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First published online August 6, 2004; 10.1104/pp.104.039891 Plant Physiology 135:1928-1938 (2004) © 2004 American Society of Plant Biologists High Genetic Variability of Herbivore-Induced Volatile Emission within a Broad Range of Maize Inbred Lines1Unité de Phytopharmacie et Médiateurs Chimiques, INRA Versailles, F78026 Versailles Cedex, France (T.D., F.M.-P.); Station de Génétique Végétale, INRA Ferme du Moulon, F91190 Gif-sur-Yvette, France (C.D.); and Institut de Zoologie, Université de Neuchâtel, CH2007 Neuchatel, Switzerland (T.C.J.T.)
Maize plants (Zea mays) attacked by caterpillars release a mixture of odorous compounds that attract parasitic wasps, natural enemies of the herbivores. We assessed the genetic variability of these induced volatile emissions among 31 maize inbred lines representing a broad range of genetic diversity used by breeders in Europe and North America. Odors were collected from young plants that had been induced by injecting them with caterpillar regurgitant. Significant variation among lines was found for all 23 volatile compounds included in the analysis: the lines differed enormously in the total amount of volatiles emitted and showed highly variable odor profiles distinctive of each genotype. Principal component analysis performed on the relative quantities of particular compounds within the blend revealed clusters of highly correlated volatiles, which may share common metabolic pathways. European and American lines belonging to established heterotic groups were loosely separated from each other, with the most clear-cut difference in the typical release of (E)- -caryophyllene by European lines. There was no correlation between the distances among the lines based on their odor profiles and their respective genetic distances previously assessed by neutral RFLP markers. This most comprehensive study to date on intraspecific variation in induced odor emission by maize plants provides a further example of the remarkably high genetic diversity conserved within this important crop plant. A better understanding of the genetic control of induced odor emissions may help in the development of maize varieties particularly attractive to parasitoids and other biological control agents and perhaps more repellent for herbivores.
The release of odorous compounds by plants in response to herbivore attack and the subsequent use of these odorous signals by natural enemies to locate the herbivores is a widespread phenomenon observed in various tritrophic systems, e.g. predatory mites and spider mites on Lima bean (Dicke and Sabelis, 1988 -ocimene seem to be quite common or ubiquitous components of herbivore-induced odor emissions (Dicke, 1994
Identity of Volatiles
Of the volatiles detected in the odor samples from maize plants injected with caterpillar regurgitant, the 23 most prominent compounds were selected for quantification. The majority of these compounds were derived from the isoprenoid pathway: 3 monoterpenoids, 2 homoterpenes, and 12 sesquiterpenoids. The remaining compounds were four acetate esters and two nitrogen-containing aromatics. Along with the 23 selected compounds, gas chromatography-mass spectroscopy analysis revealed the presence, mostly in minute amounts, of green leaf odors ((E)-2-hexenal, (Z)-3-hexen-1-ol), additional monoterpenes (limonene, cis-ocimene), esters (neryl acetate), aromatics (methyl salicylate, methyl eugenol (MS)), cis-jasmone (MS), and at least 15 additional sesquiterpenes, e.g.
The 31 maize inbred lines varied largely in the mean total amount of volatiles emitted, i.e. the sum of the 23 compounds chosen for analysis. There was an about 70-fold difference between the two extreme lines, W401 and F1852 (Table I). The total quantity of odors emitted was not related to the geographical origin of the lines. The line effect was highly significant in the ANOVA (Table I), and with a broad-sense heritability of H2 = 0.84, most of the variation proved to be genetic (Table II). The repeatability was r2 = 0.97, which indicates that the residual variation was extremely well controlled with our experimental design. The differences in total emission observed with plants damaged by caterpillars (Table III) were somewhat less pronounced, only 20-fold between the two extreme lines F7 and F476, but the values obtained with both induction methods were correlated, albeit the relationship was not linear (Spearman rank correlation coefficient
Variation in the Odor Profiles
In addition to the pronounced quantitative variation, we found substantial qualitative variation among the lines in the relative proportion of particular compounds within the odor blend (Fig. 1). Some lines were characterized by very low amounts or the complete absence of whole compound groups. Line F1852 was deficient in the four esters, including the green leaf volatile (Z)-3-hexen-1-yl acetate, which was found in all the other lines. Lines F113 and W401 released only trace amounts of the two homoterpenes (3E)-4,8-dimethyl-1,3,7-nonatriene and (3E,7E)-4,8,12-trimethyl-1,3,7,11-decatetraene. By contrast, these homoterpenes were the dominant components in the odor blends of line A188, which was in turn characterized by extremely low levels of sesquiterpenes. Another highly variable trait was the ratio of (E)-
Odor profiles recorded from plants damaged by caterpillar feeding (Table III) proved very similar to those of plants induced by injection (Fig. 1). In all but three lines (F618, F2, and F7), the log-transformed mean amounts (in µg h1 g1 dry weight) for the 23 compounds were more strongly correlated between the same line induced with the two different methods (mean correlation coefficient ± SD = 0.84 ± 0.18; n = 12) than between different lines induced with the same (0.50 ± 0.25; n = 132) or with a different method (0.46 ± 0.26; n = 132). The only conspicuous deviations were observed in the lines F618 and F2: indole and linalool, respectively, were no longer as dominant in the odor bouquets as with the injection method.
