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Opportunities and Challenges of Ag Biologicals
Jacob Parnell, Novozymes
Jan 18, 2019
Earth Formed
Bacteria fossils 3.8
Algae0.75
Moss0.45Ferns0.35Conifers0.25Flowers0.15
FirstEukaryotes1.5
Humans0.0001Today
Impressive Evolutionary History of Microbes
Challenges:
1. Efficacy
2. Versatility
3. Practicality
4. Delivery
5. Persistence
6. Safety
npr.org
100,000,000,000,000,000
Astronomical Numbers
astronomy.com
16,100,000,000,000
Astronomical Numbers
Challenges:
1. Efficacy
2. Versatility
3. Practicality
4. Delivery
5. Persistence
6. Safety
independent.co.uk
425,000,000,0001,160,000,000
Astronomical Numbers
Lined up end to end, they would stretch some 10 billion light-years—literally from here to the edge of the visible universe.
Jocelyn Rice- Discover Magazinehttp://discovermagazine.com/2008/dec/28-20-things-you-didn2019t-know-about-bacteria
santabanta.com
Astronomical Numbers
Ice Cores
Extreme Salt
Extreme Heat
Sulfuric Acid
Miles Above
Miles Below
Adapted to Every Environment
Est n
umbe
r of S
peci
es o
n Ea
rthAmazing Diversity of Microbes
Ali Miller RD
“Nothing in biology makes sense except in the light of evolution.”
-Theodosius Dobzhansky
Role of microbiome in health…
Infectious DiseaseDiabetesAllergiesObesityAsthmaCardiovascular DiseaseMental IllnessAutismCancerAcneUlcers….
www.fireboxmedia.com
Why are Ag Biologicals so Exciting?
1. Microbes have been around for a long time
2. They are ABUNDANT
3. They are everywhere
4. They are diverse
5. All plants evolved in an environment teeming with microbes (co-evolved)
6. Microbes are linked to plant health (sustainable)
Efficacy
Ecological interactions between microbes, soil, plant…
Scaling production leads to differences in the microbe.
Versatility (Ecological trade-offs)
Effective during specific plant growth stages
Associates only with specific parts of the plant
Effective, but narrow host range
Practical
Delivery
Ag Biologicals need to survive suboptimal conditions (Stability)
Application of the microbes in the field
Persistence
Trade-off of specificity and persistence
Can they occupy a niche or colonize?
#
Experimental Design99
No Plant
1e+1
1e+2
1e+3
1e+4
1e+5
1e+6
10 20 30 40 50 60 70 80 90 100
Days post emergence
No Plant SoilBaseline
Threshold of Detection
*Harvest
• Soybean seeds treated with Brady > untreated soybean seeds.
• Brady is only enriched in the rhizosphere of soybean plants.
• Brady decreases dramatically with the removal of the plant.
0.0e+0
2.5e+3
5.0e+3
7.5e+3
1.0e+4
Bulk DBS5 Bulk Untreated Rhizo DBS5 Rhizo Untreated
Treatment
Average Colonization levelsOver experimental time course
A
B
CC
N = 100, SE bars, different letters indicate statistically significant differences at p < 0.05 level according to Wilcoxon non-parametric test
N = 12 per time point, SE bars, * indicates amplification above background level.
Environmental Fate of Penicillium (qPCR)
1- Treated seed has significantly more P. bilaii2- Can detect P. bilaii in the rhizosphere until harvest3- No detection of P. bilaii in treated bulk soil (doesn’t migrate)4- No detection of P. bilaii after harvest (needs plant to survive)
Day 10 Day 36 Day 78
Influence of Bradyrhizobium on native community
Significant difference in treated vs untreated early, but any difference is gone by 11 weeks
Untreated Bulk SoilUSDA16 Bulk SoilUntreated RhizosphereUSDA16 Rhizosphere
Distance = Bray Curtis, Bootstrap = 1000, error bars = 95% C.I.
Influence of Bradyrhizobium on native community
PLANT EFFECT?
INO
CU
LAN
T EF
FEC
T?
DAY
10
DAY
36
DAY
78
Greatest variation between plant vs bulk soil.
Distance = Bray Curtis, Bootstrap = 1000, error bars = 95% C.I.
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