Skip to main content
Advertisement
  • Loading metrics

Hormonal signaling cascades required for phototaxis switch in wandering Leptinotarsa decemlineata larvae

  • Qing-Wei Meng ,

    Contributed equally to this work with: Qing-Wei Meng, Qing-Yu Xu

    Roles Investigation

    Affiliation Education Ministry Key Laboratory of Integrated Management of Crop Diseases and Pests, College of Plant Protection, Nanjing Agricultural University, Nanjing, China

  • Qing-Yu Xu ,

    Contributed equally to this work with: Qing-Wei Meng, Qing-Yu Xu

    Roles Investigation

    Affiliation Education Ministry Key Laboratory of Integrated Management of Crop Diseases and Pests, College of Plant Protection, Nanjing Agricultural University, Nanjing, China

  • Tao-Tao Zhu,

    Roles Investigation

    Affiliation Education Ministry Key Laboratory of Integrated Management of Crop Diseases and Pests, College of Plant Protection, Nanjing Agricultural University, Nanjing, China

  • Lin Jin,

    Roles Project administration

    Affiliation Education Ministry Key Laboratory of Integrated Management of Crop Diseases and Pests, College of Plant Protection, Nanjing Agricultural University, Nanjing, China

  • Kai-Yun Fu,

    Roles Resources

    Affiliation Department of Plant Protection, Xinjiang Academy of Agricultural Sciences, Urumqi, China

  • Wen-Chao Guo,

    Roles Resources

    Affiliations Department of Plant Protection, Xinjiang Academy of Agricultural Sciences, Urumqi, China, Xinjiang Laboratory of Special Environmental Microbiology, Institute of Microbiology, Xinjiang Academy of Agricultural Sciences, Urumqi, China

  • Guo-Qing Li

    Roles Conceptualization, Writing – original draft

    ligq@njau.edu.cn

    Affiliation Education Ministry Key Laboratory of Integrated Management of Crop Diseases and Pests, College of Plant Protection, Nanjing Agricultural University, Nanjing, China

Abstract

Many animals exploit several niches sequentially during their life cycles, a fitness referred to as ontogenetic niche shift (ONS). To successfully accomplish ONS, transition between development stages is often coupled with changes in one or more primitive, instinctive behaviors. Yet, the underlining molecular mechanisms remain elusive. We show here that Leptinotarsa decemlineata larvae finish their ONS at the wandering stage by leaving the plant and pupating in soil. At middle wandering phase, larvae also switch their phototactic behavior, from photophilic at foraging period to photophobic. We find that enhancement of juvenile hormone (JH) signal delays the phototactic switch, and vise verse. Moreover, RNA interference (RNAi)-aided knockdown of LdPTTH (prothoracicotropic hormone gene) or LdTorso (PTTH receptor gene) impairs avoidance response to light, a phenotype nonrescuable by 20-hydroxyecdysone. Consequently, the RNAi beetles pupate at the soil surface or in shallow layer of soil, with most of them failing to construct pupation chambers. Furthermore, a combination of depletion of LdPTTH/LdTorso and disturbance of JH signal causes no additive effects on light avoidance response and pupation site selection. Finally, we establish that TrpA1 (transient receptor potential (TRP) cation channel) is necessary for light avoidance behavior, acting downstream of PTTH. We conclude that JH/PTTH cascade concomitantly regulates metamorphosis and the phototaxis switch, to drive ONS of the wandering beetles from plant into soil to start the immobile pupal stage.

Author summary

Many animals occupy distinct niches and utilize diverse resources at different development stages in order to meet stage-dependent requirements and overcome stage-specific limitations. This fitness is referred to as ontogenetic niche shift (ONS). During the preparation for ONS, animals often change one or more primitive, instinctive behaviors. Holometabolous insects, with four discrete developmental periods usually in different niches, are a suitable animal group to explore the molecular modes of these behavioral switches. Here we find that Leptinotarsa decemlineata larvae, an insect defoliator of potatoes, switch their phototactic behavior, from photophilic at feeding period to photophobic during the larval-pupal transition (wandering stage). This phototactic switch facilitates the wandering larvae to accomplish the ONS from potato plants to their pupation sites below ground. We show that JH/PTTH cascade controls the phototaxis switch, through a step in photo transduction between the photoreceptor molecule and the transient receptor potential cation channel.

Introduction

Movements to stage-dependent resources, i.e., ontogenetic niche shifts (hereafter ONS), occur in nearly 80% of animal taxa. The shifts enable animals to exploit several niches sequentially during their life cycles to meet stage-dependent nutritional requirements, to overcome stage-specific physiological limitations, and to reduce intraspecific competition between juveniles and adults. ONS is thus widely accepted as an evolutionary adaptation [14]. To successfully finish ONS, transition between development stages is often accompanied with changes in one or more primitive, instinctive behaviors, allowing inexperienced novices to obtain novel abilities to detect new environmental cues [5]. To date, however, the underlining mechanisms driving these behavior switches are still largely unexplored.

Insects are a suitable animal group to explore the molecular modes of these instinctive behavioral switches. Throughout developmental excursion, most insects (Holometabolans) undergo four discrete periods (complete metamorphosis), characterized by the presence of a pupal stage between a feeding larva and a reproducing adult [6,7]. Sessile pupae are vulnerable to potentially harmful factors such as desiccation, predation, parasitism and pathogen infection. These latent mortal dangers drive a lot of Holometabolans shifting into less risky habitats for pupation [812]. For example, pupation in soil and other relatively inaccessible sites for predators and parasitoids (concealed placement) has been documented in almost all Holometabolan orders [8, 1215].

Insect final instar larval stage is divided into two sub-stages, the foraging and the wandering phases. While foraging final instar larvae display generally similar behaviors like previous instar animals, a wandering larva typically undergoes an ONS by leaving the food source and moving to a proper pupation site [16]. Obviously, positive phototaxis directs most foraging insect herbivores to reach plant top for tender plant tissues such as shoots, young leaves, buds and flowers that are more nutritious and less defended [17], whereas negative phototaxis facilitates the wandering larvae to reach pupation refuge in the dark, such as soil [5]. Accordingly, it can be reasonably hypothesized that the change from foraging to wandering stages should be coupled with a switch for phototactic behavior from photophilic to photophobic in most herbivorous Holometabolans.

For a soil-pupated insect species, a wandering larva usually shows a sequence of three primary behavioral components before pupation: a) leaving the food, crawling to the ground and searching for a suitable location, b) mining into soil, and c) building a pupation chamber in soil [1820]. Ecdysteroids (the major active component is 20-hydroxyecdysone, 20E), the products in a pair of prothoracic glands (PGs), activate the wandering behavior [18, 2123].

Up to now, however, the molecular mechanism elicits the phototaxis switch in insect herbivores remains elusive. In Drosophila melanogaster, larval phototaxis and behavioral responses have been described [5, 2427]. Unfortunately, photophobic is age-independent in the larvae [5, 24]. At the foraging stage, a Drosophila larva feeds inside rotting fruits; it is strongly repelled by light and seeks for dark or less light-exposed surroundings [5, 2527]. Two pairs of neurons called NP394 (each pair in a hemisphere of central brain) are required to maintain light avoidance in the foraging phase. Modulating activity of NP394 neurons affects larval light preference [28]. The NP394 neurons turn out to be prothoracicotropic hormone (PTTH)-expressing cells [5]. These two pairs of PTTH-producing neurons release PTTH to concomitantly promote steroidogenesis and light avoidance during wandering stage of the final instar larvae [5]. On one hand, PTTH, through its receptor Torso, activates a canonical mitogen activated protein kinase (MAPK) pathway to trigger ecdysteroidogenesis by PGs to regulate metamorphosis [2931]. On the other hand, PTTH/Torso complex acts on two light sensors, the Bolwig’s organ (a group of 12 photoreceptors in the larval eye) and the peripheral class IV dendritic arborization neurons, to reinforce light avoidance [5].

