First published online March 13, 2003; 10.1104/pp.102.018184
Plant Physiol, April 2003, Vol. 131, pp. 1894-1902
Molecular Interactions between the Specialist Herbivore
Manduca sexta (Lepidoptera, Sphingidae) and Its Natural
Host Nicotiana attenuata. VI. Microarray Analysis Reveals
That Most Herbivore-Specific Transcriptional Changes Are Mediated by
Fatty Acid-Amino Acid Conjugates1,[w]
Rayko
Halitschke,
Klaus
Gase,
Dequan
Hui,
Dominik D.
Schmidt, and
Ian T.
Baldwin*
Department of Molecular Ecology, Max Planck Institute for Chemical
Ecology, Winzerlaer Strasse 10, D-07745 Jena, Germany
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ABSTRACT |
Evidence is accumulating that insect-specific plant responses are
mediated by constituents in the oral secretions and regurgitants (R) of
herbivores, however the relative importance of the different potentially active constituents remains unclear. Fatty acid-amino acid
conjugates (FACs) are found in the R of many insect herbivores and have
been shown to be necessary and sufficient to elicit a set of
herbivore-specific responses when the native tobacco plant Nicotiana attenuata is attacked by the tobacco hornworm,
Manduca sexta. Attack by this specialist herbivore
results in a large transcriptional reorganization in N.
attenuata, and 161 genes have been cloned from previous cDNA
differential display-polymerase chain reaction and subtractive
hybridization with magnetic beads analysis. cDNAs of these genes, in
addition to those of 73 new R-responsive genes identified by
cDNA-amplified fragment-length polymorphism display of R-elicited
plants, were spotted on polyepoxide coated glass slides to create
microarrays highly enriched in Manduca spp.- and
R-induced genes. With these microarrays, we compare transcriptional
responses in N. attenuata treated with R from the two
most damaging lepidopteran herbivores of this plant in nature, M. sexta and Manduca quinquemaculata, which have very similar FAC compositions in their R, and with the two most abundant FACs in Manduca spp. R. More than 68% of the genes up-
and down-regulated by M. sexta R were similarly regulated by
M. quinquemaculata R. A majority of genes up-regulated
(64%) and down-regulated (49%) by M. sexta R were
similarly regulated by treatment with the two FACs. In contrast, few
genes showed similar transcriptional changes after
H2O2- and
R-treatment. These results demonstrate that the two most abundant FACs
in Manduca spp. R can account for the majority of
Manduca spp.-induced alterations of the wound response
of N. attenuata.
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INTRODUCTION |
When herbivores attack plants, they
cause wounding, but the response of a plant to herbivore attack cannot,
in many cases, be mimicked by mechanical wounding (Baldwin,
1988 ; Baldwin et al., 2001 ; Kessler and
Baldwin, 2002 ). Several different types of elicitors in the
oral secretions and regurgitant (R) of herbivorous insects have been
reported to alter the wound response of a plant. For example, a
-glucosidase in the R of Pieris brassica larvae elicits
the release of volatile organic compounds that function as indirect
defenses (Mattiacci et al., 1995 ). A second enzymatic elicitor found in the salivary glands of Helicoverpa zea
larvae was identified as Glc oxidase (GOX; Musser et al.,
2002 ). GOX activity was shown to inhibit wound-induced nicotine
accumulation and induced resistance in tobacco (Nicotiana
tabacum) and is thought to function by the production of
H2O2 at the wound site.
N-(17-Hydroxylinolenoyl)-L-Gln (volicitin), identified in R of Spodoptera exigua larvae
(Alborn et al., 1997 , 2000 ;
Turlings et al., 2000 ), was the first fatty acid-amino
acid conjugate (FAC) that showed biological activity in inducing
volatile emissions in corn (Zea mays) plants. Subsequently, several FACs have been identified in R of other herbivorous insect larvae (Pohnert et al., 1999 ; Turlings et al.,
2000 ; Halitschke et al., 2001 ).
As demonstrated in other papers in this series, attack by Manduca
sexta larvae elicits a suite of direct and indirect defense responses in its native host plant Nicotiana attenuata.
These induced defense responses are accompanied by a large-scale
transcriptional reorganization (Hermsmeier et al., 2001 ;
Schittko et al., 2001 ; Winz and Baldwin,
2001 ; Hui et al., 2003 ). Many of the defensive and transcriptional responses elicited by Manduca spp.
attack can be mimicked by applying Manduca spp. R to
mechanically produced puncture wounds (McCloud and Baldwin,
1997 ; Halitschke et al., 2000 ; Kahl et
al., 2000 ; Schittko et al., 2001 ,
2000 ; Winz and Baldwin, 2001 ), and FACs
in Manduca spp. R have been shown to be necessary and
sufficient to elicit the release of terpenoid volatiles, an endogenous
jasmonic acid burst, and changes in transcript accumulation of six
herbivore-responsive genes in N. attenuata (Halitschke et al., 2001 ). Because herbivores transfer a
bewildering array of potential elicitors to the plant during feeding
and plants respond to herbivore attack with a bewildering array of
responses, we provide a quantitative analysis of the proportion of
transcriptional changes elicited by R from different Manduca
spp. and two different constituents of R, namely: FACs and
H2O2.
