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Article

Plant Glucosinolate Content and Host-Plant Preference and Suitability in the Small White Butterfly (Lepidoptera: Pieridae) and Comparison with Another Specialist Lepidopteran

by
Francisco Rubén Badenes-Pérez
1,2
1
Max Planck Institute for Chemical Ecology, Department of Entomology, 07745 Jena, Germany
2
Instituto de Ciencias Agrarias, Consejo Superior de Investigaciones Científicas, 28006 Madrid, Spain
Plants 2023, 12(11), 2148; https://doi.org/10.3390/plants12112148
Submission received: 16 March 2023 / Revised: 25 April 2023 / Accepted: 22 May 2023 / Published: 29 May 2023
(This article belongs to the Special Issue Advances in Induced Plant Defense and Biological Control)

Abstract

:
Glucosinolates are used in host-plant recognition by insects specialized on Brassicaceae, such as Pieris rapae L. (Lepidoptera: Pieridae). This research investigated the association between P. rapae oviposition and larval survival and host-plant glucosinolate content using 17 plant species in which glucosinolate content had previously been determined. Two-choice oviposition tests (comparing each plant species to Arabidopsis thaliana L.) and larval survival experiments showed that indolic glucosinolate content had a positive effect on oviposition preference and larval survival in P. rapae. In the host plants tested, the effects of indolic glucosinolates on oviposition preference and of glucosinolate complexity index and aliphatic glucosinolates without sulfur-containing side chains on total oviposition were smaller on P. rapae than on Plutella xylostella L. (Lepidoptera: Plutellidae), another lepidopteran specialized on glucosinolate-containing plants. This study suggests that high indolic glucosinolate content could make crop plants more susceptible to both P. rapae and P. xylostella, but this effect seems to be greater for P. xylostella. Additionally, as some differences in oviposition and larval survival between P. rapae and P. xylostella occurred in some individual plants, it cannot be concluded that bottom-up factors are always similar in these two specialist insects.

1. Introduction

Some plant orders are characterized by secondary metabolites that do not occur in other plants [1]. Plants in the order Brassicales typically contain glucosinolates, which are used, among other functions, for plant defense [2,3,4]. The main defense mechanism provided by glucosinolates occurs when they are hydrolized by myrosinases upon plant damage, producing isothiocyanates and other compounds that can be toxic to insects [5,6]. However, larvae of the small white butterfly Pieris rapae L. (Lepidoptera: Pieridae), also known as the imported cabbageworm, possess a nitrile-specifier protein that directs glucosinolate hydrolysis to the formation of the less toxic nitriles [7,8,9]. Glucosinolates can also act as feeding stimulants for larvae of P. rapae [10,11,12,13]. Compared to plants with lower glucosinolate content, plants with higher glucosinolate content have been shown to have more damage by larvae of P. rapae [14]. However, experiments conducted with Arabidopsis thaliana (L.) Heynh. and Brassica oleracea L. (Brassicaceae) found that some aliphatic glucosinolates can have a negative effect on the growth of P. rapae larvae [15,16], and in the case of B. oleracea, this effect can be influenced by plant age [16]. Additionally, a study found that allyl isothiocyanate, derived from the aliphatic glucosinolate sinigrin, reduced survival and growth in P. rapae larvae [17]. Another study conducted with B. oleracea found an association between the content of the indolic glucosinolate neoglucobrassicin and slower development of P. rapae larvae [18]. Other studies have shown no clear relationship between glucosinolate content and the presence, preference, and performance of P. rapae [19,20,21,22].
Glucosinolates can also act as host recognition cues for P. rapae prior to ovipositing on plants [10,23,24,25]. Even pure individual glucosinolates, such as allylglucosinolate, have been shown to stimulate oviposition in P. rapae [26]. Different glucosinolates can also stimulate oviposition differently, and P. rapae prefers indol-3-ylmethylglucosinolate and 2-phenylethylglucosinolate over allylglucosinolate [23,27,28]. On the other hand, indole-3-acetonitrile, which is derived from indol-3-ylmethylglucosinolate and can be present in the regurgitant of P. rapae larvae, can be an oviposition deterrent [29]. When comparing plants of the same species with different glucosinolate content, P. rapae also preferred to oviposit on lines with higher concentrations of total glucosinolates and lower concentrations of certain aliphatic glucosinolates [10,30,31].
Studies addressing the association between host-plant glucosinolate content and preference and suitability for P. rapae have been conducted comparing plants of the same or closely-related species, such as A. thaliana and B. oleracea. No previous studies have used a wide variety of plant species to investigate the effect of plant glucosinolate content on the plant preference and suitability for P. rapae. Here, 17 plant species containing a wide range of glucosinolates were used with the purpose of testing whether oviposition preference and larval survival were affected by glucosinolate content in P. rapae. The other objective of this research was to compare the oviposition preference and larval survival of P. rapae to previously determined oviposition preference and larval survival values of the diamondback moth, Plutella xylostella L. (Lepidoptera: Plutellidae), on the same plant species. The purpose of comparing these two lepidopteran species that use glucosinolate-containing plants as their host plants was to test if these two specialists showed a similar response to plant glucosinolate content. Pieris rapae can be an economic pest in cruciferous crops, although usually it is not as significant as a pest as P. xylostella [32,33,34,35,36]. Knowledge on the association between host-plant glucosinolate content and oviposition and suitability can be used in host-plant resistance and trap cropping strategies to reduce the damage caused by these lepidopterans.

2. Results

2.1. Two-Choice Oviposition Preference Tests

There were some significant differences in the oviposition preference index of P. rapae in the plants tested, both when considering the plants individually (the plant species compared to A. thaliana) (Table 1) as well as when comparing the oviposition preference index values among the different plant species (Table S1). Except for B. orientalis, values of oviposition preference index for P. rapae were below 1, indicating that A. thaliana would tend to be preferred. This trend for significant preference for A. thaliana was statistically confirmed in the comparisons with 11 of the plant species tested (Table 1). For the plant species tested, the only significant difference between the oviposition preference index values of P. rapae and P. xylostella occurred in the comparison with L. douglasii, on which P. rapae females did not oviposit at all, while P. xylostella showed a relatively high oviposition preference index value of 3.84 for this plant species (Table 1 and Table S2).
For the set of plants tested, the oviposition preference indexes of P. rapae and P. xylostella were not significantly correlated (Table S3). However, oviposition preference index was positively correlated with total oviposition in P. rapae and with total oviposition and larval survival in P. xylostella. The glucosinolate content and glucosinolate diversity indexes of the plants tested are shown in Tables S4 and S5. In both P. rapae and P. xylostella, indolic glucosinolate content had a significant effect on oviposition preference index (Table 2 and Table S6; Figure S1A). As shown in Table 2 by the negative value of the B regression coefficient for P. rapae, the effect of indolic glucosinolate content on oviposition preference index was greater for P. xylostella than for P. rapae.

2.2. No-Choice Oviposition Tests

Pieris rapae showed significant differences in total oviposition (p ≤ 0.001) across the plants tested; total oviposition was highest for C. spinosa, B. oleracea, and C. pratensis and lowest for C. papaya, L. douglasii, M. oleifera, and P. sativum on which no oviposition occurred (Table 3 and Table S7). When comparing the total oviposition of P. rapae and P. xylostella, there were significant differences between these two species for A. argenteum, A. caucasica, B. oleracea, C. bursa-pastoris, I. amara, L. douglasii, M. oleifera, P. sativum, and R. odorata (Table 3). On A. argenteum, A. caucasica, C. bursa-pastoris, I. amara, L. douglasii, M. oleifera, and P. sativum, total oviposition was higher for P. xylostella than for P. rapae, while in the case of B. oleracea and R. odorata, total oviposition was higher for P. rapae than for P. xylostella.
There was a significant positive correlation between total oviposition and larval survival in both P. rapae and P. xylostella (Table S3). For the set of plants tested, in both P. rapae and P. xylostella, the content of aliphatic glucosinolates without sulfur-containing side chains, glucosinolate complexity index, and Shannon’s diversity index for the four glucosinolate classes had a significant effect on total oviposition (Table 2 and Table S6; Figure S1B). As shown in Table 2 by the negative value of the B regression coefficient for P. rapae, the overall effects on total oviposition of aliphatic glucosinolates without sulfur-containing side chains, glucosinolate complexity index, and Shannon’s diversity index for the four glucosinolate classes were greater for P. xylostella than for P. rapae.

