SlideShare una empresa de Scribd logo
1 de 15
DRIVERS OF LEPTOSPIROSIS
TRANSMISSION AT THE HUMANANIMAL INTERFACE IN DISTINCT
COMMUNITY TYPES
Claudia Munoz-Zanzi, DVM, MPVM, PhD
Division of Epidemiology and Community Health
School of Public Health
University of Minnesota
Leptospirosis transmission cycle
Leptospirosis transmission cycle
• Components
Leptospirosis transmission cycle
• Components
• Transmission
dynamics within
each host species
Leptospirosis transmission cycle
• Components
• Transmission
dynamics within each
host species
• Interactions between
Components
Variations expected by
social (urban, farms,
villages) and
environmental/ecological
(temperate, tropical,
subtropical, arid,
Mediterranean) conditions
Study site: Los Rios Region, Chile

Climate
Temperate rain forest
Rainfall: 2,588 mm
Temperature: 17°C
summer and 8°C in
winter
Demography
364,592 hab.
% rural: 40%
% poverty: 20%
R. rattus
R. norvegicus
M. musculus
Wild rodents
Total

13%
0%
11%
25%
14%

Urban slums
Puddles

27%

Household water 5%

U-1
U-2
U-3
U-4

U-1
U-2
U-3
U-4

32%
68%
44%
40%
29%

3%
0% 2%
2%
5%
Rural villages
R. rattus
R. norvegicus
M. musculus
Wild rodents
Total

21%
33%
54%
27%
24%

Puddles

23%

Household water 0%

C-1
C-2
C-3
C-4
Cattle

47%

Sheep

16%

C-1
C-2
C-3
C-4

26%
15%
36% 23%
0%

0%
0% 1%
1%
1%
Farms
R. rattus
R. norvegicus
M. musculus
Wild rodents
Total

22%
4%
23%
17%
19%

Puddles

35%

Drinking water

23%

D-1
D-2
D-3
D-4

Cattle

27%

Sheep

16%

D-1
D-2
D-3
D-4

0%
13%
12%
5%
18%

0%
8% 4%
2%
5%
Putting it all together
Epidemiological studies:
 Leptospira in dogs:

 dog density,  slums
 rainfall 1-month prior

 Leptospira in puddles:

 Leptospira in rodents:

 dogs  temperature 1-week prior
 No. rodent signs,  rainfall 1-week prior
 farm household income

 farms,  Spring,  mice

 Leptospira in people:
 farms,
 women from slums
 men from farms

Molecular/serology studies:

Spatial studies:
 Leptospira in puddles from slums:

 Positive rodent 50 m buffer
 Specific habitats (wetlands, forest) in a 250m buffer
 Flow accumulation index, rainfall 1-week prior
For a given specific community type,
in a specific region:
Changes in the interactions between the components and/or
in the drivers of within-species transmission and/or drivers
of environmental contamination lead to:
- different levels of endemicity in different regions

Sao Paulo, Brazil
For a given specific community type,
in a specific region:
Changes in the interactions between the components and/or
in the drivers of within-species transmission and/or drivers
of environmental contamination lead to:
- different levels of endemicity in different regions
- seasonal changes in incidence

Trinidad and Tobago
For a given specific community type,
in a specific region:
Changes in the interactions between the components and/or
in the drivers of within-species transmission and/or drivers
of environmental contamination lead to:
- different levels of endemicity in different regions
- seasonal changes in incidence
- outbreaks
Take home message
• Transmission dynamics are complex and
heterogeneous, with changes that occur at different
scales
• Multidisciplinary team of investigators, training
(from undergrads to post-docs), and capacity
building
• More research is needed that includes:
– Prospective eco-epidemiological studies in
different community types from different regions
– Development of predictive/risk assessment
models
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•