To conduct this analysis, we created a microarray enriched in M. sexta- and R-induced N. attenuata genes. Companion
papers in this series using cDNA differential display (DDRT)-PCR and subtractive hybridization with magnetic beads (SHMB) techniques to
identify differentially expressed genes in N. attenuata by comparing mRNA from M. sexta-attacked plants with that from
developmentally synchronized unattacked control plants
(Hermsmeier et al., 2001 ; Hui et al.,
2003 ) did not discriminate between herbivore-specific and
wound-induced transcript accumulations. The expression of a subset of
the identified genes was shown to be specifically regulated by
constituents of M. sexta R (Schittko et al.,
2001 ). In this study, we compared the mRNA of plants
mechanically wounded and had their wounds treated with either water or
with M. sexta R with a cDNA-amplified fragment-length
polymorphism (cDNA-AFLP; Bachem et al., 1998 ) analysis
to identify additional genes exhibiting R-specific patterns of
expression. We spotted PCR fragments of the newly identified
differentials together with previously characterized N. attenuata expressed sequence tags and genes derived from DDRT-PCR, SHMB, and cDNA-AFLP display of Manduca spp.-attacked
plants (Hermsmeier et al., 2001 ; Hui et al.,
2003 ) on polyepoxide coated glass slides to create a cDNA
microarray containing 241 genes.
The larvae of two Manduca spp. (M. sexta and
Manduca quinquemaculata) have been responsible for the
majority of leaf area lost from N. attenuata plants to
insect herbivores in the past 15 years of field observations in Utah
(I.T. Baldwin, unpublished data). To determine the relevance of FACs in
organizing the transcriptional response of a plant, we first compared
the transcriptional response of N. attenuata to R from these
two species. Although FACs are a minor constituent of R, the two
species have very similar FAC compositions (Halitschke et al.,
2001 ), and if the transcriptional responses are not similar, we
could infer that FACs play a minor role in determining
herbivore-specific responses. After finding that more than 68% of the
genes are similarly regulated by the R of the two
Manduca spp., we analyzed the contribution of the two most
abundant FACs in Manduca spp. R,
N-linolenoyl-L-Gln and N-linolenoyl-L-Glu at concentrations
equivalent to that found in R. We find that these two minor
constituents of R account for 56% of the R-specific transcript
accumulation. Furthermore, we examined the role of
H2O2, a product of GOX
activity, in the elicitation of R-elicited transcripts and find only
18% of the genes elicited by GOX treatment responded similarly to
treatment with larval R, whereas a majority (42%) showed opposite
changes in transcript accumulation. These results underscore the
importance of FACs in determining N. attenuata's
"recognition" of Manduca spp. attack.
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RESULTS |
cDNA-AFLP Analysis
We amplified the EcoRI/MseI cDNA fragments
by PCR after subtractive hybridization, and we identified, isolated,
and sequenced fragments of 73 genes, of which 22 had similarity to
known genes in the databases (Table I).
The microarray analysis of plants elicited by a single treatment of R
to wounds (Fig. 1A) confirmed the
differential expression of 53% of the 73 genes derived from the
cDNA-AFLP analysis, but this may be an underestimation because the
cDNA-AFLP analysis was conducted on mRNA from plants elicited multiple
times, whereas in the microarray analysis, plants were only elicited by
a single treatment. All sequences, with one exception, had not been
identified in previous display analyses of Manduca spp.-attacked N. attenuata plants and confirm the pattern
that a substantial proportion of the transcriptome of a plant is
altered during attack. Comments on a selection of these genes
follow.
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Table I.
Sequence similarities (BLAST query) of N. attenuata
cDNAs derived by cDNA-AFLP analysis of mRNA from plants that were
wounded and immediately treated with water or treated with M. sexta
oral secretions and regurgitants
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Figure 1.
A, Correlation between ERs of 250 N. attenuata genes 1 and 10 h after application of M. sexta or M. quinquemaculata oral secretions and
regurgitant (R) to mechanically produced puncture wounds in fully
expanded N. attenuata leaves. Each gene is represented by
two data points corresponding to the mean ER of four replicate spots of
the two probes for each gene (see "Materials and Methods"). Each
array was hybridized with Cy3- or Cy5-labeled cDNA generated from
plants that were wounded and immediately treated with either water
(Cy5) or Manduca spp. R (Cy3). Expression limits used to
define either up- and down-regulated expression are depicted as gray
lines. B, Number of genes exhibiting significantly altered,
up-regulated ( ) or down-regulated ( ), expression at either 1 or
10 h after application of R of M. sexta larvae (left
panel) and expression patterns ( , , or not regulated) of these
genes in response to application of R of M. quinquemaculata
(right panel) at the same analysis time. For example, 67 genes were
up-regulated by M. sexta R treatment, of which 42 are also
up-regulated, one was down-regulated, and 23 genes were not regulated
by M. quinquemaculata R treatment at the same analysis
time.
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DH54 provided a 438-bp fragment of the N. attenuata
-dioxygenase ( -DOX), which catalyzes the -oxidation of fatty
acids to hydroperoxy fatty acids and may be involved in signal
generation (Sanz et al., 1998 ; Hamberg et al.,
1999 ). -DOX had been previously cloned twice by DDRT-PCR
(Hermsmeier et al., 2001 ; Voelckel and Baldwin,
2003 ) with arbitrary primer R1, and a full-length sequence was
isolated by a cDNA library screen (Hermsmeier et al.,
2001 ). DH45 had sequence similarity to TSC40-4 from N. tabacum, a 60S ribosomal protein L34, which is known to be
wound-induced (Gao et al., 1994 ). DH02, DH24, DH48, and
DH57 had similarity to N. tabacum chloroplast genome DNA
(Shinozaki et al., 1986 ). DH49 had similarity to a
potato mRNA for a Ser/Gly hydroxymethyltransferase (Kopriva and
Bauwe, 1995 ), which catalyzes the interconversion of Ser and
Gly and is a component of the photorespiratory pathway, which recycles
carbon and nitrogen lost from the Calvin cycle by the oxygenation of
ribulose 1,5-bisphosphate. DH19 had similarity to a N. plumbaginifolia (P.C. LaRosa and A.C. Smigocki, unpublished data)
and a tomato (Giritch et al., 1998 )
metallothionein-like protein. Some type 2 metallothioneins are
thought to function as potent metal chelators, but others play roles in
different cell death pathways, including senescence and the
hypersensitive response after pathogen attack (Butt et al.,
1998 ). DH60 had similarity to tomato PTO-responsive
protein (rg1) mRNA (R.L. Thilmony and G.B. Martin, unpublished data)
and again implicates pathogen recognition after herbivore attack. Prior
work with DDRT-PCR of N. attenuata plants attacked by
M. sexta larvae provided clone, RC144, which has similarity
to a putative tomato pto gene (Hui et al.,
2003 ). DH44 had similarity to a P. kitakamiensis PAL
gene. PAL represents the keystone enzyme in synthesis of phenolics.
Several phenolic compounds are induced in N. attenuata by
feeding of M. sexta larvae (Keinanen et al.,
2001 ; Roda et al., 2003 ). DH58 had similarity with a timothy grass mRNA for putative protein translation factor (R. Suck, S. Hagen, O. Cromwell, and H. Fiebig, unpublished data). DH63 had
similarity with a petunia mRNA for triose phosphate isomerase (Bennissan and Weiss, 1995 ), which catalyzes the
interconversion of dihydroxyacetone phosphate and
D-glyceraldehyde 3-phosphate and plays an
important role in gluconeogenesis, fatty acid biosynthesis, pentosephosphate pathway, and photosynthetic carbon fixation. In
petunia corollas, this gene is induced by gibberellins, and its
expression is highly correlated with respiration (Bennissan and
Weiss, 1995 ). DH47 had similarity to a pea mRNA for chloroplast outer membrane pore protein (Pohlmeyer et al.,
1997 ), which may mediate the transport of Gln and Glu to
and from the choloroplast and thereby regulate the export of reduced
nitrogen. DH32 had similarity to a N. sylvestris ATPase
mitochondrial -subunit, a family that is known to be stress
responsive (Lalanne et al., 1998 ). DH51 had similarity
with a potato mRNA for a low-temperature and salt-responsive protein
(E. Nakane, H. Yoshioka, K. Kawakita, and N. Doke, unpublished data).
Quantitative Analyses
Prior analysis of R found the FAC profiles from the two
Manduca spp. to be very similar (Halitschke et al.,
2001 ). To determine the relevance of FACs in R-specific
responses, we compared the responses to M. sexta R with
those to M. quinquemaculata R. We spotted the fragments
isolated by cDNA-AFLP together with PCR fragments of previously
identified genes (Hermsmeier et al., 2001 ; Hui et
al., 2003 ) to create a microarray highly enriched in N. attenuata genes with Manduca spp.-responsive expression.
To examine the suitability of the microarray for this analysis, we
compared the expression ratios (ERs) of a set of genes (Thr deaminase,
light-harvesting complex protein, -DOX, and unknowns pDH68.1 and
pDH39.1) that had been extensively characterized with northern-blot analyses in previous studies using similar experimental treatments (Halitschke et al., 2001 ;
Schittko et al., 2001 ). All of the previously
identified patterns of R- and FAC-elicited transcript regulation of
these "control genes," namely the up-regulation ( -DOX) or
down-regulation (Thr deaminase, light-harvesting complex protein,
pDH68.1, and pDH39.1) that M. sexta R-treatment alters in
the wound response of N. attenuata were confirmed with the microarray, despite experimental differences in timing of harvests and
treatment applications between the studies.
The microarray analysis revealed M. sexta-specific changes
in expression levels of 134 (56%) of the 241 genes spotted on the array (ERs can be found in Supplementary Table II, which can be viewed
at www.plantphysiol.org). The transcripts of 67 genes showed significant up-regulation, whereas 78 genes showed significant down-regulation at either of the two times (1 or 10 h) after
elicitation (Fig. 1B, left panel). The majority (81%) of the
transcripts were regulated at 1 h after elicitation and a minority
(19%) at 10 h. Therefore elicitation by M. sexta R is
a rapidly induced and rapidly waning response. This response was
largely mimicked by elicitation by R of M. quinquemaculata
(Fig. 1A). Forty-two (63%) up-regulated genes and 52 (67%)
down-regulated genes showed the same transcriptional regulation with a
similar kinetic after treatment with M. quinquemaculata R
(Fig. 1B, right panel). Additionally, two of the up-regulated genes and
three of the down-regulated genes showed the same directional
regulation but with a different kinetic (data not shown). In summary,
even though FACs compose only a minor fraction of the R of the two
Manduca spp., which could differ in other unmeasured
potential elicitors, the similarity of the response of the plant
suggested that FACs were of fundamental importance.
To directly determine the elicitor activity of FACs, we applied the two
most abundant FACs in the R of both Manduca spp. and compared the response of the plant to that elicited by M. sexta R. Because purified FACs are not water-soluble, the two
compounds were dissolved in water containing trace quantities of Triton detergent. To control for potential Triton-mediated effects, the array
was hybridized against a cDNA derived from mRNA extracted from plants
wounded and treated with only the Triton-containing solution. Because
the M. sexta R was diluted in water, this array was
hybridized against cDNA derived from mRNA extracted from plants wounded
and treated with water. Elicitation by the two FACs was remarkably
similar to the elicitation by M. sexta R (Fig.
2A). Thirty-four (51%) of the
up-regulated genes and 33 (42%) of the down-regulated genes after
application of M. sexta R showed the same transcriptional
regulation with a similar kinetic after treatment with the FACs at
spit-comparable concentration (Fig. 2B, right panel).
Additionally, nine of the up-regulated genes and five of the
down-regulated genes showed the same regulation but with a different
kinetic (data not shown). In summary, despite the obvious differences
between R and Triton matrices,
N-linolenoyl-L-Gln and
N-linolenoyl-L-Glu at
concentrations found in R were sufficient to elicit a majority of the
plant's complicated Manduca spp.-specific transcriptional
response.

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Figure 2.
A, Correlation between ERs of 250 N. attenuata genes 1 and 10 h after application of M. sexta oral secretions and regurgitant (R) or a mixture of the two
most abundant FACs of Manduca spp. R dissolved in a
Triton-containing solution at concentrations equivalent to that of R to
mechanically produced puncture wounds in fully expanded N. attenuata leaves. Each gene is represented by two data points
corresponding to the mean ER of four replicate spots of the two probes
for each gene (see "Materials and Methods"). The arrays were
hybridized with Cy3- or Cy5-labeled cDNA generated from plants treated
with water (Cy5) or M. sexta spp. R (Cy3) and a Triton
control (Cy5) or FAC solution (Cy3), respectively. Expression limits
defining up- and down-regulated expression are depicted as gray lines.
B, Number of genes exhibiting significantly altered (up-regulated
[ ] or down-regulated [ ]) expression either 1 or 10 h
after application of R of M. sexta larvae (left panel) and
expression patterns ( , , or not regulated) of these genes in
response to application of FACs (right panel) at the same analysis
time.
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GOX-derived H2O2 has been
implicated in the differential regulation of tobacco defense responses
(Musser et al., 2002 ), and we elicited plants with
GOX-derived H2O2 and
determined the similarity to M. sexta R-elicited responses.
Note that we identified genes elicited by the GOX treatment and
compared these with genes elicited by R treatment. Both microarrays
include the appropriate controls (wound + buffer or water controls) and
are therefore normalized for the respective wound response for their
treatment. H2O2 treatment up-regulated 37 (15%) and down-regulated 41 (17%) transcripts of the
241 genes spotted on the microarray within 2 h (Fig.
3, left panel). Only three (8%) of the
up-regulated and eight (20%) of the down-regulated genes showed
comparable changes in transcript accumulation 1 h after treatment
with M. sexta R (Fig. 3, right panel). We conclude that
GOX-derived H2O2 plays only
a minor role in elicitation of Manduca spp.-specific plant
responses.

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Figure 3.
Number of N. attenuata genes exhibiting
significantly altered expression 2 h after fully expanded N. attenuata leaves were infused with a solution of Glc and GOX to
produce H2O2 in situ (left
panel), and expression pattern of these genes 1 h (right panel)
after application of R of M. sexta larvae.
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Qualitative Analyses
A complete listing of the mean (± SE) ERs of all
spotted genes can be found in Supplementary Table II. The observed
expression patterns elicited by R- and FAC-treatments reflect a basic
shift in plant metabolism in response to herbivore attack. Overall, genes coding for photosynthetic enzymes (small subunit of Rubisco, light-harvesting complex protein) were down-regulated by all treatments including the application of GOX-derived
H2O2. The exception to this
trend was seen with photosystem II (PSII)
O2-evolving complex, which was up-regulated
at 1 h by Manduca spp. R, but down-regulated by FACs
and H2O2. Two additional
subunits of PSII, similar to NtPII10 and a spinach (Spinacia
oleracea) PSII polypeptide, were down-regulated by
Manduca spp. R and FACs but not by
H2O2. Furthermore, a
majority of these photosynthesis-related genes retained their patterns
of regulation 10 h after elicitation.
Genes coding for enzymes of the oxylipin-signaling cascade
(13-lipoxygenase [LOX]; allene oxide synthase [AOS]; hydroperoxide lyase [HPL]) were strongly up-regulated by Manduca spp. R
and FAC treatments. Surprisingly, these genes were down-regulated in
response to H2O2 treatment.
Furthermore, a gene coding for a germin homolog, an enzyme involved in
production of endogenous H2O2, was up-regulated in
response to the H2O2
treatment but down-regulated by Manduca spp. R.
The same expression pattern observed for genes of the
oxylipin-signaling cascade, namely up-regulation by Manduca
spp. R and FACs but down-regulation by
H2O2, was found in
transcripts coding for WRKY transcription factors, a luminal binding
protein, a Glu synthase, and an ATPase -subunit. A set of genes
involved in herbivore-induced activation of secondary metabolism,
3-hydroxy-3-methylglutaryl-coenzyme A reductase, -DOX, and NADPH
thioredoxin reductase, was up-regulated by R and FAC but did not
respond to H2O2.
Similarly, the majority of genes down-regulated by Manduca
spp. R and FACs was either down-regulated by (histone H3, major intrinsic protein MIP2, and metallothionein-like proteins) or not
responsive to (GAL83 and Ser carboxypeptidase)
H2O2 treatment. In addition
to these genes, for which the R-induced regulation could be attributed
to FACs in the Manduca spp. R, some genes showed R-induced
accumulation that could be elicited by neither FACs nor
H2O2. Thr deaminase, a C-7
mRNA, membrane channel protein, protein translation factor
sui1, PTO-responsive gene 1, RNA polymerase II, and
triosephosphate isomerase were down-regulated by Manduca spp. R but not by FACs and
H2O2. Genes up-regulated by
Manduca spp. R, but not by FACs or
H2O2 code for Mg
protopophyrin IX chelatase, thiazole, and Gly/Ser hydroxymethyltransferase.
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DISCUSSION |
By comparing the transcriptome of N. attenuata plants
elicited by either wounding alone or wounding plus the addition of
M. sexta R to the wounds, we identified fragments of 73 genes (Table I). The list of genes identified by this cDNA-AFLP display
analysis contained only one previously identified gene from prior
analyses: -DOX (Hermsmeier et al., 2001 ). The lack of
overlap is consistent with earlier predictions of a large
herbivore-induced transcriptome (Hermsmeier et al.,
2001 ; Hui et al., 2003 ; Voelckel and
Baldwin, 2003 ). Moreover, the microarray proved to be an
efficient tool for the verification of differential gene expression,
and when combined with various display procedures, it provides a
powerful means of analyzing ecological questions in non-model systems
without the attendant bioinformatics overload.
We investigated the eliciting mechanism of the transcriptional
reorganization in N. attenuata by analyzing two
characterized types of elicitors identified in larval R, GOX enzyme
activity (Musser et al., 2002 ), and FACs (Alborn
et al., 1997 ; Turlings et al., 2000 ;
Halitschke et al., 2001 ). A large proportion of the
specific alteration in transcript accumulation could be attributed to
the activity of FACs in Manduca spp. R. Treatment of
N. attenuata with R of two closely related herbivore
species, M. sexta and M. quinquemaculata, which
had similar FACs profile (Halitschke et al., 2001 ),
induced similar expression patterns (Fig. 1). Treatment of wounds with
only two of the eight FACs found in Manduca spp. R, elicited
more than 55% of the response (Fig. 2). The total influence of FACs in
the herbivore-induced transcriptional reorganization is likely
underestimated in our study, because the applied FACs represent only a
limited portion of the total FAC bouquet of R (Halitschke et
al., 2001 ). Furthermore, the synthetic FACs were applied in a
chemical environment differing (in pH, matrix constituents, etc.) from
that found in natural R collected from larvae. The large number of
coregulated genes in response to Manduca spp. R and FACs
points to the existence of an unknown trans-activating factor in
N. attenuata that responds to FACs and organizes the transcriptional response of the plant. The identification of the putative Manduca spp.-recognition element would represent a
major milestone in understanding plant-insect interactions.
Changes in transcript accumulation elicited by GOX-produced
H2O2 do not correlate with
R-induced responses (Fig. 3). The majority of genes elicited by
H2O2 treatment had the
opposite patterns of regulation as was elicited by Manduca
spp. R and FAC treatments, suggesting the activation of different
signaling cascades. Therefore, a signaling cascade suggested for
activation of defense genes in tomato, involving
H2O2 downstream of
octadecanoid and systemin signaling (Orozco-Cardenas et al.,
2001 ) is unlikely to mediate the activation of
Manduca spp.-specific defense responses in N. attenuata.
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MATERIALS AND METHODS |
Plant Growth
Nicotiana attenuata Torr. Ex W. (seven times
inbred line of seeds collected from the DI ranch, Santa Clara, UT)
seeds were germinated in smoke-treated soil and plants were grown in
individual 1-L hydroponic chambers as previously described
(Hermsmeier et al., 2001 ). After 10 to 14 d of
growth in 1-L hydroponic chambers, plants received additional 7 mg of N
as KNO3 and were randomly assigned to treatment groups
24 h before starting treatments. All plants were grown in a growth
room under the following conditions: 28°C/16 h light, 25°C/8 h
dark, and 800 to 1,000 µmol m 2 s 1 PAR at
plant height from high-pressure sodium lamps.
Treatments
To simulate herbivore damage, the second fully expanded leaf of
rosette stage N. attenuata plants was treated in all
experiments. For plants used in the cDNA-AFLP analysis, one row of
puncture wounds was created on each leaf half with a pattern wheel
(Dritz, Spartanburg, SC), and 5 µL of either deionized water or a
1:10 (v:v) dilution of M. sexta oral secretion and
regurgitant (R) was applied to the fresh wounds. The treatment was
repeated two times at 20-min intervals to create a total of three rows
of puncture wounds on each leaf half. The treated leaf of 15 individual
plants was harvested 20 min after the final treatment and pooled
together for RNA extraction.
For the microarray analysis, the second fully expanded leaf of 10 individual rosette stage N. attenuata plants was wounded by creating three rows of puncture wounds on each leaf half as described for the cDNA-AFLP treatment, and 20 µL of the different treatment solutions was applied to the fresh wounds. Treatment solutions were the following: deionized water, 1:1 (v:v) dilutions of R
collected from 3rd to 4th instar M. sexta and M.
quinquemaculata larvae, or a synthetic mixture of the two most
abundant FACs in Manduca spp. R,
N-linolenoyl-L-Gln and
N-linolenoyl-L-Glu (Halitschke et
al., 2001 ). The FACs were dissolved at R-equivalent
concentrations in an aqueous solution of 0.005% (w/v) Triton
X-100 (Fluka, Buchs, Switzerland) and diluted 1:1 (v:v) with
deionized water before the treatment. To control for possible Triton
effects, we applied a 0.0025% (w/v) Triton solution to wounds
as a control. The treated leaves from 10 replicate plants were
harvested at 1 and 10 h after the treatment and flash frozen in
liquid nitrogen.
To generate H2O2 in situ, GOX and Glc solutions
were injected into unwounded leaves (Orozco-Cardenas et al.,
2001 ). Glc (25 mM) and GOX (from Aspergillus
niger; 50 units mL 1) were introduced to the leaf
in phosphate buffer P (20 mM sodium phosphate, pH 6.5) by
pressing a 1-mL syringe onto the leaf surface and twice injecting 200 µL. Control plants received 2× 200-µL injections of buffer P
without enzyme and Glc. The treated leaf of 10 individually treated
plants in the rosette stage of growth was harvested and flash frozen in
liquid nitrogen. Pooled samples were stored at 80°C until RNA extraction.
cDNA-AFLP
RNA was extracted as described by Hermsmeier et al.
(2001) and mRNA isolated from 100 µg of total RNA using
magnetic beads (Hui et al., 2003 ). RNA from R-treated
plants was used as the tester sample, whereas RNA from wounded and
water-treated plants was used as the driver. First strand was
synthesized with SuperScript II RNase H reverse
transcriptase (Invitrogen, Groningen, The Netherlands), and the second
strand synthesized with DNA Pol I (NEB, Beverly, MA) and dsDNA
blunt-ended with T4 DNA polymerase (NEB). The blunt-ended DNA was
extracted with phenol/chloroform, precipitated, and processed following the procedures of Bachem et al. (1998) , with
the modification that EcoRI/MseI
restriction enzymes were used. The adaptors were created by annealing
the following primer pairs:
5'-CTAACAAGATCTACTCTAGGGCCTCGTAGACTGCGTACC-3' and
3'-CATCTGACGCATGGTTAA-5' for EcoRI;
5'-CTAACAAGATCTACTCTAGGGCGACGATGAGTCCTGAG-3' and
3'-TACTCAGGACTCAT-5' for MseI. Samples were double
digested with EcoRI/MseI (NEB) and used
according to ligation, hybridization, and amplification procedures
described by Bachem et al. (1998) . The PCR fragments
amplified with EcoRI/MseI
adaptor-specific primers (5'-CTCGTAGACTGCGTACCAATT-3' and
5'-GACGATGAGTCCTGAGTAA-3') were cloned into pCR2.1-TOPO vector
(Invitrogen) and sequenced on a ABI Prism 377 XL DNA sequencer with the
Big Dye terminator kit (PE-Applied Biosystems, Weiterstadt, Germany),
and analyzed with the Lasergene software package (DNASTAR, Madison WI).
Fabrication of cDNA Microarray
The cDNAs cloned in the pCR2.1-TOPO and pUC18 vectors
(Hermsmeier et al., 2001 ; Hui et al.,
2003 ) were PCR amplified using the following primers derived
from vector sequences close to the insert: TOP9-22
(5'-CTAGTAACGGCCGCCAGTGTGC-3); TOP10-24
(5'-CGCCAGTGTGATGGATATCTGCAG-3'); SMA1-19
(5'-GAATTCGAGCTCGGTACCC-3'); SMA4-23 (5'-CAGGTCGACTCTAGAGGATCCCC-3'); SMA3-22 (5'-TACGAATTCGAGCTCGGTACCC-3'); and SMA2-20
(5'-GTCGACTCTAGAGGATCCCC-3'). For pCR2.1-TOPO, TOP10-24 and TOP9-22
were used. For pUC18, primer pairs SMA3-22 and SMA2-20 and SMA1-19, and
SMA4-23 were used. The N. attenuata control gene PCR
products to be spotted onto the chip were synthesized as follows
(primer sequences and templates were described previously [Hui
et al., 2003 ]): pi, hpl,
pmt1, aos, xet, and
wrky with primers ASV5-21, ASV6-22, templates pNATPI1, pNATHPL1, pNATPMT1, pNATAOS1, pNATXET1, and pNATTFN1, respectively; 3'
region of lox with primers LOX4-22, ASV6-22, and
template pNATLOX1; and 5' region of lox with primers
ASV5-21, LOX3-21, and template pNATLOX1. For each cDNA, two PCR
fragments, with 5'-Aminolink C6 modification (Sigma-ARK, Darmstadt,
Germany) on either strand, were synthesized. Even numbered fragments
(Table I) carry the Aminolink modification at primers TOP9-22, SMA4-23,
or ASV6-22, whereas odd numbered fragments carry the modification at
primers TOP10-24, SMA3-22, or ASV5-21. PCR products were purified by a PCR purification kit (QIAquick, Qiagen, Hilden, Germany) following the
manufacturer's instructions. Agarose gel electrophoresis was performed
to confirm the purity and to determine the concentration of the
amplified products. Commercially available epoxy-coated slides
(Quantifoil Micro Tools GmbH, Jena, Germany) were used. Before
spotting, all of the cDNA samples were purified through a
micron-MultiScreen-PCR (Millipore, Bedford, MA) and concentrated to
approximately 0.3 to 0.6 µg µL 1 in 1× QMT Spotting
Solution I (Quantifoil Micro Tools GmbH). All cDNA samples, including
the seven well-characterized Manduca spp.-induced genes
as controls, were commercially spotted four times by Quantifoil Micro
Tools GmbH according to their procedure on the slides using a robot
equipped with six printing tips (Biorobotics MicroGrid II Microarrayer,
Genemachine, Apogent Discoveries, Hudson, NH). Hence each gene was
represented on the microarray by two independent PCR fragments that, in
turn, were spotted in quadruplicate. A complete list of identities and
positions of spotted PCR products on the microarray can be found at
www.plantphysiol.org. After processing, sample slides were hybridized
with 9-mer random primers 5'-labeled with Cy3 and Cy5, respectively, to
examine qualitative and quantitative characteristics of the microarrays.
Microarray Hybridization and Quantification
Pooled leaf samples were ground under liquid nitrogen, and total
RNA was extracted as described by Winz and Baldwin
(2001) . To exclude the unspecific wound response, we hybridized
cDNA probes derived from plants that received the same mechanical
damage but different treatment solutions. The R-, FAC-, and
H2O2- treated samples served as treatment (Cy3)
and the water- and Triton-treated samples, respectively, were labeled
and hybridized as controls (Cy5).
Poly(A+) RNAs were isolated from 400 µg of total RNA with
Dynabeads Oligo(dT)25 (Dynal Biotech, Oslo) and used for
reverse transcription. To synthesize the first strand, 2 µg of
poly(A+) RNAs was mixed with 4 µg of random hexamer
oligonucleotide and 2 µg of oligonucleotide (dT)21 in
15.5 µL and incubated at 65°C for 10 min. Subsequently, 0.6 µL of
50× 5-(3-aminoallyl)-2'-dUTP sodium salt/dNTPs (42.5 µL of each 100 mM dATP, dGTP, and dCTP; 25.5 µL of 100 mM
dTTP; 17 µL of 100 mM 5-(3-aminoallyl)-2'-dUTP sodium
salt (Sigma); 6 µL of 5× first-strand buffer (Invitrogen); 3 µL of
dithiothreitol (0.1 M); 1.9 µL of SuperScript II RNase H reverse transcriptase (Invitrogen); and 3 µL of water
were added to a volume of 30 µL and incubated at 42°C for 2 h.
cDNA/mRNA hybrids were hydrolyzed with 10 µL of NaOH (1 N) and 10 µL of EDTA (0.5 M) and incubated at
65°C for 15 min, followed by neutralization with 25 µL of 1 M Tris, pH 7.4.
The cDNA mixtures were cleaned with a Microcon 30 concentrator (YM-30,
Millipore) and dried in a vacuum concentrator (Eppendorf, Hamburg,
Germany). The pellets of both induced and control sample were
resuspended in 9 µL of NaHCO3 buffer (0.5 M,
pH 9.0), added to the dried aliquot of monofunctional
N-hydroxysuccinimide-ester Cy3 dye and to Cy5 dye (Amersham
Biosciences, Little Chalfont, UK), respectively, for labeling at room
temperature in darkness. After 1.5 h, the Cy3 and Cy5 reactions
were quenched with 4.5 µL of hydroxylamine (4 M). After
purification with QIAquick PCR purification kit (Qiagen), concentration
and labeling efficiency of the purified cDNA was checked
spectrophotometrically, and samples were dried in a vacuum concentrator (Eppendorf).
The probe solution was prepared by resuspending the dried pellets in 3 µL of water, mixing them, and adding 20 µL of polyadenylic acid
(Sigma) and 2.5 µg of yeast tRNA (Sigma). After heating at 95°C for
2 min, 90 µL of Quantifoil Hybridization buffer was added. The probe
solution was placed onto the chip prepared according to the Quantifoil
protocol. Hybridization was carried out for 16 h in a wet
hybridization chamber at 55°C. After hybridization, the slides were
immediately washed at room temperature, initially with a solution of
2× SSC and 0.2% (w/v) SDS for 10 min, and then with 2× SSC
and 0.2× SSC solutions for 10 min each, before being dried in a
3.5-bar nitrogen stream.
An array scanner (428, Affymetrix, Inc., Santa Clara, CA) was used to
scan the hybridized microarrays with sequential scanning for Cy5- and
then for Cy3-labeled cDNA at a maximum resolution of 10 µm
pixel 1 with a 16-bit depth. The images were evaluated
using the program AIDA Image Analyzer (Raytest Isotopenmessgräte
GmbH, Straubenhardt, Germany). Each image was overlaid with a grid to
assess the signal strength for both dyes from each spot. The background
correction was calculated with the "non spot" mode of the AIDA
software package.
To calculate a microarray-specific normalization factor, the measured
Cy5 and Cy3 fluorescence intensities were ranked independently, and
after discarding of the 12.5% maximum and minimum values, the
remaining 75% of the values were summed. The array-specific normalization factor was obtained by dividing the calculated sum of Cy3
values by those of the Cy5 values. This procedure excludes the
confounding effects of massively down- and up-regulated transcripts (the 12.5% at either end of the distribution) from the normalization procedure. The ratios of normalized fluorescence values for Cy3 and Cy5
of each individual spot (ER) and the mean of the four replicate spots
for each cDNA (two for each gene = ER1, ER2) were calculated.
Subsequently, log-transformed ERs with a hypothetical mean of 0, corresponding to an ER of 1, were subjected to an untailed t test (P < 0.05). A transcript was
defined as being differentially regulated if both of the following
criteria were fulfilled: (a) Both individual ERs (ER1 and ER2) were
equal to or exceeded the arbitrary thresholds for differential
expression (0.75 and 1.25) representing 25% down- and up-regulation,
respectively; and (b) both individual ERs were significantly different
from 1 as evaluated by t-tests to control for ER-variance and ER-sample size.
The use of statistically rigorous criteria to evaluate the within-array
variance allowed us to use lower thresholds with this polyepoxide
microarray in comparison with the poly-Lys microarray used in the
companion paper (Hui et al., 2003 ). In addition, the analysis of within-array variance provides valuable information about
the quality of the mRNA used in the hybridization and the effects of
microarray age (M. Held, K. Gase, and I.T. Baldwin, unpublished data).
Moreover, an ER calculated as a mean of replicate ERs (rather than a
single value) allows one to use lower arbitrary thresholds with greater confidence.
To evaluate these criteria, we hybridized two arrays with the
same two cDNA pools (R. Halitschke and I.T. Baldwin, unpublished data)
and found that 210 of 241 genes (84%) had the same regulation identified by the criteria described above. Of the 41 genes that did
not show consistent regulation in the two repeat hybridizations, 24 had
the same direction in mean ER, but did not meet the statistical requirements for a significant change. A complete list of all signal
ratios (± SE) can be found in Supplementary Table II.
 |
ACKNOWLEDGMENTS |
We thank Matthias Held, Thomas Hahn, and Susan Kutschbach for
invaluable assistance in microarray hybridization, reading and data analysis.
 |
FOOTNOTES |
Received November 22, 2002; returned for revision December 26, 2002; accepted January 14, 2003.
1
This work was supported by the Max Planck Gesellschaft.
[w]
The online version of this article contains Web-only
data. The supplemental material is available at
www.plantphysiol.org.
*
Corresponding author; e-mail Baldwin{at}ice.mpg.de; fax
49-3641-571102.
Article, publication date, and citation information can be found at
www.plantphysiol.org/cgi/doi/10.1104/pp.102.018184.
 |
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M. M. Izaguirre, A. L. Scopel, I. T. Baldwin, and C. L. Ballare
Convergent Responses to Stress. Solar Ultraviolet-B Radiation and Manduca sexta Herbivory Elicit Overlapping Transcriptional Responses in Field-Grown Plants of Nicotiana longiflora
Plant Physiology,
August 1, 2003;
132(4):
1755 - 1767.
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S. R. Holley, R. D. Yalamanchili, D. S. Moura, C. A. Ryan, and J. W. Stratmann
Convergence of Signaling Pathways Induced by Systemin, Oligosaccharide Elicitors, and Ultraviolet-B Radiation at the Level of Mitogen-Activated Protein Kinases in Lycopersicon peruvianum Suspension-Cultured Cells
Plant Physiology,
August 1, 2003;
132(4):
1728 - 1738.
[Abstract]
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