The young larvae of the Colorado potato beetle Leptinotarsa decemlineata, a notorious insect defoliator of potatoes, reveal a tendency to rest and feed on the upper surfaces of leaves during foraging stage [32]. At the late stage of the final (fourth) instar, conversely, the wandering larvae bury themselves into soil, where, after several days, they metamorphose into pupae [33, 34]. Moreover, by RNA interference (RNAi), we have identified major components of the hormonal network that regulates larval metamorphosis in L. decemlineata [3341]. This offers a great opportunity to explore the molecular mode driving the phototaxis switch in an insect herbivore.

The first aim of the current study was to determine whether Leptinotarsa larvae changed their light preference from photophilic to photophobic during wandering stage. We then uncovered that juvenile hormone (JH)/PTTH cascade concomitantly regulated metamorphosis and the phototaxis switch. Finally, we provided clear evidence that PTTH-induced light avoidance drove ONS from plant to pupation refuge in an insect herbivore.

Results

Phototaxis of L. decemlineata larvae

We first observed phototaxis of Leptinotarsa beetles on the natural potato field. The females unselectively deposited their egg masses on upper and lower leaf surfaces (for a total of 100 egg masses 48 and 52 respectively on upper and lower surfaces, P>0.05 for χ2 test) at the inner part of the potato canopy (S1A and S1B Fig). Aggregated hatchlings consumed foliage near the egg mass from which they hatched (S1C Fig). All the second-, third- and foraging fourth-instar larvae were found to feed and rest on the upper surfaces of the potato leaves (S1D–S1F Fig). These larvae molted under sunny lighting condition (S1F Fig). During the wandering larval stage from approximately 4.1 to 7.0 days after ecdysis to the fourth instar (S1G–S1I Fig), the animals left the potatoes and crawled to the ground, walked along the ground (4.5–5.5 days post ecdysis), dug into soil, constructed their pupation chambers and pupated therein (5.6–7.0 days) (S1G–S1I Fig).

When given a choice in the laboratory, second-instar, third-instar and foraging fourth-instar larvae prefer light-exposed over shaded areas (Fig 1). For wandering Leptinotarsa larvae, however, light avoidance index significantly increased at 4–5 days post ecdysis, and reached nearly 1.0 at 5.5 days (Fig 1). These basic findings demonstrate that an obvious phototactic switch occurs at the middle wandering period.

thumbnail
Fig 1. A phototaxis switch of the wandering larvae.

A two-choice test in laboratory. Light avoidance indexes (LAI) were assessed for second-instar (SI), third-instar (TI) and foraging fourth-instar (FI) larvae (D1-D4 indicates day 1 to day 4 after ecdysis) at an interval of a half day, and from 4.0 to 6.0 days at an interval of six hours.

https://doi.org/10.1371/journal.pgen.1007423.g001

Juvenile hormone signal inhibits the phototaxis switch

In the present paper, we intended to knock down target gene to study molecular modes underlining phototaxis switch using dietary dsRNA treatments. Although our previous results revealed that ingestion of dsRNA can silence target genes in various tissues including neurons, PGs and the corpora allata that producing JH [3341], we have not compared the RNAi efficacy of dsRNA ingestion with that of dsRNA injection. Here we determined time-effect and concentration-effect curves of two genes, a nutrient amino acid transporter gene LdNAT1 that is mainly expressed in gut [42] and a transient receptor potential cation channel gene LdTrp that is highly transcribed in eyes [43]. Our results showed that injected and fed dsRNAs could reduce approximately 90% of LdNAT1 and LdTrp mRNAs 24 and 36 hours after treatment (S2A and S2B Fig). Moreover, RNAi efficacies are dose-dependent, no matter the dsRNAs are introduced by ingestion (S2C and S2D Fig) or injection (S2E and S2F Fig).

In L. decemlineata, transition from foraging to wandering phases is associated with drastic level fluctuations of three larval hormones: 20E, insulin-like peptide (ILP) and JH [33, 34, 36, 40, 44]. Are these hormone signaling cascades involved in the regulation of phototaxis switch?

In the final larval instar of L. decemlineata, a small 20E rise appears at 4 days after ecdysis [42]. Here, we found that dietary supplement with 20E to generate a premature 20E peak at the foraging stage (Fig 2A), or knockdown of an ecdysteroidogenesis gene (Shade, SHD) [38] to remove this 20E rise (Fig 2B and S3A Fig), did not affect the phototaxis switch, neither did silencing of a 20E receptor gene EcR (Fig 2C and S3B Fig) or a 20E cascade gene HR3 (Fig 2D and S3C Fig) to eliminate 20E signal.

thumbnail
Fig 2. Involvement of JH signal in control of phototaxis switch.

20E pulse was prematurely generated by feeding of 20E (A); 20E signal was reduced by knockdown of an ecdysteroidogenesis gene SHD (B), the 20E receptor gene EcR (C), and a signaling gene HR3 (D). ILP signal was inhibited by silencing of ILP2 (E). JH titer was increased by feeding of JH (F), knockdown of AS-C, JHEH1 and JHDK (G); JH pathway was repressed by silencing of JHAMT and Met (H). Larvae having ingested PBS (CK) and dsegfp were set as blank and negative controls. Light avoidance indexes (LAI) were calculated at each testing time point from 72 to 138 hours after ecdysis. Significant differences between blank control (CK) and treatments at each tested time point are indicated by different letters (P < 0.05).

https://doi.org/10.1371/journal.pgen.1007423.g002

Conversely, wandering behavior occurred at 4.5–4.7 days after ecdysis (S1 Table), ingestion of 20E accelerated the onset of wandering behavior, whereas interruption of 20E signal retarded the onset (S1 Table). This piece of clear evidence demonstrates that different signal cascades respectively regulate the light preference and the onset of wandering behavior.

Cessation of feeding decreased the contents of several nutrients in the larval hemolymph and thereby reduced ILP level during wandering stage [36]. Here we found that premature insulin deficiency brought about by knockdown of ILP2 (S3D Fig) had little effect on light avoidance (Fig 2E), but delayed the onset of wandering (S1 Table).

At the wandering stage, JH titer obviously decreased [41], and the expression of JH degradation genes were activated [39]. Here we found that ingestion of JH (Fig 2F), or knockdown of an allatostatin gene (allatostatin C, AS-C) [41] or either of two JH degradation genes (JH epoxide hydrolase, JHEH1; JH diol kinase, JHDK) [35, 39] to delay JH decrease significantly reduced light avoidance (Fig 2G and S3E–S3G Fig) and postponed the occurrence of wandering (S1 Table); whereas knockdown of a JH biosynthesis gene (JH acid methyl transferase, JHAMT) [34] and a JH receptor gene (methoprene-tolerant, Met) (to decrease the accumulated proteins) to prematurely reduce JH signal enhanced light avoidance (Fig 2H and S3H and S3I Fig) and accelerated the onset of wandering (S1 Table). It is clear that JH signal concomitantly inhibits the premature switch of light preference and the early onset of wandering.

Prothoracicotropic hormone signal acts downstream of JH

Providing elimination of JH is a prerequisite for successful PTTH release and signal transduction [45], we determined the expression levels of two PTTH signaling genes (LdPTTH and LdTorso) in the larvae whose JH signal had been disturbed. As expected, the mRNA levels of the two genes were reduced in the larval specimens whose JH signal had been enhanced (S4A–S4D and S5A–S5D Figs), and were increased in the larval samples in which JH signal had been repressed (S4E, S4F, S5E and S5F Figs).

