Abstract
Simple Summary
In honey bees, males are haploid while females are diploid, leading to a fundamental difference in genetic materials between the sexes. In order to better control the comparison of gene expression between males and females, diploid mutant males were generated by knocking out the sex-determining gene, complementary sex determiner (csd), in fertilized embryos. The diploid mutant drones had male external morphological features, as well as male gonads. RNA sequencing was performed on the diploid mutant embryos and one-day-old larvae. The transcriptome analysis showed that several female-biased genes, such as worker-enriched antennal (Wat), vitellogenin (Vg), and some venom-related genes, were down-regulated in the diploid mutant males. In contrast, some male-biased genes, like takeout and apolipophorin-III-like protein (A4), were up-regulated. Moreover, the co-expression gene networks suggested that csd might interact very closely with fruitless (fru), feminizer (fem) might have connections with hexamerin 70c (hex70c), and transformer-2 (tra2) might play roles with troponin T (TpnT). Foundational information about the differences in the gene expression caused by sex differentiation was provided in this study. It is believed that this study will pave the ground for further research on the different mechanisms between males and females in honey bees.
Abstract
In honey bees, complementary sex determiner (csd) is the primary signal of sex determination. Its allelic composition is heterozygous in females, and hemizygous or homozygous in males. To explore the transcriptome differences after sex differentiation between males and females, with genetic differences excluded, csd in fertilized embryos was knocked out by CRISPR/Cas9. The diploid mutant males at 24 h, 48 h, 72 h, and 96 h after egg laying (AEL) and the mock-treated females derived from the same fertilized queen were investigated through RNA-seq. Mutations were detected in the target sequence in diploid mutants. The diploid mutant drones had typical male morphological characteristics and gonads. Transcriptome analysis showed that several female-biased genes, such as worker-enriched antennal (Wat), vitellogenin (Vg), and some venom-related genes, were down-regulated in the diploid mutant males. In contrast, some male-biased genes, such as takeout and apolipophorin-III-like protein (A4), had higher expressions in the diploid mutant males. Weighted gene co-expression network analysis (WGCNA) indicated that there might be interactions between csd and fruitless (fru), feminizer (fem) and hexamerin 70c (hex70c), transformer-2 (tra2) and troponin T (TpnT). The information provided by this study will benefit further research on the sex dimorphism and development of honey bees and other insects in Hymenoptera.
Keywords: Apis mellifera, sex determination, CRISPR/cas9, transcriptome
1. Introduction
The queen, the drone, and the worker are the three adults present in a honey bee colony. The queen and drone are responsible for reproduction, while workers mainly participate in colony maintenance, defense, and forage. The queen and workers, two members of the caste system, are females, while drones are adult males. Their behavioral differences correlate with their morphological and physiological differences. They have differences in external morphology (such as eyes, antennae, mouthparts, and hind legs) and internal morphology (like reproductive organs, glands, brain structure, flight musculature, and sensory systems) [1,2,3,4]. Females develop from fertilized eggs that are diploid, while males arise from haploid unfertilized eggs under haplodiploidy. However, males can also be derived from fertilized eggs, usually laid in worker cells [5].
Diploid drones are rare in nature because worker bees eat them within a few hours after hatching [5,6]. Nonetheless, they can be reared to adults under laboratory conditions [7]. In the colonies, nurse bees discover diploid male larvae through the cuticle secretions, in which alkanes are the most significant compounds [8,9]. Moreover, the sex of live first-instar diploid males can be recognized through the contour and size proportions of the epiproct [10]. The discovery of diploid drones enabled the hypothesis of complementary sex determination [11]. The sex-determining gene, complementary sex determiner (csd), was identified afterward [12]. The allelic composition of csd determines the sex of the honey bee. It is heterozygous in females, and hemizygous or homozygous in males [12]. At least five amino acid differences in the potential specifying domain of csd can control allelic differences to create femaleness [13]. A total of 116–145 csd alleles are presumed to exist in the world [14]. To date, in addition to csd, it has been found that feminizer (fem) [15], doublesex (dsx) [16], and transformer-2 (tra2) [17] also play a role in the sex-determining pathway of honey bees. As the primary signal, csd determines the sex of an individual by controlling the alternative splicing of its downstream gene fem, which interacts with tra2 to trigger the female-specific splicing of dsx [17,18].
