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Pest forecasting- Japanese
encephalitis, leptospirosis,
aflatoxicosis
CCAFS pest forecasting meeting Hanoi 19-21 March 2015
Johanna Lindahl
This presentation
• Background to the different selected diseases
• JE
• Leptospirosis
• Aflatoxins
• Etiology and epidemiology
Johanna Lindahl
Japanese Encephalitis
A short history
• Japanese borders opened 1853
• Summer Encephalitis 1870
• Outbreak 1924 over 6000 cases, close to 4000 deaths
• Isolated in 1935
• Japanese B Encephalitis ( Von Economo’s Encephalitis Lethargica was A)
Japanese encephalitis
A zoonotic disease
Fatal encephalitis in humans and horses- most common cause of viral
encephalitis in humans
Reproductive disease in swine- well described in epidemic areas
Johanna Lindahl
Population density (FAO stat
estimates)
•3 billion live in
endemic areas
•60 000 human
cases per year
•Case fatality 30%
The virus
Johanna Lindahl
• Enveloped, around 50 nm
• + ssRNA
• 5 genotypes
C prM E NS1 NS2A NS2B NS3 NS4A NS4B NS5
Non structural proteins
Japanese encephalitis virus
Johanna Lindahl
Japanese
Encephalitis
Group
Japanese
Encephalitis
Virus
St Louis
Encephalitis
Virus
Murray Valley
Encephalitis
Virus
West Nile
Virus
Flaviviridae
Pestivirus Hepacivirus Flavivirus
Flavivirus
Dengue
group
Yellow
fever group
Mammalian
Tick borne
group
Japanese
Encephalitis
Group
Serological cross-reactions!
Japanese Encephalitis Virus and
vectors
• A vector-borne virus- an arbovirus
• Mosquitoes, Culex species
• Culex tritaeniorhynchus
• Culex pseudovishnui
• Culex vishnui
• Culex gelidus
• Culex annulirostris
• Culex quinquefasciatus
Johanna Lindahl
Ss-RNA virus mutates rapidly- but
not when vector-borne
Culex vishnui subgroup
Johanna Lindahl
k= Probability that a vector feeding on an infected host gets infected.
Pf = Probability that a vector survives from one meal to the next.
Pe= Probability that a vector survives the Extrinsic incubation period, EIP
Q= Probability that a vector feeds from the right host – blood index for the host.
HBr= Host biting rate, the number of vectors feeding from an animal per day.
v= Probability of pathogens becoming infectious in the vector
C= Vector capacity
C= HBr Qvk Pe/(1- Pf)
Vector capacity and competence
Uptake of the pathogen
• Foregut
• Midgut
• Peritrophic
membrane
• Gut barrier
• Hindgut
Vertical transmission
Johanna Lindahl
• Due to infections of the eggs while virus circulates in
haemolymph
• Showed in experiments
• Naturally infected Mansonia and Culex males found
Johanna Lindahl
?
Pig keeping in the Mekong area
• Majority smallholders 1-2 sows
• Growing number of larger commercial farms
• Often a combination of gardening, aquaculture, livestock
and rice fields
• Almost half of Vietnamese rural households have pigs
• In 2008 26.8 million pigs in Vietnam, 3.6 million in
Mekong delta
• Pork is 70% of meat consumption in Vietnam, over 50%
in Cambodia
Johanna Lindahl
The importance of pigs
• Pigs important for smallholders
• Popular in Southeast Asia
• In Vietnam common with family farms
• Increasing number of large commercial farms
• More exotic breeds and AI
Johanna Lindahl
Johanna Lindahl
FAO statistics
www.fao.org
FAO statistics
How do people keep pigs, and
why is it important?
Johanna Lindahl
Pig and pork in Cambodia
Johanna Lindahl
• Keep it close to home for fear of theft, or because you have to take care of it
• Keep it in the house because no other space
• Keep it scavenging because there is no feed
Genotypes distribution and spread
Johanna Lindahl
1,2,3,4,5
1,2
1,2,3
3
1,3
Only one serotype!