It is suggested that PTTH promotes larval light avoidance in L. decemlineata. We next knocked down PTTH gene (Fig 3A), and verified the knockdown by determination of the mRNA level of an ecdysteroidogenesis gene (LdPHM) and 20E titer in the resultant larval specimens (Fig 3B). The pupation rate was decreased and the development time was lengthened in LdPTTH RNAi (and PTTH depleted) larvae; dietary supplement with 20E can rescue the two phenotypes (Fig 3C and S1 Table). Moreover, silencing of PTTH reduced avoidance response to light (Fig 3D), rate of larvae that had buried in soil per day (RLB) (Fig 3E) and accumulated RLB (Fig 3F). Approximately 20% of wandering larvae excavated only a slight depression at the soil surface and pupated (Fig 3G and 3H. Please note, photo in Fig 3G was collected from a separate experiment). Furthermore, the remaining around 80% LdPTTH RNAi larvae pupated at shallow layer of soil (Fig 3I); most of them did not construct pupation chambers (Fig 3J). Dietary supplement with 20E could not alleviate the reduced light avoidance response and the negative influences on pupation in LdPTTH depleted larvae (Fig 3D–3J).

thumbnail
Fig 3. PTTH signal promotes light avoidance of the wandering larvae.

PBS (CK), dsegfp, dsPTTH, 20E and dsPTTH+20E were dietarily introduced to the larvae. LdPTTH mRNA level (three repeats) (A), light avoidance index (LAI) (D), rate of larvae that had buried in soil per day (RLB) (E), and accumulated RBP (ARLB) (F) were determined at each testing time point demonstrating in Fig. LdPHM mRNA level and 20E titer (B) were tested at day 1 of the fourth-instar larvae. Pupation rate (C), rate of pupae at the soil surface (RPS) (G, H), average depths from pupation site to soil surface (DS) (I), and rate of pupae that had constructed pupation chambers (RPC) (J) were measured at the end of the experiment (P<0.05). Significant differences between blank control larvae (CK) and treatments are indicated by different letters (P<0.05).

https://doi.org/10.1371/journal.pgen.1007423.g003

We repeated the bioassay by knockdown of another PTTH pathway gene, LdTorso [46], and obtained similar results (S5 Fig and S1 Table. Please note, photo in S5M Fig was collected from a separate experiment).

We then examined the relative mRNA levels of a JH biosynthesis gene LdJHAMT and two JH signaling pathway genes (LdMet and LdKr-h1), and found that the levels of these genes varied little in LdPTTH or LdTorso RNAi larvae when measured 1 and 2 days post ecdysis to fourth-instar larvae (S4G and S5Q–S5S Figs).

We further investigated the combination effects of PTTH and JH signaling pathways on phototaxis switch by depletion of LdPTTH and disturbance of JH signal (Fig 4 and S6 Fig, S1 Table). We found no additive effect on avoidance response to light (Fig 4A–4D), accumulated rate of larvae in soil (Fig 4E–4H) and rate of pupae on the soil (Fig 4I–4L) by knockdown of LdPTTH and enhancement of JH signal (an addition of JH, or RNAi of LdAS-C), or silencing of LdPTTH and reduction of JH titer (RNAi of LdJHAMT) or JH signal (silencing of LdMet). Knockdown of LdTorso and disturbance of JH pathway mimicked the combination effects on the larval phototaxis switch (S7 Fig). These results show that JH and PTTH act on the same pathway to promote light avoidance.

thumbnail
Fig 4. Disturbance of both PTTH and JH signals causes no additive effects on light avoidance.

The larvae have fed on dsegfp, dsegfp+JH, dsPTTH, dsPTTH+JH and dsPTTH+JH+20E; dsegfp, dsegfp+dsAS-C, dsPTTH, dsPTTH+ dsAS-C and dsPTTH+dsAS-C+20E; dsegfp, dsegfp+dsJHAMT, dsPTTH, dsPTTH+dsJHAMT and dsPTTH+ dsJHAMT+20E; or dsegfp, dsegfp+dsMet, dsPTTH, dsPTTH+dsMet and dsPTTH+ dsMet+20E for three days. Significant differences in light avoidance index (LAI) (A-D), accumulated rate of larvae that had buried in soil (ARLB) (E-H) at each testing time point, rate of pupae on the soil (RPS) (I-L) through a two-week experiment period to those in control (dsegfp-fed) were indicated by different letters (P < 0.05).

https://doi.org/10.1371/journal.pgen.1007423.g004

PTTH/Torso signaling promotes light sensing

Our previous results showed that four PTTH/Torso cascade genes were highly or moderately expressed in the brain [46], suggesting that PTTH may act on neuronal cells to control light avoidance. Consistent with the suggestion, we found that the relative mRNA levels of LdTrpA1 that encodes transient receptor potential (TRP) cation channel in Drosophila [47] were significantly decreased in LdPTTH and LdTorso depleted larvae. In contrast, the levels of LdRh5 (the opsin gene involved in light avoidance behavior in Drosophila) [28] and LdGr28b (a gustatory receptor family gene that plays an opsin-like role in class IV da neurons in Drosophila) [48] were not affected (S8 Fig). It appears that PTTH/Torso exerts its action downstream of the photoreceptors, and upstream of TrpA1 channel activation.

Accordingly, we observed depletion of LdTrpA1 reduced light avoidance response, and the accumulated number of larvae in soil, and increased the rate of pupae on the soil. Moreover, knockdown of both LdTrpA1 and LdPTTH, or LdTrpA1 and LdTorso showed no additive effects (Fig 5 and S9 Fig) (we dietarily supplemented 20E in all treatment to relieve the effect of knockdown on pupation and development time). Conversely, knockdown of LdTrp did not affect light avoidance response (S10 Fig). This provides strong evidence that PTTH/Torso signaling cascade activates a step in photo transduction between the photoreceptor molecule and the TRP channel.

thumbnail
Fig 5. PTTH signal affects photo transduction to promote light sensing.

Dsegfp+20E, dsPTTH+20E, dsTrpA1+20E and dsPTTH+dsTrpA1+20E were dietarily introduced to the larvae. Significant differences in transcript abundance of LdPTTH and LdTrpA1 (A), light avoidance index (LAI) (B), accumulated rate of larvae that had buried in soil (ARLB) (C) at each testing time point, and rates of pupae on the soil (RPS) (D) through a two-week experiment period to those in control (dsegfp+20E-fed) were indicated by different letters (P<0.05). (E) A model depicting the hormonal cascade regulating the light avoidance of the wandering larvae (see text for details).

https://doi.org/10.1371/journal.pgen.1007423.g005

Discussion

Light is a vital environmental cue for living organisms [28]. In herbivorous Leptinotarsa larvae, we illustrate, for the first time, that the interaction of JH and PTTH signaling cascades not only regulates the onset of metamorphosis, but also promotes a phototaxis switch from photophilic at foraging stage to photophobic at middle wandering period. Therefore, JH/PTTH signaling cascade controls the decisions of when and where an herbivore undergoes metamorphosis.

JH acts as an inhibitor for PTTH signal to suppress premature wandering and phototaxis switch behaviors

PTTH is synthesized in two pairs of dorsolateral neurosecretory cells in the brain and transported to the corpora allata (CA), an endocrine organ that produces JH, by axons running through the contralateral hemisphere of the brain. PTTH is secreted into the hemolymph from arborized axon endings in the CA. The release of PTTH is negatively controlled by JH during the early stages of the last larval instar [2931]. Similarly, our recent results revealed that JH signal plays an inhibitive role on PTTH production and release in Leptinotarsa larvae [45]. In this survey, we provide another three compelling pieces of evidence to support the conclusion. Firstly, we found reduced transcription levels of the two PTTH signaling genes were correlated with enhanced JH signal, and vise verse (S4 and S5 Figs). Secondly, JH signal concomitantly inhibited the premature switch of light preference and the early onset of wandering (Fig 2, S2 Table), two behaviors can be elicited by PTTH signaling [5, 18, 21]. Lastly, no additive effects on light avoidance response and pupation were observed by simultaneous inhibition of PTTH pathway and disturbance of JH signal (Fig 4).

Insects such as L. decemlineata, Manduca sexta, D. melanogaster and Trichoplusia ni, must reach critical weight before larval-pupal transition [45, 4951]. When premature metamorphosis occurs below this weight, individuals tend to burden disproportionately high costs [4952]. Therefore, it can be reasonably proposed that the presence of JH prevents premature PTTH release, and allows insect to obtain species-specific body size, before the onset of wandering and the switch of light preference.