Haploid (unfertilized) male embryos only appear occasionally with a limited number during the swarming season [19], while fertilized eggs are almost constantly laid. After the swarming season, the males’ population in the colony decreases slowly and dwindles to zero in winter. Haploid males can also synchronously be laid by workers to pass along genes in a queenless colony [20,21]. Diploid males can be obtained in close inbred colonies by artificial insemination of the virgin queen with the semen of its son or brother drones [9]. Diploid males also can be available by knocking out fem in fertilized eggs through CRISPR/Cas9 genome editing technology [22]. The CRISPR/Cas9 system has the characteristics of high efficiency, simplicity, and low cost, thus ensuring it is a promising technology for studying gene function. So far, several genes’ functions have been studied in honey bees with this technique [22,23,24,25]. Because the genetic materials between males and females in honey bees are not identical due to the effects of ploidy, using CRISPR/Cas9 to produce diploid mutant males derived from fertilized eggs can better control the comparison of gene expression between males and females.
Here, we knocked out csd in fertilized embryos through the CRISPR/Cas9 system. Diploid mutant males were generated with typical male morphological features but with smaller testes than haploid drones. We also explored the transcriptome profiles of diploid mutant males and mock-treated females produced by the same mated queen. Transcripts of the specimens at 24 h, 48 h, 72 h, and 96 h after egg laying (AEL) were analyzed. The results show that some female-biased DEGs were down-regulated, and several male-biased genes had higher expression in diploid mutants. In addition, the co-expression gene networks in which csd, fem, tra2, and dsx acted as hub genes were constructed, respectively.
2. Materials and Methods
2.1. sgRNA Synthesis and Embryo Microinjection
The single-guide RNA (sgRNA) for CRISPR/Cas9 was designed on the website http://chopchop.cbu.uib.no/ (accessed on 29 July 2021) [26]. The target site is located in the second exon of csd (Figure 1). According to the manufacturer’s instructions, sgRNA was synthesized and purified using an in vitro transcription kit (Inovogen, Chongqing, China). Embryos were harvested from three colonies of Fengqiang No. 1 (Apis mellifera), one strain of high royal jelly-producing honey bee [27]. These colonies were maintained in the Apiary of Honey Bee Molecular Breeding Laboratory, Fujian Agriculture and Forestry University, China. After the fertilized queens were caged for one hour on empty combs, the eggs they laid were grafted with a metal needle and fixed on wax strips. Then, the embryos of the treatment groups were microinjected with a mixture of sgRNA and Cas9 nuclease (Invitrogen, Frederick, MD, USA) at a final concentration of 500 ng/µL and a molar ratio of 1:1, using glass capillaries (Narishige, Tokyo, Japan). The eggs of mock-treated groups were injected with sgRNA with a final concentration of 500 ng/µL. All operations were performed skillfully to ensure all the steps, from caging the queen to finishing the microinjection, were completed within two hours. When the embryos were freshly hatched, these young larvae were transferred to Petri dishes containing a modified artificial diet [22], which consisted of 50% royal jelly, 6% glucose, 8% fructose, 2% yeast extract, and 34% water. The condition for the incubation of larvae was 34.5 °C with 90% relative humidity. Additionally, the haploid males laid by the virgin queen were reared with the same ingredients and recipe of food under identical laboratory conditions.
