Next Article in Journal
In-Vitro and In-Silico Investigation for the Spent-Coffee Bioactive Phenolics as a Promising Aflatoxins Production Inhibitor
Previous Article in Journal
Local and Traditional Ecological Knowledge of Fish Poisoning in Fiji
Previous Article in Special Issue
Molecular Diversity of Linear Peptides Revealed by Transcriptomic Analysis of the Venom Gland of the Spider Lycosa poonaensis
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Functional and Proteomic Insights into Aculeata Venoms

1
Australian National Insect Collection, Commonwealth Scientific & Industrial Research Organisation, Canberra, ACT 2601, Australia
2
Venom Evolution Lab, School of Biological Sciences, The University of Queensland, St. Lucia, QLD 4072, Australia
3
Centre for Ecological and Evolutionary Synthesis, Department of Bioscience, University of Oslo, N-0316 Oslo, Norway
4
School of Chemistry and Molecular Biosciences, University of Queensland, St. Lucia, QLD 4072, Australia
5
Translational Venomics Group, Madrid Institute for Advanced Studies in Food, 4075 Madrid, Spain
6
Southwestern Biological Institute, 1961 W. Brichta Dr., Tucson, AZ 85745, USA
7
State Key Laboratory Cultivation Base for TCM Quality and Efficacy, School of Pharmacy, Nanjing University of Chinese Medicine, 138 Xianlin Avenue, Qixia District, Nanjing 210046, China
8
Institute of Translational Medicine, Department of Biomedical Sciences, Faculty of Health Sciences, University of Macau, Avenida da Universidade, Taipa, Macau
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Toxins 2023, 15(3), 224; https://doi.org/10.3390/toxins15030224
Submission received: 9 November 2022 / Revised: 7 March 2023 / Accepted: 12 March 2023 / Published: 16 March 2023
(This article belongs to the Special Issue Research on Invertebrate Venomics)

Abstract

:
Aculeate hymenopterans use their venom for a variety of different purposes. The venom of solitary aculeates paralyze and preserve prey without killing it, whereas social aculeates utilize their venom in defence of their colony. These distinct applications of venom suggest that its components and their functions are also likely to differ. This study investigates a range of solitary and social species across Aculeata. We combined electrophoretic, mass spectrometric, and transcriptomic techniques to characterize the compositions of venoms from an incredibly diverse taxon. In addition, in vitro assays shed light on their biological activities. Although there were many common components identified in the venoms of species with different social behavior, there were also significant variations in the presence and activity of enzymes such as phospholipase A2s and serine proteases and the cytotoxicity of the venoms. Social aculeate venom showed higher presence of peptides that cause damage and pain in victims. The venom-gland transcriptome from the European honeybee (Apis mellifera) contained highly conserved toxins which match those identified by previous investigations. In contrast, venoms from less-studied taxa returned limited results from our proteomic databases, suggesting that they contain unique toxins.
Key Contribution: This paper provides the broadest examination of aculeate venoms to date and compares their compositions and biochemical activities. The sampling included both social and solitary species, which gave an unprecedented opportunity to examine whether the evolution of eusocial lifestyle had a consistent influence on venom evolution. We found that, while social hymenopterans largely employ their venoms for similar purposes, different lineages make use of different toxins and mechanisms.

1. Introduction

The order Hymenoptera is hyperdiverse and contains a significant plurality—perhaps even a majority—of all extant venomous species [1,2,3,4,5]. These insects play a major role in almost every terrestrial ecosystem but are also significant in terms of purely human concerns because of their capabilities as pests [6,7,8,9], biocontrol agents [10,11,12], agricultural pollinators [13,14], and even threats to human life [15,16,17,18].
Within Hymenoptera, the subclade Aculeata could be said to contain the most diverse array of life histories and social behaviors (including predatory, parasitic, and pollinivorous taxa). Eusociality has arisen multiple times in insects and is another major axis of variation among aculeate lifestyles [19]. Many aspects of sociality—including the underlying genetic systems and selection pressures which lead to it [20,21], and its consequences on life span, resistance, and senescence—in eusocial and solitary species [22], have been studied. Since venom composition often correlates with the behavior of the organism, it would seem likely that venom composition would also change with this evolutionary transition. Solitary and parasitic aculeate wasps use their venoms in order to paralyze and preserve their prey [23,24,25,26], whereas the venoms of bees (both solitary and social) and other social aculeates are primarily deployed in defense of themselves or their colonies [27,28,29,30]. A review of the toxins found in Vespid venoms concluded that the social and solitary species of that family express very different toxins from each other [31]. However, it remains unclear whether social lifestyles have had similar effects on the composition and biochemical activities of the venoms from the various aculeate lineages which have independently evolved towards eusociality. To begin to understand this phenomenon, it is necessary to compare venom composition and activity in a wide range of species.
Aculeate venoms are mixtures of peptides, enzymes, biogenic amines, and other organic compounds, such as formic acid [32,33,34,35,36,37]. Despite solitary species measurably outnumbering their social counterparts [38,39,40], the majority of venom research has focused on social species, in particular, the honeybee, Apis mellifera [1]. The venom from species of Vespidae and Formicidae have also received attention, mostly due to their ability to cause allergic reactions in humans [28,31,41,42]. Sensitivity to these venoms can arise through IgE-mediated, non-IgE-mediated, or even nonimmunologic mechanisms; and more than ten (enzymatic and non-enzymatic) allergens from A. mellifera venom alone have been studied [43,44]. However, most research has focused on the characterization and isolation of single molecules [22,45,46,47,48,49,50,51,52], thereby neglecting whole venom composition. This approach can occasionally overlook evolutionarily relevant findings in cases where an important venom function arises from the interaction or synergy between different toxins.
Many aculeate venoms cause generalized pain and inflammation, and occasionally, they cause anaphylactic shock [53]. A recent review suggests that Phospholipase A2s (PLA2s) are likely the main allergenic component of A. mellifera venom, but other toxins, including serine protease enzymes and hyaluronidases, account for much of the allergenicity as well [54]. Similar toxins have been found in both solitary and social venoms [31,55]; however, in many species, their functions have been implied rather than experimentally tested. Recent studies have identified small linear peptidic toxins from a range of aculeates that also disrupt cell membranes by forming amphipathic helices [56,57,58,59,60,61,62]. Experimentally investigating these bioactivities will give a better understanding of species-specific venom activity. Damage caused by aculeate venoms is often the result of cytotoxic components. Such components have been reported to have potential anticancer effects, which have been extensively explored in bee venom [63,64,65,66,67] but neglected in the majority of other aculeate species, with few exceptions [58,68,69,70]. Further exploring the cytotoxic abilities of venoms will be instrumental guiding translational research exploring the potential to create anti-cancer drugs inspired by these venoms. Other toxins may also be involved in similar lines of research investigating possible anti-inflammatory medications [71,72,73,74,75,76,77].
Modern technologies, especially transcriptomic and proteomic techniques, have made it easier to begin to unravel the compositions of whole venoms. This study involved a proteo-transcriptomic analysis of Apis mellifera venom and large-scale comparisons of aculeate venom using a variety of -omic and bioactivity analyses to increase our understanding of these venoms and the broad patterns of venom variation in these insects (Figure 1).

2. Results

2.1. Transcriptome

After quality control and annotation, our Apis mellifera venom gland libraries yielded transcripts whose translated sequences are almost identical to the protein sequences of previously reported A. mellifera toxins (Figure 2). These final toxin transcripts included icarapins, phospholipase A2 (PLA2), anthophilins including apamin [78], and carboxylesterases.

2.2. Proteomics

1D SDS-PAGE results suggested only small variances in the molecular masses or toxins between species of the same genus, but much greater differences among genera (Figure 3 and Figure 4).

2.3. LC-MS

Venoms were also profiled using LC-MS to examine the low-molecular-mass components. All venoms showed a similar generalized elution profile, revealing venoms rich in low-molecular-mass components (Figure 5, Figure 6 and Figure 7). The components were distributed over the molecular mass range of 500–14,000 Da. The lack of high-mass toxins in the chromatographs does not indicate a true absence. It is more likely a result of ion suppression, which is common in LC-MS analyses [80]. Social bee venoms showed similar chromatograms with evidence of peptide variability among species. However, the chromatograms of solitary bee venoms had distinctly fewer peaks, despite their relatively rich proteomic profiles (Figure 3B and Figure 5F). Wasp venom composition showed significant similarities across species in retention times and molecular masses (Figure 6A–D), as did the ants (Figure 7).

2.4. LC-MS/MS

Despite the high diversity of toxins shown to be present in the gels (Figure 3 and Figure 4) and LC-MS chromatographs (Figure 5, Figure 6 and Figure 7), shotgun-MS/MS analysis was only able to find similar matches to a relative handful of toxins (Figure 8). This was especially pronounced in the solitary wasps and was likely because there are relatively few published homologous sequences available in public databases for us to search our mass spectra against.

2.5. Enzymatic Assays

High PLA2 activity was found in all social bee venoms (Figure 9) compared to the rest of Aculeata. Statistical investigations provided support for social species being more likely to have higher PLA2 activity (PGLS: t = 3.27, df = 1, p = 0.002). However, when looking at the cleavage of serine protease specific substrate, some of the solitary bees, including Xylocopa rufa, X. californica, and Peponapis pruinosa, were the most active, alongside some of the Polistes species (Figure 9).

2.6. Cytotoxicity Assays

The cytotoxic effects of whole venom on one non-transformed and one cancerous cell line were tested to ascertain generalized cytotoxicity (Figure 10). The results showed that the majority of social bee venoms had strong cytotoxic tendencies against both cell lines, as did ant venoms (particularly the genus Mymercia). Using statistical measures, we found that the high cytotoxicity against both non-transformed and cancerous cell lines was related to social aculeates: MM96L (PGLS: t = 3.22, df = 1, p = 0.002); NFF (PGLS: t = 2.87, df = 1, p = 0.005). Further, this higher cytotoxicity against the non-transformed and cancerous cell lines was also statistically significant (PGLS: t = 10.92, df = 1, p = 2 × 10−16).

