HTML Injection Attacks: Impact and Mitigation Strategies
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O27 Martin
1. Advances in systems for
identification and diagnosis of
Phytophthora, Pythium and related
genera
Frank Martin
USDA-ARS, Salinas, CA
2. Identification of Isolates
⢠Challenges of morphological identification
â Level of expertise needed
â Not all isolates produce necessary structures
â Overlap of morphological features
â Convergent evolution
â Time necessary
3. Molecular Identification
⢠Generally takes less time
⢠Less subjective for identification
⢠Can sometimes differentiate isolates below
the species level.
4. Desired Marker Characteristics
⢠Look for a single region that is conserved
within a species but variable between
species.
⢠Have conserved sequences flanking variable
region
⢠Amplicon size suitable for real-time PCR
⢠High copy number
5. Molecular Loci Used for Species
Identification
⢠Nuclear
â rDNA
â β-tubulin
â Elicitin, cellulose binding elicitor lectin
â Translation elongation factor 1 Îą
â Ypt1 gene
â Elicitin gene par1, putative storage protein Lpv
â 60S Ribosomal protein L10, enolase, heat shock protein
90, TigA gene fusion protein
6. Molecular Loci Used for Species
Identification - Nuclear
⢠Nuclear
â Multiple copy
⢠rDNA â ITS region most commonly used for
â sequence based ID (good representation in GenBank)
â As source of sequences for designing species-specific markers
â âSingleâ copy
⢠Translation elongation factor 1 alpha â phylogeny
â Kroon et al. 2004, Blair et al. 2008
⢠à -tubulin â phylogeny and molecular diagnostics
â Kroon et al. 2004, Blair et al. 2008, Bilodeau et al. 2007
⢠Elicitin, cellulose binding elicitor lectin â molecular diagnostics
â Bilodeau et al. 2007a, b
⢠Ypt1 gene â molecular diagnostics
â Schena et al. 2006, 2007
⢠Elicitin gene par1, putative storage protein Lpv
â Kong et al. 2003a, b
⢠60S Ribosomal protein L10, enolase, heat shock protein 90, TigA gene fusion
protein â phylogeny
â Blair et al. 2008
7. rDNA Organization
18 S 5.8 S 28 S IGS
ITS 1 ITS 2
5S
Pythium
Filamentous
Sporangia
For Pythium species with spherical sporangia/hyphal swellings the 5 S
rDNA is dispersed as an array in other regions of the genome
â˘Spacer regions between copies useful for species-specific markers
Cistron present in multiple copies in head to tail array
8. Ypt1 Gene Species-Specific Diagnostic
Markers
Genusâspecific primers and 15 species-specific
Phytophthora Phytophthora
genus-specific genus-specific
From Schena et al. 2007
9. Molecular Loci Used for Species
Identification - Mitochondrial
Mitochondrial â multiple copy
â cox1 - phylogeny and molecular diagnostics
⢠Kroon et al. 2004a, b, Levesque et al. (bar code, personal comm.)
â cox2 â phylogeny
⢠Martin et al. 2000, 2003a, b, Hudspeth et al. 2000, Kageyama et al. 2005, Villa et al. 2006
â cox1 and cox2 spacer -molecular diagnostics
⢠Martin et al. 2004, Tooley et al. 2006
â nad1 â phylogeny
⢠Kroon et al. 2004
â nad5 â phylogeny
⢠Ivors et al. 2004
10. Nuclear vs Mitochondrial Markers
⢠Mitochondria are uniparentally inherited
from maternal parent
⢠Copy number may change depending on
physiological status of the pathogen, so may
not be best for quantification
11. Copy Number vs Sensitivity
⢠Multiple copy vs âsingleâ copy
â Similar Ct in real-time PCR for P. ramorum using ITS
and elicitin markers,
⢠The Ct for both these loci averaged 3.7 lower than β tubulin
â Bilodeau et al. 2007, unpublished
⢠Consistency for rDNA copy number
â In Pythium, rDNA hybridizes to different number of
chromosomal bands in PFGE
⢠different hybridization intensity relative to other âsingleâ copy
probes as well.
â Different real-time PCR Ct observed for various
isolates of P. infestans when normalized to Ct of
âsingleâ copy loci (Z. Atallah, personal comm.)
12. Techniques Used for Molecular
Identification
⢠Techniques used are dependent on the type
of analysis that is needed
â Identification of isolates to species level that
have been cultured
â Identification of isolates from field samples
â Identification of a particular species of
regulatory importance from field samples
â Identification of subpopulations within a
species
13. Molecular Techniques for Isolate
Identification
⢠DNA sequencing
â Specific genes for ID and phylogenetic analysis
⢠Pythium
â Nuclear â ITS, large ribosomal subunit, β tubulin,
â Mitochondrial â cox1, cox 2
⢠Phytophthora
â Nuclear â ITS, β tubulin, translation elongation factor 1 Îą, elicitin, 60S
Ribosomal protein L10, enolase, heat shock protein 90, TigA gene fusion
protein, Ypt1
â Mitochondrial â cox1, cox2, nad1, nad5
â Molecular tool box for identification and characterization of
Phytophthora spp.
⢠4 mtDNA intergenic regions, a portion of the rDNA-IGS, a portion of
Ypt1 (a ras related protein).
â Schena and Cooke 2006
14. Molecular Techniques for Isolate
Identification
⢠Micro/macro arrays
â Identification of isolates to species level
⢠Reverse dot blot â Levesque et al. 1998
⢠Reviewed in Lievens and Thomma 2005
â Use single nucleotide polymorphisms (SNPs) on array
to identify subpopulations
15. Molecular Techniques for Isolate
Identification
⢠Single Strand Conformational Polymorphism
â SSCP of ITS sequences - Both Pythium and
Phytophthora spp.
⢠C. Hongâs lab at VPI (2003 â 2005)
⢠Automated sequencer for Phytophthora ID
â Tom Kubisiak, USDA Forest Service, MS (unpublished)
â SSCP with cox spacer region for Phytophthora spp.
⢠E. Hansen (unpublished)
16. PCR-RFLP for Isolate Identification
⢠RFLP analysis of PCR amplified fragments
â ITS region of the rDNA
⢠Phytophthora â David Cooke (PhytID)
⢠Pythium â Chen et al. 1992, Wang and White 1997
â MtDNA
⢠cox 1 and 2 gene cluster
â Phytophthora - Martin and Tooley 2004
â Pythium â Martin (unpublished)
⢠Spacer between cox 1 and 2 genes
â Phytophthora - Martin (unpublished)
18. RFLP Analysis for ID of Pythium spp.
⢠Similar in approach to Phytophthora RFLP
analysis
â Different primers used
â Amplicon a little more than half the size of the
Phytophthora amplicon
⢠Tested on over 160 isolates representing 40+
species
â Clearly delineated species
â Limited intraspecific variation
19. Alu1
100 bp ladder
P. catenulatum
P. heterothallicum
P. myriotylum
P. sylvaticum
P. torulosum
P. ultimum â Korea
P. ultimum â New Zealand
P. ultimum â Maryland
P. ultimum â New York
P. ultimum â HS â Iowa
P. aphanidermatum
P. myriotylum
P. spinosum
P. splendens
P. sylvaticum
P. ultimum
20. Phytophthora genus-specific
Amplification
cox 2 spacer cox 1
Phy-8b Phy-10b
Phytophthora
Approximately 450-500 bp
Primers amplify Phytophthora, but not the Pythium and plant species tested
â˘Analysis can be done directly on amplifications from infected tissue
21. 25 bp ladder
P. clandestina
P. gonapodyides
P. spp.
P. humicola
P. idaei
P. inflatum
P. iranica
P. katsurae
P. medii
P. melonis
P. quercina
- 125 bp
specific Amplicon for Species ID
RFLP Analysis of Phytophthora Genus-
22. Molecular Techniques for
Identification of Subpopulations
⢠RAPDs
⢠AFLPs
â Phytophthora
⢠Lamour and Hausbeck 2001, Ivors et al. 2004
â Pythium
⢠Garzon et al. 2005a, b
⢠Inter simple sequence repeats (ISRR)
â Pythium
⢠Vasseur et al. 2005
⢠Microsatellites
â Phytophthora
⢠Prospero et al. 2004, Ivors et al. 2006, Lees et al. 2006, Dobrowolski et al. 2002
â Pythium
⢠Lee and Moorman 2007
⢠Micro/macro arrays to identify SNPs
⢠Mitochondrial haplotypes
â Phytophthora infestans
23. Species-Specific PCR for Pathogen
Detection
⢠Conventional vs real-time PCR
â Due to less sensitivity and the time necessary for running
the sample conventional PCR less common in diagnostic
setting
⢠Important to have multiplexed
â Plant marker as internal control for DNA extraction
â Genus-specific marker is desirable
⢠Different chemistries for real-time PCR
â TaqMan â perhaps most common
â Scorpion â need less time to run cycle than TaqMan, so need less time
to complete assay
â Molecular beacons
24. Approaches to Enhance Specificity
⢠Nested amplification
â Advantage that in also increases sensitivity
â Disadvantage that it adds a few steps and has more opportunities
for errors
⢠Locked nucleic acids
â Allows higher annealing temperatures to be used
⢠Padlocked probes
â Szemes et al. 2005
⢠Analysis of hybridization melt kinetics
â Anderson et al. 2006
25. Padlock Probes to Improve Specificity
T1, T2 â species-specific sequences
P1, P2 â forward and reverse primers
Zip â sequences generated to be
species-specific for TaqMan
probe
Szemes et al. 2005
26. Considerations when starting to use
PCR markers reported in the
literature
⢠At least initially try using exact procedures
reported
⢠Validate technique in your lab
â Amplification conditions
â Block uniformity
27. Loop Mediated Isothermal
Amplification
⢠Reported as diagnostic for Phytophthora ramorum
â Tomlinson et al. 2007
⢠Does not require a thermal cycler (just a temperature controlled block)
⢠Can visualize results
â On a gel by electrophoresis
â Intercalation of a dye
â Increased turbidity (production of Mg pyrophosphatase)
â Real-time PCR
⢠Some limitations
â Less sensitive than TaqMan assay (10 pg vs 250 fg)
â Commonly used dye has to be added at the end of the reaction as it
inhibits the reaction
28. Using Mitochondrial Sequences for a
Systematic Approach for Marker
Development
⢠See more sequence variation than in many nuclear
regions
⢠Target has high copy number
⢠Want to identify region where variable sequences
are flanked by conserved sequences to simplify
marker development for additional species
⢠Use in conjunction with plant and Phytophthora
genus specific markers
29. Phytophthora ramorum
Multiplex Amplification
First Round Amplification
cox II spacer cox I
Phytophthora Plant
Second Round Amplification
P ramorum
.
Phytophthora
Additional details: http://www.ars.usda.gov/Research/docs.htm?docid=8728
30. Genomic Sequencing of the MtDNA
for Marker Development
⢠Rather than looking at individual sequences
one at a time, will approach this by looking
at genomic sequences of the mitochondrial
DNA
â Identify conserved/variable regions to focus on
â Look for gene order differences with related
genera and plants to enhance specificity of the
markers
31. Mitochondrial Genome Sequencing
⢠Pythium spp.
â 15 species
â 18 genomes
⢠2 isolates for 3 species to evaluate intraspecific variation
⢠Phytophthora spp.
â 12 species
â 13 genomes
⢠2 isolates of 1 species to evaluate intraspecific variation
32. Mitochondrial Genome Organization
⢠Circular orientation
â Some Pythium spp. have linear genomes
⢠Inverted repeats?
â Yes â Pythium, Saprolegnia, Achlya,
Aplanopsis, Leptolegnia, Saparomyces
â No â Phytophthora
⢠Small inverted repeat (< 1.5 kb) present in P. ramorum and P.
hibernalis
33. Pythium mtDNA
Inverted
Repeat
Single Copy
Region
IR IR
34. Linear Mitochondrial Genomes
of Pythium spp.
⢠Occur as concatamers
⢠Found in all species examined
â For most species linear arrangements are
present in very low amounts
⢠Termini correspond to the small unique
region
⢠Termini have hairpin loop
35. Genome Sizes for Pythium spp.
Small Inverted Large Genome Size Genome Size % Genome IR
Species Uniquea Repeata Uniquea One arm IRa Totala
P. catenulatum 2,704 24,964 10,253 37,921 62,885 79.4
P. graminicola 7,280 27,611 9,915 44,806 72,417 76.3
P. heterothallicum 3,368 21,269 13,066 37,703 58,972 72.1
P. myriotylum 3,900 28,342 12,148 44,390 72,732 77.9
P. nunn 3,304 22,346 13,103 38,754 61,100 73.1
P. oligandrum 1,372 30,911 10,291 42,574 73,485 84.1
P. sylvaticum 3,395 20,599 13,102 37,096 57,695 71.4
P. ultimum 2,711 21,954 13,068 37,733 59,687 73.6
a
Sizes in bp
36. Ph. megasperma
P. aphanidermatum
P. deliense
P. insidiosum
Pythium spp.
P. aristosporum
P. arrhenomanes
P. volutum
P. vanterpoolii
P. graminicola
P. plurisporum
P. catenulatum
P. torulosum
P. coloratum
P. dissotocum
P. dissimile
P. myriotylum
P. sulcatum
P. pyrilobum
Inflated
P. grandisporangium Filamentous
P. oligandrum
P. australe
P. opalinum
Spherical
P. iwayami
P. paddicum Globose
P. okanoganse
P. irregulare
P. lucens
P. mamillatum
P. spinosum
P. irregulare
P. sylvaticum
P. erinacieus
P. pulchrum
P. rostratum
P. minor
P. nunn
P. heterothallicum
P. splendens
P. ultimum
HS P. ultimum
P. ultimum v spor
10 changes
37. Phytophthora Mitochondrial Genome
Organization
⢠Lack an inverted repeat
â Exceptions
⢠P. megasperma, less than 0.9 kb based on Southern
analysis (Schumard-Hudspeth and Hudspeth 1990)
⢠P. ramorum, 1,150 bp (Martin et al. 2007)
⢠P. hibernalis, ca. 1,500 bp
⢠Has the same genes found in Pythium
â Some differences in ORFs
⢠Differences in gene order
38. Phytophthora ramorum
rps 4
rps 8 rps 2 ymf 100
rps 14 rpl 6 rrnL
KA N S Me P
atp 8 Mf
ymf 99 rpl 4
M rpl 5
rpl 16 G
Y
rps 3 0
rps 19 rrnS
rpl 2
rps 13 35
K W
rps 11 ymf96
5
K
S
C
cox 2
orf 32
L
Length: 39,314 bp cox 1
37 genes
30K
i nvert ed r e peat
nad 11
10 K
26 tRNAs for 19 AA orf 176
nad 1 7 ORFs, I unique R
cob
i nve
nad 4L
rt e d
nad 9
r ep
orf 176 atp 9
ea
t
R nad 3
25
K
K
15 D
nad 6 atp 6
cox 3
20 K rps 7
nad 5 rps 12
F RQ
IV Inverted Repeat
rps 10
atp 1
nad 2
-1,150 bp in length
E
nad 4 H
ymf 98
nad 7
-Includes 528 bp ORF
39. 100*
100*
P cactorum
. P. cactorum
P hedraiandra
.
P idaei
.
P pseudotsugae
. P. pseudotsugae
100*
100* P iranica
.
100* P clandestina
.
P tentaculata
.
100* .
P infestans P. infestans Clade 1
P sp. âandinaâ
.
92 P ipomoeae
.
75 100*
1.0 90 P mirabilis
.
60 P phaseoli
.
1.0
P nicotianae
. P. nicotianae
100* P arecae.
100* P palmivora
. P. palmivora Clade 4
P sp. âquercetorumâ
.
P megakarya
.
94
53 68
.
P quercina P. quercina
1.0 77 P citrophthora
. P. citrophthora
1.0 P inflata
.
100*
P meadii
.
P botryosa
.
100* P colocasiae
.
100* P capsici
. P. capsici
100* 100*
100*
P mexicana
. Clade 2
P sp. âgloveraâ
.
P tropicalis
.
P citricola
. P. citricola
96 P multivesiculata
.
86 P sp. âbisheriaâ
.
1.0
100*
P ilicis
.
P psychrophila
.
92
38
100*
P nemorosa
. P. nemorosa Clade 3
1.0 P pseudosyringae
. P. pseudosyringae
100* P heveae
.
P katsurae
. P. heveae Clade 5
100* P humicola
.
100*
P inundata
.
100*
P sp. âpersoniiâ
.
100* P gonapodyides
. P. gonapodyides Clade 6
P megasperma
. P. megasperma
P sp. âasparagiâ
.
100*
P cambivora
. P. cambivora
P alni
.
100*
P fragariae
. P. fragariae
P uliginosa
.
P europaea
.
100* P cajani
.
100*
100* P vignae
.
P sinensis
.
100* P melonis
.
Clade 7
100*
P pistaciae
.
P sojae
. P. sojae
100* P sp. âniederhauseriiâ
.
96
85 100*
1.0
P cinnamomi
. P. cinnamomi
P cinnamomi var. parvispora
.
100* P richardiae
.
100*
P erythroseptica
. P. erythroseptica
P cryptogea
.
P sp. âkelmaniaâ
.
P drechsleri
. P. drechsleri
100*
P sp. âsansomeaâ
.
100* P trifolii
.
82 P medicaginis
.
100*
99
1.0 100*
.
P brassicae
.
P porri Clade 8
P primulae
.
P syringae
. P. syringae
95
100* P ramorum
. P. ramorum
53
1.0
P lateralis
. P. lateralis
P foliorum
. P. foliorum
80
57 100* P insolita
.
.
P hibernalis P. hibernalis
1.0 P polonica
.
100* P sp. âbasal speciesâ
.
P sp. âcuyabensisâ
.
100* P fallax
.
P captiosa
.
100* P quininea
. Clades
P macrochlamydospora
. P. macrochlamydospora 9, 10
100* P boehmeriae
.
P kernoviae
.
Pythium vexans
0.01
Multilocus phylogeny of Blair et al. (2008)
40. Is gene order related to phylogenetic
relationships in Phytophthora?
⢠While some differences in gene order may
be associated with phylogenetic
relationships, many are not.
⢠Interspecific comparisons of genomes
reveals some regions are more variable than
others
â Gene order in some regions highly conserved in
genus
41. Development of New Marker System
for Phytophthora
⢠Two conserved differences in gene order
compared to Pythium have been identified
⢠Both regions have been sequenced in 90+ isolates
representing 60+ species to assess intra- and
interspecific variation.
⢠One region has been selected for further study
based on the sequence data
â Interspecific polymorphisms
â Intraspecific sequence conservation
â %GC of sequences
42. Phytophthora Multiplex Amplification
Phytophthora amplicon
ca. 190 bp
gene gene
Gene order differences between Phytophthora and Pythium
- also with plant mtDNA from GenBank search
43. Phytophthora Multiplex Amplification
Phytophthora amplicon
ca. 190 bp
gene gene
Phytophthora
TaqMan Probe
gene gene
Species-specific
TaqMan Probe
44. Mitochondrial Haplotype
Determination
⢠Can intraspecific variation be used as haplotype
markers to differentiate isolates?
â P. infestans â Ia, Ib, IIa, IIb
⢠Are there specific places in the genome that are
more prone to variation to simplify looking for
haplotype markers from a wider number of
species?
â Genomic rearrangements leading to intraspecific
differences in gene order tend to occur at specific
places. Is this also a region more prone to intraspecific
variation as well?
45. Phytophthora ramorum Mitochondrial
Haplotypes
⢠Is there intraspecific variation in the
sequences of the mitochondrial genome that
can be used to assign haplotype?
⢠Kroon et al. â SNP in cox1 gene
⢠If so, can they be used as a marker to help
monitor populations of the pathogen?
Martin (2008) Current Genetics 54:23-34
46. Phytophthora ramorum
Intraspecific Sequence Conservation
⢠California vs European mtDNA genomic
sequence
â 13 single nucleotide polymorphisms
â 1 insertion of 180 bp
⢠Additional polymorphisms when looking at
40 other isolates
â 15 new SNPs
47. Evaluation of Mitochondrial
Haplotypes
⢠Identification of SNPs
â Designed primers to amplify and sequence regions that
are variable in comparisons between the US and EU mt
genomes.
â Looked at other regions that were polymorphic in
comparisons among other species.
⢠Determination of haplotypes
â Total of 7,496 bp (or 19% of the genome) examined
â Looked at 40 isolates from geographically diverse areas
48. P. ramorum Mitochondrial Haplotypes
Marker # Variable Bases mtDNA Haplotypes
Prv-9 1 I â EU
II - US , III â Washington Nursery
ymf-16 2 I â EU , III â Washington Nursery
II - US
cox2 + spacer 3 III â Washington Nursery
I = II
Prv-1 2 III â Washington Nursery
I = II
Prv-8 2 I â EU
II - US
III â Washington Nursery
Prv-11 2 I â EU
II - US
III â Washington Nursery
Prv-13 8 I â EU
II â US
III â Washington Nursery
cox1 4 I â EU
II â US
III â Washington Nursery
Prv-14 4 I â EU
IIa â US
IIb â Oregon forest
III â Washington Nursery
49. Non-Sequence Based Haplotype
Determination
⢠Melt curve analysis of amplicons
â Using the Idaho Technology Light Scanner
â Redesigned the amplification primers so a
smaller amplicon was generated (for the most
part less than 200 bp)
51. Non-Sequence Based Haplotype
Determination
⢠Melt curve analysis of amplicons
â Using the Idaho Technology Light Scanner
â Redesigned the amplification primers so a
smaller amplicon was generated (for the most
part less than 200 bp)
⢠Has worked well for most regions for
differentiating haplotypes
â Can differentiate IIa from IIb
52. Acknowledgements
⢠MtDNA genomic sequencing
â P. ramorum and P. sojae (Current Genetics 51:285-296)
⢠J. Boore, D. Bensasson â JGI, Walnut Creek, CA
⢠B. Tyler â VBI, VPI Blacksburg, VA
â Pythium and other Phytophthora spp.
⢠P. Richardson et al., JGI, Walnut Creek, CA
⢠Thanks to the USDA-CSREES-NRI Plant
Biosecurity Grant Program for supporting
this work