2.2. Samples Collection and Mutation Detection
The status of embryos, freshly hatched larvae, and one-day-old larvae were checked using a stereomicroscope (Nikon, Tokyo, Japan), and the live individuals were collected for RNA-seq. The samples were harvested at four time points—24 h, 48 h, 72 h, and 96 h AEL—and three biological replicates were included at each time point. During the collection of samples for RNA-seq, four random samplings were also taken. A total of forty-five 96 h AEL old larvae were collected and raised to adulthood under laboratory conditions. After their eclosion, DNA was extracted. The gene-specific primers (forward primer: 5′-GCGTCTTCTCTAAGCACTT-3′, and reverse primer: 5′-CCACAGTTGTTGTTGTTGAT-3′) were used to amplify the target region. According to the manufacturer’s instructions, Phusion High-Fidelity DNA Polymerase (Invitrogen, Frederick, MD, USA) was used for PCR amplification. The cycling conditions were as follows: denaturation at 98 °C for 3 min, followed by 30 cycles of 98 °C for 30 s, 60 °C for 30 s, and a final extension at 72 °C for 5 min. Then, the genotypes of the target region were examined by TA cloning and sequencing.
2.3. Bioinformatic Analysis after RNA-Seq
After extracting total RNA from samples, 24 mRNA libraries were constructed. Then, mRNA sequencing was performed with the Illumina HiSeq 2500 platform (Illumina, San Diego, CA, USA) by the Gene Denovo Biotechnology Company, Guangzhou, China. Raw reads containing adapters or low-quality bases were filtered by fastp (version 0.18.0) [28]. Bowtie2 (version 2.2.8) was used for mapping short reads and clearing short reads [29]. After that, paired-end clean reads were mapped to the reference genome (Amel_HAv3.1) using HISAT (version 2.2.4) [30,31]. Then, the mapped reads were assembled using StringTie (version 1.3.1) [32,33]. For each transcription region, a fragment per kilobase of transcript per million mapped reads (FPKM) value was calculated to quantify its expression abundance and variations [34]. The expressions of differentially expressed genes (DEGs) were analyzed by DESeq2 [35]. The transcripts with the false discovery rate (FDR) <0.05 and absolute fold change ≥2.0 were considered differentially expressed transcripts. To better understand the function of DEGs, they were then subjected to enrichment analysis for Gene Ontology (GO) and KEGG pathways [36,37]. rMATS (version 4.0.1) was used to identify alternative splicing events and analyze differential alternative splicing events between treatment group and mock-treated group samples [38]. Moreover, weighted gene co-expression network analysis (WGCNA) was performed to build gene co-expression networks [39]. After the construction of co-expression modules with the WGCNA package (version 1.47), the modules in which csd, fem, tra2, and dsx located were selected. The top 100 genes with the highest weight values in each module were focused and chosen. Also, the DEGs that occurred in these modules, particularly those whose functions were annotated and had high connectivity with csd, fem, tra2, and dsx were selected. Additionally, the top 25 genes that showed the highest connectivity with these DEGs were chosen. Co-expression networks, in which csd, dsx, fem, and tra2 acted as the hub genes, and the selected functional DEGs were respectively built with Cytoscape (version 3.8.1) [40].
2.4. qPCR Examination of RNA-Seq Data and Gene Expression in Natural Females and Males
To validate the RNA-seq results’ accuracy, the same samples used for RNA-seq were used for qPCR analysis. Gene-specific primers (Table S1) for the selected genes were employed, and actin was the internal reference gene [41]. qPCR was carried out on the CFX384 Touch real-time PCR detection system (Bio-Rad, Hercules, CA, USA). The qPCR kit (GoTaq® qPCR Master Mix, Promega, Madison, WI, USA) was used. Cycling conditions were as follows: denaturation at 95 °C for 3 min, followed by 40 cycles of 95 °C for 15 s, and 60 °C for 20 s. Melting curve analysis was performed at 60 °C for 30 s and 95 °C for 30 s. Relative gene expression levels were calculated using the comparative 2−ΔΔCt method. Statistical significance was estimated through the Student’s t-test with SPSS (version 21).
