Skip to main content
  • Research article
  • Open access
  • Published:

Integrated proteomic and transcriptomic analysis of the Aedes aegyptieggshell



Mosquito eggshells show remarkable diversity in physical properties and structure consistent with adaptations to the wide variety of environments exploited by these insects. We applied proteomic, transcriptomic, and hybridization in situ techniques to identify gene products and pathways that participate in the assembly of the Aedes aegypti eggshell. Aedes aegypti population density is low during cold and dry seasons and increases immediately after rainfall. The survival of embryos through unfavorable periods is a key factor in the persistence of their populations. The work described here supports integrated vector control approaches that target eggshell formation and result in Ae. aegypti drought-intolerant phenotypes for public health initiatives directed to reduce mosquito-borne diseases.


A total of 130 proteins were identified from the combined mass spectrometric analyses of eggshell preparations.


Classification of proteins according to their known and putative functions revealed the complexity of the eggshell structure. Three novel Ae. aegypti vitelline membrane proteins were discovered. Odorant-binding and cysteine-rich proteins that may be structural components of the eggshell were identified. Enzymes with peroxidase, laccase and phenoloxidase activities also were identified, and their likely involvements in cross-linking reactions that stabilize the eggshell structure are discussed.


Insect eggshells provide embryos protection from environmental insults, both physical and biological [13]. Although the primary protective function of eggshells is conserved among insects, differences in ecology, in particular oviposition substrates, are strong forces driving the evolution of eggshell morphology, organization and composition [46]. Accordingly, mosquito (Diptera, Culicidae) eggshells show a remarkable diversity in physical properties and structure permitting adaptations to a wide variety of environments. For example, Aedes aegypti eggs are highly-resistant to desiccation allowing embryos to survive for months in dry conditions [7, 8], while the eggshells of other mosquito species, including anophelines, which comprise human malaria vectors, are more permeable, restricting their development and survival to humid environments [9, 10]. Greater knowledge of the proteins that comprise mosquito eggshells is required to understand these differences and to elucidate how they contribute to mosquito reproductive strategies.

Only a small number of Ae. aegypti eggshell components have been characterized [1120]. Here we applied proteomic, transcriptomic, and hybridization in situ techniques to identify additional components and describe processes that participate in eggshell assembly. Understanding roles for the discovered proteins in long-term embryo survival may lead to novel approaches for intervening in the reproduction of these mosquitoes and consequently reduce vector-borne transmission of pathogens to humans.

Results and discussion

Eggshell proteome

Aedes aegypti eggshells were isolated and their proteins resolved by SDS-PAGE (Figure 1). Several proteins are visibly enriched in the purified eggshell samples when compared with whole ovaries extracts prepared at 72 hours post blood meal (hPBM). Ten gel slices (A-J) containing the most abundant eggshell proteins identified by Coomassie blue staining were analyzed by mass spectrometry. Thirty-four distinct proteins were identified in this analysis (Additional file 1).

Figure 1
figure 1

Aedes aegypti eggshell purification. A) Eggshells purified by differential sedimentation from ovaries dissected at 72 hPBM and visualized by light microscopy. Top image, ovary dissected at 72 hPBM. Bottom images, eggshells purified by differential sedimentation. B) Ovary (Ov) and eggshell (ES) protein preparations dissolved in SDS/β-mercaptoethanol buffer resolved using 4–15% SDS-PAGE and stained with Coomassie blue R. The electrophoretic migrations of molecular weight markers (M - Precision Plus Protein Kaleidoscope, Bio-Rad Laboratories) and their corresponding molecular weights are indicated at the left of the figure. The excised gel slices submitted to mass spectrometry are indicated by letters A-J, and the identified proteins are listed in Additional file 1. Vitellin subunits are indicated with asterisks.

The buffer containing SDS/β-mercaptoethanol used for the SDS-PAGE sample preparations did not dissolve all eggshell components since a pellet was recovered by centrifugation of the samples prior to electrophoresis. Protein crosslinking reactions may form higher-order covalent complexes and prevent solubilization of some eggshell proteins, or prevent them from entering the polyacrylamide gel. A second, ‘shotgun’, approach not based on SDS-PAGE was used to mitigate the possible under-representation of proteins in these samples. Tryptic digestion of the whole eggshell preparations followed by mass spectrometry discovered 127 distinct proteins (Additional file 2). All but three of the proteins identified from the excised gel slices were present in the new list of proteins identified from the second experimental approach. Therefore, a total of 130 proteins were identified from the combined mass spectrometric analyses of eggshell preparations. Differences in the two proteomes may arise from various factors including (a) different eggshell preparations, (b) large (≥ 500 kDa) and small (≤ 5 kDa) proteins not resolved during electrophoresis, (c) proteins between gel slices that were not excised after SDS-PAGE, and (d) differences in thresholds parameters for database search results.

Temporal patterns of transcript accumulation – transcriptome and quantitative RT-PCR

An insoluble fraction was recovered from the eggshell preparation even after treatment with trypsin. Therefore, we undertook a complementary, non-protein based approach to evaluate the complexity of the eggshells. The transcriptome of ovaries at the latter stages of eggshell formation (60-72 hPBM) was compared with the published transcriptome of recently-laid Ae. aegypti eggs [21]. Transcripts enriched in the late ovaries and either absent or present at negligible levels in embryos most likely correspond to genes that are expressed in the follicle cells. These are candidates for encoding components of the outermost eggshell layers. Transcripts enriched in the ovaries and maintained at high levels in embryos could be maternally-derived transcripts that serve functions in early embryonic development [2224].

A total of 536 transcripts were found to be at least 10-fold more represented in ovaries than in embryos (p values < 5E−05) (Additional file 3). Publicly-available expression profiles of those transcripts were retrieved and analyzed [25, 26] (Additional file 4). We performed quantitative RT-PCR to examine accumulation profiles of selected transcripts to validate the high-throughput derived data (Additional file 5). Quantitative RT-PCR, microarray [25] and RNA-Seq [26] derived data were concordant for the majority (>90%), and evidenced genes with distinct expression patterns.

Not all proteins identified in the eggshell proteome described above were encoded by these transcripts and this is consistent with differential expression profiles of the eggshell components [25, 26] (Additional files 4 and 5). For example, vitelline membrane proteins (VPMs) encoding genes are expressed during early oogenesis and were not represented among the abundant transcripts during the late stages of egg formation. Also, a number of the transcripts present in ovaries and absent, or detected at low levels in embryos, encode predicted intracellular components that although displaying differential expression profiles are not likely components of the eggshell.

Spatial patterns of transcript accumulation - hybridizations in situ

Hybridizations in situ were performed to further validate expression of four selected genes in vitellogenic ovaries (Figure 2). Three odorant binding protein (OBP) encoding transcripts (AAEL01714-RA, AAEL006396-RA, AAEL006387-RA) accumulated in the follicle cells of ovaries dissected at 48 hPBM. The transcripts of a gene (AAEL007112) encoding a protein with a chitin-binding domain, also accumulated in follicle cells. Hybridizations in situ with ovaries dissected later than 48 hPBM to map accumulation of transcripts encoding cysteine-rich proteins (CRPs) failed. Previous attempts to perform hybridizations in situ at these late stages of oogenesis also failed [24]. Structural and/or physiological changes in the ovaries during late egg formation could either degrade the probes or block their access to targets within the follicle cells.