2.3. Abaxial vs. Adaxial Oviposition Preference

Pieris rapae preferred to oviposit on the adaxial leaf side in the case of A. thaliana and I. amara (Table 4). For the other plant species tested, the differences between abaxial and adaxial oviposition were not significant. The only significant difference in abaxial versus adaxial oviposition between P. rapae and P. xylostella occurred in A. thaliana, on which oviposition was mostly adaxial for P. rapae, while P. xylostella showed no significant preference for either leaf side on this plant species (Table S8).

2.4. Larval Survival Experiments

Pieris rapae showed significant differences in larval survival (p ≤ 0.001) across the plants tested. Survival was highest on B. oleracea, C. pratensis, R. odorata, A. thaliana, and B. vulgaris and lowest on the rest of the plants tested, in which no larvae survived (Table 5 and Table S9). When comparing the larval survival of P. rapae and P. xylostella, there were significant differences between these two species for L. douglasii, on which larvae of P. rapae did not survive, while the survival of P. xylostella was 66.7% (Table 5).
On the group of plants tested there was a highly significant positive correlation between larval survival and total oviposition in P. rapae, but this correlation was not significant when comparing larval survival and oviposition preference index (Table S3). Larval survival in P. rapae was also positively correlated with indolic glucosinolate content and glucosinolate complexity index. In P. xylostella, larval survival was only positively correlated with total oviposition. For the set of plants tested, in both P. rapae and P. xylostella, the content of indolic glucosinolates without sulfur-containing side chains and glucosinolate complexity index had a significant effect on total oviposition (Table 2 and Table S6; Figure S1C). These effects of glucosinolate content on larval survival were not significantly different between P. xylostella and P. rapae (Table 2).

3. Discussion

This research shows that for P. rapae and P. xylostella, oviposition preference index and larval survival values were positively affected by indolic glucosinolate content. Glucosinolate complexity index also affected larval survival in these two insects specialized on glucosinolate-containing plants. Aliphatic glucosinolates without sulfur-containing side chains, glucosinolate complexity index, and one of the Shannon’s diversity indexes considered had a significant effect on total oviposition. The overall effects of glucosinolate content on the oviposition preference index and total oviposition were greater on P. xylostella than on P. rapae. Although some differences on individual plants occurred, oviposition preference index values were positively correlated in P. rapae and P. xylostella but total oviposition and larval survival were not. This indicates that similarities occur between these two specialists, but there are also differences in oviposition and host-plant suitability.
The plants included in this study comprised a wide range of glucosinolates (32 in total), more than one fourth of the number of glucosinolates characterized from plants so far, which has been estimated to be somewhere between 88 and 137 [39]. However, glucosinolates are not the only factors affecting oviposition and herbivory in P. rapae. Phenolic acids and other plant metabolites can affect P. rapae oviposition [40,41]. Plant color, nitrogen and phosphorous content, environmental conditions, presence of conspecific larvae, and the physiological status of the insects can also influence P. rapae oviposition [42,43,44,45,46,47,48]. Spatial factors can also be important in P. rapae oviposition, as they tend to lay more eggs on isolated host plants [49,50]. Females of P. rapae use both olfactory and visual cues in host selection [51,52]. Pre-alighting behavior of P. rapae females in the field seems to involve passing over many suitable host plants and the spreading of eggs [42,50]. When comparing plants of the same species, ovipositing P. rapae seems to prefer larger plants [53,54]. Populations from different locations can differ in their host search and host selection behavior [55]. Cucurbitacins in species such as I. amara and cardenolides in some Erysimum spp. can be feeding deterrents for P. rapae larvae [56,57]. The presence of feeding deterrents has often been linked to host-plant unsuitability for P. rapae [56,57,58]. Unlike P. xylostella, whose larvae cannot survive on G-type B. vulgaris [59,60], P. rapae has a relatively high survival rate on this plant species.
Differences in abaxial versus adaxial leaf side oviposition occurred in some plant species for P. rapae. In two of the plant species tested, differences in abaxial versus adaxial oviposition were different for P. rapae and P. xylostella. Abaxial versus adaxial oviposition preference may affect the management of these insects. For example, some insecticide sprayers deposit more insecticide on the adaxial than on the abaxial leaf side [61], and larval parasitism is higher for P. rapae larvae located on the adaxial side of B. oleracea leaves [62]. In P. xylostella, it has been shown that egg susceptibility to rainfall is greater on the abaxial leaf side [63].
For the plant species tested here, the correlation between oviposition preference index and larval survival was not significant for either P. rapae or P. xylostella, although in the case of P. rapae, this correlation was almost significant. Another study also showed that some plant genotypes of A. thaliana had opposite effects on oviposition preference and larval performance in P. rapae [30]. However, in different sets of plants tested, the correlation between preference and performance was significant for these two herbivores [37,64,65]. The correlation between preference and performance, also referred to as ‘the mother knows best principle’, is considered to be stronger in oligophagous insects [66], such as P. rapae and P. xylostella.
The larval survival results shown here indicate that P. xylostella might have a broader host range than P. rapae. This could be due to P. xylostella being less selective when accepting host plants for oviposition and having more efficient detoxification means. In terms of glucosinolate detoxification, the mechanisms used by P. xylostella and P. rapae are different [7,8,9,67]. Some studies have shown that P. rapae larvae can be negatively affected by glucosinolates and their hydrolysis products [15,16,17], indicating that glucosinolate detoxification in P. rapae could be less effective than in P. xylostella.
Pieris brassicae L., a species closely related to P. rapae, is also found in association with glucosinolate-containing plants, and indolic glucosinolates also act as oviposition stimulants for this species [68,69,70].
This study did not compare the effect of individual glucosinolates on P. rapae oviposition and LS. However, in studies involving different lines of B. oleracea with different concentrations of individual glucosinolates, the content of certain individual glucosinolates has been associated with feeding suitability and abundance of P. rapae larvae [71]. As glucosinolates can be induced as a result of herbivory, including feeding by P. rapae larvae [72,73], glucosinolate content could have changed during the larval survival tests compared to the glucosinolate content of intact plants.
Even though glucosinolates can provide resistance against generalist herbivores and lengthen the development time of generalist larvae [74,75,76], in areas where the prevalent insect pests are the specialists P. rapae and P. xylostella, the use of crop varieties with low IN content could reduce insect damage. On the other hand, the preferential oviposition preference of P. rapae for plants with higher indolic glucosinolate content could be used in the selection of trap crops, which, unlike in P. xylostella, have so far not been tested successfully in the management of P. rapae [35,77,78,79].

4. Materials and Methods

4.1. Plant Growth, Glucosinolate Content, and P. rapae Culture

Among the 17 plant species tested, 10 belonged to 7 different subfamilies within the family Brassicaceae (order Brassicales), 6 belonged to 6 other families in the order Brassicales, and 1 (Pisum sativum L. cultivar Oregon Sugar Pod) belonged to the family Fabaceae (order Fabales) and was used as a control because it does not contain glucosinolates and is not a host plant for P. rapae (Table 6). For the different plant species used, the origin of the seeds can be found in Table S10. In natural conditions, these plant species overlap with P. rapae butterflies during the time of the year that females are actively searching for host plants to oviposit. Among the plants tested are some known to be highly attractive and suitable for P. rapae, such as B. vulgaris, B. oleracea, and C. pratensis [22,64,80]; some known to be poor hosts for P. rapae, such as B. orientalis, C. bursa-pastoris, and T. majus [23,64,81,82,83]; and some that have not previously been tested as host plants for this insect, such as C. papaya, L. douglasii, and M. oleifera. In addition to total glucosinolate content, four different classes of glucosinolates were distinguished: aliphatic with sulfur-containing side chains, other aliphatic, benzenic, and indolic. Glucosinolate diversity was analyzed taking into account the glucosinolate richness, Shannon’s diversity index for the four glucosinolate classes, Shannon’s diversity index for the relative concentrations of all individual glucosinolates, and glucosinolate complexity index for each plant [37]. Arabidopsis thaliana plants were grown in a climate chamber (10:14 h light/dark, 21 ± 2 °C and 55 ± 5 RH), and the other plant species were grown in a greenhouse (16:8 h light/dark, 25 ± 3 °C). Plants were grown in 7 × 7 × 8-cm pots using peat moss substrate with clay. All plants used in the experiments were 5 to 6 weeks old at the beginning of the experiments. The P. rapae insects used were collected in Jena, Germany, and were successively reared on cabbage plants. Insects were reared in environmental growth chambers (16:8 h light:dark, 21 ± 2 °C and 55 ± 5 RH).