Moreover, natural female samples laid by fertilized queens were collected from the same colonies with mock-treated groups and treatment groups. And, the natural male eggs were laid by the virgin queens subjected to double CO2 narcosis [42]. The virgin queens were caged for two hours on empty combs. Same genes’ expression levels were examined in these two natural group samples through qPCR. The primers for each gene, the qPCR verification conditions, and the data analysis methods were identical as those used in the qPCR confirmation of the RNA-seq data.
3. Results
3.1. Diploid Mutant Males in Which csd Was Knocked by CRISPR/Cas9
To collect 80 eggs or 35 larvae used for RNA-seq at each time point, approximately 2300 eggs for each treatment group were injected. For each mock-treated group, about 600 embryos were injected. A total of 28 out of 45 sampling larvae from the treatment groups successfully emerged. They all showed typical morphological characteristics of drones. They all had testes after dissection, which were executed on their first day of adulthood. Then, different mutant genotypes were detected in these diploid mutant drones (Figure 2A). It indicated that the mutation rate of csd induced by CRISPR/Cas9 in the treatment group samples used for RNA-seq was 100%. Moreover, according to the honey bee embryos’ stage scheme [43], the development of embryos with treatment was delayed during embryogenesis. At 48 h AEL, the diploid mutant embryos were at stage six, while the mock-treated embryos were at stage seven (Figure A1A). At 72 h AEL, the diploid mutant embryos were at stage eight, while the mock-treated embryos were at stage nine. The newly hatched diploid mutant larvae had a different appearance of epiprocts when compared with the mock-treated larvae (Figure A1B). The diploid mutants showed typical male heads with larger compound eyes during the pupa stage (Figure 2C). Their testes were smaller than the haploid drones derived from the virgin queen and fed with the same artificial diets (Figure 2B).
3.2. Evaluation of Transcriptome Data and Gene Expression in Natural Two Sex
A total of 24 mRNA libraries were established. Over 90.70% of clean reads were mapped to the reference genome in each of them, and over 89.11% of uniquely mapped reads fell within known exons (Table S2). Both csd and fem were the down-regulated DEGs (FDR < 0.05) at 48 h AEL (Table S3). Csd and femF in the treatment groups showed significantly lower expression than the mock-treated groups, validated by qPCR (Figure 3A). However, there were more reads of fem’s first four exons in diploid mutant specimens than the mock-treated samples in the alternative splicing events analysis (Figure 3B). There is a premature stop codon in the male transcript of fem [15]. It is inferred that lots of femM transcript isoforms existed in the diploid mutant males.
The expression patterns of 20 DEGs selected at four time points were verified through qPCR. The qPCR results show that the expression level of up-regulated DEGs was higher in diploid mutant males; the expression level of down-regulated DEGs was higher in mock-treated females, indicating that the RNA-seq results were credible (Figure A2). Except for csd and femF, the gene expressions of the same 20 genes were also examined in natural females and males through qPCR. Both csd and femF had lower relative expression levels in natural male embryos than natural females (Figure A3). In addition, 10 genes showed the same trend with the results of the gene expression level comparison between the mock-treated and the treatment groups.
3.3. Analysis of DEGs
There were 90, 53, 111, and 40 up-regulated and 0, 67, 380, and 197 down-regulated DEGs at 24 h, 48 h, 72 h, and 96 h AEL respectively (Figure 4A). Among the down-regulated DEGs, 94 DEGs were shared at 72 h and 96 h AEL (Figure 4B). According to the existing research [44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72] on these genes’ functions, at 24 h AEL, 13 DEGs were neural-related [44,45,46,47,48,49,50,51,52], and 8 DEGs were associated with muscle [53,54,55] (Table S4). At 48 h AEL, among the up-regulated DEGs, 11 were related to metabolism, 5 were associated with the nervous system [56,57,58,59], and 2 were odorant receptor (OR) encoding genes. The down-regulated DEGs were mainly related to tissue proliferation and functional organs (eye, leg, and wing) [60,61,62] (Table S5). At 72 h AEL, the up-regulated DEGs were involved with the nervous system [44,52], olfactory, and vision [63]. Additionally, four male-biased genes were also up-regulated in diploid mutant males (Table S6) [64,65,66,67]. As for the down-regulated DEGs, some of them were venom-relate genes [68,69,70,71], and several of them were associated with cuticle (epidermis) and ecdysteroid biosynthesis. At 96 h AEL, one up-regulated DEG was vision-related [72]. Most of the down-regulated DEGs were cuticle (epidermis) and ecdysteroid biosynthesis-related (Table S7). There were 21 cuticular protein (CP)-encoding DEGs at 72 h AEL, while the number at 96 h AEL was 14. The down-regulated CP-encoding genes encoded four CP family members: CPR, CPAP3, TWDL, and glycine-rich protein family [73].