In general, caterpillar damage caused an increase in the release of all 23 volatile compounds, but some of these were set free in non-negligible amounts by intact plants as well, and their levels did not increase as dramatically as those of the other compounds upon plant injury (Table III). The most notable of these already constitutively emitted compounds were the monoterpenes
For all the 23 included compounds, we found a highly significant effect of the line on both the absolute and the relative amounts (Table II). Absolute quantities of particular compounds and total emission were correlated for almost all individual compounds, except for three minor ones, which were either not expressed or expressed in very small quantities, namely bisabolene and cycloisosativene/ For almost all compounds, there was a minor but significant block effect. Repeatability was remarkably high for all compounds, ranging from 0.91 to 0.98 for absolute amounts and from 0.85 to 0.99 for relative amounts. Hence, our experimental design allowed us to characterize the inbred lines by their odor profiles with a very good confidence. Accordingly, the residual coefficients of variation (CVs) ranged between 10% and 50%. The two sesquiterpenes with a residual CV higher than 70% were detected in significant amounts in four lines only. So their high CV values are due to very low average quantities in the whole genotype set. Like for the total volatile emission, most of the phenotypic variation in the release of individual compounds is due to genetic differences among the lines; values for broad-sense heritability ranged from 0.50 to 0.94. They were similar for absolute and relative amounts, except for 4,8,12-trimethyl-1,3,7,11-tridecatetraene and the two aromatic compounds 1-H-indole and methyl anthranilate.
The first axis of a principal component analysis (PCA) on least square means of absolute amounts accounted for 40% of the total variation. It was positively correlated with the quantity of all compounds and hence separated the lines according to total volatile emission. Therefore, we focused rather on the proportions of the compounds in the blend, the chemical signature, as this characteristic may better distinguish between lines from different geographic origins. Plots of the factor loadings from a PCA on relative amounts show clusters of compounds whose proportions in the blend were correlated: six sesquiterpenes, including trans-
The first principal component axis (27% of the variation) is highly positively correlated with the proportions of the above-mentioned six sesquiterpenes, and the second axis (18% of the variation) is positively correlated to acetate esters and negatively correlated to homoterpenes and the two sesquiterpenes cycloisosativene (MS)/ -ylangene (MS). Lines from different origins were not clearly separated along these two axes. Only axis 3 (11% of the variation), which is highly positively correlated to (E)- -caryophyllene and to a lesser degree to germacrene-D (MS) and (E,E)- -farnesene, splits the European Flint lines from the American Dent lines of the Minnesota 13 complex (Fig. 2). The two apparent outliers F7001 and F1852 are actually of mixed origin. European Flint lines were characterized by on average higher release rates of (E)- -caryophyllene as compared to Minnesota 13 complex and Early Dent lines.
The distances among the lines according to the volatile profiles and the corresponding genetic distances based on RFLP markers were not in agreement (r = 0.009): closely related lines exhibit similar volatile profiles, while genetically distant lines may release qualitatively either similar or very distinct odor blends (Fig. 3).
Our study revealed an impressive variability among the lines in the absolute quantity of odors emitted as well as in the qualitative composition of the blend, both characters that are to a large degree genetically determined. Maternal effects could not be estimated by this experiment but are expected to have had little impact on the differences between the lines because they were obtained by sexual reproduction (controlled selfing) and seeds were produced the same year in the same location. The extent of variation observed in this study by far surpasses what was recorded in previous studies with European maize hybrids (Gouinguené et al., 2001
Injection of caterpillar regurgitate proved a powerful method to induce the emission of considerable amounts of volatiles. With few exceptions, the characteristic odor pattern of each line observed with the injection method was remarkably similar to that obtained by exposing plants to caterpillar damage for 1 d. A perfect match cannot be expected because the proportion of a specific compound in the blend depends to some degree on the overall strength of the elicitation, as different compounds show different dose-response curves to elicitors (T. Degen, unpublished data). If the induction is only weak, for example, already constitutively present compounds are expected to be more dominant in the odor blend. Differences in the time course of induction among the compounds (Turlings et al., 1998b
While PCA based on RFLP markers showed a clear-cut separation between European flint lines and U.S. dent lines (Dubreuil et al., 1996
Strong correlations among the variable compounds as illustrated by the clusters for the factor loadings of the PCA may mostly reflect shared biosynthetic pathways of the volatiles concerned. For example, common genetic factors, terpene synthases, may be involved in the formation of the terpene alcohols linalool, (E)-nerolidol, and geranyllinalool from the respective universal mono-, sesqui-, and diterpene precursors geranyl-, farnesyl-, and geranylgeranyldiphosphates. The two homoterpenes (3E)-4,8-dimethyl-1,3,7-nonatriene and (3E,7E)-4,8,12-trimethyl-1,3,7,11-decatetraene are oxidative degradation products of (E)-nerolidol and geranyllinalool, respectively (Boland et al., 1999