3. Discussion

In order to fully characterize the venoms of aculeates, a comparative study of venomgland transcriptomes and proteomes is necessary. In recent years, the number of studies that included these data for hymenopterans has increased, but in the face of the enormous diversity of the order, it is clear that the research community has only started to scratch the surface of what there is to be discovered [62,78,91,92,93,94,95,96,97,98,99,100,101,102,103,104]. One interesting aspect of our own contribution to this enormous task is that the transcripts we identified from the venom gland of A. mellifera were found to have nearly identical sequences to other A. mellifera venom proteins which are available in the Uniprot database (Figure 2) and those identified by Koludarov et al. [78]. This similarity could be due to reduced genetic diversity in this species (perhaps as a result of domestication), or it could indicate an unusually strong pattern of conservation in these genes. Studies of honeybees’ genetic diversity suggest that there have been some declines, but that diversity remains reasonably high in this species [105,106,107,108,109,110]. Therefore, a lack of underlying genetic diversity is unlikely to account for the extreme conservation observed in these toxins. Defensive venoms have frequently been noted to be less variable than predatory venoms, so the purpose of the venom may help explain the extreme similarity of A. mellifera toxins [111,112,113]. More specifically, this accords with the finding of Koludarov et al. [78] that the core hymenopteran venom genes are strongly conserved throughout the evolutionary history of the order. Despite the identification of most of the major venom toxins, some of the previously described venom compounds were not able to be recovered. One of these was the antigen 5-like wasp venom paralog, which was absent from the venom gland’s transcriptome. This venom protein is known to be seasonally expressed, and this may have been the reason for its absence in the transcriptome [114].
We also presented a broad functional overview of the venom of aculeate species from the major Aculeata clades that include solitary and social species: Vespidae, Formicidae, and Apoidea; and from two clades with solitary species only: Mutillidae and Scoliidae. Proteomic analysis consisting of 1D SDS-PAGE and LC-MS, combined with shotgun-MS/MS, revealed a diversity of toxins present in both solitary and social species. The 1D SDS-PAGE and LC-MS results suggest a lack of systematic differences between the venoms of social and solitary hymenopterans. Moreover, very similar profiles were observed between congeneric samples (Figure 3, Figure 4, Figure 5, Figure 6 and Figure 7). Despite the diversity of peptides revealed by these methods, a negligible number of toxins in solitary species were similar enough to any reference toxins to produce a hit using shotgun-MS/MS (Figure 8). Previous studies have found solitary wasp venoms to mostly be rich in proteins that are used in order to kill and immobilize prey [26,31,93,94,115,116], whereas solitary bee venoms often contain more antimicrobial peptides [45,46,47,48,49,104,117,118,119]. Previous research has proposed the existence of a hyperdiverse family of peptides from aculeate venoms known as aculeatoxins which tend to form amphipathic helices [62]. The extreme variability in the sequences of the mature toxins from this family would make it difficult to detect novel members using a library-based approach such as shotgun-MS/MS. Overall, the small number of peptides identified from solitary species is unlikely to stem from a genuine absence of toxins but is probably a result of limitations of the proteomics reference database. There are scant sequences available for use as reference material from much of the hymenopteran phylogeny.
LC-MS results revealed an abundance of low-mass molecules (Figure 5, Figure 6 and Figure 7), which is consistent with previous studies suggesting the prevalence of biogenic amines in bee and wasp venoms [120], alkaloids in ant venoms [42], and widespread abundance of small peptides, including allergens across the order [1,33]. Sequence similarities between some of these small linear peptidic toxins—especially in the signal peptide region—formed the basis for the aculeatoxin hypothesis, which suggests that these toxins are related to one another and form a toxin superfamily [62].
PLA2s and serine proteases can be significant allergens in aculeate venoms [32,33,121]. PLA2s are known to be the main enzymes found in honeybee venoms, making up approximately 12% of the dry mass of venom [122,123]. Comparatively, wasp venoms have been found to only have 0.1–1% of the protein present [51], and ants have been found to have similarly low levels of PLA2s [124]. Concordantly, our results indicate that social bee venoms have higher levels of PLA2 activity than most other hymenopterans, and elevated activity in the venoms of Xylocopa rufa and Tetraponera sp. as well (Figure 9). This suggests that toxins other than PLA2s are more likely to be responsible for allergic reactions to the venoms of other taxa. This pattern is quite different to that of serine protease activity, which was elevated in some but not all species of Xylocopa and Polistes, and in Peponapis pruinosa (Figure 9). The molecular function of serine proteases in bee venom is still unknown.
Cytotoxicity is another well-documented activity in aculeate venoms [58,64,68,125], and it has been hypothesized to serve the defensive function of inducing pain. Our results show that the venoms of social bees and some ants—particularly the subfamily Myrmecinae—are more cytotoxic than other hymenopterans, and this pattern was accentuated in the cancerous MM96L cells compared to the non-cancerous NFF cell. This pattern suggests that cytotoxicity has indeed evolved independently in some social lineages, potentially for the purpose of colony defense. The cytotoxic effects of the venom of Apis species is mainly due to the peptide melittin via a membranolytic effect [126]; PLA2s have also been shown to synergistically increase melittin’s cytotoxic effects [73]. The fact that melittin is not present in solitary bee venom suggests that it is likely the primary driver of cytotoxicity in social bee venom. Pilosulin and other aculeatoxins from the Myrmecia genus have been identified as potently cytotoxic molecules [58,62]. Cytotoxic molecules that have been identified in social wasps include mastoparan, which targets the mitochondrial membrane, resulting in tumor cell cytotoxicity [127], and a biologically active quinone isolated from Vespa simillima venom which induces apoptosis [128]. Mastoparans have been isolated from solitary Vespidae but no other species of solitary wasps [31], perhaps hinting at their predominant role in causing the cytotoxic effects of these species. The use of venom peptides for cancer-specific drugs is not a new idea, but no lead compound from a venom has led to an approved anti-cancer drug for human use so far. This is mostly due to the difficulty in isolating peptides that are able to discriminate between deleterious cells and healthy cells. In this study, we found that a range of aculeate venoms are cytotoxic. While many of them were equally damaging to both cell lines, some venoms—especially those of several Myrmecia species—were notably more toxic to cancerous cells than non-cancerous. Other studies have reported that specific peptides from aculeate venoms have various anti-cancer and anti-tumour activities and thus are good potential candidates for these therapeutic avenues [63,126,129,130], and our results suggest some further targets for this sort of in-depth research.
While PGLS analyses indicate that venoms from social lineages display statistically higher PLA2 activity and cytotoxicity (see Section 2.5 and Section 2.6), these are due to elevated levels in the social bees in the first instance and in social bees and some ants in the second. There is no single activity that shows a strong sign of being upregulated in social species from all clades and low levels in the solitary species. This suggests that, while sociality clearly alters the selection pressures acting upon the venoms of these lineages, it does not favor any one particular solution, and the actual toxins and mechanisms employed by social and solitary hymenopteran venoms are often lineage-specific.

4. Conclusions

This study offered a broad investigation into venoms from aculeate hymenopterans to help understand their compositions, functions, and evolution. We also sequenced the venom-gland transcriptome of a honeybee, A. mellifera, which showed that the toxins are extremely conserved across the species. Venom fingerprinting with 1D-SDS PAGE gels and LC/MS suggests that venom composition is often similar within genera, but can vary greatly even between closely related genera. Proteomics and mass spectrometry studies revealed these venoms include a diversity of small peptides, but most were not able to be identified. This suggests that they bear little resemblance to previously discovered toxins which we were able to include in our reference databases.
Our PLA2 activity and cytotoxicity assays suggested significant differences between the venoms of social and solitary species. In each of our assays, these results were driven by particular groups of social aculeates—social bees showed high levels of PLA2 activity and cytotoxicity, social wasps had elevated serine protease activity, and ants possessed all of the most cytotoxic venoms we tested—rather than identifying a particular toxin family or mechanism that showed a clear difference between all social and all solitary species. That being said, these components are mainly pain and/or damage-inducing, and the social lineages responsible for these significant signals upregulated these activities. This suggests that the venoms of social species may have independently evolved to ward off predators but that each lineage achieves this goal using different toxins.
These results add to a growing body of evidence suggesting that hymenopteran venoms have a somewhat paradoxical nature. Many of the venom toxins are highly conserved throughout the entire evolutionary history of the order [78], but others are so diverse that they cannot be identified from mass spectra without highly-related reference sequences to compare against. Many aculeate venoms serve highly similar functions (e.g., defensive venoms in social taxa), but they appear to carry out these roles by employing different toxins and biochemical mechanisms. Findings of incredibly conserved core venom genes or strong negative selection on toxin sequences might be taken to mean that investigating a handful of aculeate venoms would tell us most of what there is to know about the venoms from other members of the clade, but our results suggest that there remains an incredible diversity of toxins and mechanisms to be discovered in the venoms of unstudied aculeate taxa. This diversity will prove useful to future researchers interested in the lives and ecology of these insects and provides a wealth of leads for those looking for new investigational ligands or scaffolds for drug design and development in animal venoms.

5. Materials and Methods

5.1. Taxonomic Selection

The species included in this study (Table 1) were selected in order to provide phylogenetically diverse coverage of aculeate clades that have both solitary and social species (Apoidea, Vespidae, Formicidae) and some that are purely solitary (Mutillidae, Scoliidae).

5.2. Venom Collection

For most species, the venom reservoirs were dissected from the body, rinsed in distilled water, and torn open to let the venom drain out. The venom was then collected for study and the empty reservoir discarded. However, social wasp venoms were collected as described by Schmidt et al. [131]: the sting apparatus was pulled from the body of cold anesthetized wasps, and then, the muscular venom sac was gently squeezed while holding the sting tip to fine Dumont #5 forceps. This expressed the venom which flowed through the stinger and by capillary action up the tines of the forceps.
Venoms were pooled from multiple individuals for each sample, and the number of individuals varied based on venom yield and the ability to collect specimens.

5.3. Proteomics

5.3.1. SDS-PAGE

One-dimensional (1D) sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) was carried out as previously described [132,133,134]. Twelve-percent SDS-PAGE gels were cast into 1 mm slabs with a resolving gel layer (3.3 mL Milli-Q H2O, 4 mL 30% acrylamide mix, 2.5 mL 1.5 M Tris–HCl buffer, pH 8.8, 100 μ L 10% SDS, 4 μ L TEMED, 100 μ L 10% APS); 20 μ g venom sample per lane after dissolving in 3 μ L of 4× sample loading buffer (12 μ L total volume) with DTT; reducing conditions were 3 min incubation at 100 °C; gels were run at room temperature at 120 V for 20 min and then 140 V for 60 min; runs were stopped when dye front was less than 10 mm from the base of the gel (Mini Protean3, Bio-Rad Lab). Gels were stained with colloidal Coomassie brilliant blue G250 (34% methanol, 3% phosphoric acid, 170 g/L ammonium sulphate, 1 g/L Coomassie blue G250) overnight and then destained in 1% acetic acid.

5.3.2. Liquid Chromatography–Mass Spectrometry (LC-MS)

LC-MS and HPLC analyses of 25 μ g crude venom was performed on a Nexera system (Shimadzu: Kyoto, Japan) using a Zorbax 300SB C18, 3.5 μ m column (2.1 × 100 mM, Agilent) at a flow rate of 300 μ L/min. The gradient used was 2–40% Buffer B (90% acetonitrile) over 35 min, 40–98% Buffer B for 2 min, and then holding at 98% Buffer B for 2 min. Buffer A was 0.1% formic acid in water. The HPLC was directly connected to a 5600 TripleTOF equipped with a DuoSpray™ ion source (SCIEX, Framingham, MA, USA), operated in positive-ion acquisition mode. Data were acquired for 46 min over the m/z range 350–2000 Da with a cycle time of 0.5 s. Raw results were analyzed in Analyst® (SCIEX, Framingham, MA, USA).

5.3.3. Tandem Mass Spectrometry (LC-MS/MS)

For liquid chromatography–tandem MS (LC-MS/MS), venom was centrifuged (10 min, 12,000 rcf, 4 °C) to remove particulate matter, and 5–50 μ g of clarified venom was incubated with 20 μ L reduction/alkylation buffer (50 mM ammonium carbonate pH 11.0, 1% iodoethanol, 0.025% triethylphosphine in 48.5% acetonitrile) for 2 h at 37 °C. The reduced and alkylated sample was then lyophilized and resuspended in 10 μ L digestion reagent (20 ng/ μ L proteomics grade trypsin Sigma #T7575, in 40 mM ammonium bicarbonate pH 8.0, 5% acetonitrile) for 16 h at 37 °C. The reaction was then terminated by addition of 20 μ L 5% formic acid, and the tryptic digest was lyophilized. Digests were resuspended in 1% formic acid and 2.5% acetonitrile and loaded onto a 150 × 0.1 mm Zorbax 300SB-C18 column (3.5 μ m particle size, 300 Å pore size, Agilent catalog no. 5065-9910) on a Shimadzu Nano LC system. The LC outflow was coupled to a SCIEX 5600 Triple TOF mass spectrometer equipped with a Turbo V ion source. Peptides were eluted over a 70 min gradient of 1–40% solvent B (90% acetonitrile, 0.1% formic acid) in solvent A (0.1% formic acid) at a flow rate of 0.2 mL/min. MS1 scans were collected between 350 and 1800 m/z, and precursor ions in the range m/z 350–1500 with charge +2 to +5 and signal >100 counts/s were selected for analysis, excluding isotopes within 2 Da. MS/MS scans were acquired with an accumulation time of 250 ms and a cycle time of 4 s. The "rolling collision energy" option was selected, allowing collision energy to be varied dynamically based on m/z and z of the precursor ion. Up to 20 similar MS/MS spectra were pooled from precursor ions, differing by less than 0.1 Da. The resulting mass spectra in WIFF format were then compared with a library of translated ORFs extracted from transcriptomes generated from RNA-Seq experiments (together with a list of common MS contaminants) using a Paragon 4.0.0.0 algorithm implemented in ProteinPilot 4.0.8085 software (SCIEX). A mass tolerance of 50 mDa was used for both precursor and MS/MS ions.