Research Team
Carolina Encina , Miguel Salgado – Universidad Austral de Chile
Maria Diuk-Weisser – Yale University
James Lloyd-Smith – UCLA
Renee Galloway – CDC
Students
Marcelo Gonzalez (DVM)
Gunther Heyl (DVM)
Carolina Munoz (DVM)
Cesar Bauza (DVM)
Angel Astroza (PhD in Microbiology)
Meghan Mason (PhD in Epidemiology)
Bozena Morawski (PhD in Epidemiology)
Sergey Berg (PhD in Conservation Ecology)
Maud Lelu (Post-doc, Ecology and Modeling)
Hannah Fox (MPH in Maternal and Child Health)
Chris Campbell (MPH in Epidemiology)
Ashley Bekolay (MPH in Environmental Health)
Brooke Higgins (Undergrad, Biological Sciences),
Sarah Blau (Undergrad, Pre-Med)
Megan Girsh (Undergrad, Ecology)
Funding
– National Science Foundation
• Ecology of Infectious Disease Program (No. 0913570)
• Research Experience for Undergraduates Program
– University of Minnesota
• Epidemiology PhD Program Graduate Student Scholarship
• Undergraduates Research Opportunity Program (UROP)
• Grant-in-Aid Faculty Research Program
• Global Spotlight Program
– National Institutes of Health
• NIAID R03

Más contenido relacionado

La actualidad más candente

Land use change and the risk of selected zoonotic diseases: Observations from...
Land use change and the risk of selected zoonotic diseases: Observations from...Land use change and the risk of selected zoonotic diseases: Observations from...
Land use change and the risk of selected zoonotic diseases: Observations from...ILRI
 
Genetic diversity in endangered organisms
Genetic diversity in endangered organismsGenetic diversity in endangered organisms
Genetic diversity in endangered organismssameemakiran
 
Patches, Tsetse and Livelihoods in the Zambezi Valley, Zimbabwe
Patches, Tsetse and Livelihoods in the Zambezi Valley, ZimbabwePatches, Tsetse and Livelihoods in the Zambezi Valley, Zimbabwe
Patches, Tsetse and Livelihoods in the Zambezi Valley, ZimbabweNaomi Marks
 
Wildmeat, health, climate and environment: why balance matters
Wildmeat, health, climate and environment: why balance mattersWildmeat, health, climate and environment: why balance matters
Wildmeat, health, climate and environment: why balance mattersGlobal Landscapes Forum (GLF)
 
Evaluating the impacts of the development of irrigation schemes in arid and s...
Evaluating the impacts of the development of irrigation schemes in arid and s...Evaluating the impacts of the development of irrigation schemes in arid and s...
Evaluating the impacts of the development of irrigation schemes in arid and s...ILRI
 
The linkages between biodiversity and the transmission of emerging infectious...
The linkages between biodiversity and the transmission of emerging infectious...The linkages between biodiversity and the transmission of emerging infectious...
The linkages between biodiversity and the transmission of emerging infectious...Alison Specht
 
Comm env issues course GSU spring 2015 flyer
Comm env issues course GSU spring 2015 flyerComm env issues course GSU spring 2015 flyer
Comm env issues course GSU spring 2015 flyerCarrie Freeman
 
ISNTD WASH Conference - 1st November 2016 by Suzy Campbell
ISNTD WASH Conference - 1st November 2016 by Suzy CampbellISNTD WASH Conference - 1st November 2016 by Suzy Campbell
ISNTD WASH Conference - 1st November 2016 by Suzy CampbellCOUNTDOWN on NTDs
 
Climate_WNV_M_Weik
Climate_WNV_M_WeikClimate_WNV_M_Weik
Climate_WNV_M_WeikMatthew Weik
 
CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2
CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2
CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2ACDI/VOCA
 
Population, Carrying Capacity And Community
Population, Carrying Capacity And CommunityPopulation, Carrying Capacity And Community
Population, Carrying Capacity And CommunityMarilen Parungao
 
Agent-based modelling as an integrative framework for One Health: trypanosomi...
Agent-based modelling as an integrative framework for One Health: trypanosomi...Agent-based modelling as an integrative framework for One Health: trypanosomi...
Agent-based modelling as an integrative framework for One Health: trypanosomi...Naomi Marks
 
