The document discusses breeding for disease resistance in pearl millet. It covers four main fungal diseases that impact pearl millet production: downy mildew, ergot, smut, and rust. For downy mildew, it describes screening techniques, major resistance sources identified, and genetics of resistance, noting that resistance is governed by major genes following a gene-for-gene relationship between host and pathogen.
Topic 9- General Principles of International Law.pptx
Breeding for disease resistance in
1. BREEDINGFOR DISEASE RESISTANCE IN
PEARL MILLET
1
Speaker : Gade Abhijit Anant Course No. : PBG-901
Degree : M.Sc. (Agri.) PBG Date : 31-3-2010
Major Advisor : Dr. K. K. Patel Time : 3:00 pm
2. I. Introduction
II. What is disease resistance ?
III. Downy mildew
Screening techniques
Resistance sources
Genetics
IV. Ergot
Screening techniques
Resistance sources
Genetics
V. Smut
Screening techniques
Resistance sources
Genetics
VI. Rust
Screening techniques
Resistance sources
Genetics
VII. Breeding methods
VIII. Emerging technologies
IX. Conclusion
X. Future thrust
CONTENT
2
3. Botanical name:- Pennisetum glaucum (L)
Family:- Poaceae
Sub Family:- Panicoideae
Genus:- Pennisetum
Origin:- Sahel zone of West Africa
Chromosome no.:- 2n=14,
Common Names:- Bajra, Bulrush millet, Spiked millet, Cat tail millet.
Distribution:- Semi-arid, arid regions of Africa, South America,
Southern Asia (Mainly India).
Summer pearl millet is popular in Gujarat State (2.35 t/ha. yield)
Uses:- Pearl millet is a dual purpose drought resistant crop useful for,
Human consumption - Leavened or Unleavened bread, Porridge, snacks,
unfermented beverage, beer and distilled drinks.
Animal Feed - Fodder, Hay, poultry feed.
Production of starch for industrial purpose.
3
INTRODUCTION
4. 2007-08 2008-09 2009-10
Area (’000 hec.)
India 9507.9 9571.3 8734
Gujarat 937 921 703.3
Production (’000 tonns.)
India 8423.7 9970.1 8890
Gujarat 1019 1307 961.3
Productivity (Kg/ hectares)
India 886 1042 1018
Gujarat 1088 1419 1370
Table 1 : Area and production of pearl millet in India and Gujarat
Anonymous (2009) 4
7. THE DEVELOPMENT OF FUNGAL DISEASES OCCURS IN FOUR STAGES –
1. Contact
2. Infection
3. Establishment
4. Development
1. Contact represents the loading of a pathogen on the host tissue.
2. Infection is the process by which the pathogen gains entry into host tissue.
3. In establishment phase, the pathogen proliferates and spreads within host
tissue, but the symptoms of disease do not become visible during this stage.
4. Development phase, is characterized by the development of characteristic
symptoms of disease and generally associated with multiplication of the
pathogen.
‘‘Disease resistance in host involves a restriction on the establishment and development
(multiplication) phase of pathogen. ’’
7
8. Escape:
Certain varieties of crop plants which undergo development and
maturation, may complete their life cycle before maximal infection
occurs.
Tolerance:
Inherent or acquired capacity to endure disease and to give
satisfactory returns.
Resistance:
Resistance is relative term and measured by using susceptible
cultivars of the same species as checks, which denotes less disease
development in the genotype than that in the susceptible variety.
Immune:
Means 100% freedom from infection. Pathogen can not
establish parasitic relationship with the host even under most favorable
condition.
MECHANISM OF RESISTANCE
8
9. A conceptual gene-for-gene interaction between host & pathogen leading to
Resistant (R) & Susceptible (S) reaction.
THE HOST PATHOGEN INTERACTION FOLLOWING GENE
FOR GENE CONCEPT
India Thakur et al. (2008) 9
10. (i) Vertical (Specific ) resistance
Specific resistance of host to the particular race of a pathogen
governed by mono or oligogenes.
(ii) Horizontal (General) resistance
The resistance of a host to most of the prevailing races of pathogen is
called horizontal resistance (non-specific resistance or minor gene resistance)
and governed by polygenes, and rarely by oligogenes.
TYPES OF RESISTANCE
10
1. To prevent yield losses
2. Cost effective
3. Easily adoptable
4. Eco-friendly control of disease
WHY RESISTANCE BREEDING?
12. Causal Organism:- Sclerospora graminicola
Class:- Oomycetes
Order:- Peronosporales
Family:- Peronosporaceae
Disease firstly reported by Butler (1907) in India and then by
Kulkarni (1913).
In India, downy mildew epidemics caused substantial yield losses
in F1 hybrids during 1970-76, 1983-1984 and again in 1987-1988.
First epidemics occurred in 1971.
Yield reducing potential is directly proportional to disease severity.
Yield reduces upto 60-70%.
Primary infection caused by (soil-borne, sexual) Oospores.
Secondary infection caused by (air-borne, asexual) Sporangia.
Disease is seed transmitted in the form of seed-carried oospores.
DOWNY MILDEW
12
14. I. Seedling stage:
Infected plants tiller excessively
Dwarfing and shortening of internodes
Foliage become pale and chlorotic
Broad chlorotic streaks extended from base to tip of leaf observed
Downy fungal growth can be visible on lower surface of leaf and in sever case it may appear on
upper surface
Chlorotic yellow streaks turn brown and leaf becomes shredded lengthwise
II. Green ear head stage:
When the pathogen infects the host systemically, ear head become malformed
Entire ear head is transformed into leafy structure the floral parts glumes, palea, stamens and
pistil converted into leafy structure.
Leafy structure become brown and dry up without grain formation, in some cases partial grain
filling observed.
Favourable conditions:-
High humidity < 90%
Presence of water on the leaves
Low atmospheric temperatures 150 _ 250 C.
SYMPTOMS
14
15. ICRISAT has developed highly effective field and greenhouse screening
techniques that can easily differentiate between resistant and susceptible
progenies.
I. Field screening technique
Both sporangia and oospores are used as sources of inoculum.
Involves sowing of susceptible infector genotypes, test materials and a
range of indicators and controls, in oospore-infected plots, and scoring
for disease incidence.
Infector rows are mixtures of two or more susceptible genotypes, which
are sown at regular intervals several weeks before planting the test
materials.
From emergence to the 1-2 leaf stage, these infector rows are spray-
inoculated with sporangial suspension during evening.
Material to be screened are sown in between rows after the infector
rows have 50-60% downy mildew incidence.
Known susceptible and resistant controls are sown with the test
materials at regular intervals to show the level of disease pressure and its
distribution in nursery.
SCREENING TECHNIQUES
15
16. II. Greenhouse and laboratory screening technique
Potted seedling are inoculated at the coleoptile to 1-leaf-stage either
by putting a drop of sporangial suspension (1 x 106 sporangia/ml) at the
tip of each seedling or spray inoculated using a hand sprayer.
Inoculation is done in an inoculation chamber maintained at 200 C and
> 95% relative humidity with a variable sporangial suspension and pots
are incubated overnight in this chamber.
Pots are then kept on green house benches at 25-300 C temperatures.
Seedlings are evaluated for downy mildew incidence two weeks after
inoculation.
16
ICRISAT, Patancheru. Hash et al. (1996)
22. Table 5: Downy mildew reaction and segregation ratios in F2 and BC generations from the pearl millet
cross DMSP 23 × DMRP 292 in the greenhouse during 1996–97 at ICRISAT Asia Center,
Patancheru.
Generation
Number of plantsa
Resistant Susceptible X2 Ratio P value
DMSP 23 × DMRP 292 F1 77 0 … …
DMSP 23 × DMRP 292 F2 202 63 3:1 0.95-0.50
DMSP 23 × (DMSP 23 × DMRP 292) BC1 211 195 1:1 0.50-0.20
DMRP 292 × (DMSP 23 × DMRP 292) BC2 230 0 … …
DMSP 23 2 240 … …
DMRP 292 185 0 … …
a. Pooled data from all tests.
Patancheru Singh and Talukdar (1998)
22
23. Crosses m d h i j l
114-1-R x CN-74-1 11.17** -1.90 -14.51** -17.40** -1.32 24.18**
114-1-R x CN-74-5 12.43** -0.86 -16.99** -18.44** 0.23 10.89*
114-1-R x SDN 347-1 5.67** -0.67 -0.64** -5.62** -0.14 8.26*
114-1-R x ECT-77 6.00** -1.92* -0.50 -1.17 -2.40 18.46**
7042 x CN 74-1 14.11** -11.94** 16.39** 35.40** 29.44** -35.63**
7042 x CN-74-5 24.37** -34.99** -0.53 17.14** -16.09** -3.67
7042 x SDN 347-1 11.82** -26.98** -28.64** 50.92** -0.52 -60.28**
7042 x ECT-77 13.07** -41.06** 52.64** 72.87** -27.71* -107.01**
Table 6: Estimates of gene effects for S. graminicola in different crosses of pearl millet.
*, ** Significant at 5% and 1% level, respectively;
D = Duplicate epistasis, C = Complementary epistasis.
Rahuri Shinde et al. (1984)
23
24. DM Resistance Breeding
DM Screening
Hybridization / Selection
Resistance / Virulence
monitoring
B - R -line x DMR line
F1 / F2 / F3 ----- / BC Progenies
F5 / F6 / BC5 / 7 Progenies
Advanced A -/ B- / R- lines
Initial hybrids
Advanced hybrids
Released / commercial hybrids
PMDMVN
Resistance stability / Donor
Virulence diversity
On – farm DM survey
Disease reaction of hybrids
Isolates collection and
Characterization
Identification of new virulent
pathotypes
Greenhouse
Single / Multiple
pathotype
DM Field nursery
Location – specific
pathotype
FIGURE: PROPOSED PROTOCOL FOR DOWNY MILDEW (DM) RESISTANCE BREEDING IN PEARL MILLET
24
26. Causal Organism:- Claviceps fusiformis loveless
Class:- Ascomycetes
Order:- Hypocreales
Family:- Hypocreceae
Ergot was first reported on pearl millet in India by Thomas et al. (1945).
The causal fungus of ergot of pearl millet was first described by Loveless (1967).
First report of this disease in epiphytotic form was reported in 1956 from
Maharashtra by Bhide and Hegde (1957), and Shinde and Binde (1958).
Disease reduces grain yield up to 58.4 – 70.5%.
It adversely affected grain quality by mixture with the toxic alkaloids
contaminating sclerotia of pathogen.
Ergot contains poisonous alkaloids like ergosterol, ergotoxin, ergotomine,
ergosterine, ergocalvin. They cause vomiting, paralysis, gangrene or even death.
This toxins also reduces seed germination.
Longer protogyny periods usually result in higher disease incidence.
Primary infection caused due to Ascospores.
Secondary infection caused due to conidia produced in honey dew like
substance.
ERGOT
26
28. Disease appears only at flowering stage
Exudation of small droplets of light pinkish or brownish sticky fluid (honeydew) from
the infected spikelets
Under sever infection, many such spikelets exude plenty of honeydew, which trickle
long the ear head
Honeydew attracts the insects which helps in secondary spread of disease in the field
The infected ovaries darken with age and small grayish dark brown sclerotia are
formed
The sclerotia contain the alkaloid ergotoxin, which causes nervous breakdown in
human being and animals
Favourable conditions:-
High rainfall and high humidity during flowering
Presence of collateral host increase the disease development
Cool weather
SYMPTOMS
28
29. ICRISAT Center has developed an effective screening techniques that involves:
Bagging panicles at the boot-leaf stage with glassine selfing bags to allow
stigma emergence in a pollen-protected environment;
Inoculating panicles, 3-4 days later by briefly opening the bags and spraying the
panicles at the full protogyny stage (> 75% fresh stigmas) with an aqueous
conidial suspension (1 x 106 conidia ml-1 ) produced from honey dew of infected
panicles; providing high humidity (>80% RH) with overhead sprinklers twice a
day for 30 min each at 10 am and 5 pm on rain-free days;
Removing bags two weeks later and scoring ergot severity using a standard key.
SCREENING TECHNIQUES
29
ICRISAT, Patancheru. Hash et al. (1996)
31. Sr.
No.