5.4. Transcriptomics

5.4.1. RNA Extraction and Library Preparation

Ten female Apis mellifera were collected from EcoSciences Precinct, University of Queensland, Australia. The venom glands were isolated by dissection, and total RNA was extracted from venom glands by standard TRIzol protocol (ThermoFisher, Waltham, MA, USA). The RNA sample was submitted to the University of Queensland Institute for Molecular Bioscience Sequencing Facility for library preparation and sequencing. A paired-end library with 180 bp insert size was constructed using the Illumina TruSeq-3 Stranded mRNA kit and sequenced on an Illumina NextSeq using a 300-cycle (2 × 150 bp) mid-output run. These reads are available at SRA SRR11349374.

5.4.2. Sequence Data Pre-Processing and Transcriptome Assembly

The resulting reads were trimmed using Trimmomatic v0.35 [135] to remove adapter sequences and low-quality reads. Window-function-based quality trimming was performed using a window size of 4 and a window quality of 20, and sequences with a resulting length of <100 bp after trimming were removed. The trimmed reads were de novo assembled into contigs by Trinity v2.4.0 [136] using default parameters.

5.4.3. Transcriptome Annotation

The de novo assemblies were concatenated and searched against reference toxin sequences obtained from UniProt using BLAST version 2.7.1 [137,138]. CD-HIT v4.7 was used to cluster the sequences and remove duplicates [139,140]. The remaining contigs that did not contain complete coding sequences were removed. Final toxin sequences were visualized and aligned to homologues from the Uniprot database using AliView v1.26 [79]. Annotated CDS sequences are available on GenBank under the accession numbers OM416840-OM416850 in the BioProject PRJNA613391.

5.5. Bioactivity Activity Testing

5.5.1. Enzymatic Activity Studies

A Thermo Scientific™ Fluoroskan Ascent™ Microplate Fluorometer was employed to test variation in enzymatic activity. A fluorescence substrate assay (E10217 EnzChek® Phospholipase A2 Assay Kit, ThermoFisher Scientific) was used for assessing the PLA2 activity. Venom solution (0.1 μ g in dry venom mass) was brought up to 12.5 μ L in PLA2 reaction buffer (250 mM Tris–HCL, 500 mM NaCl, 5 mM CaCl2, pH 8.9) and plated out in triplicate on a 384 well plate. Triplicates were measured by adding 12.5 μ L quenched 1 mM EnzChek® Phospholipase A2 substrate per well (total volume 25 μ L/well) over 100 cycles at an excitation of 485 nm and emission of 520 nm, using a Fluoroskan Ascent (ThermoFisher Scientific). The negative control consisted of PLA2 reaction buffer and substrate only.
For testing on Mca-PLGL-Dpa-AR-NH2 fluorogenic peptide substrate (Cat. # ES001, R&D systems, Minneapolis, Minnesota), 10 μ L of 0.05 μ g/ μ L venom stock was plated in triplicate on a 384-well black plate and measured by adding 90 μ L quenched fluorescent substrate per well. The substrate concentration of each substrate stock solution dissolved into 4.990 mL of enzyme buffer (150 mM NaCl and 50 mM Tris-HCl pH 7.4) was 10 μ L. Fluorescence was monitored over 400 min or until activity ceased. Excitation was at 390 nm and emission was at 460 nm for substrate ES011. The machine was programmed to shake the plate for three cbefore each reading to maintain homogeneity in the wells. Relative enzymatic activity was calculated as an increase in absorbance corresponding to the cleavage of the fluorescent group. Finally, the raw data were normalized to meet analysis assumptions and processed with GraphPad Prism 7.0.

5.5.2. Cytotoxicity Studies

The effect of each venom was assessed on human neonatal foreskin fibroblast (NFF) and malignant melanoma (MM96L) cell lines, supplied by QIMR Berghofer Medical Research institute. Venom-mediated cytotoxicity is often responsible for the degradation and destruction of skin and connective tissue. Therefore, the chosen cell lines were deemed appropriate. Cell lines were maintained in RPMI medium supplemented with 1% penicillin streptomycin and fetal calf serum (FCS), 10% FCS for NFF, and 5% FCS for MM96L. FCS was heat inactivated at 56 °C for 20 min. Endotoxin was tested and accepted if ≤10 EU/mL. Cells were split 24 h prior to the experiment (for up to 25 passages for MM96L and 10 passages for NFF) using 0.25% trypsin and seeded in 96 well flat-bottom plates at a density of 5000 and 2500 cells/well for NFF and MM96L cells, respectively. Trypan blue was used to accurately seed and plate an equal number of cells per treatment. Plates were incubated overnight at 37 °C in a 5% CO2 95% humidified environment prior to treatment. Cell viability was evaluated using colorimetric MTT (Thiazolyl Blue Tetrazolium Bromide; Sigma Aldrich M5655, Sydney, NSW, Australia) assays. Venom was added to cells at 5 μ g and 0.5 μ g protein amounts and followed by a 48 h incubation period. MTT was added at a concentration of 5 mg/mL per well. An amount of 0.1% sodium dodecyl sulfate (SDS) was used as a positive control to achieve 100% toxicity, and the protocol was followed according to the manufacturer’s description. The absorbance was read at 570 nm on the PowerWave XS2 plate reader (Bio Tek Instruments, Winooski, VT, USA), using Gen5 software. Two independent experiments were conducted with a minimum of three replicates per treatment. Cell viability readings were normalized as percentages of untreated control cells, and viability is expressed as a percentage of toxicity ± standard error of the mean (SEM). The relationship between venom dose and cytotoxic response was calculated via area under the curve (AUC) analysis, using GraphPad Prism 7 (GraphPad Software, Inc., La Jolla, CA, USA).

5.6. Ancestral State Reconstruction

No single published phylogeny included all the species in our sample, so the topology and branch lengths were manually assembled using a variety of different sources. TimeTree was able to provide time-calibrated phylogenies for some species and subclades and references to the original studies [83]. Other taxa and dates were added using data from a range of previously published phylogenies [81,82,84,85,86,87,88,89]. The phylogeny was built and edited using Mesquite 3.7 [90].
The resulting phylogeny was imported into the statistical software R (version 3.6.1) using the APE package [141]. The contMAP function of the phytools package was used to estimate ancestral states, using maximum likelihood, and to visually represent the presented trait over the tree [142]. Four trees were produced: two for the enzymatic assays measuring PLA2 and serine protease activity, and two for the assays measuring cytotoxicity in melanoma and NFF cells. This protocol has been described previously [143].

Author Contributions

K.B. and B.G.F. conceived and designed the experiments; K.B., E.A.B.U., A.N., L.G. and H.F.K. performed the experiments; all authors analyzed the data; J.O.S. and M.P.I. contributed reagents/materials/analysis tools; all authors contributed to the initial manuscript, and significant revision and interpretation of results were performed by D.D. and J.R. All authors have read and agreed to the published version of the manuscript.

Funding

D.D. was supported by a CSIRO ResearchPlus CERC Fellowship. K.B. received support from UQ PhD scholarship. E.A.B.U. was supported by the Australian Research Council (DECRA Fellowship grant number DE160101142) and the Norwegian Research Council (FRIPRO-YRT Fellowship no. 287462). M.P.I. was supported by the AMAROUT Marie Curie program (291803-AMAROUT II) and the TALENTO Program by the Gov. of the Madrid Community (2018-T1/BIO-11262). H.F.K. was supported by the Science and Technology Development Fund of Macau SAR (FDCT) (0010/2021/AFJ).

Data Availability Statement

Transcriptomic data has been uploaded to GenBank and are available under the following accession numbers: reads in SRA at SRR11349374, BioProject PRJNA613391, annotated CDS sequences OM416840-OM41685. Raw mass spectrometry results have been uploaded to MassIVE under the accession number MSV000091399.

Acknowledgments

This paper is dedicated to the memory of Justin O. Schmidt. Justin was a passionate and legendary entomologist who generously shared his expertise and enthusiasm with all. The venoms he collected over years of field and lab work form the entire foundation of this particular study. His insights and guidance greatly improved the quality of the manuscript. Beyond this piece of research, Justin leaves a legacy of mentorship, outreach, and enthusiasm for all insects, especially the stinging ones. Through his work and his teaching he has left an indelible mark on the field of entomology and his famous ‘Sting Pain Index’ has forever imprinted itself on the broader society’s imagination. We are deeply grateful to have known and worked with Justin and will always remember him.

Conflicts of Interest

The authors declare no conflict of interest.

Abbreviations

The following abbreviations are used in this manuscript:
PLA1Phospholipase A1
PLA2Phospholipase A2
1D-SDS PAGEOne-dimensional sodium dodecyl sulfate polyacrylamide gel electrophoresis
LC-MSLiquid chromatography-mass spectrometry
MS/MSTandem mass spectrometry
PGLSPhylogenetic generalized least squares