Building climate change resilience in mountains: evidence from Bhutan, Guatem...
Building climate change resilience in mountains: evidence from Bhutan, Guatem...Building climate change resilience in mountains: evidence from Bhutan, Guatem...
Building climate change resilience in mountains: evidence from Bhutan, Guatem...CIFOR-ICRAF
 
Kushog Factsheet #2 (Biological)
Kushog Factsheet #2 (Biological)Kushog Factsheet #2 (Biological)
Kushog Factsheet #2 (Biological)Emily McDonald
 

La actualidad más candente (20)

Land use change and the risk of selected zoonotic diseases: Observations from...
Land use change and the risk of selected zoonotic diseases: Observations from...Land use change and the risk of selected zoonotic diseases: Observations from...
Land use change and the risk of selected zoonotic diseases: Observations from...
 
Genetic diversity in endangered organisms
Genetic diversity in endangered organismsGenetic diversity in endangered organisms
Genetic diversity in endangered organisms
 
Patches, Tsetse and Livelihoods in the Zambezi Valley, Zimbabwe
Patches, Tsetse and Livelihoods in the Zambezi Valley, ZimbabwePatches, Tsetse and Livelihoods in the Zambezi Valley, Zimbabwe
Patches, Tsetse and Livelihoods in the Zambezi Valley, Zimbabwe
 
Genetic diversity lecture notes
Genetic diversity lecture notesGenetic diversity lecture notes
Genetic diversity lecture notes
 
Rudy Bueno_CV
Rudy Bueno_CVRudy Bueno_CV
Rudy Bueno_CV
 
Species diversity
Species diversitySpecies diversity
Species diversity
 
Popeco
PopecoPopeco
Popeco
 
Wildmeat, health, climate and environment: why balance matters
Wildmeat, health, climate and environment: why balance mattersWildmeat, health, climate and environment: why balance matters
Wildmeat, health, climate and environment: why balance matters
 
Evaluating the impacts of the development of irrigation schemes in arid and s...
Evaluating the impacts of the development of irrigation schemes in arid and s...Evaluating the impacts of the development of irrigation schemes in arid and s...
Evaluating the impacts of the development of irrigation schemes in arid and s...
 
UNC Water and Health Conference 2011: Professor Glenn Morris, University of F...
UNC Water and Health Conference 2011: Professor Glenn Morris, University of F...UNC Water and Health Conference 2011: Professor Glenn Morris, University of F...
UNC Water and Health Conference 2011: Professor Glenn Morris, University of F...
 
The linkages between biodiversity and the transmission of emerging infectious...
The linkages between biodiversity and the transmission of emerging infectious...The linkages between biodiversity and the transmission of emerging infectious...
The linkages between biodiversity and the transmission of emerging infectious...
 
Comm env issues course GSU spring 2015 flyer
Comm env issues course GSU spring 2015 flyerComm env issues course GSU spring 2015 flyer
Comm env issues course GSU spring 2015 flyer
 
ISNTD WASH Conference - 1st November 2016 by Suzy Campbell
ISNTD WASH Conference - 1st November 2016 by Suzy CampbellISNTD WASH Conference - 1st November 2016 by Suzy Campbell
ISNTD WASH Conference - 1st November 2016 by Suzy Campbell
 
Climate_WNV_M_Weik
Climate_WNV_M_WeikClimate_WNV_M_Weik
Climate_WNV_M_Weik
 
CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2
CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2
CSA Symposium 2016 - Dr Elizabeth Johnson, Dr. Teddy Allen, Day 1 Session 2
 
Population, Carrying Capacity And Community
Population, Carrying Capacity And CommunityPopulation, Carrying Capacity And Community
Population, Carrying Capacity And Community
 
Agent-based modelling as an integrative framework for One Health: trypanosomi...
Agent-based modelling as an integrative framework for One Health: trypanosomi...Agent-based modelling as an integrative framework for One Health: trypanosomi...
Agent-based modelling as an integrative framework for One Health: trypanosomi...
 
Building climate change resilience in mountains: evidence from Bhutan, Guatem...
Building climate change resilience in mountains: evidence from Bhutan, Guatem...Building climate change resilience in mountains: evidence from Bhutan, Guatem...
Building climate change resilience in mountains: evidence from Bhutan, Guatem...
 
Kushog Factsheet #2 (Biological)
Kushog Factsheet #2 (Biological)Kushog Factsheet #2 (Biological)
Kushog Factsheet #2 (Biological)
 
2 Populations
2   Populations2   Populations
2 Populations
 

Similar a Drivers of Leptospirosis Transmission at the Human-Animal Interface in Distinct Community Types

Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...
Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...
Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...Naomi Marks
 
The interconnections between human, animal and environmental health
The interconnections between human, animal and environmental healthThe interconnections between human, animal and environmental health
The interconnections between human, animal and environmental healthUniversity of Calgary
 
The challenge of climate-related infectious livestock diseases in undermining...
The challenge of climate-related infectious livestock diseases in undermining...The challenge of climate-related infectious livestock diseases in undermining...
The challenge of climate-related infectious livestock diseases in undermining...ILRI
 
Emerging Infectious Diseases.pptx explains necessary information about viruses
Emerging Infectious Diseases.pptx explains necessary information about virusesEmerging Infectious Diseases.pptx explains necessary information about viruses
Emerging Infectious Diseases.pptx explains necessary information about virusesrabanineyazi2016
 
G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16
G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16
G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16CASI, Arizona State University
 
Reemerging deseases
Reemerging deseasesReemerging deseases
Reemerging deseasesImran Subho
 
Unit 3_Population Ecology_Complete.pptx
Unit 3_Population Ecology_Complete.pptxUnit 3_Population Ecology_Complete.pptx
Unit 3_Population Ecology_Complete.pptxNkosenhle Dube
 
Jim Trostle: Pathogens in Ecuador
Jim Trostle: Pathogens in EcuadorJim Trostle: Pathogens in Ecuador
Jim Trostle: Pathogens in EcuadorGiovanni Quattrochi
 
Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...
Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...
Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...ILRI
 
L2 epi studies on com dx in hk
L2 epi studies on com dx in hkL2 epi studies on com dx in hk
L2 epi studies on com dx in hkMum Mum
 
Comparing the risk of mosquito-borne infections in humans in irrigated and no...
Comparing the risk of mosquito-borne infections in humans in irrigated and no...Comparing the risk of mosquito-borne infections in humans in irrigated and no...
Comparing the risk of mosquito-borne infections in humans in irrigated and no...ILRI
 
Mapping Disease Transmission Risk
Mapping Disease Transmission RiskMapping Disease Transmission Risk
Mapping Disease Transmission RiskTown Peterson
 
Host community structure determines pathogen outbreak potential
Host community structure determines pathogen outbreak potentialHost community structure determines pathogen outbreak potential
Host community structure determines pathogen outbreak potentialILRI
 

Similar a Drivers of Leptospirosis Transmission at the Human-Animal Interface in Distinct Community Types (20)

Dengue
DengueDengue
Dengue
 
Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...
Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...
Dynamic Drivers of Disease in Africa 'Ecohealth 2014' presentation on integra...
 
The interconnections between human, animal and environmental health
The interconnections between human, animal and environmental healthThe interconnections between human, animal and environmental health
The interconnections between human, animal and environmental health
 
The challenge of climate-related infectious livestock diseases in undermining...
The challenge of climate-related infectious livestock diseases in undermining...The challenge of climate-related infectious livestock diseases in undermining...
The challenge of climate-related infectious livestock diseases in undermining...
 
Emerging Infectious Diseases.pptx explains necessary information about viruses
Emerging Infectious Diseases.pptx explains necessary information about virusesEmerging Infectious Diseases.pptx explains necessary information about viruses
Emerging Infectious Diseases.pptx explains necessary information about viruses
 
G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16
G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16
G. Poste US ARMY Global Urbanization-Biosecurity 04.21.16
 
Reemerging deseases
Reemerging deseasesReemerging deseases
Reemerging deseases
 
Unit 3_Population Ecology_Complete.pptx
Unit 3_Population Ecology_Complete.pptxUnit 3_Population Ecology_Complete.pptx
Unit 3_Population Ecology_Complete.pptx
 
Jim Trostle: Pathogens in Ecuador
Jim Trostle: Pathogens in EcuadorJim Trostle: Pathogens in Ecuador
Jim Trostle: Pathogens in Ecuador
 
Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...
Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...
Land use, biodiversity changes and the risk of zoonotic diseases: Findings fr...
 
Bijoy Nandan S - UEI Day 2 - Kochi Jan18
Bijoy Nandan S - UEI Day 2 - Kochi Jan18Bijoy Nandan S - UEI Day 2 - Kochi Jan18
Bijoy Nandan S - UEI Day 2 - Kochi Jan18
 
The Pandora’s Box of One Health
The Pandora’s Box of One HealthThe Pandora’s Box of One Health
The Pandora’s Box of One Health
 
L2 epi studies on com dx in hk
L2 epi studies on com dx in hkL2 epi studies on com dx in hk
L2 epi studies on com dx in hk
 
nyokabi warsaw ppt-3
nyokabi warsaw ppt-3nyokabi warsaw ppt-3
nyokabi warsaw ppt-3
 
Comparing the risk of mosquito-borne infections in humans in irrigated and no...
Comparing the risk of mosquito-borne infections in humans in irrigated and no...Comparing the risk of mosquito-borne infections in humans in irrigated and no...
Comparing the risk of mosquito-borne infections in humans in irrigated and no...
 
Ecology of diseses
Ecology of disesesEcology of diseses
Ecology of diseses
 
Mapping Disease Transmission Risk
Mapping Disease Transmission RiskMapping Disease Transmission Risk
Mapping Disease Transmission Risk
 
descriptive epidemiology
descriptive epidemiologydescriptive epidemiology
descriptive epidemiology
 
Onehecohlthlatina
OnehecohlthlatinaOnehecohlthlatina
Onehecohlthlatina
 
Host community structure determines pathogen outbreak potential
Host community structure determines pathogen outbreak potentialHost community structure determines pathogen outbreak potential
Host community structure determines pathogen outbreak potential
 

Más de Global Risk Forum GRFDavos

Disaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian DohertyDisaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian DohertyGlobal Risk Forum GRFDavos
 
Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...Global Risk Forum GRFDavos
 
Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...Global Risk Forum GRFDavos
 
Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...Global Risk Forum GRFDavos
 
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...Global Risk Forum GRFDavos
 
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...Global Risk Forum GRFDavos
 
C&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLAC&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLAGlobal Risk Forum GRFDavos
 
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...Global Risk Forum GRFDavos
 
Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...Global Risk Forum GRFDavos
 
Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...Global Risk Forum GRFDavos
 
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...Global Risk Forum GRFDavos
 
Global Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANOGlobal Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANOGlobal Risk Forum GRFDavos
 
Capacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDACapacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDAGlobal Risk Forum GRFDavos
 
Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...Global Risk Forum GRFDavos
 
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...Global Risk Forum GRFDavos
 
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...Global Risk Forum GRFDavos
 
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...Global Risk Forum GRFDavos
 
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...Global Risk Forum GRFDavos
 
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...Global Risk Forum GRFDavos
 
A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...Global Risk Forum GRFDavos
 

Más de Global Risk Forum GRFDavos (20)

Disaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian DohertyDisaster Risk Management Knowledge Centre, Brian Doherty
Disaster Risk Management Knowledge Centre, Brian Doherty
 
Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...Disaster risk reduction and nursing - human science research the view of surv...
Disaster risk reduction and nursing - human science research the view of surv...
 
Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...Global alliance of disaster research institutes (GADRI) discussion session, A...
Global alliance of disaster research institutes (GADRI) discussion session, A...
 
Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...Towards a safe, secure and sustainable energy supply the role of resilience i...
Towards a safe, secure and sustainable energy supply the role of resilience i...
 
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
Making Hard Choices An Analysis of Settlement Choices and Willingness to Retu...
 
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
The Relocation Challenges in Coastal Urban Centers Options and Limitations, A...
 
C&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLAC&A Save the Children Urban DRR Project, Ray KANCHARLA
C&A Save the Children Urban DRR Project, Ray KANCHARLA
 
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
Involving the Mining Sector in Achieving Land Degradation Neutrality, Simone ...
 
Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...Disaster Risk Reduction and Nursing - Human Science research the view of surv...
Disaster Risk Reduction and Nursing - Human Science research the view of surv...
 
Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...Training and awareness raising in Critical Infrastructure Protection & Resili...
Training and awareness raising in Critical Infrastructure Protection & Resili...
 
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
IDRC Davos 2016 - Workshop Awareness Raising, Education and Training - Capaci...
 
Global Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANOGlobal Alliance of Disaster Research Institutes - Hirokazu TATANO
Global Alliance of Disaster Research Institutes - Hirokazu TATANO
 
Capacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDACapacity Development for DRR, Beatrice PROGIDA
Capacity Development for DRR, Beatrice PROGIDA
 
Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...Dynamic factors influencing the post-disaster resettlement success Lessons fr...
Dynamic factors influencing the post-disaster resettlement success Lessons fr...
 
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
Consequences of the Armed Conflict as a Stressor of Climate Change in Colombi...
 
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
Disaster Risk Perception in Cameroon and its Implications for the Rehabilitat...
 
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
Systematic Knowledge Sharing of Natural Hazard Damages in Public-private Part...
 
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
Exploring the Effectiveness of Humanitarian NGO-Private Sector Collaborations...
 
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
Can UK Water Service Providers Manage Risk and Resilience as Part of a Multi-...
 
A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...A Holistic Approach Towards International Disaster Resilient Architecture by ...
A Holistic Approach Towards International Disaster Resilient Architecture by ...
 

Último

9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls ServiceGENUINE ESCORT AGENCY
 
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...Sheetaleventcompany
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Sheetaleventcompany
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappInaaya Sharma
 
Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510Vipesco
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...adilkhan87451
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...parulsinha
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableJanvi Singh
 
Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...
Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...
Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...Anamika Rawat
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...parulsinha
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...chandars293
 
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...Dipal Arora
 
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near MeTop Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Mechennailover
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...tanya dube
 
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...parulsinha
 

Último (20)

9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
9630942363 Genuine Call Girls In Ahmedabad Gujarat Call Girls Service
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
 
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
 
Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510
 
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
Russian Call Girls Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service...
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
 
Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...
Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...
Andheri East ^ (Genuine) Escort Service Mumbai ₹7.5k Pick Up & Drop With Cash...
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
 
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
 
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near MeTop Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 8250077686 Top Class Call Girl Service Available
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
 

Drivers of Leptospirosis Transmission at the Human-Animal Interface in Distinct Community Types

