Abstract
Diapause is an alternative developmental trajectory allowing insects to enter dormancy and persist through predictable periods of seasonally unfavorable conditions. This crucial ecological adaptation defines the geographic and seasonal abundance of many insect pollinators, pests, and vectors. Understanding the hormonal changes by which insects coordinate the perception of external, diapause-inducing cues with the physiological mechanisms that lead to developmental arrest is a long-standing goal in biology. The hormonal regulation of diapause tends to vary by the life stage at which development arrest occurs; for example, diapause is typically regulated by ecdysteroids in larvae and pupae, and by juvenile hormones in adults. However, little is known about the hormonal control of embryonic diapause, particularly in Diptera. To address this fundamental gap, we directly measured 20-hydroxyecdysone (20HE) (via LC-MS/MS) and juvenile hormone III (JH3) (via GC-MS) in diapause and non-diapause eggs of the Asian tiger mosquito, Aedes albopictus. While 20HE abundance did not differ, diapause eggs had lower JH3 abundance than non-diapause eggs. These results are corroborated by transcriptional and manipulative evidence suggesting that reduced JH3 regulates diapause in this medically important mosquito.
Keywords: embryonic diapause, hormonal regulation, juvenile hormone, ecdysone, Aedes albopictus, Diptera
Introduction
The adaptive radiation of insects across diverse climates has been facilitated in part by the repeated evolution of diapause, an anticipatory developmental arrest in advance of unfavorable conditions (e.g., winter, dry season; Waterhouse and Norris, 1980; Tauber et al., 1986; Danks, 1987; Hodkova and Hodek, 2004). Diapause is typically initiated in response to a token environmental cue (e.g., seasonal change in photoperiod), maintained for a genetically determined period, and then terminated after favorable conditions have returned. Thus, diapause allows insects to align their growth and reproduction with local seasonal cycles (Tauber et al., 1986; Danks, 1987). Diapause is a key regulator of life history, geographic range, and seasonal abundance for many insect pollinators (e.g., Kemp and Bosch, 2005; Fründ et al., 2013), agricultural pests (e.g., Pullin et al., 1991; Li et al., 2012; Levine et al., 2015), and disease vectors (e.g., Denlinger and Armbruster, 2014; Gray et al., 2016). Additionally, diapause invokes widespread physiological modifications including accumulation of nutrient reserves, suppression of metabolic activity, increased anaerobic catabolism, cell cycle arrest, alterations in Wnt signaling, and upregulation of various stress tolerance mechanisms (Denlinger, 2002; Hahn and Denlinger, 2007, 2011; King and MacRae, 2015; Ragland and Keep, 2017). Understanding the regulatory mechanisms underlying diapause is a long-standing problem in organismal biology and will facilitate the development of new management approaches to key species.
Ecdysteroids and juvenile hormones regulate a wide range of physiological and developmental processes in insects (Gruntenko and Rauschenbach, 2008; Jindra et al., 2013; Palli, 2016), including diapause (Denlinger, 1985; Denlinger et al., 2012). The specific hormonal signal regulating diapause tends to vary by the stage at which developmental arrest occurs (Denlinger et al., 2012). For instance, developmental arrest during larval or pupal diapause is typically regulated by changes in ecdysteroid abundance (e.g., Ohtaki and Takahashi, 1972; Bowen et al., 1984; Richard et al., 1987). In contrast, developmental arrest during adult diapause is often regulated by changes in juvenile hormone abundance (e.g., Spielman, 1974; Schooneveld et al., 1977; Saunders et al., 1990 and see review in Denlinger et al., 2012).
A major gap exists in our understanding of the hormonal regulation of embryonic diapause, which is widely observed across Lepidoptera, Orthoptera, Hemiptera, and Diptera. Previous research has extensively documented endocrine regulation of embryonic diapause in the silkworm moth (Bombyx mori) by diapause hormone (Hasegawa, 1963; Yamashita and Hasegawa, 1966; Yamashita, 1996). However, this regulatory role for diapause hormone appears to be unique to B. mori and thus has provided little insight into the hormonal basis of embryonic diapause in other species (Denlinger et al., 2012). Beyond B. mori, the hormonal regulation of embryonic diapause has been established in just three species. The gypsy moth (Lymantria dispar) undergoes a developmental arrest initiated and maintained by higher abundance of ecdysteroids (Lee et al., 1997; Lee and Denlinger, 1997) while low ecdysteroid abundance regulates diapause in two locusts (Chortoicetes terminifera, Locusta migratoria; Gregg et al., 1987; Tawfik et al., 2002).
To date, no study has characterized hormone abundance during embryonic diapause of any Dipteran species. Here, we address this gap by investigating the hormonal regulation of embryonic diapause in the Asian tiger mosquito, Aedes albopictus. Over the past 30 years, this medically important vector (Paupy et al., 2009) has successfully invaded temperate regions worldwide (Benedict et al., 2007) due in part to an embryonic diapause that has facilitated survival during long-distance transport (Juliano and Lounibos, 2005; Diniz et al., 2017) and evolved rapidly to align the timing of developmental arrest with local climatic conditions (Urbanski et al., 2012). Temperate populations of Ae. albopictus enter a maternally regulated, photoperiodic diapause. Under short, autumnal daylengths, females produce eggs which complete embryonic development but remain refractory to hatching stimuli as pharate larvae inside the chorion of the egg until the following spring. Over the past decade, the transcriptional regulation of embryonic diapause in Ae. albopictus has been extensively characterized (Urbanski et al., 2010; Poelchau et al., 2011, 2013a,b; Huang X. et al., 2015; Batz et al., 2017) but the hormonal regulation of this crucial adaptation remains unknown. We quantified 20-hydroxyecdysone (20HE) and juvenile hormone III (JH3) in diapausing and non-diapausing eggs at three time points that bracket key stages of embryonic development and interpreted our results in the context of previously collected RNAseq (Poelchau et al., 2013a,b) and manipulative data (Suman et al., 2015).