4.2. Two-Choice Oviposition Preference Tests

Two-choice oviposition experiments were conducted in comparison with A. thaliana (i.e., one plant of any of the tested types versus one plant of A. thaliana) to measure oviposition preference, similarly to previous studies conducted with P. xylostella [42]. Arabidopsis thaliana was chosen as a reference plant in the two-choice tests because it is the most widely available and used model plant and also because it has also been extensively studied in glucosinolate research. The experimental arenas used consisted of 32.5 × 32.5 × 32.5 cm polyester cages with 96 × 26 mesh (MegaView Science Education Services Co., Ltd., Taichung, Taiwan). Multiple cages were used, each of which was considered a replicate. Two pairs of P. rapae butterflies (two females and two males, <3 days old) were released in each cage. To provide a food source for the butterflies, a small plastic cup with a 10% sugar solution on cotton was placed in the middle of each cage. The experiment was replicated at least three times for each plant comparison. Two days after releasing the butterflies, the number of eggs on the plants was counted in the laboratory. An oviposition preference index was calculated as the number of eggs laid on each individual plant divided by the number of eggs laid on the A. thaliana plant that it was compared with in the same cage [42]. An oviposition preference index = 1 indicated no difference in oviposition preference between A. thaliana and the alternative plant species it was compared with; an oviposition preference index <1 indicated that A. thaliana would tend to be preferred; and an oviposition preference index >1 indicated that P. rapae would tend to prefer the alternative plant species over A. thaliana.

4.3. No-Choice Oviposition Tests

Oviposition experiments were conducted as described above for the two-choice oviposition preference experiments but with only 1 single plant of the 17 species tested. Total oviposition on each plant was replicated at least three times.

4.4. Abaxial vs. Adaxial Oviposition Preference

The numbers of eggs on the abaxial and adaxial leaf sides of each plant were also recorded in the two-choice and no-choice oviposition preference tests described above in order to determine if P. rapae had a particular oviposition preference for either abaxial or adaxial leaf surfaces in the plant species tested.

4.5. Larval Survival Experiments

Five first-instar P. rapae larvae (<2 d after hatching) were randomly placed on five fully expanded leaves within each plant. The same procedure was repeated on three plants (n = 3) for each plant type. When necessary, in case of extensive defoliation of a plant, larvae were transferred to a new plant of the same age. To prevent larval movement between plants, plants were kept individually in either 32.5 × 32.5 × 32.5 cm cages with 96 × 26 mesh (MegaView Science Education Services Co., Ltd., Taichung, Taiwan) or in larger 61 × 61 × 61 cm cages with 32 × 32 mesh (BioQuip Products, Rancho Dominguez, CA, USA). Larval survival was recorded as the percentage of individuals that reached pupation per plant.

4.6. Statistical Analysis

Data comparing insect oviposition preference between the different plant types and A. thaliana and between abaxial and adaxial leaf surfaces were analyzed using a one-tailed, two-sample test of proportions using STATA® version 15.1 with significance at p ≤ 0.05. Data comparing values of oviposition preference index, abaxial oviposition, and larval survival between P. rapae and P. xylostella were analyzed using a one-tailed, two-sample test of proportions using STATA®. Data comparing total oviposition values on the different plant species between P. rapae and P. xylostella were analyzed either using ANOVA if the data were parametric or using the Moses test of extreme reactions if the data were non-parametric using SPSS® version 28.0.1.0. Correlations between oviposition and larval survival in P. rapae and P. xylostella were performed using two-tailed Spearman’s correlations with SPSS®. Categorical principal component analysis (CATPCA) was performed with SPSS® to explore the relationships between glucosinolate content and oviposition and larval survival in the two insects tested. After the exploratory use of CATPCA, to confirm the effect of glucosinolates on oviposition and larval survival on the two insect species, a generalized linear model with a Poisson probability distribution with log link function was used by means of the GENLIN procedure of SPSS®. Only the variables with values of correlation to oviposition and larval survival above 0.35 in the CATPCA were considered in the GENLIN model. The significance of the variables in the model was assessed using Wald Chi-square tests. Variables that did not have a significant effect were removed from the model. Data comparing P. rapae oviposition preference index and larval survival in the different plants tested were analyzed using the Kruskal–Wallis test with SPSS®. Prior to GENLIN analysis, the values of oviposition preference index were multiplied by 100 and then rounded to the nearest integer, while the values of total oviposition and larval survival were multiplied by 10 and then rounded to the nearest integer. The rest of the statistical analyses were performed with untransformed data.

5. Conclusions

This research shows that for P. rapae and P. xylostella, oviposition preference index and larval survival values were positively affected by indolic glucosinolate content. Glucosinolate complexity index also affected larval survival and total oviposition in these two insects specialized on glucosinolate-containing plants. Aliphatic glucosinolates without sulfur-containing side chains and one of the Shannon’s diversity indexes considered had a significant effect on total oviposition. The overall effects of glucosinolate content on the oviposition preference index and total oviposition were greater on P. xylostella than on P. rapae. Individual differences in oviposition and larval survival also occurred between P. rapae and P. xylostella in some host plants. These indicate that the significance of bottom-up factors is not necessarily similar for these two specialist insects.

Supplementary Materials

The following supporting information can be downloaded at https://www.mdpi.com/article/10.3390/plants12112148/s1, Table S1: Pairwise comparisons in OPI between plant species after conducting Kruskal–Wallis tests; Table S2: Comparison between P. rapae and P. xylostella for the percentage of eggs laid on plant species tested compared to A. thaliana (n = 3). Significant differences are shown in bold type; Table S3: Significance of correlations between oviposition preference index in two-choice tests (OPI), total oviposition in no-choice tests (TO), and larval survival (LS) for P. rapae and P. xylostella in the plants tested; Table S4: Mean ± SE glucosinolate content (µmol g-1 plant dry weight) in the plants tested [37]; Table S5: Total glucosinolate content (TOT) and content of aliphatic glucosinolates with sulfur-containing side chains (AS), other aliphatic glucosinolates (AO), benzenic glucosinolates (BEN), and indolic glucosinolates (IN) for each of the plant types tested (A). Glucosinolate richness (S), Shannon’s diversity index for the four glucosinolate classes (HA), Shannon’s diversity index for the relative concentrations of all individual glucosinolates (HB), and chemical complexity index for glucosinolates (CCI) for each of the plant types tested (B) [37]; Table S6: Correlations between oviposition preference index (OPI), total oviposition (TO), and larval survival (LS) and glucosinolate richness (S), Shannon’s diversity index for the four glucosinolate classes (HA), Shannon’s diversity index for the relative concentrations of all individual glucosinolates (HB), glucosinolate complexity index (GCI), total glucosinolate content (TOT), aliphatic glucosinolates with sulfur-containing side chains (AS), other aliphatic glucosinolates (AO), benzenic (BEN), and indolic glucosinolates (IN) as shown by CATPCA analysis; Table S7: Pairwise comparisons in total oviposition in no-choice tests (TO) between plant species after conducting Kruskal–Wallis tests; Table S8: Comparison between P. rapae and P. xylostella for the percentage of eggs laid on the abaxial side of the leaves in the plant species tested (n = 3–96, except in the case of A. argenteum, C. bursa-pastoris, and T. majus for P. rapae and in the case of C. papaya and M. oleifera for P. xylostella, in which n = 2); Table S9: Pairwise comparisons in total oviposition in no-choice tests (TO) between plant species after conducting Kruskal–Wallis tests; Table S8: Pairwise comparisons in larval survival (LS) between plant species after conducting Kruskal–Wallis tests; Table S10: Origin of the seeds of the plant species tested; Figure S1: CATPCA plots showing the relationship between oviposition preference index (OPI) (A), total oviposition (TO) (B), and larval survival (LS) (C) and total glucosinolate content (TOT) and content of aliphatic glucosinolates with sulfur-containing side chains (AS), other aliphatic glucosinolates (AO), benzenic glucosinolates (BEN), and indolic glucosinolates (IN) in the plant species tested. Reference [37] is cited in the Supplementary Materials.

Funding

This research was funded by the Max Planck Society.

Data Availability Statement

The data that support the findings of this study are available from the author upon reasonable request.