Figure 2
figure 2

Hybridizations in situ of four transcripts encoding Ae. aegypti eggshell proteins. AaegOBP45 (AAEL01714-RA), AaegOBP31 (AAEL006396-RA), AaegOBP29 (AAEL006387-RA), chitin-binding protein (AAEL007112-RA). All anti-sense probes hybridize to the follicle cells while the sense probe does not. The clear, stain-free, elliptical shapes indicate the positions of the follicular cell nuclei.

Functional assignments of eggshell components

Grouping the transcripts and proteins identified in this study according to known and putative functions and expression profiles reveals multiple components participating in a sequential process of eggshell formation (Figure 3). Morphological aspects of the events resulting in mosquito eggshell formation have been described previously [2729]. The proteins identified here provide molecular support to the earlier ultrastructural observations. Genes either expressed constitutively or specifically at early, intermediate or late stages of egg formation were grouped in six categories described below, five of which are listed in Figure 3.

Figure 3
figure 3

Functional annotations and expression profiles of Aedes aegypti genes associated with eggshell formation. Expression profiles are derived from qRT-PCR (this publication), microarray [25] and RNAseq data [26]. A) Schematic representation of the sequential expression of genes belonging to distinct functional categories: VMPs, vitelline membrane proteins; CBPs, chitin binding proteins/chitinases; OBP, odorant binding proteins; CRP, cysteine-rich proteins. Panels B, C, D, E and F display lists of annotations and expression profiles for VMPs, CBPs, OBPs, CRPs and enzymes involved in eggshell formation. Selected genes (underlined) had their spatial and temporal expression profiles validated by hybridization in situ (indicated by Δ; Figure 2) or quantitative RT-PCR (indicated by ; Additional file 5). Expression values indicated by ‘++’ and ‘+’ refer to higher and lower relative abundance, respectively, with blanks representing negligible or undetectable levels.

Vitelline membrane proteins

The vitelline membrane is the inner layer of the eggshell and vitelline membrane proteins (VMPs) are its main components. Three Ae. aegypti VMPs, 15a-1, 15a-2 and 15a-3 [15] were recovered from gel slices (A and B) that contain proteins with MW values between 10 and 15 kDa (Figure 1), sizes consistent with their predicted sequences. Gel slices C and D, containing proteins with MWs between 15 and 18 kDa, also contained VMPs 15a-1 and 15a-3, supporting the interpretation that alternative post-translational modification or other factors may result in their abnormal and distinctive SDS-PAGE migration.

The products of AAEL006670, identified in gel slice B, and AAEL017471 and AAEL0017501, identified in the whole eggshell proteome, are VMP paralogs and annotated here as novel Ae. aegypti VMPs. Two characteristics that define insect vitelline membrane proteins are essential hydrophobic domains that are highly-conserved in all members of the protein family and a short period of expression and accumulation at the onset of egg formation [30]. The three novel Ae. aegypti VPMs display hydrophobic domains of 30-50 amino acids in length and their corresponding transcripts are up-regulated following a blood meal, patterns consistent with their proposed function (Figures 3 and 4; Additional files 4, 5 and 6). AAEL017471-RA is unique among the Ae. aegypti VMP-encoding transcripts in that its accumulation was maximum at 48 hPBM, while all other VMP transcripts attained their highest levels at 24-36 hPBM. A similar pattern was observed with one of the D. melanogaster VMPs, VM32E, which is expressed only at stage 10 of oogenesis and considered a ‘late’ vitelline membrane gene [31]. VM32E is an integral component of both the vitelline membrane and the endochorion and it may serve as a bridge between the two eggshell layers [31]. Therefore, VM32E and AAEL017471 could perform comparable functions.

Figure 4
figure 4

Conservation of a hydrophobic amino acid sequence motif among Aedes aegypti vitelline membrane proteins. The conserved motif is composed of a sequence 30 amino acids in length. Conserved motif discovery was performed using MEME [65]

Proteins with chitin-binding and chitinase-like domains

Chitin is present in several insect structures at various developmental stages. In addition to the exoskeleton, chitin and chitin-like materials are found in the peritrophic matrix (PM), embryos, ovaries, compound eyes and mosquito eggshells [3234]. Proteins with chitin-binding domains and/or chitinase domains (CBPs), products of AAEL006328, AAEL002400, AAEL000144, and AAEL007112, are included in our datasets of eggshell components (Figure 3, Additional files 1 and 2). AAEL002400-PA and AAEL000144-PA are present in gel slices H (Molecular Weight, MW ~ 60 kDa) and J (250 kDa) (Figure 1), possibly a result of their association with higher-order covalent complexes.

Feeding the chitin synthesis inhibitor lufenuron to adult female mosquitoes results in inhibited oogenesis and egg hatching. Furthermore, eggs laid by lufenuron-treated mosquitoes are fragile [33] and this supports an important role for chitin in maintaining egg integrity. Our findings of chitin-binding proteins in Ae. aegypti eggshells support the hypothesis that an organized structure composed of chitin and chitin-binding proteins provides rigidity to the mosquito eggshell. Eggshell proteins with chitinase domains may play a role in embryo hatching [33, 35] and be stored as proenzymes that are activated immediately prior to hatching.

Odorant binding proteins

Gel slices E, F and G, containing proteins migrating with apparent MWs between 30 and 48 kDa (Figure 1) and the shotgun proteomic approach revealed a series of odorant binding proteins (OBPs) as eggshell components (Additional files 1 and 2). Insect OBPs are reported to be expressed in insect antennae and are proposed to bind small hydrophobic odorant molecules and carry and present them to the olfactory receptors [36]. Structurally-related proteins also have been identified in non-sensory organs of insects, supporting the conclusion that OBPs and OBP-like proteins could have roles unrelated to olfaction. For example, D7-related (D7r) proteins similar in structure to OBPs are abundant components in the saliva of hematophagous insects. The An. gambiae D7r proteins have been shown to bind the biogenic amines serotonin, norepinephrine, and histamine with high affinity thereby reducing the concentrations of these effectors at the feeding site and resulting in an anti-hemostatic activity [37]. The Tenebrio molitor THP12 gene encodes a member of the OBP family that is accumulated in the hemolymph and has the capacity to bind fatty acids with high affinity, a finding consistent with a role in the transport of small hydrophobic molecules [38].

All OBPs identified in the Ae. aegypti eggshell preparations, with the exception of AAEL011483-PA (AaegOBP 50c), belong to the atypical, two-domain subfamily or two-domain clade of OBPs [39, 40]. As the nomenclature indicates, proteins in this subfamily have two OBP domains that likely originated from the fusion of two Classic OBP genes. AAEL011483 encodes a protein that belongs to the “PlusC” OBP family, however its expression pattern indicates that it is not expressed in the ovaries (Additional file 4). AAEL000319-RA (AaegOBP93), although expressed in ovaries, showed enhanced expression in larvae and likely has an alternative function. Consistent with our findings, six of eight OBPs identified in the eggshell of An. gambiae[41] also belong to the atypical, two-domain subfamily or two-domain clade. Although little is known about natural ligands of the OBPs expressed and accumulated in the ovaries, they could carry substrates for eggshell protein crosslinking and assembly reactions. Alternatively or additionally, odorant molecules may act as chemo-attractants for sperm [42], and the OBPs identified in this study could enrich specific attractant molecules at the surface of the untanned mosquito eggshell.

