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TOPIC- MOLECULAR MARKERS
PRESENTED BY:
TAHURA MARIYAM
MSc. MICROBIOLOGY
PRENENTED TO: Dr. Gurudayal Ram (Assistant prof. Sr. Grade)
DEPARTMENT OF INDUSTRIAL MICROBIOLOGY
JACOB INSTITUTE OF BIOTECHNOLOGY AND BIO-ENGINEERING
SAM HIGGINBOTTOM UNIVERSITY OF AGRICULTURE,TECHNOLOGY, AND SCIENCES,
PRAYAGRAJ
CONTENT
 MOLECULAR MARKERS
 DESIRABLE PROPERTIES OF MOLECULAR MARKERS
 TYPES OF MOLECULAR MARKERS
 Biochemical markers
 HYBRIDIZATION BASED (non-PCR) TECHNIQUE
 RFLP (Restriction fragment length polymorphism analysis)
 PCR based techniques
(RAPD, ISSR, SSR, AFLP, EST, SCoT, Microsatellite)
 DATA ANLYSIS
 DNA marker applications
MOLECULAR MARKER
 A molecular marker is a molecule contained within a sample taken from an
organism (biological markers) or other matter. It can be used to reveal certain
characteristics about the respective source. DNA, for example, is a molecular
marker containing information about genetic disorders, genealogy and the
evolutionary history of life. Specific regions of the DNA (genetic markers) are
used for diagnosing the autosomal recessive genetic disorder cystic fibrosis,
taxonomic affinity (phylogenetics) and identity (DNA barcoding). Further, life
forms are known to shed unique chemicals, including DNA, into
the environment as evidence of their presence in a particular location.
Other biological markers, like proteins, are used in diagnostic tests for
complex neurodegenerative disorders, such as Alzheimer’s disease. Non-
biological molecular markers are also used, for example, in environment studies.
DESIRABLE PROPERTIES OF
MOLECULAR MARKERS
 High level polymorphism
 Co-dominant inheritance
 Unambiguous designation of alleles
 Frequent occurrence in the genome
 Even distribution throughout the genome
 Selectively neutral behaviour (no pleiotropic effect)
 Easy access (no cloning)
 Easy and fast assay 9amenable to automation
 High reproducibility
 Easy exchange of data between laboratories
 Development at reasonable cost
TYPES OF MOLECULAR MARKERS
 Due to rapid developments in the field of molecular genetics, a variety of
molecular markers has emerged during the last few decades.
Biochemical markers
 Biochemical markers are generally the protein marker. These are based on the change in the
sequence of amino acids in a protein molecule. The most important protein marker
is alloenzyme. Alloenzymes are variant forms of an enzyme that are coded by different
alleles at the same locus and this alloenzymes differs from species to species. So for
detecting the variation alloenzymes are used. These markers are type-i markers.
Advantages:
 Co-dominant markers.
 Less price.
Disadvantages:
 Require prior information.
 Low polymorphism power.
Applications:
 Linkage mapping.
 Population studies.
HYBRIDIZATION BASED (non-PCR)
TECHNIQUE
RFLPs
Restriction fragment length
polymorphism analysis
Botstein et al. (1980)
RFLP (Restriction fragment length
polymorphism analysis)
Genetic markers resulting from the variation or
change in the length of defined DNA fragments
produced by digestion of the DNA sample with
restriction endonucleases.
RFLP contd…
 Electrophoretic comparison of the size of defined restriction fragments
derived from genomic DNA
1. Isolate high quality DNA
2. Digest with a combination of restriction enzymes
3. Fractionate digested samples by electrophoresis
4. Transfer fragments to membrane
5. Hybridize with radioactively labeled DNA probe(s); detect by
autoradiography. Can also use non-radioactive labeling systems
RFLP analysis
Polymorphism revealed by different probe/enzyme combination among 13
different accessions.
Considerations for use of RFLPs
 Relatively slow process
 Use of radioisotopes has limited RFLP use to certified laboratories ( but
non - radioactive labeling systems are now in wide use )
 Co - dominant markers ; often species - specific
 Need high quality DNA - Need to develop polymorphic probes
 expensive
Applications
 Intraspecific level or among closely related taxa
 Presence and absence of fragments resulting from changes in recognition
sites are used for identifying species or populations
 Estimating genetic distance and fingerprinting
 Forensic - biological parentage , paternity cases
 Disease status
 Genetic mapping
PCR based techniques
(RAPD, ISSR, SSR, AFLP, EST, SCoT)
Random Amplified Polymorphic DNA (
RAPD )
 Randomly Amplified Polymorphic DNA ( RAPDs ) are genetic markers
resulting from PCR amplification of genomic DNA sequences recognized by
ten - mer random primers of arbitrary nucleotide sequence ( Williams et al .,
1990 ).