PTTH-induced phototaxis switch drives Leptinotarsa larvae to burrow into soil

In L. decemlineata, the final-instar larvae obtained their maximum fresh weights at approximately 84 hours after ecdysis [45]. At this time the JH should be completely removed, just as that in M. sexta [49]. The elimination of JH allows the brain to release PTTH. Therefore, the release of PTTH occurs at approximately 84 hours after ecdysis, i.e., around 12 hours before the small 20E rise at day 4 [44]. In this study, we found the wandering behavior occurred on 4.5–4.7 days (S1 Table). The latency between appearance of 20E and the onset of wandering is approximately 12–15 hours in Leptinotarsa, similar to the dormancy time in Manduca [22, 23]. Accordingly, it can be estimated that the latency time from the release of PTTH to the occurrence of wandering is around a day.

Moreover, we found here that the phototaxis switch had finished on day 5.5–6.0 post ecdysis (Fig 1). The latency time from the release of PTTH to the phototaxis switch is around two day. The same dormancy time was noted from LdPTTH or LdTorso RNAi larvae, the enzymatic removal of dsRNA caused the restoration of the mRNA levels of LdPTTH or LdTorso 5–6 days after initiation of dsRNA ingestion (S2 Fig) and the re-activation of transcription of PTTH and Torso finally occurred hereafter; high level of mRNAs were tested at 7 days after ecdysis (Fig 3 and S5 Fig). This means that functional PTTH/Torso proteins are produced before 7 days after ecdysis. Therefore, the PTTH and Torso RNAi larvae are drove to burrow into soil around 2 days after functional PTTH/Torso proteins are produced, with peaked RLB values at about 8 days (Fig 3 and S5 Fig). In contrast, PTTH in Drosophila was secreted into the hemolymph and reached two light sensors, the Bolwig’s organ and the peripheral class IV dendritic arborization neurons involved in light avoidance. Inactivation of PTTH-expressing neurons affected light avoidance with 8 to 10 hours delay [5].

In this study, we transferred L. decemlineata final-instar larvae to soil at 4 days post ecdysis (the small 20E rise occurs within this day [44]). During the period from the appearance of wandering behavior to the occurrence of phototaxis switch, the Leptinotarsa wandering larvae kept crawling at the soil surface; they did not burrow into soil (Fig 3 and S5 Fig) until the phototaxis switch had finished (Fig 1). Therefore, PTTH-induced phototaxis switch drives Leptinotarsa larvae to burrow into soil.

From an ecological point of view, it seems an important evolutionary fitness for wandering Leptinotarsa larvae to crawl at the soil surface for an average of 24 hours before the switch of phototaxis. During the 24 hours’ crawling period, the larvae walk a long distance away from damaged plants to complete ONS before pupation. Since herbivore-induced plant volatiles emitted by damaged plants [53, 54] attract natural enemies, maximizing distance from damaged plants prior to pupating increases the likelihood of survival. Therefore, respective regulation of the onset of wandering and the switch of phototaxis by two distinct PTTH signal branches may be a molecular evolutionary approach for insect herbivores to shift into less risky habitats for pupation.

Conversely, a portion of Drosophila larvae begin wandering at 108 hours after egg laying (AEL), and almost all the larvae enter wandering stage at 120 hours AEL. Comparably, some larvae start to pupariate at 108 hours AEL and almost all the larvae finish pupariation at 120 hours AEL [5]. This finding demonstrates that Drosophila larvae immediately form puparium even at the very beginning of the wandering period when they find an appropriate pupariation site. Consistent with the finding, the interval between PTTH release and the reinforce of light avoidance was 8 to 10 hours, while the latency time of 20E release and the occurrence of wandering is approximately 4–6 hours [55]. Considering the latency between PTTH release and ecdysone release in PGs, it is obvious that two PTTH-induced signal branches simultaneously trigger wandering behavior and reinforce light avoidance in Drosophila larvae.

Therefore, other cues rather than phototaxis switch decide where wandering Drosophila larvae pupariate. Actually, it is believed that hydrotaxis (seeking for not moisture environment) drives wandering Drosophila larvae to leave the food source and find a suitable pupation site [56].

Elongated crawling period impaired pupation

It is well known that ecdysteroidogenesis in PGs are redundantly regulated by several tropic signals, such as PTTH, ILP, target of rapamycin, transforming growth factor-β/Activin and nitric oxide signals [57]. In agreement with this accepted notion, our results revealed that the wandering behavior was still activated in PTTH and Torso RNAi larvae, with a retardation of about a day (S1 Table). However, the reduced PTTH signal cannot trigger the light avoidance behavior to drive LdPTTH and LdTorso RNAi larvae to mine into soil; the beetles keep crawling for a longer period of time compared with controls (Fig 3 and S5 Fig). Due to extended crawling period, PTTH and Torso RNAi beetles have less time to tunnel into soil and build their pupation chambers before the big 20E peak that elicits pupation [42]. As a result, we found in this survey that PTTH or Torso RNAi larvae pupated at the soil surface or at shallow layer of soil, with unfinished pupation chambers.

Similarly, Manduca larvae can construct their pupation cells when they are placed in the observation chambers during the first 20 hours of wandering. At 30 hours, larvae begin to lose their ability to complete the pupation cell. By 35–40 hours, the larvae dig only a slight depression at the soil surface before pupation [58].

Accordingly, we argue that relative constant time interval between the onset of wandering and the switch of phototaxis is crucial for an insect herbivore to accomplish ONS during the final instar to correct pupation site, a trait potentially beneficial for ecological selection. If the interval is too short, the wandering larvae have no time to choose less risky habitats for pupation. If it is too long, the wandering insects have no time to tunnel into soil and construct chambers before pupation. JH/PTTH signaling is thus at the core of a hormonal network that coordinates developmental progression and appropriate phototactic behavior to maximize insect fitness. We propose a model summarizing these findings (Fig 5E).

Although the conclusions are drawn using feeding-based RNAi knockdown and pharmacological application of hormones in whole beetle, many important genes involved in this survey such as PTTH, Torso, most ecdysteroidogenesis genes, AS-C and JHAMT, are only expressed in specific neurons or endocrine organs. Knockdown of these genes in whole animal only affects these neurons and endocrine organs. As a result, our findings are comparable to those from Drosophila [5, 28], even though many manipulations are done at cellular levels in the fly. It seems that PTTH-droved (reinforced in Drosophila) light avoidance is a conserved trait to facilitate the wandering larvae to find suitable pupation sites. As a result, RNAi of the related genes makes the juveniles to be exposed to latent mortal dangers [812], and is a potential dsRNA-based method to control the agricultural pest.

Materials and methods

Experimental model and subject details

The L. decemlineata beetles were kept in an insectary according to a previously described method [59], with potato foliage at the vegetative growth or young tuber stages in order to assure sufficient nutrition. At this feeding protocol, the larvae progressed through the first, second, third, and fourth instars at an approximate period of 2, 2, 2 and 4 days, respectively.

Egg mass sampling and observation

In a 15-hectare potato field located at Urumqi city (43.82 N, 87.61 E) in the Xinjiang Uygur autonomous region of China, 100 egg masses were selected randomly and marked along a diagonal line in June 15, 2017. The development was observed and recorded at an interval of 4 hours (at night, the larvae were observed under red light) until all the larvae left the plants.

