SlideShare a Scribd company logo
1 of 45
Peter Søgaard Jørgensen, Scott P Carroll,
Michael T Kinnison, R Ford Dennison, Bruce
Tabashnik, Carl Bergstrom, Sharon Y Strauss,
Peter D Gluckman, Tom B Smith
Applying evolutionary biology to
address global challenges
@ STOCKHOLM RESILIENCE CENTRE, JUNE 23 2014
Personal background
– University of Copenhagen, PhD 2014 (defense June 30)
• Center for Macroecology Evolution and Climate
– University of California – Berkeley (2011/12)
– University of California – Davis (2008/09)
• Macroecology of environmental change response
– Climate change impacts on European and North American
breeding birds
– Validating historical inference from present data
• Applied evolutionary biology
• Integration of disciplines such as ecology and economics
• Co-founder of the International Network of Next-
Generation Ecologists
Outline
• Applied Evolutionary Biology?
• Global Evolutionary Challenges
• Applied evolutionary biology to address global
challenges
History of a field
• DARWIN AND APPLIED EVOLUTION (1859)
• MEDICINE (1970’s,1994)
• UNWANTED ANTHROPOGENIC EVOLUTION (2001)
• AGRICULTURE (2003)
• ENVIRONMENT (2008)
NEW ENEMIES
• Antibiotic resistance
• Drug resistance
• Pesticide resistance
NEW TOOLS
• Genetic engineering
• Genomics
THE GREAT ACCELERATION
Steffen et al.
2011 AMBIO
Economic costs of inadvertent
evolution
Palumbi 2001
Palumbi Science 2001, Cooper and Shlaes Nature 2011
Post antibiotics era in 87 days…?
Nature 472, 32 (07 April 2011)
Cooper and Shlaes Nature 2011
What’s missing
• Dichotomy of applied evolution
– Only rapidly evolving species
• Lack of framework for manipulations,
solutions?
– Narrow solution-oriented focus
– Naïve solution context
– Ignoring interdependencies linkages between
economic sectors
– Socio-economic factors?
Bringing a multidisciplinary team together
to build on Palumbi’s landmark
• Heron Island Summit 2010 (vid.)
Outline of Palumbi +10 years
1. Global challenges
2. The conundrum of applied evolutionary biology
3. Fundamental manipulations
4. Four main-strategies of applied evolutionary biology
5. From implementation to prospects
6. Addressing evolution across management sectors
7. Implementing solutions (through the eyes of Ostrom)
8. Post 2015 agenda
Global challenges
Contemporary evolution in unwanted species
• Antibiotic (drug) resistance
– Greatest medicinal challenge
• Pesticide resistance
– 11000 cases, 1000 species of insects
Phenotype-environment mismatch in valued species
• Chronic human life-style disease
– Such as “type 2” diabetes, estimated ~1% global GDP
• Human caused biodiversity decline
– Earth sixth mass extinction
log(generation time)
log(populationsize)
Conservation
Biology:
CONTEMPORARY
EVOLUTION
Crops
Livestock
Medicine:
Human
epithelia
Medicine:
Human
bone marrow
All:
Viral &
microbial
pathogens,
mutualists,
commensal
s
Agriculture &
Natural resources:
Multicellular
pests,
weeds,
invasive
species
Medicine:
Human
neurons
Medicine:
Human
fat cells
Annual
organisms
Trees
All:
Pollinators
Medicine:
Humans
PHENOTYPE-
ENVIRONMENT
MISMATCH
1) The conundrum of applied
evolutionary biology
RECOGNIZING MISMATCH AND
CONTEMPORARY EVOLUTION
• ENVIRONMENT
RECOGNIZING MISMATCH AND
CONTEMPORARY EVOLUTION
• HEALTH
RECOGNIZING MISMATCH AND
CONTEMPORARY EVOLUTION
• FOOD
Genotype Manipulation Developmental Manipulation
Phenotype
Distribution
Genotype
Distribution
Optimum
Phenotype
Range
a)
b) c) d)
Manipulation
of Mismatch
Frequency
Trait Value
Mismatch
Environment Manipulation
2) Three fundamental manipulations
3) Four main-strategies of applied
evolutionary biology
Control pests, pathogens, invading species by…
• …slowing unwanted evolution
• …reducing adversary fitness
Protect desirable populations by…
• …reducing phenotype environment mismatch
• …increasing group performance
Control pests, pathogens, invading
species by…
FOOD HEALTH ENVIRONMENT
Protect desirable populations by…
FOOD HEALTH ENVIRONMENT
5) From implementation to prospects
• Environmental alignment to protect
valued species
• Genomic manipulation to improve
valued species
• Slowing unwanted evolution w/
environmental heterogeneity
• Choosing population sources for
translocation and restoration
• Managing group vs. individual fitness
for desired outcomes
Implementation stage
Experimental stage
Environmental alignment to secure
biodiversity and human health
• In conservation biology and environmental
management [Widely implemented]
– Management of wild populations
– Management of captive populations
• In treatment of human life-style disease [Increasing
attention]
– Palaeo diet
– Genomics
– Phenotypic data
– Exposome
Environment Manipulation
Altering genomes for improved food
security and human health
• Artificial selection, genetic engineering [Widely
implemented]
– Old art of artificial selection
– Genetically engineered crops
– Using genetic markers to guide artificial selection