Disease in humans and horses
• Incubation period 6-10 days
• Fever, headache and meningitis
• Coma, death
JEV and reproduction- pigs
• SMEDI: Stillbirth, mummification, embryonal death, infertility
• Middle third of pregnancy most affected
• Immunocompetence after 65-70 days
• Boars: orchitis, aspermia
• Differential diagnoses: PRRS, AD, CSF, leptospirosis, parvo
Sows sampled 1999
• 315 serum samples analyzed with IgG ELISA
• 60% had antibodies
• Increasing odds for seropositivity with increasing age
Johanna Lindahl
0
10
20
30
40
50
60
70
80
90
<1.5 year 1.5-3.5 >3.5 years
Seroprevalence
How much impact on reproduction in an
endemic area?
Association with stillborn piglets
• There was no association when all sows were included
• In sows <1.5 years more stillborn piglets with increasing OD-values
Johanna Lindahl
Johanna Lindahl
Too cold for mosquitoes
Mosquitoes start
breeding
Infections in
animals
Infections in
humans
Too cold for mosquitoes
Implications for human
epidemiology
• When JEV is newly introduced- many clinical cases, of all ages
• When endemic- most adults are immune, mainly children sick
• When childhood vaccination- fewer cases, but if low infection
pressures, may see cases among elderly
Johanna Lindahl
Urban presence of JEV?
• 43 female pigs sampled in the urban Ninh Kieu district
• 31 female pigs sampled in the rural Co Do district
• 73/74 were seropositive in an IgG ELISA
• 0/74 positive in an IgM ELISA
Johanna Lindahl
<Double-click here to enter title>
Can Tho city province
Human population /sqkm
350 - 500
850 - 900
1000 - 1200
1300 - 1400
7400 - 7500
Co Do
Vinh Thanh
Thot Not
O Mon
Phong Dien Cai Rang
Binh Thuy
Ninh Kieu
Ü
0 7,5 153,75 Kilometers
Collected mosquitoes
• Culex tritaeniorhynchus (36%)
• Culex gelidus (24%)
• Culex quinquefasciatus (15%)
Johanna Lindahl
Pigs and mosquitoes
Graphs showing the mosquitoes collected in households with and without pigs in Ninh Kieu district, Can Tho city, Vietnam.
Collections made close to humans are shown with thin boxes and collections close to pigs are shown with thick boxes.
A; total number of mosquitoes, B; Culex tritaeniorhynchus C; Culex gelidus D; Culex quinquefasciatus.
Circles depict outliers > 1.5 x the interquartile range and stars extreme outliers > 3 x the interquartile range.
JEV- infected mosquitoes
Johanna Lindahl
Household with JEV-positive
mosquito pool close to pigs
Household with pigs,
no positive pools
Household without pigs,
no positive pools
Epidemiological implications
• Most mosquitoes at urban households are potential vectors
• Pig keeping increase the number of vectors
• Close to pigs-higher risks of vectors
Johanna Lindahl
Should we not keep pigs?
• Food versus risks
• Badu Island: Moved Pigs 2.5 km from the urban area: reduced the JE cases,
but still could detect virus in the city
• Same situation in Singapore
• Japan increased pig numbers- decreased JE incidence
Johanna Lindahl
Questions remaining
Johanna Lindahl
Infection in other animals?
What is the reservoir in nature?
Which are all the possible vectors?
How are vectors affected by climate change?
What is the risk for emergence, especially in
urban areas?
Leptospirosis
Zoonoses
0
20000
40000
60000
80000
100000
120000
140000
Deaths - annual
Neglected zoonoses
Leptospira spp
• Spirochete- motile, aerobic, and similar to both Gram + and Gram -
• Multiple species and serovars
• Most mammals but also other animals
• Colonizes renal tubules in carriers
• Penetrates mucosal or skin abrasions
• Direct or indirect transmission
Johanna Lindahl
Reservoir host Serovar(s)
• Pigs pomona, tarassovi
• Cattle hardjo, pomona
• Horses bratislava
• Dogs canicola
• Sheep hardjo
• Racoon grippotyphosa
• Rats icterohaemorrhagiae, copenhageni
• Mice ballum, arborea, bim
• Marsupials grippotyphosa
• Bats cynopteri, wolffi
Johanna Lindahl
Clinical symptoms
• Affinity for kidney, liver, lung
• Pigs: Often subclinical in young pigs. Diarrhea, jaundice, anorexia,
reproductive failure, abortions.
• Humans: Jaundice, fever, myalgia, headache, vomiting/diarrhea,
liverdamage
• Case fatality in dogs can be up to 20%
Johanna Lindahl
Risk factors
• Water contact, poor sanitation, rainfalls and floodings
• Leptospires can survive for weeks in optimal condition,
warm and wet, neutral to slightly alkaline water.