Materials and Methods
Egg Collection
All measurements used F11 eggs from a laboratory colony of Ae. albopictus established in August 2015 from over 200 larvae collected in Manassas, VA, United States. Prior to this experiment, the population was maintained under previously described conditions [Armbruster and Conn, 2006; long-day photoperiod (LD) 16:8 L:D, 21°C, 80% RH]. To generate egg samples for this experiment, F10 larvae were maintained in 5.5 L Sterlite containers at a density of approximately 250 larvae per 2.5 L deionized (DI) water with 5 mL of food slurry (Armbruster and Conn, 2006) under LD photoperiod at 21°C and 80% RH. Every Monday–Wednesday–Friday, larvae were filtered through a fine mesh net then transferred to a clean 5.5 L Sterlite container; pupae were distributed to adult cages maintained under either diapause-averting LD photoperiod or diapause-inducing, short-day photoperiod (SD, 8:16 L:D).
Adult females were provided weekly bloodmeals and an oviposition cup lined with unbleached paper towel and half-filled with DI water until oviposition ceased. Eggs were collected daily, maintained on a wet paper towel for 48 h, then air dried and stored in containers under SD conditions. At 5, 7, and 11 days post-oviposition (dpov), collected eggs were weighed to the nearest 1 μg (mean: 11.460 mg, range: 9.1–19.5 mg) on a MX5 microbalance (Mettler-Toledo, Columbia, OH, United States), placed in 1.5 mL tubes, snap-frozen in liquid nitrogen between 11 am and 12 pm (Zeitgeber time 3–4 h), and stored at −80°C. A subset of eggs was retained to confirm that LD and SD photoperiod conditions stimulated the production of non-diapause and diapause eggs, respectively (see Urbanski et al., 2012).
We sampled eggs at 5, 7, and 11 dpov for two reasons. First, Ae. albopictus initiates diapause (sensu Koštál, 2006; Koštál et al., 2017) following completion of embryonic development (Mori et al., 1981). Under the conditions utilized in our experiments, Ae. albopictus embryos undergo segmentation at approximately at 5 dpov and non-diapause embryos are competent to hatch at approximately 7 dpov (Poelchau et al., 2013a). By 11 dpov, developmental arrest is firmly established in diapause embryos (Poelchau et al., 2013b). Thus, we chose to compare diapause and non-diapause embryos at time points bracketing the period of hatching competency, including the establishment of developmental arrest during diapause. Second, we chose time points that were similar to those used for previous RNAseq experiments of embryos (Poelchau et al., 2013a, b) so that these data could be leveraged to interpret our current results. These RNAseq results were previously found to be well-correlated with gene expression results obtained via qRT-PCR (Poelchau et al., 2013a).
Ecdysteroid Quantification
To extract ecdysteroids, egg samples were placed in a borosilicate glass 0.5 mL conical bottomed micro tissue grinder tube (Wheaton, Millville, NJ, United States) with 1 μg of farnesol (Sigma-Aldrich, St. Louis, MO, United States) added as an internal standard. Eggs were manually homogenized three times with a Teflon pestle in 300 μL HPLC-grade chilled MeOH then spun at 12,000 RCF for 10 min in a refrigerated (4°C) centrifuge. The resulting supernatant was pooled then eluted through aluminum oxide columns twice with chilled 90% MeOH and once with MeOH. Samples were dried down in a refrigerated (4°C) vacuum centrifuge, resuspended in 20 μL MeOH, and stored at −80°C until analysis. Positive controls were prepared by adding 1 μg each of 20HE (Sigma-Aldrich) and farnesol to empty tubes that were otherwise processed identically. Sample analysis of ecdysteroid concentration was performed using a Micromass Quattro Micro LC-MS/MS (Waters Co., Milford, MA, United States). Injection volumes were 5.0 μL, with separations performed using ACQUITY UPLC BEH C18 2.1 mm by 50 mm columns with a 1.7 μm stationary phase (Waters Co.). Operating conditions for LC runs were a mobile phase flow rate of 0.37 mL min–1 with a binary mobile phase of 0.1% formic acid in acetonitrile and 0.1% formic acid in water. Initial conditions were 1:99 acetonitrile:water, followed by isocratic flow for 0.3 min. At 0.3 min, a linear gradient from 1:99 to 99:1 acetonitrile:water was applied over 4.2 min, followed by 1.0 min isocratic flow at 99:1 acetonitrile:water, after which the mobile phase returned to 1:99 acetonitrile:water. Mass spectrometer settings were electrospray positive, with a desolvation temperature of 350°C. 20HE and farnesol eluted at 2.89 and 4.97 min, respectively, and were quantified using multiple reaction monitoring of characteristic transitions: 481.22 (m/z) > 445.24 (m/z), and 205.41 (m/z) > 121.09 (m/z), respectively. The detection limit of the assay is approximately 5 pg.