Light/dark choice assay

The same method as previously reported [5, 27, 28] was used to test light avoidance of the larvae, with slight modifications. To synchronize the developing stage, newly-ecdysed larvae (the second through fourth instar larvae) were collected at an interval of 4 hours, and determined light avoidance at specific developing stage and different treatment, according to the experimental schedule (see Fig legend for detail). Five larvae were subjected to 20 and 30-min phototaxis assay in a Petri dish (9 cm diameter and 1.5 cm height, half of which is covered with black paper) which was illuminated from above using a white LED light at 500 lux (a continuous range of radiated wavelengths from 400 to 700 nm, peak at 470 nm). The larvae were placed on the center spot along the junction line between light and dark, and the larvae on which half was recorded after 20 and 30 min at a constant temperature of 25°C. Ten larvae were set as a repeat, the assay repeated six times, a total of 60 larvae were determined for each instar. A steady state was reached after 20 min and we did not find any difference in the results after 20 or 30 min. The following formula for Light Avoidance Index was used:

Preparation of dsRNA

For bacterially expressed dsRNA, specific primers used to clone dsRNAs were listed in S2 Table. These dsRNAs were from the fragments of genes lined in Data Accessibility. They were individually expressed using Escherichia coli HT115 (DE3) competent cells lacking RNase III following the established method [60]. Individual colonies were inoculated, and grown until cultures reached an OD600 value of 1.0. The colonies were then induced to express dsRNA by addition of isopropyl β-D-1-thiogalactopyranoside to a final concentration of 0.1 mM. The expressed dsRNA was extracted and confirmed by electrophoresis on 1% agarose gel. Bacteria cells were centrifuged at 5000 ×g for 10 min, and resuspended in an equal original culture volume of 0.05 M phosphate buffered saline (PBS, pH 7.4). The bacterial solutions (at a dsRNA concentration of about 0.5 μg/ml) were used for experiment.

For lab-synthesized dsRNA, LdNAT1 and LdTrp fragments were amplified by PCR using specific primers conjugated with the T7 RNA polymerase promoter (primers listed in S2 Table). The dsRNA originated from each of the above-mentioned sequences was synthesized using the MEGAscript T7 High Yield Transcription Kit (Ambion, Austin, USA) according to the manufacturer's instructions. Subsequently, the synthesized dsRNA was determined by agarose gel electrophoresis and the Nanodrop 1000 spectrophotometer and kept at -70 °C until use.

Introduction of dsRNA, 20E and JH

The same method as previously reported [60] was used to individually introduce bacterially expressed dsRNAs listed in S1 Table into larvae. Potato leaves were immersed with a bacterial suspension containing a dsRNA for 5 s, removed, and dried for 2 h under airflow on filter paper. The PBS- and dsegfp (enhanced green fluorescent protein)-dipped leaves were used as controls. Five treated leaves were then placed in Petri dishes (9 cm diameter and 1.5 cm height). For knockdown of LdSHD, LdEcR and LdHR3, the newly-ecdysed fourth-instar larvae were used. For other dsRNA feeding bioassays, the newly-ecdysed third-instar larvae were used. The larvae were starved for at least 4 h prior to the experiment. Then, ten larvae were transferred to each dish as a repeat. The larvae were allowed to feed treated foliage for 3 days (replaced with freshly treated ones each day), and were transferred to untreated foliage if necessary.

For lab-synthesized dsRNA, it was injected ventrally between two segments of the abdomen of the newly-ecdysed forth-instar larvae with 6 μl of dsRNA. For testing time-effect curve, 50 ng of dsNAT1 or dsTrp was injected into hemolymph. For measuring concentration-effect curve, each dsRNA was injected at a dose of 100.0, 25.0, 6.3 and 1.3 ng.

20-Hydroxyecdysone (20E) (Sigma-Aldrich, USA) and juvenile hormone (JH) (Sigma-Aldrich, USA) were respectively dissolved in distilled water with added surfactant (Tween 20, 1 g/L) to obtain two solutions at the concentration of 10 ng/mL. Potato leaves were dipped with 20E or JH solution. 20E supplemented leaves were provided at day 3 fourth-instar larvae, whereas JH supplemented leaves were offered at newly-ecdysed fourth-instar stage. The larvae were allowed to feed the foliage for a day.

Real-time quantitative PCR (qRT-PCR)

Total RNA was extracted from treated and control larvae. Each sample contained 5–10 individuals and repeated three times. The RNA was extracted using SV Total RNA Isolation System Kit (Promega). Purified RNA was subjected to DNase I to remove any residual DNA according to the manufacturer’s instructions. Quantitative mRNA measurements were performed by qRT-PCR in technical triplicate, using 4 internal control genes (LdRP4, LdRP18, LdARF1 and LdARF4, see S1 Table) according to our published results [59]. An RT negative control (without reverse transcriptase) and a non-template negative control were included for each primer set to confirm the absence of genomic DNA and to check for primer-dimer or contamination in the reactions, respectively.

According to a previously described method [61], the generation of specific PCR products was confirmed by gel electrophoresis. The primer pair for each gene was tested with a 10-fold logarithmic dilution of a cDNA mixture to generate a linear standard curve (crossing point [CP] plotted vs. log of template concentration), which was used to calculate the primer pair efficiency. All primer pairs amplified a single PCR product with the expected sizes, showed a slope less than -3.0, and exhibited efficiency values ranging from 2.0 to 2.1. Data were analyzed by the 2-ΔΔCT method, using the geometric mean of the four internal control genes for normalization.

Quantitative determination of 20E and JH

20E was extracted according to a ultrasonic-assisted extraction method [40], and its titer (ng per g body weight) was analyzed by an LC tandem mass spectrometry-mass spectrometry (LC-MS/MS) system using a protocol the same as described [62].

Hemolymph was collected and JH was extracted following the methods described previously [60]. LC-MS was used to quantify JH titers (ng per ml hemolymph) [63].

Statistical analysis

The data were given as means ± SE, and were analyzed by analyses of variance (ANOVAs) followed by the Tukey-Kramer test, using SPSS for Windows (SPSS, Chicago, IL, USA), or t test. Light preference index, light avoidance index (LAI), rate of larvae that had buried in soil per day (RLB), accumulated RBP (ARLB), rate of pupae on soil (RPS), and rate of pupae that had constructed pupation chambers (RPC) were subjected to arc-sine transformation before ANOVAs.

Supporting information

S1 Fig. Field observation of the location sites of the Leptinotarsa beetles.

A total of 100 Leptinotarsa egg masses were selected randomly along a diagonal line. The location sites of egg masses (A and B), hatchlings (C), second- and third-instar larvae (D, E), fourth-instar larvae and a molting fourth-instar larva (F), wandering larvae (G) and prepupae (H) were observed. The duration from ecdysis to pupation of the final instar larvae lasts around 7.0 days (I).

https://doi.org/10.1371/journal.pgen.1007423.s001

(TIF)

S2 Fig. Time-effect and concentration-effect curves of RNA interference by injected or ingested dsRNA.

For time-effect curve, newly-ecdysed Leptinotarsa fourth-instar larvae had ingested foliage immersed dsNAT1- or dsTrp-contained bacterial solution for 3 days, or injected 50 ng of dsNAT1 or dsTrp into hemolymph. The relative levels of either LdNAT1 or LdTrp were measured (those in dsegfp-treated larvae were set as 1) at specific hours after experiment (A, B). For concentration-effect curve using dsRNA ingestion method, dsRNA-contained bacterial solution was diluted 0, 4, 16 and 64 folds with PBS, and used to immerse foliage. Newly-ecdysed Leptinotarsa fourth-instar larvae were allowed to ingest the treated-foliage for 36 hours (C, D). For concentration-effect curve using dsRNA injection method, Newly-ecdysed Leptinotarsa fourth-instar larvae were injected 100.0, 25.0, 6.3 and 1.3 ng of dsRNA, and test the relative expression levels 24 hours after injection (E, F). Larvae treated with dsegfp were controls whose expression levels of target genes were set as 1.

https://doi.org/10.1371/journal.pgen.1007423.s002

(TIF)

S3 Fig. Disturbance of 20E, ILP and JH signals.