References

  1. Piek, T. Venoms of the Hymenoptera: Biochemical, Pharmacological and Behavioural Aspects; Academic Press: London, UK, 1986. [Google Scholar]
  2. Gaston, K.J. The magnitude of global insect species richness. Conserv. Biol. 1991, 5, 283–296. [Google Scholar] [CrossRef]
  3. Stork, N.E. How many species of insects and other terrestrial arthropods are there on Earth? Annu. Rev. Entomol. 2018, 63, 31–45. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Forbes, A.A.; Bagley, R.K.; Beer, M.A.; Hippee, A.C.; Widmayer, H.A. Quantifying the unquantifiable: Why Hymenoptera, not Coleoptera, is the most speciose animal order. BMC Ecol. 2018, 18, 21. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Walker, A.A.; Robinson, S.D.; Yeates, D.K.; Jin, J.; Baumann, K.; Dobson, J.; Fry, B.G.; King, G.F. Entomo-venomics: The evolution, biology and biochemistry of insect venoms. Toxicon 2018, 154, 15–27. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  6. Morrison, L.W.; Korzukhin, M.D.; Porter, S.D. Predicted range expansion of the invasive fire ant, Solenopsis invicta, in the eastern United States based on the VEMAP global warming scenario. Divers. Distrib. 2005, 11, 199–204. [Google Scholar] [CrossRef]
  7. Kenis, M.; Auger-Rozenberg, M.A.; Roques, A.; Timms, L.; Péré, C.; Cock, M.J.; Settele, J.; Augustin, S.; Lopez-Vaamonde, C. Ecological effects of invasive alien insects. Biol. Invasions 2009, 11, 21–45. [Google Scholar] [CrossRef]
  8. Dos Santos Pinto, J.; Fox, E.; Saidemberg, D.; Santos, L.; Silva Menegasso, A.; Costa-Manso, E.; Machado, E.; Bueno, O.; Palma, M. Proteomic View of the Venom from the Fire Ant Solenopsis invicta Buren. J. Proteome Res. 2012, 11, 4643–4653. [Google Scholar] [CrossRef]
  9. Lei, W.; Xu, Y.-J.; Ling, Z.; Lu, Y.-Y. Impact of the red imported fire ant Solenopsis invicta Buren on biodiversity in South China: A review. J. Integr. Agric. 2019, 18, 788–796. [Google Scholar]
  10. Orr, D.B. Scelionid wasps as biological control agents: A review. Fla. Entomol. 1988, 71, 506–528. [Google Scholar] [CrossRef]
  11. Southon, R.J.; Fernandes, O.A.; Nascimento, F.S.; Sumner, S. Social wasps are effective biocontrol agents of key lepidopteran crop pests. Proc. R. Soc. B 2019, 286, 20191676. [Google Scholar] [CrossRef] [Green Version]
  12. Wang, Z.Z.; Liu, Y.Q.; Min, S.H.I.; Huang, J.H.; Chen, X.X. Parasitoid wasps as effective biological control agents. J. Integr. Agric. 2019, 18, 705–715. [Google Scholar] [CrossRef] [Green Version]
  13. Armstrong, J.A. Biotic pollination mechanisms in the Australian flora—A review. N. Z. J. Bot. 1979, 17, 467–508. [Google Scholar] [CrossRef]
  14. Hein, L. The Economic Value of the Pollination Service, a Review Across Scales. Open Ecol. J. 2009, 2, 74–82. [Google Scholar] [CrossRef]
  15. Schumacher, M.J.; Egen, N.B. Significance of Africanized Bees for Public Health: A Review. Arch. Intern. Med. 1995, 155, 2038–2043. [Google Scholar] [CrossRef]
  16. Vetter, R.S.; Visscher, P.K.; Camazine, S. Mass envenomations by honey bees and wasps. West. J. Med. 1999, 170, 223–227. [Google Scholar]
  17. Schmidt, J.O. Clinical consequences of toxic envenomations by Hymenoptera. Toxicon 2018, 150, 96–104. [Google Scholar] [CrossRef] [PubMed]
  18. Pucca, M.B.; Cerni, F.A.; Oliveira, I.S.; Jenkins, T.P.; Argemí, L.; Sørensen, C.V.; Ahmadi, S.; Barbosa, J.E.; Laustsen, A.H. Bee Updated: Current Knowledge on Bee Venom and Bee Envenoming Therapy. Front. Immunol. 2019, 10, 2090. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  19. Hughes, W.; Oldroyd, B.; Beekman, M.; Ratnieks, F. Ancestral Monogamy Shows Kin Selection Is Key to the Evolution of Eusociality. Science 2008, 320, 1213–1216. [Google Scholar] [CrossRef]
  20. Bourke, A. The validity and value of inclusive fitness theory. Proceedings. Biol. Sci. 2011, 278, 3313–3320. [Google Scholar] [CrossRef]
  21. Hamilton, W. The genetical evolution of social behaviour. I. J. Theor. Biol. 1964, 7, 1–16. [Google Scholar] [CrossRef]
  22. Strachecka, A.; Chobotow, J.; Paleolog, J.; Łoś, A.; Schulz, M.; Teper, D.; Kucharczyk, H.; Grzybek, M. Insights into the biochemical defence and methylation of the solitary bee Osmia rufa L: A foundation for examining eusociality development. PLoS ONE 2017, 12, e0176539. [Google Scholar] [CrossRef] [Green Version]
  23. Whitfield, J.B. Phylogeny and evolution of host-parasitoid interactions in Hymenoptera. Annu. Rev. Entomol. 1998, 43, 129–151. [Google Scholar] [CrossRef]
  24. Heraty, J. Parasitoid biodiversity and insect pest management. In Insect Biodiversity: Science and Society; John Wiley & Sons, Ltd.: West Sussex, UK, 2009; pp. 445–462. [Google Scholar]
  25. Poirié, M.; Carton, Y.; Dubuffet, A. Virulence strategies in parasitoid Hymenoptera as an example of adaptive diversity. Comptes Rendus Biol. 2009, 332, 311–320. [Google Scholar] [CrossRef]
  26. Dashevsky, D.; Rodriguez, J. A short review of the venoms and toxins of spider wasps (Hymenoptera: Pompilidae). Toxins 2021, 13, 744. [Google Scholar] [CrossRef] [PubMed]
  27. Schmidt, J.O. Hymenopteran venoms: Striving toward the ultimate defense against vertebrates. In Insect Defense: Adaptations and Strategies of Prey and Predators; Evans, D.L., Schmidt, J.O., Eds.; SUNY Press: Albany, NY, USA, 1990; pp. 387–419. [Google Scholar]
  28. De Lima, P.R.; Brochetto-Braga, M.R. Hymenoptera venom review focusing on Apis mellifera. J. Venom. Anim. Toxins Incl. Trop. Dis. 2003, 9, 149–162. [Google Scholar]
  29. Bland, R.G.; Jaques, H.E. How to Know the Insects; Waveland Press: Long Grove, IL, USA, 2010. [Google Scholar]
  30. Schmidt, J.O. The Sting of the Wild; Johns Hopkins University Press: Baltimore, MD, USA, 2016. [Google Scholar]
  31. Lee, S.H.; Baek, J.H.; Yoon, K.A. Differential Properties of Venom Peptides and Proteins in Solitary vs. Social Hunting Wasps. Toxins 2016, 8, 32. [Google Scholar] [CrossRef] [Green Version]
  32. Hoffman, D.; Jacobson, R. Allergens in Hymenoptera venom. XXVII: Bumblebee venom allergy and allergens. J. Allergy Clin. Immunol. 1996, 97, 812–821. [Google Scholar] [CrossRef]
  33. Hoffman, D. Hymenoptera Venom Allergens. Clin. Rev. Allergy Immunol. 2006, 30, 109–128. [Google Scholar] [CrossRef]
  34. Son, D.; Lee, J.; Lee, Y.; Song, H.; Lee, C.; Hong, J. Therapeutic application of anti-arthritis, pain-releasing, and anti-cancer effects of bee venom and its constituent compounds. Pharmacol. Ther. 2007, 115, 246–270. [Google Scholar] [CrossRef] [PubMed]
  35. Winningham, K.; Fitch, C.; Schmidt, M.; Hoffman, D. Hymenoptera venom protease allergens. J. Allergy Clin. Immunol. 2004, 114, 928–933. [Google Scholar] [CrossRef] [PubMed]
  36. Arbuckle, K. Evolutionary Context of Venom in Animals; Springer: Dordrecht, The Netherlands, 2017. [Google Scholar]
  37. dos Santos-Pinto, J.R.A.; Perez-Riverol, A.; Lasa, A.M.; Palma, M.S. Diversity of peptidic and proteinaceous toxins from social Hymenoptera venoms. Toxicon 2018, 148, 172–196. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  38. Batra, S. Solitary Bees. Sci. Am. 1984, 250, 120–127. [Google Scholar] [CrossRef]
  39. Gauld, I.; Bolton, B. The Aculeate Apocritans; British Museum (Natural History): London, UK, 1988. [Google Scholar]
  40. Gauld, I.; Bolton, B. The Biology of the Hymenoptera; British Museum (Natural History): London, UK, 1988. [Google Scholar]
  41. Aili, S.; Touchard, A.; Escoubas, P.; Padula, M.; Orivel, J.; Dejean, A.; Nicholson, G. Diversity of peptide toxins from stinging ant venoms. Toxicon 2014, 92, 166–178. [Google Scholar] [CrossRef] [PubMed]
  42. Touchard, A.; Aili, S.; Fox, E.; Escoubas, P.; Orivel, J.; Nicholson, G.; Dejean, A. The Biochemical Toxin Arsenal from Ant Venoms. Toxins 2016, 8, 30. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  43. Biló, B.M.; Rueff, F.; Mosbech, H.; Bonifazi, F.; Oude-Elberink, J.N.G.; EAACI Interest Group on Insect Venom Hypersensitivity. Diagnosis of Hymenoptera venom allergy. Allergy 2005, 60, 1339–1349. [Google Scholar] [CrossRef]
  44. Alfaya Arias, T.; Soriano Gómis, V.; Soto Mera, T.; Vega Castro, A.; Vega Gutiérrez, J.; Alonso Llamazares, A.; Antolín Amérigo, D.; Carballada Gonzalez, F.; Dominguez Noche, C.; Gutierrez Fernandez, D.; et al. Key Issues in Hymenoptera Venom Allergy: An Update. J. Investig. Allergol. Clin. Immunol. 2017, 27, 19–31. [Google Scholar] [CrossRef] [Green Version]
  45. Nešuta, O.; Hexnerová, R.; Buděšínský, M.; Slaninová, J.; Bednárová, L.; Hadravová, R.; Straka, J.; Veverka, V.; Čeřovský, V. Antimicrobial Peptide from the Wild Bee Hylaeus signatus Venom and Its Analogues: Structure–Activity Study and Synergistic Effect with Antibiotics. J. Nat. Prod. 2016, 79, 1073–1083. [Google Scholar] [CrossRef]
  46. Čujová, S.; Slaninová, J.; Monincová, L.; Fučík, V.; Bednárová, L.; Štokrová, J.; Hovorka, O.; Voburka, Z.; Straka, J.; Čeřovský, V. Panurgines, novel antimicrobial peptides from the venom of communal bee Panurgus calcaratus (Hymenoptera: Andrenidae. Amino Acids 2013, 45, 143–157. [Google Scholar] [CrossRef]
  47. Čujová, S.; Bednárová, L.; Slaninová, J.; Straka, J.; Čeřovský, V. Interaction of a novel antimicrobial peptide isolated from the venom of solitary bee Colletes daviesanus with phospholipid vesicles and Escherichia coli cells. J. Pept. Sci. 2014, 20, 885–895. [Google Scholar] [CrossRef]
  48. Monincová, L.; Buděšínský, M.; Slaninová, J.; Hovorka, O.; Cvačka, J.; Voburka, Z.; Fučík, V.; Borovičková, L.; Bednárová, L.; Straka, J.; et al. Novel antimicrobial peptides from the venom of the eusocial bee Halictus sexcinctus (Hymenoptera: Halictidae) and their analogs. Amino Acids 2010, 39, 763–775. [Google Scholar] [CrossRef]
