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PRESENTED BY,
Ch. Allaylay Devi
PhD. (Hort.)
Dept. of FSC
Introduction
 Understanding biology and genetics at molecular level has become
important for better understanding and manipulation of genome
architecture.
 Identification of markers associated with desirable breeding traits
are useful for marker assisted breeding and genomics and
development of transgenics.
 It reduce breeding time and cycles required for crop improvement.
 Understanding the inheritance of molecular level of agriculture
traits creates a new opportunity for plant breeding.
Markers
 These are easily identifying characters of an individual.
 These are character whose pattern of inheritance can be
followed at morphological, biochemical and molecular levels.
Morphological markers
 These are qualitative traits which can be detected visually.
 The have been found in nature due to mutagenesis.
Limitation
 It cause large effect on phenotype that they are undesirable in
breeding programme.
 They mask the effect of linked genes and it makes them difficult to
identify desirable linkage for selection.
 They are highly influence by environment and its gene interaction.
Biochemical markers
 These are the proteins produced by gene expression.
 Particularly isozymes are successfully used as biochemical
markers.
 They are phenotypic markers which are affected by tissue,
plant growth, etc.
Molecular markers
 It is a DNA sequence which is readily detected and whose
inheritance can easily monitored.
 These are based on naturally occurring DNA polymorphism.
 It is the section of nucleotide sequence used for the identification of
desired QTL or gene.
 Most widely used due to the abundance.
 Selectively neutral as they are non-coding sequence.
 Not affected by environmental factors.
Characteristics of molecular markers
 It must be polymorphic which measure the genetic diversity.
 Co-dominant inheritance which can detect different forms of
markers.
 It should be evenly and frequently distributed in organism
genome.
Polymorphic vs. Monomorphic
Polymorphic
Monomorphic
Co-dominant and Dominant
 Co-dominant markers
can clearly discriminate
between homozygotes
and heterozygotes
 Whereas dominant
markers do not
Classes of molecular markers.
1. Non- PCR Base
Technique
i. RFLP
2. PCR Base
Technique
i. RAPD
ii. SSRP
iii. AFLP
iv. AP-PCR
3. Targeted PCR and
Sequencing
i. STS
ii. SCARS
iii. STM
iv. CAPS
Application of molecular markers
 Phylogeny and plant evolution
 Diversity analysis of germplasm
 Genotyping of cultivars
 Barcoding sequence information from nuclear and
organellar genome
Genetic Distance
 Genetic linkage occur when particularly genetic loci for genes are
inherently joined.
 Genetic loci on the same chromosome are physically connected and
tend to stay together during meiosis, and are thus genetically linked
called as autosomal linkage.
 Greater the distance between markers, the greater the chance of
recombination occurring during meiosis
 Distance along a linkage map is measured in terms of the frequency
of recombination between genetic markers
 Mapping functions are required to convert recombination fractions
into centiMorgans (cM)
 When map distances are small (<10 cM), the map distance equals the
recombination frequency
 However, this relationship does not apply for map distances that are
greater than 10 cM
Linkage Mapping
i. Genetic linkage maps were originally built to map phenotypic mutant.s
ii. Modern linkage maps use molecular markers (predominantly, DNA markers).
iii. Different types of mapping populations are used.
iv. Mapping studies in diploid and allopolyploids use similar tools and techniques.
v. Linkage maps in autopolyploid necessitates different mapping strategies.
vi. Linkage maps are useful for:
- tagging markers along chromosomes
- identifying markers linked to genes and cloning genes
- identifying quantitative trait loci for traits of interest
- marker assisted selection
- comparative mapping and evolutionary studies
Mapping Population
 Mapping population is the population used for gene mapping.
 Commonly used mapping populations are obtained from
controlled crosses.
 Selection of mapping population involves choosing of parents
and determining a mating scheme.
Steps to construct the mapping population
 Select the parent plant
 Produce a mapping population
 Scoring in mapping population
i. Screening for polymorphism
ii. Scoring
iii. Linkage analysis
Select the parent plant
 For construction of map, the selected plant are genetically different
or divergent to exhibit different polymorphism but not so much
distant as the causes sterility.
 Wild species which shows different polymorphic can also be
selected for cross.
 After selecting the surveyed plants, DNA should be isolated and
digested with restriction enzyme and screened for polymorphism.
Production of a mapping population
 Requires a segregating plant population (i.e. a population derived
from sexual reproduction).
 The parents selected will differ for one or more traits of interest.
 Population sizes: generally range from 50 to 250 individuals.
 For high-resolution mapping larger populations are required.
 If map is used for QTL studies then the mapping population must be
phenotypically evaluated (i.e. trait data must be collected) before
subsequent QTL mapping.
mapping population
cont……
 In self pollinated species, parents that are both highly
homozygous (inbred).
 In cross pollinating species, the situation is more complicated
being heterozygous.
Types of mapping population
 F2 Population
 F2 derived F3 population
 Backcross Mapping population
 Recombinant Inbred Lines (RILs)
 Near Isogenic Lines (NILs)
 Double haploids (DHs)
F2 population
 It is developed by selfing among F1 individuals.
Merits:
 It requires less time for development and can be developed with
minimum efforts
Demerits:
 Quantitative traits cannot be precisely mapped using F2 population.
 It is not a long term population.
F2 population
F2 derived F3 population
 It is obtained by selfing the F2 individuals for a single generation.
Merits:
 It is suitable for specific situations like mapping QTLs and recessive
genes
 It is used for reconstitution of respective F2 plants.
Demerit:
 It is not long term population.
Backcross Population.
 It is developed by crossing the F1 with one of two parents used in the initial
cross.
 Backcross with recessive parent is usually used in genetic analysis.
Merits:
 It requires less time to be developed.
 It is used for marker assisted backcross breeding.
Demerits:
 This population is not eternal.
Near Isogenic Lines.
 NILs are developed by repeated selfing or backcrossing the F1 individuals
to the recurrent parents.
Merits:
 They are immortal mapping population.
 They are suitable for tagging the trait and quite useful in functional
genomics.
Demerits:
 It requires many generations for development.
 It is not useful for linkage mapping.
 Linkage drag is a potential problem in constructing NILs.
Recombinant Inbred Lines.
 They are developed by single seed selections from individual plants of an
F2 population.
 They are produced by continuous selfing or sib mating the progeny of
individual members of an F2 population until complete homozygosity is
achieved.
Merits:
 RILs can be propagated indefinitely without further segregation.
 They are useful in identifying tightly linked markers.
Demerits:
 It requires many generation to develop RILs and developing RILs are
relatively difficult in crops with high inbreeding depression.
Doubled Haploids
 Doubled Haploids are developed by chromosome doubling of anther
culture derived haploid plants from F1.
 They are product of one meiotic cycle.
Merits:
 They can be replicated and evaluated over locations and years and
maintained without any genotypic change.
 They can be useful for both qualitative and quantitative characters.
 It can be used for instant production of homozygous lines.
Demerits:
 Suitable culturing methods / haploid production methods are not available
for number of crops.
 Anther culture induced variability.
Scoring in mapping population
 Once the mapping population is obtained DNA is isolated from
each individual plant in population.
 It is important the chromosome of each plant is mapping.
 It should contains a unique array of parental chromosome
segment.
Steps for scoring technique
Screening for polymorphism
 Probes are selected from library and tested against the parent
to determined which restriction enzyme will detect the
polymorphism between the parents.
 It required no. of enzyme depending upon the variation.
Scoring
 When a suitable enzyme detected it can be scored in mapping
population.
 To accomplish this a series of agarose gel must prepared and
filters are prepared from them.
 These filter consist of one restriction enzyme and each filter
set contain one digested DNA from each individual
population.
Linkage analyses
 Data obtained from linkage scoring at mapping population
used to construct linkage map.
 It is base on the degree to which probes tend to consegregate.
Specialised mapping
 Bulk Segregant Analysis (BSA)
 Combining markers and population
 Characterization of mapping population
 Segregation distortion in linkage mapping
Bulk Segregant Analysis
 Indirect selection by using qualitative traits.
 It is useful in analysis of conventional markers.
 It is base on the principle of Segregant population.
 F2 population is divided in two pools of contrasting individuals.
 It helps in selecting the recessive alleles and dominant alleles.
Combining markers and population
 The segregation ratio is jointly determined by the nature of
marker and types of mapping populations.
 Markers such as AFLP, RAPD are often scored as dominant
markers whereas markers like RFLP, Microsatellite shows a
co- dominant
Characterization of mapping population
 The molecular genotype of any individual is independent of
environment, it is not influenced by GxE interaction
 However trait phenotype could be influenced by the
environment, particularly in case of quantitative characters.
 Therefore, it is important to precisely estimate the traits value
by evaluating genotypes in multilocation testing
Segregation distortion of markers
 Significant deviation from expected segregation ratio in a given
marker population combination is referred to as segregation
distortion.
 Several reasons for segregation distortion:
i. Gamete/ zygote lethality
ii. Meiotic drive
iii. Sampling and selection during population development
Conclusion
 It permit direct identification of genotypes or cultivar in any
tissue at any developmental stage in an environmental
independent manner.
 Enables to distinguish heterozygous or homozygous due to co-
dominant markers.
 It is a novel approach in plants for exploiting the genetic
variation in natural population for resolving traits in crop
plants.
Mapping

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Mapping

  • 1. 1 Presentation On PRESENTED BY, Ch. Allaylay Devi PhD. (Hort.) Dept. of FSC
  • 2. Introduction  Understanding biology and genetics at molecular level has become important for better understanding and manipulation of genome architecture.  Identification of markers associated with desirable breeding traits are useful for marker assisted breeding and genomics and development of transgenics.  It reduce breeding time and cycles required for crop improvement.  Understanding the inheritance of molecular level of agriculture traits creates a new opportunity for plant breeding.
  • 3. Markers  These are easily identifying characters of an individual.  These are character whose pattern of inheritance can be followed at morphological, biochemical and molecular levels.
  • 4. Morphological markers  These are qualitative traits which can be detected visually.  The have been found in nature due to mutagenesis. Limitation  It cause large effect on phenotype that they are undesirable in breeding programme.  They mask the effect of linked genes and it makes them difficult to identify desirable linkage for selection.  They are highly influence by environment and its gene interaction.
  • 5. Biochemical markers  These are the proteins produced by gene expression.  Particularly isozymes are successfully used as biochemical markers.  They are phenotypic markers which are affected by tissue, plant growth, etc.
  • 6. Molecular markers  It is a DNA sequence which is readily detected and whose inheritance can easily monitored.  These are based on naturally occurring DNA polymorphism.  It is the section of nucleotide sequence used for the identification of desired QTL or gene.  Most widely used due to the abundance.  Selectively neutral as they are non-coding sequence.  Not affected by environmental factors.
  • 7. Characteristics of molecular markers  It must be polymorphic which measure the genetic diversity.  Co-dominant inheritance which can detect different forms of markers.  It should be evenly and frequently distributed in organism genome.
  • 9. Co-dominant and Dominant  Co-dominant markers can clearly discriminate between homozygotes and heterozygotes  Whereas dominant markers do not
  • 10. Classes of molecular markers. 1. Non- PCR Base Technique i. RFLP 2. PCR Base Technique i. RAPD ii. SSRP iii. AFLP iv. AP-PCR 3. Targeted PCR and Sequencing i. STS ii. SCARS iii. STM iv. CAPS
  • 11. Application of molecular markers  Phylogeny and plant evolution  Diversity analysis of germplasm  Genotyping of cultivars  Barcoding sequence information from nuclear and organellar genome
  • 12. Genetic Distance  Genetic linkage occur when particularly genetic loci for genes are inherently joined.  Genetic loci on the same chromosome are physically connected and tend to stay together during meiosis, and are thus genetically linked called as autosomal linkage.  Greater the distance between markers, the greater the chance of recombination occurring during meiosis  Distance along a linkage map is measured in terms of the frequency of recombination between genetic markers
  • 13.  Mapping functions are required to convert recombination fractions into centiMorgans (cM)  When map distances are small (<10 cM), the map distance equals the recombination frequency  However, this relationship does not apply for map distances that are greater than 10 cM
  • 14. Linkage Mapping i. Genetic linkage maps were originally built to map phenotypic mutant.s ii. Modern linkage maps use molecular markers (predominantly, DNA markers). iii. Different types of mapping populations are used. iv. Mapping studies in diploid and allopolyploids use similar tools and techniques. v. Linkage maps in autopolyploid necessitates different mapping strategies. vi. Linkage maps are useful for: - tagging markers along chromosomes - identifying markers linked to genes and cloning genes - identifying quantitative trait loci for traits of interest - marker assisted selection - comparative mapping and evolutionary studies
  • 15. Mapping Population  Mapping population is the population used for gene mapping.  Commonly used mapping populations are obtained from controlled crosses.  Selection of mapping population involves choosing of parents and determining a mating scheme.
  • 16. Steps to construct the mapping population  Select the parent plant  Produce a mapping population  Scoring in mapping population i. Screening for polymorphism ii. Scoring iii. Linkage analysis
  • 17. Select the parent plant  For construction of map, the selected plant are genetically different or divergent to exhibit different polymorphism but not so much distant as the causes sterility.  Wild species which shows different polymorphic can also be selected for cross.  After selecting the surveyed plants, DNA should be isolated and digested with restriction enzyme and screened for polymorphism.
  • 18. Production of a mapping population  Requires a segregating plant population (i.e. a population derived from sexual reproduction).  The parents selected will differ for one or more traits of interest.  Population sizes: generally range from 50 to 250 individuals.  For high-resolution mapping larger populations are required.  If map is used for QTL studies then the mapping population must be phenotypically evaluated (i.e. trait data must be collected) before subsequent QTL mapping.
  • 19. mapping population cont……  In self pollinated species, parents that are both highly homozygous (inbred).  In cross pollinating species, the situation is more complicated being heterozygous.
  • 20. Types of mapping population  F2 Population  F2 derived F3 population  Backcross Mapping population  Recombinant Inbred Lines (RILs)  Near Isogenic Lines (NILs)  Double haploids (DHs)
  • 21. F2 population  It is developed by selfing among F1 individuals. Merits:  It requires less time for development and can be developed with minimum efforts Demerits:  Quantitative traits cannot be precisely mapped using F2 population.  It is not a long term population. F2 population
  • 22. F2 derived F3 population  It is obtained by selfing the F2 individuals for a single generation. Merits:  It is suitable for specific situations like mapping QTLs and recessive genes  It is used for reconstitution of respective F2 plants. Demerit:  It is not long term population.
  • 23. Backcross Population.  It is developed by crossing the F1 with one of two parents used in the initial cross.  Backcross with recessive parent is usually used in genetic analysis. Merits:  It requires less time to be developed.  It is used for marker assisted backcross breeding. Demerits:  This population is not eternal.
  • 24. Near Isogenic Lines.  NILs are developed by repeated selfing or backcrossing the F1 individuals to the recurrent parents. Merits:  They are immortal mapping population.  They are suitable for tagging the trait and quite useful in functional genomics. Demerits:  It requires many generations for development.  It is not useful for linkage mapping.  Linkage drag is a potential problem in constructing NILs.
  • 25. Recombinant Inbred Lines.  They are developed by single seed selections from individual plants of an F2 population.  They are produced by continuous selfing or sib mating the progeny of individual members of an F2 population until complete homozygosity is achieved. Merits:  RILs can be propagated indefinitely without further segregation.  They are useful in identifying tightly linked markers. Demerits:  It requires many generation to develop RILs and developing RILs are relatively difficult in crops with high inbreeding depression.
  • 26. Doubled Haploids  Doubled Haploids are developed by chromosome doubling of anther culture derived haploid plants from F1.  They are product of one meiotic cycle. Merits:  They can be replicated and evaluated over locations and years and maintained without any genotypic change.  They can be useful for both qualitative and quantitative characters.  It can be used for instant production of homozygous lines. Demerits:  Suitable culturing methods / haploid production methods are not available for number of crops.  Anther culture induced variability.
  • 27.
  • 28. Scoring in mapping population  Once the mapping population is obtained DNA is isolated from each individual plant in population.  It is important the chromosome of each plant is mapping.  It should contains a unique array of parental chromosome segment.
  • 29. Steps for scoring technique Screening for polymorphism  Probes are selected from library and tested against the parent to determined which restriction enzyme will detect the polymorphism between the parents.  It required no. of enzyme depending upon the variation.
  • 30. Scoring  When a suitable enzyme detected it can be scored in mapping population.  To accomplish this a series of agarose gel must prepared and filters are prepared from them.  These filter consist of one restriction enzyme and each filter set contain one digested DNA from each individual population.
  • 31. Linkage analyses  Data obtained from linkage scoring at mapping population used to construct linkage map.  It is base on the degree to which probes tend to consegregate.
  • 32. Specialised mapping  Bulk Segregant Analysis (BSA)  Combining markers and population  Characterization of mapping population  Segregation distortion in linkage mapping
  • 33. Bulk Segregant Analysis  Indirect selection by using qualitative traits.  It is useful in analysis of conventional markers.  It is base on the principle of Segregant population.  F2 population is divided in two pools of contrasting individuals.  It helps in selecting the recessive alleles and dominant alleles.
  • 34. Combining markers and population  The segregation ratio is jointly determined by the nature of marker and types of mapping populations.  Markers such as AFLP, RAPD are often scored as dominant markers whereas markers like RFLP, Microsatellite shows a co- dominant
  • 35. Characterization of mapping population  The molecular genotype of any individual is independent of environment, it is not influenced by GxE interaction  However trait phenotype could be influenced by the environment, particularly in case of quantitative characters.  Therefore, it is important to precisely estimate the traits value by evaluating genotypes in multilocation testing
  • 36. Segregation distortion of markers  Significant deviation from expected segregation ratio in a given marker population combination is referred to as segregation distortion.  Several reasons for segregation distortion: i. Gamete/ zygote lethality ii. Meiotic drive iii. Sampling and selection during population development
  • 37. Conclusion  It permit direct identification of genotypes or cultivar in any tissue at any developmental stage in an environmental independent manner.  Enables to distinguish heterozygous or homozygous due to co- dominant markers.  It is a novel approach in plants for exploiting the genetic variation in natural population for resolving traits in crop plants.

Editor's Notes

  1. Secondary dormancy i. Thermodormancy ii. Conditional dormancy