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Leading the way in Agriculture and Rural Research, Education and Consulting
Overview of Microbiome Research
- Agriculture and Food -
Professor Rainer Roehe
Microbiome: Agriculture & Food
Soil
Plants
Animals
Humans
Microbiome
Microbiome
FungiNematodes
Bacteria
Viruses
Archaea
Protozoa
Soil - ecosystem
Healthy soil
ecosystem
Protects roots from
diseases and
parasites
Improves structure
of soil particles
Decompose organic
matter toward
humus
Fixation of nitrogen
and other nutrients
Provides nutrients to plants and produces
hormones to stimulate plant grow
Alleviation of stress
factors (draught,
contamination,
salinity, etc.)
Microbiome: Legumes
https://microbewiki.kenyon.edu/
Rhizobia
Nitrogen fixation
Nodules
Plant – Microbiome interactions
Stress factors
• Draught
• Nutrient deficit
• Diseases
• Parasitic weeds
• Salinity
Plants activate microbes to alleviate the stress factors
Understanding Plant – Microbiome interactions
https://microbewiki.kenyon.edu/
Industry of plant beneficial microorganisms
• Bio-fertility inoculants
– Nitrogen-Fixing Microbes
– Phosphate Solubilizing Microbes
• Bio-Control microrganisms
– Antibiosis
– Competition for space and nutrients
– Enzymatic activity
– Induced resistance
Bacillus mycoides B38V
(Di Franco et al., 2002;
Ambrosini et al., 2016 )
Deep Sequencing of DNA from rumen
microbes
Metagenomic analysis
Domain
e.g.
Archaea,
Bacteria
Phylum
e.g.
Bacterioidetes,
Proteobacteria
Genus
e.g.
Methano-
brevibacter,
Methano-
sphaera
Microbial
enzyme genes
e.g.
KEGG gene
ortholog
Proteins within
KEGG ortholog
Microbial community
Gene-
centric
Host Genetics and Microbiome
Host (Animal)
Genetics
Rumen
microbial
composition
Diet
• Complex (genetic) interactions
Methane
Recording feed intake & methane emissions
SRUC Beef Research Centre, Easter Howgate
Individual feed intake
Individual
methane
emissions
Host (Animal) genetics shapes microbial
community (A:B ratio)
4.5
3.6 3.6
2.4
5.9 5.3
3.9
4.5
5.9
0
1
2
3
4
5
6
7
8
AA1 AA2 AA3 AA4 AA5 LIM1 LIM2 LIM3 LIM4
Archaea:Bacteriaratio
Sire progeny group
Roehe et al. (2016) PLOS Genetics
205
170 169
136
191 172
147 151
189
0
50
100
150
200
250
AA1 AA2 AA3 AA4 AA5 LIM1 LIM2 LIM3 LIM4
Methane(g/day)
Sire progeny group
4.5
3.6 3.6
2.4
5.9 5.3
3.9
4.5
5.9
0
1
2
3
4
5
6
7
8
AA1 AA2 AA3 AA4 AA5 LIM1 LIM2 LIM3 LIM4
Archaea:Bacteriaratio
Sire progeny group
Roehe et al. (2016) PLOS Genetics
Network of rumen microbial genes
Methane
emissions
3970
microbial
genes
20 genes
explaining 81% of
VAR in methane
emissions
Roehe et al. (2016) PLOS Genetics
Microbial genes associated with methane metabolism
Wallace et al. (2015) BMC Genomics
Selection using rumen microbial
information
R2 = 0.81
20 genes
Sampling
rumen fluid in
the abattoir or
live animals
Determination
of the
abundance of
microbial genes
Prediction of
feed efficiency
Prediction of
methane
emission
Prediction of
animal health
R2 = 0.88 R2 = ???
EBV FCE EBV CH4
EBV
Health
49 genes X genes
Roehe et al. (2016) PLOS Genetics
Selection using microbial information
x genes
Sampling soil
and plant
microbes
Determination
of the
abundance of
microbial genes
Prediction of
plant yield
Prediction of
nutrient
efficiency
Prediction of
plant health
Breeding
yield
Breeding
efficiency
Breeding
health
x genes X genes
Nutrition
yield
Nutrition
efficiency
Nutrition
health
https://microbewiki.kenyon.edu/
Microbiome Research & Developments
Microbiome
Soil health
Plant
production &
health
Animal production
& health
Manure &
waste
management
Bio-digester
High Quality
Food
Microorganism in food production
• Fermentation
– Yeast (Saccharomyces cerevisiae; Bread, Wine)
– Bacteria (Lactobacillus sp.; Cheese, Probiotics)
– Moulds (Penicillium sp.; Cambert, Blue cheese)
• Biotechnological techniques
– wide variety of products
– high quality & safer foods
– highly controlled conditions
Gene editing of microbes or plants
• Inserting, deleting or replacing DNA in a gene
– Engineered by nucleases
• Double-strand breaks at a desired location in
the gene
– Nucleases
• CRISPR-Cas9 system
Conclusions
• Precision
– Soil management
– Plant breeding, nutrition, management
– Animal breeding, nutrition, management
• Improved waste management
• Control and improvement
– Fermentation food products
– Bio-digesters
• Microbial genes as Biomarker
• Microbial products for soil, plant and animals
• Microbes directly producing food
Microbiome-
Gut-
Brain
Axis
Wang & Kasper (2014)
Brain, Behavior, and Immunity
The research is funded by:
The Scottish Government (RESAS) and
Biotechnology and Biological Sciences Research Council (BBSRC)
Aligned research is sponsored through:
Department for Environment, Food and Rural Affairs (Defra),
English Beef and Lamb Executive Ltd. (EBLEX)
and Quality Meat Scotland (QMS)
Other collaborators:
Acknowledgements

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Roehe_Microbiology_Society_2016_Edinburgh_v3a

  • 1. Leading the way in Agriculture and Rural Research, Education and Consulting Overview of Microbiome Research - Agriculture and Food - Professor Rainer Roehe
  • 2. Microbiome: Agriculture & Food Soil Plants Animals Humans
  • 4. Soil - ecosystem Healthy soil ecosystem Protects roots from diseases and parasites Improves structure of soil particles Decompose organic matter toward humus Fixation of nitrogen and other nutrients Provides nutrients to plants and produces hormones to stimulate plant grow Alleviation of stress factors (draught, contamination, salinity, etc.)
  • 6. Plant – Microbiome interactions Stress factors • Draught • Nutrient deficit • Diseases • Parasitic weeds • Salinity Plants activate microbes to alleviate the stress factors Understanding Plant – Microbiome interactions https://microbewiki.kenyon.edu/
  • 7. Industry of plant beneficial microorganisms • Bio-fertility inoculants – Nitrogen-Fixing Microbes – Phosphate Solubilizing Microbes • Bio-Control microrganisms – Antibiosis – Competition for space and nutrients – Enzymatic activity – Induced resistance Bacillus mycoides B38V (Di Franco et al., 2002; Ambrosini et al., 2016 )
  • 8. Deep Sequencing of DNA from rumen microbes Metagenomic analysis Domain e.g. Archaea, Bacteria Phylum e.g. Bacterioidetes, Proteobacteria Genus e.g. Methano- brevibacter, Methano- sphaera Microbial enzyme genes e.g. KEGG gene ortholog Proteins within KEGG ortholog Microbial community Gene- centric
  • 9. Host Genetics and Microbiome Host (Animal) Genetics Rumen microbial composition Diet • Complex (genetic) interactions Methane
  • 10. Recording feed intake & methane emissions SRUC Beef Research Centre, Easter Howgate Individual feed intake Individual methane emissions
  • 11. Host (Animal) genetics shapes microbial community (A:B ratio) 4.5 3.6 3.6 2.4 5.9 5.3 3.9 4.5 5.9 0 1 2 3 4 5 6 7 8 AA1 AA2 AA3 AA4 AA5 LIM1 LIM2 LIM3 LIM4 Archaea:Bacteriaratio Sire progeny group Roehe et al. (2016) PLOS Genetics
  • 12. 205 170 169 136 191 172 147 151 189 0 50 100 150 200 250 AA1 AA2 AA3 AA4 AA5 LIM1 LIM2 LIM3 LIM4 Methane(g/day) Sire progeny group 4.5 3.6 3.6 2.4 5.9 5.3 3.9 4.5 5.9 0 1 2 3 4 5 6 7 8 AA1 AA2 AA3 AA4 AA5 LIM1 LIM2 LIM3 LIM4 Archaea:Bacteriaratio Sire progeny group Roehe et al. (2016) PLOS Genetics
  • 13. Network of rumen microbial genes Methane emissions 3970 microbial genes 20 genes explaining 81% of VAR in methane emissions Roehe et al. (2016) PLOS Genetics
  • 14. Microbial genes associated with methane metabolism Wallace et al. (2015) BMC Genomics
  • 15. Selection using rumen microbial information R2 = 0.81 20 genes Sampling rumen fluid in the abattoir or live animals Determination of the abundance of microbial genes Prediction of feed efficiency Prediction of methane emission Prediction of animal health R2 = 0.88 R2 = ??? EBV FCE EBV CH4 EBV Health 49 genes X genes Roehe et al. (2016) PLOS Genetics
  • 16. Selection using microbial information x genes Sampling soil and plant microbes Determination of the abundance of microbial genes Prediction of plant yield Prediction of nutrient efficiency Prediction of plant health Breeding yield Breeding efficiency Breeding health x genes X genes Nutrition yield Nutrition efficiency Nutrition health https://microbewiki.kenyon.edu/
  • 17. Microbiome Research & Developments Microbiome Soil health Plant production & health Animal production & health Manure & waste management Bio-digester High Quality Food
  • 18. Microorganism in food production • Fermentation – Yeast (Saccharomyces cerevisiae; Bread, Wine) – Bacteria (Lactobacillus sp.; Cheese, Probiotics) – Moulds (Penicillium sp.; Cambert, Blue cheese) • Biotechnological techniques – wide variety of products – high quality & safer foods – highly controlled conditions
  • 19. Gene editing of microbes or plants • Inserting, deleting or replacing DNA in a gene – Engineered by nucleases • Double-strand breaks at a desired location in the gene – Nucleases • CRISPR-Cas9 system
  • 20. Conclusions • Precision – Soil management – Plant breeding, nutrition, management – Animal breeding, nutrition, management • Improved waste management • Control and improvement – Fermentation food products – Bio-digesters • Microbial genes as Biomarker • Microbial products for soil, plant and animals • Microbes directly producing food
  • 21. Microbiome- Gut- Brain Axis Wang & Kasper (2014) Brain, Behavior, and Immunity
  • 22. The research is funded by: The Scottish Government (RESAS) and Biotechnology and Biological Sciences Research Council (BBSRC) Aligned research is sponsored through: Department for Environment, Food and Rural Affairs (Defra), English Beef and Lamb Executive Ltd. (EBLEX) and Quality Meat Scotland (QMS) Other collaborators: Acknowledgements