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Managing aflatoxin contamination
of maize through breeding
George Mahuku, International Maize and Wheat Improvement Center
(CIMMYT) [g.mahuku@cgiar.org]
Breakout Session 4 on Food Security
Science Forum 2013
Nutrition and health outcomes: targets for agricultural
research, Bonn, Germany, 23‒25 September 2013
Maize
• Most productive and widely
cultivated crop
• Cultivated in more than 125
developing countries where it
is sold or used for food,
animal feed and production
of different industrial
products.
• Provides food to more than
900 million people world
wide
Relative rank of maize by areas sown worldwide (FAOSTAT, 2010)
Demand (Million MT) Food Animal
Feed
1997 2020 change % mM
T
% mM
T
Global 586 852 45% 15% 128 68%
Industrial 291 344 18% 5% 17 76%
Developing 295 508 72% 22% 112 64%
Latin
America
75 118 57% 25% 30 60% 71
Africa 29 52 79% 76% 40 10% 5
Asia este 136 252 85% 4% 10 82% 207
(Predictions from IFPRI 2020)
Aspergillus falvus and aflatoxin
• Aspergillus flavus – opportunistic pathogen
– Higher incidence on maize grown under stressed conditions
– Insect or mechanical damaged kernels
• Superior adaptability
– Survives in a wide range of environments: plant debris, dead
insects and especially seeds
• Fungus does not need a live host to survive
• Complex environmental and ecological factors affect A.
flavus infection and aflatoxin contamination.
• Aflatoxin contamination is:
– unavoidable under the present production, processing and
storage of crops & commodities, but breeding and
management approaches can reduce risk
• No single strategy can effectively limit contamination.
An integrated approach is the strategy most likely to
work.
Drought / Heat Tolerance
Foliar Disease ResistanceInsect Resistance
Host Resistance
Strategy for Managing aflatoxin through
breeding
Why Host Resistance
• Most practical / economical for all
maize producers, especially for small
holder farmers
• Technology is easily transferred /
disseminated as this is packaged in
seed.
• Requires no extra production or
management resources
• Environmentally friendly - leaves no
harmful residues
• Is compatible with other control
strategies such as biological control
and proper storage techniques.
• Long term strategy
0
20
40
60
80
100
120
LE(N=30)
UE(N=10)
KC(N=0)
H/R(N=0)
LE(N=154)
UE(N=39)
KC(N=78)
H/R(N=155)
LE(N=143)
UE(N=40)
KC(N=40)
H/R(N=99)
% samples < 10
μg/kg
% samples >10
μg/kg
2009 2010 2011
%samples
Kenya Districts
Pre-harvest maize samples
Approach
• Goal: develop stress tolerant maize adapted to environmental
conditions where they will be grown.
• Direct approaches
– true resistance to A. flavus / afaltoxin
– Reduced aflatoxin production in infected plants
• Indirect approaches
– Tolerance to specific environmental and biotic factors that put plant
under stresses that trigger toxin production (e.g. drought, heat)
– Resistance to insects (especially ear feeding insects) & foliar diseases
– Ear and kernel characteristics, husk cover, etc – provide physical
barriers, etc
• Improved agronomic traits and performance (high yielding)
Opportunities
• Sources of resistance available
– Drought / heat tolerance
– Insect resistance
– Resistance to Foliar disease
• Techniques for establishing uniform disease pressures
developed
• Techniques to rapidly develop germplasm combining
resistance to different traits
• Cheap and robust aflatoxin assaying
• New tools – development of molecular markers to speed
introgression of resistance QTLs
Sources of A. flavus resistance in
experimental hybrids - 2011
Resistant hybridSusceptible hybrid
Maize inbred lines with reduced aflatoxin
levels
CML 348 52 jk
CML 289 116 ij
CML 247 225 g-i
CML 338 262 f-i
CML 339 315 f-i
CML 269 329 f-i
Mp 313E (A.f. resistant check) 58 jk
Tx 601 (A.f. resistant check) 220 g-i
SC 212M (A.f. susceptible check) 5139 a
Drought tolerant (DT) maize
Drought and Aflatoxin
• Aflatoxins flare up in
drought years, followed
by humid storage
• Aspergillus thrives when
plant is weak due to
drought / heat and other
abiotic stresses
Drought
tolerant
Drought
susceptible
Insect resistance to manage aflatoxin
• Vector relationship
– Insect larvae carries spores to surface of
damaged kernels where infection occurs
• Entry wounds for fungus
through feeding
– Fungal spores deposited on these wounds
germinate and infect kernels
• Stress on plants
– Root and stalk damage by insects causes
stress that predisposes the plants to
infection.
Approaches to accelerate time to success
• Use of right germplasm
– Elite drought / heat tolerant, disease & insect resistant germplasm
– Elite sources of resistance to A. flavus and aflatoxin
• Breeding tools
• Doubled haploid techniques
• Fast screening approaches that allow handling large populations
• MARS
• Rapid, robust, cheap aflatoxin assaying
– ELISA, NIR, BGYF
– Used to select genotypes combining high levels of pathogen resistance and low
propensity to accumulate aflatoxin
Screening for resistance to
aflatoxin accumulation
Field screening:
Colonized maize grain applied
before flowering
Inoculation with spore
suspension (1 106 spores/ml)
at milk stage
In-vitro screening:
Kernel colonization
Fungal colonization
Aflatoxin production
Reliable Disease establishment
Cheap Robust detection systems
• Prescreening of
Aspergillus ear rot
infection
• Uses black light assay to
observe fluorescence
from kojic acid, a
secondary metabolite
observed in colonized
grain.
• Entries with the lowest
levels will be run in
assays to quantify
aflatoxin B1 levels.
Maize lines VICAM
Aflatoxins
(μg/kg)
ELISA AFB1
(μg/kg)
CML495 4.0 3.5
CML247 2.9 2.1
DERRC2 15.0 2.1
P502c1F9 280.0 208.1
DTPWC9-F67 220.0 189.2
CML52 260.0 167.1
CL-02510 300.0 188.4
ELISA
- Low-cost (US$ 1 per sample analysis)
-Simple procedure, can be used as both qualitative and
quantitative assays
-Results comparable to HPLC
-High throughput analysis (100 to 400 samples/day)
Doubled haploid technology to speed
inbred line development
• Rapid development of inbred lines
combining:
– resistance to A. flavus and aflatoxin
– insect and disease resistance
– drought /heat tolerance
• DH technology offers:
– Faster Inbred Line Production + 100% Pure
Inbred Lines + Higher Efficiency Gains
– 2 generations needed to develop
homozygous inbred lines compared to 6
generations using conventional
techniques
9.02
9.03
9.04
9.06
9.07
9.08
9
9.01
bnlg1209
9.05
umc1191
umc1033
phi027
umc2121
umc1789
bnlg128
umc1277
umc1654
bnlg1191
umc1688
umc1867
umc1291
10.00
bnlg1451
10.01
bnlg640
10.02
umc1246
10.03
umc1053
umc1506
10.04
umc1477
10.05
umc1084
10.07
bnlg1450
10.08
bnlg1185
10
umc1898
phi062
10.06 umc1061
5.00
5.02
5.04
5.03
5.01
5.09
5
5.06
bnlg1046
umc1761
mmc0081
umc2019
mmc0481
bnlg1306
umc1153
bnlg603
5.05
5.07
5.08 umc2136bnlg2291
umc1667
umc10084.00
umc16824.01
nc004
4.03
nc005
bnlg1137
4.05
bnlg2162
4.06
umc1051
4.07
umc1173
4.08
umc1631
umc2011
4
umc17574.02
4.04
sts001
bnlg1126
4.09
4.10
2.06
2.07
2.08
2.00
2.01
2.03
2.04
2
umc1065
umc1079
phi109642
umc11852.02
umc1783
umc1637
umc1526
2.05
bnlg371
bnlg371
umc12921.00
umc17271.01
umc1166
bnlg14291.02
umc1070
phi001
1.03
umc1590
bnlg1057
1.06
umc1035
1
umc1065
umc2047
1.09
umc14211.11
umc1630
umc11181.12
bnlg1596
bnlg400
1.07
1.08
1.10
bnlg15981.04
1.05
umc2170
bnlg1759
phi075
6.00 bnlg238
6.01
umc1006
6.03
umc10146.04
bnlg1702
6.05
6
bnlg1165
6.02
umc1463
6.06
umc1248
6.07
phi0896.08
umc2059
6.09 umc1127
bnlg1154
umc1498
umc1632
umc21053.00
umc1746
3.02
umc1970
3.03 bnlg1144
3.04
bnlg1325
3.05
phi036
3.06
phi029
3.07
bnlg1063
3.08
bnlg1350
3.09
bnlg197
3.10
bnlg1182
3
umc1361
umc2048
umc1062
umc1642
3.01
umc1066
7.00
bnlg1200
7.01
bnlg1070
7.02
umc1001
7.04
umc1029
7
phi2604857.05
umc1407
phi1167.06
umc1799
umc2222
umc1978
phi114
7.03
umc1139
8.00
bnlg1194
8.01
bnlg1352
8.02
bnlg1863
8.03
bnlg666
8.04
umc1149
8.05
bnlg240
dupssr14
8.09
8
bnlg1828
8.07
bnlg1350
umc19978.06
8.08
Mp313Ea
Mp313Eb
Mp717
Mp715
Oh516
Tex6
B73
CML322
Collaboration with M. Warburton
What is needed to speed-up product
development
• Multi-environment screening of potential sources of resistance
• Confirmation of resistant germplasm
– need for a cheap and robust aflatoxin assaying system
• Rapid generation of inbred lines combining resistance to biotic
and abiotic stresses
• Awareness creation among farmers and consumers in
developing countries on health problems of aflatoxin exposure
Partners
• National agricultural research
institutes
• Other international organizations
– IITA, IFPRI, etc
• Universities in developing
countries
• Universities in developed
countries
• Private companies
• NGOs
• Policy markers
Risks
• Lack of funding to support breeding programs
/ activities
• Restrictions in Germplasm movement and
exchange across borders
• Unavailability of cheap and robust aflatoxin
detection tools & capaicty
• Adequate levels of resistance not obtained
• Lack of support from policy markers
• Emergence of new diseases
– Maize Lethal Necrosis (MLN)
Conclusion
• Occurrence of aflatoxins in maize is a complex series of interactions
between genotype, environment, pathogen and farmers’ practices. This
complexity poses difficulties in achieving control.
• Major bottlenecks;
– Poor awareness of the problem, lack of human capacity, and infrastructure for aflatoxin
monitoring and testing.
• Breeding for multiple stresses
– Focus on a single trait might not be sufficient
• Integrated approach may prove to be very effective in reducing pre- and
post-harvest aflatoxin contamination in maize.
• To reduce aflatoxin risk in maize, we may need to combine:
– Drought and heat tolerance
– Resistance to insects (especially ear feeding insects)
– Host plant resistance (A. flavus and aflatoxin accumulation)
– Resistance to foliar diseases

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Managing aflatoxin contamination of maize through breeding

  • 1. Managing aflatoxin contamination of maize through breeding George Mahuku, International Maize and Wheat Improvement Center (CIMMYT) [g.mahuku@cgiar.org] Breakout Session 4 on Food Security Science Forum 2013 Nutrition and health outcomes: targets for agricultural research, Bonn, Germany, 23‒25 September 2013
  • 2. Maize • Most productive and widely cultivated crop • Cultivated in more than 125 developing countries where it is sold or used for food, animal feed and production of different industrial products. • Provides food to more than 900 million people world wide Relative rank of maize by areas sown worldwide (FAOSTAT, 2010) Demand (Million MT) Food Animal Feed 1997 2020 change % mM T % mM T Global 586 852 45% 15% 128 68% Industrial 291 344 18% 5% 17 76% Developing 295 508 72% 22% 112 64% Latin America 75 118 57% 25% 30 60% 71 Africa 29 52 79% 76% 40 10% 5 Asia este 136 252 85% 4% 10 82% 207 (Predictions from IFPRI 2020)
  • 3. Aspergillus falvus and aflatoxin • Aspergillus flavus – opportunistic pathogen – Higher incidence on maize grown under stressed conditions – Insect or mechanical damaged kernels • Superior adaptability – Survives in a wide range of environments: plant debris, dead insects and especially seeds • Fungus does not need a live host to survive • Complex environmental and ecological factors affect A. flavus infection and aflatoxin contamination. • Aflatoxin contamination is: – unavoidable under the present production, processing and storage of crops & commodities, but breeding and management approaches can reduce risk • No single strategy can effectively limit contamination. An integrated approach is the strategy most likely to work.
  • 4. Drought / Heat Tolerance Foliar Disease ResistanceInsect Resistance Host Resistance Strategy for Managing aflatoxin through breeding
  • 5. Why Host Resistance • Most practical / economical for all maize producers, especially for small holder farmers • Technology is easily transferred / disseminated as this is packaged in seed. • Requires no extra production or management resources • Environmentally friendly - leaves no harmful residues • Is compatible with other control strategies such as biological control and proper storage techniques. • Long term strategy 0 20 40 60 80 100 120 LE(N=30) UE(N=10) KC(N=0) H/R(N=0) LE(N=154) UE(N=39) KC(N=78) H/R(N=155) LE(N=143) UE(N=40) KC(N=40) H/R(N=99) % samples < 10 μg/kg % samples >10 μg/kg 2009 2010 2011 %samples Kenya Districts Pre-harvest maize samples
  • 6. Approach • Goal: develop stress tolerant maize adapted to environmental conditions where they will be grown. • Direct approaches – true resistance to A. flavus / afaltoxin – Reduced aflatoxin production in infected plants • Indirect approaches – Tolerance to specific environmental and biotic factors that put plant under stresses that trigger toxin production (e.g. drought, heat) – Resistance to insects (especially ear feeding insects) & foliar diseases – Ear and kernel characteristics, husk cover, etc – provide physical barriers, etc • Improved agronomic traits and performance (high yielding)
  • 7. Opportunities • Sources of resistance available – Drought / heat tolerance – Insect resistance – Resistance to Foliar disease • Techniques for establishing uniform disease pressures developed • Techniques to rapidly develop germplasm combining resistance to different traits • Cheap and robust aflatoxin assaying • New tools – development of molecular markers to speed introgression of resistance QTLs
  • 8. Sources of A. flavus resistance in experimental hybrids - 2011 Resistant hybridSusceptible hybrid
  • 9. Maize inbred lines with reduced aflatoxin levels CML 348 52 jk CML 289 116 ij CML 247 225 g-i CML 338 262 f-i CML 339 315 f-i CML 269 329 f-i Mp 313E (A.f. resistant check) 58 jk Tx 601 (A.f. resistant check) 220 g-i SC 212M (A.f. susceptible check) 5139 a
  • 10. Drought tolerant (DT) maize Drought and Aflatoxin • Aflatoxins flare up in drought years, followed by humid storage • Aspergillus thrives when plant is weak due to drought / heat and other abiotic stresses Drought tolerant Drought susceptible
  • 11. Insect resistance to manage aflatoxin • Vector relationship – Insect larvae carries spores to surface of damaged kernels where infection occurs • Entry wounds for fungus through feeding – Fungal spores deposited on these wounds germinate and infect kernels • Stress on plants – Root and stalk damage by insects causes stress that predisposes the plants to infection.
  • 12. Approaches to accelerate time to success • Use of right germplasm – Elite drought / heat tolerant, disease & insect resistant germplasm – Elite sources of resistance to A. flavus and aflatoxin • Breeding tools • Doubled haploid techniques • Fast screening approaches that allow handling large populations • MARS • Rapid, robust, cheap aflatoxin assaying – ELISA, NIR, BGYF – Used to select genotypes combining high levels of pathogen resistance and low propensity to accumulate aflatoxin
  • 13. Screening for resistance to aflatoxin accumulation Field screening: Colonized maize grain applied before flowering Inoculation with spore suspension (1 106 spores/ml) at milk stage In-vitro screening: Kernel colonization Fungal colonization Aflatoxin production Reliable Disease establishment
  • 14. Cheap Robust detection systems • Prescreening of Aspergillus ear rot infection • Uses black light assay to observe fluorescence from kojic acid, a secondary metabolite observed in colonized grain. • Entries with the lowest levels will be run in assays to quantify aflatoxin B1 levels.