Acknowledgments

I thank David G. Heckel, Johnathan Gershenzon, and Michael Reichelt for various types of help and support in this research. I thank Jutta Steffen, Christin Heinrich, Natascha Rauch, and Bettina Raguschke, who helped with insect rearing and/or technical assistance during the experiments; Birgit Hohmann, who helped in plant cultivation; Laura Barrios, who provided advice with statistical analysis; and Niels Agerbirk, who provided seeds of B. vulgaris.

Conflicts of Interest

The author declares no conflict of interest.

References

  1. Schoonhoven, L.M.; Van Loon, J.J.; Dicke, M. Insect-Plant Biology; Schoonhoven, L.M., Ed.; Oxford University Press: Oxford, UK, 2005. [Google Scholar]
  2. Fahey, J.W.; Zalcmann, A.T.; Talalay, P. The chemical diversity and distribution of glucosinolates and isothiocyanates among plants. Phytochemistry 2001, 56, 5–51. [Google Scholar] [CrossRef]
  3. Halkier, B.A.; Gershenzon, J. Biology and biochemistry of glucosinolates. Annu. Rev. Plant Biol. 2006, 57, 303–333. [Google Scholar] [CrossRef]
  4. Mithen, R.; Bennett, R.; Marquez, J. Glucosinolate biochemical diversity and innovation in the Brassicales. Phytochemistry 2010, 71, 2074–2086. [Google Scholar] [CrossRef] [PubMed]
  5. Bones, A.; Rossiter, J. The glucosinolate-myrosinase system, its organisation and biochemistry. Physiol. Plant. 1996, 97, 194–208. [Google Scholar] [CrossRef]
  6. Hopkins, R.J.; van Dam, N.M.; van Loon, J.J.A. Role of glucosinolates in insect-plant relationships and multitrophic interactions. Annu. Rev. Entomol. 2009, 54, 57–83. [Google Scholar] [CrossRef]
  7. Agerbirk, N.; Olsen, C.E.; Poulsen, E.; Jacobsen, N.; Hansen, P.R. Complex metabolism of aromatic glucosinolates in Pieris rapae caterpillars involving nitrile formation, hydroxylation, demethylation, sulfation, and host plant dependent carboxylic acid formation. Insect Biochem. Mol. Biol. 2010, 40, 126–137. [Google Scholar] [CrossRef]
  8. Jeschke, V.; Gershenzon, J.; Vassão, D.G. Chapter Eight—Insect detoxification of glucosinolates and their hydrolysis products. In Advances in Botanical Research; Kopriva, S., Ed.; Glucosinolates; Academic Press: Cambridge, MA, USA, 2016; Volume 80, pp. 199–245. [Google Scholar]
  9. Wittstock, U.; Agerbirk, N.; Stauber, E.J.; Olsen, C.E.; Hippler, M.; Mitchell-Olds, T.; Gershenzon, J.; Vogel, H. Successful herbivore attack due to metabolic diversion of a plant chemical defense. Proc. Natl. Acad. Sci. USA 2004, 101, 4859–4864. [Google Scholar] [CrossRef]
  10. Müller, R.; de Vos, M.; Sun, J.; Sønderby, I.; Halkier, B.; Wittstock, U.; Jander, G. Differential effects of indole and aliphatic glucosinolates on lepidopteran herbivores. J. Chem. Ecol. 2010, 36, 905–913. [Google Scholar] [CrossRef] [PubMed]
  11. Renwick, J.A.A.; Lopez, K. Experience-based food consumption by larvae of Pieris rapae: Addiction to glucosinolates? Entomol. Exp. Appl. 1999, 91, 51–58. [Google Scholar] [CrossRef]
  12. van Loon, J.J.A.; Wang, C.Z.; Nielsen, J.K.; Gols, R.; Qiu, Y.T. Flavonoids from cabbage are feeding stimulants for diamondback moth larvae additional to glucosinolates: Chemoreception and behaviour. Entomol. Exp. Appl. 2002, 104, 27–34. [Google Scholar] [CrossRef]
  13. Yang, J.; Guo, H.; Jiang, N.-J.; Tang, R.; Li, G.-C.; Huang, L.-Q.; van Loon, J.J.A.; Wang, C.-Z. Identification of a gustatory receptor tuned to sinigrin in the cabbage butterfly Pieris rapae. PLoS Genet. 2021, 17, e1009527. [Google Scholar] [CrossRef]
  14. Giamoustaris, A.; Mithen, R. The effect of modifying the glucosinolate content of leaves of oilseed rape (Brassica napus ssp. oleifera) on its interaction with specialist and generalist pests. Ann. Appl. Biol. 1995, 126, 347–363. [Google Scholar]
  15. Kos, M.; Houshyani, B.; Wietsma, R.; Kabouw, P.; Vet, L.E.M.; van Loon, J.J.A.; Dicke, M. Effects of glucosinolates on a generalist and specialist leaf-chewing herbivore and an associated parasitoid. Phytochemistry 2012, 77, 162–170. [Google Scholar] [CrossRef] [PubMed]
  16. Santolamazza-Carbone, S.; Sotelo, T.; Velasco, P.; Cartea, M.E. Antibiotic properties of the glucosinolates of Brassica oleracea var. acephala similarly affect generalist and specialist larvae of two lepidopteran pests. J. Pest Sci. 2016, 89, 195–206. [Google Scholar]
  17. Agrawal, A.A.; Kurashige, N.S. A role for isothiocyanates in plant resistance against the specialist herbivore Pieris rapae. J. Chem. Ecol. 2003, 29, 1403–1415. [Google Scholar] [CrossRef] [PubMed]
  18. Gols, R.; Wagenaar, R.; Bukovinszky, T.; Dam, N.M.V.; Dicke, M.; Bullock, J.M.; Harvey, J.A. Genetic variation in defense chemistry in wild cabbage affects herbivores and their endoparasitoids. Ecology 2008, 89, 1616–1626. [Google Scholar] [CrossRef]
  19. Newton, E.; Bullock, J.; Hodgson, D. Temporal consistency in herbivore responses to glucosinolate polymorphism in populations of wild cabbage (Brassica oleracea). Oecologia 2010, 164, 689–699. [Google Scholar] [CrossRef]
  20. Newton, E.; Bullock, J.; Hodgson, D. Glucosinolate polymorphism in wild cabbage (Brassica oleracea) influences the structure of herbivore communities. Oecologia 2009, 160, 63–76. [Google Scholar] [CrossRef]
  21. Poelman, E.H.; Van Loon, J.J.A.; Van Dam, N.M.; Vet, L.E.M.; Dicke, M. Performance of specialist and generalist herbivores feeding on cabbage cultivars is not explained by glucosinolate profiles. Entomol. Exp. Appl. 2008, 127, 218–228. [Google Scholar] [CrossRef]
  22. van Leur, H.; Vet, L.E.M.; van der Puten, W.H.; van Dam, N.M. Barbarea vulgaris glucosinolate phenotypes differentially affect performance and preference of two different species of lepidopteran herbivores. J. Chem. Ecol. 2008, 34, 121–131. [Google Scholar] [CrossRef]
  23. Renwick, J.A.A.; Radke, C.D.; Sachdev-Gupta, K.; Städler, E. Leaf surface chemicals stimulating oviposition by Pieris rapae (Lepidoptera: Pieridae) on cabbage. Chemoecology 1992, 3, 33–38. [Google Scholar] [CrossRef]
  24. Renwick, J.A.A.; Chew, F.S. Oviposition behavior in Lepidoptera. Annu. Rev. Entomol. 1994, 39, 377–400. [Google Scholar] [CrossRef]
  25. Sun, J.; Sønderby, I.; Halkier, B.; Jander, G.; de Vos, M. Non-volatile intact indole glucosinolates are host recognition cues for ovipositing Plutella xylostella. J. Chem. Ecol. 2009, 35, 1427–1436. [Google Scholar] [CrossRef] [PubMed]
  26. Verschaffelt, E. The cause determining the selection of food in some herbivorous insects. Proc. Acad. Sci. Amst. 1911, 13, 536–542. [Google Scholar]
