5. DNA barcoding and new sequencing technologies
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Transcript 5. DNA barcoding and new sequencing technologies
Defining the Fusarium/host
interaction through genomics
and proteomics
Fusarium graminearum
Broad host fungal pathogen causing fusarium
head blight in wheat, barley, and oats and
gibberella ear rot in maize.
Reduced grain yield and quality.
Mycotoxin deposition.
(Deoxynivalenol-DON)
• food and feed safety issues
• potential export barrier
2
DEOXYNIVALENOL (DON)
OH
O
O
O
OH
HO
• Trichothecene mycotoxin
• 322 Da
• Different forms affect
cytoxicity
– 15-Acetyl DON
– 3-Acetyl DON
• Important in pathogen
virulence
Cellular Effects of DON
Inhibits protein synthesis
Binds to ribosomal protein
L3 (RPL3)
Blocks peptidyl
transferase?
Objective:
Find genes, whose altered expression in plants, will
increase resistance to Fusarium graminearum
Saccharomyces cerevisiae
Single cellular fungi
Haploid or diploid
5 um diameter
Eukaryote
Saccharomyces cerevisiae as a Model System
1997 – first eukaryotic organism sequenced
6200 ORF’s
Saccharomyces Genome Database
http://www.yeastgenome.org
Inexpensive / easy to use
Conservation of biochemical processes
Yeast Genomic Screening on DON
Collection in 96 well format
Pin (2X) 1536 / plate
Singer Robot
YPD + TI + 125 ug/mL DON
Grow 30°C, 2-6 days
Photograph and quantify growth
Repeat 2 times
Screening Results – Example ATG4
DMSO
TI
TI + DON
Screening Results – Example RPL27A
DMSO
TI
TI + DON
Screening Results – Top Strains
GENE
VTH1
ESSENTIAL?
N
DESCRIPTION
Putative membrane glycoprotein
ECM15
ABF1
ARC18
ARC35
N
Y
N
Y
Gene of unknown function
DNA binding protein
AYT1
ATG4
KRE9
N
N
Y
Acetyltransferase
Cysteine protease required for autophagy
UBP13
RPL27A
RPL39
N
N
N
Putative ubiquitin-specific protease
Component of (60S) ribosomal subunit
Component of (60S) ribosomal subunit
Required for integrity of cortical actin patches
Required for integrity of cortical actin patches
Glycoprotein: cell-wall β-glucan assembly
Serial Dilution Dot Assay Results
(Growth on TI + 175 ug/mL DON)
68h
DMSO
WT
ARC35
AYT1
ATG4
RPL27A
RPL39
5d
TI
TI + DON
CONCLUSIONS
Potential mycotoxin target genes discovered:
Expected – eg. RPL39, RPL27A, AYT1
Novel – eg. ARC35, ATG4,
Screening method flags both “hits” and
“suppressors”:
Hits - deleted genes give DON hypersensitivity
Suppressors – deleted genes suppress DON
cytotoxicity
FUTURE WORK
Screen yeast knock-out collections on other
Fusarium mycotoxins
Select genes for altered expression in plants
Fusarium systems biology pipeline
Identification of genes involved in mycotoxin synthesis
Tri1 (unlinked to trichothecene gene cluster)1
Butenolide gene cluster – fg08079 encodes a P450
required for butenolide synthesis.2
Clm1 – encoding an enzyme required for culmorin
synthesis.3
1 McCormick
et al. Appl. Environ. Microbiol. (2004).
2 Harris et al. Fungal Genet. Biol. (2007).
3 McCormick et al. Appl. Environ. Microbiol. (2010).
Fusarium transcriptomics
Whole gene set expression profiling conducted using Agilent
4X44K array platform - up to three 60mers representing each
predicted F. graminearum gene.
monitoring impact of Fusarium regulatory genes.
monitoring in planta expression – wheat, barley, maize.
Wheat
Maize (68 unique)
3500.0
6979 2311
2389
2164
4597
2166
4602
Intensity (Fg minus mock)
3000.0
2500.0
oligo1-Zm
2000.0
oligo2-Zm
oligo3-Zm
1500.0
oligo1-Ta
oligo2-Ta
1000.0
oligo3-Ta
500.0
Barley (2 unique)
Fg genes detected by 96hai
0.0
1d
2d
-500.0
Tim e post inoculation
4d
Fusarium proteomics
Using non-gel-based quantitative proteomics technology
(iTRAQ), we monitored 435 Fusarium proteins ID over a
time course during which mycotoxin synthesis was
induced in vitro1.
The quantitative data of 130 proteins were ID as
statistically significant (ANOVA, p<0.05). Many of these
proteins are potentially involved in pathogenicity.
1
Taylor et al. Proteomics (2008).
Defining resistance in maize
Gene expression profiling (55K oligomer arrays) and
quantitative protein profiling (iTRAQ):
- B73 (susceptible)
- CO441 (silk & kernel resistance; Reid et al., 2003).
B73
CO441
Construction of recombinant inbred line by single seed
descent:
F6 seed of (B73 X CO441) - 414 lines.
- Summer 2010 – begin phenotyping silk and
kernel resistance.
Arabidopsis is susceptible to F. graminearum
Uninoculated
Inoculated
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DMSO
Chemical compounds
DMSO
A
B
C
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