The accumulation of OBPs in vitellogenic mosquito ovaries evidenced by immunoblot analyses [43], their high abundance in the eggshell demonstrated by SDS-PAGE and proteomics in this study, and their transcript accumulation patterns support the hypothesis that they may be structural components of the chorion intermediate layer. OBPs delivering crosslinking substrates could become trapped within the eggshell structure and may have been co-opted through evolutionary selection processes for additional functions.

Cysteine-rich proteins - putative chorion proteins

A group of small proteins displaying high cysteine content were described as putative An. gambiae chorion proteins [41]. Similarly, we found 10 cysteine-rich proteins (CRPs) as components of the Ae. aegypti eggshell. They compose a group of short, putatively secreted proteins that contain a trypsin inhibitor-like, cysteine-rich domain (IPR002919). The genes encoding these proteins are among those expressed most highly in ovaries at 60-72 hPBM and their transcripts are absent from embryos. This pattern supports their function as components of the most external layers of the chorion deposited during the last stages of oogenesis. An alignment of the eggshell CRPs sequences revealed a conserved motif 59 amino acids in length that defines a hydrophobic domain possibly analogous to that seen in the vitelline membrane proteins (Figure 5, Additional file 7).

Figure 5
figure 5

Identification and alignment and of a motif 59 amino acids in length that is conserved among the Aedes aegypti eggshell cysteine-rich proteins. Conserved motif discovery was performed using MEME [65]

Chorion proteins are proposed to have evolved rapidly, providing adaptation to stresses such as desiccation, plant toxins, pathogen invasion and predation [4]. Culicidae (mosquito) and Drosophilidae (fruit fly) lineages are estimated to have diverged  250 million years ago [44] and their females lay eggs in ecologically-distinct sites. The strong selective pressures on chorion components resulting from their respective life histories provide opportunities for engagement of distinct genes and gene families in the process of eggshell assembly. We could not identify any mosquito eggshell component with amino acid sequence similarity to the well-characterized D. melanogaster chorion proteins [3]. The mosquito CRPs possibly function as structural components of the external chorionic layer of the eggshell and their gene families have many members in both Ae. aegypti and An. gambiae. Interestingly, the genes encoding eggshell CRPs in Ae. aegypti are not annotated as orthologous to those described previously as encoding An. gambiae putative chorion proteins [41].


Peroxidases, phenoloxidases, laccases, dopachrome-conversion enzymes, and transglutaminases are enzymes present in the eggshell samples (Figure 3, Additional files 1, 2 and 3). Peroxidase-catalyzed chorion protein crosslinking is a phenomenon documented previously in insect eggshell formation [45] with AAEL004386-PA, HPX8C, identified in the proteome, having been characterized previously as an Ae. aegypti chorion peroxidase (CPO) [18]. The peroxidases AAEL004390-PA (HPX8B) and AAEL000507-PA also were present in our datasets (gel slices H and I, respectively) likely representing new enzymes involved in eggshell formation. Laccase (AAEL016992) was identified as an Ae. aegypti eggshell component. Laccases have p-diphenol oxidase enzymatic activity and participate in cuticular tanning in insects. Pan et al. [46] reported that Culex pipiens pallens laccase 2 (CpLac2) is expressed abundantly in the egg developmental stages and postulated a role in eggshell tanning. The presence of the An. gambiae Laccase 2 transcripts (AGAP006176-RA and -RB) in ovaries and corresponding peptides in the eggshell provide additional support for this hypothesis [41]. Pigmentation of Ae. albopictus eggshells was blocked when laccase 2 expression was knocked down by RNAi [47]. Furthermore, eggs produced after laccase 2 knockdown showed incomplete sclerotization, were deformed and did not complete development [47].

Phenoloxidases are involved in chorion melanization [12]. AePPO5 (AAEL013492-PA) is present in Ae. aegypti eggshells (Additional file 2), however, the accumulation profile of its corresponding transcript indicates that the enzyme is synthesized mainly in tissues other than ovaries [26] (Additional file 4). AAEL013492 is an ortholog of the An. gambiae prophenoloxidase 9 (AgPPO9; AGAP004978-PA) and the Cu. quinquefasciatus product of CPIJ016564 [19]. AePPO5 and AgPPO9 lack secretory signal peptides, and mechanisms involved in the transport of these enzymes to the eggshell are unknown. A putative transglutaminase (AAEL007641-PA) identified as a component of the eggshell (Additional file 2) also has an expression pattern inconsistent with its synthesis in the ovaries [26] (Additional file 4). Transglutaminases participate in multiple biological processes by catalyzing protein crosslinking and playing a key role in cuticle morphogenesis and sclerotization in insects [48]. Therefore, AAEL007641-PA may catalyze protein cross-linking during Ae. aegypti eggshell formation.

The translation products of AAEL006985, AAEL006830, AAEL007096, AAEL010848, and AAEL002333 were identified in gel slices F and H and contain motifs similar to those found in the Major Royal Jelly protein family. This protein family includes the products of the Drosophila yellow genes, which encode dopachrome-conversion enzymes that catalyze cuticle melanization. The yellow-g and yellow-g2 gene products participate in the cross-linking of fruit fly eggshell proteins [49]. Those and our proteome and gene expression data support the hypothesis that mosquito Major Royal Jelly proteins play a catalytic role in the crosslinking of eggshell proteins. However, dopachrome conversion enzyme-encoding genes also are expressed in tissues other than ovaries and at various developmental stages, supporting a role for them in other mosquito metabolic functions. Our proteome data did not include AAEL014238-PA, a dopachrome-conversion enzyme described previously as participating in Ae. aegypti eggshell formation [17]. Its absence indicates that the eggshell protein set reported here, although larger than those included in the previous reports, may be incomplete.

Other cellular and structural proteins

Proteins with similarity to cytoplasmic or cell membrane components were identified in eggshell preparations and could indicate novel functions for these molecules (Additional files 1 and 2). Actin (AAEL001673-PA), gamma glutamyl transpeptidase (AAEL004240-PA), transcriptional regulator ATRX (AAEL010502-PA), ATP-binding cassette transporter (AAEL012192-PA), vacuolar sorting protein (AAEL005861-PA), glycosyl transferase (AAEL001590-PA), coronin (AAEL009249-PA), alpha (1,3) fucosyltransferase (AAEL000244-PA), and a protein of unknown function (AAEL002382-PA) were identified by the proteomics approach. However, a number of non-eggshell proteins may co-purify with the eggshells with the methods used in this study. Other molecules with putative functions in eggshell formation identified by our differential transcriptomic methodology include serine-type endopeptidases (AAEL014188-PA, AAEL003060-PA), a putative 67B2 family heat shock protein (AAEL007339-PA) and myosin (AAEL005733-PA). Although actin, myosin, heat shock proteins and serine proteinases also were identified in D. melanogaster eggshell preparations [50], their functions in the mosquito eggshell remain to be validated.


