene Corral
Hongxia Liu
CSU Insectary
Jeff Rudolph
Frank Peairs
Collaborators
Cris Argueso
Paul Ode
Anna-Maria Botha
Michelle Cilia
Nora Lapitan
Ned Tisserat
Valerie Verdier
Casiana Vera Cruz
Electron Microscopy
Kim Vanderpool
INTERNATIONAL ALLIANCE
FOR PHYTOBIOMESRESEARCH
For More Information:
www.phytobiomesalliance.org
Kellye Eversole
eversole@eversoleassociates.com

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Pieces of the phytobiome: multitrophic and environmental influences on plant health. Jan Leach

  • 1. Robert D. Havener Seminar: CIAT, September 14, 2017 “Innovations for Crop Productivity”
  • 2. Pieces of the phytobiome: CIAT September 14, 2017 Multitrophic and environmental influences on plant health Jan E. Leach Colorado State University
  • 3. Phytobiomes are complex Phytobiome: • The interaction of the environment and living organisms that influence or are influenced by plants Plant Microbiome: • The dynamic community of microbes associated with plants Phytobiome
  • 5. Communication among phytobiome members Leach et al. 2017 Cell
  • 6. Achieve sustainable crop productivity through a systems-level understanding of diverse interacting components
  • 7. INTERNATIONAL ALLIANCE FOR PHYTOBIOMESRESEARCH For More Information: www.phytobiomesalliance.org Kellye Eversole eversole@eversoleassociates.com
  • 8. Phytobiomes Alliance Goals Identify research gaps and help coordinate projects to address those gaps Establish national, international, and multi-national public-private projects and networks www.phytobiomesalliance.org
  • 9. Two phytobiome stories: What is the impact of high temperature on plant-microbe interactions? Do microbes facilitate aphid virulence to plants?
  • 10. In the phytobiome, biotic and abiotic stresses impact plant health Temperature Stress Drought Salinity Nutrient Stress Abiotic Stresses Biotic Stresses Pathogen Attack Pest Attack Competition
  • 11. …and those stresses are usually simultaneous Heat Stress Heat Tolerance Pathogen Attack Disease Resistance Disease
  • 12. “Warming in the climate system is unequivocal…..” International Panel on Climate Change IPCC 2007, Climate Change Synthesis Report Battisti and Naylor, 2009. Science
  • 13. Colorado burning: 2010-2012 Colorado flooding: 2013 & 2015 “Warming in the climate system is unequivocal…..” International Panel on Climate Change (2007) “For the major crops (wheat, rice, and maize) in tropical and temperate regions, climate change without adaptation is projected to negatively impact production ….“ Intergovernmental Panel on Climate Change, 2014 (http://www.ipcc.ch/report/ar5/)
  • 14. Rice production is negatively affected by high temperatures PNAS 2004 101:9971-9975 PNAS 2010 107:14562-7 Nature Climate Change 2012 3:288-291 In Rice yield ↓ CH4 ↑ Increasing temperatures:
  • 15. Rice bacterial blight disease pressure increases with increasing temperature • High BB disease in hot season; little disease in cool season • Longer BB lesions at high than low temperature regimes in controlled environments HT LT HT LT IR24 (no R gene) Xoo PXO145 35°C day/29°C night = High 29°C day/21°C night = Low What is the influence of high temperatures on resistance to BB disease?
  • 16. Most sources of resistance to bacterial blight of rice are single R genes Over 30 R genes identified
  • 17. Most rice BB resistance genes lose efficacy at high temperatures Webb et al., 2010; Balidion et al., unpubl. 0.5 1.5 2.5 3.5 Xa3 Xa4 xa5 Xa7 Xa10 Lesionlength(cm) 35°C day/29°C night HIGH a b a b a b b a a a 29°C day/21°C night LOW Rice bacterial blight resistance gene EXCEPT Xa7
  • 18. Why are plants more susceptible to bacterial blight at high temperatures? Cohen et al. submitted Why is resistance gene Xa7 more effective at high temperatures? RNASeq analysis Temperature Regimes (day/night) High = 35/29° C ; Low = 29/23° C IRBB61 (Xa7) 3, 12 & 24 hpi
  • 19. Impact of high temperatures on disease and resistance 72 h post-inoculation Cohen et al. submitted 9 5 8 6 7 log10CFU/leaf Hours post-inoculation 0 48 a a b c a a a a XoX11-5A (emptyvector) XoX11-5A (avrXa7)
  • 20. Rice abscisic acid (ABA) responsive genes are upregulated at high temperatures log2 fold change High Temp relative to Normal Temp kerneldensityestimate Mock treated ABA biosynthetic and downstream genes Cohen et al. submitted
  • 21. Abscisic acid, thermotolerance, and disease • ABA is important for plant adaptation to abiotic stresses • ABA is generally antagonistic to salicylic acid in rice1,2 • ABA treatment leads to increased BB disease severity3 ABA Abiotic Stress Adaptation to stress SAResistance Biotroph attack 1Jiang CJ et al. 2010. MPMI; 2Meguro & Sato 2014. Sci Rep; 3Xu J et al. 2013. PLoS ONE. What is the relationship of the ABA response, high temperature, BB disease, and Xa7-mediated resistance?