  27. Städler, E.; Renwick, J.A.A.; Radke, C.D.; Sachdev-Gupta, K. Tarsal contact chemoreceptor response to glucosinolates and cardenolides mediating oviposition in Pieris rapae. Physiol. Entomol. 1995, 20, 175–187. [Google Scholar] [CrossRef]
  28. Traynier, R.M.M.; Truscott, R.J.W. Potent natural egg-laying stimulant for cabbage butterfly Pieris rapae. J. Chem. Ecol. 1991, 17, 1371–1380. [Google Scholar] [CrossRef]
  29. De Vos, M.; Kriksunov, K.L.; Jander, G. Indole-3-acetonitrile production from indole glucosinolates deters oviposition by Pieris rapae. Plant Physiol. 2008, 146, 916–926. [Google Scholar] [CrossRef]
  30. Coolen, S.; van Dijen, M.; Van Pelt, J.A.; Van Loon, J.J.A.; Pieterse, C.M.J.; Van Wees, S.C.M. Genome-wide association study reveals WRKY42 as novel player in oviposition preference of Pieris butterflies. J. Exp. Bot. 2023, 74, 1690–1704. [Google Scholar] [CrossRef]
  31. Poelman, E.H.; van Dam, N.; van Loon, J.J.A.; Vet, L.E.M.; Dicke, M. Chemical diversity in Brassica oleracea affects biodiversity of insect herbivores. Ecology 2009, 90, 1863–1877. [Google Scholar] [CrossRef]
  32. Badenes-Pérez, F.R.; Márquez, B.P.; Petitpierre, E. Can flowering Barbarea spp. (Brassicaceae) be used simultaneously as a trap crop and in conservation biological control? J. Pest Sci. 2017, 90, 623–633. [Google Scholar] [CrossRef]
  33. Bonnemaison, L. Insect pests of crucifers and their control. Annu. Rev. Entomol. 1965, 10, 233–256. [Google Scholar] [CrossRef]
  34. Cartea, M.E.; Padilla, G.; Vilar, M.; Velasco, P. Incidence of the major Brassica pests in northwestern Spain. J. Econ. Entomol. 2009, 102, 767–773. [Google Scholar] [CrossRef] [PubMed]
  35. Luther, G.C.; Valenzuela, H.R.; Defrank, J. Impact of cruciferous trap crops on lepidopteran pests of cabbage in Hawaii. J. Econ. Entomol. 1996, 25, 39–47. [Google Scholar] [CrossRef]
  36. Shelton, A.M.; Andaloro, J.T.; Barnards, J. Effects of cabbage looper, imported cabbageworm, and diamondback moth on fresh market and processing cabbage. J. Econ. Entomol. 1982, 75, 742–745. [Google Scholar] [CrossRef]
  37. Badenes-Pérez, F.R.; Gershenzon, J.; Heckel, D.G. Plant glucosinolate content increases susceptibility to diamondback moth (Lepidoptera: Plutellidae) regardless of its diet. J. Pest Sci. 2020, 93, 491–506. [Google Scholar] [CrossRef]
  38. Badenes-Pérez, F.R.; Heckel, D.G. Intraspecific and interstage similarities in host-plant preference in the diamondback moth (Lepidoptera: Plutellidae). Horticulturae 2023, 9, 39. [Google Scholar] [CrossRef]
  39. Blažević, I.; Montaut, S.; Burčul, F.; Olsen, C.E.; Burow, M.; Rollin, P.; Agerbirk, N. Glucosinolate structural diversity, identification, chemical synthesis and metabolism in plants. Phytochemistry 2020, 169, 112100. [Google Scholar] [CrossRef]
  40. Renwick, J.A.A.; Radke, C.D. Sensory cues in host selection for Oviposition by the cabbage butterfly, Pieris rapae. J. Insect Physiol. 1988, 34, 251–257. [Google Scholar] [CrossRef]
  41. Walker, K.S.; Bray, J.L.; Lehman, M.E.; Lentz-Ronning, A.J. Effects of host plant phenolic acids and nutrient status on oviposition and feeding of the cabbage white butterfly, Pieris rapae. Bios 2014, 85, 95–101. [Google Scholar] [CrossRef]
  42. Hern, A.; EdwardsJones, G.; McKinlay, R.G. A review of the pre-oviposition behaviour of the small cabbage white butterfly, Pieris rapae (Lepidoptera: Pieridae). Ann. Appl. Biol. 1996, 128, 349–371. [Google Scholar] [CrossRef]
  43. Hovanitz, W.; Chang, V.C.S. Adult oviposition responses in Pieris rapae. J. Res. Lepid. 1964, 3, 159–172. [Google Scholar] [CrossRef]
  44. Jaumann, S.; Snell-Rood, E.C. Adult nutritional stress decreases oviposition choosiness and fecundity in female butterflies. Behav. Ecol. 2019, 30, 852–863. [Google Scholar] [CrossRef]
  45. Jaumann, S.; Snell-Rood, E.C. Trade-offs between fecundity and choosiness in ovipositing butterflies. Anim. Behav. 2017, 123, 433–440. [Google Scholar] [CrossRef]
  46. Myers, J.H. Effect of physiological condition of the host plant on the ovipositional choice of the cabbage white butterfly, Pieris rapae. J. Anim. Ecol. 1985, 54, 193–204. [Google Scholar] [CrossRef]
  47. Sato, Y.; Yano, S.; Takabayashi, J.; Ohsaki, N. Pieris rapae (Ledidoptera: Pieridae) females avoid oviposition on Rorippa indica plants infested by conspecific larvae. Appl. Entomol. Zool. 1999, 34, 333–337. [Google Scholar] [CrossRef]
  48. Shiojiri, K.; Sabelis, M.; Takabayashi, J. Oviposition preference of cabbage white butterflies in the framework of costs and benefits of interspecific herbivore associations. R. Soc. Open Sci. 2015, 2, 150524. [Google Scholar] [CrossRef]
  49. Jones, R.E. Movement patterns and egg distribution in cabbage butterflies. J. Anim. Ecol. 1977, 46, 195–212. [Google Scholar] [CrossRef]
  50. Root, R.B.; Kareiva, P.M. The search for resources by cabbage butterflies (Pieris rapae): Ecological consequences and adaptive significance of markovian movements in a patchy environment. Ecology 1984, 65, 147–165. [Google Scholar] [CrossRef]
  51. Ikeura, H.; Kobayashi, F.; Hayata, Y. How do Pieris rapae search for Brassicaceae host plants? Biochem. Syst. Ecol. 2010, 38, 1199–1203. [Google Scholar] [CrossRef]
  52. Tsuji, J.; Coe, L. Effects of foliage color on the landing response of Pieris rapae (Lepidoptera: Pieridae). Environ. Entomol. 2014, 43, 989–994. [Google Scholar] [CrossRef]
  53. Hasenbank, M.; Hartley, S. Weaker resource diffusion effect at coarser spatial scales observed for egg distribution of cabbage white butterflies. Oecologia 2015, 177, 423–430. [Google Scholar] [CrossRef]
  54. Lund, M.; Brainard, D.C.; Szendrei, Z. Cue hierarchy for host plant selection in Pieris rapae. Entomol. Exp. Appl. 2019, 167, 330–340. [Google Scholar] [CrossRef]
  55. Jones, R.E.; Ives, P.M. The adaptiveness of searching and host selection behaviour in Pieris rapae (L.). Aust. J. Ecol. 1979, 4, 75–86. [Google Scholar] [CrossRef]
  56. Sachdev-Gupta, K.; Radke, C.D.; Renwick, J.A.A. Antifeedant activity of cucurbitacins from Iberis amara against larvae of Pieris rapae. Phytochemistry 1993, 33, 1385–1388. [Google Scholar] [CrossRef]
  57. Sachdev-Gupta, K.; Radke, C.; Renwick, J.A.A.; Dimock, M.B. Cardenolides from Erysimum cheiranthoides: Feeding deterrents to Pieris rapae larvae. J. Chem. Ecol. 1993, 19, 1355–1369. [Google Scholar] [CrossRef]
  58. Huang, X.P.; Renwick, J.A.A. Chemical and experiential basis for rejection of Tropaeolum majus by Pieris rapae larvae. J. Chem. Ecol. 1995, 21, 1601–1617. [Google Scholar] [CrossRef] [PubMed]