• In dogs, a lag period of 3 months after rainfall
• Some studies in pigs show association with season,
some not.
Johanna Lindahl
Aflatoxins
Aflatoxins are a major issue
• Estimated that total mycotoxin losses in the
states are 1.4 billion USD annually
• Some years farmers are forced to dispose of
half their crops of corn and peanuts
• Thailand, Indonesia, Phillippines total market
loss: 200 million USD (and 700 million USD
costs for livestock losses and health costs)
Major effects on trade
When EU harmonized the limits:
• Decrease to 4 ppb: saves 2 lives per billion
• Europe receives 57% of African and Middle
eastern exports
• Estimated to decrease African exports by
64% (670 million USD)
• Peanuts one of Africa’s few export
commodities (Gambia, Senegal, South
Africa)
.. And that is only the monetary
values
• Acute outbreaks can claim 100s of lives (Kenya
outbreak 2004-2005 150 known fatal cases)
• 4.5 billion people chronically exposed (estimate by
US CDC)
• Aflatoxin one of the most potent carcinogens known
• Immunosupression
• Stunting
What are aflatoxins?
• Toxin produced by Aspergillus spp, mainly
Aspergillus flavus and Aspergillus parasiticus
• Metabolic by-product from certain strains
• Aspergillus flavus toxin
http://www.fda.gov/Food/FoodborneIllnessCont
aminants/CausesOfIllnessBadBugBook/ucm070
664.htm
Not only aflatoxins
Mycotoxin Main fungi Impact on animal health
Aflatoxins Aspergillus spp All livestock susceptible to different degrees.
Acute toxicity, hepatotoxic and nephrotoxic.
Carcinogenic and mutagenic.
Growth impairment. Immunosuppression.
Ochratoxin A Aspergillus spp,
Penicillum spp
Nephrotoxic
Immunosuppression
Possibly carcinogenic
Fumonisins Fusarium spp Toxic to liver and central nervous system
Possibly carcinogenic
Zearalenone Fusarium spp Swine highly sensitive, cattle less sensitive.
Endocrine disruption. Estrogenic effects,
reduced reproduction, feminisation,
malformations.
Trichotecenes Fusarium spp Gastrointestinal disturbance. Reduced feed
intake. Ill-thrift. Immunosuppression.
What is so tricky?
• Invisible toxin
• Odourless
• Heat-stable
Clean maize or fungus-free maize cobs. Photo by IITA.
Why is the toxin there?
• Fungi infect stressed crops pre-harvest, during
harvest or during storage
• Especially susceptible crops: maize, groundnuts
• Optimum temperature 37C (range 12-48)
• Mainly tropical disease
Photo by CIMMYT.
Photo by IITA. Aspergillus naturally infected groundnuts in
Farmer Consumer
Economi
c flow
Aflatoxin
flow
Human
exposure
Feed
producer
AB1
AB1
AB1-> AM1
AM1
Corn/feed
produced
at farm
Corn/feed
purchase
d
Milk produced
at farm
AB1 AM1
Treatment
s
Feed
seller Farmer
Veterinary
services
Milk
retailer
Agricultural services
Consumer
What promotes the fungal
growth?
• Pre-harvest: damage by insects, draughts
• Insects cause damage and are mechanical
vectors
• Post-harvest: Poor storage conditions
Improper drying of grains - Different grains being dried on roadside with rains
looming in the horizon. Photo by IITA
The consequences of export
barriers
• The best products are exported
• The bad products are left to the national
markets
Photo by IITA.
Climate change
Climate change and emergence
• Warmer- more mosquitoes? More
aflatoxins? More bacteria surviving?
• More irregularities in rain seasons
• Floodings
• Droughts
Emergence of diseases
• Population growth
• Increasing globalization
• Increased urbanization
• Climate changes
• Agricultural changes
Johanna Lindahl
Socio-economic drivers
• If you live on the streets:
• Can you protect yourself?
• Will you be reached by health measures?
• Will your cause of death be reported?
• Living standards decrease risks
• Proper building
• Mosquito nets
• Air condition
Suspected challenges
• JEV: High vaccination levels in Vietnam. Most infections subclinical.
Vaccination only good prevention.
• Lepto: Underdiagnosed. Un-controlled rodent populations. What can we do
with forecasting?