3.4. GO Enrichment Analyses
At 24 h AEL, catalytic activity, the metabolic process, the single-organism process, and the cellular process were the top four GO terms that annotated the most DEGs (Figure A4). At 48 h AEL, the up-regulated DEGs were specifically associated with signal transducer activity and molecular transducer activity. In contrast, the GO terms’ enrichment of down-regulated DEGs were uniquely involved in signaling, biological adhesion, and nucleic acid binding transcription factor activity. At 72 h AEL, the up-regulated DEGs were specifically annotated to two GO terms: multi-organism process and developmental process. The down-regulated DEGs were particularly enriched to fifteen GO terms. At 96 h AEL, the up-regulated DEGs were uniquely annotated to five GO terms: regulation of the biological process, biological regulation, multi-organism process, nucleic acid binding transcription factor activity, and organelle. The single-organism process, localization, and the cellular process, specifically, annotated the down-regulated DEGs. The top three GO terms were metabolic process, binding, and catalytic activity, at 48 h, 72 h, and 96 h AEL.
3.5. KEGG Pathway Mapping of DEGs
At 24 h AEL, the significantly enriched five pathways were the ECM–receptor interaction (ko 04512), human diseases (ko 04933), ascorbate and aldarate metabolism (ko 00053), insect hormone biosynthesis (ko 00981), and starch and sucrose metabolism (ko 00500) (Figure A5). At 48 h AEL, four KEGG pathways, lysosome (ko 004142), glycosaminoglycan degradation (ko 00531), glycerolipid metabolism (ko 00561), and metabolic pathways (ko 01100), were significantly enriched. At 72 h AEL, twenty-two pathways were significantly enriched (Table S8). Among them, the ECM–receptor interaction, ascorbate, and aldarate metabolism were the pathways that were also significantly enriched at 24 h AEL; metabolic pathways were also significantly enriched at 48 h AEL. At 96 h AEL, seven KEGG pathways were significantly enriched. Valine, leucine, and isoleucine biosynthesis (ko00290) was the KEGG pathway uniquely significantly enriched at this time point. Insect hormone biosynthesis (ko 00981) was also significantly enriched at 24 h AEL. Five KEGG pathways, tyrosine metabolism (ko 00350), phenylalanine metabolism (ko 00360), peroxisome (ko 04146), glycine, serine, and threonine metabolism (ko00260), and amino sugar and nucleotide sugar metabolism (ko00520), were also significantly enriched at 72 h AEL.
3.6. Co-Expression Network Analysis of csd, fem, tra2, and dsx
Csd, fem, tra2, and dsx, were divided into three modules; csd and dsx were in the same module. The interaction between csd and dsx was much more than that between csd and fruitless (fru) (Figure 5). Many genes located downstream of csd were also the downstream genes of fru. Forty-one up-regulated DEGs at 72 h AEL were in the same module fem located. Nine of them were shown in the co-expression networks graph that fem acted as the hub gene (Figure 6). Four odorant-binding protein (OBP) encoding genes, Obp13, Obp17, Obp18, and Obp21, were also included in the module. Obp13 was an up-regulated DEG at 72 h AEL. The co-expression networks showed that Obp13 and Obp17 had more intense relationships with fem than Obp18 and Obp21. Obp13, Obp17, and hexamerin 70c (hex70c) were the upstream genes of fem. A total of 29, 16, 87, and 24 DEGs belonging to 24 h, 48 h, 72 h, and 96 h AEL, respectively, were in the module tra2. There were six troponin (Tpn) family members, TpnII, TpnCI, TpnC IIa, TpnCIIb, TpnCIIIa, and TpnT. tra2 seemed to have an intense interaction with the Tpn family, especially TpnT, an up-regulated DEG at 24 h AEL (Figure A6).