– Selection and engineering for drought/flood tolerance
• Gene therapy and genomic replacement in humans
[Increasing attention]
– Gene therapy – failing to make it into market
– Frontiers!? Mt genome replacement and ???
Genotype Manipulation
Using environmental heterogeneity to
delay resistance evolution
• The refuge strategy in agricultural biocontrol
efforts
• Transfer to marine biodiversity, fisheries,
cancer treatment
Gatenby Nature 2009
Choosing population sources to
anticipate climate change
• Moving biodiversity prevent future
extinctions?
• Review of assisted migration in agriculture,
and forestry?
Exploiting group versus individual
performance in crops and livestock
• Selecting for cooperative traits
– [so far a mainly a prospect]
6) Addressing evolution across
management sectors
Interconnected problems
• Emerging diseases
– Antibiotic resistance
– Flu outbreaks
– Wildlife zoonoses
• Agriculture
– Pesticides as selective agents in humans and
environment
– Gene flow / hybridzation with wild species
– Conservation of wild crop relatives to maintain
evolutionary potential
– Land use conflicts on a crowded planet
7) Implementing solutions in
socio-ecological systems
Ostrom Science 2009
Tragedy of commons?
PRONE TO SELF-ORGANIZATION
• Small-scale
• Few users
• Distinguishable units
• Medium productivity
• Highly predictable
• Low mobility
• Small number stakeholders
• High reliance
• Norms
• Leadership
• Knowledge
LESS PRONE TO
SELF-ORGANIZATION
• Large-scale
• Many users
• Non-visible differences
• High-low productivity
• Low predictability
• Medium-High mobility
• Large number of stakeholders
• High-medium reliance
• Norms?
• Leadership?
• Knowledge?
REFLECTS MANY CHALLENGES OF APPLIED
EVOLUTIONARY BIOLOGY AND CALLS FOR COMBINED
TOP-DOWN AND BOTTOM-UP IMPLEMENTATION
Ostrom Science 2009
8) Applied Evolution &
Millennium Development Goals
Strong evolutionary component
•Eradicating extreme poverty and hunger
•Reducing child mortality rates
•Improving maternal health
•Combatting HIV/AIDS, malaria, and other diseases
•Ensuring environmental sustainability
POST 2015 AGENDA?
(before proposal of 17 SDGs)
Griggs et al. 2013
POST 2015 AGENDA
Griggs et al. 2013
Applied Evolutionary Biology &
the Post 2015 agenda?
• Goal 1: Thriving lives and livelihoods
• Goal 2: Sustainable food security
• Goal 3: Secure sustainable water
• Goal 4: Universal clean energy
• Goal 5: Healthy and productive ecosystems
• Goal 6: Governance for sustainable societies
Goal 1: Thriving lives and livelihoods
• Reduce chronic lifestyle disease through environmental
alignment of human lifestyle.
• Reduce environmental levels of human toxicants
through application of reduced selection response
techniques* to pesticides/biocides.
• Apply reduced selection response techniques to
maintain long-term efficacy of antimicrobials and avert
the antibiotics crisis.
• Reconcile individual and group incentives in health
systems to reduce virulence and resistance of emerging
and re-emerging pathogens.
Goal 2: Sustainable food security
• Increase crop yield through continued selection of
varieties and improved access to these.
• Prolong efficacy of pesticides and artificially
selected or GE crops through reduced selection
response techniques.
• Improve yields through integration of group
selection in production of novel crop varieties.
• Reduce climate change impact by choosing crop
varieties resilient to drought, flooding and other
extremes.
Goal 3: Secure sustainable water
• Increase water security through use of
reduced selection response techniques to
water polluting pesticides/biocides
• Use genetic manipulation to produce crop
varieties with improved water economy.
Goal 4: Universal clean energy
• Improve biofuels through genetic
manipulation with the aim to reduce CO2
emissions and land area for energy
production.
• Assess risks and benefits of synthetic
organisms for biofuel production taking taking
gene flow, land use and property rights issues
into account.
Goal 5: Healthy and productive
ecosystems
• Reduce biodiversity extinction rates through
environmental alignment and genetic
manipulation of fitness.
• Retain naturalness of captive biodiversity through
environmental alignment.
• Choose pre-adapted or high diversity sources for
increased habitat restoration success.
• Avoid collapse and protect genetic diversity of
aquatic resources through non-selective
harvesting strategies informed by early warning
signals.
Goal 6: Governance for sustainable
societies
• Incorporate externalities from rapid evolution
as well as the loss of evolutionary history and
potential into green accounting for sustainable
governance of the earth system.
• Coordinate strategies of SDG’s in a coupled
systems framework to reduce conflicts from
inadvertent contemporary evolution and
phenotype-environment mismatch.
Thank you!
Applying evolutionary biology to address global challenges