• Aflatoxins: Virtually unknown status. What can we do to mitigate?
Johanna Lindahl
One Health
Johanna Lindahl
Livelihood
Zoonoses
Food safety and security
Johanna Lindahl
Thank you for your attention!
Photo T. Jönsson

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Pest forecasting: Japanese encephalitis, leptospirosis, aflatoxicosis

  • 1. Pest forecasting- Japanese encephalitis, leptospirosis, aflatoxicosis CCAFS pest forecasting meeting Hanoi 19-21 March 2015 Johanna Lindahl
  • 2. This presentation • Background to the different selected diseases • JE • Leptospirosis • Aflatoxins • Etiology and epidemiology Johanna Lindahl
  • 4. A short history • Japanese borders opened 1853 • Summer Encephalitis 1870 • Outbreak 1924 over 6000 cases, close to 4000 deaths • Isolated in 1935 • Japanese B Encephalitis ( Von Economo’s Encephalitis Lethargica was A)
  • 5. Japanese encephalitis A zoonotic disease Fatal encephalitis in humans and horses- most common cause of viral encephalitis in humans Reproductive disease in swine- well described in epidemic areas Johanna Lindahl Population density (FAO stat estimates) •3 billion live in endemic areas •60 000 human cases per year •Case fatality 30%
  • 6. The virus Johanna Lindahl • Enveloped, around 50 nm • + ssRNA • 5 genotypes C prM E NS1 NS2A NS2B NS3 NS4A NS4B NS5 Non structural proteins
  • 7. Japanese encephalitis virus Johanna Lindahl Japanese Encephalitis Group Japanese Encephalitis Virus St Louis Encephalitis Virus Murray Valley Encephalitis Virus West Nile Virus Flaviviridae Pestivirus Hepacivirus Flavivirus Flavivirus Dengue group Yellow fever group Mammalian Tick borne group Japanese Encephalitis Group Serological cross-reactions!
  • 8. Japanese Encephalitis Virus and vectors • A vector-borne virus- an arbovirus • Mosquitoes, Culex species • Culex tritaeniorhynchus • Culex pseudovishnui • Culex vishnui • Culex gelidus • Culex annulirostris • Culex quinquefasciatus Johanna Lindahl Ss-RNA virus mutates rapidly- but not when vector-borne
  • 10.
  • 11. k= Probability that a vector feeding on an infected host gets infected. Pf = Probability that a vector survives from one meal to the next. Pe= Probability that a vector survives the Extrinsic incubation period, EIP Q= Probability that a vector feeds from the right host – blood index for the host. HBr= Host biting rate, the number of vectors feeding from an animal per day. v= Probability of pathogens becoming infectious in the vector C= Vector capacity C= HBr Qvk Pe/(1- Pf) Vector capacity and competence
  • 12. Uptake of the pathogen • Foregut • Midgut • Peritrophic membrane • Gut barrier • Hindgut
  • 13. Vertical transmission Johanna Lindahl • Due to infections of the eggs while virus circulates in haemolymph • Showed in experiments • Naturally infected Mansonia and Culex males found
  • 15. Pig keeping in the Mekong area • Majority smallholders 1-2 sows • Growing number of larger commercial farms • Often a combination of gardening, aquaculture, livestock and rice fields • Almost half of Vietnamese rural households have pigs • In 2008 26.8 million pigs in Vietnam, 3.6 million in Mekong delta • Pork is 70% of meat consumption in Vietnam, over 50% in Cambodia Johanna Lindahl
  • 16. The importance of pigs • Pigs important for smallholders • Popular in Southeast Asia • In Vietnam common with family farms • Increasing number of large commercial farms • More exotic breeds and AI Johanna Lindahl
  • 19.
  • 20. How do people keep pigs, and why is it important? Johanna Lindahl
  • 21. Pig and pork in Cambodia Johanna Lindahl • Keep it close to home for fear of theft, or because you have to take care of it • Keep it in the house because no other space • Keep it scavenging because there is no feed
  • 22. Genotypes distribution and spread Johanna Lindahl 1,2,3,4,5 1,2 1,2,3 3 1,3 Only one serotype!