  59. Agerbirk, N.; Olsen, C.E.; Bibby, B.M.; Frandsen, H.O.; Brown, L.D.; Nielsen, J.K.; Renwick, J.A.A. A saponin correlated with variable resistance of Barbarea vulgaris to the diamondback moth Plutella xylostella. J. Chem. Ecol. 2003, 29, 1417–1433. [Google Scholar] [CrossRef] [PubMed]
  60. Idris, A.B.; Grafius, E. The potential of using Barbarea vulgaris in insecticide-resistant diamondback moth management. Resist. Pest Manag. Newsl. 1994, 6, 7–8. [Google Scholar]
  61. Maski, D.; Durairaj, D. Effects of charging voltage, application speed, target height, and orientation upon charged spray deposition on leaf abaxial and adaxial surfaces. Crop Prot. 2010, 29, 134–141. [Google Scholar] [CrossRef]
  62. Tagawa, J.; Matsushita, A.; Watanabe, T. Leaf surface preference in the cabbage worm, Pieris rapae crucivora, and parasitism by the gregarious parasitoid Cotesia glomerata. Entomol. Exp. Appl. 2008, 129, 37–43. [Google Scholar] [CrossRef]
  63. Rahman, M.M.; Zalucki, M.P.; Furlong, M.J. Diamondback moth egg susceptibility to rainfall: Effects of host plant and oviposition behavior. Entomol. Exp. Appl. 2019, 167, 701–712. [Google Scholar] [CrossRef]
  64. Friberg, M.; Posledovich, D.; Wiklund, C. Decoupling of female host plant preference and offspring performance in relative specialist and generalist butterflies. Oecologia 2015, 178, 1181–1192. [Google Scholar] [CrossRef] [PubMed]
  65. Zhang, P.-J.; Lu, Y.; Zalucki, M.; Liu, S.-S. Relationship between adult oviposition preference and larval performance of the diamondback moth, Plutella xylostella. J. Pest Sci. 2012, 85, 247–252. [Google Scholar] [CrossRef]
  66. Gripenberg, S.; Mayhew, P.J.; Parnell, M.; Roslin, T. A Meta-analysis of preference-performance relationships in phytophagous insects. Ecol. Lett. 2010, 13, 383–393. [Google Scholar] [CrossRef]
  67. Ratzka, A.; Vogel, H.; Kliebenstein, D.J.; Mitchell-Olds, T.; Kroymann, J. Disarming the mustard oil bomb. Proc. Natl. Acad. Sci. USA 2002, 99, 11223–11228. [Google Scholar] [CrossRef]
  68. van Loon, J.J.A.; Blaakmeer, A.; Griepink, F.C.; van Beek, T.A.; Schoonhoven, L.M.; de Groot, A. Leaf surface compound from Brassica oleracea (Cruciferae) induces oviposition by Pieris brassicae (Lepidoptera: Pieridae). Chemoecology 1992, 3, 39–44. [Google Scholar] [CrossRef]
  69. Schweizer, F.; Fernández-Calvo, P.; Zander, M.; Diez-Diaz, M.; Fonseca, S.; Glauser, G.; Lewsey, M.G.; Ecker, J.R.; Solano, R.; Reymond, P. Arabidopsis basic helix-loop-helix transcription factors MYC2, MYC3, and MYC4 regulate glucosinolate biosynthesis, insect performance, and feeding behavior. Plant Cell 2013, 25, 3117–3132. [Google Scholar] [CrossRef]
  70. Okamura, Y.; Dort, H.; Reichelt, M.; Tunström, K.; Wheat, C.W.; Vogel, H. Testing hypotheses of a coevolutionary key innovation reveals a complex suite of traits involved in defusing the mustard oil bomb. Proc. Natl. Acad. Sci. USA 2022, 119, e2208447119. [Google Scholar] [CrossRef]
  71. Santolamazza-Carbone, S.; Velasco, P.; Soengas, P.; Cartea, M.E. Bottom-up and top-down herbivore regulation mediated by glucosinolates in Brassica oleracea var. acephala. Oecologia 2014, 174, 893–907. [Google Scholar] [CrossRef]
  72. Gols, R.; van Dam, N.M.; Reichelt, M.; Gershenzon, J.; Raaijmakers, C.E.; Bullock, J.M.; Harvey, J.A. Seasonal and herbivore-induced dynamics of foliar glucosinolates in wild cabbage (Brassica oleracea). Chemoecology 2018, 28, 77–89. [Google Scholar] [CrossRef]
  73. Mewis, I.; Tokuhisa, J.G.; Schultz, J.C.; Appel, H.M.; Ulrichs, C.; Gershenzon, J. Gene expression and glucosinolate accumulation in Arabidopsis thaliana in response to generalist and specialist herbivores of different feeding guilds and the role of defense signaling pathways. Phytochemistry 2006, 67, 2450–2462. [Google Scholar] [CrossRef] [PubMed]
  74. Badenes-Pérez, F.R.; Cartea, M.E. Glucosinolate induction and resistance to the cabbage moth, Mamestra brassicae, differs among kale genotypes with high and low content of sinigrin and glucobrassicin. Plants 2021, 10, 1951. [Google Scholar] [CrossRef] [PubMed]
  75. Jeschke, V.; Zalucki, J.M.; Raguschke, B.; Gershenzon, J.; Heckel, D.G.; Zalucki, M.P.; Vassão, D.G. So much for glucosinolates: A generalist does survive and develop on Brassicas, but at what cost? Plants 2021, 10, 962. [Google Scholar] [CrossRef]
  76. Jeschke, V.; Kearney, E.E.; Schramm, K.; Kunert, G.; Shekhov, A.; Gershenzon, J.; Vassão, D.G. How glucosinolates affect generalist lepidopteran larvae: Growth, development and glucosinolate metabolism. Front. Plant Sci. 2017, 8, 1995. [Google Scholar] [CrossRef]
  77. Badenes-Pérez, F.R. Trap crops and insectary plants in the order Brassicales. Ann. Entomol. Soc. Am. 2019, 112, 318–329. [Google Scholar] [CrossRef]
  78. Badenes-Pérez, F.R.; Shelton, A.M.; Nault, B.A. Using yellow rocket as a trap crop for diamondback moth (Lepidoptera: Plutellidae). J. Econ. Entomol. 2005, 98, 884–890. [Google Scholar] [CrossRef] [PubMed]
  79. Sekine, T.; Kanao, K.; Inawashiro, S.; Hori, M. Insect pest management by intercropping with leafy daikon (Raphanus sativus) in cabbage fields. Arthropod-Plant Interact. 2021, 15, 669–681. [Google Scholar] [CrossRef]
  80. Harvey, J.; Witjes, L.; Benkirane, M.; Duyts, H.; Wagenaar, R. Nutritional suitability and ecological relevance of Arabidopsis thaliana and Brassica oleracea as foodplants for the cabbage butterfly, Pieris rapae. Plant Ecol. 2007, 189, 117–126. [Google Scholar] [CrossRef]
  81. Harvey, J.; Biere, A.; Fortuna, T.; Vet, L.; Engelkes, T.; Morriën, E.; Gols, R.; Verhoeven, K.; Vogel, H.; Macel, M.; et al. Ecological fits, mis-fits and lotteries involving insect herbivores on the invasive plant, Bunias orientalis. Biol. Invasions 2010, 12, 3045–3059. [Google Scholar] [CrossRef]
  82. Hovanitz, W.; Chang, C.S. The effect of various food plants on survival and growth rate of Pieris. J. Res. Lepid. 1962, 1, 21–42. [Google Scholar] [CrossRef]
  83. Okamura, Y.; Sawada, Y.; Hirai, M.Y.; Murakami, M. Effects of different secondary metabolite profiles in plant defense syndromes on specialist and generalist herbivores. Entomol. Sci. 2016, 19, 97–103. [Google Scholar] [CrossRef]
Table 1. Two-choice oviposition preference index (OPI) in P. rapae and P. xylostella larvae reared on cabbage. Data were analyzed using a one-tailed, two-sample test of proportions comparing the relative percentages of all eggs laid on the plant being tested and on A. thaliana (p ≤ 0.05) (n = 3). OPI and percentage of eggs on the plant tested compared to A. thaliana given as means found across replicates (mean ± SE). Significant differences are shown in bold type. Plutella xylostella data taken from Badenes-Pérez et al. [37].