4. Discussion
After fem was knocked out in honey bees through CRISPR/Cas9 to generate the diploid mutant males [22], csd was knocked out with the same technique in the present study, and the diploid mutant males were obtained. The natural haploid and diploid male eggs require about three hours longer than female eggs to hatch [4,74]. In this study, the development of the diploid mutant male embryos was delayed when compared with the mock-treated embryos (female). The haploid and diploid male first-instar larvae showed no difference in the contour of epiproct [10]. The diploid mutant larvae had different epiproct characters compared with their female sisters in this study. Moreover, the testes of the diploid adult mutants were smaller than the testes of the haploid drones fed with the same ingredient and recipe diets. In previous studies, in Apis mellifera, the diploid drones’ testes were smaller than those of the haploids’ when they were killed on their first day of adult life [9,75]. This is mainly because of the fewer and shorter testicular tubules in the testes of diploid males than the normal testes [76]. Similar situations happened in the newly emerged diploid drones of Apis cerana, which had a lighter wet weight of reproductive organs than the haploid drones [77]. In addition, during the larval stage, the testes of diploid fifth-instar larvae were smaller than normal ones when fem was knocked down [18]. However, the diploid male larvae’ testes had full-sized development when csd was knocked down [18] and when fem was knocked out [22].
So far, several omics studies comparing natural males and females (Table S9), which mainly were transcriptome [78,79,80,81] and proteome [82,83], have been carried out. A transcriptome comparison was also conducted between haploid drones and diploid drones in Apis cerana [77]. These studies covered the main stages during the honey bee life cycle: embryogenesis [78], larval stage [79], pupal stage [80], and adult life [77,81,82,83]. Additionally, a comparative study of the transcriptome at different time points in the embryonic period in Apis cerana was also conducted [84]. A comparison of the results in the present study with the findings in previous studies was executed.
At 24 h AEL, a large percentage of DEGs were neural-related, consistent with the KEGG pathway—extracellular matrix (ECM)—was significantly enriched. ECM plays a fundamental role in the nervous system’s development, maintenance, and regeneration [85]. The insect hormone biosynthesis pathway was also significantly enriched. Juvenile hormone acid O-methyl transferase (jhamt) was the DEG that participated in this pathway. The protein jhamt encoded is an essential enzyme in the JH biosynthesis pathway in insects [86]. In honey bees, queens have higher expression levels of jhamt than workers in almost all developmental stages [87]. In the present study, the natural male embryos had a lower mRNA expression of jhamt than natural females at 24 h AEL. However, its expression was higher in diploid mutant males than the mock-treated females. JH affects the nervous system structure in adult honey bees [88]. It was presumed that the differentiation between males and females might begin with neural fate determination which influenced by jhamt after the sex differentiation. Moreover, the number of significantly enriched GO terms annotated by ryanodine receptor (RyR) was the largest. Five of them were involved in the biological process category, and three GO terms were tied to the cellular component category. RyR encoded a Ca2+ release channel family in Drosophila [51]. The gene expression level of RyR and six other DEGs (thrombospondin type-1 domain-containing protein 4, nidogen-2, synaptic vesicle glycoprotein 2B, neural cell adhesion molecule 2, neuroligin 1, and omega-conotoxin-like protein 1) was higher in the antennae of foragers than those in drones [81]. Furthermore, takeout, regulated by the somatic sex-determination pathway and affecting male courtship behavior [89], was also up-regulated in diploid mutant embryos.