Parent Origin Ergot
resistance
score
Height
(cm)
Days to
50%
flowering
Ear
length
(cm)
Tiller
number/half
meter
Yield
g/half
meter
Stock resistant to ergot
A. Exotic
1 IP 517 Mali R (1.5) 175 54 29 11.5 182
2 IP 1956 Nigeria R (1.0) 173 53 35 10.5 133
3 IP 1959 Nigeria R (1.5) 171 52 31 9.5 171
4 IP 326 Senegal R (2.0) 198 51 36 7.0 107
5 IP 855 USA R (1.5) 237 54 28 9.5 182
B. Indian
1 IP 1251 Andhra R (2.0) 177 51 28 11.0 155
2 IP 1833 Gujarat R (1.5) 155 49 29 12.0 217
3 IP 1847 Gujarat R (2.0) 183 50 26 10.5 186
4 IP 1902 Gujarat R (1.0) 197 50 24 8.0 163
5 IP 1581 Kashmir R (1.0) 180 53 27 11.0 111
Table 7: Some characteristics of the ergot resistance lines used in breeding for ergot resistance.
R – Resistance
New Delhi, ICAR Marthy (1977)
31
32. Entry
Mean ergot severity (%)2 at location3
SMR ABD JMN ICR LHD NDL MYS
ICMPE 13-6-27 3 1 2 2 3 3 1
ICMPE 13-6-30 1 1 2 2 4 2 4
ICMPE 134-6-25 1 1 1 1 2 1 1
ICMPE 134-6-34 1 1 1 1 2 1 1
ICMPES 1 1 1 1 1 2 1 2
ICMPES 2 1 2 1 1 1 2 5
ICMPES 23 1 2 1 2 2 2 3
ICMPES 27 1 1 1 1 1 1 1
ICMPES 28 1 5 1 3 1 6 8
ICMPES 32 1 15 2 4 2 1 8
Susceptible Control 86 79 44 93 65 49 54
Table 8: Performance of some selected ergot- resistant lines in the international pearl millet ergot
nursery (IPMEN) at one location in West Africa and six locations in India over 2-4 yrs (1981-84)
1. ICMPE = ICRISAT millet pathology ergot resistant line. ICMPES = ICMPE sib-bulk.
2. Of 20-40 inoculated head in two replications.
3. Locations:
SMR = Samaru (2 years’ data) ABD = Aurangabad (3 years’ data)
ICR = ICRISAT Center (3-4 years’ data) LDH = Ludhiana (3-4 years’ data)
NDL = New Delhi (3-4 years’ data) MYS = Mysore (3 years’ data)
Patancheru Thakur and Chahal (1987) 32
33. Table 9: Mean grain yield and disease reactions of five selected ergot - resistant populations (ICMPES)
Entry Ergot severity (%)2 Yield (Kg ha-1)1
ICMPES 8 1 2210
ICMPES 28 0 2170
ICMPES 29 0 2050
ICMPES 32 1 1970
ICMPES 9 1 1940
WC-C75 (control) 45 1942
S.E. 229
Mean 1730
C.V. (%) 23
1. Mean of seven locations: ICRISAT Center high fertility, ICRISAT Center low-fertility, ICRISAT Center
ergot nursery, Aurangabad, Pune, Bhavanisagar (all rainy season 1984), and ICRISAT Center, post
rainy season 1984. Plot size 6m2.
2. Based on open-head inoculation in ICRISAT Center ergot nursery, rainy season, 1984.
Patancheru, ICRISAT Thakur and Chahal (1987)
33
35. Mean ergot
severity (%)
Percentageb of lines in each classes at
F2 F3 F4 F5 F6
< 1 0 0 0 4 31
1-10 0 0 63 36 59
11-20 0 7 21 24 5
21-30 0 16 16 4 0
31-40 33 36 0 13 3
41-50 33 10 0 2 0
> 50 0 32 0 16 2
Total lines
screened
3 31 19 45 64
Table 10: Seven ergot severity classes in five generations of pearl millet from a crossa
between J 2238 and J 2210-2
a. One of two crosses having the greatest resistance at F6.
b. Rounded off to whole numbers.
c. Three populations screened but only two scored.
Patancheru Thakur et al. (1982)
35
37. SMUT
Causal Organism:- Tolyposporium penicillariae
Class:- Basidiomycetes
Order:- Ustilaginales
Family:- Ustilaginaceae
The disease has been reported from Pakistan, India, and the United States,
and from many countries in Africa. The earliest reports of this disease are
from Senegal by Chevalier (1931) and India by Ajrekar and Likhite (1933).
Smut is a panicle disease (it attacks the flowering head of the pearl millet).
Primary infection caused due to sporidia from spore balls in the soil from
previously infected crop residue and surface contaminated seeds used for
sowing.
Secondary infection caused due to air-borne sporidia (Teliospores).
The hybrid cultivars having long protogyny and poor fertility restoration
usually result in disease incidence.
Early pollination reduces the infection by pathogen.
Disease is seed transmitted.
37
39. Disease becomes apparent at the time of grain setting
Pathogen infects few florets and transforms them into black spore
containing smut spores
The infected sori larger and greater than normal healthy grains and they
are bright green to dirty black in colour
when the sori are ruptured, it releases millions of black smut spore balls
Favourable conditions:-
High relative humidity (>80 %)
Successive cropping with bajra
Cool temperature
SYMPTOMS
39
40. An effective screening technique for smut resistance in pearl millet involves:
Inoculation of panicles by injecting aqueous suspension of sporidia
(1 x 106/ml) into the ‘boot’.
Covering the inoculated panicles with parchment paper selfing bags.
Providing high humidity (> 80% RH) by using an overhead sprinkler,
normally twice a day, 30 min each at 10 am and 5 pm, on rain-free days.
Removing bags 15-20 days after inoculation and scoring panicles for smut
severity using a standard smut severity assessment key.
SCREENING TECHNIQUES
40
ICRISAT, Patancheru. Hash et al. (1996)
49. RUST
Causal Organism: - Puccinia substriatia var. penicillariae.
: - Puccinia substriatia var. indica.
Class:- Teliomycetes
Order:- Uredinales
Family:- Pucciniaceae
First reported by Zimmerman in 1904 on pearl millet at Amani, East Africa. Later on
the same rust was observed from several parts of India by Butler (1918) on pearl
millet.
Pearl millet rust is heteroecious i.e. required two distinct and unrelated host to
complete its life cycle.
Alternate host required for pathogen are,
- Brinjal, Solanum melongena L.(Egg - plant)
- Solanum spp.
- Wild type weed sp. (Euphorbia pulcherimma)
Eggplant provides primary inoculum for rust of pearl millet.
Rust is a foliar disease. Occurrence of the disease during the seedling stage can result
in substantial losses in grain and fodder yield and quality.
When rust appears late in the season grain yield may not be affected, but the disease
causes a severe reduction of digestible dry matter yield of forage.
49
50. United States
Asia: India, Sri Lanka, Pakistan
Africa: Chad, Congo, Ethiopia, Ghana, Guinea, Ivory Coast, Kenya, Malawi,
Mozambique, Nigeria, Senegal, Sierra Leone, South Africa, Sudan,
Tanzania, Uganda, Zambia and Zimbabwe.
Niger
Infection of the aecial host has been reported in Brazil, India, and
It has also been reported in Georgia, USA
GEOGRAPHICAL DISTRIBUTION
50
ICRISAT, Patancheru. Singh and King (1991)
51. Symptoms first appear on the lower older leaves .
Small, reddish brown to reddish orange, round to elliptical uredinia
develop mainly on foliage.
In infection sites developing late in the season, uredinia are replaced by
telia, which are black, elliptical, and sub- epidermal.
As severity of infection increases, leaf tissue will wilt and become
necrotic from the leaf apex to base.
Symptoms can occur on upper and lower surfaces of the leaves, but are
common on the upper surface.
Highly susceptible cultivars develop large pustules densely grouped on
leaf blades and on sheaths.
Favourable conditions:-
Cooler temperature
High humidity
SYMPTOMS
51
52. Screening against rust has been based largely on testing material at locations
where rust occurs in severe form every year if sowing is done at the
appropriate time. Known field inoculation procedures have been carried out at
ICRISAT Center:
Urediniospores from earlier-sown infector rows;
Spraying urediniospores on 25-40 day old crops; and
Spreading of uredinia-bearing leaves among 25-30 day old test plants.
Spraying urediniospores twice, at 25 and 35 days after sowing.
However, both field and greenhouse screening procedures are used at
the Coastal Plain Experiment Station in Tifton, Georgia.
SCREENING TECHNIQUES
52
ICRISAT, Patancheru. Hash et al. (1996)
58. Parents F1behaviour
(Reaction)
F2generation
Total
Ratio X2
value
S R R S R : S
PA 11B x 7042-1-4-4 R 186 59 245 3 : 1 0.110
PA 11B x 700481-27-5-2 R 260 62 322 13 : 3 0.054
PA 11B x IP 8695-4 R 130 39 169 3 : 1 0.333
PG - 12 x 7042-1-4-4 R 298 96 394 3 : 1 0.084
PG-12 x 700481-27-5-4 R 235 52 287 13 : 3 0.075
PG-12 x IP 8695-4 R 220 65 285 3 : 1 0.730
PG- 41 x 7042-1-4-4 R 175 53 228 3 : 1 0.393
PG - 41 x 700481-27-5-2 R 260 58 318 13 : 3 0.054
PG - 41 x IP 8695-4 R 183 59 242 3 : 1 0.115
Table 19: Reaction of parents, F1 and F2 segregation of pearl millet stocks (susceptible x resistant) to
P. substriata var. indica.
Ludhiana Pannu et al. (1996)
58
61. PEARL MILLET DOWNY MILDEW RESISTANCE QTL
India and UK Hash and Witcombe (2005)
61
Colored block indicate approximate genomic
positions of downy mildew resistance QTLs.
Color of block indicates the parental line that
contributed resistance mapping that position
in pearl millet genome.
62. PEARL MILLET MAPPING POPULATION CONTRIBUTING MORE RESISTANT ALLELE
India and UK Hash and Witcombe (2005)
62
Sources of pearl millet downy mildew population (and year of collection) used in
greenhouse disease screens of pearl millet mapping populations used to detect QTLs for
host plant resistance to Sclerospora graminicola.
63. 63
TRANSGENIC PEARL MILLET
1. Two-week-old plants after challenging with Sclerospora graminicola.
1T2 - Resistant transgenics showing healthy, normal growth.
UC - Susceptible plants of untransformed control with stunted growth.
SC - Plants of susceptible check with stunted growth.
2. 1T2 transgenics bearing selfed spikes grown in the glasshouse.
3. Plasmid Constructs used for genetic transformation.
3
Hyderabad Latha et al. (2006)
64. Table 20: Fungal bioassays on T2 progenies and segregation for downy mildew resistance
Susceptible controls/T2
transgenic lines
Total no. of
seedlings inoculated
No. of
resistant
seedlings
No. of
susceptible
seedlings
Untransformed control
(ICMP 451) 27 0 27
Susceptible check (7042S)
30 0 30
1T2 1 31 30 1
1T2 6 37 35 2
1T2 9 27 26 1
1T2 10 28 28 0
1T2 12 26 25 1
1T2 13 32 26 6
1T2 15 30 28 2
χ2 values for 1 df = 3.841 at 5% P - level.
Resistant, no disease symptoms. Susceptible, chlorotic streak and stunted growth
Hyderabad Latha et al. (2006)
64
65. Fig. Dendrogram based on AFLP polymorphisms in 19 pathogen isolates of Sg of pearl millet.
DETECTION OF GENETIC VARIABILITY IN (Sclerospora graminicola) BY AFLP
India Singru et al. (2002)
65
66. A1 cytoplasm is not associated with susceptibility or resistance. Nuclear
genes alone were responsible for the observed resistance or susceptibility.
Effective screening techniques (both field and greenhouse) are developed
which can easily differentiate between resistance and susceptible progenies.
Newer sources resistance are obtained from transgenic developments.
Resistance to downy mildew is governed by one gene with complete
dominant.
Resistance to ergot is recessive and polygenically controlled.
Smut severity and grain yield are controlled by both additive and non-
additive gene effects.
Resistance to rust is dominant trait with monogenic control.
QTLs information for downy mildew resistance in pearl millet allows
breeders, to incorporate and pyramid resistance gene into cultivars.
Use of AFLP to detect genetic variation is particularly important in selecting
mildew isolates to screen breeding material for identification of rust
resistance millet and monitoring changes in S. graminicola in relation to
changes in host for effective disease management.
66
CONCLUSION
67. Newer sources of resistance (stable, complete, recovery resistance)
needs to be identified and used in an effective disease resistance
breeding program.
Effective breeding methods which break the negative correlation
between disease resistance and yield.
Need to study details of host and pathogen interaction.
Studies on genetics and resistance mechanisms should receive more
attention to better understand the genetic diversity and stability in
the available resistance sources.
Tissue culture can be used to generate highly resistant somaclones for
diseases.
Identification of genetic markers for avirulence in pathogen.
Identification of disease resistance gene/ QTLs against specific
pathotypes.
Marker assisted selections along with conventional breeding methods
can be used for disease resistance breeding.
67
FUTURE THRUST