Table 1. Two-choice oviposition preference index (OPI) in P. rapae and P. xylostella larvae reared on cabbage. Data were analyzed using a one-tailed, two-sample test of proportions comparing the relative percentages of all eggs laid on the plant being tested and on A. thaliana (p ≤ 0.05) (n = 3). OPI and percentage of eggs on the plant tested compared to A. thaliana given as means found across replicates (mean ± SE). Significant differences are shown in bold type. Plutella xylostella data taken from Badenes-Pérez et al. [37].
OPI, % Eggs on Plant Species Tested Compared to A. thaliana, Test Statistic, and p-Value
P. rapaeP. xylostella
A. argenteum0.01 ± 0.00, 0.56 ± 0.40, z = 2.42, p = 0.008 *0.08 ± 0.02, 7.25 ± 1.38, z = 2.11, p = 0.018 *
A. caucasica0.04 ± 0.03, 3.70 ± 2.62, z = 2.27, p = 0.012 *0.43 ± 0.05, 29.79 ± 2.52, z = 0.99, p = 0.161
B. vulgaris0.61 ± 0.13, 36.04 ± 5.75, z = 0.68, p = 0.2472.70 ± 0.99, 69.51 ± 6.49, z = 0.96, p = 0.169
B. oleracea0.19 ± 0.02, 15.89 ± 1.35, z = 1.67, p = 0.047 *0.24 ± 0.06, 18.74 ± 3.68, z = 1.53, p = 0.063
B. orientalis1.04 ± 0.04, 50.90 ± 0.87, z = 0.04, p = 0.4830.18 ± 0.10, 13.99 ± 7.06, z = 1.76, p = 0.039 *
C. bursa-pastoris0.02 ± 0.01, 1.48 ± 1.05, z = 2.38, p = 0.009 *0.03 ± 0.03, 3.19 ± 2.90, z = 2.29, p = 0.011 *
C. pratensis0.26 ± 0.03, 20.41 ± 1.65, z = 1.45, p = 0.0740.71 ± 0.16, 40.48 ± 6.21, z = 0.47, p = 0.320
C. papaya0.02 ± 0.01, 1.85 ± 1.31, z = 2.36, p = 0.009 *0.05 ± 0.05, 4.08 ± 4.08, z = 2.25, p = 0.012 *
C. spinosa0.39 ± 0.27, 18.32 ± 12.39, z = 1.55, p = 0.0600.09 ± 0.05, 7.70 ± 4.60, z = 2.07, p = 0.019 *
E. cheiri0.03 ± 0.01, 3.24 ± 1.22, z = 2.29, p = 0.011 *0.22 ± 0.18, 14.90 ± 11.00, z = 1.72, p = 0.043 *
I. amara0.07 ± 0.03, 6.48 ± 2.36, z = 2.13, p = 0.017 *0.72 ± 0.46, 34.02 ± 15.28, z = 0.78, p = 0.217
L. douglasii0 ± 0, 0 ± 0, z = 2.45, p = 0.007 *3.84 ± 0.86, 77.64 ± 4.73, z = 1.35, p = 0.088
M. oleífera0 ± 0, 0 ± 0, z = 2.45, p = 0.007 *0 ± 0, 0 ± 0, z = 2.45, p = 0.007 *
P. sativum0.01 ± 0.01, 1.03 ± 0.73, z = 2.40, p = 0.008 *0 ± 0, 0 ± 0, z = 2.45, p = 0.007 *
R. odorata0.46 ± 0.03, 31.42 ± 1.45, z = 0.91, p = 0.1810.36 ± 0.30, 20.37 ± 15.58, z = 1.45, p = 0.073
T. majus0 ± 0, 0 ± 0, z = 2.45, p = 0.007 *0.04 ± 0.04, 6.06 ± 6.06, z = 2.15, p = 0.016 *
* A. thaliana preferred.
Table 2. Effect of plant glucosinolate content, glucosinolate diversity, and type of specialist lepidopteran (either P. rapae or P. xylostella) on two-choice oviposition preference index (OPI), no-choice total oviposition (TO), and larval survival (LS) in P. rapae and P. xylostella. The variables selected and included in the model after CATPCA analysis were indolic glucosinolates (IN), aliphatic glucosinolates without sulfur-containing side chains (AO), Shannon’s diversity index for the four glucosinolate classes (HA), and glucosinolate complexity index (GCI). The generalized linear model used was based on a Poisson probability distribution with log link function (p ≤ 0.05) (n = 16 for OPI and TO and n = 17 for LS). The regression coefficient B was set to zero for P. xylostella. Significant p-values are shown in bold type.
Table 2. Effect of plant glucosinolate content, glucosinolate diversity, and type of specialist lepidopteran (either P. rapae or P. xylostella) on two-choice oviposition preference index (OPI), no-choice total oviposition (TO), and larval survival (LS) in P. rapae and P. xylostella. The variables selected and included in the model after CATPCA analysis were indolic glucosinolates (IN), aliphatic glucosinolates without sulfur-containing side chains (AO), Shannon’s diversity index for the four glucosinolate classes (HA), and glucosinolate complexity index (GCI). The generalized linear model used was based on a Poisson probability distribution with log link function (p ≤ 0.05) (n = 16 for OPI and TO and n = 17 for LS). The regression coefficient B was set to zero for P. xylostella. Significant p-values are shown in bold type.
BStandard ErrorWald Chi Squarep
OPI
 Intercept3.790.049242.44≤0.001
P. rapae−0.820.06199.04≤0.001
P. xylostella0
 IN0.180.01321.29≤0.001
TO
 Intercept5.000.0337,794.14≤0.001
P. rapae−0.6480.02805.56≤0.001
P. xylostella0
 HA−0.230.0712.23≤0.001
 GCI0.670.03445.03≤0.001
 AO0.030.001606.37≤0.001
LS
 Intercept0.210.260.650.420
P. rapae−0.280.231.520.217
P. xylostella0
 IN0.120.056.380.012
 GCI0.470.177.840.005
The p-values of the generalized linear model used for OPI, TO, and LS were highly significant (p ≤ 0.001) based on Omnibus tests.
Table 3. Total oviposition (TO) in non-choice tests (mean ± SE) for each of the tested plants for P. rapae and P. xylostella reared on cabbage. Differences in TO between P. rapae and P. xylostella for each plant species were analyzed using either ANOVA (parametric data) or Moses test of extreme reactions (non-parametric data) (p ≤ 0.05) (n = 3). Significant differences are shown in bold type. Plutella xylostella data taken from Badenes-Pérez et al. [37].
Table 3. Total oviposition (TO) in non-choice tests (mean ± SE) for each of the tested plants for P. rapae and P. xylostella reared on cabbage. Differences in TO between P. rapae and P. xylostella for each plant species were analyzed using either ANOVA (parametric data) or Moses test of extreme reactions (non-parametric data) (p ≤ 0.05) (n = 3). Significant differences are shown in bold type. Plutella xylostella data taken from Badenes-Pérez et al. [37].
Number of Eggs (Mean ± SE)
P. rapaeP. xylostellaTest Statistic and p-Value
A. argenteum0.33 ± 0.3391.00 ± 23.69TS = 3.00, p ≤ 0.001
A. caucasica5.33 ±2.0363.00 ± 11.27F = 25.36, p = 0.007
B. vulgaris25.33 ± 6.6944.67 ± 10.68F = 2.35, p = 0.200
B. oleracea69.67 ± 2.9134.33 ± 6.39F = 25.36, p = 0.007
B. orientalis16.33 ± 6.9422.67 ± 7.17F = 0.40, p = 0.560
C. bursa-pastoris0.33 ± 0.3315.33 ± 2.91TS = 3.00, p ≤ 0.001
C. pratensis65.00 ± 50.7445.67 ± 3.53F = 0.14, p = 0.723
C. papaya0 ± 05.67 ± 5.67TS = 1.00, p ≤ 0.001
C. spinosa77.67 ± 6.6455.33 ± 8.41F = 4.34, p = 0.106
E. cheiri0.33 ± 0.3358.67 ± 2.33TS = 3.00, p ≤ 0.001
I. amara2.67 ± 2.1937.33 ± 8.21F = 16.64, p = 0.015
L. douglasii0 ± 060.33 ± 6.77TS = 1.00, p ≤ 0.001
M. oleifera0 ± 04.33 ± 2.19TS = 1.00, p ≤ 0.001
P. sativum0 ± 01.00 ± 1.00TS = 1.00, p ≤ 0.001
R. odorata12.33 ± 1.453.00 ± 3.00TS = 3.00, p ≤ 0.001
T. majus17.00 ± 16.3416.33 ± 14.38TS = 6.00, p = 0.857