Aedes aegypti is an important world-wide vector of dengue and yellow fever viruses. Therefore, the management of Ae. aegypti populations is of prime importance to public health and welfare. In general, Ae. aegypti population densities are low during cold and dry seasons and increase immediately after rainfall. This pattern is due to the hatching of a large number of estivated, drought-resistant larvae that hatch in response to water accumulation in natural and artificial breeding sites. Mosquito survival until the next favorable climatic period is then a key factor for the persistence of Ae. aegypti populations [51]. Thus, targeting Ae. aegypti eggs to make them less resistant, or intolerant to desiccation would be beneficial.

Our data fill a gap in knowledge regarding the proteins and sequential processes involved in Ae. aegypti eggshell formation. Proteins involved in the hardening and tanning processes of the mosquito eggshell may represent targets for the development of enzyme-specific inhibitors that added to the egg-laying sites and/or fed to females via blood or nectar could result in abnormal egg formation or a defective chorion. For example, phoroglucinol, a natural phenolic peroxidase inhibitor, affects eggshell formation when fed to adult female insects [52]. This substance or derivatives are potential candidates for controlling vector populations in integrated insect control programs. High-throughput searches for molecules with inhibitory activity on enzymes [53, 54] also can be applied to insect control. The discovery or development of highly specific, Ae. aegypti eggshell enzyme inhibitors would be advantageous and desirable to minimize unwanted environmental effects of insect control strategies on non-target organisms. Design of insecticides that target cuticle and chorion formation, such as lufenuron used to control fleas [55], are possible with an understanding of the biochemical and physiological processes involved in eggshell formation in mosquitoes.

The data documented here also support control strategies involving transgenic insects [5659]. Transgenic mosquitoes with a drought-intolerant embryo phenotype could be engineered, easily raised under controlled humidity laboratory conditions, and upon release would display little or no fitness cost during rainy seasons. However, their eggs would not survive through dry seasons. The population suppression proposed here together with other efforts that result in local or regional vector elimination are anticipated to delay the onset of increased mosquito populations that follows the onset of a rainy season, result in reduced pathogen transmission and provide a consequent reduction in human morbidity and mortality.



The Ae. aegypti Liverpool strain was maintained at 26°C ± 1°C with 77% humidity and 12 h day/night, 30 min dusk/dawn lighting cycle. Larvae were fed a diet of powdered fish food (Tetramin). Adult males and females were kept together in a cage with unlimited access to water and sugar (10% sucrose) until blood feeding. Mosquitoes aged 3-5 days after eclosion were allowed to feed on anaesthetized mice. The study was carried out in strict accordance with the recommendations in the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health.

Eggshell isolation

Eggshell isolation was carried out as described [20] with modifications. Ovaries were dissected from females at 72 hPBM in 0.15 M NaCl and homogenized in a HEPES buffer, pH 8.0 (10 mM HEPES, 130 mM NaCl, 4.7 mM KCl, 0.5 mM phenyl thiocarbamide, 0.1 mM p-nitrophenyl-p’-guanidinobenzoate, 5 mM ethylene diamine tetraacetic acid, 1% Triton X-100, 0.1 mM diethyldithiocarbamic acid, 1 mM phenylmethylsulfonyl fluoride). Eggshells were collected by sedimentation for 15 min on ice and the supernatant decanted. The sediment was washed five times for 15 min each with homogenization buffer. Eggshells then were sonicated for 30 seconds and centrifuged (100 g, 10 min, 4°C). Five additional cycles of resuspending the pellet in homogenization buffer followed by centrifugation were performed to remove cellular contaminants.

SDS-PAGE/mass spectrometry

Purified eggshell and whole ovary samples were dissolved in SDS/β-mercaptoethanol for 2 min at 100°C and then resolved by polyacrylamide gel electrophoresis. Proteins were stained with Coomassie Brilliant Blue R-250 and excised as slices from the gel using a sharp scalpel. Gel slices were destained in 100 μl of 100 mM ammonium bicarbonate and 50% acetonitrile for 10 min at room temperature (RT) while agitating at 700 rpm. Two identical destaining steps were performed. The gel slices were dehydrated in 30 μl of acetonitrile for 10 min at RT, while agitating at 700 rpm. The acetonitrile was removed and the dehydration step was repeated. After removal of the acetonitrile, gel slices were dried in a Savant ISS110 SpeedVac Concentrator for 10 min at 45°C. Disulfide bonds were disrupted in 50 μL of 10 mM dithiothreitol in 50 mM ammonium bicarbonate, incubating for 1 hr at 60°C. The dithiothreitol solution was removed and cysteines were alkylated with 50 mM iodoacetamide in 50 mM ammonium bicarbonate during incubation for 45 min at 45°C in the dark. Gel slices then were washed with 20 μl of 50 mM ammonium bicarbonate, followed by a wash with 50 μl of 100 mM ammonium bicarbonate. After two 10 min washes with 30 μl of acetronitrile, gel slices were dried for 5-10 min under vacuum. Each sample was incubated in trypsin (50 μL at 20 ng/mL) for 45 min at 4°C and then at 37°C, overnight. Tryptic peptides were extracted by adding 30 μL of 50% (v/v) acetonitrile/1% (v/v) formic acid and incubating for 10 min at RT. The extraction solution was transferred to another tube and the extraction step was performed three additional times. All extracts of each gel slice were combined and samples evaporated to dryness in a rotary vacuum and reconstituted in 20 μL of HPLC loading buffer consisting of 50% (v/v) acetonitrile/1.0% (v/v) formic acid. LC-MS was carried out for data acquisition using a Waters ACQUITY UPLC® system coupled to a SYNAPT®G2 mass spectrometer. Injected samples were washed on a trap column prior to being loaded on a separation column. The sample was separated by a linear gradient from 95% A (0.1% v/v formic acid in water) and 5% B (0.1% v/v formic acid in acetonitrile) to 65% A and 35% B over 90 min. Masslynx 3.5 software (Waters Corporation, Milford, MA, USA) was used for data acquisition, and processing. Peptides were identified using ProteinLynx Global Server Web (Waters) with SwissProt database for Ae. aegypti.

