First published online March 13, 2003; 10.1104/pp.102.018176
Plant Physiol, April 2003, Vol. 131, pp. 1877-1893
Molecular Interactions between the Specialist Herbivore
Manduca sexta (Lepidoptera, Sphingidae) and Its Natural
Host Nicotiana attenuata: V. Microarray Analysis and
Further Characterization of Large-Scale Changes in Herbivore-Induced
mRNAs1
Dequan
Hui,
Javeed
Iqbal,
Katja
Lehmann,
Klaus
Gase,
Hans Peter
Saluz, and
Ian T.
Baldwin*
Department of Molecular Ecology, Max Planck Institute for Chemical
Ecology, Winzerlaer Strasse 10, D-07745 Jena, Germany (D.H., K.G.,
I.T.B.); and Department of Cell and Molecular Biology,
Hans-Knöll-Institute for Natural Product, Beutenberg Strasse 11a,
D-07745 Jena, Germany (J.I., H.P.S.)
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ABSTRACT |
We extend our analysis of the transcriptional
reorganization that occurs when the native tobacco, Nicotiana
attenuata, is attacked by Manduca sexta larvae
by cloning 115 transcripts by mRNA differential display reverse
transcription-polymerase chain reaction and subtractive hybridization
using magnetic beads (SHMB) from the M.
sexta-responsive transcriptome. These transcripts were spotted
as cDNA with eight others, previously confirmed to be differentially
regulated by northern analysis on glass slide microarrays, and
hybridized with Cy3- and Cy5-labeled probes derived from plants after
2, 6, 12, and 24 h of continuous attack. Microarray analysis
proved to be a powerful means of verifying differential expression; 73 of the cloned genes (63%) were differentially regulated (in equal
proportions from differential display reverse transcription-polymerase chain reaction and SHMB procedures), and of these, 24 (32%) had similarity to known genes or putative proteins (more from SHMB). The
analysis provided insights into the signaling and transcriptional basis
of direct and indirect defenses used against herbivores, suggesting
simultaneous activation of salicylic acid-, ethylene-, cytokinin-,
WRKY-, MYB-, and oxylipin-signaling pathways and implicating terpenoid-, pathogen-, and cell wall-related transcripts in defense responses. These defense responses require resources that could be made
available by decreases in four photosynthetic-related transcripts,
increases in transcripts associated with protein and nucleotide
turnover, and increases in transcripts associated with carbohydrate
metabolism. This putative up-regulation of defense-associated and
down-regulation of growth-associated transcripts occur against a
backdrop of altered transcripts for RNA-binding proteins, putative ATP/ADP translocators, chaperonins, histones, and water channel proteins, responses consistent with a major metabolic reconfiguration that underscores the complexity of response to herbivore attack.
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INTRODUCTION |
Plants are known to exhibit large
phenotypic changes when confronted with various abiotic and biotic
insults, and these changes are thought to increase plant fitness if the
insults continue over time. The mechanisms responsible for these
examples of adaptive phenotypic plasticity are largely unknown, but
analyses of responses with Arabidopsis clearly indicate that a large
proportion of the transcriptome is involved (Maleck et al.,
2000 ; Schenk et al., 2000 ; Sasaki et al.,
2001 ). Transcriptional responses to environmental stresses are
exceptionally complicated because they require a deep understanding of
both the environmental parameters that determine a plant's fitness and
metabolism sensu lato. Plant responses to herbivore attack, for
example, involve the activation of direct and indirect defenses and
tolerance responses, which can be specific to the attacking herbivore,
as has been demonstrated in the Nicotiana attenuata-Manduca sexta plant herbivore system
(Baldwin, 2001 ; Baldwin et al.,
2001 ).
When attacked by the nicotine-tolerant specialist M. sexta,
N. attenuata "recognizes" the attack, as evidenced by
alterations in a number of its wound- and jasmonate (JA)-elicited
responses. The induced JA levels that are normally proportional to the
amount of mechanical wounding erupt into a JA burst that increases
concentrations 2 to 10 times that of wound-induced levels and is
propagated throughout the damaged leaf ahead of the rapidly foraging
herbivore (Schittko et al., 2000 ; Ziegler et al.,
2001 ). Wounding and JA elicitation caused by wounding do not
provoke ethylene emissions, but M. sexta attack produces a
rapid ethylene burst, which is sustained during larval feeding
(Kahl et al., 2000 ). The ethylene burst suppresses the
wound- and JA-induced accumulation of nicotine biosynthetic genes,
NaPMT1 and 2, and the associated nicotine
accumulation (Winz and Baldwin, 2001 ). The ethylene
burst does not, however, suppress the release of volatile organic
compounds, which function as powerful indirect defenses in nature by
attracting a generalist predator to the feeding herbivore
(Kessler and Baldwin, 2001 ) and are also elicited by
larval feeding but not by mechanical wounding (Halitschke et
al., 2000 ; Kahl et al., 2000 ). In summary, at a
phenotypic level of analysis, M. sexta attack of N. attenuata results in a down-regulation of a major direct defense,
nicotine, which is demonstrably effective against mammalian herbivores, and an up-regulation of an indirect defense, the release of
predator-attracting volatiles, which in turn is demonstrably effective
against insect herbivores. Because nicotine can be sequestered by
M. sexta for its own defense against parasitoids, the
M. sexta-induced changes likely represent an adaptive
tailoring of N. attenuata's wound response.
To understand the transcriptional basis of these M. sexta-induced changes in defense strategies, we used differential
display reverse transcription (DDRT)-PCR with one arbitrary primer to gain an unbiased view of approximately 5% of the M. sexta-induced transcriptome. This analysis identified 53 individual sequences, of which 49 were detectable on RNA gel blots, and
differential expression was verified for 27 (Hermsmeier et al.,
2001 ). Here, we provide a second installment in the analysis of
the M. sexta-altered transcriptome by continuing the
DDRT-PCR analysis with six additional random primers, each with 10 anchor primers. Because DDRT-PCR provides sequence from the
3'-untranslated region of genes, which tends to be highly gene-
and species-specific and, therefore, diminishes the probability of
finding homology with genes of similar function in the data bases, a
subtractive hybridization using magnetic beads (SHMB; Sharma et
al., 1993 ) was used to complement the analysis with sequences
more likely to originate from the open reading frame (ORF) of M. sexta-induced N. attenuata genes. All genes cloned by
DDRT-PCR and SHMB (53 from Hermsmeier et al., 2001 ; 115 from this study; and 10 "control" genes) were spotted as cDNAs on
glass slide microarrays (see Table
I). We examined the
transcriptional changes of the cloned transcripts by hybridizing the
microarrays with fluorescently labeled transcripts from plants massively attacked by M. sexta larvae for 2, 6, 12, and
24 h and provide full-length sequences of two genes that catalyze
the early and final steps in the biosynthesis of terpenoid-derived
defense metabolites: 3-hydroxy-3-methylglutaryl CoA reductase (HMGR)
and 5-epi-aristolochene synthase (EAS). The analysis highlights the extent to which metabolism is reconfigured during herbivore
attack.
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Table I.
Genes cloned by DDRT-PCR (DD/arbitrary primer no.)
and subtractive hybridization with magnetic beads (SHMB) that exhibited
nonsignificant (between 0.5 and 1.50) expression ratios in the
microarray analysis and had similarity to genes in the databases
Genes are listed in order of decreasing E value from BLAST queries.
Expression patterns are defined as: gradual (Type Ia) or abrupt (Type
Ib) increases; initial decreases followed by either steady (Type IIa)
or abrupt increases (Type IIb); an initial increase followed by a
decrease (Type III); an increase, a decrease, and finally an increase
(Type IV; both peaks are given if equal) as plants were continuously
attacked by Manduca sexta larvae over 24 h.
Down-regulated genes have the opposite patterns.
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RESULTS |
We cloned a total of 115 transcripts by DDRT-PCR and SHMB from
N. attenuata plants under continuous attack from 20 first
instar M. sexta larvae for 24 h. The cDNAs of all
cloned transcripts, in addition to eight previously characterized
M. sexta-induced genes, were spotted on Lys-coated glass
slide microarrays and hybridized with Cy3- and Cy5-labeled mRNA probes
isolated from N. attenuata plants subjected to attack from
the same number of larvae but harvested at 2, 6, 12, and 24 h
after the start of the attack to fully characterize the response.