The role of males playing in the colony is to mate with virgin queens, which relies heavily on the olfactory detection of the queens’ pheromones. The realization of this function is inseparable from the antennae of the drone. Except for apparent differences in drone and worker antennae’s shape and size, the most dramatic difference between them lies in the number of pore plate sensilla, which makes drones possess as many as five times olfactory sensory neurons as workers [90]. At 48 h AEL, two olfactory-related genes, Or4–like and Or35, were up-regulated in diploid mutant embryos. Four GO terms, annotated by the former, were significantly enriched. One belonged to the molecular function category, and the other three belonged to the biological process category. As for the GO terms that Or35 annotated, two of them were significantly enriched. They were classified into the biological process category and the molecular function category. Or4-like was also an up-regulated DEG at 72 h AEL. Other olfactory-related DEGs, Or4, Or13a, Obp13, and Obp14, were also up-regulated at this time point. Obp13 was one of the genes controlled by sex-determination pathways and caste signals [80]. The protein encoded by Obp14 had an exclusive up-regulation in the antennae of drones [82]. None of these olfactory-related DEGs were up-regulated in the antennae of foragers [81]. As for the down-regulated DEG at 48 h AEL, fourteen GO terms from three categories annotated by eyg, one Notch pathway gene, were significantly enriched. Eyg promoted eye–antennal disc proliferation and controlled the eyes’ growth in Drosophila [60,61,62]. Twelve GO terms annotated by forkhead domain transcription factor slp1 were significantly enriched. Five of them were from the biological process category, four were classified to the molecular function category, and three belonged to the molecular function category. Forkhead domain transcription factor slp1 is responsible for the development and differentiation of Drosophila [91]. It was inferred that the down-regulation of these development-related DEGs might have connections with the delayed development of diploid mutant embryos.
At 72 h AEL, eight down-regulated DEGs (worker-enriched antennal (Wat), venom serine protease Bi-VSP, venom carboxylesterase-6-like, venom dipeptidyl peptidase 4-like, C1q-like venom protein (C1q-VP), venom acid phosphatase Acph-1-like protein (Acph-1), nuclear hormone receptor Ftz-f1, and loricrin) showed higher expressions in the antennae of foragers than drones [81]. Wat was controlled by the combined action of the sex determination and the caste pathways [80]. Venom carboxylesterase-6-like was also found to have significant up-regulation in queen larvae compared with drone larvae [79]. The venom glands were evolved from the female accessory reproductive glands and were consequently restricted to female bees [92]. The expression profile of C1q-VP was lower in natural males and diploid mutant males when compared with females at 72 h and 96 h AEL, respectively. The down-regulation of venom-related genes in diploid mutant males might be due to sex change. In addition, apolipophorin-III-like protein (A4) was also one of the up-regulated DEGs at 72 h AEL. A4 was uniquely isolated in the antennal of the male fire ant, Solenopsis invicta [65]. Moreover, cationic amino acid transporter 3 (CAT), which activates vitellogenin (Vg) [93], was also down-regulated in diploid mutant males at 72 h AEL. Vg was the down-regulated DEG at AEL 96 h. Vg encodes a female-specific protein in honey bees [94] and performs many functions in females [95,96]. In previous research, the expression of Vg was higher in forager antennae than males’ [81]. Vg’s concentration in haploid drones was low and could only be produced a few days after emergence [94,97]. The overage concentration of Vg in diploid males was only about half of that of the haploid drones [9]. Furthermore, the expressions of tyrosine hydroxylase and tyrosine aminotransferase were lower in natural drones [81] They were the down-regulated DEGs at 96 h AEL in the present study. The tyrosine metabolism pathway they participated in was also significantly enriched.