Whole eggshell nanoLC-MS/MS

Protein extraction and digestion for mass spectrometry was adapted from [60]. Briefly, eggshells were dissolved in a buffered solution containing sodium dodecyl sulfate (SDS) and tris(2-carboxyethyl)phosphine (TCEP) (Pierce) and the resulting solution placed on a 30 kDa ultrafiltration unit (YM-30, Millipore) which was used for buffer exchange, carbamidomethylation of cysteine, and protein trypsinization. Eluted peptides were cleaned in pipette tips packed with strong cation-exchange (SCX) and C18 filters (3 M Inc.) [61]. Peptides eluted from the C18 phase were transluted to the SCX phase to remove remaining contaminants. Peptides were eluted with ammonium acetate and subjected to nanoLC-MS/MS on an LTQ Velos Pro (ThermoFisher) with EASY-nLC 1000 running a 3 hr acetonitrile gradient at a flow rate of 0.2 nL/min. The Velos Pro instrument method fragmented the 20 most-abundant ions per precursor spectrum via collision induced dissociation, with dynamic exclusion. Searches using Mascot 2.4 were against an Ae. aegypti custom database (alongside a database of common contaminants), with trypsin specificity. The sole fixed and variable modifications were Carbamidomethyl (C) and Oxidation (M), respectively. Peptide and fragment mass tolerances were ± 2 Da and ± 0.8 Da, respectively, with a maximum of one missed cleavage.

Transcriptome analyses

Ilumina transcriptomes were generated as in [62]. Data from two samples, 0-2 hour embryos [19] and ovaries dissected 60-72 hPBM (this work), were compared. The 0-2 hr embryo sample has 6,629,888 reads 33 bp in length, and the 60-72 hPBM ovary sample comprises 15,691,856 40 bp long reads. Reads were aligned by bowtie [63] to the 18,769 annotated Ae. aegypti transcripts (AaegL1.3 database, to calculate relative transcript accumulation. The number of reads mapped to each transcript was counted and normalized, resulting in values expressed as reads per kilobase per million mapable reads (RPKM).

The DEGseq method in the DEGseq package was used to determine the significance and fold-changes of transcript abundance between samples. The MA-plot-based method with random sampling model (MARS) with the default p-value < 0.001 was used for our analysis. The input data were the values of normalized mapped reads for each transcriptome sample.

Quantitative RT-PCR

RNA samples were extracted using TRIZOL (Invitrogen) from pools of ovaries dissected from females kept exclusively on a sugar diet or collected at defined intervals after blood feeding. Following DNAse I (Invitrogen) treatment, a total of 10 μg of RNA were used for cDNA synthesis with superscript III (Invitrogen) and random primers. Real-time quantitative PCR reactions of 20 μl were performed in triplicate with SYBR Green Supermix (Biorad) and 0.3 μM of each primer (Additional file 8) on three sequential five-fold dilutions each of the original cDNA. Real-time quantitative PCR reactions were run on an iQ3 system (Biorad). No primer dimers were detected when inspecting the melting curves and primer pairs with at least 90% amplification efficiency were selected. Fold-changes in mRNA abundance were derived by the comparative Ct method [64] using a constitutively-expressed gene, rp49 (GenBank Acc. No.:AY539746; AAEL003396) as the reference transcript.

Hybridization in situ

Hybridizations in situ in whole-mount ovaries were conducted as described previously [23]. A One-step RT-PCR kit (Qiagen, Valencia, CA) was used to generate the probes, for subsequent cDNA amplification reactions. Sequences of the oligonucleotide primers are listed in Additional file 8. Reaction mixtures were incubated for 30 min at 50°C and 15 min at 95°C. Amplification conditions were 3 min at 95°C followed by 30 cycles of 30 s at 95°C, 30 s at 60°C and 1 min at 72°C. RT-PCR products were cloned into the pCR®4-TOPO® cloning vector (Invitrogen) and sequenced to confirm their identity. Digoxygenin (DIG)-labeled sense and antisense RNA probes for each gene product was synthesized in vitro using T3 or T7 RNA polymerases (Ambion, Austin, TX).


  1. Margaritis LH: Structure And Physiology Of The Eggshell. Comprehensive Insect Physiology, Biochemistry and Pharmacology. Volume I Embryogenesis and Reproduction. Edited by: Kerkut GA, Gilbert LI. 1985, Oxford: Pergamon Press, 153-230.

    Google Scholar 

  2. Waring GL: Morphogenesis of the eggshell in Drosophila. Int Rev Cytol. 2000, 198: 67-108.

    Article  CAS  Google Scholar 

  3. Cavaliere V, Bernardi F, Romani P, Duchi S, Gargiulo G: Building up the Drosophila eggshell: first of all the eggshell genes must be transcribed. Dev Dyn. 2008, 237: 2061-2072. 10.1002/dvdy.21625.

    Article  CAS  Google Scholar 

  4. Jagadeeshan S, Singh RS: Rapid evolution of outer egg membrane proteins in the Drosophila melanogaster subgroup: a case of ecologically driven evolution of female reproductive traits. Mol Biol Evol. 2007, 24: 929-938. 10.1093/molbev/msm009.

    Article  CAS  Google Scholar 

  5. Suman DS, Shrivastava AR, Parashar BD, Pant SC, Agrawal OP, Prakash S: Variation in morphology and morphometrics of eggs of Culex quinquefasciatus mosquitoes from different ecological regions of India. J Vector Ecol. 2009, 34: 191-199.

    Article  CAS  Google Scholar 

  6. Sahlén G: Eggshell ultrastructure in four mosquito genera (Diptera, culicidae). J Am Mosq Control Assoc. 1996, 12: 263-270.

    Google Scholar 

  7. Christophers SR: Aedes Aegypti. The Yellow Fever Mosquito. Its Life History, Bionomics And Structure. 1960, London: Cambridge University Press

    Google Scholar 

  8. Sota T, Mogi M: Survival time and resistance to desiccation of diapause and non-diapause eggs of temperate Aedes (Stegomyia) mosquitoes. Entomol Exp Appl. 1992, 63: 155-161. 10.1111/j.1570-7458.1992.tb01570.x.

    Article  Google Scholar 

  9. Deane MP, Causey OR: Viability of Anopheles gambiae eggs and morphology of unusual types found in Brazil. Am J Trop Med Hyg. 1943, 23: 95-102.

    Google Scholar 

  10. Beier JC, Copeland R, Oyaro C, Masinya A, Odago WO, Oduor S, Koech DK, Roberts CR: Anopheles gambiae complex egg-stage survival in dry soil from larval development sites in western Kenya. J Am Mosq Control Assoc. 1990, 6: 105-109.

    CAS  Google Scholar 

  11. Lin Y, Hamblin MT, Edwards MJ, Barillas-Mury C, Kanost MR, Knipple DC, Wolfner MF, Hagedorn HH: Structure, expression, and hormonal control of genes from the mosquito, Aedes aegypti, which encode proteins similar to the vitelline membrane proteins of Drosophila melanogaster. Dev Biol. 1993, 155: 558-568. 10.1006/dbio.1993.1052.

    Article  CAS  Google Scholar 

  12. Li J: Egg chorion tanning in Aedes aegypti mosquito. Comp Biochem Physiol. 1994, 109A: 835-843.

    Article  CAS  Google Scholar 

  13. Ferdig MT, Li J, Severson DW, Christensen BM: Mosquito dopa decarboxylase cDNA characterization and blood-meal-induced ovarian expression. Insect Mol Biol. 1996, 5: 119-126. 10.1111/j.1365-2583.1996.tb00046.x.

    Article  CAS  Google Scholar 

  14. Li J, Hodgeman BA, Christensen BM: Involvement of peroxidase in chorion hardening in Aedes aegypti. Insect Biochem Mol Biol. 1996, 26: 309-317. 10.1016/0965-1748(95)00099-2.

    Article  CAS  Google Scholar 

  15. Edwards MJ, Severson DW, Hagedorn HH: Vitelline envelope genes of the yellow fever mosquito, Aedes aegypti. Insect Biochem Mol Biol. 1998, 28: 915-925. 10.1016/S0965-1748(98)00083-6.

    Article  CAS  Google Scholar 

  16. Han Q, Li G, Li J: Purification and characterization of chorion peroxidase from Aedes aegypti eggs. Arch Biochem Biophys. 2000, 378: 107-115. 10.1006/abbi.2000.1821.

    Article  PubMed Central  CAS  Google Scholar 

  17. Yao R, Li J: Towards global analysis of mosquito chorion proteins through sequential extraction, two-dimensional electrophoresis and mass spectrometry. Proteomics. 2003, 3: 2036-2043. 10.1002/pmic.200300536.

    Article  CAS  Google Scholar 

  18. Li J, Kim SR, Li J: Molecular characterization of a novel peroxidase involved in Aedes aegypti chorion protein crosslinking. Insect Biochem Mol Biol. 2004, 34: 1195-1203. 10.1016/j.ibmb.2004.08.001.

    Article  CAS  Google Scholar 

  19. Kim SR, Yao Y, Han Q, Christensen BM, Li J: Identification and molecular characterization of a prophenoloxidase involved in Aedes aegypti chorion melanization. Insect Mol Biol. 2005, 14: 185-194. 10.1111/j.1365-2583.2004.00547.x.

    Article  PubMed Central  CAS  Google Scholar 

  20. Li JS, Li J: Major chorion proteins and their crosslinking during chorion hardening in Aedes aegypti mosquitoes. Insect Biochem Mol Biol. 2006, 36: 1195-1203.

    Article  Google Scholar 

  21. Biedler JK, Hu W, Tae H, Tu Z: Identification of early zygotic genes in the yellow fever mosquito Aedes aegypti and discovery of a motif involved in early zygotic genome activation. PLoS One. 2012, 7: e33933-10.1371/journal.pone.0033933.

    Article  PubMed Central  CAS  Google Scholar 

  22. Jaeger J, Manu , Reinitz J: Drosophila blastoderm patterning. Curr Opin Genet Dev. 2012, 22: 533-541. 10.1016/j.gde.2012.10.005.

    Article  CAS  Google Scholar 

  23. Calvo E, Walter M, Adelman ZN, Jimenez A, Onal S, Marinotti O, James AA: Nanos (nos) genes of the vector mosquitoes, Anopheles gambiae, Anopheles stephensi and Aedes aegypti. Insect Biochem Mol Biol. 2005, 35: 789-798. 10.1016/j.ibmb.2005.02.007.

    Article  CAS  Google Scholar 

  24. Juhn J, James AA: Oskar gene expression in the vector mosquitoes, Anopheles gambiae and Aedes aegypti. Insect Molec Biol. 2006, 15: 363-372. 10.1111/j.1365-2583.2006.00655.x.

    Article  CAS  Google Scholar 

  25. Dissanayake SN, Ribeiro JM, Wang MH, Dunn WA, Yan G, James AA, Marinotti O: aeGEPUCI: a database of gene expression in the dengue vector mosquito, Aedes aegypti. BMC Res Notes. 2010, 3: 248-10.1186/1756-0500-3-248.

    Article  PubMed Central  Google Scholar 

  26. Akbari OS, Antoshechkin I, Amrhein H, Williams B, Diloreto R, Sandler J, Hay BA: The developmental transcriptome of the mosquito Aedes aegypti, an invasive species and major arbovirus vector. G3 (Bethesda). 2013, 3: 1493-1509. 2013.

    Article  Google Scholar 

  27. Anderson WA, Spielman A: Incorporation of RNA and protein precursors by ovarian follicles of Aedes aegypti mosquitoes. J Submicrosc Cytol. 1973, 5: 181-198.

    CAS  Google Scholar 

  28. Mathew G, Rai KS: The structure and formation of egg membranes in Aedes aegypti. Internat J Insect Morphol Embryol. 1975, 4: 369-380. 10.1016/0020-7322(75)90037-9.

    Article  Google Scholar 

  29. Raikhel AS, Lea AO: Control of follicular epithelium development and vitelline envelope formation in the mosquito; role of juvenile hormone and 20-hydroxyecdysone. Tissue Cell. 1991, 23: 577-5791. 10.1016/0040-8166(91)90015-L.

    Article  CAS  Google Scholar 

  30. Gigliotti S, Graziani F, De Ponti L, Rafti F, Manzi A, Lavorgna G, Gargiulo G, Malva C: Sex-, tissue-, and stage-specific expression of a vitelline membrane protein gene from region 32 of the second chromosome of Drosophila melanogaster. Dev Genet. 1989, 10: 33-41. 10.1002/dvg.1020100106.

    Article  CAS  Google Scholar 

  31. Andrenacci D, Cernilogar FM, Taddel C, Rotoli D, Cavaliere V, Graziani F, Gargiulo G: Specific domains drive VM32E protein distribution and integration in Drosophila eggshell layers. J Cell Sci. 2001, 114: 2819-2829.

    CAS  Google Scholar 

  32. Merzendorfer H, Zimoch L: Chitin metabolism in insects: structure, function and regulation of chitin synthases and chitinases. J Exp Biol. 2003, 206: 4393-4412. 10.1242/jeb.00709.

    Article  CAS  Google Scholar 

  33. Moreira MF, Dos Santos AS, Marotta HR, Mansur JF, Ramos IB, Machado EA, Souza GH, Eberlin MN, Kaiser CR, Kramer KJ, Muthukrishnan S, Vasconcellos AM: A chitin-like component in Aedes aegypti eggshells, eggs and ovaries. Insect Biochem Mol Biol. 2007, 37: 1249-61. 10.1016/j.ibmb.2007.07.017.

    Article  CAS  Google Scholar 

  34. Cohen E: Chitin synthesis and inhibition: a revisit. Pest Manag Sci. 2001, 57: 946-950. 10.1002/ps.363.

    Article  CAS  Google Scholar 

  35. Arnold K, Brydon LJ, Chappell LH, Gooday GW: Chitinolytic activities in Heligmosomoides polygyrus and their role in egg hatching. Mol Biochem Parasitol. 1993, 58: 317-323. 10.1016/0166-6851(93)90054-2.

    Article  CAS  Google Scholar 

  36. Biessmann H, Walter MF, Dimitratos S, Woods D: Isolation of cDNA clones encoding putative odourant binding proteins from the antennae of the malaria-transmitting mosquito, Anopheles gambiae. Insect Mol Biol. 2002, 11: 123-132. 10.1046/j.1365-2583.2002.00316.x.

    Article  CAS  Google Scholar 

  37. Calvo E, Mans BJ, Ribeiro JM, Andersen JF: Multifunctionality and mechanism of ligand binding in a mosquito anti-inflammatory protein. Proc Natl Acad Sci. 2009, 106: 3728-3733. 10.1073/pnas.0813190106.

    Article  PubMed Central  CAS  Google Scholar 

  38. Rothemund S, Liou YC, Davies PL, Krause E, Sönnichsen FD: A new class of hexahelical insect proteins revealed as putative carriers of small hydrophobic ligands. Structure. 1999, 15: 1325-1332.

    Article  Google Scholar 

  39. Manoharan M, Ng Fuk Chong M, Vaïtinadapoulé A, Frumence E, Sowdhamini R, Offmann B: Comparative genomics of odorant binding proteins in Anopheles gambiae, Aedes aegypti, and Culex quinquefasciatus. Genome Biol Evol. 2013, 5: 163-80. 10.1093/gbe/evs131.

    Article  PubMed Central  Google Scholar 

  40. Vieira FG, Rozas J: Comparative genomics of the odorant-binding and chemosensory protein gene families across the Arthropoda: origin and evolutionary history of the chemosensory system. Genome Biol Evol. 2011, 3: 476-490. 10.1093/gbe/evr033.

    Article  PubMed Central  CAS  Google Scholar 

  41. Amenya DA, Chou W, Li J, Yan G, Gershon PD, James AA, Marinotti O: Proteomics reveals novel components of the Anopheles gambiae eggshell. J Insect Physiol. 2010, 56: 1414-1419. 10.1016/j.jinsphys.2010.04.013.

    Article  PubMed Central  CAS  Google Scholar 

  42. Fukuda N, Yomogida K, Okabe M, Touhara K: Functional characterization of a mouse testicular olfactory receptor and its role in chemosensing and in regulation of sperm motility. J Cell Sci. 2004, 15: 5835-5845.

    Article  Google Scholar 

  43. da Silva AL C, Kojin BB, Marinotti O, James AA, Capurro ML: Expression and accumulation of the two-domain odorant binding protein AaegOBP45 in the ovaries of blood-fed Aedes aegypti. Parasites and Vectors. 2013, 6: 364-10.1186/1756-3305-6-364.

    Article  Google Scholar 

  44. Gaunt MW, Miles MA: An insect molecular clock dates the origin of the insects and accords with palaeontological and biogeographical landmarks. Mol Biol Evol. 2002, 19: 748-761. 10.1093/oxfordjournals.molbev.a004133.

    Article  CAS  Google Scholar 

  45. Han Q, Li G, Li J: Chorion peroxidase-mediated NADH/O(2) oxidoreduction cooperated by chorion malate dehydrogenase-catalyzed NADH production: a feasible pathway leading to H(2)O(2) formation during chorion hardening in Aedes aegypti mosquitoes. Biochim Biophys Acta. 2000, 1523: 246-253. 10.1016/S0304-4165(00)00129-X.

    Article  PubMed Central  CAS  Google Scholar 

  46. Pan C, Zhou Y, Mo J: The clone of laccase gene and its potential function in cuticular penetration resistance of Culex pipiens pallens to fenvalerate. Pestic Biochem Physiol. 2009, 93: 105-111. 10.1016/j.pestbp.2008.12.003.

    Article  CAS  Google Scholar 

  47. Wu X, Zhan X, Gan M, Zhang D, Zhang M, Zheng X, Wu Y, Li Z, He A: Laccase2 is required for sclerotization and pigmentation of Aedes albopictus eggshell. Parasitol Res. 2013, 112: 1929-1934. 10.1007/s00436-013-3349-8.

    Article  Google Scholar 

  48. Shibata T, Ariki S, Shinzawa N, Miyaji R, Suyama H, Sako M, Inomata N, Koshiba T, Kanuka H, Kawabata S: Protein crosslinking by transglutaminase controls cuticle morphogenesis in Drosophila. PLoS One. 2010, 5: e13477-10.1371/journal.pone.0013477.

    Article  PubMed Central  Google Scholar 

  49. Claycomb JM, Benasutti M, Bosco G, Fenger DD, Orr-Weaver TL: Gene amplification as a developmental strategy: isolation of two developmental amplicons in Drosophila. Dev Cell. 2004, 6: 145-155. 10.1016/S1534-5807(03)00398-8.

    Article  CAS  Google Scholar 

  50. Fakhouri M, Elalayli M, Sherling D, Hall JD, Miller E, Sun X, Wells L, LeMosy EK: Minor proteins and enzymes of the Drosophila eggshell matrix. Dev Biol. 2006, 293: 127-141. 10.1016/j.ydbio.2006.01.028.

    Article  PubMed Central  CAS  Google Scholar 

  51. Fischer S, Alem IS, De Majo MS, Campos RE, Schweigmann N: Cold season mortality and hatching behavior of Aedes aegypti L. (Diptera: Culicidae) eggs in Buenos Aires City, Argentina. J Vector Ecol. 2011, 36: 94-99. 10.1111/j.1948-7134.2011.00145.x.

    Article  Google Scholar 

  52. Keramaris KE, Margaritis LH, Zografou EN, Tsiropoulos GJ: Egg laying suppression in Drosophila melanogaster (Diptera:Drosophilidae) and Dacus (Bractocera) oleae (Diptera: Tephritidae) by phloroglucinol, a peroxidase inhibitor. Bull Entomol Res. 1996, 86: 369-375. 10.1017/S0007485300034957.

    Article  CAS  Google Scholar 

  53. Willardsen JA, Dudley DA, Cody WL, Chi L, McClanahan TB, Mertz TE, Potoczak RE, Narasimhan LS, Holland DR, Rapundalo ST, Edmunds JJ: Design, synthesis, and biological activity of potent and selective inhibitors of blood coagulation factor Xa. J Med Chem. 2004, 47: 4089-4099. 10.1021/jm0497491.

    Article  CAS  Google Scholar 

  54. Huang P, Ramphal J, Wei J, Liang C, Jallal B, McMahon G, Tang C: Structure-based design and discovery of novel inhibitors of protein tyrosine phosphatases. Bioorg Med Chem. 2003, 11: 1835-1849. 10.1016/S0968-0896(03)00039-7.

    Article  CAS  Google Scholar 

  55. Meola RW, Dean SR, Meola SM, Sittertz-Bhatkar H, Schenker R: Effect of lufenuron on chorionic and cuticular structure of unhatched larval Ctenocephalides felis (Siphonaptera: Pulicidae). J Med Entomol. 1999, 36: 92-100.

    Article  CAS  Google Scholar 

  56. Terenius O, Marinotti O, Sieglaff D, James AA: Molecular genetic manipulation of vector mosquitoes. Cell Host Microbe. 2008, 4: 417-423. 10.1016/j.chom.2008.09.002.

    Article  PubMed Central  CAS  Google Scholar 

  57. O’Brochta DA, Handler AM: Perspectives on the state of insect transgenics. Adv Exp Med Biol. 2008, 627: 1-18. 10.1007/978-0-387-78225-6_1.

    Article  Google Scholar 

  58. Fu G, Lees RS, Nimmo D, Aw D, Jin L, Gray P, Berendonk TU, White-Cooper H, Scaife S, Kim Phuc H, Marinotti O, Jasinskiene N, James AA, Alphey L: Female-specific flightless phenotype for mosquito control. Proc Natl Acad Sci U S A. 2010, 107: 4550-4554. 10.1073/pnas.1000251107.