  • 22. ABA responsive genes are upregulated by high temperature during susceptible interactions kerneldensityestimate Mock treated Susceptible (no Xa7-avrXa7 interaction) ABA responsive genes Cohen et al. Submitted log2 fold change High Temp relative to Normal Temp
  • 23. ABA responsive genes are downregulated by high temperature during resistant interactions kerneldensityestimate Mock treated Susceptible interaction ABA responsive genes Resistant (Xa7-avrXa7 interaction) log2 fold change High Temp relative to Normal Temp Cohen et al. submitted
  • 24. ABA responsive element (ABRE)-like motif is enriched in promoters of genes differentially regulated by high temperature Cohen et al. submitted; ABRE motif from Gómez-Porras et al. 2007. ABRE Novel motif Upregulated in susceptible interaction Downregulated in resistant interaction Enriched in promoters of genes:
  • 25. Summary (part 1): • ABA biosynthetic and responsive genes : – Are activated by both heat and combined heat and disease stresses – Are suppressed by Xa7- mediated resistant interactions at high temperature – Contain a novel motif, similar to the ABRE, in their promoters: related to high temperature responsiveness • H0: ABA is an important node for cross-talk between plant response pathways to high temperature and stress and pathogen attack Why do we care? • Identify/create sources of resistance that are effective and durable at high temperatures • Facilitate planning/breeding for sustainable crop production under conditions of increasing global temperatures
  • 26. Do microbes facilitate insect feeding on plants? Embracing the complexity!
  • 27. Who’s in the Phytobiome? Who’s in Whoville?
  • 28. Tripartite interactions: Insects-microbes-plants • Bacteria associated with the Colorado potato beetle manipulate plant defenses to facilitate beetle feeding • Microbiome composition differs if larvae are raised on different plant hosts • Different microbiome composition affects ability of larvae to manipulate plant defense S-H Chung et al. 2013 PNAS; 2017 Sci Reps
  • 29. Aphids use stylets to probe/feed: https://vimeo.com/64269766 By Kimberly Falk
  • 30. Russian wheat aphid salivary proteome contains no known effectors Luna, Van Eck, Campillo et al., in prep
  • 31. Russian wheat aphid salivary proteome 99% bacterial proteins! Luna, Van Eck, Campillo et al., in prep
  • 32. Aphid stylets harbor bacteria Luna et al. unpubl. http://www.plantphysiol.org/co ntent/158/4/F1.medium.gif
  • 33. Diets Aphids Bacteria isolated from aphids, saliva (diets) and infested leaves Leaves Enterobacteriacae Moraxellaceae
  • 34. 0.05 Bacteria isolated from aphids, saliva and infested leaves match proteome predictions Predicted bacterial genera in salivary proteome
  • 35. • Do bacteria associated with Russian wheat aphid enhance aphid virulence to wheat? Aphids-Bacteria-Plants Luna et al., in review
  • 36. Abducted aphid babies: Fewer bacteria than mom Clean Dirty DirtyClean Clean aphids = less bacteria Log10(CFU/ml) Luna et al. in prep
  • 37. Dirty aphid microbiome: more diverse and more Enterobacteriacea and Moraxellaceae Bifidobacteriaceae Prevotellaceae Weeksellaceae ChitinophagaceaeRuminococcaceae Caulobacteraceae Rhodobacteraceae Acetobacteraceae Sphingomonadaceae Aeromonadaceae Enterobacteriaceae (Buchnera)_ Enterobacteriaceae (non-Buchnera) Moraxellaceae Pseudomonadaceae Brevibacteriaceae Weeksellaceae Streptococcaceae Lachnospiraceae Ruminococcaceae Veillonellaceae Caulobacteraceae Methylobacteriace ae Moraxellaceae Enterobacteriaceae (Buchnera) Other Dirty aphids Clean aphids • Buchnera dominates • Dirty aphid microbiome more diverse & enriched in Enterobacteriaceae and Moraxellaceae
  • 38. Clean Dirty DirtyClean Clean Aphid num Chloroticleafarea(%) Totalaphidnumber Clean aphids = less chlorosis * ‘Clean’ aphids cause less damage to wheat than ‘Dirty’ aphids! Luna et al. in prep
  • 39. Are RWA bacterial associates virulent to wheat? • Bacteria do not cause disease symptoms (water-soaking, chlorosis, etc) or HR when infiltrated into wheat leaves Erwinia sp. Pantoea sp. Arthrobacter sp. Water Enterobacter sp. E. coli
  • 40. How do bacteria facilitate aphid virulence? Transcriptome analysis Salicylic acid (SA)Jasmonic acid (JA) log2 fold change -8 80 4-4 Top: 5 h Bottom: 48 h Luna et al. in prep By 5 h, both JA and SA genes are induced 48 h, JA down and SA genes still induced • Consistent with the SA pathway being antagonistic to the JA pathway
  • 41. Dirty aphidsClean aphidsUntreated plants ng/gFWSA ng/gFWJA Trend for lower JA at 48 h Bacteria contribute to induction of SA How do bacteria facilitate aphid feeding/virulence? Luna et al., in prep Clean aphids induce less SA than dirty
  • 42. • H0 : Bacteria associated with Russian wheat aphid manipulate plant defenses to enhance aphid virulence Managing the phytobiome to control plant pests Luna et al. in prep Phytobiome knowledge can guide management strategies • Should breeding programs/treatment regimes target the bacteria rather than the insect? • Can the wheat leaf microbiome be altered to protect plants from aphid feeding? • Have Russian wheat aphids evolved to ‘rely’ on bacterial effectors for virulence?
  • 44. Pieces of the phytobiome: Leach Lab members Emily Luna Tony Campillo Leon van Eck Stephen Cohen Rene Corral Hongxia Liu CSU Insectary Jeff Rudolph Frank Peairs Collaborators Cris Argueso Paul Ode Anna-Maria Botha Michelle Cilia Nora Lapitan Ned Tisserat Valerie Verdier Casiana Vera Cruz Electron Microscopy Kim Vanderpool
  • 45. INTERNATIONAL ALLIANCE FOR PHYTOBIOMESRESEARCH For More Information: www.phytobiomesalliance.org Kellye Eversole eversole@eversoleassociates.com