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APARNA VELURU
ROLL NO- 10134
Components of a Molecular Mapping Programme
Marker
Software Population
Genetic Map Construction
 Selection of suitable parents
 Generation of appropriate mapping
population and its genotyping
 Calculation of pair-wise recombination
frequency between markers
 Identifying Linkage groups
 Estimation of map distances
 Determining map order
Selection of parents
 Source of parents
 Contrasting phenotype
 Sufficient variation at DNA level
Mapping Population
Types
• Mortal mapping population
• Immortal mapping population
 The population as such can be reproduced but it is
difficult or improbable to identify the individuals of
same genetic make up
F2 population
F2 derived F3 (F2:3) population
Backcross population
Mortal Mapping Population
Produced by selfing of the F1s between selected parents
Merits Appropriate populations for preliminary mapping
 Useful in identifying heterotic QTLs
 Requires less time and efforts for development
Demerits
 Linkage established using F2 population is
based on one cycle of meiosis
 Quantitative traits cannot be precisely mapped using F2
population
 Not an immortal population
 Of limited use for fine mapping and map saturation
F2 population: Genetic mapping in monkey flowerF2 population: Genetic mapping in monkey flower
Mimulus cardinalisMimulus lewisii X
Rodney Mauricio, 2001
Segregation pattern of a Co-dominant marker
in an F2 population
F2 derived F3(F2:3) population
 Obtained by selfing F2 individuals
 Suitable for
mapping quantitative traits
mapping recessive genes
 Useful for reconstitution of individual F2 genotypes
Demerit
 Like F2 population, it is not immortal
AA aa
F1
F2 AA Aa aa
All AA AA, Aa, aa All aaF3
Aa
Parents
Backcross population
 Generated by crossing F1 with either of the parents,
usually the recessive parent (test- cross)
 Requires less time for development
 Can be utilized for marker assisted backcross breeding
 Recombination from only one parent (F1) is accounted
 Population is not immortal
Demerits
Back cross design :Genetic mapping in Louisiana irises
Iris fulva
Iris brevicaulis
F1 X Iris brevicaulis
BC 1
F1 X Iris fulva
BC2
Rodney Mauricio, 2001
A population which can reproduce itself or can be
reproduced without any change in genetic make
up of constituent individuals
 Doubled Haploids (DHs)
 Recombinant Inbred Lines (RILs)
 Immortalized F2 population
 Near - Isogenic Lines (NILs)
 NILs- F2
 MAGIC

Immortal Mapping Population
Anther culture
Haploids
Chromosome doubling
Parent 1 x Parent 2
F1 plants
Doubled Haploids
Merits Demerits
 Permanent population
 Instant production of
homozygous lines
 Suitable for mapping both
qualitative and quantitative
traits
 Recombination from male side
alone is accounted
 Non-availability of suitable
haploid production techniques
 Anther culture induced variation
 Differential regeneration
response of parents
Since recombination information is derived from only one parent, BC and DH
require twice the population size than F2
Recombinant Inbred Lines (RILs)
 Produced by selfing or sib-mating F2
individuals till they reach homozygosity
 Self incompatibility
 Inbreeding depression
 Population size
Production of RILs
Segregation pattern of a Co-dominant marker
in a RILs population
Recombinant Inbred Lines
Merits Demerits
 RILs are immortal
 Of immense use for QTL
mapping
 Suitable for fine mapping &
map saturation
 RILs are twice as efficient as
an F2 population
 Require many seasons/
generations to develop
 Inbreeding depression if
present, could hinder RILs
production
Near- Isogenic Lines
 Can be developed either through selfing or backcrossing
Parent A x Parent B
F1 (Selfing)
F2
Selection and selfing
NILs
Hom. Dom: Het. : Hom. Rec.
Parent A x Parent B
F1 x Parent B
BC1: Selection and backcrossing
NILs
Development of NILs through selfing
Parent 1 Parent 2X
AA BB CC RR aa bb cc rr
Aa Bb Cc RrF1
F2 AA bb CC Rr
AA bb CC RR AA bb CC rr
Isogenic Lines
 Identification of heterozygote for target trait
 NILs would differ from parents
 Simple procedure
Merits Demerits
 Immortal populations
 Suitable for gene tagging
 Useful in functional genomics
 Require many generations
to develop
 Not useful for linkage
mapping
 Linkage drag
Near -Isogenic Lines
Immortalized F2
population
Parent 1 Parent 2
AAbb X aaBB
F1 AaBb
Conventional F2 population Immortalized F2 population
RILs produced from
AAbb X aaBB
AABB, AAbb
aaBB, aabb
Six possible RIL
combinations
Six heterozygous
genotypes
AABB X AAbb
X aaBB
X aabb
AABb
AaBB
AaBb
AAbb X aaBB
X aabb
AaBb
Aabb
aaBB X aabb aaBb
AB Ab aB ab
AB AABB AABb AaBB AaBb
Ab AABb AAbb AaBb Aabb
aB AaBB AaBb aaBB aaBb
ab AaBb Aabb aaBb aabb
F2
Development of Chromosomal Segment
Substitution Lines (CSSLs)
Association mapping (AM)- process of identification of genetic markers for qualitative or
quantitative traits using statistical tools on population of unrelated individuals
MAGIC – a 2nd
generation mapping resource
-a new generation tool for gene-trait association for multi-genic
trait or QTLs in crop plants with large genome size leading
towards candidate gene isolations.
Inter-cross ‘n’ lines
for n/2 Gen
RILs
Selfing
Cavanagh et al., 2008,
Step-2: Genotype the RILs with markers
Step 1: Creation of inbred lines
NESTED ASSOCIATION MAPPING
Reference line
X
A
a
b b
C c
d d
E e
a a
B b
c c
D d
E e
a aA a A a a a
B bB bb bb b
c cC cc cC c
d d D dD dd d
E E E e E e E e
P1 P2 1 2 3 4
M1
M2
M3
M4
M5
1:1
3:1
Marker Nature Genetic Segregation Ratio
F2 RILs DHs Backcross
B1 B2
RFLP Codominant 1:2:1 1:1 1:1 1:1 1:1
RAPD Dominant 3:1 1:1 1:1 1:0 1:1
AFLP Dominant 3:1 1:1 1:1 1:0 1:1
SSR Codominant 1:2:1 1:1 1:1 1:1 1:1
Genetic Segregation Ratio in Different
Marker-Population Combination
Precautions in molecular mapping
 Selection of suitable populations and marker
system
 Proper phenotypic characterization of mapping
populations
Replicating over location and time
Estimation of G x E effect
Use of proper scales (disease resistance)
 Segregation distortion of the traits or the markers
Bulk segregant analysis (BSA)
Resistant Parent Susceptible ParentX
F1
F2 individuals
R P S P R B S B R R S R S S
Michelmore et al, 1991
BSA- Some insights
 Probability of false positive is extremely low (2-19
- 2x10-6
)
even in 10 plants bulk
 Markers detection Vs recombination window
Recombination window Marker detection
20 cM Detectable by presence/ absence
>20 cM Detected by intensity
Michelmore et al, 1991
Number of recombinants:
AC = 6/20 (1, 3, 10, 13, 18, 19)
AD = 4/20 (1, 3, 10, 13)
CD = 2/20
C = 1/20 (plant number 18)
D = 1/20 (plant number 19)
calculation of recombination distance
36
1.detection of polymorphic loci
A B
sizestd
sizestd
S
R
19479
19477
19478
19479
19480
300
400
500
600
700
STS markers (RGA
marker)
probeA8
R S
F1 individuals
RFLP markers
AFLP markers
SSR markers
37
2. Analysis of segregation of markers
38
3. Analysis of segregation of markers
39
4. Selection of linkage groups
40
5. Map construction –
genetic distances
4 quantitative traits (FS, DF, LS and PM) were scored
Join Map 3.0 ( 1:1 monoparental, 3:1 biparantal)
LOD-5, Kosambi mapping function
Map QTL 4.0, IM and MQM
133 (130 RAPD, 1morphological, 2 microsatellites)
Construction of QTL map for 4 traits
Dugo et al, 2005
Population
designation
Female parent Male parent
V 23 (BC1 F1) V23 X R51-F1 V 23
R 51 (BC1 F1) V23 X R 51-F1 R 51
M V23 X R 51-F1 Mitchell (DH)
VRM V23 X R 51-F1 V23,R51,Mitchell
W137 V26 X W137-F1 W 137
DH Mitchell- Petunia hybrida X P. axillaris
Strommer et al, 2002
Strommer et al, 2002
VRM (BC) progeny + RFLP and AFLP
Petunia hybrida –genetic map
Genetic map of petunia hybrida (w 137 BC progeny)
Strommer et al, 2002
conclusion
High level of heterozygosity
Polyploidy nature
Complex hybrids
Propagation barriers
Self –incompatibility
Inbreeding depression
Availability of markers
Limited soft ware programmes
Development of mapping population for linkage analysis in ornamental crops

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Development of mapping population for linkage analysis in ornamental crops

  • 2. Components of a Molecular Mapping Programme Marker Software Population
  • 3. Genetic Map Construction  Selection of suitable parents  Generation of appropriate mapping population and its genotyping  Calculation of pair-wise recombination frequency between markers  Identifying Linkage groups  Estimation of map distances  Determining map order
  • 4. Selection of parents  Source of parents  Contrasting phenotype  Sufficient variation at DNA level
  • 5. Mapping Population Types • Mortal mapping population • Immortal mapping population
  • 6.  The population as such can be reproduced but it is difficult or improbable to identify the individuals of same genetic make up F2 population F2 derived F3 (F2:3) population Backcross population Mortal Mapping Population
  • 7. Produced by selfing of the F1s between selected parents Merits Appropriate populations for preliminary mapping  Useful in identifying heterotic QTLs  Requires less time and efforts for development Demerits  Linkage established using F2 population is based on one cycle of meiosis  Quantitative traits cannot be precisely mapped using F2 population  Not an immortal population  Of limited use for fine mapping and map saturation
  • 8. F2 population: Genetic mapping in monkey flowerF2 population: Genetic mapping in monkey flower Mimulus cardinalisMimulus lewisii X Rodney Mauricio, 2001
  • 9. Segregation pattern of a Co-dominant marker in an F2 population
  • 10. F2 derived F3(F2:3) population  Obtained by selfing F2 individuals  Suitable for mapping quantitative traits mapping recessive genes  Useful for reconstitution of individual F2 genotypes Demerit  Like F2 population, it is not immortal
  • 11. AA aa F1 F2 AA Aa aa All AA AA, Aa, aa All aaF3 Aa Parents
  • 12. Backcross population  Generated by crossing F1 with either of the parents, usually the recessive parent (test- cross)  Requires less time for development  Can be utilized for marker assisted backcross breeding  Recombination from only one parent (F1) is accounted  Population is not immortal Demerits
  • 13. Back cross design :Genetic mapping in Louisiana irises Iris fulva Iris brevicaulis F1 X Iris brevicaulis BC 1 F1 X Iris fulva BC2 Rodney Mauricio, 2001
  • 14. A population which can reproduce itself or can be reproduced without any change in genetic make up of constituent individuals  Doubled Haploids (DHs)  Recombinant Inbred Lines (RILs)  Immortalized F2 population  Near - Isogenic Lines (NILs)  NILs- F2  MAGIC  Immortal Mapping Population
  • 16. Doubled Haploids Merits Demerits  Permanent population  Instant production of homozygous lines  Suitable for mapping both qualitative and quantitative traits  Recombination from male side alone is accounted  Non-availability of suitable haploid production techniques  Anther culture induced variation  Differential regeneration response of parents Since recombination information is derived from only one parent, BC and DH require twice the population size than F2
  • 17. Recombinant Inbred Lines (RILs)  Produced by selfing or sib-mating F2 individuals till they reach homozygosity  Self incompatibility  Inbreeding depression  Population size
  • 19.
  • 20. Segregation pattern of a Co-dominant marker in a RILs population
  • 21. Recombinant Inbred Lines Merits Demerits  RILs are immortal  Of immense use for QTL mapping  Suitable for fine mapping & map saturation  RILs are twice as efficient as an F2 population  Require many seasons/ generations to develop  Inbreeding depression if present, could hinder RILs production
  • 22. Near- Isogenic Lines  Can be developed either through selfing or backcrossing Parent A x Parent B F1 (Selfing) F2 Selection and selfing NILs Hom. Dom: Het. : Hom. Rec. Parent A x Parent B F1 x Parent B BC1: Selection and backcrossing NILs
  • 23. Development of NILs through selfing Parent 1 Parent 2X AA BB CC RR aa bb cc rr Aa Bb Cc RrF1 F2 AA bb CC Rr AA bb CC RR AA bb CC rr Isogenic Lines  Identification of heterozygote for target trait  NILs would differ from parents  Simple procedure
  • 24. Merits Demerits  Immortal populations  Suitable for gene tagging  Useful in functional genomics  Require many generations to develop  Not useful for linkage mapping  Linkage drag Near -Isogenic Lines
  • 25. Immortalized F2 population Parent 1 Parent 2 AAbb X aaBB F1 AaBb Conventional F2 population Immortalized F2 population RILs produced from AAbb X aaBB AABB, AAbb aaBB, aabb Six possible RIL combinations Six heterozygous genotypes AABB X AAbb X aaBB X aabb AABb AaBB AaBb AAbb X aaBB X aabb AaBb Aabb aaBB X aabb aaBb AB Ab aB ab AB AABB AABb AaBB AaBb Ab AABb AAbb AaBb Aabb aB AaBB AaBb aaBB aaBb ab AaBb Aabb aaBb aabb F2
  • 26. Development of Chromosomal Segment Substitution Lines (CSSLs)
  • 27. Association mapping (AM)- process of identification of genetic markers for qualitative or quantitative traits using statistical tools on population of unrelated individuals
  • 28. MAGIC – a 2nd generation mapping resource -a new generation tool for gene-trait association for multi-genic trait or QTLs in crop plants with large genome size leading towards candidate gene isolations. Inter-cross ‘n’ lines for n/2 Gen RILs Selfing Cavanagh et al., 2008,
  • 29. Step-2: Genotype the RILs with markers Step 1: Creation of inbred lines NESTED ASSOCIATION MAPPING Reference line
  • 30. X A a b b C c d d E e a a B b c c D d E e a aA a A a a a B bB bb bb b c cC cc cC c d d D dD dd d E E E e E e E e P1 P2 1 2 3 4 M1 M2 M3 M4 M5 1:1 3:1
  • 31. Marker Nature Genetic Segregation Ratio F2 RILs DHs Backcross B1 B2 RFLP Codominant 1:2:1 1:1 1:1 1:1 1:1 RAPD Dominant 3:1 1:1 1:1 1:0 1:1 AFLP Dominant 3:1 1:1 1:1 1:0 1:1 SSR Codominant 1:2:1 1:1 1:1 1:1 1:1 Genetic Segregation Ratio in Different Marker-Population Combination
  • 32. Precautions in molecular mapping  Selection of suitable populations and marker system  Proper phenotypic characterization of mapping populations Replicating over location and time Estimation of G x E effect Use of proper scales (disease resistance)  Segregation distortion of the traits or the markers
  • 33. Bulk segregant analysis (BSA) Resistant Parent Susceptible ParentX F1 F2 individuals R P S P R B S B R R S R S S Michelmore et al, 1991
  • 34. BSA- Some insights  Probability of false positive is extremely low (2-19 - 2x10-6 ) even in 10 plants bulk  Markers detection Vs recombination window Recombination window Marker detection 20 cM Detectable by presence/ absence >20 cM Detected by intensity Michelmore et al, 1991
  • 35. Number of recombinants: AC = 6/20 (1, 3, 10, 13, 18, 19) AD = 4/20 (1, 3, 10, 13) CD = 2/20 C = 1/20 (plant number 18) D = 1/20 (plant number 19) calculation of recombination distance
  • 36. 36 1.detection of polymorphic loci A B sizestd sizestd S R 19479 19477 19478 19479 19480 300 400 500 600 700 STS markers (RGA marker) probeA8 R S F1 individuals RFLP markers AFLP markers SSR markers
  • 37. 37 2. Analysis of segregation of markers
  • 38. 38 3. Analysis of segregation of markers
  • 39. 39 4. Selection of linkage groups
  • 40. 40 5. Map construction – genetic distances
  • 41. 4 quantitative traits (FS, DF, LS and PM) were scored Join Map 3.0 ( 1:1 monoparental, 3:1 biparantal) LOD-5, Kosambi mapping function Map QTL 4.0, IM and MQM 133 (130 RAPD, 1morphological, 2 microsatellites) Construction of QTL map for 4 traits Dugo et al, 2005
  • 42. Population designation Female parent Male parent V 23 (BC1 F1) V23 X R51-F1 V 23 R 51 (BC1 F1) V23 X R 51-F1 R 51 M V23 X R 51-F1 Mitchell (DH) VRM V23 X R 51-F1 V23,R51,Mitchell W137 V26 X W137-F1 W 137 DH Mitchell- Petunia hybrida X P. axillaris Strommer et al, 2002
  • 43. Strommer et al, 2002 VRM (BC) progeny + RFLP and AFLP Petunia hybrida –genetic map
  • 44. Genetic map of petunia hybrida (w 137 BC progeny) Strommer et al, 2002
  • 45. conclusion High level of heterozygosity Polyploidy nature Complex hybrids Propagation barriers Self –incompatibility Inbreeding depression Availability of markers Limited soft ware programmes