More Related Content

What's hot

Traditional management systems of forest based foods
Traditional management systems of forest based foodsTraditional management systems of forest based foods
Traditional management systems of forest based foodsBioversity International
 
poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...
poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...
poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...CIAT
 
Enhancing the roles of ecosystem services in agriculture: agroecological prin...
Enhancing the roles of ecosystem services in agriculture: agroecological prin...Enhancing the roles of ecosystem services in agriculture: agroecological prin...
Enhancing the roles of ecosystem services in agriculture: agroecological prin...FAO
 
Agricultural biodiversity in climate change adaptation planning
Agricultural biodiversity in climate change adaptation planningAgricultural biodiversity in climate change adaptation planning
Agricultural biodiversity in climate change adaptation planningBioversity International
 
Climate and potential habitat suitability for cultivation and in situ conserv...
Climate and potential habitat suitability for cultivation and in situ conserv...Climate and potential habitat suitability for cultivation and in situ conserv...
Climate and potential habitat suitability for cultivation and in situ conserv...Innspub Net
 
Lecture agrobiodiversity
Lecture agrobiodiversityLecture agrobiodiversity
Lecture agrobiodiversityRione Drevale
 
Ecological Farming: Agriculture Drought-Resistant Agriculture
Ecological Farming: Agriculture Drought-Resistant AgricultureEcological Farming: Agriculture Drought-Resistant Agriculture
Ecological Farming: Agriculture Drought-Resistant AgricultureRetiz16x
 
MICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVES
MICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVESMICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVES
MICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVESpaperpublications3
 
Agroforestry agroecosystem analysis
Agroforestry agroecosystem analysisAgroforestry agroecosystem analysis
Agroforestry agroecosystem analysisMichael Newbold
 
A Research on Importance of Biotechnology and Its Important Applications in D...
A Research on Importance of Biotechnology and Its Important Applications in D...A Research on Importance of Biotechnology and Its Important Applications in D...
A Research on Importance of Biotechnology and Its Important Applications in D...Associate Professor in VSB Coimbatore
 
Role of abiotic stress and improved varieties on fruit production
Role of abiotic stress and improved varieties on fruit productionRole of abiotic stress and improved varieties on fruit production
Role of abiotic stress and improved varieties on fruit productionSamsonAbiola1
 
Innovation, research, learning processes and transitions towards agroecology
Innovation, research, learning processes and transitions towards agroecologyInnovation, research, learning processes and transitions towards agroecology
Innovation, research, learning processes and transitions towards agroecologyExternalEvents
 
Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...
Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...
Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...CIFOR-ICRAF
 

What's hot (17)

Traditional management systems of forest based foods
Traditional management systems of forest based foodsTraditional management systems of forest based foods
Traditional management systems of forest based foods
 
poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...
poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...
poster50: Learning Agrobiodiversity the importance of agricultural biodiversi...
 
Enhancing the roles of ecosystem services in agriculture: agroecological prin...
Enhancing the roles of ecosystem services in agriculture: agroecological prin...Enhancing the roles of ecosystem services in agriculture: agroecological prin...
Enhancing the roles of ecosystem services in agriculture: agroecological prin...
 
Agricultural biodiversity in climate change adaptation planning
Agricultural biodiversity in climate change adaptation planningAgricultural biodiversity in climate change adaptation planning
Agricultural biodiversity in climate change adaptation planning
 
Climate and potential habitat suitability for cultivation and in situ conserv...
Climate and potential habitat suitability for cultivation and in situ conserv...Climate and potential habitat suitability for cultivation and in situ conserv...
Climate and potential habitat suitability for cultivation and in situ conserv...
 
Agroecology
AgroecologyAgroecology
Agroecology
 
Lecture agrobiodiversity
Lecture agrobiodiversityLecture agrobiodiversity
Lecture agrobiodiversity
 
Ecological Farming: Agriculture Drought-Resistant Agriculture
Ecological Farming: Agriculture Drought-Resistant AgricultureEcological Farming: Agriculture Drought-Resistant Agriculture
Ecological Farming: Agriculture Drought-Resistant Agriculture
 
Agroecosystems
AgroecosystemsAgroecosystems
Agroecosystems
 
MICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVES
MICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVESMICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVES
MICROBIAL BIODIVERSITY: INNOVATIVE STRATEGIC INITIATIVES
 
Agroforestry agroecosystem analysis
Agroforestry agroecosystem analysisAgroforestry agroecosystem analysis
Agroforestry agroecosystem analysis
 
A Research on Importance of Biotechnology and Its Important Applications in D...
A Research on Importance of Biotechnology and Its Important Applications in D...A Research on Importance of Biotechnology and Its Important Applications in D...
A Research on Importance of Biotechnology and Its Important Applications in D...
 
Agroecology
Agroecology Agroecology
Agroecology
 
Role of abiotic stress and improved varieties on fruit production
Role of abiotic stress and improved varieties on fruit productionRole of abiotic stress and improved varieties on fruit production
Role of abiotic stress and improved varieties on fruit production
 
Agroecology
AgroecologyAgroecology
Agroecology
 
Innovation, research, learning processes and transitions towards agroecology
Innovation, research, learning processes and transitions towards agroecologyInnovation, research, learning processes and transitions towards agroecology
Innovation, research, learning processes and transitions towards agroecology
 
Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...
Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...
Sustainable Forestry for Food Security and Nutrition: FTA for better food sys...
 