  • 15. Maize lines VICAM Aflatoxins (μg/kg) ELISA AFB1 (μg/kg) CML495 4.0 3.5 CML247 2.9 2.1 DERRC2 15.0 2.1 P502c1F9 280.0 208.1 DTPWC9-F67 220.0 189.2 CML52 260.0 167.1 CL-02510 300.0 188.4 ELISA - Low-cost (US$ 1 per sample analysis) -Simple procedure, can be used as both qualitative and quantitative assays -Results comparable to HPLC -High throughput analysis (100 to 400 samples/day)
  • 16. Doubled haploid technology to speed inbred line development • Rapid development of inbred lines combining: – resistance to A. flavus and aflatoxin – insect and disease resistance – drought /heat tolerance • DH technology offers: – Faster Inbred Line Production + 100% Pure Inbred Lines + Higher Efficiency Gains – 2 generations needed to develop homozygous inbred lines compared to 6 generations using conventional techniques
  • 17. 9.02 9.03 9.04 9.06 9.07 9.08 9 9.01 bnlg1209 9.05 umc1191 umc1033 phi027 umc2121 umc1789 bnlg128 umc1277 umc1654 bnlg1191 umc1688 umc1867 umc1291 10.00 bnlg1451 10.01 bnlg640 10.02 umc1246 10.03 umc1053 umc1506 10.04 umc1477 10.05 umc1084 10.07 bnlg1450 10.08 bnlg1185 10 umc1898 phi062 10.06 umc1061 5.00 5.02 5.04 5.03 5.01 5.09 5 5.06 bnlg1046 umc1761 mmc0081 umc2019 mmc0481 bnlg1306 umc1153 bnlg603 5.05 5.07 5.08 umc2136bnlg2291 umc1667 umc10084.00 umc16824.01 nc004 4.03 nc005 bnlg1137 4.05 bnlg2162 4.06 umc1051 4.07 umc1173 4.08 umc1631 umc2011 4 umc17574.02 4.04 sts001 bnlg1126 4.09 4.10 2.06 2.07 2.08 2.00 2.01 2.03 2.04 2 umc1065 umc1079 phi109642 umc11852.02 umc1783 umc1637 umc1526 2.05 bnlg371 bnlg371 umc12921.00 umc17271.01 umc1166 bnlg14291.02 umc1070 phi001 1.03 umc1590 bnlg1057 1.06 umc1035 1 umc1065 umc2047 1.09 umc14211.11 umc1630 umc11181.12 bnlg1596 bnlg400 1.07 1.08 1.10 bnlg15981.04 1.05 umc2170 bnlg1759 phi075 6.00 bnlg238 6.01 umc1006 6.03 umc10146.04 bnlg1702 6.05 6 bnlg1165 6.02 umc1463 6.06 umc1248 6.07 phi0896.08 umc2059 6.09 umc1127 bnlg1154 umc1498 umc1632 umc21053.00 umc1746 3.02 umc1970 3.03 bnlg1144 3.04 bnlg1325 3.05 phi036 3.06 phi029 3.07 bnlg1063 3.08 bnlg1350 3.09 bnlg197 3.10 bnlg1182 3 umc1361 umc2048 umc1062 umc1642 3.01 umc1066 7.00 bnlg1200 7.01 bnlg1070 7.02 umc1001 7.04 umc1029 7 phi2604857.05 umc1407 phi1167.06 umc1799 umc2222 umc1978 phi114 7.03 umc1139 8.00 bnlg1194 8.01 bnlg1352 8.02 bnlg1863 8.03 bnlg666 8.04 umc1149 8.05 bnlg240 dupssr14 8.09 8 bnlg1828 8.07 bnlg1350 umc19978.06 8.08 Mp313Ea Mp313Eb Mp717 Mp715 Oh516 Tex6 B73 CML322 Collaboration with M. Warburton
  • 18. What is needed to speed-up product development • Multi-environment screening of potential sources of resistance • Confirmation of resistant germplasm – need for a cheap and robust aflatoxin assaying system • Rapid generation of inbred lines combining resistance to biotic and abiotic stresses • Awareness creation among farmers and consumers in developing countries on health problems of aflatoxin exposure
  • 19. Partners • National agricultural research institutes • Other international organizations – IITA, IFPRI, etc • Universities in developing countries • Universities in developed countries • Private companies • NGOs • Policy markers
  • 20. Risks • Lack of funding to support breeding programs / activities • Restrictions in Germplasm movement and exchange across borders • Unavailability of cheap and robust aflatoxin detection tools & capaicty • Adequate levels of resistance not obtained • Lack of support from policy markers • Emergence of new diseases – Maize Lethal Necrosis (MLN)
  • 21. Conclusion • Occurrence of aflatoxins in maize is a complex series of interactions between genotype, environment, pathogen and farmers’ practices. This complexity poses difficulties in achieving control. • Major bottlenecks; – Poor awareness of the problem, lack of human capacity, and infrastructure for aflatoxin monitoring and testing. • Breeding for multiple stresses – Focus on a single trait might not be sufficient • Integrated approach may prove to be very effective in reducing pre- and post-harvest aflatoxin contamination in maize. • To reduce aflatoxin risk in maize, we may need to combine: – Drought and heat tolerance – Resistance to insects (especially ear feeding insects) – Host plant resistance (A. flavus and aflatoxin accumulation) – Resistance to foliar diseases

Editor's Notes

  1. But we decided to do a more RIGOROUS