Utility and Limitations of the Microarrays
Due to variation in the spot placement and shape on these Lys
slides, background corrections for each spot were performed manually,
and not all spots could be used. We arbitrarily defined cDNAs with mean
(of a maximum of eight replicate spots, range 5-8) expression ratios
of 0.5 or 1.50 as being differentially expressed (down- and
up-regulated, respectively). These thresholds are higher than those
used in the companion paper (Halitschke et al.,
2003 ; 0.75 or 1.25) because sample size constraints did not
allow for the use of the statistical criteria in determining differential expression that were used in the companion paper, but
lower than those of other studies (2.0 and 2.5; Reymond et al.,
2000 ) that used only a spot per cDNA and, hence, had no means of determining within-array variance.
The cDNAs from eight N. attenuata genes known to
respond to herbivore attack, which had been previously analyzed by RNA
blots, were used to monitor the entire experimental process and
determine whether the microarrays provided the same results as
the northern-blot analysis. Previous work (Halitschke et al.,
2001 ; Hermsmeier et al., 2001 ; Schittko
et al., 2001 ; Winz and Baldwin, 2001 ;
Ziegler et al., 2001 ; Glawe et al., 2003 )
had established that transcripts of Thr deaminase, proteinase inhibitor
(PI), allene oxide synthase (AOS), alpha-dioxygenase ( -DIOX),
hydroperoxide lyase (HPL), and putrescine N-methyl
transferase (PMT) were strongly up-regulated, whereas transcripts
of ribulose-1,5-biphosphate carboxylase (RuBPCase) were
down-regulated after M. sexta larvae attack, compared with unattacked plants. Microarray analysis (Figs.
1 and 2) confirmed these results, thereby
establishing the utility of the procedure for this system. It
should be noted that although some of
these control genes tended to be strongly regulated in both the array analysis and previous northern analyses, others, such as AOS, which are
strongly regulated on northern blots within 30 min of elicitation
(Ziegler et al., 2001 ), were found to be significantly regulated only at the 24-h harvest with the microarray (Fig. 1), suggesting that the arbitrary thresholds may exclude differentially regulated genes. Hence, to avoid disposing of potentially valuable information, we provide a list of genes with significant similarity to
known genes in the database that were not differentially regulated by
the established criteria (Table I).

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Figure 1.
Mean (±SD) expression ratios from
microarrays with eight replicate cDNA spots of partial sequences of
N. attenuata Thr deaminase (TD; note break in y
axis and that only + SD are shown), proteinase
inhibitor (PI), PMT, and RuBPCase small subunit genes hybridized with
fluorescently labeled probes derived from M. sexta-attacked
or control N. attenuata plants (harvested 2, 6, 12, or
24 h after the start of attack). Shaded area represents
arbitrarily defined zone of nonsignificant changes in expression.
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Figure 2.
Mean (±SD) expression ratios from
microarrays with eight replicate cDNA spots with partial sequences of
genes mediating N. attenuata's oxylipin cascade
(lipoxygenase [LOX], HPL, AOS, and -DIOX) hybridized with
fluorescently labeled probes derived from M. sexta-attacked
or control N. attenuata plants (harvested 2, 6, 12, or
24 h after the start of attack). Shaded area represents
arbitrarily defined zone of nonsignificant changes in expression.
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Transcriptional changes, measured on the microarrays for each gene
during the 24 h of continuous M. sexta larvae attack,
were categorized as being: gradual (Type Ia) or abrupt (Type Ib)
increases over the 24-h time course; an initial decrease followed by
either steady (Type IIa) or abrupt increases (Type IIb); an initial
increase followed by a decrease (Type III); an increase, followed by a decrease and an increase (Type IV). Down-regulated genes were similarly
classified (Tables I and II). It should be noted that significant expression ratios (or lack
thereof) in one of the four harvests with these arrays should be viewed
as an indication of differential expression, an indication that should
be confirmed with additional northern-blot analysis.
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Table II.
Genes cloned by DDRT-PCR (DD/arbitrary primer no.)
and subtractive hybridization with magnetic beads (SHMB) that exhibited
significant ( 0.5 and 1.50) expression ratios in the microarray
analysis and had similarity to genes in the databases
Genes are listed in order of decreasing E value from the BLAST queries.
Expression patterns are defined as: gradual (Type Ia) or abrupt (Type
Ib) increases; initial decreases followed by either steady (Type IIa)
or abrupt increases (Type IIb); an initial increase followed by a
decrease (Type III); an increase, a decrease, and finally an increase
(Type I;: both peaks are given if equal) as plants were continuously
attacked by M. sexta larvae over 24 h. Down-regulated
genes have the opposite patterns.
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Comparison of DDRT-PCR and SHMB
From six rounds of DDRT-PCR with six different arbitrary primers
(each with 10 anchor primers), we cloned and sequenced 84 different
transcripts that ranged in size from 107 to 535 bp. Of these, 46 transcripts (60%), including 17 with similarity to known genes, had an
expression ratio of greater than or equal to 1.50, predominantly at the
24-h harvest. Two transcripts had an expression ratio 0.5 at 12 and 24 h (Table II). Nine expressed sequence tags (ESTs) with
significant similarity to known genes (Table I) and 24 ESTs with no
significant similarity to known genes did not show differential
expression as defined. Hence, we could not confirm differential
expression in 40% of the transcripts identified by DDRT-PCR, and 73%
had no similarity to genes in the databases (data not shown).
From SHMB, we sequenced 33 of 60 clones (from one-fourth of the final
ligation volume, presumably representing 25% of induced transcripts)
that ranged in size from 137 to 937 bp. Twenty-two (73%) of these
transcripts, which included 15 with similarity to known genes (Table
II), showed expression ratios > 1.50 predominantly at the 24-h
harvest. Two transcripts (Table II), including one with similarity to
25S ribosomal RNA gene, had an expression ratio smaller than 0.5 at the
2-h harvest. In addition, five transcripts with significant similarity
to known genes (Table I) and four transcripts with no significant
similarity did not show any differential expression. Hence, we could
not confirm differential expression in 27% of the sequenced
transcripts identified by SHMB, and 44% had no similarity to genes in
the databases.
Overall, a total of 73 transcripts (63% of the cloned genes) were
confirmed to be differentially expressed (down- or up-regulated) with
the microarrays (Tables II and III). Of
these, 32% of the transcripts exhibited a Type Ia, 8% a Type Ib, 41%
a Type IIa, 7% a Type IIb, 8% a Type III, and 4% a Type IV
expression pattern over the time course of the experiment. Twenty-four
differentially expressed transcripts (32%) had similarity to known
genes or putative proteins. The 14 ESTs with significant sequence
similarity to known genes that could not be confirmed to be
differentially expressed (Table I) tended to be down-regulated at the
2-, 6-, and 12-h harvests, whereas exhibiting modest up-regulation
(expression ratios between 1.0 and <1.5) at the 24-h harvest. In
summary, the proportion of transcripts cloned by DDRT-PCR and SHMB that could be confirmed to be differentially expressed was similar between
the two procedures, but as expected (Appel et al.,
1999 ), SHMB produced a greater proportion of clones with
sequences with significant similarity to genes in the databases. These
genes could be crudely categorized as being involved in oxylipin
signaling, transcriptional regulation, terpenoid biosynthesis,
antimicrobial defense, and the remodeling of cell walls and metabolism.
Oxylipin Signaling and Transcriptional Regulation
Two transcripts identified by DDRT-PCR (RB061 and RB131) with
similarity to potato (Solanum tuberosum) LOX (Royo et
al., 1996 ) and tomato (Lycopersicon esculentum) AOS
(Sivasankar et al., 2000 ), respectively, as well as HPL
(J. Zeigler and R. Halitschke, unpublished data) were strongly
up-regulated by M. sexta attack (Fig. 2; Table II). The
13-lipoxygenase catalyzes the dioxygenation of fatty acids with a
1,4-pentadiene structure to produce, among other products,
13-hydroperoxy linoleic acid, which is a substrate for AOS and HPL,
initiating the biosynthesis of JA or volatile C6 compounds.