  49. Monincová, L.; Veverka, V.; Slaninová, J.; Buděšínský, M.; Fučík, V.; Bednárová, L.; Straka, J.; Čeřovský, V. Structure-activity study of macropin, a novel antimicrobial peptide from the venom of solitary bee Macropis fulvipes (Hymenoptera: Melittidae). J. Pept. Sci. 2014, 20, 375–384. [Google Scholar] [CrossRef] [PubMed]
  50. Stöcklin, R.; Favreau, P.; Thai, R.; Pflugfelder, J.; Bulet, P.; Mebs, D. Structural identification by mass spectrometry of a novel antimicrobial peptide from the venom of the solitary bee Osmia rufa (Hymenoptera: Megachilidae). Toxicon 2010, 55, 20–27. [Google Scholar] [CrossRef] [PubMed]
  51. Diniz-Sousa, R.; Kayano, A.; Caldeira, C.; Simões-Silva, R.; Monteiro, M.; Moreira-Dill, L.; Grabner, F.; Calderon, L.; Zuliani, J.; Stábeli, R.; et al. Biochemical characterization of a phospholipase A2 homologue from the venom of the social wasp Polybia occidentalis. J. Venom. Anim. Toxins Incl. Trop. Dis. 2018, 24, 5. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  52. Dos Santos Cabrera, M.; Souza, B.; Fontana, R.; Konno, K.; Palma, M.; Azevedo, W.; Ruggiero Neto, J. Conformation and lytic activity of eumenine mastoparan: A new antimicrobial peptide from wasp venom. J. Pept. Res. 2004, 64, 95–103. [Google Scholar] [CrossRef] [PubMed]
  53. Palma, M. Peptides as toxins/defensins. Amino Acids 2011, 40, 1–4. [Google Scholar] [CrossRef] [Green Version]
  54. Burzyńska, M.; Piasecka-Kwiatkowska, D. A Review of Honeybee Venom Allergens and Allergenicity. Int. J. Mol. Sci. 2021, 22, 8371. [Google Scholar] [CrossRef]
  55. Moreau, S.; Asgari, S. Venom Proteins from Parasitoid Wasps and Their Biological Functions. Toxins 2015, 7, 2385–2412. [Google Scholar] [CrossRef] [Green Version]
  56. Donovan, G.R.; Street, M.D.; Baldo, B.A.; Alewood, D.; Alewood, P.; Sutherland, S. Identification of an IgE-binding determinant of the major allergen Myr pI from the venom of the Australian jumper ant Myrmecia pilosula. Biochim. Biophys. Acta (BBA)-Protein Struct. Mol. Enzymol. 1994, 1204, 48–52. [Google Scholar] [CrossRef]
  57. Donovan, G.R.; Street, M.D.; Tetaz, T.; Smith, A.I.; Alewood, D.; Alewood, P.; Sutherland, S.K.; Baldo, B.A. Expression of jumper ant (Myrmecia pilosula) venom allergens: Post-translational processing of allergen gene products. IUBMB Life 1996, 39, 877–885. [Google Scholar] [CrossRef]
  58. Wu, Q.X.; King, M.; Donovan, G.; Alewood, D.; Alewood, P.; Sawyer, W.; Baldo, B. Cytotoxicity of pilosulin 1, a peptide from the venom of the jumper ant Myrmecia pilosula. Biochim. Biophys. Acta (BBA)-Gen. Subj. 1998, 1425, 74–80. [Google Scholar] [CrossRef]
  59. Konno, K.; Hisada, M.; Fontana, R.; Lorenzi, C.C.B.; Naoki, H.; Itagaki, Y.; Miwa, A.; Kawai, N.; Nakata, Y.; Yasuhara, T.; et al. Anoplin, a novel antimicrobial peptide from the venom of the solitary wasp Anoplius samariensis. Biochim. Biophys. Acta (BBA)-Protein Struct. Mol. Enzymol. 2001, 1550, 70–80. [Google Scholar] [CrossRef]
  60. Davies, N.W.; Wiese, M.D.; Brown, S.G.A. Characterisation of major peptides in ‘jack jumper’ ant venom by mass spectrometry. Toxicon 2004, 43, 173–183. [Google Scholar] [CrossRef] [Green Version]
  61. Dos Santos Cabrera, M.P.; Arcisio-Miranda, M.; Broggio Costa, S.T.; Konno, K.; Ruggiero, J.R.; Procopio, J.; Ruggiero Neto, J. Study of the mechanism of action of anoplin, a helical antimicrobial decapeptide with ion channel-like activity, and the role of the amidated C-terminus. J. Pept. Sci. 2008, 14, 661–669. [Google Scholar] [CrossRef]
  62. Robinson, S.; Mueller, A.; Clayton, D.; Starobova, H.; Hamilton, B.; Payne, R.; Vetter, I.; King, G.; Undheim, E.B. A comprehensive portrait of the venom of the giant red bull ant, Myrmecia gulosa, reveals a hyperdiverse hymenopteran toxin gene family. Sci. Adv. 2018, 4, eaau4640. [Google Scholar] [CrossRef] [Green Version]
  63. Moon, D.O.; Park, S.Y.; Heo, M.S.; Kim, K.C.; Park, C.; Ko, W.; Choi, Y.; Kim, G.Y. Key regulators in bee venom-induced apoptosis are Bcl-2 and caspase-3 in human leukemic U937 cells through downregulation of ERK and Akt. Int. Immunopharmacol. 2006, 6, 1796–1807. [Google Scholar] [CrossRef] [PubMed]
  64. Shiassi Arani, F.; Karimzadeh, L.; Ghafoori, S.M.; Nabiuni, M. Antimutagenic and Synergistic Cytotoxic Effect of Cisplatin and Honey Bee Venom on 4T1 Invasive Mammary Carcinoma Cell Line. Adv. Pharmacol. Sci. 2019, 2019, e7581318. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Gajski, G.; Čimbora Zovko, T.; Rak, S.; Rožman, M.; Osmak, M.; Garaj-Vrhovac, V. Combined antitumor effects of bee venom and cisplatin on human cervical and laryngeal carcinoma cells and their drug resistant sublines. J. Appl. Toxicol. 2014, 34, 1332–1341. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  66. Kim, Y.W.; Chaturvedi, P.; Chun, S.; Lee, Y.; Ahn, W. Honeybee venom possesses anticancer and antiviral effects by differential inhibition of HPV E6 and E7 expression on cervical cancer cell line. Oncol. Rep. 2015, 33, 1675–1682. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  67. Lee, Y.; Kang, S.; Kim, B.; Kim, Y.; Woo, H.; Chung, H. Cytotoxicity of honeybee (Apis mellifera) venom in normal human lymphocytes and HL-60 cells. Chem.-Biol. Interact. 2007, 169, 189–197. [Google Scholar] [CrossRef]
  68. Hoshina, M.; Santos, L.; Palma, M.; Marin-Morales, M. Cytotoxic, genotoxic/antigenotoxic and mutagenic/antimutagenic effects of the venom of the wasp Polybia paulista. Toxicon 2013, 72, 64–70. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  69. Al-Tamimi, J.; Semlali, A.; Hassan, I.; Ebaid, H.; Alhazza, I.; Mehdi, S.; Al-Khalifa, M.; Alanazi, M. Samsum Ant Venom Exerts Anticancer Activity Through Immunomodulation In Vitro and In Vivo. Cancer Biother. Radiopharm. 2018, 33, 65–73. [Google Scholar] [CrossRef]
  70. Leite, N.; Aufderhorst-Roberts, A.; Palma, M.; Connell, S.; Ruggiero Neto, J.; Beales, P. PE and PS Lipids Synergistically Enhance Membrane Poration by a Peptide with Anticancer Properties. Biophys. J. 2015, 109, 936–947. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  71. Dkhil, M.; Abdel-Baki, A.; Al-Quraishi, S.; Al-Khalifa, M. Anti-inflammatory activity of the venom from samsum ants Pachycondyla sennaarensis. Afr. J. Pharm. Pharmacol. 2010, 4, 115–118. [Google Scholar]
  72. Danneels, E.L.; Gerlo, S.; Heyninck, K.; Craenenbroeck, K.V.; Bosscher, K.D.; Haegeman, G.; Graaf, D.C.d. How the Venom from the Ectoparasitoid Wasp Nasonia vitripennis Exhibits Anti-Inflammatory Properties on Mammalian Cell Lines. PLoS ONE 2014, 9, e96825. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Moreno, M.; Giralt, E. Three valuable peptides from bee and wasp venoms for therapeutic and biotechnological use: Melittin, apamin and mastoparan. Toxins 2015, 7, 1126–1150. [Google Scholar] [CrossRef] [Green Version]
  74. Lee, G.; Bae, H. Anti-Inflammatory Applications of Melittin, a Major Component of Bee Venom: Detailed Mechanism of Action and Adverse Effects. Molecules 2016, 21, 616. [Google Scholar] [CrossRef] [Green Version]
  75. Kocyigit, A.; Guler, E.M.; Kaleli, S. Anti-inflammatory and antioxidative properties of honey bee venom on Freund’s Complete Adjuvant-induced arthritis model in rats. Toxicon 2019, 161, 4–11. [Google Scholar] [CrossRef]
  76. Khalil, A.; Elesawy, B.H.; Ali, T.M.; Ahmed, O.M. Bee Venom: From Venom to Drug. Molecules 2021, 26, 4941. [Google Scholar] [CrossRef]
  77. Yun, H.S.; Oh, J.; Lim, J.S.; Kim, H.J.; Kim, J.S. Anti-Inflammatory Effect of Wasp Venom in BV-2 Microglial Cells in Comparison with Bee Venom. Insects 2021, 12, 297. [Google Scholar] [CrossRef]
  78. Koludarov, I.; Velasque, M.; Timm, T.; Lochnit, G.; Heinzinger, M.; Vilcinskas, A.; Gloag, R.; Harpur, B.A.; Podsiadlowski, L.; Rost, B.; et al. Bee core venom genes predominantly originated before aculeate stingers evolved. bioRxiv 2022. [Google Scholar] [CrossRef]
  79. Larsson, A. AliView: A fast and lightweight alignment viewer and editor for large datasets. Bioinformatics 2014, 30, 3276–3278. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  80. Annesley, T. Ion suppression in mass spectrometry. Clin. Chem. 2003, 49, 1041–1044. [Google Scholar] [CrossRef] [Green Version]
  81. Cardinal, S.; Danforth, B.N. Bees diversified in the age of eudicots. Proc. R. Soc. B Biol. Sci. 2013, 280, 20122686. [Google Scholar] [CrossRef] [Green Version]
  82. Perrard, A.; Pickett, K.; Villemant, C.; Kojima, J.i.; Carpenter, J. Phylogeny of hornets: A total evidence approach (Hymenoptera, Vespidae, Vespinae, Vespa). J. Hymenopt. Res. 2013, 32, 1–15. [Google Scholar] [CrossRef]
  83. Kumar, S.; Stecher, G.; Suleski, M.; Hedges, S.B. TimeTree: A Resource for Timelines, Timetrees, and Divergence Times. Mol. Biol. Evol. 2017, 34, 1812–1819. [Google Scholar] [CrossRef]
  84. Peters, R.S.; Krogmann, L.; Mayer, C.; Donath, A.; Gunkel, S.; Meusemann, K.; Kozlov, A.; Podsiadlowski, L.; Petersen, M.; Lanfear, R.; et al. Evolutionary history of the Hymenoptera. Curr. Biol. 2017, 27, 1013–1018. [Google Scholar] [CrossRef] [Green Version]
  85. Piekarski, P.K.; Carpenter, J.M.; Lemmon, A.R.; Moriarty Lemmon, E.; Sharanowski, B.J. Phylogenomic Evidence Overturns Current Conceptions of Social Evolution in Wasps (Vespidae). Mol. Biol. Evol. 2018, 35, 2097–2109. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  86. Bossert, S.; Murray, E.A.; Almeida, E.A.B.; Brady, S.G.; Blaimer, B.B.; Danforth, B.N. Combining transcriptomes and ultraconserved elements to illuminate the phylogeny of Apidae. Mol. Phylogenetics Evol. 2019, 130, 121–131. [Google Scholar] [CrossRef]
  87. Borowiec, M.L.; Moreau, C.S.; Rabeling, C. Ants: Phylogeny and Classification. In Encyclopedia of Social Insects; Starr, C.K., Ed.; Springer International Publishing: Cham, Switzerland, 2020; pp. 1–18. [Google Scholar] [CrossRef]