Newly-ecdysed Leptinotarsa third-instar larvae had fed on dsSHD-, dsEcR-, dsHR3-immersed foliage for 3 days. Newly-ecdysed Leptinotarsa fourth-instar larvae had ingested dsILP2-, dsAS-C-, dsJHEH1-, dsJHDK-, dsJHAMT- or dsMet-immersed foliage for 3 days. The larvae having fed PBS- or dsegfp-dipped foliage were set as controls. Expression levels were measured after the larvae having fed on dsRNA for three days. Significantly different mRNA levels (2-ΔΔCt values±SE, the ratios of copy numbers in treated individuals relative to those in blank controls) of target and a down-stream 20E signaling gene (LdFTZ-F1) (A, B, C), two down-stream insulin signaling genes (LdInR and Ld4EBP) (D), or a down-stream JH signaling gene (LdKr-h1) (E-I), and/or 20E (A) or JH (E-H) titers were marked with different letters (P<0.05).

https://doi.org/10.1371/journal.pgen.1007423.s003

(TIF)

S4 Fig. Transcriptional regulation of PTTH pathway by JH signaling in the final-instar larvae.

(A-F) Disturbance of JH signals influences the expression level of LdPTTH. JH signals were enhanced by JH ingestion (A), or knockdown of AS-C, JHEH1 and JHDK (B-D), whereas the signals were repressed by silencing of JHAMT and Met (E, F). The expression levels of LdPTTH were determined. (G) Knockdown of PTTH did not affect the expression levels of JH signal genes. The mRNA levels of LdJHAMT, LdMet and LdKr-h1 were tested at day 1 and 2 post ecdysis of the fourth-instar larvae.

https://doi.org/10.1371/journal.pgen.1007423.s004

(TIF)

S5 Fig. Torso promotes light avoidance in the wandering larvae.

(A-F) Disturbance of JH signals influences the expression level of LdTorso. JH signals were enhanced by JH ingestion (A), or knockdown of AS-C, JHEH1 and JHDK (B-D), whereas the signals were repressed by silencing of JHAMT and Met (E, F). The expression levels of LdTorso were determined. (G-P) PTTH signal promotes light avoidance of the wandering larvae. PBS (CK), dsegfp, dsTorso, 20E and dsTorso+20E were dietarily introduced to the larvae. LdTorso mRNA level (G), light avoidance index (LAI) (J), rate of larvae that had buried in soil per day (RLB) (K), and accumulated RBP (ARLB) (L) were determined at each testing time point demonstrating in figure. LdPHM mRNA level and 20E titer (H) were tested at day 1 of the fourth-instar larvae. Pupation rate (I), rate of pupae at the soil surface (RPS) (M, N), average depths from pupation site to soil surface (DS) (O), and rate of pupae that had constructed pupation chambers (RPC) (P) were measured at the end of the experiment (P<0.05). Significant differences between blank control larvae (CK) and treatments are indicated by different letters (P<0.05). (Q-S) Knockdown of Torso did not affect the expression levels of JH signal genes. The mRNA levels of LdJHAMT, LdMet and LdKr-h1 were tested at day 1 and 2 post ecdysis of the fourth-instar larvae.

https://doi.org/10.1371/journal.pgen.1007423.s005

(TIF)

S6 Fig. Disturbance of both PTTH and JH signals on gene transcription and JH titers.

The larvae have fed on dsegfp, dsegfp+JH, dsPTTH, dsPTTH+JH and dsPTTH+JH+20E; dsegfp, dsegfp+dsAS-C, dsPTTH, dsPTTH+ dsAS-C and dsPTTH+dsAS-C+20E; dsegfp, dsegfp+dsJHAMT, dsPTTH, dsPTTH+dsJHAMT and dsPTTH+ dsJHAMT+20E; or dsegfp, dsegfp+dsMet, dsPTTH, dsPTTH+dsMet and dsPTTH+ dsMet+20E for three days. The expression levels of PTTH (A-D) and JH signal involved genes (E-H), and JH titers (I-L) were determined.

https://doi.org/10.1371/journal.pgen.1007423.s006

(TIF)

S7 Fig. Disturbance of both Torso expression and JH signal impairs light avoidance.

The expression levels of Torso (A-D) and JH signal involved genes (E-H), and JH titers (I-L) were disturbed by allowing the larvae to feed dsegfp, dsegfp+JH, dsTorso, dsTorso+JH and dsTorso+JH+20E; dsegfp, dsegfp+dsAS-C, dsTorso, dsTorso+ dsAS-C and dsTorso+ dsAS-C+20E; dsegfp, dsegfp+dsJHAMT, dsTorso, dsTorso+dsJHAMT and dsTorso+ dsJHAMT+20E; or dsegfp, dsegfp+dsMet, dsTorso, dsTorso+dsMet and dsTorso+ dsMet+20E. Significant differences in light avoidance index (LAI) (Q-T), accumulated rate of larvae that had buried in soil (ARLB) (M-P) at each testing time point, rate of pupae on the soil (RPS) (U-X) through a two-week experiment period to those in control (dsegfp-fed) were indicated by different letters (P < 0.05).

https://doi.org/10.1371/journal.pgen.1007423.s007

(TIF)

S8 Fig. Knockdown of LdPTTH (A-D)/LdTorso (E-H) affects the expression of light sensing genes.

Newly-ecdysed Leptinotarsa third-instar larvae had fed on PBS-, dsegfp-, dsPTTH-, 20E-, or dsPTTH+20E, or PBS-, dsegfp-, dsTorso-, 20E-, or dsTorso+20E-immersed foliage for 3 days. Significant differences in the mRNA levels of four light sensing genes LdRh5, LdGr28b, LdTrp and LdTrpA1 were indicated by different letters (P<0.05). See legend in Fig 2 and S1 Fig. for further description.

https://doi.org/10.1371/journal.pgen.1007423.s008

(TIF)

S9 Fig. Torso promotes light sensing by influence on the photo transduction.

Newly-ecdysed Leptinotarsa third-instar larvae had fed PBS-, dsegfp-, dsTorso-, 20E-, or dsTorso+20E-immersed foliage for 3 days. Significant differences in transcript abundance of LdTorso and LdTrpA1 (A), light avoidance index (LAI) (B), accumulated rate of larvae that had buried in soil (ARLB) (C) at each testing time point, and rates of pupae on the soil (RPS) (D) through a two-week experiment period to those in control (dsegfp+20E-fed) were indicated by different letters (P<0.05).

https://doi.org/10.1371/journal.pgen.1007423.s009

(TIF)

S10 Fig. Knockdown of LdTrp does not affect light sensing.

Newly-ecdysed Leptinotarsa third-instar larvae had fed PBS-, dsegfp- and dsTrp-immersed foliage for 3 days. The target gene was knocked down (A). No obvious differences in light avoidance index (LAI) (B) (P>0.10) were found in the LdTrp RNAi larvae.

https://doi.org/10.1371/journal.pgen.1007423.s010

(TIF)

S1 Table. The period of foraging fourth-instar L. decemlineata larvae.

https://doi.org/10.1371/journal.pgen.1007423.s011

(PDF)

S2 Table. Primers used in dsRNA synthesis and qRT-PCR.

https://doi.org/10.1371/journal.pgen.1007423.s012

(PDF)

Acknowledgments

We are very grateful to Jiang He for assistance in insect rearing and collection. We thank other field entomologists and technicians in Urumqi for technical and other assistance.

References

  1. 1. Grof-Tisza P., Holyoak M., Antell E., & Karban R. (2015). Predation and associational refuge drive ontogenetic niche shifts in an arctiid caterpillar. Ecology, 96(1), 80–89. pmid:26236893
  2. 2. Moran N. A. (1994). Adaptation and constraint in the complex life cycles of animals. Annual Review of Ecology and Systematics, 25, 573–600.
  3. 3. Werner E. E. (1988). Size, scaling and the evolution of complex life cycles. NewYork:Springer.
  4. 4. Wilbur H. M. (1980). Complex life-cycles. Annual Review of Ecology and Systematics, 11, 67–93.
  5. 5. Yamanaka N., Romero N. M., Martin F. A., Rewitz K. F., Sun M., O’Connor M. B., & Léopold P. (2013). Neuroendocrine control of Drosophila larval light preference. Science, 341(6150), 1113–1116. pmid:24009394
  6. 6. Kristensen N. P. (1999). Phylogeny of endopterygote insects, the most successful lineage of living organisms. European Journal of Entomology, 96(3), 237–254.
  7. 7. Peters R. S., Meusemann K., Petersen M., Mayer C., Wilbrandt J., Ziesmann T., … Misof B. (2014). The evolutionary history of holometabolous insects inferred from transcriptome-based phylogeny and comprehensive morphological data. BMC Evolutionary Biology, 14(1), 52. pmid:24646345
  8. 8. Ballman E. S., Collins J. A., & Drummond F. A. (2017). Pupation behavior and predation on Drosophila suzukii (Diptera: Drosophilidae) pupae in Maine wild blueberry fields. Journal of Economic Entomology, 110(6), 2308–2317. pmid:29029219
  9. 9. Del Pino F., Jara C., Pino L., & Godoy-Herrera R. (2014). The neuro-ecology of Drosophila pupation behavior. PLoS One, 9(7), e102159. pmid:25033294
  10. 10. Lucas E., Coderre D., & Brodeur J. (2000). Selection of molting and pupation sites by Coleomegilla maculata (Coleoptera: Coccinellidae): avoidance of intraguild predation. Environmental Entomology, 29(3), 454–459.
  11. 11. Roberge C., Fréchette B., Labrie G., Dumont F., & Lucas E. (2016). Gregarious pupation act as a defensive mechanism against cannibalism and intraguild predation. Insect Science, 23(4), 612–620. pmid:25684624
  12. 12. Yee W. L. (2013). Influence of media type and moisture on adult development and pupal mortality in Rhagoletis indifferens (Diptera: Tephritidae). Environmental Entomology, 42(3), 595–604. pmid:23726070
  13. 13. Villeneuve A. R., LeBlanc H. R., Leos V. B., Mayne S. J., McCarthy S. A., Nagar S. J., & Watling J. S. (2017). Pupation site selection and enemy avoidance in the introduced pine sawfly (Diprion similis). Northeastern Naturalist, 24(sp7), B19–B31.
  14. 14. Wang H., Ma T., Xiao Q., Cao P., Chen X., Wen Y., … Wang C. (2017). Pupation behaviors and emergence successes of Ectropis grisescens (Lepidoptera: Geometridae) in response to different substrate types and moisture contents. Environmental Entomology, 46(6), 1365–1373. pmid:29069472
  15. 15. Weston P. A., & Desurmont G. A. (2008). Pupation by Viburnum leaf beetle (Coleoptera: Chrysomelidae): Behavioral description and impact of environmental variables and entomopathogenic nematodes. Environmental Entomology,37(4),845–849. pmid:18801247
  16. 16. Farca-Luna A. J., & Sprecher S. G. (2013). Plasticity in the Drosophila larval visual system. Frontiers in Cell Neuroscience, 7, 105. pmid:23847470
  17. 17. Zhang Y., Wang X. X., Jing X., Tian H. G., & Liu T. X. (2016). Winged pea aphids can modify phototaxis in different development stages to assist their host distribution. Frontiers in Physiology, 7, 307. pmid:27531980
  18. 18. Dominick O. S., & Truman J. W. (1985). The physiology of wandering behaviour in Manduca sexta. II. The endocrine control of wandering behaviour. Journal of Experimental Biology, 117, 45–68. pmid:4067505
  19. 19. Dominick O. S., & Truman J. W. (1986a). The physiology of wandering behaviour in Manduca sexta. III. Organization of wandering behaviour in the larval nervous system. Journal of Experimental Biology, 121, 115–132.
  20. 20. Johnston R. M., & Levine R. B. (1996). Locomotory behavior in the hawkmoth Manduca sexta: Kinematic and electromyographic analyses of the thoracic legs in larvae and adults. Journal of Experimental Biology, 199(Pt 4), 759–774. pmid:8788085
  21. 21. Liu Z., Ling L., Xu J., Zeng B., Huang Y., Shang P., & Tan A. (2017). MicroRNA-14 regulates larval development time in Bombyx mori. Insect Biochemistry and Molecular Biology, 93, 57–65. pmid:29288754
  22. 22. Dominick O. S., & Truman J. W. (1986b). The physiology of wandering behaviour in Manduca sexta. IV. Hormonal induction of wandering behaviour from the isolated nervous system. Journal of Experimental Biology, 121, 133–151.
  23. 23. Miller J. E., & Levine R. B. (2006). Steroid hormone activation of wandering in the isolated nervous system of Manduca sexta Journal of Comparative Physiology A, 192(10), 1049–1062 pmid:16788816
  24. 24. Humberg T. H., & Sprecher S. G. (2017). Age- and wavelength-dependency of Drosophila larval phototaxis and behavioral responses to natural lighting conditions. Frontiers in Behavioral Neuroscience, 11, 66. pmid:28473759
  25. 25. Kane E. A., Gershow M., Afonso B., Larderet I., Klein M., Carter A. R., … Samuel A. D. (2013). Sensorimotor structure of Drosophila larva phototaxis. Proceedings of the National Academy of Sciences of the United States of America, 110(40), E3868–E3877. pmid:24043822
  26. 26. Keene A. C., Mazzoni E. O., Zhen J., Younger M. A., Yamaguchi S., Blau J., … Sprecher S. G. (2011). Distinct visual pathways mediate Drosophila larval light avoidance and circadian clock entrainment. Journal of Neuroscience, 31(17), 6527–6534. pmid:21525293
  27. 27. Mazzoni E. O., Desplan C., & Blau J. (2005). Circadian pacemaker neurons transmit and modulate visual information to control a rapid behavioral response. Neuron, 45(2), 293–300. pmid:15664180
  28. 28. Gong Z., Liu J., Guo C., Zhou Y., Teng Y., & Liu L. (2010). Two pairs of neurons in the central brain control Drosophila innate light preference. Science, 30-30(6003), 499–502. pmid:20966250
  29. 29. Grillo M., Furriols M., de Miguel C., Franch-Marro X., & Casanova J. (2012). Conserved and divergent elements in Torso RTK activation in Drosophila development. Scientific Reports, 2, 762. pmid:23094137
  30. 30. Johnson T. K., Crossman T., Foote K. A., Henstridge M. A., Saligari M. J., Forbes Beadle L., … Warr C. G. (2013). Torso-like functions independently of Torso to regulate Drosophila growth and developmental timing. Proceedings of the National Academy Sciences of the United States of America, 110(36), 14688–14692. pmid:23959885
  31. 31. Smith W., & Rybczynski R. (2012). Prothoracicotropic hormone. In Gilbert L. I. (Ed.), Insect Endocrinology (pp. 1–62).
  32. 32. May M. L. (1981). Role of body temperature and thermoregulation in the biology of the Colorado potato beetle. Stroudsburg, PA: Hutchinson Ross Publishing Co.
  33. 33. Guo W.-C., Liu X.-P., Fu K.-Y., Shi J.-F., Lü F.-G., & Li G.-Q. (2015). Functions of nuclear receptor HR3 during larval-pupal molting in Leptinotarsa decemlineata (Say) revealed by in vivo RNA interference. Insect Biochemistry and Molecular Biology, 63, 23–33. pmid:26005119