WGCNA results suggest that csd has a remoter relationship with dsx, which is consistent with dsx acting as a bottom gene in the sex-determination pathway. Fru is a neuronal gene that acts to establish the male courtship behaviors in Drosophila [98,99,100]. In the module in which fem acted as the hub gene, fem was a downstream gene of hex70c. Hex70c encodes a storage protein whose expression was strongly and positively influenced by JH [64]. It was speculated that fem might also be affected by JH. Tra2 has been proved to have a vital role in honey bee embryogenesis [17]. The co-expression network showed that TpnT, an up-regulated DEG at 24 h AEL, had an intense interaction with tra2. The other five Tpn family members, TpnI, TpnCI, TpnCIIa, TpnCIIb, and TpnCIIIa, were also in the same module. TpnT, TpnI, and TpnCIIb were co-regulated by the sexual and caste signal [80]. Four GO terms annotated by TpnT were significantly enriched. TpnT could affect the development of indirect flight muscles in Drosophila [53]. The troponin complex was considered a vital role in regulating the contraction and relaxation of striated muscles [54]. It could be inferred that tra2 might participate in the development of striated muscles in honey bees with the company of TpnT.
5. Conclusions
In this study, diploid mutant males were generated by knocking out csd in fertilized eggs laid by a mated queen. The morphology of diploid mutant drones had typical male characteristics with smaller testes. The transcriptome analysis of diploid mutant males and mock-treated females that shared the same mother queen showed that some female-biased DEGs were down-regulated, while several male-biased genes were up-regulated in diploid mutant males. Among the DEGs at 24 h AEL, a large percentage of DEGs were neural-related. At 48 h and 72 h AEL, several up-regulated DEGs were olfactory-related, which might have a connection with the different roles of males and females played in colonies. The down-regulation of development and differentiation-related DEGs at 48 h AEL, as well as cuticle (epidermis) and ecdysteroid biosynthesis-related DEGs at 72 h AEL, might connect with the delayed development of diploid mutant embryos. Additionally, fru might also take part in the sex-determining pathway, and as the downstream gene of csd. fem might have interactions with Obp13, Obp17, and hex70c. Furthermore, the Tpn family, especially TpnT, might join with tra2 to participate in embryos’ development. Basic information about the gene expression of females and diploid mutant males was shown in this study. More validation work is needed to discover their mysterious roles in honey bees. Particularly, the genes related to sex dimorphism are valuable for further gene function study.
Acknowledgments
We much appreciate Wei Pan for helping with the picture drawing and Wei-Fone Huang for the valuable comments on the manuscript. We also thank Wandong Qi and Yanna Liang for their business help in analyzing the results of the RNA-seq.
Supplementary Materials
The following are available online at https://www.mdpi.com/article/10.3390/insects12080704/s1, Table S1: Gene-specific primers for qPCR; Table S2: The quality of RNA-seq data after mapping to the reference genome of Apis mellifera; Table S3: The transcripts of csd and fem at four time points; Table S4: Nerve- and muscle-related DEGs at 24 h AEL; Table S5: DEGs related to the development of tissues and organs at 48 h AEL; Table S6: The main DEGs at 72 h AEL; Table S7: The main DEGs at 96 h AEL; Table S8: The significantly enriched KEGG pathways at 72 h AEL; Table S9: The omics research about the comparison of male and female in honey bees.
Appendix A
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Appendix F
Author Contributions
Conceptualization, S.S. and X.W.; methodology, H.G., M.Z. and X.W.; validation, X.W., Y.L., H.N. and S.S.; formal analysis, X.W. and H.N.; resources, X.W., L.L. and S.S.; data curation, X.W., H.N. and S.S.; writing—original draft preparation, X.W., Y.L., H.N. and S.S.; writing—review and editing, X.W., H.N., Y.L. and S.S.; supervision, S.S. and H.N.; project administration, S.S.; funding acquisition, S.S. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the China Agriculture Research System of MOF and MARA (No. CARS-44-KXJ4) and the National Natural Science Foundation of China (No. 31772684).
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
The data presented in this study are available on request from the first author.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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Data Availability Statement
The data presented in this study are available on request from the first author.