  88. Menezes, R.S.T.; Lloyd, M.W.; Brady, S.G. Phylogenomics indicates Amazonia as the major source of Neotropical swarm-founding social wasp diversity. Proc. R. Soc. B Biol. Sci. 2020, 287, 20200480. [Google Scholar] [CrossRef] [PubMed]
  89. Somavilla, A.; Santos, B.F.; Carpenter, J.M.; Andena, S.R.; Oliveira, M.L. Total-Evidence Phylogeny of the New World Polistes Lepeletier, 1836, Paper Wasps (Vespidae, Polistinae, Polistini). Am. Mus. Novit. 2021, 2021, 1–42. [Google Scholar] [CrossRef]
  90. Maddison, W.P.; Maddison, D.R. Mesquite: A Modular System for Evolutionary Analysis. Version 3.70. 2021. Available online: https://www.mesquiteproject.org (accessed on 24 February 2022).
  91. Yoon, K.; Kim, K.; Nguyen, P.; Seo, J.; Park, Y.; Kim, K.G.; Seo, H.Y.; Koh, Y.; Lee, S. Comparative functional venomics of social hornets Vespa crabro and Vespa analis. J. -Asia-Pac. Entomol. 2015, 18, 815–823. [Google Scholar] [CrossRef]
  92. Kazuma, K.; Masuko, K.; Konno, K.; Inagaki, H. Combined Venom Gland Transcriptomic and Venom Peptidomic Analysis of the Predatory Ant Odontomachus monticola. Toxins 2017, 9, 323. [Google Scholar] [CrossRef] [Green Version]
  93. Özbek, R.; Wielsch, N.; Vogel, H.; Lochnit, G.; Foerster, F.; Vilcinskas, A.; von Reumont, B.M. Proteo-Transcriptomic Characterization of the Venom from the Endoparasitoid Wasp Pimpla turionellae with Aspects on Its Biology and Evolution. Toxins 2019, 11, 721. [Google Scholar] [CrossRef] [Green Version]
  94. Alberto-Silva, C.; Vieira Portaro, F.C.; Kodama, R.T.; Pantaleão, H.Q.; Inagaki, H.; Nihei, K.i.; Konno, K. Comprehensive Analysis and Biological Characterization of Venom Components from Solitary Scoliid Wasp Campsomeriella annulata annulata. Toxins 2021, 13, 885. [Google Scholar] [CrossRef] [PubMed]
  95. Gao, C.; Ren, L.; Wang, M.; Wang, Z.; Fu, N.; Wang, H.; Wang, X.; Ao, T.; Du, W.; Zheng, Z.; et al. Proteo-Transcriptomic Characterization of Sirex nitobei (Hymenoptera: Siricidae) Venom. Toxins 2021, 13, 562. [Google Scholar] [CrossRef]
  96. Gatti, J.L.; Belghazi, M.; Legeai, F.; Ravallec, M.; Frayssinet, M.; Robin, S.; Aboubakar-Souna, D.; Srinivasan, R.; Tamò, M.; Poirié, M.; et al. Proteo-Trancriptomic Analyses Reveal a Large Expansion of Metalloprotease-Like Proteins in Atypical Venom Vesicles of the Wasp Meteorus pulchricornis (Braconidae). Toxins 2021, 13, 502. [Google Scholar] [CrossRef] [PubMed]
  97. Jensen, T.; Walker, A.A.; Nguyen, S.H.; Jin, A.H.; Deuis, J.R.; Vetter, I.; King, G.F.; Schmidt, J.O.; Robinson, S.D. Venom chemistry underlying the painful stings of velvet ants (Hymenoptera: Mutillidae). Cell. Mol. Life Sci. 2021, 78, 5163–5177. [Google Scholar] [CrossRef] [PubMed]
  98. Pinto, C.P.G.; Walker, A.A.; Robinson, S.D.; Chin, Y.K.Y.; King, G.F.; Rossi, G.D. Venom composition of the endoparasitoid wasp Cotesia flavipes (Hymenoptera: Braconidae) and functional characterization of a major venom peptide. Toxicon 2021, 202, 1–12. [Google Scholar] [CrossRef] [PubMed]
  99. Quicke, D.L.J.; Butcher, B.A. Review of Venoms of Non-Polydnavirus Carrying Ichneumonoid Wasps. Biology 2021, 10, 50. [Google Scholar] [CrossRef] [PubMed]
  100. Scieuzo, C.; Salvia, R.; Franco, A.; Pezzi, M.; Cozzolino, F.; Chicca, M.; Scapoli, C.; Vogel, H.; Monti, M.; Ferracini, C.; et al. An integrated transcriptomic and proteomic approach to identify the main Torymus sinensis venom components. Sci. Rep. 2021, 11, 5032. [Google Scholar] [CrossRef] [PubMed]
  101. Yang, Y.; Ye, X.; Dang, C.; Cao, Y.; Hong, R.; Sun, Y.H.; Xiao, S.; Mei, Y.; Xu, L.; Fang, Q.; et al. Genome of the pincer wasp Gonatopus flavifemur reveals unique venom evolution and a dual adaptation to parasitism and predation. BMC Biol. 2021, 19, 145. [Google Scholar] [CrossRef]
  102. Barassé, V.; Téné, N.; Klopp, C.; Paquet, F.; Tysklind, N.; Troispoux, V.; Lalägue, H.; Orivel, J.; Lefranc, B.; Leprince, J.; et al. Venomics survey of six myrmicine ants provides insights into the molecular and structural diversity of their peptide toxins. Insect Biochem. Mol. Biol. 2022, 151, 103876. [Google Scholar] [CrossRef] [PubMed]
  103. Hurka, S.; Brinkrolf, K.; Özbek, R.; Förster, F.; Billion, A.; Heep, J.; Timm, T.; Lochnit, G.; Vilcinskas, A.; Lüddecke, T. Venomics of the Central European Myrmicine Ants Myrmica rubra and Myrmica ruginodis. Toxins 2022, 14, 358. [Google Scholar] [CrossRef]
  104. von Reumont, B.M.; Dutertre, S.; Koludarov, I. Venom profile of the European carpenter bee Xylocopa violacea: Evolutionary and applied considerations on its toxin components. Toxicon X 2022, 14, 100117. [Google Scholar] [CrossRef]
  105. Chapman, N.C.; Lim, J.; Oldroyd, B.P. Population Genetics of Commercial and Feral Honey Bees in Western Australia. J. Econ. Entomol. 2008, 101, 272–277. [Google Scholar] [CrossRef]
  106. Oxley, P.R.; Oldroyd, B.P. Mitochondrial Sequencing Reveals Five Separate Origins of ‘Black’ Apis mellifera (Hymenoptera: Apidae) in Eastern Australian Commercial Colonies. J. Econ. Entomol. 2009, 102, 480–484. [Google Scholar] [CrossRef] [PubMed]
  107. Harpur, B.A.; Minaei, S.; Kent, C.F.; Zayed, A. Management increases genetic diversity of honey bees via admixture. Mol. Ecol. 2012, 21, 4414–4421. [Google Scholar] [CrossRef]
  108. Magnus, R.M.; Tripodi, A.D.; Szalanski, A.L. Mitochondrial DNA Diversity of Honey Bees (Apis mellifera) from Unmanaged Colonies and Swarms in the United States. Biochem. Genet. 2014, 52, 245–257. [Google Scholar] [CrossRef]
  109. Wallberg, A.; Han, F.; Wellhagen, G.; Dahle, B.; Kawata, M.; Haddad, N.; Simões, Z.L.P.; Allsopp, M.H.; Kandemir, I.; De la Rúa, P.; et al. A worldwide survey of genome sequence variation provides insight into the evolutionary history of the honeybee Apis mellifera. Nat. Genet. 2014, 46, 1081–1088. [Google Scholar] [CrossRef] [Green Version]
  110. Espregueira Themudo, G.; Rey-Iglesia, A.; Robles Tascón, L.; Bruun Jensen, A.; da Fonseca, R.R.; Campos, P.F. Declining genetic diversity of European honeybees along the twentieth century. Sci. Rep. 2020, 10, 10520. [Google Scholar] [CrossRef] [PubMed]
  111. Casewell, N.; Wüster, W.; Vonk, F.; Harrison, R.; Fry, B. Complex cocktails: The evolutionary novelty of venoms. Trends Ecol. Evol. 2013, 28, 219–229. [Google Scholar] [CrossRef] [PubMed]
  112. Sunagar, K.; Moran, Y. The Rise and Fall of an Evolutionary Innovation: Contrasting Strategies of Venom Evolution in Ancient and Young Animals. PLoS Genet. 2015, 11, e1005596. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  113. Walker, A.A. The evolutionary dynamics of venom toxins made by insects and other animals. Biochem. Soc. Trans. 2020, 48, 1353–1365. [Google Scholar] [CrossRef] [PubMed]
  114. Danneels, E.; Vaerenbergh, M.; Debyser, G.; Devreese, B.; Graaf, D. Honeybee Venom Proteome Profile of Queens and Winter Bees as Determined by a Mass Spectrometric Approach. Toxins 2015, 7, 4468–4483. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  115. Konno, K.; Kazuma, K.; Nihei, K.I. Peptide Toxins in Solitary Wasp Venoms. Toxins 2016, 8, 114. [Google Scholar] [CrossRef] [Green Version]
  116. Nihei, K.i.; Peigneur, S.; Tytgat, J.; Lange, A.B.; Konno, K. Isolation and characterization of FMRFamide-like peptides in the venoms of solitary sphecid wasps. Peptides 2021, 142, 170575. [Google Scholar] [CrossRef]
  117. Kazuma, K.; Ando, K.; Nihei, K.I.; Wang, X.; Rangel, M.; Franzolin, M.; Mori-Yasumoto, K.; Sekita, S.; Kadowaki, M.; Satake, M.; et al. Peptidomic analysis of the venom of the solitary bee Xylocopa appendiculata circumvolans. J. Venom. Anim. Toxins Incl. Trop. Dis. 2017, 23, 40. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  118. Čeřovský, V.; Hovorka, O.; Cvačka, J.; Voburka, Z.; Bednárová, L.; Borovičková, L.; Slaninová, J.; Fučík, V. Melectin: A Novel Antimicrobial Peptide from the Venom of the Cleptoparasitic Bee Melecta albifrons. ChemBioChem 2008, 9, 2815–2821. [Google Scholar] [CrossRef]
  119. Čeřovský, V.; Buděšínský, M.; Hovorka, O.; Cvačka, J.; Voburka, Z.; Slaninová, J.; Borovičková, L.; Fučík, V.; Bednárová, L.; Votruba, I.; et al. Lasioglossins: Three Novel Antimicrobial Peptides from the Venom of the Eusocial Bee Lasioglossum laticeps (Hymenoptera: Halictidae). ChemBioChem 2009, 10, 2089–2099. [Google Scholar] [CrossRef] [PubMed]
  120. Schmidt, J. Toxinology of venoms from the honeybee genus Apis. Toxicon 1995, 33, 917–927. [Google Scholar] [CrossRef]
  121. Choo, Y.; Lee, K.; Yoon, H.; Kim, B.; Sohn, M.; Roh, J.; Je, Y.; Kim, N.; Kim, I.; Woo, S.; et al. Dual function of a bee venom serine protease: Prophenoloxidase-activating factor in arthropods and fibrin(ogen)olytic enzyme in mammals. PLoS ONE 2010, 5, 10393. [Google Scholar] [CrossRef]
  122. Kastin, A. Handbook of Biologically Active Peptides; Academic Press: Boston, MA, USA, 2013. [Google Scholar]
  123. Habermann, E. Bee and Wasp Venoms: The biochemistry and pharmacology of their peptides and enzymes are reviewed. Science 1972, 177, 314–322. [Google Scholar] [CrossRef]
  124. King, T.; Spangfort, M. Structure and biology of stinging insect venom allergens. Int. Arch. Allergy Immunol. 2000, 123, 99–106. [Google Scholar] [CrossRef] [PubMed]
  125. Sobral, F.; Sampaio, A.; Falcão, S.; Queiroz, M.; Calhelha, R.; Vilas-Boas, M.; Ferreira, I. Chemical characterization, antioxidant, anti-inflammatory and cytotoxic properties of bee venom collected in Northeast Portugal. Food Chem. Toxicol. 2016, 94, 172–177. [Google Scholar] [CrossRef] [Green Version]