Table 4. Two-choice preference between abaxial and adaxial leaf surfaces shown as the percentage of eggs laid abaxially (mean ± SE) in each of the tested plants in P. rapae and P. xylostella larvae reared on cabbage. Data on the differences between the percentages of eggs laid abaxially and adaxially were analyzed using a one-tailed, two-sample test of proportions (p ≤ 0.05). The test compared the percentages of eggs laid abaxially and adaxially for each plant species. Significant p-values are shown in bold type. Values for P. xylostella taken from Badenes-Pérez et al. [38].
Table 4. Two-choice preference between abaxial and adaxial leaf surfaces shown as the percentage of eggs laid abaxially (mean ± SE) in each of the tested plants in P. rapae and P. xylostella larvae reared on cabbage. Data on the differences between the percentages of eggs laid abaxially and adaxially were analyzed using a one-tailed, two-sample test of proportions (p ≤ 0.05). The test compared the percentages of eggs laid abaxially and adaxially for each plant species. Significant p-values are shown in bold type. Values for P. xylostella taken from Badenes-Pérez et al. [38].
% Abaxial Oviposition as Mean ± SE, n, Test Statistic, and p-Value
P. rapaeP. xylostella
A. argenteumn/a4.87 ± 2.23, n = 6; z = 3.12, p ≤ 0.001 *
A. thaliana13.50 ± 2.02, n = 48; z = 7.15, p ≤ 0.001 *53.41 ± 1.66, n = 96; z = 0.94, p = 0.172
A. caucasica58.89 ± 21.63, n = 4; z = 0.50, p = 0.30760.83 ± 4.67, n = 6; z = 0.76, p = 0.223
B. vulgaris31.16 ± 4.19, n = 6; z = 1.30, p = 0.09650.38 ± 11.71, n = 6; z = 0.00, p = 0.500
B. oleracea69.33 ± 7.78, n = 6; z = 1.34, p = 0.09032.90 ± 11.86, n = 6; z = 1.18, p = 0.119
B. orientalis52.69 ± 8.47, n = 6; z = 0.19, p = 0.42644.50 ± 9.38, n = 6; z = 0.42, p = 0.339
C. bursa-pastorisn/a40.71 ± 16.36, n = 5; z = 0.57, p = 0.285
C. pratensis40.20 ± 14.57, n = 6; z = 0.68, p = 0.24947.50 ± 4.61, n = 6; z = 0.14, p = 0.445
C. papayan/an/a
C. spinosa26.15 ± 6.98, n = 5; z = 1.51, p = 0.06633.46 ± 6.85, n = 5; z = 1.08, p = 0.141
E. cheiri66.67 ± 30.33, n = 3; z = 0.82, p = 0.20769.29 ± 2.96, n = 6; z = 1.20, p = 0.115
I. amara15.48 ± 8.99, n = 4; z = 1.95, p = 0.025 *22.12 ± 4.74, n = 6; z = 1.94, p = 0.020 *
L. douglasiin/a24.15 ± 1.33, n = 6; z = 1.80, p = 0.036 *
M. oleiferan/an/a
P. sativumn/an/a
R. odorata68.90 ± 9.63, n = 6; z = 1.31, p = 0.09548.33 ± 25.87, n = 3; z = 0.10, p = 0.461
T. majusn/a75.93 ± 14.46, n = 3; z = 1.27, p = 0.100
* Adaxial leaf surface preferred. n/a: not available, not possible to calculate because oviposition occurred in less than three replicates.
Table 5. Survival from first-instar larvae to pupae (mean ± SE) for P. rapae and P. xylostella larvae reared on cabbage. Data comparing survival of larvae of these two species were analyzed using a one-tailed, two-sample test of proportions (p ≤ 0.05) (n = 3, except for P. xylostella on A. argenteum, A. caucasica, E. cheiri, I. amara, M. oleifera, and R. odorata in which n = 4 and on T. majus in which n = 5). Significant p-values are shown in bold type. Larval survival values for P. xylostella taken from Badenes-Pérez et al. [37].
Table 5. Survival from first-instar larvae to pupae (mean ± SE) for P. rapae and P. xylostella larvae reared on cabbage. Data comparing survival of larvae of these two species were analyzed using a one-tailed, two-sample test of proportions (p ≤ 0.05) (n = 3, except for P. xylostella on A. argenteum, A. caucasica, E. cheiri, I. amara, M. oleifera, and R. odorata in which n = 4 and on T. majus in which n = 5). Significant p-values are shown in bold type. Larval survival values for P. xylostella taken from Badenes-Pérez et al. [37].
Survival of Larvae (%) per Plant
P. rapaeP. xylostellaTest Statistic and p-Value
A. argenteum0 ± 020.0 ± 8.2z = 0.82, p = 0.205
A. thaliana53.3 ± 6.746.7 ± 17.6z = 0.71, p = 0.239
A. caucasica0 ± 025.0 ± 18.9z = 0.94, p = 0.175
B. vulgaris26.7 ± 6.70 ± 0z = 0.96, p = 0.168
B. oleracea93.3 ± 6.733.3 ± 6.7z = 1.52, p = 0.064
B. orientalis0 ± 013.3 ± 6.7z = 0.65, p = 0.256
C. bursa-pastoris0 ± 020.0 ± 11.5z = 0.82, p = 0.207
C. pratensis93.3 ± 6.766.7 ± 6.7z = 0.82, p = 0.207
C. papaya0 ± 00 ± 0z = 0.0, p = 0.5
C. spinosa0 ± 06.7 ± 6.7z = 0.45, p = 0.325
E. cheiri0 ± 050.0 ± 12.9z = 1.45, p = 0.074
I. amara0 ± 040.0 ± 14.1z = 1.25, p = 0.106
L. douglasii0 ± 066.7 ± 6.7z = 1.73, p = 0.042
M. oleifera0 ± 010.0 ± 10.0z = 0.56, p = 0.287
P. sativum0 ± 00 ± 0z = 0.0, p = 0.5
R. odorata80.0 ± 20.020.0 ± 20.0z = 1.58, p = 0.057
T. majus0 ± 024.0 ± 14.7z = 0.92, p = 0.179
Table 6. Plants used in the experiments.
Table 6. Plants used in the experiments.
FamilySubfamilySpeciesCommon Name
BrassicaceaeAlysseaeAlyssum argenteum All.Yellow tuft
BrassicaceaeArabideaeArabis caucasica Willd.Mountain rock cress
BrassicaceaeBrassiceaeBrassica oleracea var. capitata L.Cabbage
BrassicaceaeCamelineaeArabidopsis thaliana (L.) Heynh.Thale cress
BrassicaceaeCamelineaeCapsella bursa-pastoris (L.) Medik.Shepherd’s purse
BrassicaceaeCamelineaeErysimum cheiri (L.) CrantzWallflower
BrassicaceaeCardamineaeBarbarea vulgaris R.Br.Wintercress
BrassicaceaeCardamineaeCardamine pratensis L.Cuckoo flower
BrassicaceaeEuclidieaeBunias orientalis L.Turkish rocket
BrassicaceaeIberideaeIberis amara L.Bitter candytuft
Caricaceae-Carica papaya L.Papaya
Cleomaceae-Cleome spinosa L. Spider flower
Fabaceae-Pisum sativum L.Pea
Limnanthaceae-Limnanthes douglasii R. Br.Douglas’ meadowfoam
Moringaceae-Moringa oleifera Lam.Drumstick tree
Resedaceae-Reseda odorata L.Common mignonette
Tropaeolaceae-Tropaeolum majus L.Garden nasturtium
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Badenes-Pérez, F.R. Plant Glucosinolate Content and Host-Plant Preference and Suitability in the Small White Butterfly (Lepidoptera: Pieridae) and Comparison with Another Specialist Lepidopteran. Plants 2023, 12, 2148. https://doi.org/10.3390/plants12112148

AMA Style

Badenes-Pérez FR. Plant Glucosinolate Content and Host-Plant Preference and Suitability in the Small White Butterfly (Lepidoptera: Pieridae) and Comparison with Another Specialist Lepidopteran. Plants. 2023; 12(11):2148. https://doi.org/10.3390/plants12112148

Chicago/Turabian Style

Badenes-Pérez, Francisco Rubén. 2023. "Plant Glucosinolate Content and Host-Plant Preference and Suitability in the Small White Butterfly (Lepidoptera: Pieridae) and Comparison with Another Specialist Lepidopteran" Plants 12, no. 11: 2148. https://doi.org/10.3390/plants12112148

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