  • 1. DRIVERS OF LEPTOSPIROSIS TRANSMISSION AT THE HUMANANIMAL INTERFACE IN DISTINCT COMMUNITY TYPES Claudia Munoz-Zanzi, DVM, MPVM, PhD Division of Epidemiology and Community Health School of Public Health University of Minnesota
  • 4. Leptospirosis transmission cycle • Components • Transmission dynamics within each host species
  • 5. Leptospirosis transmission cycle • Components • Transmission dynamics within each host species • Interactions between Components Variations expected by social (urban, farms, villages) and environmental/ecological (temperate, tropical, subtropical, arid, Mediterranean) conditions
  • 6. Study site: Los Rios Region, Chile Climate Temperate rain forest Rainfall: 2,588 mm Temperature: 17°C summer and 8°C in winter Demography 364,592 hab. % rural: 40% % poverty: 20%
  • 7. R. rattus R. norvegicus M. musculus Wild rodents Total 13% 0% 11% 25% 14% Urban slums Puddles 27% Household water 5% U-1 U-2 U-3 U-4 U-1 U-2 U-3 U-4 32% 68% 44% 40% 29% 3% 0% 2% 2% 5%
  • 8. Rural villages R. rattus R. norvegicus M. musculus Wild rodents Total 21% 33% 54% 27% 24% Puddles 23% Household water 0% C-1 C-2 C-3 C-4 Cattle 47% Sheep 16% C-1 C-2 C-3 C-4 26% 15% 36% 23% 0% 0% 0% 1% 1% 1%
  • 9. Farms R. rattus R. norvegicus M. musculus Wild rodents Total 22% 4% 23% 17% 19% Puddles 35% Drinking water 23% D-1 D-2 D-3 D-4 Cattle 27% Sheep 16% D-1 D-2 D-3 D-4 0% 13% 12% 5% 18% 0% 8% 4% 2% 5%
  • 10. Putting it all together Epidemiological studies:  Leptospira in dogs:  dog density,  slums  rainfall 1-month prior  Leptospira in puddles:  Leptospira in rodents:  dogs  temperature 1-week prior  No. rodent signs,  rainfall 1-week prior  farm household income  farms,  Spring,  mice  Leptospira in people:  farms,  women from slums  men from farms Molecular/serology studies: Spatial studies:  Leptospira in puddles from slums:  Positive rodent 50 m buffer  Specific habitats (wetlands, forest) in a 250m buffer  Flow accumulation index, rainfall 1-week prior
  • 11. For a given specific community type, in a specific region: Changes in the interactions between the components and/or in the drivers of within-species transmission and/or drivers of environmental contamination lead to: - different levels of endemicity in different regions Sao Paulo, Brazil
  • 12. For a given specific community type, in a specific region: Changes in the interactions between the components and/or in the drivers of within-species transmission and/or drivers of environmental contamination lead to: - different levels of endemicity in different regions - seasonal changes in incidence Trinidad and Tobago
  • 13. For a given specific community type, in a specific region: Changes in the interactions between the components and/or in the drivers of within-species transmission and/or drivers of environmental contamination lead to: - different levels of endemicity in different regions - seasonal changes in incidence - outbreaks
  • 14. Take home message • Transmission dynamics are complex and heterogeneous, with changes that occur at different scales • Multidisciplinary team of investigators, training (from undergrads to post-docs), and capacity building • More research is needed that includes: – Prospective eco-epidemiological studies in different community types from different regions – Development of predictive/risk assessment models
  • 15. • • • • • • • • • • • • • • • Research Team Carolina Encina , Miguel Salgado – Universidad Austral de Chile Maria Diuk-Weisser – Yale University James Lloyd-Smith – UCLA Renee Galloway – CDC Students Marcelo Gonzalez (DVM) Gunther Heyl (DVM) Carolina Munoz (DVM) Cesar Bauza (DVM) Angel Astroza (PhD in Microbiology) Meghan Mason (PhD in Epidemiology) Bozena Morawski (PhD in Epidemiology) Sergey Berg (PhD in Conservation Ecology) Maud Lelu (Post-doc, Ecology and Modeling) Hannah Fox (MPH in Maternal and Child Health) Chris Campbell (MPH in Epidemiology) Ashley Bekolay (MPH in Environmental Health) Brooke Higgins (Undergrad, Biological Sciences), Sarah Blau (Undergrad, Pre-Med) Megan Girsh (Undergrad, Ecology) Funding – National Science Foundation • Ecology of Infectious Disease Program (No. 0913570) • Research Experience for Undergraduates Program – University of Minnesota • Epidemiology PhD Program Graduate Student Scholarship • Undergraduates Research Opportunity Program (UROP) • Grant-in-Aid Faculty Research Program • Global Spotlight Program – National Institutes of Health • NIAID R03

Notas del editor

  1. 18,430 km2Population of 356,396 people32% are considered rural 28% live under the poverty lineEconomy of the region is based on agriculture, livestock, fishing, forestry, and tourismIt can be considered representative of many small urban/rural areas within Chile and other non-tropical, low socio-economic areas in the Americas