  • 23. Disease in humans and horses • Incubation period 6-10 days • Fever, headache and meningitis • Coma, death
  • 24. JEV and reproduction- pigs • SMEDI: Stillbirth, mummification, embryonal death, infertility • Middle third of pregnancy most affected • Immunocompetence after 65-70 days • Boars: orchitis, aspermia • Differential diagnoses: PRRS, AD, CSF, leptospirosis, parvo
  • 25. Sows sampled 1999 • 315 serum samples analyzed with IgG ELISA • 60% had antibodies • Increasing odds for seropositivity with increasing age Johanna Lindahl 0 10 20 30 40 50 60 70 80 90 <1.5 year 1.5-3.5 >3.5 years Seroprevalence How much impact on reproduction in an endemic area?
  • 26. Association with stillborn piglets • There was no association when all sows were included • In sows <1.5 years more stillborn piglets with increasing OD-values Johanna Lindahl
  • 27. Johanna Lindahl Too cold for mosquitoes Mosquitoes start breeding Infections in animals Infections in humans Too cold for mosquitoes
  • 28. Implications for human epidemiology • When JEV is newly introduced- many clinical cases, of all ages • When endemic- most adults are immune, mainly children sick • When childhood vaccination- fewer cases, but if low infection pressures, may see cases among elderly Johanna Lindahl
  • 29. Urban presence of JEV? • 43 female pigs sampled in the urban Ninh Kieu district • 31 female pigs sampled in the rural Co Do district • 73/74 were seropositive in an IgG ELISA • 0/74 positive in an IgM ELISA Johanna Lindahl <Double-click here to enter title> Can Tho city province Human population /sqkm 350 - 500 850 - 900 1000 - 1200 1300 - 1400 7400 - 7500 Co Do Vinh Thanh Thot Not O Mon Phong Dien Cai Rang Binh Thuy Ninh Kieu Ü 0 7,5 153,75 Kilometers
  • 30. Collected mosquitoes • Culex tritaeniorhynchus (36%) • Culex gelidus (24%) • Culex quinquefasciatus (15%) Johanna Lindahl
  • 31. Pigs and mosquitoes Graphs showing the mosquitoes collected in households with and without pigs in Ninh Kieu district, Can Tho city, Vietnam. Collections made close to humans are shown with thin boxes and collections close to pigs are shown with thick boxes. A; total number of mosquitoes, B; Culex tritaeniorhynchus C; Culex gelidus D; Culex quinquefasciatus. Circles depict outliers > 1.5 x the interquartile range and stars extreme outliers > 3 x the interquartile range.
  • 32. JEV- infected mosquitoes Johanna Lindahl Household with JEV-positive mosquito pool close to pigs Household with pigs, no positive pools Household without pigs, no positive pools
  • 33. Epidemiological implications • Most mosquitoes at urban households are potential vectors • Pig keeping increase the number of vectors • Close to pigs-higher risks of vectors Johanna Lindahl
  • 34. Should we not keep pigs? • Food versus risks • Badu Island: Moved Pigs 2.5 km from the urban area: reduced the JE cases, but still could detect virus in the city • Same situation in Singapore • Japan increased pig numbers- decreased JE incidence Johanna Lindahl
  • 35. Questions remaining Johanna Lindahl Infection in other animals? What is the reservoir in nature? Which are all the possible vectors? How are vectors affected by climate change? What is the risk for emergence, especially in urban areas?
  • 38. Leptospira spp • Spirochete- motile, aerobic, and similar to both Gram + and Gram - • Multiple species and serovars • Most mammals but also other animals • Colonizes renal tubules in carriers • Penetrates mucosal or skin abrasions • Direct or indirect transmission Johanna Lindahl
  • 39. Reservoir host Serovar(s) • Pigs pomona, tarassovi • Cattle hardjo, pomona • Horses bratislava • Dogs canicola • Sheep hardjo • Racoon grippotyphosa • Rats icterohaemorrhagiae, copenhageni • Mice ballum, arborea, bim • Marsupials grippotyphosa • Bats cynopteri, wolffi Johanna Lindahl
  • 40. Clinical symptoms • Affinity for kidney, liver, lung • Pigs: Often subclinical in young pigs. Diarrhea, jaundice, anorexia, reproductive failure, abortions. • Humans: Jaundice, fever, myalgia, headache, vomiting/diarrhea, liverdamage • Case fatality in dogs can be up to 20% Johanna Lindahl
  • 41. Risk factors • Water contact, poor sanitation, rainfalls and floodings • Leptospires can survive for weeks in optimal condition, warm and wet, neutral to slightly alkaline water. • In dogs, a lag period of 3 months after rainfall • Some studies in pigs show association with season, some not. Johanna Lindahl
  • 43. Aflatoxins are a major issue • Estimated that total mycotoxin losses in the states are 1.4 billion USD annually • Some years farmers are forced to dispose of half their crops of corn and peanuts • Thailand, Indonesia, Phillippines total market loss: 200 million USD (and 700 million USD costs for livestock losses and health costs)
  • 44. Major effects on trade When EU harmonized the limits: • Decrease to 4 ppb: saves 2 lives per billion • Europe receives 57% of African and Middle eastern exports • Estimated to decrease African exports by 64% (670 million USD) • Peanuts one of Africa’s few export commodities (Gambia, Senegal, South Africa)
  • 45. .. And that is only the monetary values • Acute outbreaks can claim 100s of lives (Kenya outbreak 2004-2005 150 known fatal cases) • 4.5 billion people chronically exposed (estimate by US CDC) • Aflatoxin one of the most potent carcinogens known • Immunosupression • Stunting
  • 46. What are aflatoxins? • Toxin produced by Aspergillus spp, mainly Aspergillus flavus and Aspergillus parasiticus • Metabolic by-product from certain strains • Aspergillus flavus toxin http://www.fda.gov/Food/FoodborneIllnessCont aminants/CausesOfIllnessBadBugBook/ucm070 664.htm
  • 47. Not only aflatoxins Mycotoxin Main fungi Impact on animal health Aflatoxins Aspergillus spp All livestock susceptible to different degrees. Acute toxicity, hepatotoxic and nephrotoxic. Carcinogenic and mutagenic. Growth impairment. Immunosuppression. Ochratoxin A Aspergillus spp, Penicillum spp Nephrotoxic Immunosuppression Possibly carcinogenic Fumonisins Fusarium spp Toxic to liver and central nervous system Possibly carcinogenic Zearalenone Fusarium spp Swine highly sensitive, cattle less sensitive. Endocrine disruption. Estrogenic effects, reduced reproduction, feminisation, malformations. Trichotecenes Fusarium spp Gastrointestinal disturbance. Reduced feed intake. Ill-thrift. Immunosuppression.
  • 48. What is so tricky? • Invisible toxin • Odourless • Heat-stable Clean maize or fungus-free maize cobs. Photo by IITA.
  • 49. Why is the toxin there? • Fungi infect stressed crops pre-harvest, during harvest or during storage • Especially susceptible crops: maize, groundnuts • Optimum temperature 37C (range 12-48) • Mainly tropical disease Photo by CIMMYT. Photo by IITA. Aspergillus naturally infected groundnuts in
  • 50. Farmer Consumer Economi c flow Aflatoxin flow Human exposure Feed producer AB1 AB1 AB1-> AM1 AM1 Corn/feed produced at farm Corn/feed purchase d Milk produced at farm AB1 AM1 Treatment s Feed seller Farmer Veterinary services Milk retailer Agricultural services Consumer
  • 51. What promotes the fungal growth? • Pre-harvest: damage by insects, draughts • Insects cause damage and are mechanical vectors • Post-harvest: Poor storage conditions Improper drying of grains - Different grains being dried on roadside with rains looming in the horizon. Photo by IITA
  • 52. The consequences of export barriers • The best products are exported • The bad products are left to the national markets Photo by IITA.
  • 54. Climate change and emergence • Warmer- more mosquitoes? More aflatoxins? More bacteria surviving? • More irregularities in rain seasons • Floodings • Droughts
  • 55. Emergence of diseases • Population growth • Increasing globalization • Increased urbanization • Climate changes • Agricultural changes Johanna Lindahl
  • 56. Socio-economic drivers • If you live on the streets: • Can you protect yourself? • Will you be reached by health measures? • Will your cause of death be reported? • Living standards decrease risks • Proper building • Mosquito nets • Air condition
  • 57. Suspected challenges • JEV: High vaccination levels in Vietnam. Most infections subclinical. Vaccination only good prevention. • Lepto: Underdiagnosed. Un-controlled rodent populations. What can we do with forecasting? • Aflatoxins: Virtually unknown status. What can we do to mitigate? Johanna Lindahl
  • 59. Johanna Lindahl Thank you for your attention! Photo T. Jönsson