Similar to Applying evolutionary biology to address global challenges

Importance of biodiversity for Sustainable development
Importance of biodiversity for Sustainable developmentImportance of biodiversity for Sustainable development
Importance of biodiversity for Sustainable developmentkirushnananthy vallipuram
 
Agroecology as an opportunity to address the challenges of European and Centr...
Agroecology as an opportunity to address the challenges of European and Centr...Agroecology as an opportunity to address the challenges of European and Centr...
Agroecology as an opportunity to address the challenges of European and Centr...ExternalEvents
 
Conservation and availability of plant genetic diversity
Conservation and availability of plant genetic diversity Conservation and availability of plant genetic diversity
Conservation and availability of plant genetic diversity Bioversity International
 
Biodiversity and conservation of map By Allah Dad Khan
Biodiversity and conservation of map By Allah Dad Khan Biodiversity and conservation of map By Allah Dad Khan
Biodiversity and conservation of map By Allah Dad Khan Mr.Allah Dad Khan
 
Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...
Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...
Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...John Blue
 
AGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptx
AGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptxAGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptx
AGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptxAfra Jamal
 
Agroecology: The Foundation for Food System Sustainability
   Agroecology: The Foundation for Food System Sustainability   Agroecology: The Foundation for Food System Sustainability
Agroecology: The Foundation for Food System SustainabilityExternalEvents
 
How does climate change alter agricultural strategies to support food security?
How does climate change alter agricultural strategies to support food security?How does climate change alter agricultural strategies to support food security?
How does climate change alter agricultural strategies to support food security?FAO
 
Cultural Control of Pest
Cultural Control of PestCultural Control of Pest
Cultural Control of PestKarl Obispo
 
DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...
DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...
DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...diversifoodproject
 
t1.ppt
t1.pptt1.ppt
t1.pptptss
 
Systems Approach to Modelling Food Sustainability: From Concepts to Practice
Systems Approach to Modelling Food Sustainability: From Concepts to PracticeSystems Approach to Modelling Food Sustainability: From Concepts to Practice
Systems Approach to Modelling Food Sustainability: From Concepts to PracticeBioversity International
 
Agricultural and tree biodiversity for healthy diets and healthy landscapes
Agricultural and tree biodiversity for healthy diets and healthy landscapesAgricultural and tree biodiversity for healthy diets and healthy landscapes
Agricultural and tree biodiversity for healthy diets and healthy landscapesBioversity International
 
introduction, food security, biodiversity, joern, jimma 2018
introduction, food security, biodiversity, joern, jimma 2018introduction, food security, biodiversity, joern, jimma 2018
introduction, food security, biodiversity, joern, jimma 2018joernfischer
 
Conservation of biodiversity
Conservation of biodiversityConservation of biodiversity
Conservation of biodiversityMonika Tambakhe
 
conservation training course.ppt
conservation training course.pptconservation training course.ppt
conservation training course.pptShahidHakeem1
 
John Ingram | Enhancing food system resilience
John Ingram | Enhancing food system resilience John Ingram | Enhancing food system resilience
John Ingram | Enhancing food system resilience CIFOR-ICRAF
 

Similar to Applying evolutionary biology to address global challenges (20)

Importance of biodiversity for Sustainable development
Importance of biodiversity for Sustainable developmentImportance of biodiversity for Sustainable development
Importance of biodiversity for Sustainable development
 
Agroecology as an opportunity to address the challenges of European and Centr...
Agroecology as an opportunity to address the challenges of European and Centr...Agroecology as an opportunity to address the challenges of European and Centr...
Agroecology as an opportunity to address the challenges of European and Centr...
 
Conservation and availability of plant genetic diversity
Conservation and availability of plant genetic diversity Conservation and availability of plant genetic diversity
Conservation and availability of plant genetic diversity
 
Biodiversity and conservation of map By Allah Dad Khan
Biodiversity and conservation of map By Allah Dad Khan Biodiversity and conservation of map By Allah Dad Khan
Biodiversity and conservation of map By Allah Dad Khan
 
Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...
Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...
Dr. Bill Pomputius - Antimicrobial Resistance in Human Medicine - Impact and ...
 
AGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptx
AGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptxAGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptx
AGRICULTURAL ECOSYSTEM AND THER OUTLINE.pptx
 
Richard kock food_systems_forward_thinking
Richard kock food_systems_forward_thinkingRichard kock food_systems_forward_thinking
Richard kock food_systems_forward_thinking
 
Agroecology: The Foundation for Food System Sustainability
   Agroecology: The Foundation for Food System Sustainability   Agroecology: The Foundation for Food System Sustainability
Agroecology: The Foundation for Food System Sustainability
 
Plant genetic resources and climate change
Plant genetic resources and climate changePlant genetic resources and climate change
Plant genetic resources and climate change
 
1,2 U1, L1.pptx
1,2         U1, L1.pptx1,2         U1, L1.pptx
1,2 U1, L1.pptx
 
How does climate change alter agricultural strategies to support food security?
How does climate change alter agricultural strategies to support food security?How does climate change alter agricultural strategies to support food security?
How does climate change alter agricultural strategies to support food security?
 