Juvenile Hormone Quantification
Each egg sample was placed in a borosilicate glass 0.5 mL conical-bottomed micro tissue grinder tube (Wheaton) with 1 μg of farnesol (Sigma-Aldrich) added as an internal standard. Eggs were manually homogenized three times with a Teflon pestle in 500 μL HPLC grade chilled hexane, then spun at 12,000 RCF for 10 min in a refrigerated (4°C) centrifuge. The hexane fractions were recombined in a clean borosilicate glass vial and dried by vacuum centrifugation. JH was quantified using gas chromatography/mass spectrometry as previously described (Brent and Vargo, 2003). Briefly, the residue was washed out of the vials with three rinses of hexane and added to borosilicate glass columns filled with aluminum oxide. To filter out contaminants, samples were eluted through the columns successively with hexane, 10% ethyl ether-hexane and 30% ethyl ether-hexane. After drying, samples were derivatized by heating at 60°C for 20 min in a solution of methyl-d alcohol (Sigma-Aldrich) and trifluoroacetic acid (Sigma-Aldrich). Samples were dried down, resuspended in hexane, and again eluted through aluminum oxide columns. Non-derivatized components were removed with 30% ethyl ether. The JH derivative was collected into new vials by addition of 50% ethyl-acetate–hexane. After drying, samples were resuspended in hexane, then analyzed using an HP 7890A Series GC (Agilent Technologies, Santa Clara, CA, United States) equipped with a 30 m × 0.25 mm Zebron ZB-WAX column (Phenomenex, Torrance, CA, United States) coupled to an HP 5975C inert mass selective detector. Helium was used as a carrier gas. JH form was confirmed by first running test samples in SCAN mode for known signatures of JH 0, JH I, JH II, JH3, and JH3 ethyl; JH3 was confirmed as the primary endogenous form in this species. Subsequent samples were analyzed using the MS SIM mode, monitoring at m/z 76 and 225 to ensure specificity for the d3-methoxyhydrin derivative of JH3. Total abundance was quantified against a standard curve of derivatized JH3 and adjusted for the starting mass of eggs. The detection limit of the assay is approximately 1 pg.
Statistical Analyses
Analyses were performed in R (R Core Team, 2019). JH3 abundance was log-transformed and analyzed using ANOVA to test for effects of diapause status, age, and their interaction. 20HE abundance was non-linear and fit using two polynomial regression models: a full model including age and developmental status (diapause, non-diapause), and a reduced model containing only age. Models were compared using ANOVA to determine if including developmental status significantly improved explanatory power.
Transcriptional analyses utilized previously collected RNAseq data from diapause and non-diapause Ae. albopictus eggs (Supplementary Dataset 1; Poelchau et al., 2013a, b). Differentially expressed genes at 3, 6, and 11 dpov were investigated by gene set enrichment analyses (Mootha et al., 2003) using the Piano package (Väremo et al., 2013) set to default parameters followed by FDR correction. A reference gene set was annotated with the biological process GO terms assigned on VectorBase (Giraldo-Calderón et al., 2015). JH3 and ecdysteroid synthesis pathway genes as well as JH3 receptors and degradation genes were manually annotated according to previous literature (Bai et al., 2007; Li et al., 2011; Nouzova et al., 2011; Niwa and Niwa, 2014; Matthews et al., 2016). Additionally, we annotated JH3 and ecdysteroid-inducble genes based on gene descriptions provided in VectorBase (Giraldo-Calderón et al., 2015). A complete overview of these gene sets is provided in Supplementary Dataset 1.
Results
Mean diapause incidence was 95.9% (range: 90.5–100%) under SD photoperiod and 5.4% (range: 1.8–9.5%) under LD photoperiod (Supplementary Dataset 2); thus, our photoperiodic treatments induced the expected diapause responses. 20HE peaked under both diapause and non-diapause conditions at 7 dpov but including diapause status as a factor in a quadratic model for 20HE abundance did not improve the explanatory power of the model (Figure 1A and Supplementary Dataset 3; F3,43 = 0.21, p = 0.890). These results indicate that diapause status does not significantly explain variation in 20HE titer. Pathway analysis of RNAseq indicated that neither the 20HE synthesis pathway nor the 20HE-inducible genes were significantly altered under diapause vs. non-diapause conditions at 3, 6 or 11 dpov (Table 1).
TABLE 1.
Early preparation (3 dpov) | Late preparation (6 dpov) | Early diapause (11 dpov) | ||||||||
Group | Genes (n) | # Up | # Down | p-value∗ | # Up | # Down | p-value | # Up | # Down | p-value |
20HE synthesis | 8 | 5 | 3 | 1.000 | 1 | 7 | 0.875 | 6 | 1 | 1.000 |
20HE inducible | 27 | 13 | 14 | 0.161 | 12 | 15 | 1.000 | 11 | 13 | 0.184 |
JH synthesis | 13 | 1 | 10 | 0.033 | 3 | 8 | 0.996 | 6 | 6 | 0.943 |
JH inducible | 15 | 7 | 8 | 0.963 | 2 | 13 | 0.018 | 7 | 8 | 0.928 |
∗p-value estimates likelihood that cumulative change in expression across a gene set are significantly correlated with diapause (see Subramanian et al., 2005).