Quantitative protein data were reported to give a picture of relationships between lines clearly different from that obtained by RFLP markers (Burstin et al., 1994
For some tritrophic systems, recent studies pointed at an intriguing degree of sophistication in the communication between plants and the third trophic level, inasmuch as the odor blends released by the plants may provide specific information on the identity of the attacking herbivore and, hence, on its suitability for the prey-seeking carnivores (De Moraes et al., 1998
One of the major unsolved problems to be addressed in future studies is the identification of the behaviorally active components in herbivore-induced odor blends and of optimal combinations of such semiochemicals for attraction of predators and parasitoids (Dicke and van Loon, 2000
Plant Sources
Thirty-one maize (Zea mays) inbred lines were chosen from the collection of the Station de Génétique Végétale, Ferme du Moulon, INRA Gif-sur-Yvette, France, in order to cover as much of the genetic diversity as possible from lines used by breeders in Europe and North America. In a previous RFLP study (Dubreuil et al., 1996
Seeds were kept in petri dishes lined with moist filter paper until germination and then transferred individually into plastic pots (volume 360 mL) filled with a mixture of regular potting soil and vermiculite. The seedlings were grown in a climate chamber under the following conditions: 23°C, 60% relative humidity, and 40,000 lm/m2 with a photoperiod of 16-h-light/8-h-dark and light phase starting at 1 AM. They were used for the experiments about 10 d after germination, when they had developed on average four leaves and the fifth leaf started to show (mean shoot dry weight ± SD = 0.26 ± 0.08 g).
Regurgitant for odor induction was collected from third- to fifth-instar larvae of Spodoptera littoralis Boisd. (Turlings et al., 1993a
The seedlings were cut off at the stem base with a razor blade and placed with the severed end in a small glass vial filled with water and sealed with cotton wool, before being introduced into a previously described (Turlings et al., 1991
Chemical analyses were performed with a Hewlett-Packard HP 6890 series gas chromatograph (Palo Alto, CA) equipped with an automated on-column injection system and a flame ionization detector. A 3-µL aliquot of each sample was injected into an apolar EC-1 capillary column (30 m, 0.25 mm i.d., 0.25 µm film thickness; Alltech Associates) preceded by a deactivated retention gap (10 m, 0.25 mm i.d.; Connex; Agilent, Palo Alto, CA) and a deactivated pre-column (30 cm, 0.53 mm ID, Connex). Helium at 24 cm/s was used as carrier gas. Following injection, column temperature was maintained at 50°C for 3 min, raised to 230°C at 8°C/min, and held at 230°C for 9.5 min. The detected volatiles were quantified based on comparison of their peak area with those of the internal standards and identified by comparison of retention times with those observed in previous analyses (Turlings et al., 1998b
The 32 different genotypes, 31 inbred lines, and the commercial hybrid Delprim were analyzed in a randomized block design. Each block consisted of one plant of each genotype raised together in the growth chamber. The collection system allowed the simultaneous testing of five individual plants a day, which corresponded to one plot. Accordingly, seven plots (days) were necessary for the analysis of one block of the entire genotype set along with a blank, i.e. an empty glass cylinder containing a vial and moist cotton. Within each block, the plants and the blank were randomly assigned to the seven plots, and the experiment was repeated six times. A few missing data from plants that did not grow were replaced by blanks in the odor collection system. A total of 189 plants and 9 blanks were analyzed. For the second experiment with only 12 lines, 2 units with 5 collection chambers were available, and the lines were tested in 3 groups, each block including 4 plants belonging to different lines induced by caterpillar feeding, the 4 corresponding intact plants, a blank, and a Delprim hybrid as a reference. No significant differences in total odor emission were detected among induced Delprim plants belonging to the three different groups. The treatments, i.e. herbivore-damaged versus intact plants, were replicated six or seven times for each line.
Fifty prominent peaks in the chromatogram were integrated. Peaks for which no significant differences were found between the system blanks and the plant extracts were considered impurities and discarded from the analysis. For each compound, the odor quantities exhibited log-normal distributions. Consequently, for each selected compound k, the raw data
Caterpillars and eggs of S. littoralis were supplied by Novartis (Syngenta) Insect Control, Basel, and by Josette Chaufaux, INRA, Domaine de la Minière, Guyancourt, France. We thank Marisa Mamede and Christian Malosse for assistance with the experiments and the gas chromatography analyses, respectively. Received January 31, 2004; returned for revision April 29, 2004; accepted May 14, 2004.
1 This work was supported by the Swiss National Science Foundation (grant no. 823A053427), by the Roche Research Foundation, and by the Institut National d'Agriculture Paris-Grignon (INA P-G).
2 Present address: Agroscope RAC Changins, Swiss Federal Agricultural Research Station Changins, Route de Duillier, CH1260 Nyon, Switzerland. Article, publication date, and citation information can be found at www.plantphysiol.org/cgi/doi/10.1104/pp.104.039891. * Corresponding author; e-mail thomas.degen{at}rac.admin.ch; fax 41223621325.
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