 RAPDs are dominant markers that require no prior knowledge of the DNA
sequence , which makes them very suitable for investigation of species that
are not well known ( Williams et al . 1993 ) .
Inter - Simple Sequence Repeats (ISSE)
 The generation of ISSR markers involve PCR amplification of DNA using a
single primer composed of a microsatellite repeated sequence and in
some cases primer also contains 1 4 base anchor at either 3 ' or 5 ' or at
both ends, which target a subset of ' simple sequence repeats ' ( SSRs )
and amplify the region between two closely spaced and oppositely
oriented SSRs ( Fang et al . , 1997 ; Fang and Roose , 1997 ; Moreno et al . ,
1998 ) .
 ISSR technique permits the detection of polymorphisms in microsatellites
and inter - microsatellites loci without previous knowledge of the DNA
sequence ( Moreno et al . , 1998 )
Simple Sequence Repeats ( SSR )
 Are DNA sequences with repeat lengths of a few base pairs . Variation in
the number of repeats can be detected with PCR by developing primers for
the conserved DNA sequence flanking the SSR . As molecular markers ,
SSR combine many desirable marker properties including high levels of
polymorphism and information content , unambiguous designation of
alleles , even dispersal , selective neutrality , high reproducibility , co -
dominance , and rapid and simple genotyping assays . Microsatellites have
become the molecular markers of choice for a wide range of applications
in genetic mapping and genome , genotype identification and variety
protection , seed purity evaluation and germplasm conservation ,
diversity studies , paternity determination and pedigree analysis ,
gene and quantitative trait locus analysis , and marker - assisted
breeding .
Advantages
 Require very little and not necessarily high quality DNA
 Highly polymorphic
 Evenly distributed throughout the genome
 Simple interpretation of results
 Easily automated , allowing multiplexing
 Good analytical resolution and high reproducibility
 Codominant marker ("New allozyme”)
Applications
 Individual genotyping
 Parentage
 Genetic diversity , population genetic study
 Genome mapping
 Evolutionary studies - Hybridization
Amplified Fragment Length
Polymorphism (AFLP)
 AFLP technology is a DNA fingerprinting technique
that combines RFLP and PCR . It is based on the
selective amplification of a subset of genomic
restriction fragments using PCR .
AFLP process
1. Digest genomic DNA with restriction enzymes
2. Ligate commercial adaptors ( defined sequences )
to both ends of the fragments
3. Carry out PCR on the adaptor - ligated mixture ,
using primers that target the adaptor , but that
vary in the base ( s ) at the 3 ' end of the primer .
Advantages of AFLP's
 Very sensitive
 Good reproducibility but technically demanding
 Relatively expensive technology
 Discriminating homozygotes from heterozygotes
 Requires band quantitation ( comparison of pixel density in images from a gel
scanner )
 Bands are anonymous
Applications
 Monitoring inheritance of agronomic traits
 Diagnostic in genetically inherited disease
 Pedigree analysis
 Forensic typing - Parentage analysis
 Identifying hybrids
 Species level relationship
 Also in some case at higher level relationship
Microsatellites
 Microsatellites or simple sequence repeated (SSR) loci, which have been referred to in the
literature as variable number of tandem repeats (VNTRs) and simple sequence length
polymorphisms (SSLPs), are found throughout the nuclear genomes of most eukaryotes
and to a lesser extent in prokaryotes.
 Microsatellites range from one to six nucleotides in length and are classified as mono-, di-
, tri-, tetra-, penta- and hexanucleotide repeats.
 The sequences of di-, tri- and tetranucleotide repeats are the most common choices for
molecular genetic studies.
 They are tandemly repeated (usually 5-20 times) in the genome with a minimum repeat
length of 12 base-pairs.
 The number of repeats is variable in populations of DNA and within the alleles of an
individual.
 The sequence below has a 20 dinucleotide repeat (40bp) stretch of CA that is shown in
bold.
 CGTTCAATAAGCAAAAATCCATAGTTTTAGGAATG
TGGGCT
GCTTGGTGTGATGTAGAAGGCGCCAATGCATCTCG
ACGTAT
GCGTATACGGGTTACCCCCTTTGCAATCAGTGCAC
ACACAC
ACACACACACACACACACACACACACACACAGT
GCCAAGCA
AAAATAACGCCAAGCAGAACGAAGACGTTCTCGA
GAACACC
AGAAGTTCGTGCTGTCGGGGCATGCGGCGAGTAA
AGGGGAT
 When a microsatellite flanked with fluorescent
PCR primers then the amplification will give a
pair of fluorescent allelic products which will vary
in size according to their repeat length.
 A population might possess 5 alleles which vary
in size as illustrated in Fig.
Five Alleles with Different Repeat
Length
Microsatellites can be used as markers in genetic studies of linkage in families and linkage
disequilibrium studies of populations. In linkage studies one can examine large number of
families and see when the alleles of specific markers are inherited together with a phenotype
in more cases than not. Microsatellite repeat are amplified with fluorescently labeled primers
and then the alleles from each individual in a family are separated by size and the
marker tested for linkage with another as shown in Figure.
Raw of Genotyping Data
This approach assumes that a certain quantitative trait was affected by many unknown
genes. So, this approach is looking for associations between the variation of allele and
quantitative traits at the neutral DNA markers. The DNA marker is located on a
chromosome and its inheritance can be monitored [48]. Microsatellites are the most
commonly applied molecular marker in ecological research
Number of publications (selected
biological subject) between 1970
and 2007 employing mtDNA,
Allozymes, Microsatellites, RFLPs,
RAPDs and AFLPs found via ISI
web of knowledge
Start Codon Targeted ( SCOT )
Polymorphism analysis
 SCoT is a novel method for generating plant DNA markers
.
 This method was developed based on the short conserved
region flanking the ATG start codon in plant genes
 SCoT uses single 18 - mer primers in polymerase chain
reaction (PCR) and an annealing temperature of 50 ° C .
 PCR amplicons are resolved using standard agarose gel
electrophoresis.
 This method was validated in rice using a genetically
diverse set of genotypes and a backcross population.
ESTs (Expressed Sequence Tags)
Single-pass sequencing reads from randomly selected cDNA clones
Steps for EST's
 cDNA libraries (containing many of the expressed genes of an organism)
 pick cDNA clones randomly
 rapidly determine some of the sequence of nucleotides from the end of
each clone.
 These ESTs could then be compared to all known sequences using a
program called BLAST.
Steps of ESTs contd…
 An exact match to a sequenced gene means that the gene encoding that
EST is already known.
 If the match was close but not exact one could conclude that the EST is
derived from a gene with a function similar to that of the known gene.
 The EST sequences with their putative identification are then deposited in the
GenBank and the clones from which they were derived are kept in a freezer
for later use.
Overview of the EST sequencing
process
 Clones are picked from petri dishes into microtitre plates, and archived for later use. All
subsequent manipulations (PCR, clean up and sequencing) are carried out in microtitre
plates to yield medium-throughput.
Properties of different MM
DATA ANALYSIS
Similarity
 Simple matching coefficient ( Sneath and Sokal , 1973 ) : measures the
proportion of shared band presence and absences
 Jaccard's coefficient ( Jaccard , 1908 ) : Proportion of shared bands
 Nei and Li coefficient ( Nei and Li , 1979 ) : Probability a band being
amplified in one sample being amplified in another sample (biological
perspective : inherited from a common ancestor
 Major problem : False positive – similar in RAPD
Genetic Similarity matrix calculated according to
Jaccard’s coefficient based on marker data
2 4 7 3 5 6
2 100
4 94.1 100
7 93.3 87.5 100
3 87.5 94.1 80.0 100
5 66.7 62.5 71.4 53.3 100
6 57.1 53.3 61.5 57.1 92.3 100
DNA marker applications
 Fingerprinting
 Diversity studies
 Marker - assisted selection
 Genetic maps
 Gene tagging
 Novel allele detection
 Map - based gene cloning
 F1 identification
 Comparative maps
 Bulk segregant analysis
 Seed testing
REFERENCE
 https://en.wikipedia.org/wiki/Molecular_marker
 https://www.google.co.in/imgres?imgurl=https%3A%2F%2Fimage.slideserve.com%2F192558%2Fslide1
8-l.jpg&imgrefurl=https%3A%2F%2Fwww.slideserve.com%2Fsalena%2Fmolecular-marker-
technologies&tbnid=kphQF8qqRz9OGM&vet=12ahUKEwiEyP33lbjpAhUXK7cAHQNDCI0QMygRegUIA
RC0Ag..i&docid=0A2hd5w3V_W7uM&w=1024&h=768&q=molecular%20markers&ved=2ahUKEwiEyP3
3lbjpAhUXK7cAHQNDCI0QMygRegUIARC0Ag
 https://link.springer.com/article/10.1007/s11105-008-0060-5
 https://www.researchgate.net/publication/307717534_Molecular_Markers_an_Introduction_and_Applica
tions

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Molecular markers by tahura mariyam ansari

  • 1. TOPIC- MOLECULAR MARKERS PRESENTED BY: TAHURA MARIYAM MSc. MICROBIOLOGY PRENENTED TO: Dr. Gurudayal Ram (Assistant prof. Sr. Grade) DEPARTMENT OF INDUSTRIAL MICROBIOLOGY JACOB INSTITUTE OF BIOTECHNOLOGY AND BIO-ENGINEERING SAM HIGGINBOTTOM UNIVERSITY OF AGRICULTURE,TECHNOLOGY, AND SCIENCES, PRAYAGRAJ
  • 2. CONTENT  MOLECULAR MARKERS  DESIRABLE PROPERTIES OF MOLECULAR MARKERS  TYPES OF MOLECULAR MARKERS  Biochemical markers  HYBRIDIZATION BASED (non-PCR) TECHNIQUE  RFLP (Restriction fragment length polymorphism analysis)  PCR based techniques (RAPD, ISSR, SSR, AFLP, EST, SCoT, Microsatellite)  DATA ANLYSIS  DNA marker applications
  • 3. MOLECULAR MARKER  A molecular marker is a molecule contained within a sample taken from an organism (biological markers) or other matter. It can be used to reveal certain characteristics about the respective source. DNA, for example, is a molecular marker containing information about genetic disorders, genealogy and the evolutionary history of life. Specific regions of the DNA (genetic markers) are used for diagnosing the autosomal recessive genetic disorder cystic fibrosis, taxonomic affinity (phylogenetics) and identity (DNA barcoding). Further, life forms are known to shed unique chemicals, including DNA, into the environment as evidence of their presence in a particular location. Other biological markers, like proteins, are used in diagnostic tests for complex neurodegenerative disorders, such as Alzheimer’s disease. Non- biological molecular markers are also used, for example, in environment studies.
  • 4. DESIRABLE PROPERTIES OF MOLECULAR MARKERS  High level polymorphism  Co-dominant inheritance  Unambiguous designation of alleles  Frequent occurrence in the genome  Even distribution throughout the genome  Selectively neutral behaviour (no pleiotropic effect)  Easy access (no cloning)  Easy and fast assay 9amenable to automation  High reproducibility  Easy exchange of data between laboratories  Development at reasonable cost
  • 5. TYPES OF MOLECULAR MARKERS  Due to rapid developments in the field of molecular genetics, a variety of molecular markers has emerged during the last few decades.
  • 6. Biochemical markers  Biochemical markers are generally the protein marker. These are based on the change in the sequence of amino acids in a protein molecule. The most important protein marker is alloenzyme. Alloenzymes are variant forms of an enzyme that are coded by different alleles at the same locus and this alloenzymes differs from species to species. So for detecting the variation alloenzymes are used. These markers are type-i markers. Advantages:  Co-dominant markers.  Less price. Disadvantages:  Require prior information.  Low polymorphism power. Applications:  Linkage mapping.  Population studies.
  • 7. HYBRIDIZATION BASED (non-PCR) TECHNIQUE RFLPs Restriction fragment length polymorphism analysis Botstein et al. (1980)
  • 8. RFLP (Restriction fragment length polymorphism analysis) Genetic markers resulting from the variation or change in the length of defined DNA fragments produced by digestion of the DNA sample with restriction endonucleases.
  • 9. RFLP contd…  Electrophoretic comparison of the size of defined restriction fragments derived from genomic DNA 1. Isolate high quality DNA 2. Digest with a combination of restriction enzymes 3. Fractionate digested samples by electrophoresis 4. Transfer fragments to membrane 5. Hybridize with radioactively labeled DNA probe(s); detect by autoradiography. Can also use non-radioactive labeling systems
  • 10.
  • 11. RFLP analysis Polymorphism revealed by different probe/enzyme combination among 13 different accessions.
  • 12. Considerations for use of RFLPs  Relatively slow process  Use of radioisotopes has limited RFLP use to certified laboratories ( but non - radioactive labeling systems are now in wide use )  Co - dominant markers ; often species - specific  Need high quality DNA - Need to develop polymorphic probes  expensive
  • 13. Applications  Intraspecific level or among closely related taxa  Presence and absence of fragments resulting from changes in recognition sites are used for identifying species or populations  Estimating genetic distance and fingerprinting  Forensic - biological parentage , paternity cases  Disease status  Genetic mapping
  • 14. PCR based techniques (RAPD, ISSR, SSR, AFLP, EST, SCoT)
  • 15.
  • 16. Random Amplified Polymorphic DNA ( RAPD )  Randomly Amplified Polymorphic DNA ( RAPDs ) are genetic markers resulting from PCR amplification of genomic DNA sequences recognized by ten - mer random primers of arbitrary nucleotide sequence ( Williams et al ., 1990 ).  RAPDs are dominant markers that require no prior knowledge of the DNA sequence , which makes them very suitable for investigation of species that are not well known ( Williams et al . 1993 ) .
  • 17.
  • 18. Inter - Simple Sequence Repeats (ISSE)  The generation of ISSR markers involve PCR amplification of DNA using a single primer composed of a microsatellite repeated sequence and in some cases primer also contains 1 4 base anchor at either 3 ' or 5 ' or at both ends, which target a subset of ' simple sequence repeats ' ( SSRs ) and amplify the region between two closely spaced and oppositely oriented SSRs ( Fang et al . , 1997 ; Fang and Roose , 1997 ; Moreno et al . , 1998 ) .  ISSR technique permits the detection of polymorphisms in microsatellites and inter - microsatellites loci without previous knowledge of the DNA sequence ( Moreno et al . , 1998 )
  • 19.
  • 20. Simple Sequence Repeats ( SSR )  Are DNA sequences with repeat lengths of a few base pairs . Variation in the number of repeats can be detected with PCR by developing primers for the conserved DNA sequence flanking the SSR . As molecular markers , SSR combine many desirable marker properties including high levels of polymorphism and information content , unambiguous designation of alleles , even dispersal , selective neutrality , high reproducibility , co - dominance , and rapid and simple genotyping assays . Microsatellites have become the molecular markers of choice for a wide range of applications in genetic mapping and genome , genotype identification and variety protection , seed purity evaluation and germplasm conservation , diversity studies , paternity determination and pedigree analysis , gene and quantitative trait locus analysis , and marker - assisted breeding .
  • 21. Advantages  Require very little and not necessarily high quality DNA  Highly polymorphic  Evenly distributed throughout the genome  Simple interpretation of results  Easily automated , allowing multiplexing  Good analytical resolution and high reproducibility  Codominant marker ("New allozyme”)
  • 22.
  • 23. Applications  Individual genotyping  Parentage  Genetic diversity , population genetic study  Genome mapping  Evolutionary studies - Hybridization
  • 24. Amplified Fragment Length Polymorphism (AFLP)  AFLP technology is a DNA fingerprinting technique that combines RFLP and PCR . It is based on the selective amplification of a subset of genomic restriction fragments using PCR . AFLP process 1. Digest genomic DNA with restriction enzymes 2. Ligate commercial adaptors ( defined sequences ) to both ends of the fragments 3. Carry out PCR on the adaptor - ligated mixture , using primers that target the adaptor , but that vary in the base ( s ) at the 3 ' end of the primer .
  • 25.
  • 26. Advantages of AFLP's  Very sensitive  Good reproducibility but technically demanding  Relatively expensive technology  Discriminating homozygotes from heterozygotes  Requires band quantitation ( comparison of pixel density in images from a gel scanner )  Bands are anonymous
  • 27. Applications  Monitoring inheritance of agronomic traits  Diagnostic in genetically inherited disease  Pedigree analysis  Forensic typing - Parentage analysis  Identifying hybrids  Species level relationship  Also in some case at higher level relationship
  • 28. Microsatellites  Microsatellites or simple sequence repeated (SSR) loci, which have been referred to in the literature as variable number of tandem repeats (VNTRs) and simple sequence length polymorphisms (SSLPs), are found throughout the nuclear genomes of most eukaryotes and to a lesser extent in prokaryotes.  Microsatellites range from one to six nucleotides in length and are classified as mono-, di- , tri-, tetra-, penta- and hexanucleotide repeats.  The sequences of di-, tri- and tetranucleotide repeats are the most common choices for molecular genetic studies.  They are tandemly repeated (usually 5-20 times) in the genome with a minimum repeat length of 12 base-pairs.  The number of repeats is variable in populations of DNA and within the alleles of an individual.  The sequence below has a 20 dinucleotide repeat (40bp) stretch of CA that is shown in bold.
  • 29.  CGTTCAATAAGCAAAAATCCATAGTTTTAGGAATG TGGGCT GCTTGGTGTGATGTAGAAGGCGCCAATGCATCTCG ACGTAT GCGTATACGGGTTACCCCCTTTGCAATCAGTGCAC ACACAC ACACACACACACACACACACACACACACACAGT GCCAAGCA AAAATAACGCCAAGCAGAACGAAGACGTTCTCGA GAACACC AGAAGTTCGTGCTGTCGGGGCATGCGGCGAGTAA AGGGGAT  When a microsatellite flanked with fluorescent PCR primers then the amplification will give a pair of fluorescent allelic products which will vary in size according to their repeat length.  A population might possess 5 alleles which vary in size as illustrated in Fig. Five Alleles with Different Repeat Length
  • 30. Microsatellites can be used as markers in genetic studies of linkage in families and linkage disequilibrium studies of populations. In linkage studies one can examine large number of families and see when the alleles of specific markers are inherited together with a phenotype in more cases than not. Microsatellite repeat are amplified with fluorescently labeled primers and then the alleles from each individual in a family are separated by size and the marker tested for linkage with another as shown in Figure. Raw of Genotyping Data
  • 31. This approach assumes that a certain quantitative trait was affected by many unknown genes. So, this approach is looking for associations between the variation of allele and quantitative traits at the neutral DNA markers. The DNA marker is located on a chromosome and its inheritance can be monitored [48]. Microsatellites are the most commonly applied molecular marker in ecological research Number of publications (selected biological subject) between 1970 and 2007 employing mtDNA, Allozymes, Microsatellites, RFLPs, RAPDs and AFLPs found via ISI web of knowledge
  • 32. Start Codon Targeted ( SCOT ) Polymorphism analysis  SCoT is a novel method for generating plant DNA markers .  This method was developed based on the short conserved region flanking the ATG start codon in plant genes  SCoT uses single 18 - mer primers in polymerase chain reaction (PCR) and an annealing temperature of 50 ° C .  PCR amplicons are resolved using standard agarose gel electrophoresis.  This method was validated in rice using a genetically diverse set of genotypes and a backcross population.
  • 33.
  • 34.
  • 35. ESTs (Expressed Sequence Tags) Single-pass sequencing reads from randomly selected cDNA clones
  • 36. Steps for EST's  cDNA libraries (containing many of the expressed genes of an organism)  pick cDNA clones randomly  rapidly determine some of the sequence of nucleotides from the end of each clone.  These ESTs could then be compared to all known sequences using a program called BLAST.
  • 37. Steps of ESTs contd…  An exact match to a sequenced gene means that the gene encoding that EST is already known.  If the match was close but not exact one could conclude that the EST is derived from a gene with a function similar to that of the known gene.  The EST sequences with their putative identification are then deposited in the GenBank and the clones from which they were derived are kept in a freezer for later use.
  • 38. Overview of the EST sequencing process  Clones are picked from petri dishes into microtitre plates, and archived for later use. All subsequent manipulations (PCR, clean up and sequencing) are carried out in microtitre plates to yield medium-throughput.
  • 41.
  • 42. Similarity  Simple matching coefficient ( Sneath and Sokal , 1973 ) : measures the proportion of shared band presence and absences  Jaccard's coefficient ( Jaccard , 1908 ) : Proportion of shared bands  Nei and Li coefficient ( Nei and Li , 1979 ) : Probability a band being amplified in one sample being amplified in another sample (biological perspective : inherited from a common ancestor  Major problem : False positive – similar in RAPD
  • 43. Genetic Similarity matrix calculated according to Jaccard’s coefficient based on marker data 2 4 7 3 5 6 2 100 4 94.1 100 7 93.3 87.5 100 3 87.5 94.1 80.0 100 5 66.7 62.5 71.4 53.3 100 6 57.1 53.3 61.5 57.1 92.3 100
  • 44.
  • 45. DNA marker applications  Fingerprinting  Diversity studies  Marker - assisted selection  Genetic maps  Gene tagging  Novel allele detection  Map - based gene cloning  F1 identification  Comparative maps  Bulk segregant analysis  Seed testing