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Plant Genome sequencing and Crop improvement
Student : Ragavendran Abbai ID. No. : 2015315514Discipline : I MS Biotechnology
Crop Improvement In Pre-sequencing Era
Morphology based phenotypic selection was the only method adopted in regard with crop improvement in the pre-sequencing era.
Demerits of Phenotypic selection:Inconsistent due to GxE interaction.Time-consuming.Morphological markers are limited in number.
Merits of Phenotypic selection:Morphological markers are readily available.Usually require only simple equipments.
ORIGIN OF DNA SEQUENCING TECHNOLOGY
Conventional DNA Sequencing Strategies
Di-deoxy sequencing method
Frederick Sanger and his colleagues created the di-deoxy sequencing method based on the “elongation of DNA molecule during replication”
Shendure & Hanlee, 2008
Partial digestion of the entire genome
Construction of Physical map – either based on molecular marker data or based on restriction fingerprinting
Generate clones of large segments (~300 kb) of DNA from the organism of interest
Minimally overlapping clones are selected for sequencing based on physical mapping (Minimal Tiling Path)
Sanger sequencing after the fragmentation of cloned DNA into smaller parts
An insight into BAC by BAC sequencing strategy
Whole Genome Shotgun (WGS) strategy
The Arabidopsis thaliana genome
Arabidopsis thaliana was the first crop to be sequenced owing to its simple genome and also to its benefit as a model plant in genomic research. The technique adopted was BAC by BAC sequencing strategy.
Unraveling the Rice genome
Rice is the most highly consumed staple food crop in the world. With the notion of understanding the molecular mechanisms controlling yield, stress resistance, nutrient absorption and many more desired traits, rice was the first crop pant to be sequenced. The technique adopted was BAC by BAC sequencing strategy.
Understanding the Populus trichocarpa genome
Populus trichocarpa is the first woody tree to be sequenced and is indicated as the model forest species due its rapid growth and relative ease of experimental manipulation. The technique adopted was WGS sequencing strategy.
Elucidation of the Grapevine genome through WGS strategy
Demerits:Generation and maintenance of BAC libraries.WGS vs Assembly quality.
Merits:Genome sequencing was made possible for the first time.Draft genome of vital plant species were completed.
Conventional genome sequencing srategies
ADVANCES IN DNA SEQUENCING TECHNOLOGY
Next Generation DNA Sequencing platforms
Pyrosequencing approach
Pyrosequencing works on the principle of "sequencing by synthesis" principle. The technique was developed by Pål Nyrén and his student Mostafa Ronaghi at the Royal Institute of Technology in Stockholm in 1996.
ssDNA template is immobilized, hybridized to a sequencing primer and incubated with,
Enzymes: DNA polymerase, ATP sulfurylase, luciferase and apyraseSubstrates: adenosine 5´ phosphosulfate (APS) and luciferin.
PYROPOSPHATE (PPi) is released when correct nucleotide is incorporated
ATP sulfurylase quantitatively converts PPi to ATP in the presence of adenosine 5´ phosphosulfate.
Methodology of Pyrosequencing
The released ATP aids in luciferase-mediated conversion of luciferin to oxy-luciferin that generates visible light
Roche Applied Science’s 454 platform works based on Pyrosequencing
Illumina's Solexa platform works based on Bridge PCR
Shendure & Hanlee, 2008
In-vitro constructed adapter flanked shotgun library is PCR
amplified on a flow cell where the primers are attached
The 5` end of the primer is attached with a flexible linker
which leads to local tethering of the amplicons
Action of modified dNTPs with 3` Reverse terminating motif +Fluorescent labeling enables dissecting out the sequence
AB’s SOLiD platform works based on Emulsion PCR
Shendure & Hanlee, 2008
In-vitro constructed adapter flanked shotgun library is PCR
amplified on a bead
Selective recovery of beads harboring amplicons and
immobilization on a solid chip to produce dense, disordered array
Universal primer targeting the adapter is hybridized in the array
and fluorescently labeled octamer is used for sequencing.
Sequencing by synthesis is driven by DNA ligase
Comparison of leading NGS platforms:454, Solexa & SOLiD
Shendure & Hanlee, 2008
Whole genome sequencing through NGS platforms
Sequencing of the cucumber genome through hybrid approach utilizing Sanger’s and Illumina platforms
Cucumber is an economically important crop as well as a model system for sex determination studies and plant vascular biology.This hybrid approach resulted in 72.2-fold genome coverage.
Understanding of the Apple, Cocoa & Muskmelon genome
Combined approach of 454 pyrosequencing and Sanger’s sequencing was employed to dissect out the genome of Apple (2010), Cocoa (2010) and Muskmelon (2012).
Unraveling the Woodland Strawberry genome solely through NGS platforms
Woodland Strawberry genome was the first plant genome to be sequenced (2011) solely through NGS platforms. All 454, Illumina and SOLiD platforms were employed for this purpose.The strawberry genome was sequenced to ×39 coverage using NGS platforms, assembled de novo and then anchored to the genetic linkage map into seven pseudo-chromosomes.
Domination of Illumina sequencing platform
In recent years Illumina sequencing platform is increasingly being adapted for whole genome sequencing of plants.
Chinese cabbage (2011), Potato (2011), Banana (2012), chickpea (2013), orange (2013), pigeon pea (2012) and water-melon (2013) were sequenced through Illumina sequencing platforms.
IMPACT OF WHOLE GENOME SEQUENCING IN CROP IMPROVEMENT
CASE STUDIES
Enhancing Rice grain yield
The QTL Gn1a is reported to posses significant control in the spikelet production and hence yield. Gn1a co-localizes a gene, cytokinin oxidase (OsCKX2) which is associated with degradation of phytochrome cytokinin. Reduced expression of OsCKX2 leads to cytokinin accumulation in inflorescence -> increase in reproductive organs -> increase in grain yield.
The identification of the major effect QTL, qEMF3 associated with FOT (Flower Opening Time) which promotes Early Morning (EMF) Flowering has opened up avenues for generation of heat tolerant rice varieties.It has been reported that the flowering in the QTL introgressed lines gets completed before the temperature reaches the threshold limit of 35◦C, thus reducing sterility percentage.
QTL for FOT and Heat Escape
3000 Rice genomes project The Future of Rice Biotechnology
Deep sequencing (Avg.14x) of 3000 diverse rice genotypes was carried out under “3000 Rice genomes project” and it is a gold-mine for rice improvement.
Haplotype map of Maize
Several million sequence polymorphims among 27 diverse maize inbred line were brought into light and this would act as the platform for Genome Wide Association studies (GWAS) for dissecting out molecular basis of complex traits in maize.
Molecular basis of uniform ripening in Tomato
SlGLK2, the Golden 2-like transcription factor influences the chlorophyll accumulation and distribution in developing fruits.Appropriate manipulation of SlGLK2 will contribute to the uniform ripening uniform harvest.
Understanding the genetic link between photoperiodism and tuber formation in Potato
Potato requires “short-day” conditions for tuber formation. A major-effect QTL controlling plant maturity and tuber formation has been identified.This QTL paves way for the potato breeders to generate varieties specific to their geographical locations.
RNA-seq reveals molecular basis of salinity responsiveness in finger millet.
RNA-seq for unraveling salinity responsiveness in Finger-millet
FUTURE PROSPECTS
Problems with NGS platform and overview of high-throughput sequencing platforms in pipeline
Repetitive elements vs NGS platforms
Success of NGS technology in Triticeae genomes: Wheat, Barley and Rye is very limited due to the presence of ~80% of repetitive elements.
In-order to combat this issue, high throughput third generation “Real-time single molecule sequencing” technologies are in the pipeline.
Third generation sequencing Real-time single molecule sequencing
Munroe & Harris, 2010
SMRT Ion-TorrentFRET Nanopore
Selected References
Kloosterman et al. 2013. Naturally occurring allele diversity allows potato cultivation in northern latitudes. Nature, 495:246-250.
3K RGP: The 3,000 rice genomes project, 2014. GigaScience 3:7.
Bolger et al. 2014. Plant genome sequencing — applications for crop improvement. Current Opinion in Biotechnology, 26:31–37.
Shendure & Hanlee, 2008. Next-generation DNA sequencing. Nature biotechnology, 10.1038/nbt1486
Munroe & Harris, 2010. Third-generation sequencing fireworks at Marco Island. Nature, vol.28 no.5.
Feuillet et al. 2011. Crop genome sequencing: lessons and rationales. Trends in Plant Science, 10.1016/j.tplants.2010.10.005.