JH3 was confirmed to be the primary form of juvenile hormone in this species. JH3 abundance was significantly reduced in diapause embryos (Figure 1B and Supplementary Dataset 3; F1,64 = 5.08, p = 0.028). However, age (F2,64 = 0.66, p = 0.518) and the interaction of diapause status and age (F2,64 = 0.13, p = 0.883) did not affect JH3 levels. Pathway analysis of RNAseq data indicated that the JH3 synthesis pathway was significantly repressed at 3 dpov and JH-inducible genes were significantly repressed at 6 dpov (Figure 2 and Table 1).
Discussion
Diapause is a widespread adaptation that allows insects to align their growth and reproduction with seasonally favorable conditions (Tauber et al., 1986; Danks, 1987). Understanding the hormonal changes by which insects coordinate the perception of external, diapause-inducing cues with the physiological mechanisms that lead to developmental arrest is a long-standing goal in biology (Lees, 1956; Denlinger, 2002). Decades of research have led to the identification of common hormonal strategies for diapause at the larval, pupal, and adult stages; however, the hormonal regulation of embryonic diapause remains largely unknown, particularly in Diptera (Denlinger, 1985, 2002; Denlinger et al., 2012). In this study, our direct measurement of reduced JH3 abundance in diapause is corroborated by previous gene expression profiling (Poelchau et al., 2013a, b) and manipulative experiments (Suman et al., 2015) supporting the hypothesis that JH3 regulates embryonic diapause in this species.
Ecdysteroids
In the present study, we directly measured ecdysteroid abundance at three time points under diapause and non-diapause conditions in embryos of the mosquito Ae. albopictus. Consistent with previous results from Toxorhynchites amboinensis (Russo and Westbrook, 1986), 20HE levels peaked near the conclusion of embryonic development (7 dpov; Figure 1A). However, 20HE titer did not significantly differ between diapause and non-diapause eggs. Furthermore, neither the 20HE synthesis pathway nor 20HE-inducible genes underwent any significant, coordinated changes in gene expression (Table 1). We conclude that, in contrast to previously examined embryonic diapauses in Lepidoptera and Orthoptera (Hasegawa, 1963; Yamashita and Hasegawa, 1966; Gregg et al., 1987; Yamashita, 1996; Lee and Denlinger, 1997; Lee et al., 1997; Tawfik et al., 2002), 20HE does not regulate diapause initiation in Ae. albopictus.
Juvenile Hormone
In contrast, we observed approximately two-fold lower JH3 abundance in diapause embryos (Figure 1B). While smaller in magnitude than differences in JH3 abundance detected under diapause vs. non-diapause conditions in insects that diapause at other life stages (e.g., Yin and Chippendale, 1979; Walker and Denlinger, 1980; Readio et al., 1999), our direct measurements are corroborated by transcriptional evidence (Figure 2). For example, the JH3 synthesis pathway is significantly repressed during early diapause preparation (3 dpov). Supporting our interpretation of these results, previous studies have found that reduced expression of genes along the JH3 synthesis pathway is strongly correlated with lower JH3 abundance in both Aedes aegypti (Nouzova et al., 2011; Rivera-Perez et al., 2014) and Diploptera punctata (Huang J. et al., 2015). JH-inducible genes are also significantly repressed during late diapause preparation (6 dpov; Table 1), suggesting that diapause-destined embryos have a limited capacity to respond to JH3 signaling near the time that non-diapause embryos become competent to hatch. Furthermore, gene expression for a JH3-degrading enzyme (JH esterase) is significantly upregulated in early diapause maintenance (11 dpov; Figure 2) as well as later in diapause maintenance (21 and 40 dpov; Poelchau et al., 2013b) suggesting JH3 may remain at low abundance throughout diapause in this species.
Reduced JH3 abundance during developmental arrest is somewhat counterintuitive because low juvenile hormone titer is typically associated with progressive molts, particularly from the larval to pupal stage (Palli, 2016). However, application of a JH3 analog (pyriproxyfen) to diapause Ae. albopictus eggs accelerates the rate of diapause termination in a dose-dependent manner (Suman et al., 2015). At the most effective dosage, approximately 80% of pyriproxyfen exposed eggs terminate diapause by 30 dpov compared to just 1% diapause termination by 80 dpov for control eggs (Suman et al., 2015). Alterations in JH3 abundance can also generate an embryonic diapause-like phenotype in other species. For example, in B. mori, experimental reduction of JH3 synthesis by JHAMT knockout results in fully developed pharate larvae that are unresponsive to hatching stimuli; this phenotype can be rescued in a dose-dependent manner by application of either extracted JH3 or methoprene, a JH3 analog (Nakao et al., 2015). Similarly, experimental supplementation of another juvenile hormone analog (RO-20-3600) to newly deposited Drosophila melanogaster eggs produces pharate larvae which are mobile within the egg but fail to hatch (Smith and Arking, 1975). Together, these data indicate that juvenile hormone abundance likely contributes to the regulation of hatching responses in diverse insects. Embryonic diapause at the pharate larval stage is defined by a failure to respond to hatching stimuli thus, changes in of juvenile hormone abundance may represent a common hormonal strategy for regulating this form of diapause.
In concert with previous transcriptional and manipulative data, our results strongly implicate reduced JH3 abundance as the likely regulator of embryonic diapause in Ae. albopictus. This research is the first direct quantification of hormone abundance during embryonic diapause in any Dipteran species and represents an important step toward clarifying the hormonal regulation of this crucial adaptation to adverse environments. Characterizing the linkage between external stimuli and developmental arrest via hormonal signaling remains a major challenge (Denlinger, 1985; Denlinger et al., 2012). Elucidating these pathways in a variety of species will provide critical insight for fundamental and applied problems including understanding the molecular and physiological basis of life history evolution, predicting species responses to climate change, and identifying novel targets for management of pest and vector species (Denlinger, 2008).
Data Availability Statement
All datasets generated for this study are included in the article/Supplementary Material.
Author Contributions
ZB, CB, and PA contributed to the conception, design of the study, and prepared the initial draft of the manuscript. ZB, MM, and JS performed the animal husbandry and collected the egg samples. CB performed the LC-MS/MS and GC-MS analyses. ZB performed the statistical analyses. All authors contributed to the manuscript revision and approved the submitted version.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
We thank Allan Knopf and Dan Langhorst for assistance measuring the hormone titers. We also thank David Denlinger for helpful comments on earlier versions of the manuscript. Use of trade names or commercial products in this article is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the United States Department of Agriculture. USDA is an equal opportunity provider and employer.
Footnotes
Funding. This work was supported by the National Institutes of Health (1R15A|111328-01) and the Davis Family Endowment to PA.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fphys.2019.01352/full#supplementary-material
References
- Armbruster P., Conn J. E. (2006). Geographic variation of larval growth in North American Aedes albopictus (Diptera: Culicidae). Ann. Entomol. Soc. Am. 99 1234–1243. 10.1603/0013-8746(2006)99 [DOI] [Google Scholar]
- Bai H., Ramaseshadri P., Palli S. R. (2007). Identification and characterization of juvenile hormone esterase gene from the yellow fever mosquito, Aedes aegypti. Insect Biochem. Mol. Biol. 37 829–837. 10.1016/j.ibmb.2007.05.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Batz Z. A., Goff A. C., Armbruster P. A. (2017). MicroRNAs are differentially abundant during Aedes albopictus diapause maintenance but not diapause induction. Insect Mol. Biol. 26 721–733. 10.111/imb.12332 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Benedict M. Q., Levine R. S., Hawley W. A., Lounibos L. P. (2007). Spread of the tiger: global risk of invasion by the mosquito Aedes albopictus. Vector Borne Zoonotic Dis. 7 76–85. 10.1089/vbz.2006.0562 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bowen M. F., Bollenbacher W. E., Gilbert L. I. (1984). In vitro studies on the role of the brain and prothoracic glands in the pupal diapause of Manduca sexta. J. Exp. Biol. 108 9–24. [Google Scholar]
- Brent C. S., Vargo E. L. (2003). Changes in juvenile hormone biosynthetic rate and whole body content in maturing virgin queens of Solenopsis invicta. J. Insect Physiol. 49 967–974. 10.1016/S0022-1910(03)00166-5 [DOI] [PubMed] [Google Scholar]
- Danks H. V. (1987). Insect Dormancy: An Ecological Perspective. Ottawa: Biological Survey of Canada (Terrestrial Arthropods). [Google Scholar]
- Denlinger D. L. (1985). “Hormonal control of diapause,” in Endocrinology II, Volume, eds Kerkut G. A., Gilbert L. I. (Oxford: Pergamon Press; ), 8. [Google Scholar]
- Denlinger D. L. (2002). Regulation of diapause. Annu. Rev. Entomol. 47 93–122. 10.1146/annurev.ento.47.091201.145137 [DOI] [PubMed] [Google Scholar]
- Denlinger D. L. (2008). Why study diapause? Entomol. Res. 38 1–9. 10.1111/j.1748-5967.2008.00139.x [DOI] [Google Scholar]
- Denlinger D. L., Armbruster P. A. (2014). Mosquito diapause. Annu. Rev. Entomol. 59 73–93. 10.1146/annurev-ento-011613-162023 [DOI] [PubMed] [Google Scholar]
- Denlinger D. L., Yocum G. D., Rinehart J. P. (2012). “Hormonal control of diapause,” in Insect Endocrinology, ed. Gilbert L. I. (Amsterdam: Elsevier; ), 430–463. 10.1016/b978-0-12-384749-2.10010-x [DOI] [Google Scholar]
- Diniz D. F. A., De Albuquerque C. M. R., Oliva L. O., De Melo-Santos M. A. V., Ayres C. F. J. (2017). Diapause and quiescence: dormancy mechanisms that contribute to the geographical expansion of mosquitoes and their evolutionary success. Parasit. Vectors 10 1–13. 10.1186/s13071-017-2235-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fründ J., Zieger S. L., Tscharntke T. (2013). Response diversity of wild bees to overwintering temperatures. Oecologia 173 1639–1648. 10.1007/s00442-013-2729-1 [DOI] [PubMed] [Google Scholar]
- Giraldo-Calderón G. I., Emrich S. J., MacCallum R. M., Maslen G., Emrich S., Collins F., et al. (2015). VectorBase: an updated bioinformatics resource for invertebrate vectors and other organisms related with human diseases. Nucleic Acids Res. 43 D707–D713. 10.1093/nar/gku1117 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gray J. S., Kahl O., Lane R. S., Levin M. L., Tsao J. I. (2016). Diapause in ticks of the medically important Ixodes ricinus species complex. Ticks Tick Borne. Dis. 7 992–1003. 10.1016/j.ttbdis.2016.05.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gregg P. C., Roberts B., Wentworth S. L. (1987). Levels of ecdysteroids in diapause and non-diapause eggs of the Australian plague locust, Chortoicetes terminifera (Walker). J. Insect Physiol. 33 237–242. 10.1016/0022-1910(87)90043-6 [DOI] [Google Scholar]
- Gruntenko N. E., Rauschenbach I. Y. (2008). Interplay of JH, 20E and biogenic amines under normal and stress conditions and its effect on reproduction. J. Insect Physiol. 54 902–908. 10.1016/j.jinsphys.2008.04.004 [DOI] [PubMed] [Google Scholar]
- Hahn D. A., Denlinger D. L. (2007). Meeting the energetic demands of insect diapause: nutrient storage and utilization. J. Insect. Physiol. 53 760–773. 10.1016/j.jinsphys.2007.03.018 [DOI] [PubMed] [Google Scholar]
- Hahn D. A., Denlinger D. L. (2011). Energetics of insect diapause. Annu. Rev. Entomol. 56 103–121. 10.1146/annurev-ento-112408-085436 [DOI] [PubMed] [Google Scholar]
- Hasegawa K. (1963). Studies on the mode of action of the diapause hormone in the silkworm, Bombyx mori L. J. Exp. Biol. 40 517–530. [DOI] [PubMed] [Google Scholar]
- Hodkova M., Hodek I. (2004). Photoperiod, diapause and cold-hardiness. Eur. J. Entomol. 101 445–458. 10.14411/eje.2004.064 [DOI] [Google Scholar]
- Huang J., Marchal E., Hult E. F., Tobe S. S. (2015). Characterization of the juvenile hormone pathway in the viviparous cockroach, Diploptera punctata. PLoS One 10:e0117291. 10.1371/journal.pone.0117291 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang X., Poelchau M. F., Armbruster P. A. (2015). Global transcriptional dynamics of diapause induction in non-blood-fed and blood-fed Aedes albopictus. PLoS Negl. Trop. Dis. 9:e0003724. 10.1371/journal.pntd.0003724 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jindra M., Palli S. R., Riddiford L. M. (2013). The juvenile hormone signaling pathway in insect development. Annu. Rev. Entomol. 58 181–204. 10.1146/annurev-ento-120811-153700 [DOI] [PubMed] [Google Scholar]
- Juliano S. A., Lounibos L. P. (2005). Ecology of invasive mosquitoes: effects on resident species and on human health. Ecol. Lett. 8 558–574. 10.1111/j.1461-0248.2005.00755.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kemp W. P., Bosch J. (2005). Effect of temperature on Osmia lignaria (Hymenoptera: Megachilidae) prepupa-adult development, survival, and emergence. J. Econ. Entomol. 98 1917–1923. 10.1603/0022-0493-98.6.1917 [DOI] [PubMed] [Google Scholar]
- King A. M., MacRae T. H. (2015). Insect heat shock proteins during stress and diapause. Annu. Rev. Entomol. 60 59–75. 10.1146/annurev-ento-011613-162107 [DOI] [PubMed] [Google Scholar]
- Koštál V. (2006). Eco-physiological phases of insect diapause. J. Insect. Physiol. 52 113–127. 10.1016/j.jinsphys.2005.09.008 [DOI] [PubMed] [Google Scholar]
- Koštál V., Štìtěna T., Poupardin R., Korbelová J., Bruce A. W. (2017). Conceptual framework of the eco-physiological phases of insect diapause development justified by transcriptomic profiling. Proc. Natl. Acad. Sci. U.S.A. 114 8532–8537. 10.1073/pnas.1707281114 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee K. Y., Denlinger D. E. (1997). A role for ecdysteroids in the induction and maintenance of the pharate first instar diapause of the gypsy moth, Lymantria dispar. J. Insect Physiol. 43 289–296. 10.1016/S0022-1910(96)00082-0 [DOI] [PubMed] [Google Scholar]
- Lee K. Y., Valaitis A. P., Denlinger D. L. (1997). Further evidence that diapause in the gypsy moth, Lymantria dispar, is regulated by ecdysteroids: a comparison of diapause and nondiapause strains. J. Insect. Physiol. 43 897–903. 10.1016/S0022-1910(97)00054-1 [DOI] [PubMed] [Google Scholar]
- Lees A. D. (1956). The physiology and biochemistry of diapause. Annu. Rev. Entomol. 1 1–16. 10.1146/annurev.en.01.010156.000245 [DOI] [Google Scholar]
- Levine E., Oloumi-Sadeghi H., Ellis C. R. (2015). Thermal requirements, hatching patterns, and prolonged diapause in western corn rootworm (Coleoptera: Chrysomelidae) eggs. J. Econ. Entomol. 85 2425–2432. 10.1093/jee/85.6.2425 [DOI] [Google Scholar]
- Li M., Mead E. A., Zhu J. (2011). Heterodimer of two bHLH-PAS proteins mediates juvenile hormone-induced gene expression. Proc. Natl. Acad. Sci. U.S.A. 108 638–643. 10.1073/pnas.1013914108 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li Y., Wu J., Cheng W., Song W., Yuan X. (2012). Comparison of silk glands of diapause and non-diapause larval Sitodiplosis mosellana. J. Insect. Sci. 12 1–9. 10.1673/031.012.8101 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matthews B. J., McBride C. S., DeGennaro M., Despo O., Vosshall L. B. (2016). The neurotranscriptome of the Aedes aegypti mosquito. BMC Genomics 17:32. 10.1186/s12864-015-2239-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mootha V. K., Lindgren C. M., Eriksson K., Subramanian A., Sihag S., Lehar J., et al. (2003). PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nat. Genet. 34 1–7. 10.1038/ng1180 [DOI] [PubMed] [Google Scholar]
- Mori A., Oda T., Wada Y. (1981). Studies on the egg diapause and overwintering of Aedes albopictus in Nagasaki. Trop. Med. 23 79–90. [Google Scholar]
- Nakao H., Daimon T., Shinoda T., Sezutsu H., Uchibori M. (2015). Knockout silkworms reveal a dispensable role for juvenile hormones in holometabolous life cycle. Proc. Natl. Acad. Sci. U.S.A. 112 E4226–E4235. 10.1073/pnas.1506645112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niwa R., Niwa Y. S. (2014). Enzymes for ecdysteroid biosynthesis: their biological functions in insects and beyond. Biosci. Biotechnol. Biochem. 78 1283–1292. 10.1080/09168451.2014.942250 [DOI] [PubMed] [Google Scholar]
- Nouzova M., Edwards M. J., Mayoral J. G., Noriega F. G. (2011). A coordinated expression of biosynthetic enzymes controls the flux of juvenile hormone precursors in the corpora allata of mosquitoes. Insect. Biochem. Mol. Biol. 41 660–669. 10.1016/j.ibmb.2011.04.008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ohtaki T., Takahashi M. (1972). Induction and termination of pupal diapause in relation to the change of ecdysone titer in the flesh fly, Sarcophaga peregrina. Jpn. J. Med. Sci. Biol. 25 369–376. 10.7883/yoken1952.25.369 [DOI] [PubMed] [Google Scholar]
- Palli S. R. (2016). “Hormonal regulation of development and reproduction,” in Management of Insect Pests to Agriculture, eds Czosnek H., Ghanim M. (New York, NY: Springer; ), 97–114. 10.1007/978-3-319-24049-7_4 [DOI] [Google Scholar]
- Paupy C., Delatte H., Bagny L., Corbel V., Fontenille D. (2009). Aedes albopictus, an arbovirus vector: from the darkness to the light. Microbes Infect. 11 1177–1185. 10.1016/j.micinf.2009.05.005 [DOI] [PubMed] [Google Scholar]
- Poelchau M. F., Reynolds J. A., Denlinger D. L., Elsik C. G., Armbruster P. A. (2011). A de novo transcriptome of the Asian tiger mosquito, Aedes albopictus, to identify candidate transcripts for diapause preparation. BMC Genomics 12:619. 10.1186/1471-2164-12-619 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Poelchau M. F., Reynolds J. A., Elsik C. G., Denlinger D. L., Armbruster P. A. (2013a). Deep sequencing reveals complex mechanisms of diapause preparation in the invasive mosquito, Aedes albopictus. Proc. R. Soc. B Biol. Sci. 280:20130143. 10.1098/rspb.2013.0143 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Poelchau M. F., Reynolds J. A., Elsik C. G., Denlinger D. L., Armbruster P. A. (2013b). RNA-Seq reveals early distinctions and late convergence of gene expression between diapause and quiescence in the Asian tiger mosquito, Aedes albopictus. J. Exp. Biol. 216 4082–4090. 10.1242/jeb.089508 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pullin A. S., Bale J. S., Fontaine X. L. R. (1991). Physiological aspects of diapause and cold tolerance during overwintering in Pieris brassicae. Physiol. Entomol. 16 447–456. 10.1111/j.1365-3032.1991.tb00584.x [DOI] [Google Scholar]
- R Core Team (2019). R: A Language and Environment for Statistical Computing. Vienna: R Core Team. [Google Scholar]
- Ragland G. J., Keep E. (2017). Comparative transcriptomics support evolutionary convergence of diapause responses across Insecta. Physiol. Entomol. 42 246–256. 10.1111/phen.12193 [DOI] [Google Scholar]
- Readio J., Chen M. H., Meola R. (1999). Juvenile hormone biosynthesis in diapausing and nondiapausing Culex pipiens (Diptera: Culicidae). J Med Entomol 36 355–360. 10.1093/jmedent/36.3.355 [DOI] [PubMed] [Google Scholar]