Interestingly, the 427-bp fragment of AOS cloned by DDRT-PCR
(RB131) had greater similarity (86%) to the tomato gene than to the
NaAOS previously cloned from N. attenuata (80%).
Southern-blot analysis of N. attenuata genomic DNA
digested with HindIII and XbaI, for which one
recognition site per enzyme exists within the NaAOS ORF, revealed a
complex banding pattern consistent with the existence of two genes
coding for AOS in the N. attenuata genome (Ziegler et
al., 2001 ). NaAOS originated from a screen of a cDNA library
constructed from equal quantities of M. sexta-attacked N. attenuata leaves from seven genotypes, including the
genotype used in this study. Although the microarray revealed that both NaAOS (Fig. 2) and RB131 had Type IIa expression patterns, the sequence
differences between RB131 and NaAOS are likely too substantial to
reflect allelic differences, and it is possible that RB131 represents a
fragment from the second aos in the N. attenuata genome.
Although transcripts of LOX, AOS, and HPL exhibited coordinated Type I
or II patterns of expression (Fig. 2), -DIOX, which catalyzes the
alpha-oxidation of fatty acids to hydroperoxy fatty acids and may be
involved in signal generation (Sanz et al., 1998 ; Hamberg et al., 1999 ), exhibited a Type IV pattern of
expression (Fig. 2). Prior work with -DIOX demonstrated that
transcripts increased rapidly in leaves attacked by M. sexta
larvae and that fatty acid amino acid conjugates (FACs) in the oral
secretions were responsible for up-regulating the wound-induced
increase (Halitschke et al., 2001 ; Schittko et
al., 2001 ). The type IV expression patterns are likely to
reflect the interplay between wound-induced and oral secretion-mediated
increases during massive caterpillar attack.
The clones coding putative transcription factors (RE322 encoding 590 bp
of a WRKY transcription factor and RC231 encoding 276 bp of a
putative MYB transcription factor) were found to be down-regulated both on DDRT-PCR display gels and at the 2- and 6-h
harvests with the microarray. However, in later harvests (12 h for
RE322 and 24 h for RC231), both tended to be up-regulated but not
with expression ratios above the arbitrarily defined threshold of 1.5 (Table I). WRKY transcription factors occur in large gene families and
are known to regulate a plethora of different genes, including
pathogen- and wound-induced gene expression, by binding to W-box
promoter elements in a variety of plant species (Eulgem et al.,
2000 ). WRKY transcription factors are known to bind to W-box
elements in PR1 genes (a homolog of which was cloned by SHMB; Table II)
and regulate their expression after salicylic acid (SA) induction and
pathogen elicitation (Rushton et al., 1996 ). Although
many WRKY factors are known to be wound induced, few if any studies
have found them to be induced by herbivore attack or JAs. Similarly,
the expression of MYB transcription factors are known to be induced by
tobacco mosaic virus and bacterial pathogen infection and SA treatment,
with subsequent induction of PR genes (Yang and Klessig,
1996 ), and are generally involved in the regulation of
phenylpropanoid metabolism, cell shape, and hormone signal transduction
(Martin and PazAres, 1997 ). More recently, a novel MYB
was found in rice (Oryza sativa) that is JA inducible (Lee et al., 2001 ).
Terpenoid Biosynthesis
The SHMB analysis provided the DH120 and DH164 clones that code
for HMGR (Genschik et al., 1992 ) and EAS
(Mandujano-Chavez et al., 2000 ; Bohlmann et
al., 2002 ), respectively. The enzymes catalyze the early and
final steps in terpenoid biosynthesis, in which acetyl CoA and
acetoacetyl CoA are converted to HMG CoA by 3-hydroxy-3-methylglutaryl
CoA synthase, reduced to mevalonate by HMGR, and subsequently converted
to isoprenoid pyrophosphate, the universal precursor for isoprenoids.
EAS is a terpenoid synthase that catalyzes the cyclization of farnesyl
diphosphate to the sesquiterpenoid (5-epi-aristolochene) for
the subsequent formation of bicyclic sesquiterpenoid phytoalexin
capsidiol (Bohlmann et al., 2002 ). The expression of
both genes after M. sexta attack was highly coordinated:
Both were initially down-regulated with subsequent increases in
expression as herbivore attack proceeded, but the expression ratios for
HMGR were greater than that of EAS at the 24-h harvests (Fig.
3).

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Figure 3.
Mean (±SD) expression ratios from
microarrays with eight replicate cDNA spots with partial sequences of
N. attenuata xyloglucan (XG) endo-transglycosylase (XTH1),
basic pathogenesis-related protein (PR1), HMGR, and EAS genes
hybridized with fluorescently labeled probes derived from M. sexta-attacked or control N. attenuata plants
(harvested 2, 6, 12, or 24 h after the start of attack). Shaded
area represents arbitrarily defined zone of nonsignificant changes in
expression.
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Because HMGR was one of the first transcripts shown to be
differentially regulated in potato after attack by M. sexta
larvae (Korth and Dixon, 1997 ) and is known to exist in
a gene family and thought to play an essential role in regulating
substrate flux into the cytosolic pathway of terpenoid biosynthesis
(Korth et al., 2000 ), we amplified a 2,000-bp HGMR cDNA
from N. attenuata by PCR with primer HMGf1
(5'-CGGCAATCTTACCGGTGAAA) derived from the HMGR cDNA sequence of
Nicotiana sylvestris and primer HMGr1 (5'-TGAGATAGCTGACATGAGGG) derived from clone DH120. The DNA sequence contains an ORF of 1,812 nucleotides (AF542543) and encodes 604 amino
acids with a calculated molecular mass of 65,125 D. The amino acid
sequence showed 95% homology to N. sylvestris HMGR, 87% to
pepper (Capsicum annuum), and 85% to N. tabacum
(Fig. 4). The deduced protein consists of
two transmembrane domains in the N-terminal region and a C-terminal
catalytic domain of 349 amino acid residues containing the three highly
conserved signatures located in the center of the catalytic domain, in
a Gly-rich region, and in a region containing a His residue thought to
be essential for catalytic activity (Fig. 4).

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Figure 4.
Alignment of deduced amino acid sequences of
N. attenuata HMGR (AF542543), N. sylvestris
(S24760), N. tabacum (AAB87727), and pepper (Q9XEL8).
Missing amino acids are indicated by dashes, and different amino acids
are indicated by black shading. A transmembrane domain with two
segments located in the N-terminal region and a 349-amino acid residue
catalytic domain containing three highly conserved signatures, located
in the center of the catalytic domain (1), in a Gly-rich region (2),
and in a region containing a His residue (3), are indicated by boxes
and gray shading.
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Prior work on N. attenuata identified three new copies
of EAS (NaEAS-12, -34, and -37) by screening a cDNA library of N. attenuata leaves from plants originating from seven geographically
distinct populations, including the genotype used in this study, all of which had been attacked by M. sexta larvae (Bohlmann
et al., 2002 ). To determine whether the EAS cloned by SHMB was
the same as one of the previously cloned ones, a 1,950-bp cDNA
(NaEASutah; AF542544) was generated by PCR with primer EPIf1
(5'-AATACACTCATCTTTAATTAG) derived from the N. tabacum ESA
cDNA sequence and primer EPIr1 (5'-CACTAGCTTCAAGAATTTTAG) derived from
clone DH164. The sequence contains an ORF of 1,647 nucleotides and
encodes 548 amino acids of a calculated molecular mass of 62,895 D
(Fig. 5), which showed 92% similarity to
N. tabacum gene and 92% to 93% similarity to the
previously cloned N. attenuata genes. Structurally, the
enzyme is organized into two domains and there are two
Mg2+-binding sites located in the C-terminal
domain (Starks et al., 1997; Fig. 5). Elicitor-induced
EASs from N. tabacum are known to occur in small gene
families (Facchini and Chappell, 1992 ), and recently an
EAS from corn (Zea mays; stc1;
(Shen et al., 2000 ) has been shown to be induced by
volicitin, the fatty acid-amino acid conjugate found in
Spodoptera exigua oral secretions that elicits the release
of volatiles in this species.

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Figure 5.
Alignment of deduced amino acid sequences of EAS
from different genotypes of N. attenuata (EASutah
[AF542544], EAS12 [AF484123], EAS34
[AF484124], and EAS37 [AF484124]) and N. tabacum (5EAS). Amino acid differences are indicated by black
shading. The gene consists of two domains: domain 1 (enclosed in box
with a dotted line), which bisects domain 2 into two parts (both
enclosed in boxes with a solid lines). Two conserved
Mg2+-binding sites located in C-terminal portion
of domain 2 are indicated by gray shading.
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Cell Wall Remodeling
A total of 20 sequences from the DDRT-PCR analysis with arbitrary
primer 2 could be assembled into two contigs of the same length (484 bp), representing clones RB271 and RB521, which had 88.4% similarity
to tomato XG endo-transglycosylase/hydrolyase (tXET-B1;
Arrowsmith and Desilva, 1995 ; renamed XTH by
Yokoyama and Nishitani, 2002 ). Both exhibited a Type IV
expression pattern (Fig. 3). XTHs are thought to function in the
cleavage and concomitant transfer of XG molecules into plant cell walls
by transglycosylation and may mediate the loosening of cell walls
during growth (Emons and Mulder, 2000 ).
Antimicrobial-Associated Genes
SHMB provided three clones that are implicated in pathogen
resistance. One of these, DH099, has similarity to the basic-type pathogenesis-related protein PR1 of N. tabacum (Payne
et al., 1989 ), and the microarray analysis demonstrated that it
was strongly up-regulated by M. sexta attack (Fig. 3). Basic
PR1s are intracellular proteins associated with viral, fungal, and
bacterial infections and are strongly elicited by ethylene
(Kitajima and Sato, 1999 ). Therefore, the observed PR1
response is expected, given that M. sexta attack is known to
elicit an ethylene burst in N. attenuata (Kahl et
al., 2000 ). SHMB also provided DH083, which had similarity to
genetic tumor-related cDNA in an interspecific hybrid
(F1) between Nicotiana glauca and
Nicotiana langsdorffii (Fujita et al., 1994 )
and DH270, which had similarity to a Nicotiana
plumbaginifolia type 2 metallothtionein-like protein-encoding gene
(Table I). Transcripts of both exhibited a Type IV expression pattern;
however, DH270's increases were never higher than a 1.23 expression
ratio (Table I), whereas DH083 attained 1.66 and 1.68 at the 6- and 24-h harvests (Table II). Some type 2 metallothioneins are
thought to function as potent metal chelators (Giritch et al.,
1998 ), but others play roles in different cell death pathways,
including senescence and the hypersensitive response (HR) after
pathogen attack (Butt et al., 1998 ). Pathogen
recognition is implicated in the up-regulation of clone RC144, which
has similarity to a putative pto gene (D.T. Lavelle, G.E.D.
Oldroyd, D. Dalhbeck, B.J. Staskawicz, and R.W. Michelmore, unpublished
data). The pto gene complex codes for protein kinases that
mediate resistance against Pseudomonas syringae pv
tomato infections and is correlated with HR (Loh and
Martin, 1995 ). Clone DH126 (Table I) has similarity with a
putative Arabidopsis ABC transporter (C.D. Town, B.J Haas, R. Maiti, L.I. Hannick, A.P. Chan, C.M. Ronning, R.K. Smith Jr, C.Y. Yu,
J.R. Wortman, O. White et al., unpublished data). The superfamily of
ABC transporter genes code for ATP-driven membrane associated efflux
pumps that export a range of cytotoxic compounds. In N. tabacum, transcripts for a ABC transporter are reported to be JA
elicited (Sasabe et al., 2002 ) and in tomato, an ABC transporter called pti3 is known to interact with
pto in two-hybrid screens.
Remodeling of Metabolism
The remaining clones with similarity to known genes reflect the
extent to which metabolism (sensu lato) is reorganized, presumably to
make resources available for regrowth-, repair-, and defense-related processes after massive herbivore attack.
Five photosynthesis-related genes were identified by DDRT-PCR and SHMB,
but only one RF071; Table I) was found to be significantly down-regulated by M. sexta attack (Fig. 1). RF071 codes for
a transcriptionally active pseudogene of the small subunit gene of
RuBPCase complex, which catalyzes the photosynthetic fixation of
CO2 through the Calvin cycle (Oneal et
al., 1987 ). The down-regulation of this gene complements that
of the functional RuBPCase small subunit of Rubisco gene found
in the Hermsmeier et al. (2001) study. Three
photosynthetic-related transcripts (DH108, PSII; NtPII10, Zhou
et al., 1993 ; RE283, 23-kD polypeptide of PSII oxygen-evolving complex, Hua et al., 1991 ; and RN032, 6.1-kD polypeptide
of PSII, Lorkovic et al., 1995 ) all tended to be
down-regulated with the lowest expression ratio at the 12-h harvest
(Table I).
The down-regulation of genes related to photosynthesis may allow
attacked plants to reinvest resources into other processes; a similar
reinvestment function may be played by RN021 and DH182, both of which
could allow for the recovery of amino acids invested in pyrimidine and
protein synthesis, respectively. RN021, which has similarity to
transcripts for beta-Ala synthase (C. Chevalier, J. Joubes, J. Petit,
and P. Raymond, unpublished data), an enzyme that catalyzes the third
and final step of pyrimidine catabolism to produce beta-Ala, was
slightly up-regulated. DH182 was strongly up-regulated (Table II) and
exhibits homology to barley (Hordeum vulgare) and
Arabidopsis Ser carboxypeptidase (Dal Degan et al., 1994 .). A member of this gene family, Ser CPII (BRS1), plays a regulatory role in the brassinosteroid (BR) signaling (Li et
al., 2001 ), which is mediated by BR1 receptor in BR-insensitive
(BRI1) mutants. In tomato, type I Ser CPs are among the "late
wound-inducible" genes. Elicited by JAs and systemin, they may be
involved in general protein turnover rather than signaling
(Moura et al., 2001 ). Clone RE112, with similarity to a
Ser protease of the subtilase gene family (Meichtry et al.,
1999 ), could be playing a role in signaling because related
members of this family are thought to process the wound hormone
systemin. Two clones, RN254 and RC095, with sequence similarity to the
tomato ubiquitin carrier protein (ubc) or alternatively,
ubiquitin-conjugating enzyme (E2; D.M. Bird and M.A. Wilson,
unpublished data), which is responsible for recognizing and tagging
appropriate targets for the main non-lysosomal route for intracellular
protein degradation in response to stress (Jesenberger and
Jentsch, 2002 ), were found to be gradually up-regulated by herbivore attack. The ubiquitin protein-conjugating system plays a
pivotal role in the ubiquitin-dependent proteosome pathway in the
regulation of apoptosis or programmed cell death, the central process
of the HR that is an important means of limiting the spread of
pathogens in plants. However, because an HR is not observed after
M. sexta attack, E2 is more likely involved in selective protein turnover.
Although alterations in these transcripts may directly or indirectly
help a plant to meet its amino acid or more generally, nitrogen
requirements for the necessary metabolic reconfiguration, Glc demands might be met by the hydrolysis of starch and
oligosaccharides, as is suggested by the up-regulation of RB012, a
transcript homologous to alpha-amylase (K. Gausing and T. D. Kreiberg, unpublished data). Alpha-amylase is normally GA inducible,
but in this case it is gradually up-regulated during a massive
herbivore attack. The expression of DH123, a 371-bp fragment with
similarity to the cytosolic glyceraldehyde-3-phosphophate dehydrogenase
(Shih et al., 1986 ) tended to be down-regulated (at the
2-, 6-, and 12-h harvests). Glyceraldehyde-3-phosphophate dehydrogenase
participates in carbohydrate metabolism and is known to be elicited by
SA and pathogen infection in potato (Laxalt et al.,
1996 ) and by anaerobic conditions in corn (Manjunath and
Sachs, 1997 ). RE234, which corresponds to plastidic aldolase
(aldP; Yamada et al., 2000 ), was up-regulated shortly
after the start of herbivore attack. aldP is involved in photosynthetic
carbon reduction and catalyzes the synthesis of Fru-1,6 bis-phosphate
from d-glyceraldehyde-3-phosphate and dihydroxyacetone phosphate. AldP
transcripts are up-regulated after salt stress in various
Nicotiana spp. (Yamada et al., 2000 ), and
small changes in AldP activity by antisense-mediated gene silencing
have dramatic effects on photosynthesis (Haake et al., 1998 ). The changes in energy metabolism elicited by herbivore attack will likely require increases in the exchange of ADP and ATP
between the cytosol and mitochondria. RC191 corresponds to potato
adenine nucleotide translocase (ANT) gene for ADP/ATP translocator (Emmermann et al., 1991 ) and is strongly up-regulated in
herbivore-attacked plants (Table II). ANT is a translocator protein
essential for the formation of the mitochondria permeability transition
pore and is the most abundant protein of the inner mitochondrial membrane.
Transcripts for another mitochondria protein, DH283, a chaperonin of
the 60-kD heat shock protein (Hsp) family (Prasad et al.,
1990 ; Tsugeki et al., 1992 ), are thought to be
important in the folding and assembly of multimeric proteins in the
mitochondria. This is the second Hsp cloned from N. attenuata that is elicited by M. sexta attack. The
first was AW191822, which has similarity to luminal-binding proteins
and was also up-regulated by herbivore attack (Hermsmeier et
al., 2001 ). Other researchers have examined the production of
Hsp in N. attenuata and found evidence for systemic elicitation by methyl JA of an Hsp70 and smaller Hsps (16-23 kD; Hamilton and Coleman, 2001 ). Clone RF113 has sequence
similarity to a family of cytokinin-induced transcripts (cig2) that are
specifically up-regulated by cytokinins and function as GDP/GTP
exchange factors (eIF2b) and regulate translation initiation.
Two chloroplast-localized transcripts were cloned by SHMB and found to
be significantly up-regulated on the microarray. The DH104 fragment
corresponds to the Arabidopsis biosynthetic enzyme of the thiamine
precursor thiazole (Ribeiro et al., 1996 ), and the DH054
fragment corresponds to N. tabacum sulfite reductase (Yonekura-Sakakibara et al., 1998 ). Thiamine functions
as cofactor for two enzyme complexes of pyruvate dehydrogenase and
alpha-ketoglutarate dehydrogenase in the citric acid cycle
(Belanger et al., 1995 ). Sulfite reductase catalyzes the
six electron reductions of sulfite to sulfide and nitrite to ammonia
using electrons donated from ferredoxin.
One of the more strongly up-regulated transcripts by M. sexta attack was a DH193, which has similarity to an MIP2 from
potato (G. Leggewie, L. Willmitzer, and J.W. Riesmeier, unpublished
data). MIPs are a superfamily of membrane channel proteins, some of
which are known to function as aquaporins or water or neutral solute facilitators and tend to be induced by water or salt stress in various
Nicotiana spp. (Yamada et al., 1997 ;
Smart et al., 2001 ).
Given that M. sexta attack results in large-scale remodeling
of metabolism, perhaps it is not surprising to find several genes for
DNA- and RNA-binding proteins, RNPs, and ribosomal RNA, which together
suggest a remodeling of the transcriptional machinery. DH017, which
tended to be up-regulated, has similarity to an N. tabacum
matrix attachment regions-binding protein (M. Maeshima and S. Fujiwara,
unpublished data), which is thought to play multifunctional roles in
chromatin organization and may control the accessibility of promoters
to factors required for transcription (Hatton and Gray,
1999 ). Similarly, DH219, which has similarity to the H3 class
of histones (S.C. Wu, P. Gregersen, and K. Hahlbrock, unpublished data), proteins known to organize chromatin and nucleosome structure and influence the fundamental nuclear processes of transcription, replication, and DNA repair, was strongly up-regulated by M. sexta attack. RN161 was significantly up-regulated and has
similarity to the transformer-2-like protein (Petitot et al.,
1997 ) that is a Ser-/Arg-rich RNP family thought to play a
important role in the regulation of constitutive and alternative
splicing of nuclear pre-mRNA. A similar function has been attributed to
DH162, a transcript with similarity to the N. sylvestris
RNA-binding Gly-rich protein (RGP-1a; Hirose et al.,
1993 ). Both of these putative RNA-binding transcripts exhibited
Type Ia expression patterns, which increased steadily as herbivore
attack progressed. Two ribosomal RNA genes (DH114 and RB493) were found
to show different expression patterns in the time course. The internal
transcribed spacer of 26S ribosomal RNA gene (DH114) was significantly
down-regulated at the 2-h harvest, whereas RB493, which had similarity
to Z. mobilis rrnB operon and 23S ribosomal RNA genes, was
significantly up-regulated at the same harvest. RD131, with similarity
to the 7S RNA RNP complex of signal recognition particles
(Riedel et al., 1995 ) that mediates the targeting of
proteins to the endoplasmic reticulum, was not significantly regulated
at any harvest but tended to increase with herbivore attack from an
initial down-regulated state. Interpretations of differential
regulation of ribosomal RNA species with microarrays that use cDNAs
reverse transcribed from mRNA species as probes should be viewed with
caution because it is unknown whether the ribosomal RNA is
quantitatively amplified.
 |
DISCUSSION |
Experimental Approach
We cloned 115 transcripts from the insect-responsive transcriptome
of N. attenuata by SHMB and DDRT-PCR using six of the
possible 26 arbitrary primers (Liang et al., 1993 )
thereby extending the initial DDRT-PCR analysis of this plant-insect
interaction (Hermsmeier et al., 2001 ) from approximately
4% to 26% of the herbivore-induced transcriptome. The proportion of
the transcriptome covered by the SHMB analysis is more difficult to
estimate, but given that no gene was cloned by both procedures, a large
number of genes were probably involved. Both SHMB and the DDRT-PCR,
unlike other fingerprinting techniques, provide an unbiased view of the
transcriptional changes elicited during a plant-insect interaction.
These two procedures, however, differ in their ability to
simultaneously detect transcripts that are induced and repressed by the
interaction. Only DDRT-PCR allows for this possibility in a single
experiment. This advantage of DDRT-PCR is balanced by the higher
proportion (76% versus 45%) of clones without significant
similarities to known genes in BLAST queries, a distinct disadvantage
of a procedure that utilizes poly(A+)-rich anchor
primers and, as a consequence, delivers sequence from the
3'-untranslated region of induced genes (Appel et al., 1999 ). This disadvantage will presumably decrease as the number of sequences available in the databases increases. An additional difficulty of DDRT-PCR is the high rate of apparent false-positives and
the labor-intensive verification procedures for detecting differential
expressions (Appel et al., 1999 ). Moreover, the most commonly used verification procedure, the northern blot, may not be
sufficiently sensitive to detect differential expression in rarely
expressed transcripts: a putative advantage of the DDRT-PCR procedure.
To minimize the labor associated with verification, the clones were
arrayed as cDNAs, and differential expression (arbitrarily defined as
having an expression ratio of 0.5 or 1.50) was verified for 73 clones, with approximately equivalent proportions being derived from
the SHMB and DDRT-PCR procedures. Hence, by these criteria, the rate of
false-positives did not differ between the two display procedures.
Eight N. attenuata genes, whose transcriptional responses
after M. sexta attack had been characterized previously by
northern-blot analysis, were included on the microarray, and in all
cases, their expression ratios were consistent with the patterns
observed in the northern analyses. The microarrays not only allowed for
the verification of differential expression in plants that were under
continuous attack for 24 h, the time when the SHMB and DDRT-PCR
analyses were performed, but by analyzing expression patterns after 2, 6, and 12 h of continuous attack, they documented the ontogeny of
the differential expression patterns. In some cases, these expression
patterns suggest functional associations between previously
unassociated genes. This approach yielded a number of insights into the
transcriptional changes that occur during the interaction. However, it
should be noted that these responses require confirmation by
northern-blot analysis.
Oxylipin Signaling
JA elicitation of N. attenuata is known to confer
dramatic induced resistance in both field (Baldwin,
1998 ) as well as laboratory (van Dam et al.,
2000 , 2001a ) trials with M. sexta
larvae. Moreover, M. sexta attack is known to result in a JA
burst and increases in NaAOS transcripts (Ziegler et al.,
2001 ). The coordinated increases in LOX, AOS, and HPL
transcripts observed in this study (Fig. 2) are consistent with those
reported from other species (Reymond et al., 2000 ;
Sasaki et al., 2001 ) and are correlated with M. sexta attack-induced changes in JA and C6 volatiles but are too slow to account for their induced changes in metabolites
(Kessler and Baldwin, 2001 ; Ziegler et al.,
2001 ). Although the importance of these genes in
plant-herbivore interactions is being convincingly demonstrated with
plants deficient in their expression (for review, see Blee,
2002 ), the function of the transcriptional changes remains enigmatic.
The microarray analysis provided evidence for the simultaneous
activation of SA- (DH099), ethylene- (PI), cytokinin- (RF113), and JA
(Fig. 2)-signaling pathways during massive herbivore attack. The
co-activation of numerous signal cascades in response to various biotic
and abiotic stresses has been found in numerous studies using
Arabidopsis microarrays (Maleck et al., 2000 ;
Schenk et al., 2000 ; Moran and Thompson,
2001 ; Sasaki et al., 2001 ; Chen et al.,
2002 ) and suggests that what had been described previously as
linear signal cascades associated with particular elicitors are in fact
a network of interacting cascades. Moreover, the inhibition of the JA
cascade by the SA cascade may not be occurring during caterpillar
attack as suggested by the strong up-regulation of transcripts for PR-1
(Fig. 3), a hallmark signature of SA signaling (Payne et al.,
1989 ), in conjunction with those for PMT and PIs, signatures of
JA signaling (Van Dam et al., 2001b ; Winz and
Baldwin, 2001 ).
An additional intriguing correspondence was observed between expression
patterns of the oxylipin biosynthetic genes and those of clones RN254
and RC095, which had similarity to the tomato ubiquitin-conjugating
enzyme (E2). The JA-insensitive coi1 mutant of Arabidopsis,
which is defective in most JA-mediated defense signaling, has recently
been shown to result from a single amino acid change in the F-box motif
of the COI protein and abolishes the formation of a ubiquitin-ligase
complex (Xu et al., 2002 ). In the ubiquitin-dependent
proteolytic pathway, ubiquitin is linked to particular substrates to
activate targeting via the sequential actions of a ubiquitin-activating
enzyme (E1), a ubiquitin-conjugating enzyme (E2), and a ubiquitin
ligase (E3). Although the targeting of particular proteins for
degradation is thought to be mediated by the E3 complex, the other two
are essential for the function of the complex, and it is unclear which
elements may be limiting during periods of large metabolic
reconfigurations. Another F-box protein within the E3 complex has been
reported recently to mediate a novel form of SA-mediated pathogen
resistance in the Arabidopsis son1 mutant (Kim and
Delaney, 2002 ), suggesting that both JA- and SA-mediated
signaling involves the specific degradation of particular proteins.
Defense Responses
The "ask the plant" experimental approach used in this study
provided transcripts that had not been associated previously with
herbivore attack and new insights into previously characterized M. sexta- and MeJA-induced transcripts. The microarray
analysis suggested dramatic increases in PI transcripts and more modest increases in PMT transcripts (Fig. 1), consistent with previous work
(Baldwin, 2001 ; Van Dam et al., 2001b ;
Glawe et al., 2003 ). Interestingly, the down-regulation
of the wound-induced increase in PMT transcripts and nicotine
accumulation, which results from an ethylene burst that is produced
when single caterpillars or their oral secretions are applied to
mechanical wounds (Winz and Baldwin, 2001 ), evolves into
a sustained increase when plants are massively attacked by larvae (Fig.
1). The down-regulation of the nicotine response is thought to be an
optimization of defense responses because the plant switches from using
a metabolically demanding direct defense, which could be coopted by a
nicotine-tolerant herbivore for its own defensive purposes, to a
metabolically inexpensive but effective indirect defense
(Baldwin, 2001 ). Because this analysis did not include
plants that had suffered the same amount of damage but were not exposed
to caterpillar-derived signals, it is difficult to determine the degree
to which the nicotine response was down-regulated. However, it is clear
that the down-regulation was not complete, suggesting that during
massive herbivore attack plants can readjust their defense responses
if, for example, the loss of their entire canopy is imminent.
In addition to providing new kinetic information on previously
characterized transcripts, the analysis suggested that previously uncharacterized transcripts underpin responses that had been
phenotypically characterized. The dramatic up-regulation of HMGR and
the more modest up-regulation of EAS may reflect the metabolic
commitment to terpenoid-based indirect defenses, which are demonstrably
effective in nature for N. attenuata (Kessler and
Baldwin, 2001 ). In addition, the analysis provided a number of
transcripts (PR1, metalothionein, PTO, and ABC transporters)
that have been associated with defense against microbes. The
up-regulation of these transcripts suggests that more attention should
be given to the direct effect of these defensive proteins on insect
herbivores or their potential indirect effects by inhibiting the
microbial endosymbionts frequently found in insect herbivores.
The most frequently sequenced clones from the DDRT-PCR were the two
thigmomorphogentically responsive clones with similarity to XTHs, whose
expression increased (3.44-fold) during massive herbivore attack with a
Type IV expression pattern (Fig. 3). Reducing XTH enzyme activity is
thought to strengthen cell walls (Herbers et al., 2001 )
because this enzyme cuts XG polymers and inserts glucan subunits into
existing cell wall polymers. The resulting average length of the XGs in
the cell walls decreases. Decreasing the number of long linear cell
wall polymers is thought to diminish the strength of cell wall fibers,
so it is unlikely that the herbivore-induced increase represents a
strengthening of cell walls as a defensive response against herbivore
attack (Herbers et al., 2001 ; but see Braam et
al., 1996 ). Cell walls represent a source of carbohydrate-based elicitors, and if XTH transfers an XG to water or other XGs not linked
to the matrix of the cell wall, these transcripts might conceivably
influence defensive signaling in a manner analogous to the
cev1 mutant of Arabidopsis. Cev1 is defective in cellulose synthase regulation and exhibits constitutive expression of ethylene and JA response genes (Ellis et al., 2002 ). The
extracellular matrix of plant cell walls clearly represents a rich
source of paracrine elicitors (Brownlee, 2002 ); XTH
up-regulation may play a role in generating these elicitors.
Alternatively, XTH may be involved in loosening cell walls
(Braam et al., 1996 ) in response to herbivore attack. By
allowing plants to alter their shape and potentially speed the recovery
of the photosynthetic canopy lost to herbivores, XTH may increase a
plant's tolerance to herbivore attack.
Tolerance and Other "Civilian" Responses to Herbivory
Plant responses that decrease the amount of tissue lost to
herbivores (defensive traits) are only one means of minimizing the
fitness consequences of herbivore attack. Responses that minimize the
fitness consequences of losing tissue to herbivores (tolerance responses) represent an equally effective but largely unstudied means
of coping with herbivore attack. Mobilizing limiting resources from
tissues that are about to be consumed into parts that are less likely
to be eaten by herbivores (petioles, stems, and below-ground tissues)
may represent such a mechanism. Such mobilization may share components
with the metabolic mobilization of resources required for the
production of defense traits. The resources required for the resistance
traits could be made available by decreases in the five
photosynthetic-related transcripts, increases in transcripts associated
with protein, and nucleotide turnover and increases in transcripts
associated with carbohydrate metabolism. Whether or not these
transcriptional changes play a role in balancing the plant's resource
budgets remains to be determined.
 |
CONCLUSION |
M. sexta attack results in a large-scale
transcriptional changes in N. attenuata genes that are
collectively consistent with a reconfiguration of metabolism that
reduces photosynthetic activity, slows growth, and increases a
diversity of defense traits. Numerous signal cascades appear to be
involved in coordinating the responses. These coordinated changes point
to the existence of central herbivore-activated regulators of
metabolism, which in turn are activated by minute amounts of FACs in
M. sexta's oral secretions (Schittko et al., 2000 , 2001 ; Halitschke et al.,
2001 ). In a companion paper, we use microarrays to examine the
proportion of the M. sexta-induced transcriptome that is
elicited by FACs.
 |
MATERIALS AND METHODS |
Plant Growth
An inbred line of Nicotiana attenuata Torr. ex
Wats. originally collected from southwestern Utah in 1988 was used for
all experiments and was the same genotype used by Hermsmeier et
al. (2001) . Seeds were germinated in potting soil after soaking
with a 1:50 (w/v) dilution of liquid smoke (House of Herbs,
Passaic, NY). One-week-old seedlings were transferred to 28-L communal hydroponic boxes with a nutrient solution consisting of 0.292 g
L 1 of Peter's Hydrosol (W.R. Grace, Fogelsville, PA) and
0.193 g L 1 of Ca(NO3)2. After an
adaptation period of 5 d, seedlings were transferred to individual
1-L hydroponic chambers containing a no-nitrogen hydroponic solution
(Baldwin et al., 1994 ). Nitrogen was added after
transfer by adding 2 mL of a 1 M KNO3 to each
chamber and 1 mL a day before placing larvae on plants. Plants were
placed in a growth chamber with a photoperiodic cycle programmed for a
16-h light period at 32°C and an 8-h dark period at 28°C with 65%
constant relative humidity. Forty of the most similar looking plants in
the rosette stage of growth were chosen for the display experiments,
and in a separate experiment, 80 plants were chosen for the microarray experiment.
Insect Rearing and Plant Treatments
The eggs of Manduca sexta (Lepidoptera,
Sphingidae) from Carolina Biological Supply (Burlington, NC) were
hatched at 28°C. For the display experiment, 20 first instar larvae
were placed on each of 20 plants at 12 PM (6 h into the
light cycle), with one to three larvae per leaf, depending on the leaf
size. After 24 h of feeding, the larvae and frass were removed,
and 20 attacked and 20 control plants were harvested, separated into
shoots and roots, immediately placed in liquid nitrogen, and stored at
80°C until used for DDRT-PCR and SHMB. Plants used in the
microarray experiment were grown and treated identically as those used
in the display experiment, except that 10 attacked and 10 control plants were harvested 2, 6, 12, and 24 h, respectively, after larvae were placed on plants.
DDRT-PCR
Procedures follow closely those described in Hermsmeier
et al. (2001) with minor modifications. Total RNAs of shoots
and roots were extracted separately from 5-g aliquots of 20 attacked
and control plants. Genomic DNA was removed by adding 20 units of RNase
free DNase I (Life Technologies, Eggenstein, Germany) for each 100-µL
reaction volume containing 100 µg of total RNA. DNA-free RNAs were
adjusted to a 1:1 (root:shoot) concentration for each reverse
transcription (RT). First strand cDNAs were synthesized with 400 ng of
purified total RNAs and 25 µM anchor primers
A1(T12AA), A2(T12AC), A3(T12AG)
A4(T12CA), A5(T12 CC), A6(T12CG),
A7(T12GA), A8(T12GC), A9(T12GG),
and A10(T12GT) (MWG Biotech, Munich), 200 units of
SuperScript-II reverse transcriptase (Life Technologies), and 200 µM dNTPs, respectively. The reactions of each anchor
primer that did not receive reverse transcriptase
served as quality controls for potential RNA contamination by residual
genomic DNA, which was later amplified in the DDRT-PCR procedure.
DDRT-PCR was performed with each RT reaction with Platinum
Taq polymerase (Life Technologies), dNTPs including
-33P labeled dCTP (NEN Life Science, Zaventem, Belgium),
arbitrary primers R2(TGGATTGGTC), R3(CTTTCTACCC), R4(TTTTGGCTCC),
R5(GGAACCAATC), R6(AAACTCCGTC), and R14(GATCAAGTCC) in combination with
anchor primers A1 to A10, respectively. Thermocycling parameters were: denaturation at 94°C for 2 min for activation, followed by 40 cycles
of 30 s of denaturation at 94°C, 120 s of annealing at 40°C, and 30s of extension at 72°C. The PCR amplification products were separated on a 6% (w/v) polyacrylamide denaturing gel.
Gels were dried on Whatman 3MM paper (Whatman, Clifton, NJ) and
exposed to Kodak Biomax MR film (Amersham Pharmacia Biotech, Freiburg, Germany). The developed films were used as templates to excise the
differential (both amplified and suppressed) bands from the display
gel. The cDNAs were eluted from the gel by incubating gel slices in 150 µL of water for 10 min at 25°C, 15 min at 100°C, then
transferring to 4°C, followed by centrifugation at 13,000 rpm for 2 min, and the cDNAs were recovered from the supernatant. To clone the
eluted cDNA fragments, the TOPO TA cloning kit (Invitrogen, CH
Groningen, The Netherlands) was employed directly with the PCR products
that were re-amplified by using corresponding primers and the PCR
temperature program given above. Plasmid DNA was isolated with
NucleoSpin plasmid kit (Macherey-Nagel, Düren, Germany) for
sequencing. Plasmid inserts were sequenced on an 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).
SHMB followed closely the protocol of Sharma et al.
(1993) using Dynabeads as described in "Method 1" of the
manufacturer's instructions (Dynal Biotech, Hamburg, Germany). The
mRNAs from attacked (tester) and control (driver) plants were isolated
with paramagnetic oligo(dT)25 beads (Dynabeads) from 100 µg of total RNAs treated with DNase I (Life Technologies). Driver
mRNA on the beads was directly converted to the complementary first
strand cDNA using SuperScript-II reverse transcriptase and rTth reverse polymerase (Life Technologies) according to the manufacturer's instructions. Tester mRNA was then eluted from the beads and hybridized to the driver cDNA, which was immobilized on the Dynabeads by the RT
reaction. After three stringent hybridizations (each for 24 h) in
4.5× SSPE and 0.1% (w/v) SDS buffers at 68°C and removal of
the subtracted mRNA, 20 µL of fresh oligo(dT)25 beads was
used for collecting the mRNA left after subtraction. The eluted mRNA was reverse transcribed to the first strand cDNA using SuperScript-II reverse transcriptase (Life Technologies) and oligo(dT)21
(MWG Biotech). Subsequently, DNA polymerase I and RNase H were used for
second strand synthesis. Double-strand cDNA was blunt ended with T4 DNA
polymerase (Amersham Pharmacia Biotech) and subsequently treated with
T4 polynucleotide kinase for cloning to pUC18 vector prepared by
restriction with SmaI enzyme.
Fabrication of cDNA Microarray. Fabrication of cDNA
Microarray
The cDNAs cloned in the pCR2.1-TOPO
(Hermsmeier et al., 2001 ) and pUC18 vectors were PCR
amplified with the following primers derived from vector sequences
close to the insert: TOP5-20, 5'-CAGTGTGCTGGAATTCGCCC-3'; TOP6-21,
5'-GGATATCTGCAGAATTCGCCC-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, TOP5-20, and TOP6-21 were used. For pUC18, primer
pairs SMA3-22 and SMA2-20 and SMA1-19 and SMA4-23 were used.
For the preparation of the well-characterized control
genes, plasmid pNATGUS3 (Krügel et al., 2002 )
digested with BstEII and NcoI was used as
a vector to clone the following N. attenuata gene PCR
fragments digested with the same enzymes: pi, primers, PIA1-34 (5'-GCGGCGGGTCACCGTACTTTAGTGATGATGGAAC-3') and PIA2-32 (5'-GCGGCGCCATGGCTTACAACCCTTCGTGCCTG-3'); template, chromosomal DNA of
N. attenuata; pmt1, primers, PMT6-36
(5'-GCGGCGGGTCACCGGTACCAACACAAATGGCTCTAC-3') and PMT7-31
(5'-GCGGCGCCATGGAGCCCTTAAAGACTTGACG-3'); template, pmt1
cDNA cloned on plasmid pBI121-ASPMT (Voelckel et al.,
2001 ); aos, primers, AOS1-35
(5'-GCGGCGGGTCACCGTGTTCTTTCTTATCTTGATCC-3') and AOS2-31
(5'-GCGGCGCCATGGAAGTAGGAAAACCAAGAAC-3'); template, chromosomal DNA of
N. attenuata; xet, primers, XET1-32
(5'-GCGGCGGGTCACCATTCACAGCTTCTTACAGG-3') and XET2-33
5'-GCGGCGCCATGGCCTTGAACGCTTGCATTCAGG-3'); template, RB271 (this
publication); and wrky, primers, TFN1-34
(5'-GCGGCGGGTCACCGGAACCAATCATGGAATTATC-3') and TFN2-31
5'-GCGGCGCCATGGTGGGACAATTTGGGAAAG-3'); template, RE322 (this
publication), yielding plasmids pNATPI1, pNATPMT1, pNATAOS1, pNATXET1,
and (with wrky fragment) pNATTFN1, respectively.
Afterward, the N. attenuata control gene PCR products
for spotting onto the chip were synthesized as follows:
pi, hpl, pmt1,
aos, xet, and wrky with
primers ASV5-21 (5'-GGAGAAACTCGACCGGTCACC-3') and ASV6-22 (5'-CTACAAATCTATCTCTCCATGG-3'); templates pNATPI1, pNATHPL1
(Krügel et al., 2002 ), pNATPMT1, pNATAOS1,
pNATXET1, and pNATTFN1, respectively; 3' region of lox
with primers LOX4-22 (5'-CTTTGGCGTTTTGATTTGGAAG-3'), ASV6-22, template
pNATLOX1 (Krügel et al., 2002 ), and 5' region of
lox with primers ASV5-21, LOX3-21
(5'-CCAGTGCGACAACGTCTTGGG-3'), 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
TOP5-20, SMA4-23, or ASV6-22, whereas odd numbered fragments carry the
modification at primers TOP6-21, 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 the
concentration of the amplified products was determined spectrophotometrically. Commercially available Lys-coated slides (PL-25C Poly-L-Lys slides, CEL Associates, Inc., Houston)
were used. Before spotting, all the cDNA samples were concentrated through a micron-MultiScreen-PCR (Millipore, Bedford, MA) to
approximately 0.5 to 1.0 µg µL 1 with spotting
solution from Telechem (CEL Associates).
All the cDNA samples were arrayed four times (so that each gene was
represented by eight spots) on the slides by a robot equipped with four
printing tips (OmniGrid Microarrayer, Genemachine, San Carlos, CA). A
list of genes on the microarray is in Table I. The spotted DNA on
slides was hydrated in 1× SSC buffer for 1 to 5 min and snap dried at
140°C for 3 s, followed by cross-linking with a
Stratalinker-2400 apparatus (Stratagene, La Jolla, CA). To prevent
intrinsic fluorescence, the surface of the slides was treated with a
blocking solution containing 5.5 g of succinic anhydride dissolved in 335 mL of 1-methyl-2-pyrrlidinone, mixed in 15 mL of 1 M NaBorate prepared with boric acid, and adjusted with NaOH to pH 8.0. Finally, spotted DNA on slides was denatured in
boiling water for 2 min, rinsed with ethanol, and dried by centrifugation. After prehybridization processing, sample slides were
hybridized with Cy3- or Cy5-labeled random primers (9 mer) to examine
qualitative characteristics of the microarrays.
Microarray hybridization and quantification: Poly(A+) RNAs
were isolated from 100 µg of total RNA (adjusted to a 1:1
[root:shoot] concentration) with Dynabeads Oligo(dT)25
(Dynal Biotech) and used for RT. To synthesize the first strand, 2 µg
of poly(A+) RNAs was mixed with 4 µg of random hexamer
(pdN6, Sigma), 4 µg oligo(dT)22 (Sigma) in 15 µL, and
incubated at 65°C for 10 min. Subsequently, 0.6 µL of 50×
dUTP/dNTPs [10 µL of each 100 mM dATP, dGTP, and dCTP; 6 µL of 100 mM dTTP; and 4 µL of 100 mM dUTP
[5-(3-Aminoallyl)-2'-deoxyuridine 5'-triphosphate sodium salt,
Sigma], 6 µL of 5× buffer, 3 µL of dithiothreitol (0.1 M), 1.9 µL of SuperScript (RNase II Hfree) reverse
transcriptase, and 3.5 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 after neutralization
with 25 µL (1 M) Tris (pH 7.4).
The cDNA mixtures were cleaned with a Microcon 30 concentrator (YM-30,
Millipore) and dried in a speed vac. The pellets of both induced and
control sample were resuspended in 9 µL of NaHCO3 buffer
(0.5 M, pH 9.0) and added to the dried aliquot of
monofunctional NHS-ester Cy3 dye and to Cy5 dye (Amersham Pharmacia
Biotech), 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) and mixed. After purification with
Qiaquick PCR purification kit (Qiagen), the eluted products were dried in a speed vac. The labeling efficiency of the cDNA probe was checked
by a spectrophotometer at a wavelength of 200 to 700 nm.
The probe solution was prepared by resuspending the dried pellets in a
hybridization buffer consisting of 2 µL of
poly(A+)(22) (10 µg µL 1, MWG
Biotech), 5 µL of 20× SSC, 2 µL of yeast-tRNA (1.25 µg
µL 1, Life Technologies), 0.6 µL of 10% (w/v)
SDS, and 20.4 µL of distilled water for a final volume of 30 µL.
The probe solution (after heating at 95°C for 2 min) was hybridized
to the microarray, which was denatured in boiling water for 2 min,
dried before use, and covered with a silanized coverslip. Hybridization
was carried out for 12 h in a hybridization chamber (a 50-mL
falcon tube supplied with 2 mL of 20× SSC on Whatman paper) and placed
in a hybridization oven at 55°C to 58°C. After hybridization, the
slides were immediately washed, initially with a solution of 1× SSC
and 0.1% (w/v) SDS for 15 min, then with a solution of 1× SSC
for 5 min, before being dried by centrifugation (3 min at 1,000 rpm).
A ScannArray-3000 (GSI Lumonics, Watertown, MA) was used to scan the
hybridized cDNA with sequential scanning for Cy5 cDNA and then for
Cy3cDNA at a maximum resolution of 10 µm pixel 1 with a
16-bit depth. The hybridization images were evaluated using the program
AIDA Image Analyzer (Raytest Isotopenme gräte GmbH,
Straubenhardt, Germany). Each image was overlaid with a grid to assess
the signal strength from each spot. The background correction was
manually calculated around each spot with a depth of 2 pixels. To
calculate a microarray-specific normalization factor, the measured Cy5
and Cy3 fluorescence intensities were ranked independently and after
discarding 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. The ratios of normalized fluorescence values for Cy3 and
Cy5 of each individual spot for which an adequate background correction
could be determined (typically five-six of the eight replicate spots
for each gene) were used to calculate the mean and (SDs)
for each cDNA. We arbitrarily defined cDNAs with mean expression ratios
of 0.5 and 1.50 as being differentially expressed (down- and
up-regulated, respectively).
 |
ACKNOWLEDGMENTS |
We thank Susan Kutschbach for the DNA preparation; Thomas Hahn
and Dominika Schnabelrauch for sequencing; Evelyn Claussen for
assistance with the figures; Anja Paschold, Kristine Brathen, and Katja
Schenke for technical assistance; and Rayko Halitschke, Claudia
Voelckel, and Emily Wheeler for helpful comments on the manuscript.
 |
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.
*
Corresponding author; e-mail Baldwin{at}ice.mpg.de; fax
49-0-3641-571102.
Article, publication date, and citation information can be found at
www.plantphysiol.org/cgi/doi/10.1104/pp.102.018176.
 |
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