  34. 34. Fu K.-Y., Li Q., Zhou L.-T., Meng Q.-W., Lü F.-G., Guo W.-C., & Li G.-Q. (2016). Knockdown of juvenile hormone acid methyl transferase severely affects the performance of Leptinotarsa decemlineata (Say) larvae and adults. Pest Management Science, 72(6), 1231–1241. pmid:26299648
  35. 35. Fu K.-Y., Lü F.-G., Guo W.-C., & Li G.-Q. (2015). Characterization and functional study of a putative juvenile hormone diol kinase in the Colorado potato beetle Leptinotarsa decemlineata (Say). Archives of Insect Biochemistry and Physiology, 90(3), 154–167. pmid:26280246
  36. 36. Fu K.-Y., Zhu T.-T., Guo W.-C., Ahmat T., & Li G.-Q. (2016). Knockdown of a putative insulin-like peptide gene LdILP2 in Leptinotarsa decemlineata by RNA interference impairs pupation and adult emergence. Gene, 581(2), 170–177. pmid:26812356
  37. 37. Guo W.-C., Liu X.-P., Fu K.-Y., Shi J.-F., Lü F.-G., & Li G.-Q. (2016). Nuclear receptor E75 is required for the larval-pupal metamorphosis in the Colorado potato beetle Leptinotarsa decemlineata (Say). Insect Molecular Biology, 25(1), 44–57. pmid:26542892
  38. 38. Kong Y., Liu X.-P., Wan P.-J., Shi X.-Q., Guo W.-C., & Li G.-Q. (2014). The P450 enzyme Shade mediates the hydroxylation of ecdysone to 20-hydroxyecdysone in the Colorado potato beetle, Leptinotarsa decemlineata. Insect Molecular Biology, 23(5), 632–643. pmid:24989229
  39. 39. Lü F.-G., Fu K.-Y., Guo W.-C., & Li G.-Q. (2015). Characterization of two juvenile hormone epoxide hydrolases by RNA interference in the Colorado potato beetle. Gene, 570, 264–271. pmid:26079572
  40. 40. Liu X.-P., Fu K.-Y., Lü F.-G., Meng Q.-W., Guo W.-C., & Li G.-Q. (2014). Involvement of FTZ-F1 in the regulation of pupation in Leptinotarsa decemlineata (Say). Insect Biochemistry and Molecular Biology, 55, 51–60. pmid:25446391
  41. 41. Meng Q.-W., Liu X.-P., Lü F.-G., Fu K.-Y., Guo W.-C., & Li G.-Q. (2015). Involvement of a putative allatostatin in regulation of juvenile hormone titer and the larval development in Leptinotarsa decemlineata (Say). Gene, 554(1), 105–113. pmid:25452193
  42. 42. Fu K.-Y., Guo W.-C., Ahmat T. and Li G.-Q. (2015). Knockdown of a nutrient amino acid transporter gene LdNAT1 reduces free neutral amino acid contents and impairs Leptinotarsa decemlineata pupation. Scientific Reports, 5, 18124. pmid:26657797
  43. 43. Montell C. (1999). Visual transduction in Drosophila. Annual Review of Cell and Developmental Biology, 15(1), 231–268. pmid:10611962
  44. 44. Smagghe G., Böhm G. A., Richter K., & Degheele D. (1995). Effect of nonsteroidal ecdysteroid agonists on ecdysteroid titer in Spodoptera exigua and Leptinotarsa decemlineata. Journal of Insect Physiology, 41(11), 971–974.
  45. 45. Meng Q.-W., Xu Q.-Y., Deng P., Fu K.-Yun., Guo W.-C., Li G.-Q. (2018). Involvement of methoprene-tolerant (Met) in the determination of the final body size in Leptinotarsa decemlineata (Say) larvae. Insect Biochemistry and Molecular Biology 97, 1–9. pmid:29680288
  46. 46. Zhu T.-T., Meng Q.-W., Guo W.-C., & Li G.-Q. (2015). RNA interference suppression of the receptor tyrosine kinase Torso gene impaired pupation and adult emergence in Leptinotarsa decemlineata. Journal of Insect Physiology, 83, 53–64. pmid:26518287
  47. 47. Montell C. (2012). Drosophila visual transduction. Trends in Neurosciences, 35(6), 356–363. pmid:22498302
  48. 48. Xiang Y., Yuan Q., Vogt N., Looger L. L., Jan L. Y., & Jan Y. N. (2010). Light-avoidance-mediating photoreceptors tile the Drosophila larval body wall. Nature, 468(7326), 921–926. pmid:21068723
  49. 49. Hatem N. E., Wang Z., Nave K. B., Koyama T., & Suzuki Y. (2015). The role of juvenile hormone and insulin/TOR signaling in the growth of Manduca sexta. BMC Biology, 13, 44. pmid:26108483
  50. 50. Jones D., Jones G., & Hammock B. D. (1981). Growth parameters associated with endocrine events in larval Trichoplusia ni (Hübner) and timing of these events with developmental markers. Journal of Insect Physiology, 27, 779–788.
  51. 51. Nijhout H. F. (2015). Big or fast: two strategies in the developmental control of body size. BMC Biology, 13, 57. pmid:26239356
  52. 52. Helm B. R., Rinehart J. P., Yocum G. D., Greenlee K. J., & Bowsher J. H. (2017). Metamorphosis is induced by food absence rather than a critical weight in the solitary bee, Osmia lignaria. Proceedings of the National Academy of Sciences of the United States of America, 114(41), 10924–10929. pmid:28973885
  53. 53. Aljbory Z., & Chen M. S. (2018). Indirect plant defense against insect herbivores: a review. Insect Sci, 25(1), 2–23. pmid:28035791
  54. 54. Clavijo McCormick A., Unsicker S. B., & Gershenzon J. (2012). The specificity of herbivore-induced plant volatiles in attracting herbivore enemies. Trends in Plant Science, 17(5), 303–310. pmid:22503606
  55. 55. Warren J. T., Yerushalmi Y., Shimell M. J., O'Connor M. B., Restifo L. L., & Gilbert L. I. (2006). Discrete pulses of molting hormone, 20-hydroxyecdysone, during late larval development of Drosophila melanogaster: correlations with changes in gene activity. Developmental Dynamics, 235(2), 315–326. pmid:16273522
  56. 56. Rodriguez L., Sokolowski M. B., & Shore J. S. (1992). Habitat selection by Drosophila melanogaster larvae. Journal of Evolutionary Biology, 5(1), 61–70.
  57. 57. Yamanaka N., Rewitz K. F., & O'Connor M. B. (2013). Ecdysone control of developmental transitions: Lessons from Drosophila research. Annual Review of Entomology, 58(1), 497–516. pmid:23072462
  58. 58. Dominick O. S., & Truman J. W. (1984). The physiology of wandering behaviour in Manduca sexta. I. Temporal organization and the influence of the internal and external environments. Journal of Experimental Biology, 110, 35–51. pmid:6540290
  59. 59. Shi X.-Q., Guo W.-C., Wan P.-J., Zhou L.-T., Ren X.-L., Tursun A., … Li G.-Q. (2013). Validation of reference genes for expression analysis by quantitative real-time PCR in Leptinotarsa decemlineata (Say). BMC Research Notes, 6, 93. pmid:23497596
  60. 60. Zhou L.-T., Jia S., Wan P.-J., Kong Y., Guo W.-C., Ahmat T., & Li G.-Q. (2013). RNA interference of a putative S-adenosyl-L-homocysteine hydrolase gene affects larval performance in Leptinotarsa decemlineata (Say). J Insect Physiol, 59(10), 1049–1056. pmid:23973411
  61. 61. Bustin S. A., Benes V., Garson J. A., Hellemans J., Huggett J., Kubista M., … Wittwer C. T. (2009). The MIQE guidelines: minimum information for publication of quantitative real-time PCR experiments. Clinical Chemistry, 55(4), 611–622. pmid:19246619
  62. 62. Zhou J., Qi Y., Hou Y., Zhao J., Li Y., Xue X., … Chen F. (2011). Quantitative determination of juvenile hormone III and 20-hydroxyecdysone in queen larvae and drone pupae of Apis mellifera by ultrasonic-assisted extraction and liquid chromatography with electrospray ionization tandem mass spectrometry. Journal of Chromatography B, 879(25), 2533–2541. pmid:21803004
  63. 63. Cornette R., Gotoh H., Koshikawa S., & Miura T. (2008). Juvenile hormone titers and caste differentiation in the damp-wood termite Hodotermopsis sjostedti (Isoptera, Termopsidae). Journal of Insect Physiology, 54(6), 922–930. pmid:18541259