  126. Shin, J.M.; Jeong, Y.J.; Cho, H.J.; Park, K.K.; Chung, I.K.; Lee, I.K.; Kwak, J.Y.; Chang, H.W.; Kim, C.H.; Moon, S.K.; et al. Melittin Suppresses HIF-1α/VEGF Expression through Inhibition of ERK and mTOR/p70S6K Pathway in Human Cervical Carcinoma Cells. PLoS ONE 2013, 8, e69380. [Google Scholar] [CrossRef] [PubMed]
  127. Pfeiffer, D.; Gudz, T.; Novgorodov, S.; Erdahl, W. The Peptide Mastoparan Is a Potent Facilitator of the Mitochondrial Permeability Transition. J. Biol. Chem. 1995, 270, 4923–4932. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  128. Fujiwara, Y.; Mangetsu, M.; Yang, P.; Kofujita, H.; Suzuki, K.; Ohfune, Y.; Shinada, T. A Quinone Isolated from the Nest of Vespa simillima and Its Growth-Inhibitory Effect on Rat Liver Cancer Cells. Biol. Pharm. Bull. 2008, 31, 722–725. [Google Scholar] [CrossRef] [Green Version]
  129. Alvares, D.; Ruggiero Neto, J.; Ambroggio, E. Phosphatidylserine lipids and membrane order precisely regulate the activity of Polybia-MP1 peptide. Biochim. Biophys. Acta (BBA)-Biomembr. 2017, 1859, 1067–1074. [Google Scholar] [CrossRef]
  130. Heinen, T.; Veiga, A. Arthropod venoms and cancer. Toxicon 2011, 57, 497–511. [Google Scholar] [CrossRef]
  131. Schmidt, J.; Blum, M.; Overal, W. Comparative enzymology of venoms from stinging Hymenoptera. Toxicon 1986, 24, 907–921. [Google Scholar] [CrossRef]
  132. Ali, S.; Baumann, K.; Jackson, T.; Wood, K.; Mason, S.; Undheim, E.B.; Nouwens, A.; Koludarov, I.; Hendrikx, I.; Jones, A.; et al. Proteomic comparison of Hypnale hypnale (Hump-Nosed Pit-Viper) and Calloselasma rhodostoma (Malayan Pit-Viper) venoms. J. Proteom. 2013, 91, 338–343. [Google Scholar] [CrossRef] [PubMed]
  133. Ali, S.; Yang, D.; Jackson, T.; Undheim, E.B.; Koludarov, I.; Wood, K.; Jones, A.; Hodgson, W.; Mccarthy, S.; Ruder, T.; et al. Venom proteomic characterization and relative antivenom neutralization of two medically important Pakistani elapid snakes (Bungarus sindanus and Naja naja. J. Proteom. 2013, 89, 15–23. [Google Scholar] [CrossRef] [PubMed]
  134. Ali, S.; Jackson, T.; Casewell, N.; Low, D.; Rossi, S.; Baumann, K.; Fathinia, B.; Visser, J.; Nouwens, A.; Hendrikx, I.; et al. Extreme venom variation in Middle Eastern vipers: A proteomics comparison of Eristicophis macmahonii, Pseudocerastes fieldi and Pseudocerastes persicus. J. Proteom. 2015, 116, 106–113. [Google Scholar] [CrossRef]
  135. Bolger, A.; Lohse, M.; Usadel, B. Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics 2014, 30, 2114–2120. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  136. Grabherr, M.; Haas, B.; Yassour, M.; Levin, J.; Thompson, D.; Amit, I.; Adiconis, X.; Fan, L.; Raychowdhury, R.; Zeng, Q.; et al. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat. Biotechnol. 2011, 29, 644–652. [Google Scholar] [CrossRef] [Green Version]
  137. Altschul, S.; Gish, W.; Miller, W.; Myers, E.; Lipman, D. Basic local alignment search tool. J. Mol. Biol. 1990, 215, 403–410. [Google Scholar] [CrossRef] [PubMed]
  138. The uniprot consortium UniProt: The universal protein knowledgebase. Nucleic Acids Res. 2017, 45, 158–169. [CrossRef] [PubMed] [Green Version]
  139. Fu, L.; Niu, B.; Zhu, Z.; Wu, S.; Li, W. CD-HIT: Accelerated for clustering the next-generation sequencing data. Bioinformatics 2012, 28, 3150–3152. [Google Scholar] [CrossRef]
  140. Li, W.; Godzik, A. Cd-hit: A fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 2006, 22, 1658–1659. [Google Scholar] [CrossRef] [Green Version]
  141. Paradis, E.; Claude, J.; Strimmer, K. APE: Analyses of phylogenetics and evolution in R language. Bioinformatics 2004, 20, 289–290. [Google Scholar] [CrossRef] [Green Version]
  142. Revell, L.J. phytools: An R package for phylogenetic comparative biology (and other things). Methods Ecol. Evol. 2012, 3, 217–223. [Google Scholar] [CrossRef]
  143. Baumann, K.; Vicenzi, E.P.; Lam, T.; Douglas, J.; Arbuckle, K.; Cribb, B.; Brady, S.G.; Fry, B.G. Harden up: Metal acquisition in the weaponized ovipositors of aculeate hymenoptera. Zoomorphology 2018, 137, 389–406, Correction in Zoomorphology 2018, 137, 407–408. [Google Scholar] [CrossRef] [Green Version]
Figure 1. Schematic overview of the key aculeate groups sampled in this study, the samples derived from them, and the data generated. Photo species and credit (left to right): Vespa mandarinia (Asian giant hornet) by Gregory Mihaich under CC-BY-NC-SA, Dasymutilla gloriosa (thistledown velvet ant) by mrwood under CC-BY-NC, Scolia dubia (blue-winged flower wasp) by Thomas Shahan under CC-BY-NC, Xylocopa californica (western carpenter bee) Arman Moreno under CC-BY-NC, Apis mellifera (honeybee) Sandy Rae under CC-BY-SA, Paraponera clavata (bullet ant) by manimiranda under CC-BY-NC. All images were retrieved from iNaturalist (https://www.inaturalist.org/).
Figure 1. Schematic overview of the key aculeate groups sampled in this study, the samples derived from them, and the data generated. Photo species and credit (left to right): Vespa mandarinia (Asian giant hornet) by Gregory Mihaich under CC-BY-NC-SA, Dasymutilla gloriosa (thistledown velvet ant) by mrwood under CC-BY-NC, Scolia dubia (blue-winged flower wasp) by Thomas Shahan under CC-BY-NC, Xylocopa californica (western carpenter bee) Arman Moreno under CC-BY-NC, Apis mellifera (honeybee) Sandy Rae under CC-BY-SA, Paraponera clavata (bullet ant) by manimiranda under CC-BY-NC. All images were retrieved from iNaturalist (https://www.inaturalist.org/).
Toxins 15 00224 g001
Figure 2. (AD) Alignment of translated toxin CDS sequences with the sites with UniProt references. Residues identical to the reference are replaced by Toxins 15 00224 i001, and amino acids are colored according to the default settings of AliView [79]. Toxin families include: (A) icarapins, (B) phospholipase A2, (C) anthophilins such as apamin [78], (D) carboxylesterases. (E) Relative length-normalized expression of these toxin families in the transcriptome, measured as total RPK for each family.
Figure 2. (AD) Alignment of translated toxin CDS sequences with the sites with UniProt references. Residues identical to the reference are replaced by Toxins 15 00224 i001, and amino acids are colored according to the default settings of AliView [79]. Toxin families include: (A) icarapins, (B) phospholipase A2, (C) anthophilins such as apamin [78], (D) carboxylesterases. (E) Relative length-normalized expression of these toxin families in the transcriptome, measured as total RPK for each family.
Toxins 15 00224 g002
Figure 3. 1D SDS-PAGE (12% acrylamide with Coomassie brilliant blue staining) of venom from bees and wasps: (A) social bees (reduced); 1 = Apis mellifera (European); 2 = A. mellifera (Africanised); 3 = A. andreniformis; 4 = A. cerana; 5 = A. dorsata; 6 = A. florea; 7 = A. koschevnikovi; 8 = Bombus huntii; 9 = B. impatiens. (B) Solitary bees (reduced); 1 = Centris aethycetra; 2 = C. rhodipus; 3 = Diadasia rinconis; 4 = Peponapis pruinosa; 5 = Xylocopa rufa; 6 = X. californica; 7 = Crawfordapis sp.; 8 = Lasioglossum kinabalueuse; 9 = X. veripuncta. (C) Epiponini wasps (reduced); 1 = Agelaia myrmecophila; 2 = Brachygastra mellifica; 3 = Polistes flavus; 4 = Polybia rejecta; 5 = Polybia sericea; 6 = Polybia simillima; 7 = Synoeca septentrionalis. (D) Polistes, Ropalidini, and Mischocyttarini wasps (reduced); 1 = Belonogaser juncea colonialis; 2 = Mischocyttarus flavitarsus; 3 = Polistes canadensis; 4 = Polistes comanchus navajoe; 5 = Polistes dorsalis; 6 = Parachartergus fraternus; 7 = Polistes major castaneocolor. (E) Vespinae wasps (reduced); 1 = Dolichovespula arenaria; 2 = D. maculata; 3 = Vespula pensylvanica; 4 = Vespula vulgaris; 5 = Vespa luctuosa; 6 = Vespa simillima; 7 = Vespa tropica. (F) Solitary wasps (reduced); 1 = Dasymutilla chiron; 2 = D. gloriosa; 3 = Scoliidae; 4 = Stictia.
Figure 3. 1D SDS-PAGE (12% acrylamide with Coomassie brilliant blue staining) of venom from bees and wasps: (A) social bees (reduced); 1 = Apis mellifera (European); 2 = A. mellifera (Africanised); 3 = A. andreniformis; 4 = A. cerana; 5 = A. dorsata; 6 = A. florea; 7 = A. koschevnikovi; 8 = Bombus huntii; 9 = B. impatiens. (B) Solitary bees (reduced); 1 = Centris aethycetra; 2 = C. rhodipus; 3 = Diadasia rinconis; 4 = Peponapis pruinosa; 5 = Xylocopa rufa; 6 = X. californica; 7 = Crawfordapis sp.; 8 = Lasioglossum kinabalueuse; 9 = X. veripuncta. (C) Epiponini wasps (reduced); 1 = Agelaia myrmecophila; 2 = Brachygastra mellifica; 3 = Polistes flavus; 4 = Polybia rejecta; 5 = Polybia sericea; 6 = Polybia simillima; 7 = Synoeca septentrionalis. (D) Polistes, Ropalidini, and Mischocyttarini wasps (reduced); 1 = Belonogaser juncea colonialis; 2 = Mischocyttarus flavitarsus; 3 = Polistes canadensis; 4 = Polistes comanchus navajoe; 5 = Polistes dorsalis; 6 = Parachartergus fraternus; 7 = Polistes major castaneocolor. (E) Vespinae wasps (reduced); 1 = Dolichovespula arenaria; 2 = D. maculata; 3 = Vespula pensylvanica; 4 = Vespula vulgaris; 5 = Vespa luctuosa; 6 = Vespa simillima; 7 = Vespa tropica. (F) Solitary wasps (reduced); 1 = Dasymutilla chiron; 2 = D. gloriosa; 3 = Scoliidae; 4 = Stictia.
Toxins 15 00224 g003
Figure 4. 1D SDS-PAGE (12% acrylamide with Coomassie brilliant blue staining) of venom from ants (reduced): (A) 1 = Paraponera clavata; 2 = Diacamma; 3 = Euponera sennaaren; 4 = Leptogenys; 5 = Neoponera villosa; 6 = Odontomachus; 7 = Opthalmopone; 8 = Megaponera analis. (B) 1 = Pachycondyla crassinoda; 2 = Paltothyreus tarsatus; 3 = Platythyrea lamellosa; 4 = P. strigulosa; 5 = Streblognathus aethiopicus; 6 = Neoponera commutata; 7 = N. commutata (Queen); 8 = Odontoponera. (C) 1 = Ectatomma tuberculatum; 2 = Ectatomma; 3 = Gnaptogenys; 4 = Rhytidoponera metallica; 5 = Pogonomyrmex maricopa; 6 = P. occidentalis; 7 = P. rugosus; 8 = Diacamma. (D) 1 = Tetraponera sp.; 2 = Myrmecia browningii; 3 = M. gulosa; 4 = M. nigripes; 5 = M. pilosula; 6 = M. rufinodis; 7 = M. simillima; 8 = M. tarsata.