Cultural Control of Pest
Cultural Control of PestCultural Control of Pest
Cultural Control of Pest
 
DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...
DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...
DIVERSIFOOD Final Congress - Session 1 - Diversity and sustainability within ...
 
t1.ppt
t1.pptt1.ppt
t1.ppt
 
Systems Approach to Modelling Food Sustainability: From Concepts to Practice
Systems Approach to Modelling Food Sustainability: From Concepts to PracticeSystems Approach to Modelling Food Sustainability: From Concepts to Practice
Systems Approach to Modelling Food Sustainability: From Concepts to Practice
 
Agricultural and tree biodiversity for healthy diets and healthy landscapes
Agricultural and tree biodiversity for healthy diets and healthy landscapesAgricultural and tree biodiversity for healthy diets and healthy landscapes
Agricultural and tree biodiversity for healthy diets and healthy landscapes
 
introduction, food security, biodiversity, joern, jimma 2018
introduction, food security, biodiversity, joern, jimma 2018introduction, food security, biodiversity, joern, jimma 2018
introduction, food security, biodiversity, joern, jimma 2018
 
Conservation of biodiversity
Conservation of biodiversityConservation of biodiversity
Conservation of biodiversity
 
conservation training course.ppt
conservation training course.pptconservation training course.ppt
conservation training course.ppt
 
John Ingram | Enhancing food system resilience
John Ingram | Enhancing food system resilience John Ingram | Enhancing food system resilience
John Ingram | Enhancing food system resilience
 

Recently uploaded

FREE NURSING BUNDLE FOR NURSES.PDF by na
FREE NURSING BUNDLE FOR NURSES.PDF by naFREE NURSING BUNDLE FOR NURSES.PDF by na
FREE NURSING BUNDLE FOR NURSES.PDF by naJASISJULIANOELYNV
 
GenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptxGenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptxBerniceCayabyab1
 
Call Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCR
Call Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCRCall Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCR
Call Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCRlizamodels9
 
Harmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms PresentationHarmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms Presentationtahreemzahra82
 
Neurodevelopmental disorders according to the dsm 5 tr
Neurodevelopmental disorders according to the dsm 5 trNeurodevelopmental disorders according to the dsm 5 tr
Neurodevelopmental disorders according to the dsm 5 trssuser06f238
 
Pests of safflower_Binomics_Identification_Dr.UPR.pdf
Pests of safflower_Binomics_Identification_Dr.UPR.pdfPests of safflower_Binomics_Identification_Dr.UPR.pdf
Pests of safflower_Binomics_Identification_Dr.UPR.pdfPirithiRaju
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)riyaescorts54
 
Solution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutionsSolution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutionsHajira Mahmood
 
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...lizamodels9
 
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxmalonesandreagweneth
 
OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024innovationoecd
 
zoogeography of pakistan.pptx fauna of Pakistan
zoogeography of pakistan.pptx fauna of Pakistanzoogeography of pakistan.pptx fauna of Pakistan
zoogeography of pakistan.pptx fauna of Pakistanzohaibmir069
 
Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPirithiRaju
 
Speech, hearing, noise, intelligibility.pptx
Speech, hearing, noise, intelligibility.pptxSpeech, hearing, noise, intelligibility.pptx
Speech, hearing, noise, intelligibility.pptxpriyankatabhane
 
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxSTOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxMurugaveni B
 
Analytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdfAnalytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdfSwapnil Therkar
 
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptxRESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptxFarihaAbdulRasheed
 
The dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxThe dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxEran Akiva Sinbar
 

Recently uploaded (20)

FREE NURSING BUNDLE FOR NURSES.PDF by na
FREE NURSING BUNDLE FOR NURSES.PDF by naFREE NURSING BUNDLE FOR NURSES.PDF by na
FREE NURSING BUNDLE FOR NURSES.PDF by na
 
Engler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomyEngler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomy
 
GenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptxGenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptx
 
Call Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCR
Call Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCRCall Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCR
Call Girls In Nihal Vihar Delhi ❤️8860477959 Looking Escorts In 24/7 Delhi NCR
 
Harmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms PresentationHarmful and Useful Microorganisms Presentation
Harmful and Useful Microorganisms Presentation
 
Neurodevelopmental disorders according to the dsm 5 tr
Neurodevelopmental disorders according to the dsm 5 trNeurodevelopmental disorders according to the dsm 5 tr
Neurodevelopmental disorders according to the dsm 5 tr
 
Volatile Oils Pharmacognosy And Phytochemistry -I
Volatile Oils Pharmacognosy And Phytochemistry -IVolatile Oils Pharmacognosy And Phytochemistry -I
Volatile Oils Pharmacognosy And Phytochemistry -I
 
Pests of safflower_Binomics_Identification_Dr.UPR.pdf
Pests of safflower_Binomics_Identification_Dr.UPR.pdfPests of safflower_Binomics_Identification_Dr.UPR.pdf
Pests of safflower_Binomics_Identification_Dr.UPR.pdf
 
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
(9818099198) Call Girls In Noida Sector 14 (NOIDA ESCORTS)
 
Solution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutionsSolution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutions
 
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
 
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
 
OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024
 
zoogeography of pakistan.pptx fauna of Pakistan
zoogeography of pakistan.pptx fauna of Pakistanzoogeography of pakistan.pptx fauna of Pakistan
zoogeography of pakistan.pptx fauna of Pakistan
 
Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdf
 
Speech, hearing, noise, intelligibility.pptx
Speech, hearing, noise, intelligibility.pptxSpeech, hearing, noise, intelligibility.pptx
Speech, hearing, noise, intelligibility.pptx
 
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptxSTOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
STOPPED FLOW METHOD & APPLICATION MURUGAVENI B.pptx
 
Analytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdfAnalytical Profile of Coleus Forskohlii | Forskolin .pdf
Analytical Profile of Coleus Forskohlii | Forskolin .pdf
 
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptxRESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
RESPIRATORY ADAPTATIONS TO HYPOXIA IN HUMNAS.pptx
 
The dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxThe dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptx
 

Applying evolutionary biology to address global challenges

  • 1. Peter Søgaard Jørgensen, Scott P Carroll, Michael T Kinnison, R Ford Dennison, Bruce Tabashnik, Carl Bergstrom, Sharon Y Strauss, Peter D Gluckman, Tom B Smith Applying evolutionary biology to address global challenges @ STOCKHOLM RESILIENCE CENTRE, JUNE 23 2014
  • 2. Personal background – University of Copenhagen, PhD 2014 (defense June 30) • Center for Macroecology Evolution and Climate – University of California – Berkeley (2011/12) – University of California – Davis (2008/09) • Macroecology of environmental change response – Climate change impacts on European and North American breeding birds – Validating historical inference from present data • Applied evolutionary biology • Integration of disciplines such as ecology and economics • Co-founder of the International Network of Next- Generation Ecologists
  • 3. Outline • Applied Evolutionary Biology? • Global Evolutionary Challenges • Applied evolutionary biology to address global challenges
  • 4. History of a field • DARWIN AND APPLIED EVOLUTION (1859) • MEDICINE (1970’s,1994) • UNWANTED ANTHROPOGENIC EVOLUTION (2001) • AGRICULTURE (2003) • ENVIRONMENT (2008)
  • 5. NEW ENEMIES • Antibiotic resistance • Drug resistance • Pesticide resistance NEW TOOLS • Genetic engineering • Genomics
  • 6.
  • 7. THE GREAT ACCELERATION Steffen et al. 2011 AMBIO
  • 8. Economic costs of inadvertent evolution Palumbi 2001
  • 9. Palumbi Science 2001, Cooper and Shlaes Nature 2011
  • 10. Post antibiotics era in 87 days…? Nature 472, 32 (07 April 2011) Cooper and Shlaes Nature 2011
  • 11. What’s missing • Dichotomy of applied evolution – Only rapidly evolving species • Lack of framework for manipulations, solutions? – Narrow solution-oriented focus – Naïve solution context – Ignoring interdependencies linkages between economic sectors – Socio-economic factors?
  • 12. Bringing a multidisciplinary team together to build on Palumbi’s landmark • Heron Island Summit 2010 (vid.)
  • 13. Outline of Palumbi +10 years 1. Global challenges 2. The conundrum of applied evolutionary biology 3. Fundamental manipulations 4. Four main-strategies of applied evolutionary biology 5. From implementation to prospects 6. Addressing evolution across management sectors 7. Implementing solutions (through the eyes of Ostrom) 8. Post 2015 agenda
  • 14. Global challenges Contemporary evolution in unwanted species • Antibiotic (drug) resistance – Greatest medicinal challenge • Pesticide resistance – 11000 cases, 1000 species of insects Phenotype-environment mismatch in valued species • Chronic human life-style disease – Such as “type 2” diabetes, estimated ~1% global GDP • Human caused biodiversity decline – Earth sixth mass extinction
  • 15. log(generation time) log(populationsize) Conservation Biology: CONTEMPORARY EVOLUTION Crops Livestock Medicine: Human epithelia Medicine: Human bone marrow All: Viral & microbial pathogens, mutualists, commensal s Agriculture & Natural resources: Multicellular pests, weeds, invasive species Medicine: Human neurons Medicine: Human fat cells Annual organisms Trees All: Pollinators Medicine: Humans PHENOTYPE- ENVIRONMENT MISMATCH 1) The conundrum of applied evolutionary biology
  • 16. RECOGNIZING MISMATCH AND CONTEMPORARY EVOLUTION • ENVIRONMENT
  • 19. Genotype Manipulation Developmental Manipulation Phenotype Distribution Genotype Distribution Optimum Phenotype Range a) b) c) d) Manipulation of Mismatch Frequency Trait Value Mismatch Environment Manipulation 2) Three fundamental manipulations
  • 20. 3) Four main-strategies of applied evolutionary biology Control pests, pathogens, invading species by… • …slowing unwanted evolution • …reducing adversary fitness Protect desirable populations by… • …reducing phenotype environment mismatch • …increasing group performance
  • 21. Control pests, pathogens, invading species by… FOOD HEALTH ENVIRONMENT
  • 22. Protect desirable populations by… FOOD HEALTH ENVIRONMENT
  • 23. 5) From implementation to prospects • Environmental alignment to protect valued species • Genomic manipulation to improve valued species • Slowing unwanted evolution w/ environmental heterogeneity • Choosing population sources for translocation and restoration • Managing group vs. individual fitness for desired outcomes Implementation stage Experimental stage
  • 24. Environmental alignment to secure biodiversity and human health • In conservation biology and environmental management [Widely implemented] – Management of wild populations – Management of captive populations • In treatment of human life-style disease [Increasing attention] – Palaeo diet – Genomics – Phenotypic data – Exposome Environment Manipulation
  • 25. Altering genomes for improved food security and human health • Artificial selection, genetic engineering [Widely implemented] – Old art of artificial selection – Genetically engineered crops – Using genetic markers to guide artificial selection – Selection and engineering for drought/flood tolerance • Gene therapy and genomic replacement in humans [Increasing attention] – Gene therapy – failing to make it into market – Frontiers!? Mt genome replacement and ??? Genotype Manipulation
  • 26. Using environmental heterogeneity to delay resistance evolution • The refuge strategy in agricultural biocontrol efforts • Transfer to marine biodiversity, fisheries, cancer treatment Gatenby Nature 2009
  • 27. Choosing population sources to anticipate climate change • Moving biodiversity prevent future extinctions? • Review of assisted migration in agriculture, and forestry?
  • 28. Exploiting group versus individual performance in crops and livestock • Selecting for cooperative traits – [so far a mainly a prospect]
  • 29. 6) Addressing evolution across management sectors
  • 30. Interconnected problems • Emerging diseases – Antibiotic resistance – Flu outbreaks – Wildlife zoonoses • Agriculture – Pesticides as selective agents in humans and environment – Gene flow / hybridzation with wild species – Conservation of wild crop relatives to maintain evolutionary potential – Land use conflicts on a crowded planet
  • 31.
  • 32. 7) Implementing solutions in socio-ecological systems Ostrom Science 2009
  • 33. Tragedy of commons? PRONE TO SELF-ORGANIZATION • Small-scale • Few users • Distinguishable units • Medium productivity • Highly predictable • Low mobility • Small number stakeholders • High reliance • Norms • Leadership • Knowledge LESS PRONE TO SELF-ORGANIZATION • Large-scale • Many users • Non-visible differences • High-low productivity • Low predictability • Medium-High mobility • Large number of stakeholders • High-medium reliance • Norms? • Leadership? • Knowledge? REFLECTS MANY CHALLENGES OF APPLIED EVOLUTIONARY BIOLOGY AND CALLS FOR COMBINED TOP-DOWN AND BOTTOM-UP IMPLEMENTATION Ostrom Science 2009
  • 34. 8) Applied Evolution & Millennium Development Goals Strong evolutionary component •Eradicating extreme poverty and hunger •Reducing child mortality rates •Improving maternal health •Combatting HIV/AIDS, malaria, and other diseases •Ensuring environmental sustainability
  • 35. POST 2015 AGENDA? (before proposal of 17 SDGs) Griggs et al. 2013
  • 36. POST 2015 AGENDA Griggs et al. 2013
  • 37. Applied Evolutionary Biology & the Post 2015 agenda? • Goal 1: Thriving lives and livelihoods • Goal 2: Sustainable food security • Goal 3: Secure sustainable water • Goal 4: Universal clean energy • Goal 5: Healthy and productive ecosystems • Goal 6: Governance for sustainable societies
  • 38. Goal 1: Thriving lives and livelihoods • Reduce chronic lifestyle disease through environmental alignment of human lifestyle. • Reduce environmental levels of human toxicants through application of reduced selection response techniques* to pesticides/biocides. • Apply reduced selection response techniques to maintain long-term efficacy of antimicrobials and avert the antibiotics crisis. • Reconcile individual and group incentives in health systems to reduce virulence and resistance of emerging and re-emerging pathogens.
  • 39. Goal 2: Sustainable food security • Increase crop yield through continued selection of varieties and improved access to these. • Prolong efficacy of pesticides and artificially selected or GE crops through reduced selection response techniques. • Improve yields through integration of group selection in production of novel crop varieties. • Reduce climate change impact by choosing crop varieties resilient to drought, flooding and other extremes.
  • 40. Goal 3: Secure sustainable water • Increase water security through use of reduced selection response techniques to water polluting pesticides/biocides • Use genetic manipulation to produce crop varieties with improved water economy.
  • 41. Goal 4: Universal clean energy • Improve biofuels through genetic manipulation with the aim to reduce CO2 emissions and land area for energy production. • Assess risks and benefits of synthetic organisms for biofuel production taking taking gene flow, land use and property rights issues into account.
  • 42. Goal 5: Healthy and productive ecosystems • Reduce biodiversity extinction rates through environmental alignment and genetic manipulation of fitness. • Retain naturalness of captive biodiversity through environmental alignment. • Choose pre-adapted or high diversity sources for increased habitat restoration success. • Avoid collapse and protect genetic diversity of aquatic resources through non-selective harvesting strategies informed by early warning signals.
  • 43. Goal 6: Governance for sustainable societies • Incorporate externalities from rapid evolution as well as the loss of evolutionary history and potential into green accounting for sustainable governance of the earth system. • Coordinate strategies of SDG’s in a coupled systems framework to reduce conflicts from inadvertent contemporary evolution and phenotype-environment mismatch.

Editor's Notes

  1. The first reality is that these issues share common evolutionary processes and conceptual underpinnings. The second is that in a rapidly changing world, questions of food security, personal and public health, and environmental conservation are in fact parts of a single, strongly interwoven biological fabric. EVOLUTION IS IMPORTANT IN SOLVING GLOBAL CHALLENGES IN FOOD, HEALTH AND ENVIRONMENTAL MANAGEMENT A unified discipline of applied evolutionary biology will both overcome and monopolize upon the largely independent histories of evolutionary perspectives in the different applied fields. Resulting synergies will spur progress in meeting a broad range of evolutionary challenges, and reveal widening opportunities for evolutionary design and management that in turn expand the knowledge base by providing new model systems for basic research.
  2. (SELECTED) KEY PUBLICATIONS IN THE HISTORY OF APPLIED EVOLUTION ARTIFICIAL SELECTION HAS BEEN USED LONG BEFORE DARWING, INTENIONALLY THOUSAND OF YEARS BEFORE, AND UNINTENTIONALLY AS LONG AS HUMANS HAVE EXISTED
  3. (SELECTED) KEY PUBLICATIONS IN THE HISTORY OF APPLIED EVOLUTION ARTIFICIAL SELECTION HAS BEEN USED LONG BEFORE DARWING, INTENIONALLY THOUSAND OF YEARS BEFORE, AND UNINTENTIONALLY AS LONG AS HUMANS HAVE EXISTED
  4. NOT ONLY LAGGING BEHIND CO-EVOLUTIONARY RACES
  5. In most agriculture and aquaculture, productivity is measured at the level of groups (e.g., field or herd) rather than in individual performance. More attention to traits that improve group performance may thus offer a broader suite of tactics to increase production while demanding fewer resources, including pesticides, to meet basic human needs () (Fig. 3). In the majority of natural systems, group selection is considered weak relative to selection among individuals (). Consequently, past natural selection in the ancestors of domesticated species may have favored traits that promote individual performance but are costly to group productivity. One important consequence may be greater current opportunities for artificial selection of individual traits that improve group performance while avoiding inadvertent evolution of ‘uncooperative’ individuals (8), such as those with competitive root structures in dryland field crops (). Artificial selection for group yield in maize has produced lines with reduced male function and that bear more-vertical leaves, which reduce the shading of neighbors. Both of these traits decrease individual plant performance while enhancing group productivity (,), but in the absence of strategic breeding to favor these changes directly, they have evolved only slowly, requiring 60 years to appear as unplanned responses to selection on group yield alone (). Weiner and colleagues () have proposed a proactive evolutionary design for wheat production that selects for traits that increase collective shading of weeds within specific planting configurations, in order to increase overall crop yield while reducing herbicide use. Similar group-based perspectives apply in animal husbandry, where traits like reduced aggressiveness favor group productivity under domestication, but might have been selected against in the wild (). By combining agronomy and environmental physiology with evolutionary modeling, group-based agricultural systems may offer new and more sustainable paths to meet global production goals. C. M. Donald, The breeding of crop ideotypes. Euphytica 17, 385–403 (1968). A. Gardner, A. Grafen, Capturing the superorganism: a formal theory of group adaptation. J. Evol. Biol. 22, 659–671 (2009). A. Kumar, N. C. Turner, D. P. Singh, P. Singh, M. Barr, Diurnal and seasonal patterns of water potential, photosynthesis, evapotranspiration and water use efficiency of clusterbean. Photosynthet. 37, 601–607 (1999). P. R. Jennings, Plant type as a rice breeding objective. Crop Sci. 4, 13–15 (1964). W. G. Duncan, W. A. Williams, R. S. Loomis, Tassels and productivity of maize. Crop Sci. 7, 37–39 (1967). D. N. Duvick, K. G. Cassman, Post-green-revolution trends in yield potential of temperate maize in the north-central United States. Crop Sci. 39, 1622–1630 (1999). J. Weiner, S. B. Andersen, W. K. M. Wille, H. W. Griepentrog, J. M. Olsen, Evolutionary Agroecology: the potential for cooperative, high density, weed-suppressing cereals. Evol. Appl. 3, 473–479 (2010). M. J. Wade, P. Bijma, E. D. Ellen, W. Muir, Group selection and social evolution in domesticated animals. Evol Applic. 3, 453–465 (2010).