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WEL COME
Submitted to
Dr. K.G. MODHA
Assistant professor
Dept. of Genetics and Plant Breeding
N.M. College of agriculture
NAU, Navsari-396 450
Submitted by
SENTHILKUMAR.V
Dept. of Genetics and Plant Breeding
M.sc.( Agri.) 2nd semester
N.M. College of agriculture
NAU, Navsari-396 450
TRANSCRIPTOME ANALYSIS IN SORGHUM
2
 Expressed Sequence Tags (ESTs)
 RT-PCR
 DNA Microarray’s
 Bioinformatics
 Northern blotting
 SAGE
 Abiotic stresses was included drought and heat were
amongst the main limiting factors for plant growth
and crop productivity.
 In the field condition, these stress types are rarely
presented individually and plants are often subjected
to a combination of stress types.
 Sorghum bicolor is a cereal crop which is grown in
arid and semi-arid regions and is particularly well
adapted to the hot and dry conditions.
 In order to better understand the mechanisms
underlying combined stress tolerance in this
important crop.
 we have used microarrays to investigate the
transcriptional response of Sorghum subjected to
heat and droughtstresses imposed both individually
and in combination.
1st step
• Plant growth conditions and stress treatments
2nd step
• Microarray design
• cDNA synthesis
• Hybridization and washing of microarray slides
3rd step • Bioinformatic analysis & Realtime PCR
1.TRANSCRIPTOMIC ANALYSIS OF SORGHUM SUBJECTED TO DROUGHT,
HEAT AND COMBINED DROUGHT AND HEAT STRESS
C:UsersadminDesktopDATA.docx
Venn diagrams showing the number of transcriptsup-regulated (a) or down-regulated (b) by either
heat, droughtor combined heat and drought treatments in Sorghum leaftissue (compared to control
non-stressed plants). Only transcriptswith a change of >2 fold in all 3 replicates were included.
Most significantly enriched sequences found in promoters of genes
up-regulated in response to drought (left), heat (centre)
and combined heat and drought (right).
 Microarrays consisting of 28585 gene probes identified
gene expression changes equating to ~4% and 18% of genes
on the chip following drought and heat stresses
respectively.
 In response to combined stress ~20%of probes were
differentially expressed.
 In many of these transcript changes were in common with
those changed in response to heat or drought alone, the
levels of 2043 specific transcripts (representing 7% of all
gene probes) were found to only be changed following the
combined stress treatment.
 Ontological analysis of these ‘unique’ transcripts identified
a potential role for specific transcription factors including
MYB78 and ATAF1,chaperones including unique heat shock
proteins (HSPs) and metabolic pathways including
polyamine biosynthesis in the Sorghum combined stress
response.
Sorghum transcriptome analysis

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Sorghum transcriptome analysis

  • 2. Submitted to Dr. K.G. MODHA Assistant professor Dept. of Genetics and Plant Breeding N.M. College of agriculture NAU, Navsari-396 450 Submitted by SENTHILKUMAR.V Dept. of Genetics and Plant Breeding M.sc.( Agri.) 2nd semester N.M. College of agriculture NAU, Navsari-396 450 TRANSCRIPTOME ANALYSIS IN SORGHUM 2
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.  Expressed Sequence Tags (ESTs)  RT-PCR  DNA Microarray’s  Bioinformatics  Northern blotting  SAGE
  • 8.
  • 9.  Abiotic stresses was included drought and heat were amongst the main limiting factors for plant growth and crop productivity.  In the field condition, these stress types are rarely presented individually and plants are often subjected to a combination of stress types.  Sorghum bicolor is a cereal crop which is grown in arid and semi-arid regions and is particularly well adapted to the hot and dry conditions.  In order to better understand the mechanisms underlying combined stress tolerance in this important crop.  we have used microarrays to investigate the transcriptional response of Sorghum subjected to heat and droughtstresses imposed both individually and in combination.
  • 10. 1st step • Plant growth conditions and stress treatments 2nd step • Microarray design • cDNA synthesis • Hybridization and washing of microarray slides 3rd step • Bioinformatic analysis & Realtime PCR
  • 11. 1.TRANSCRIPTOMIC ANALYSIS OF SORGHUM SUBJECTED TO DROUGHT, HEAT AND COMBINED DROUGHT AND HEAT STRESS C:UsersadminDesktopDATA.docx Venn diagrams showing the number of transcriptsup-regulated (a) or down-regulated (b) by either heat, droughtor combined heat and drought treatments in Sorghum leaftissue (compared to control non-stressed plants). Only transcriptswith a change of >2 fold in all 3 replicates were included.
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  • 13. Most significantly enriched sequences found in promoters of genes up-regulated in response to drought (left), heat (centre) and combined heat and drought (right).
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  • 17.  Microarrays consisting of 28585 gene probes identified gene expression changes equating to ~4% and 18% of genes on the chip following drought and heat stresses respectively.  In response to combined stress ~20%of probes were differentially expressed.  In many of these transcript changes were in common with those changed in response to heat or drought alone, the levels of 2043 specific transcripts (representing 7% of all gene probes) were found to only be changed following the combined stress treatment.  Ontological analysis of these ‘unique’ transcripts identified a potential role for specific transcription factors including MYB78 and ATAF1,chaperones including unique heat shock proteins (HSPs) and metabolic pathways including polyamine biosynthesis in the Sorghum combined stress response.