    Article  PubMed Central  CAS  Google Scholar 

  59. Robert MA, Okamoto K, Lloyd AL, Gould F: A reduce and replace strategy for suppressing vector-borne diseases: insights from a deterministic model. PLoS One. 2013, 8: e73233-10.1371/journal.pone.0073233.

    Article  PubMed Central  CAS  Google Scholar 

  60. Wiśniewski JR, Zougman A, Nagaraj N, Mann M: Universal sample preparation method for proteome analysis. Nat Methods. 2009, 6: 359-362. 10.1038/nmeth.1322.

    Article  Google Scholar 

  61. Rappsilber J, Mann M, Ishihama Y: Protocol for micro-purification, enrichment, pre-fractionation and storage of peptides for proteomics using StageTips. Nat Protoc. 2007, 2: 1896-1906. 10.1038/nprot.2007.261.

    Article  CAS  Google Scholar 

  62. Bonizzoni M, Dunn WA, Campbell CL, Olson KE, Marinotti O, James AA: Strain variation in the transcriptome of the dengue fever vector, Aedes aegypti. G3 (Bethesda). 2012, 2: 103-114. 2012.

    Article  CAS  Google Scholar 

  63. Langmead B, Trapnell C, Pop M, Salzberg SL: Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol. 2009, 10: R25-10.1186/gb-2009-10-3-r25.

    Article  PubMed Central  Google Scholar 

  64. Schmittgen TD, Livak KJ: Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008, 3: 1101-1118. 10.1038/nprot.2008.73.

    Article  CAS  Google Scholar 

  65. Bailey TL, Bodén M, Buske FA, Frith M, Grant CE, Clementi L, Ren J, Li WW, Noble WS: MEME SUITE: tools for motif discovery and searching. Nucleic Acids Res. 2009, 37: W202-W208. 10.1093/nar/gkp335.

    Article  PubMed Central  CAS  Google Scholar 

  66. Simossis VA, Heringa J: PRALINE: a multiple sequence alignment toolbox that integrates homology-extended and secondary structure information. Nucleic Acids Res. 2005, 33: W289-W294. 10.1093/nar/gki390.

    Article  PubMed Central  CAS  Google Scholar 

  67. Gasteiger E, Hoogland C, Gattiker A, Duvaud S, Wilkins MR, Appel RD, Bairoch A: Protein Identification and Analysis Tools on the ExPASy Server. The Proteomics Protocols Handbook. Edited by: Walker JM. 2005, Totowa, New Jersey: Humana Press, 571-607.

    Chapter  Google Scholar 

  68. Kyte J, Doolittle R: A simple method for displaying the hydropathic character of a protein. J Mol Biol. 1982, 157: 105-132. 10.1016/0022-2836(82)90515-0.

    Article  CAS  Google Scholar 

Download references


We thank Judy Coleman and Aniko Fazenas for assistance with mosquito rearing. The research was supported by grants from the NIH NIAID (AI29746).

Author information

Authors and Affiliations


Corresponding authors

Correspondence to Osvaldo Marinotti or Anthony A James.

Additional information

Competing interests

We declare that we have no significant competing financial, professional or personal interests that might have influenced the performance or presentation of the work described in this manuscript.

Authors’ contributions

OM, PDG and AAJ conceived and designed the experiments. OM, TN, BBK, SPC, BN, JJ, RCL, PM, MFW and PDG performed experiments. OM, TN, JJ, RCL, XJ, ZT, PDG and AAJ analyzed the data. TN, XJ, JJ, ZT and PDG contributed reagents/materials/analysis tools. OM, JJ, PDG, ZT and AAJ wrote the manuscript. All authors read and approved the final manuscript.

Electronic supplementary material


Additional file 1: Identification of Aedes aegypti eggshell proteins fractionated by SDS-PAGE and excised from a polyacrylamide gel shown in Figure 1.(XLS 46 KB)

Additional file 2: Identification of proteins solubilized by trypsin digestion of Aedes aegypti eggshells.(XLSX 21 KB)


Additional file 3: Comparative analysis of Aedes aegypti late ovaries (60-72 hPBM) and early embryos (0-2 h) transcriptomes.(XLSX 3 MB)


Additional file 4: Expression profiles of selected Aedes aegypti eggshell- related genes. RNAseq data extracted from Akbari et al., 2013 show transcript abundance (FPKM) at developmental stages and dissected tissues, including ovaries. Microarray data (Dissanayake et al., 2010) are presented as an inset when available, and represent the abundance of specific mRNAs in samples derived from non-blood fed whole females (NBF) and those at 3, 12, 24, 48, 72, and 96 hours following a blood meal (BF). A sample from adult males (M) also is included. (PPTX 2 MB)


Additional file 5: Quantitative RT-PCR determinations of transcript accumulation in the ovaries of Aedes aegypti blood-fed females. Bars represent the mean of three biological replicates with similar results. RNA for each biological replicate was isolated from the ovaries of a single female. AAEL007415 (Laccase), AAEL013027 (VMP 15a-1), AAEL017403 (VMP 15a-2), AAEL006387 (AaegOBP29), AAEL000302 (Cysteine-rich protein, AaegCysR3), AAEL000317 (Cysteine-rich protein, AaegCysR4). Values were normalized to the expression of the ribosomal protein 49 gene, AAEL003396. (PDF 146 KB)


Additional file 6: Sequence and hydrophobicity conservation among Aedes aegypti vitelline membrane proteins. A) Full-length protein sequences were submitted to MEME [65] and a conserved motif 30 amino acids in length was identified. B) Multiple alignment of the sequence motif constructed at PRALINE [66] provides additional support for its conservation. C) The hydrophobicity patterns of the six vitelline membrane proteins were predicted at ExPASy [67] using the Hphob./Kyte & Doolittle option [68]. Bars were inserted in the graphs to indicate the positions of the conserved motif displayed in A and B. (PDF 425 KB)


Additional file 7: Sequence and hydrophobicity conservation among Aedes aegypti eggshell cysteine-rich proteins. A) Full length protein sequences were submitted to MEME [65] and a conserved motif 50 amino acids in length was discovered. B) Multiple alignment of the sequence motif constructed at PRALINE [66] supports the proposed conservation. C) The hydrophobicity patterns of the cysteine-rich proteins were predicted at ExPASy [67] using the Hphob./Kyte & Doolittle option [68]. Bars were inserted in the graphs to indicate the positions of the conserved motif displayed in A and B. (PDF 680 KB)


Additional file 8: Oligonucleotide primer sequences used in quantitative RT-PCRs and for the generation of probes for hybridizations in situ (q and h suffixes, respectively).(PDF 289 KB)

Authors’ original submitted files for images

Rights and permissions

This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated.

Reprints and permissions

About this article

Cite this article

Marinotti, O., Ngo, T., Kojin, B.B. et al. Integrated proteomic and transcriptomic analysis of the Aedes aegyptieggshell. BMC Dev Biol 14, 15 (2014).

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: