IWMGQSG, December 8 – 11, 2003, Toulouse QUANTITATIVE TRAIT LOCI FOR PARASITE RESISTANCE Sonja...
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Transcript of IWMGQSG, December 8 – 11, 2003, Toulouse QUANTITATIVE TRAIT LOCI FOR PARASITE RESISTANCE Sonja...
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QUANTITATIVE TRAIT LOCI FOR PARASITE RESISTANCE
Sonja Dominik
CSIRO Livestock Industries
Armidale
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KEY MESSAGES
Parasite resistance is….a prime trait to investigate on a
molecular level
….a very complex trait
….difficult to collect phenotypes for
….evidently influenced by major genes
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INTRODUCTION
Parasite resistance is a prime trait to investigate
on a molecular level!
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ECONOMIC IMPACT
Direct cost~ AUS$ 50 Million = EURO 30 Million
+ Indirect Cost~ AUS$ 250 Million = EURO 150 Million
Total Cost
~ AUS$ 300 Million = EURO 180 Million
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GENETIC VARIATION
Within-breed variation allows genetic progress
1990 1992 1994 1996 1998 2000
-0.4
-0.2
0.0
0.2
Ruby Hills genetic trends: 1990 to 2000
Year
Sta
nd
ard
de
via
tion
un
its
CFWMFDFEC
SELECT Breeding Services
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PARASITE OF MAJOR IMPORTANCE
• Haemonchus contortus
(Barbers pole)
• Trichostrongylus colubriformis / vitrinus (Black scour worm)
• Teladorsagia circumcincta (syn Ostertagia or Brown stomach worm)
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DIAGRAM OF IMMUNE RESPONSE
EXPULSION OF WORMS
Gut mucosa
Th
B-cells Clonal expansionPlasma cells AB
Clonal expansion
Processing / RecognitionMesenteric lymph nodes
Antigens
Behnke et al. 2003
StemcellsMastcellsEosinophilsNeutrophils
RecruitmentBone marrow
Th2 activation
CytokinesIL-3, IL-4, IL-5,IL-6,IL-9, IL-10, IL13
MemoryB-cells
IgG,IgM,IgE Inflammatorymediators
Plasmacells
Goblet cells
IgA IgG1 IgEMucus
Peristalsis
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• Large allelic variation
• Dominant
• Heritability 0.2 – 0.4
• MHC genes responsible for some genetic variation between strains
• Interaction between MHC and non-MHC genes
INSIGHTS FROM MOUSE EXPERIMENTS
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• FEC• TWC
• Serum antibody• Circulating eosinophils
• Packed cell volume• Plasma pepsinogen• Dag score• Faecal consistency score
PHENOTYPIC INDICATORS
Worm burden
Physiological host response
Clinical symptoms
(Beh and Maddox 1996)
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QTL FOR PARASITE RESISTANCE TRAITS IN SHEEP
Segregation analysis
H. contortus– Evidence for two QTL based on FEC in
ITT x Merino (Raadsma et al. 2002)
– Evidence from segregation analysis for QTL based on FEC in Merino (Meszaros et al. 2001)
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347 cM
Chromosome 1
T.colubriformisEPCDV010 – ILSTS044(Diez-Tascon et al. 2002)
T. colubriformisMcM130 – McM257(Beh et al. 2001)
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Chromosome 3
308.8 cM
T. colubriformisTGLA67 – OarVH130(Beh et al. 2001)
Multiple speciesIFNG region(Paterson et al. 2002)
Te. circumcinctaIFNG region(Coltman et al. 2001)
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Chromosome 6
148.7 cM
T. colubriformisMcM140 – McM257(Beh et al. 2001)
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89.6 cM
Chromosome 20
Te. circumcinctaDY locus(Buitkamp et al. 1996)
H. contortusOarCP73BM1815DYMS1(Janssen et al. 2002) Te. circumcincta
MHC-DRB1(Schwaiger et al. 1995)
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QTL FOR PARASITE RESISTANCE TRAITS IN SHEEP
Summary
– Evidence of QTL for parasite resistance
– Difficult to compare studies – wide range of phenotypes
– Most findings do not overlap, but IFNG is a very likely candidate
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CSIRO GENE MAPPING FLOCK
2 1 1 2 3 4 5 .....
1997HS Progeny
229 animals genotyped
FS-1 FS-4 FS-5 FS-6 FS-7 FS-8FS-2 FS-3
1994 - 1996Total of 15 fullsib groups172 animals genotyped
♀♂ ♂ ♀ ♀ ♀ ♀ ♀ ♀♀
Romney Grandsires
Merino Granddams
F1
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MATERIALS & METHODSPhenotypic data
• FEC 3, 4 and 5• FEC3, FEC4, FEC5 -> total FEC• crFEC3, crFEC4, crFEC5 -> total
crFEC
• 160 records
• Between 28% and 86% of animals infected
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MATERIALS & METHODSProtocol
• Check phenotypes for possible errors
• Check genotype data
• Test fixed effects
• Check residuals for normality
• QTL Express / Rqtl
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DISTRIBUTION OF RESIDUALS
Residual FEC3
FEC3
Fre
quen
cy
-2000 0 1000 3000
010
2030
4050
60
Residual cube root FEC3
cube root FEC3
Fre
quen
cy
-15 -5 0 5 10 15 20
010
2030
4050
60
Residual FEC4
FEC4
Fre
quen
cy
-10000 0 10000 30000
010
2030
4050
6070
Residual cube root FEC4
cube root FEC4
Fre
quen
cy
-20 -10 0 10 20 30 40
05
1015
2025
30
FEC5
FEC5
Fre
quen
cy
-10000 0 10000 30000
010
2030
4050
6070
cube root FEC5
cube root FEC5
Fre
quen
cy
-30 -10 0 10 20 30 40
010
2030
4050
Residual FEC3
FEC3
Fre
quen
cy
-2000 0 1000 3000
010
2030
4050
60
Residual cube root FEC3
cube root FEC3
Fre
quen
cy
-15 -5 0 5 10 15 20
010
2030
4050
60
Residual FEC4
FEC4
Fre
quen
cy
-10000 0 10000 30000
010
2030
4050
6070
Residual cube root FEC4
cube root FEC4
Fre
quen
cy
-20 -10 0 10 20 30 400
510
1520
2530
FEC5
FEC5
Fre
quen
cy
-10000 0 10000 30000
010
2030
4050
6070
cube root FEC5
cube root FEC5
Fre
quen
cy
-30 -10 0 10 20 30 40
010
2030
4050
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RESULTS
crFECtotal
FECtotal
crFEC5
FEC5
crFEC4
FEC4
crFEC3
FEC3
HKNPMLHKNPML
Chr. BChr. A
LOD scores for parasite resistance traits
5.6
5.75.53.5
4.9
2.4
3.78.3 2.8
2.8 2.5
4.6 3.1
2.1 2.73.17.0
3.22.85.63.8
3.8
3.8
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KEY POINTS FROM CSIRO MAPPING FLOCK
• Some evidence for QTL for parasite resistance
• Data Analysis
• Extension of the CSIRO mapping flock will provide more data for closer investigation
• Binomial analysis as an alternative analysis approach
IWM
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KEY MESSAGES
Parasite resistance is….a prime trait to investigate on a
molecular level
….a very complex trait
….difficult to measure
….evidently influenced by major genes
IWM
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emb
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THE FUTURE
• More work on the effects of data quality and analysis method on findings
• Combination of candidate gene approaches and mapping studies
• Comparative genomics plays an important role