Figure 4. 1D SDS-PAGE (12% acrylamide with Coomassie brilliant blue staining) of venom from ants (reduced): (A) 1 = Paraponera clavata; 2 = Diacamma; 3 = Euponera sennaaren; 4 = Leptogenys; 5 = Neoponera villosa; 6 = Odontomachus; 7 = Opthalmopone; 8 = Megaponera analis. (B) 1 = Pachycondyla crassinoda; 2 = Paltothyreus tarsatus; 3 = Platythyrea lamellosa; 4 = P. strigulosa; 5 = Streblognathus aethiopicus; 6 = Neoponera commutata; 7 = N. commutata (Queen); 8 = Odontoponera. (C) 1 = Ectatomma tuberculatum; 2 = Ectatomma; 3 = Gnaptogenys; 4 = Rhytidoponera metallica; 5 = Pogonomyrmex maricopa; 6 = P. occidentalis; 7 = P. rugosus; 8 = Diacamma. (D) 1 = Tetraponera sp.; 2 = Myrmecia browningii; 3 = M. gulosa; 4 = M. nigripes; 5 = M. pilosula; 6 = M. rufinodis; 7 = M. simillima; 8 = M. tarsata.
Toxins 15 00224 g004
Figure 5. Representative LC-MS profiles of bee species: (A) Apis mellifera, (B) A. andreniformis, (C) Bombus impatiens, (D) B. sonorus, (E) Xylocopa californica, (F) Peponapis pruinosa. The x-axis is time (minutes); the y-axis is relative intensity (0–100%). Reconstructed mass in Daltons is shown above each peak.
Figure 5. Representative LC-MS profiles of bee species: (A) Apis mellifera, (B) A. andreniformis, (C) Bombus impatiens, (D) B. sonorus, (E) Xylocopa californica, (F) Peponapis pruinosa. The x-axis is time (minutes); the y-axis is relative intensity (0–100%). Reconstructed mass in Daltons is shown above each peak.
Toxins 15 00224 g005
Figure 6. Representative LC-MS profiles of wasp species. (A) Agelaia myrmecophila, (B) Polybia sericea, (C) Polistes major castaneocolor, (D) Vespula vulgaris, (E) Stictia sp., (F) Dasymutilla klugii. The x-axis is time (minutes); the y-axis is relative intensity (0–100%). Reconstructed mass in Daltons is shown above each peak.
Figure 6. Representative LC-MS profiles of wasp species. (A) Agelaia myrmecophila, (B) Polybia sericea, (C) Polistes major castaneocolor, (D) Vespula vulgaris, (E) Stictia sp., (F) Dasymutilla klugii. The x-axis is time (minutes); the y-axis is relative intensity (0–100%). Reconstructed mass in Daltons is shown above each peak.
Toxins 15 00224 g006
Figure 7. Representative LC-MS profiles of Formicidae species. (A) Dinoponera gigantea, (B) Myrmecia rufinodis, (C) Pachycondyla crassinoda, (D) Platythyrea strigulosa, (E) Paltothyreus tarsatus, (F) Odontomachus sp. The x-axis is time (minutes); the y-axis is relative intensity (0–100%). Reconstructed mass in Daltons is shown above each peak.
Figure 7. Representative LC-MS profiles of Formicidae species. (A) Dinoponera gigantea, (B) Myrmecia rufinodis, (C) Pachycondyla crassinoda, (D) Platythyrea strigulosa, (E) Paltothyreus tarsatus, (F) Odontomachus sp. The x-axis is time (minutes); the y-axis is relative intensity (0–100%). Reconstructed mass in Daltons is shown above each peak.
Toxins 15 00224 g007
Figure 8. A phylogeny of venom samples which were analyzed though LC-MS/MS and the toxins in the reference database which returned matches to peptides in those venoms. Phylogeny topology and branch lengths from TimeTree (https://timetree.org/) and other previously published phylogenies [81,82,83,84,85,86,87,88,89] were used to manually construct a combined phylogeny in Mesquite 3.7 [90].
Figure 8. A phylogeny of venom samples which were analyzed though LC-MS/MS and the toxins in the reference database which returned matches to peptides in those venoms. Phylogeny topology and branch lengths from TimeTree (https://timetree.org/) and other previously published phylogenies [81,82,83,84,85,86,87,88,89] were used to manually construct a combined phylogeny in Mesquite 3.7 [90].
Toxins 15 00224 g008
Figure 9. Ancestral state reconstructions of PLA2 activity (left) and serine protease activity (right). Activity was measured as relative percentage absorbance, and warmer colors represent higher activity. Grey boxes indicate social species. Phylogeny topologies and branch lengths from TimeTree (https://timetree.org/) and other previously published phylogenies [81,82,83,84,85,86,87,88,89] were used to manually construct a combined phylogeny in Mesquite 3.7 [90].
Figure 9. Ancestral state reconstructions of PLA2 activity (left) and serine protease activity (right). Activity was measured as relative percentage absorbance, and warmer colors represent higher activity. Grey boxes indicate social species. Phylogeny topologies and branch lengths from TimeTree (https://timetree.org/) and other previously published phylogenies [81,82,83,84,85,86,87,88,89] were used to manually construct a combined phylogeny in Mesquite 3.7 [90].
Toxins 15 00224 g009
Figure 10. Ancestral state reconstructions of the cytotoxic effects of aculeate venoms against melanoma (MM96L) cancerous cells (left) and the non-transformed (NFF) cell line (right). Cytotoxicity was measured using the area under the curve of cell mortality over the course of the assay. Warmer colors represent greater toxicity. Grey boxes indicate social species. Phylogeny topologies and branch lengths from TimeTree (https://timetree.org/) and other previously published phylogenies [81,82,83,84,85,86,87,88,89] were used to manually construct a combined phylogeny in Mesquite 3.7 [90].
Figure 10. Ancestral state reconstructions of the cytotoxic effects of aculeate venoms against melanoma (MM96L) cancerous cells (left) and the non-transformed (NFF) cell line (right). Cytotoxicity was measured using the area under the curve of cell mortality over the course of the assay. Warmer colors represent greater toxicity. Grey boxes indicate social species. Phylogeny topologies and branch lengths from TimeTree (https://timetree.org/) and other previously published phylogenies [81,82,83,84,85,86,87,88,89] were used to manually construct a combined phylogeny in Mesquite 3.7 [90].
Toxins 15 00224 g010
Table 1. Taxonomic sampling of species investigated.
Table 1. Taxonomic sampling of species investigated.
GroupFamilySubfamilySpecies
Social BeesApidaeApinaeApis andreniformis
ApidaeApinaeApis cerana
ApidaeApinaeApis dorsata
ApidaeApinaeApis florea
ApidaeApinaeApis mellifera ligustica (European)
ApidaeApinaeApis mellifera scutellata (Africanised)
ApidaeApinaeBombus huntii
ApidaeApinaeBombus sonorus
Solitary BeesApidaeApinaeCentris aethyctera
ApidaeApinaeDiadasia rinconis
ApidaeApinaeXenoglossa angustior
ApidaeXylocopinaeXylocopa rufa
ApidaeXylocopinaeXylocopa californica
ApidaeXylocopinaeXylocopa varipuncta
ColletidaeDiphaglossinaeCrawfordapis sp.
HalictidaeHalictinaeLasioglossum sp.
Social WaspsVespidaePolistinaeAgelaia myrmecophila
VespidaePolistinaeBelonogaster juncea colonialis
VespidaePolistinaeBrachygastra mellifica
VespidaePolistinaeMischocyttarus flavitarsus
VespidaePolistinaeParachartergus fraternus
VespidaePolistinaePolistes canadensis
VespidaePolistinaePolistes comanchus navajoe
VespidaePolistinaePolistes dorsalis
VespidaePolistinaePolistes flavus
VespidaePolistinaePolistes major castaneocolor
VespidaePolistinaePolybia rejecta
VespidaePolistinaePolybia simillima
VespidaePolistinaeRopalidia sp.
VespidaePolistinaeSynoeca septentrionalis
VespidaeVespinaeDolichovespula arenaria
VespidaeVespinaeVespa luctuosa
VespidaeVespinaeVespa mandarinia
VespidaeVespinaeVespa simillima
VespidaeVespinaeVespa tropica
VespidaeVespinaeVespula pensylvanica
VespidaeVespinaeVespula vulgaris
Solitary WaspsMutillidaeSphaeropthalminaeDasymutilla chiron
MutillidaeSphaeropthalminaeDasymutilla gloriosa
MutillidaeSphaeropthalminaeDasymutilla klugii
ScoliidaeScoliinaeScoliidae sp.
CrabronidaeBembicinaeStictia sp.
AntsFormicidaeEctatomminaeEctatomma tuberculatum
FormicidaeMymicinaePogonomyrmex maricopa
FormicidaeMymicinaePogonomyrmex occidentalis
FormicidaeMymicinaePogonomyrmex rugosus
FormicidaeMyrmeciinaeMyrmecia browningi
FormicidaeMyrmeciinaeMyrmecia gulosa
FormicidaeMyrmeciinaeMyrmecia nigriceps
FormicidaeMyrmeciinaeMyrmecia pilosula
FormicidaeMyrmeciinaeMyrmecia simillima
FormicidaeMyrmeciinaeMyrmecia tarsata
FormicidaeMyrmicinaeDaceton sp.
FormicidaeParaponerinaeParaponera clavata
FormicidaePonerinaeBrachyponera sennaarensis
FormicidaePonerinaeDiacamma sp.
FormicidaePonerinaeLeptogenys sp.
FormicidaePonerinaeNeoponera commutata
FormicidaePonerinaeNeoponera commutata (Queen)
FormicidaePonerinaeNeoponera villosa
FormicidaePonerinaeOdontomachus sp.
FormicidaePonerinaeOpthalmopone sp.
FormicidaePonerinaeMegaponera analis
FormicidaePonerinaePachycondyla crassinoda
FormicidaePonerinaePaltothyreus tarsatus
FormicidaePonerinaePlatythyrea lamellosa
FormicidaePonerinaePlatythyrea strigulosa
FormicidaePonerinaeStreblognathus aethiopicus
FormicidaePonerinaeTetraponera sp.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Dashevsky, D.; Baumann, K.; Undheim, E.A.B.; Nouwens, A.; Ikonomopoulou, M.P.; Schmidt, J.O.; Ge, L.; Kwok, H.F.; Rodriguez, J.; Fry, B.G. Functional and Proteomic Insights into Aculeata Venoms. Toxins 2023, 15, 224. https://doi.org/10.3390/toxins15030224

AMA Style

Dashevsky D, Baumann K, Undheim EAB, Nouwens A, Ikonomopoulou MP, Schmidt JO, Ge L, Kwok HF, Rodriguez J, Fry BG. Functional and Proteomic Insights into Aculeata Venoms. Toxins. 2023; 15(3):224. https://doi.org/10.3390/toxins15030224

Chicago/Turabian Style

Dashevsky, Daniel, Kate Baumann, Eivind A. B. Undheim, Amanda Nouwens, Maria P. Ikonomopoulou, Justin O. Schmidt, Lilin Ge, Hang Fai Kwok, Juanita Rodriguez, and Bryan G. Fry. 2023. "Functional and Proteomic Insights into Aculeata Venoms" Toxins 15, no. 3: 224. https://doi.org/10.3390/toxins15030224

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop