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Marker Assisted Selection
Presenters:
Fatima Tahir 16604
Nimra Akhtar 16626
Iqra Akbar 16630
Hira Ashfaq 16634
Muhammad Umar 16652
Maria Mubeen 16662
Maryam Iqbal 16672
Presented to:
Dr. sher Muhammad
Bioinformatics & biotechnology
Topic Overview
What is
marker
assisted
selection
Source of
marker
Assisted
selection
Working of
Marker
assisted
selection
Marker
assisted
selection in
plant
breeding
examples
Applications
of MAS
Advanta
ges of
MAS
Limitation
s of MAS
What is Marker Assisted Selection?
The addition of genomic information
to phenotypic information
to increase the selection response
to the traditional method is known
as Marker-Assisted Selection
(MAS).
Types of Selectable Markers
The selectable markers
that confers selective
advantages to its host
organism. An example
will be antibiotic
resistance, which
allows host organism to
survive antibiotics
selection
The selectable markers
that will eliminate its
host organism upon
selection. An example
would be thymidine
kinase, which would
make the host sensitive
for ganciclovir
selection.
Marker Types
Biological
markers
Morphologic
al markers
Biochemical
markers
Cytological
markers
DNA based
markers
Strategy for Marker Assisted Selection
Molecular Breeding vs. Marker Assisted Selection
Properties of Ideal Markers for MAS
Easy
recognition
of all
possible
phenotypes
from all
different
alleles
Abundant
in number polymorp
hic
Demonstrate
measurable
differences in
expression
between trait
types or gene
of interest
alleles, early
in the
development
of organism.
Low or null
interaction
among the
markers
allowing the
use of many
at the same
time in a
segregating
population.
Traits for Successful MAS
MAS work best for
traits
Low h2
Disease
resistan
ce
Can’t be
measured
even after
selection
has done.
Currently
not selected
due to lack
of available
phenotypic
data.
Molecular Breeding
“Plant breeding which utilizes molecular
genetic tool and approaches for genetic
improvement of crop plants”.
 More precise and reliable then
conventional breeding.
Molecular Assisted Selection:
is an indirect selection process where a trait of interest
is selected based on a marker (morphological, biochemical or
DNA/RNA variation) linked to a trait of interest.
Genetic markers
• Morphological (asses visible expression)
• Biochemical.( related to protein and biochemical metabolites
production)
• Molecular markers (tightly associated to the fragment of DNA)
Molecular markers:
• Site of variation inside the DNA that act as a marker.
• Point mutations, insertion, deletions, errors etc.
• Neutral (non-coding) and co-dominant
• Higher ability of detection and mostly used markers
• Able to show high level of polymorphism
Classification:
1) mode of gene action:
(co-dominant or dominant markers);
(2) method of detection:
(hybridization-based molecular markers or
polymerase chain reaction (PCR)- based markers);
(3) mode of transmission:
(paternal organelle inheritance, maternal
organelle inheritance, bi-parental nuclear
inheritance or maternal nuclear inheritance)
• Restriction fragment
length polymorphism
(RFLP)
• Random Amplified
polymorphic DNA (RAPD)
• Amplified Length
Polymorphism. ( AFLP)
• Variable Number Tandem
Repeat.
• Single Nucleotide
Polymorphism (SNP)
• Simple sequence
Repeats. SSR Markers.
• Inter simple sequence
repeats.
• Allele specific Associated
primers.
• Inverse Sequence tagged
repeats
Molecular markers types
Restriction Fragment Length Polymorphism
It is a type of polymorphism that results from variation in the DNA
sequence recognized by restriction enzymes. These are bacterial
enzymes used by scientists to cut DNA molecules at known
locations. RFLPs are used as markers on genetic maps.
Random Amplified polymorphic DNA
 It is a type of PCR, but the segments of amplified DNA are random.
 No knowledge of the DNA sequence is required.
 Not suitable for Larger DNA and possibility of mismatch.
Amplified fragment
length polymorphism
(AFLP) was first
described by Vos et al
and is a PCR-based
technique that uses
selective amplification
of a subset of digested
DNA fragments to
generate and compare
unique fingerprints for
genomes of interest.
Amplified Length Polymorphism
SSR MARKERS
•sequences of 2-
5 base sets of
DNA that shows
variation pattern
and occurs
throughout the
genome.
• Discovered and
developed by Litt
and Luty and
by Edwards in
humans
Plant Breeding
Plant breeding is the science of changing the traits of
plants in order to produce desired characteristics.
 Aims of Plant breeding:
• Plant breeding aims
to improve the
characteristics of
plants so that they
become more
desirable
agronomically and
economically.
•increase yield,
improved quality,
disease and pest
resistance, maturity
duration, moisture
and salt tolerance
etc for specific
crops.
Types of Breeding
There are two Major types of Breeding;
Conventional/Classical Breeding:
Conventional plant breeding is the development or
improvement of cultivars using conservative tools for
manipulating plant genome within the natural genetic
boundaries of the species. Mendel's work in genetics use
here in this scientific age of plant breeding. This type of plant
breeding is based on the phenotypic selection of desired trait
Modern Breeding:
It is also designated as molecular breeding. Modern plant
breeding may use techniques of molecular biology to select,
or in the case of genetic modification, to insert, desirable
traits into plants. Application of biotechnology or molecular
biology is also known as molecular breeding.
Conventional Breeding
Diagrammatic overview of Conventional
breeding…
Modern breeding
 Molecular breeding:
Molecular breeding is the application of
molecular biology tools, often in plant breeding and
animal breeding.
The areas of molecular breeding include:
Genetic
transforma
tion
Genetic
engineering
Marker
assisted
selection and
genomic
selection
QTL
mapping
or gene
discovery.
Marker assisted selection:
 Marker assisted selection is
an indirect selection process
where a trait of interest
is selected based on
a marker (morphological,
biochemical or DNA/RNA
variation) linked to a trait of
interest.
 It helps us to identify specific
gene, and then the markers
are locate near the desired
area of gene as both are in
close proximity on the same
chromosome, this we refer as
genetic linkage helps to
predict weather a plant will
have the desire gene.
Basic procedure of MAS…
Marker assisted backcrossing
 Backcross breeding is a well-
known procedure for the
introgression of a target gene
from a donor line into the
genomic background of a
recipient line.
 The objective is to reduce the
donor genome content of
progenies by repeated back-
crosses.
 It involves the effective
selection of target loci, also
minimizing the linkage drage,
and gives accelerated
recovery of recurrent parent.
Marker assisted selection in contrast to conventional
breeding…
Pyramiding
 Widely used for combining multiple
disease resistance genes for specific
races of a pathogen.
 Pyramiding is extremely difficult to
achieve using conventional methods.
 Important to develop ‘durable’
disease resistance against different
races.
Marker
Assisted
Pyramidi
ng
Marker assisted selection in plants
Maize:
One successful
example of MAS for
maize improvement
is the utilization of
opaque2-specific
SSR markers in
conversion of maize
lines into quality
protein maize
(QPM) lines with
enhanced nutritional
quality
Three SSR
markers (Umc
1066, Phi 057
and Phi 112)
present within
opaque 2 gene
have been
used for this
purpose.
The MAS
used for
conversion of
normal maize
lines into
QPM is
simple, rapid
and accurate.
MAS breeding in plants
Soybean: (SCN resistance)
 The soybean cyst nematode
(SCN), is worldwide main pathogen of
soybean. The most efficient and
economical control method is the use
of resistant cultivars.
 But the development of resistant
cultivars is limited due to certain
factors which is time consuming, labor-
intensive and requires much space in
the greenhouse.
 The development of 1, 000
microsatellites (SSRs) led to the
construction of a consensus map for
soybean Thus, the markers near
important QTL can be used as marker
for finding regions in the linkage map.
 This study evaluated the effectiveness
of using microsatellite near the
loci rhg1 and Rhg4, for the selection of
soybean lines resistant to SCN.
• Soybean: ( Aphid resistance)
 In 2000 soybean aphid
become a new soybean pest in
North America in 2000.
 Resistant to soybean aphid
was identified in Dowling, a
maturity group VII cultivar .
 Cross is done between
Dowling resistant and Loda
(susceptible cultivar) and
tested lines for resistance.
 At fifth cross we get 99.6%
resistant plant breeding line.
Rice
In rice MAS has been
successfully used for developing
cultivars resistant to bacterial
blight and blast. For bacterial
blight resistance four genes (Xa4,
Xa5, Xa13 and Xa21) have been
pyramided using STS (sequence
tagged site) markers.
In Indonesia, two bacterial blight
resistant varieties of rice viz
Angke and Conde have been
released by MAS.
The pyramided lines
showed higher level
of resistance to
bacterial blight
pathogen.
For blast resistance,
three genes (Pil, Piz5
and Pita) have been
pyramided in a
susceptible rice variety
Co 39 using RFLP and
PCR based markers.
Applications of MAS
• MAS has been used
for genetic
improvement of
various characters in
different crops.
Important characters
which have been
improved through
MAS in different
crops include disease
resistance, insect
resistance, salinity
resistance, shattering
resistance.
• Marker assisted
selection (MAS) is
useful for
improvement of
quality characters in
different crops such
as for protein quality
in maize, fatty acid
(linolenic acid)
content in soybean
and storage quality
in vegetables and
fruit crops.
MAS is useful in
genetic
improvement of
tree species
where fruiting
takes very long
time (say 20
years) because for
application of
phenotypic
selection we have
to wait for such a
long time.
Advantages of MAS
• More accurate and efficient selection of specific
genotypes.
• More efficient use of resources
• Rapid method
• Identification of recessive Alleles
• Early detection of traits
• Screening of difficult traits
• Highly reproducible
• Small samples for testing
Advantages of MAS
• It can be performed on seedling material.
• Simpler method compared to phenotypic screening.
• Increased reliability.
• No environmental effects.
Advantages of MAS
• Our Competitive Advantage: Monsanto can continuously deliver
unique combinations of new traits and genetics through a
combination of seed chipping and molecular breeding.
• Molecular Breeding:
Molecular breeding, in practice, creates an inventory of a plant's
genes and what those genes do. Once the DNA to those genes are
identified (known as markers), our scientists can use those markers
to tell which plants we want to use to breed the next generation of
high-performing plants. It's like going from using a compass to a
GPS system, tremendously cutting down on time and resources.
• Seed Chipping:
seed chippers, designed by Monsanto engineers, allow us to
determine the genetics of a seed without destroying the seed itself.
The chipper sorts and rotates a seed so a tiny tissue sample can be
shaved off to be analyzed. If that seed contains the genetic traits we
desire, the seed is still viable, so a breeder can plant it in a field test
and use it in the breeding process to create more seeds of its kind.
Drawbacks of MAS
• MAS may be more expensive than conventional
techniques.
• Markers developed for MAS in one population may not
be transferrable to other populations.
• Markers must be polymorphic.
• Imprecise estimates of QTL locations and effects may
result in slower progress than expected.
• Recombination between the marker and the gene of
interest may occur, leading to the false positive.
• Sometimes markers that were used to detect the locus
must be converted to the “breeder friendly” markers.
Drawbacks of MAS
• Ideally markers should be <5 cm from the gene or
QTL. So in order to detect the desired gene flanking
markers are used but increase time and cost.
Future challenges
• Improved cost-efficiency
• optimization, simplification of
methods and future
innovation.
• Design efficient and effective
marker assisted strategies.
• Greater integration between
molecular genetics and plant
breeding.
• Need to develop more markers
for Marker assisted breeding.
• Removal of linkage drags.
Conclusion
MAS is a
methodology
that has
already
proved its
value.
More valuable as
large number of
genes are
identified, and
their functions
and interactions
are elucidated. More reliable
and faster
than
conventional
phenotypic
assays.
Marker assisted selection in plants

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Marker assisted selection in plants

  • 1. Marker Assisted Selection Presenters: Fatima Tahir 16604 Nimra Akhtar 16626 Iqra Akbar 16630 Hira Ashfaq 16634 Muhammad Umar 16652 Maria Mubeen 16662 Maryam Iqbal 16672 Presented to: Dr. sher Muhammad Bioinformatics & biotechnology
  • 2. Topic Overview What is marker assisted selection Source of marker Assisted selection Working of Marker assisted selection Marker assisted selection in plant breeding examples Applications of MAS Advanta ges of MAS Limitation s of MAS
  • 3. What is Marker Assisted Selection? The addition of genomic information to phenotypic information to increase the selection response to the traditional method is known as Marker-Assisted Selection (MAS).
  • 4. Types of Selectable Markers The selectable markers that confers selective advantages to its host organism. An example will be antibiotic resistance, which allows host organism to survive antibiotics selection The selectable markers that will eliminate its host organism upon selection. An example would be thymidine kinase, which would make the host sensitive for ganciclovir selection.
  • 5.
  • 7. Strategy for Marker Assisted Selection
  • 8. Molecular Breeding vs. Marker Assisted Selection
  • 9. Properties of Ideal Markers for MAS Easy recognition of all possible phenotypes from all different alleles Abundant in number polymorp hic Demonstrate measurable differences in expression between trait types or gene of interest alleles, early in the development of organism. Low or null interaction among the markers allowing the use of many at the same time in a segregating population.
  • 10. Traits for Successful MAS MAS work best for traits Low h2 Disease resistan ce Can’t be measured even after selection has done. Currently not selected due to lack of available phenotypic data.
  • 11. Molecular Breeding “Plant breeding which utilizes molecular genetic tool and approaches for genetic improvement of crop plants”.  More precise and reliable then conventional breeding.
  • 12. Molecular Assisted Selection: is an indirect selection process where a trait of interest is selected based on a marker (morphological, biochemical or DNA/RNA variation) linked to a trait of interest.
  • 13. Genetic markers • Morphological (asses visible expression) • Biochemical.( related to protein and biochemical metabolites production) • Molecular markers (tightly associated to the fragment of DNA) Molecular markers: • Site of variation inside the DNA that act as a marker. • Point mutations, insertion, deletions, errors etc. • Neutral (non-coding) and co-dominant • Higher ability of detection and mostly used markers • Able to show high level of polymorphism
  • 14. Classification: 1) mode of gene action: (co-dominant or dominant markers); (2) method of detection: (hybridization-based molecular markers or polymerase chain reaction (PCR)- based markers); (3) mode of transmission: (paternal organelle inheritance, maternal organelle inheritance, bi-parental nuclear inheritance or maternal nuclear inheritance)
  • 15. • Restriction fragment length polymorphism (RFLP) • Random Amplified polymorphic DNA (RAPD) • Amplified Length Polymorphism. ( AFLP) • Variable Number Tandem Repeat. • Single Nucleotide Polymorphism (SNP) • Simple sequence Repeats. SSR Markers. • Inter simple sequence repeats. • Allele specific Associated primers. • Inverse Sequence tagged repeats Molecular markers types
  • 16. Restriction Fragment Length Polymorphism It is a type of polymorphism that results from variation in the DNA sequence recognized by restriction enzymes. These are bacterial enzymes used by scientists to cut DNA molecules at known locations. RFLPs are used as markers on genetic maps.
  • 17. Random Amplified polymorphic DNA  It is a type of PCR, but the segments of amplified DNA are random.  No knowledge of the DNA sequence is required.  Not suitable for Larger DNA and possibility of mismatch.
  • 18. Amplified fragment length polymorphism (AFLP) was first described by Vos et al and is a PCR-based technique that uses selective amplification of a subset of digested DNA fragments to generate and compare unique fingerprints for genomes of interest. Amplified Length Polymorphism
  • 19. SSR MARKERS •sequences of 2- 5 base sets of DNA that shows variation pattern and occurs throughout the genome. • Discovered and developed by Litt and Luty and by Edwards in humans
  • 20. Plant Breeding Plant breeding is the science of changing the traits of plants in order to produce desired characteristics.  Aims of Plant breeding: • Plant breeding aims to improve the characteristics of plants so that they become more desirable agronomically and economically. •increase yield, improved quality, disease and pest resistance, maturity duration, moisture and salt tolerance etc for specific crops.
  • 21. Types of Breeding There are two Major types of Breeding; Conventional/Classical Breeding: Conventional plant breeding is the development or improvement of cultivars using conservative tools for manipulating plant genome within the natural genetic boundaries of the species. Mendel's work in genetics use here in this scientific age of plant breeding. This type of plant breeding is based on the phenotypic selection of desired trait Modern Breeding: It is also designated as molecular breeding. Modern plant breeding may use techniques of molecular biology to select, or in the case of genetic modification, to insert, desirable traits into plants. Application of biotechnology or molecular biology is also known as molecular breeding.
  • 23. Diagrammatic overview of Conventional breeding…
  • 24. Modern breeding  Molecular breeding: Molecular breeding is the application of molecular biology tools, often in plant breeding and animal breeding. The areas of molecular breeding include: Genetic transforma tion Genetic engineering Marker assisted selection and genomic selection QTL mapping or gene discovery.
  • 25. Marker assisted selection:  Marker assisted selection is an indirect selection process where a trait of interest is selected based on a marker (morphological, biochemical or DNA/RNA variation) linked to a trait of interest.  It helps us to identify specific gene, and then the markers are locate near the desired area of gene as both are in close proximity on the same chromosome, this we refer as genetic linkage helps to predict weather a plant will have the desire gene.
  • 27. Marker assisted backcrossing  Backcross breeding is a well- known procedure for the introgression of a target gene from a donor line into the genomic background of a recipient line.  The objective is to reduce the donor genome content of progenies by repeated back- crosses.  It involves the effective selection of target loci, also minimizing the linkage drage, and gives accelerated recovery of recurrent parent.
  • 28. Marker assisted selection in contrast to conventional breeding…
  • 29. Pyramiding  Widely used for combining multiple disease resistance genes for specific races of a pathogen.  Pyramiding is extremely difficult to achieve using conventional methods.  Important to develop ‘durable’ disease resistance against different races.
  • 31.
  • 32. Marker assisted selection in plants Maize: One successful example of MAS for maize improvement is the utilization of opaque2-specific SSR markers in conversion of maize lines into quality protein maize (QPM) lines with enhanced nutritional quality Three SSR markers (Umc 1066, Phi 057 and Phi 112) present within opaque 2 gene have been used for this purpose. The MAS used for conversion of normal maize lines into QPM is simple, rapid and accurate.
  • 33. MAS breeding in plants Soybean: (SCN resistance)  The soybean cyst nematode (SCN), is worldwide main pathogen of soybean. The most efficient and economical control method is the use of resistant cultivars.  But the development of resistant cultivars is limited due to certain factors which is time consuming, labor- intensive and requires much space in the greenhouse.  The development of 1, 000 microsatellites (SSRs) led to the construction of a consensus map for soybean Thus, the markers near important QTL can be used as marker for finding regions in the linkage map.  This study evaluated the effectiveness of using microsatellite near the loci rhg1 and Rhg4, for the selection of soybean lines resistant to SCN. • Soybean: ( Aphid resistance)  In 2000 soybean aphid become a new soybean pest in North America in 2000.  Resistant to soybean aphid was identified in Dowling, a maturity group VII cultivar .  Cross is done between Dowling resistant and Loda (susceptible cultivar) and tested lines for resistance.  At fifth cross we get 99.6% resistant plant breeding line.
  • 34.
  • 35.
  • 36. Rice In rice MAS has been successfully used for developing cultivars resistant to bacterial blight and blast. For bacterial blight resistance four genes (Xa4, Xa5, Xa13 and Xa21) have been pyramided using STS (sequence tagged site) markers. In Indonesia, two bacterial blight resistant varieties of rice viz Angke and Conde have been released by MAS. The pyramided lines showed higher level of resistance to bacterial blight pathogen. For blast resistance, three genes (Pil, Piz5 and Pita) have been pyramided in a susceptible rice variety Co 39 using RFLP and PCR based markers.
  • 37.
  • 38. Applications of MAS • MAS has been used for genetic improvement of various characters in different crops. Important characters which have been improved through MAS in different crops include disease resistance, insect resistance, salinity resistance, shattering resistance. • Marker assisted selection (MAS) is useful for improvement of quality characters in different crops such as for protein quality in maize, fatty acid (linolenic acid) content in soybean and storage quality in vegetables and fruit crops. MAS is useful in genetic improvement of tree species where fruiting takes very long time (say 20 years) because for application of phenotypic selection we have to wait for such a long time.
  • 39.
  • 40.
  • 41. Advantages of MAS • More accurate and efficient selection of specific genotypes. • More efficient use of resources • Rapid method • Identification of recessive Alleles • Early detection of traits • Screening of difficult traits • Highly reproducible • Small samples for testing
  • 42. Advantages of MAS • It can be performed on seedling material. • Simpler method compared to phenotypic screening. • Increased reliability. • No environmental effects.
  • 43. Advantages of MAS • Our Competitive Advantage: Monsanto can continuously deliver unique combinations of new traits and genetics through a combination of seed chipping and molecular breeding. • Molecular Breeding: Molecular breeding, in practice, creates an inventory of a plant's genes and what those genes do. Once the DNA to those genes are identified (known as markers), our scientists can use those markers to tell which plants we want to use to breed the next generation of high-performing plants. It's like going from using a compass to a GPS system, tremendously cutting down on time and resources. • Seed Chipping: seed chippers, designed by Monsanto engineers, allow us to determine the genetics of a seed without destroying the seed itself. The chipper sorts and rotates a seed so a tiny tissue sample can be shaved off to be analyzed. If that seed contains the genetic traits we desire, the seed is still viable, so a breeder can plant it in a field test and use it in the breeding process to create more seeds of its kind.
  • 44. Drawbacks of MAS • MAS may be more expensive than conventional techniques. • Markers developed for MAS in one population may not be transferrable to other populations. • Markers must be polymorphic. • Imprecise estimates of QTL locations and effects may result in slower progress than expected. • Recombination between the marker and the gene of interest may occur, leading to the false positive. • Sometimes markers that were used to detect the locus must be converted to the “breeder friendly” markers.
  • 45. Drawbacks of MAS • Ideally markers should be <5 cm from the gene or QTL. So in order to detect the desired gene flanking markers are used but increase time and cost.
  • 46.
  • 47. Future challenges • Improved cost-efficiency • optimization, simplification of methods and future innovation. • Design efficient and effective marker assisted strategies. • Greater integration between molecular genetics and plant breeding. • Need to develop more markers for Marker assisted breeding. • Removal of linkage drags.
  • 48. Conclusion MAS is a methodology that has already proved its value. More valuable as large number of genes are identified, and their functions and interactions are elucidated. More reliable and faster than conventional phenotypic assays.

Editor's Notes

  1. Plant breeding is the science of changing the traits of plants in order to produce desired characteristics.