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Diversity array technology
SAAKRE MANJESH
2014-11-105
OVER VIEW
• Progress in development of genomic resources in the leading legume
crops of the semi-arid tropics (SAT) chickpea, pigeon pea and
groundnut as compared to other crop species like cereals, has been
very slow.
• SSR and SNP markers have become the markers of choice for
genetic analysis and breeding applications in the SAT legume crops
• Next-generation sequencing (NGS) and high-throughput (HTP)
genotyping methods.
• Diversity array technology (DArT) marker system became
popular in many other crop species since no sequence information
is needed
1
• DArT arrays comprising 15,360 clones in each of the three species
• The parental genotypes of mapping populations including intra-
specific mapping populations in chickpea and pigeonpea, when
screened with the available DArT arrays, showed 35% and 9%
polymorphism, respectively.
• DArT markers are not cost-effective or attractive marker system for
detecting polymorphism in cultivated germplasm of the SAT legume
crops.
2
• DArT markers may prove useful for introgression of
segments from alien species to the elite varieties of the
legume crops.
• In pigeonpea, by using 1,225 DArT markers in the cross
between C. platycarpus and C. cajan, 2–5% C. platycarpus
genome carrying genes for disease and insect resistance was
observed (Mallikarjuna et al. 2011).
3
4
The development and application of genomics
resources in accelerating genomics research
and breeding applications in the SAT legume
crops.
Conti…..
• SSR markers- 454/FLX sequencing
Chickpea- 2,000
Pigeonpea- 3,200
Groundnut- 2,500
Candidate Markers for :
Drought-tolerance-related root traits in chickpea
Resistance to foliar diseases in groundnut
sterility mosaic disease (SMD) and fertility restoration in
pigeonpea
5
• DArT Pty Ltd, ICRISAT has developed DArT arrays
comprising 15,360 clones in each of the three species.
• SNP genotyping platforms including GoldenGate,
VeraCode and Competitive Allele Specific PCR (KASPar)
assays have been developed in chickpea and pigeonpea.
• 454/FLX sequencing for SSR markers
6
7
Transcriptomic resources and molecular markers developed at ICRISAT using
next generation sequencing and highthroughput genotyping technologies
Diversity array technology (DArT)
 high-throughput marker system
 No sequence information is needed
 DArT is based on microarray hybridizations
 Detect the presence v/s absence of individual fragments
 Efficiently and economically scan from hundreds to
thousands of polymorphic markers.
8
DArT technology consists of several steps:
1. Complexity reduction of the DNA of interest
2. Library creation Microarraying libraries onto glass slides
3. Microarraying fragments onto glass slides
4. Hybridisation of fluoro-labelled DNA onto slides
5. Scanning of slides for hybridisation signal
6. Data analysis and extraction.
9
1. Complexity reduction of the DNA of interest
10
DArT operates on the principle that the genomic 'representation'
contains two types of fragments:
• Constant fragments, found in any 'representation' prepared from a
DNA sample from an individual belonging to a given species, and
• Variable (polymorphic) fragments called molecular markers, only
found in some but not all of the 'representations'.
11
Presence vs. absence in a genomic 'representation' is assayed by hybridizing
the 'representation' to a DArT array consisting of a library of that species.
12
2. Library creation
DNA amplification
Cloning
Library in E coli
13
Each colony contains one of
the fragments from the
genomic 'representation'.
3. Microarraying
Selection of clones
Arranged into a plate format
(usually 384-well plates)
Fragments within library
amplified
Spotted onto glass slides
14Genotyping array
4. Hybridisation
15
5. scanning
 The hybridised slides are Washed and processed to remove
unbound labelled DNA.
 Then scanned using a scanner to detect fluorescent signal
emitted from the hybridised fragments.
 The result from each fluorescent channel is recorded
 The resulting images are stored in 'tif' format.
16
6. Data analysis
The data from the scanned images is extracted and analysed using
the DArTsoft software and the information is managed by the DArTdb
Laboratory Information Management System.
17
DArTsoft- Software
18
Advantages of DArT technology
 Marker density relevant to application
 Sequence information and platform independence
 High throughput due to a high level of multiplexing
Matching most cost-effective technology with the application
on modern platforms
19
DArT Applications
• Genome profiling and diversity analysis
• Genetic and physical mapping
• Identification of QTL
• Rapid introgression of genomic regions in accelerated backcrossing
programs
• Simultaneous marker-assisted selection for several traits
• Genomic Selection
• Varietal identification of crops and genetic purity testing
• Monitoring the composition of complex DNA samples
20
454/FLX sequencing
• 454/FLX sequencing
21
Applications
 Full genome sequencing
 Amplicon sequencing
 Transcriptome sequencing
 Metagenomics
22
References
• Advances in genetics and molecular breeding of three legume
crops of semi-arid tropics using next-generation sequencing and
high-throughput genotyping technologies, Rajeev k varshney
et.,al, ICRISAT, CIMMYT.
• http://www.diversityarrays.com/dart-application-microarray
• http://ilmn-site2.azurewebsites.net/technology/beadarray-
technology/goldengate-genotyping-assay.ilmn
• http://www.wellcome.ac.uk/Education-resources/Education-and-
learning/Resources/Animation/WTX056046.htm
23
Thank you

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Diversity Array technology

  • 1. Diversity array technology SAAKRE MANJESH 2014-11-105
  • 2. OVER VIEW • Progress in development of genomic resources in the leading legume crops of the semi-arid tropics (SAT) chickpea, pigeon pea and groundnut as compared to other crop species like cereals, has been very slow. • SSR and SNP markers have become the markers of choice for genetic analysis and breeding applications in the SAT legume crops • Next-generation sequencing (NGS) and high-throughput (HTP) genotyping methods. • Diversity array technology (DArT) marker system became popular in many other crop species since no sequence information is needed 1
  • 3. • DArT arrays comprising 15,360 clones in each of the three species • The parental genotypes of mapping populations including intra- specific mapping populations in chickpea and pigeonpea, when screened with the available DArT arrays, showed 35% and 9% polymorphism, respectively. • DArT markers are not cost-effective or attractive marker system for detecting polymorphism in cultivated germplasm of the SAT legume crops. 2
  • 4. • DArT markers may prove useful for introgression of segments from alien species to the elite varieties of the legume crops. • In pigeonpea, by using 1,225 DArT markers in the cross between C. platycarpus and C. cajan, 2–5% C. platycarpus genome carrying genes for disease and insect resistance was observed (Mallikarjuna et al. 2011). 3
  • 5. 4 The development and application of genomics resources in accelerating genomics research and breeding applications in the SAT legume crops.
  • 6. Conti….. • SSR markers- 454/FLX sequencing Chickpea- 2,000 Pigeonpea- 3,200 Groundnut- 2,500 Candidate Markers for : Drought-tolerance-related root traits in chickpea Resistance to foliar diseases in groundnut sterility mosaic disease (SMD) and fertility restoration in pigeonpea 5
  • 7. • DArT Pty Ltd, ICRISAT has developed DArT arrays comprising 15,360 clones in each of the three species. • SNP genotyping platforms including GoldenGate, VeraCode and Competitive Allele Specific PCR (KASPar) assays have been developed in chickpea and pigeonpea. • 454/FLX sequencing for SSR markers 6
  • 8. 7 Transcriptomic resources and molecular markers developed at ICRISAT using next generation sequencing and highthroughput genotyping technologies
  • 9. Diversity array technology (DArT)  high-throughput marker system  No sequence information is needed  DArT is based on microarray hybridizations  Detect the presence v/s absence of individual fragments  Efficiently and economically scan from hundreds to thousands of polymorphic markers. 8
  • 10. DArT technology consists of several steps: 1. Complexity reduction of the DNA of interest 2. Library creation Microarraying libraries onto glass slides 3. Microarraying fragments onto glass slides 4. Hybridisation of fluoro-labelled DNA onto slides 5. Scanning of slides for hybridisation signal 6. Data analysis and extraction. 9
  • 11. 1. Complexity reduction of the DNA of interest 10
  • 12. DArT operates on the principle that the genomic 'representation' contains two types of fragments: • Constant fragments, found in any 'representation' prepared from a DNA sample from an individual belonging to a given species, and • Variable (polymorphic) fragments called molecular markers, only found in some but not all of the 'representations'. 11
  • 13. Presence vs. absence in a genomic 'representation' is assayed by hybridizing the 'representation' to a DArT array consisting of a library of that species. 12
  • 14. 2. Library creation DNA amplification Cloning Library in E coli 13 Each colony contains one of the fragments from the genomic 'representation'.
  • 15. 3. Microarraying Selection of clones Arranged into a plate format (usually 384-well plates) Fragments within library amplified Spotted onto glass slides 14Genotyping array
  • 17. 5. scanning  The hybridised slides are Washed and processed to remove unbound labelled DNA.  Then scanned using a scanner to detect fluorescent signal emitted from the hybridised fragments.  The result from each fluorescent channel is recorded  The resulting images are stored in 'tif' format. 16
  • 18. 6. Data analysis The data from the scanned images is extracted and analysed using the DArTsoft software and the information is managed by the DArTdb Laboratory Information Management System. 17
  • 20. Advantages of DArT technology  Marker density relevant to application  Sequence information and platform independence  High throughput due to a high level of multiplexing Matching most cost-effective technology with the application on modern platforms 19
  • 21. DArT Applications • Genome profiling and diversity analysis • Genetic and physical mapping • Identification of QTL • Rapid introgression of genomic regions in accelerated backcrossing programs • Simultaneous marker-assisted selection for several traits • Genomic Selection • Varietal identification of crops and genetic purity testing • Monitoring the composition of complex DNA samples 20
  • 23. Applications  Full genome sequencing  Amplicon sequencing  Transcriptome sequencing  Metagenomics 22
  • 24. References • Advances in genetics and molecular breeding of three legume crops of semi-arid tropics using next-generation sequencing and high-throughput genotyping technologies, Rajeev k varshney et.,al, ICRISAT, CIMMYT. • http://www.diversityarrays.com/dart-application-microarray • http://ilmn-site2.azurewebsites.net/technology/beadarray- technology/goldengate-genotyping-assay.ilmn • http://www.wellcome.ac.uk/Education-resources/Education-and- learning/Resources/Animation/WTX056046.htm 23