- Richard D. S., Warrent J. T., Saunders D. S., Gilbert L. I. (1987). Haemolymph ecdysteroid titres in diapause- and non-diapause-destined larvae and pupae of Sarcophaga argyrostoma. J. Insect. Physiol. 33 115–122. 10.1016/0022-1910(87)90083-7 [DOI] [Google Scholar]
- Rivera-Perez C., Nouzova M., Lamboglia I., Noriega F. G. (2014). Metabolic analysis reveals changes in the mevalonate and juvenile hormone synthesis pathways linked to the mosquito reproductive physiology. Insect. Biochem. Mol. Biol. 51 1–9. 10.1016/j.ibmb.2014.05.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Russo R. J., Westbrook A. L. (1986). “Ecdysteroid levels in eggs and larvae of Toxorhynchites amboinensis,” in Insect Neurochemistry and Neurophysiology, ed. Borkovec A. B. (Berlin: Springer; ), 415–420. 10.1007/978-1-4612-4832-3_64 [DOI] [Google Scholar]
- Saunders D. S., Richard D. S., Applebaum S. W., Ma M., Gilbert L. I. (1990). Photoperiodic diapause in Drosophila melanogaster involves a block to the juvenile hormone regulation of ovarian maturation. Gen. Comp. Endocrinol. 79 174–184. 10.1016/0016-6480(90)90102-R [DOI] [PubMed] [Google Scholar]
- Schooneveld H., Otazo Sanchez A., de Wilde J. (1977). Juvenile hormone-induced break and termination of diapause in the Colorado potato beetle. J. Insect. Physiol. 23 689–696. 10.1016/0022-1910(77)90085-3 [DOI] [Google Scholar]
- Smith R. F., Arking R. (1975). The effects of juvenile hormone analogues on the embryogenesis of Drosophila melanogaster. J. Insect. Physiol. 21 723–732. 10.1016/0022-1910(75)90004-9 [DOI] [PubMed] [Google Scholar]
- Spielman A. (1974). Effect of synthetic juvenile hormone on ovarian diapause of Culex pipiens mosquitoes. J. Med. Entomol. 11 223–225. 10.1093/jmedent/11.2.223 [DOI] [PubMed] [Google Scholar]
- Subramanian A., Tamayo P., Mootha V. K., Mukherjee S., Ebert B. L., Gillette M. A., et al. (2005). Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc. Natl. Acad. Sci. U.S.A. 102 15545–15550. 10.1073/pnas.0506580102 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Suman D. S., Wang Y., Gaugler R. (2015). The insect growth regulator pyriproxyfen terminates egg diapause in the Asian tiger mosquito, Aedes albopictus. PLoS One 10:e0130499. 10.1371/journal.pone.0130499 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tauber M. J., Tauber C. A., Masaki S. (1986). Seasonal Adaptations of Insects. New York, NY: Oxford University Press. [Google Scholar]
- Tawfik A. I., Tanaka Y., Tanaka S. (2002). Possible involvement of ecdysteroids in embryonic diapause of Locusta migratoria. J. Insect Physiol. 48 743–749. 10.1016/S0022-1910(02)00099-9 [DOI] [PubMed] [Google Scholar]
- Urbanski J., Mogi M., O’Donnell D., DeCotiis M., Toma T., Armbruster P. (2012). Rapid adaptive evolution of photoperiodic response during invasion and range expansion across a climatic gradient. Am. Nat. 179 490–500. 10.1086/664709 [DOI] [PubMed] [Google Scholar]
- Urbanski J. M., Aruda A., Armbruster P. (2010). A transcriptional element of the diapause program in the Asian tiger mosquito, Aedes albopictus, identified by suppressive subtractive hybridization. J. Insect. Physiol. 56 1147–1154. 10.1016/j.jinsphys.2010.03.008 [DOI] [PubMed] [Google Scholar]
- Väremo L., Nielsen J., Nookaew I. (2013). Enriching the gene set analysis of genome-wide data by incorporating directionality of gene expression and combining statistical hypotheses and methods. Nucleic Acids Res. 41 4378–4391. 10.1093/nar/gkt111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker G. P., Denlinger D. L. (1980). Juvenile hormone and moulting hormone titres in diapause- and non-diapause destined flesh flies. J. Insect. Physiol. 26 661–664. 10.1016/0022-1910(80)90038-4 [DOI] [Google Scholar]
- Waterhouse D. F., Norris K. R. (1980). “Insects and insect physiology in the scheme of things,” in Insect Biology in the Future, eds Locke M., Smith D. S. (New York, NY: Academic Press; ), 19–37. 10.1016/b978-0-12-454340-9.50006-9 [DOI] [Google Scholar]
- Yamashita O. (1996). Diapause hormone of the silkworm, Bombyx mori: structure, gene expresion and function. J. Insect. Physiol. 42 669–679. 10.1016/0022-1910(96)00003-0 [DOI] [Google Scholar]
- Yamashita O., Hasegawa K. (1966). Further studies on the mode of action of the diapause hormone in the silkworm, Bombyx mori L. J. Insect. Physiol. 12 957–962. 10.1016/0022-1910(66)90082-5 [DOI] [Google Scholar]
- Yin C. M., Chippendale G. M. (1979). Diapause of the southwestern corn borer, Diatraea grandiosella: further evidence showing juvenile hormone to be the regulator. J. Insect. Physiol. 25 513–523. 10.1016/S0022-1910(79)80010-4 [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All datasets generated for this study are included in the article/Supplementary Material.