{'fraction_non_alphanumeric': 0.037991670522906064, 'fraction_numerical': 0.02077741786210088, 'mean_word_length': 5.118629671574179, 'pattern_counts': {'":': 0, '<': 6, '<?xml version=': 0, '>': 0, 'https://': 1, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Serpin7 controls egg diapause of migratory locust (Locusta migratoria) by regulating polyphenol oxidase

Diapause is a state of arrested growth, which allows insects to adapt to diverse environments. Serine protease inhibitors (serpins) play an important role in various physiological processes, including blood coagulation, fibrinolysis, development, complement activation and extracellular matrix remodeling. We hypothesized that serpin may affect energy metabolism and thereby control diapause of migratory locust (Locusta migratoria) embryos by regulating protease cascades. A total of seven nonredundant serpin genes (named serpin1–serpin7) of L. migratoria were obtained through transcriptomic analysis. We further performed label‐free proteomic sequencing and analysis of diapause and nondiapause eggs of L. migratoria, revealing significant differences in serpin7 expression. A significant reduction in diapause rate under the short photoperiod was observed in insects treated with serpin7 double‐stranded RNA. Furthermore, knockdown of the serpin7 gene resulted in significant upregulation of the activity of polyphenol oxidase. We therefore propose that the observed serpin7 gene plays a crucial role in diapause, suggesting that control of energy metabolism may have potential as a future strategy for the reproductive control of insect pests.

Diapause is a state of arrested growth, which allows insects to adapt to diverse environments. Serine protease inhibitors (serpins) play an important role in various physiological processes, including blood coagulation, fibrinolysis, development, complement activation and extracellular matrix remodeling. We hypothesized that serpin may affect energy metabolism and thereby control diapause of migratory locust (Locusta migratoria) embryos by regulating protease cascades. A total of seven nonredundant serpin genes (named serpin1-serpin7) of L. migratoria were obtained through transcriptomic analysis. We further performed label-free proteomic sequencing and analysis of diapause and nondiapause eggs of L. migratoria, revealing significant differences in serpin7 expression. A significant reduction in diapause rate under the short photoperiod was observed in insects treated with serpin7 double-stranded RNA. Furthermore, knockdown of the serpin7 gene resulted in significant upregulation of the activity of polyphenol oxidase. We therefore propose that the observed serpin7 gene plays a crucial role in diapause, suggesting that control of energy metabolism may have potential as a future strategy for the reproductive control of insect pests.
Diapause is an important behavior of insects that allows the insects to adapt to diversified environments. Migratory locust, Locusta migratoria L., belongs to the facultative diapause type of embryonic diapause insect [1,2]. Temperature and photoperiod are the key factors affecting diapause of L. migratoria. The maternal L. migratoria can sense the environmental information and transmit this information in the form of signals to the offspring to cut off the developmental signal, which induces diapause of the eggs in the locusts [3].
Serine protease inhibitors (serpins) belong to the widely distributed protein family protease inhibitors [4,5]. More than 1500 serpins have been extensively studied in animals, plants, bacteria and viruses [6]. Generally, the serpin could be 350-500 amino acids found in typical serpin, and irreversible inhibition occurs whenever serpin binds to its substrates [4,7]. Studies showed that the serpins play an important role in blood coagulation, fibrinolysis, complement activation, inflammatory reactions, immunity, physiology, digestion, development and extracellular matrix remodeling [8][9][10][11][12]. Seven serpins were purified from hemolymph of tobacco moth, Ephestia elutella, that regulated the activation of phenol oxidase (PO) and played a role in immune defense [13][14][15]. In addition, serpins also play a crucial role in tissue synthesis and embryonic development of animals [16]. Spn27A regulates the formation of dorsal ventral axis of drosophila embryos in the early developmental stage by inhibiting the Toll signaling pathway [17,18]. In addition, Spn88Ea is necessary for wing development in fruit flies [19]. Balance of SRP-2 (serpin), a cross-class inhibitor, is also important for postembryonic development of nematodes, Caenorhabditis elegans [20]. However, no extensive and comprehensive studies have been made on the effects of serpin in relation with insect diapause. Keeping in view the importance of serpins in other plants and animals, this novel study was designed to carry out the transcriptome analysis of diapause and nondiapause eggs of migratory locust, L. migratoria, especially for the serpin genes [21,22]. We further performed label-free proteomic sequencing on diapause and nondiapause eggs of migratory locust to understand the expression of serpin-related genes [21,22]. We hypothesized that serpin may affect energy metabolism and could control diapause of migratory locust embryos by regulating protease cascade reaction. To explore the role of serpin in diapause regulation, we performed RNA interference (RNAi)-mediated silencing of serpin gene. We further planned to study the content of polyphenol oxidase (PPO) by applying RNAi of specific serpin gene. This study would provide a theoretical basis for further study on the diapause mechanism of the migratory locust through serpins.

Insect materials
The L. migratoria L. colony used in this study was originally collected from the field at Cangzhou, Hebei, China  [23,24]. Freshly grown wheat seedlings were fed to the locusts in the laboratory.

Identification of serpin genes in the migratory locust
The transcriptome sequencing and analysis were performed on diapause and nondiapause eggs of migratory locusts in the State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chines Academy of Agricultural Sciences. A total of seven serpin genes (serpin1 to serpin7) were obtained. Molecular formula, molecular weight and isoelectric points of serpin proteins were analyzed by EXPASY software (Swiss Institute of Bioinformatics, Geneva, Switzerland). Meanwhile, we used WOLF PSORT software (http://wolfpsort.org/) to predict the subcellular localization of serpins (Data S1).
Amino acid sequence alignment and construction of phylogenetic tree DNAMAN software (version 7.212; Lynnon Corp., Quebec, QC, Canada) was used to translate the serpin sequence of migratory locust. We obtained the amino acid sequences of serpins' open reading frame (ORF). Sequence alignment was performed between serpin amino acid sequences of the migratory locust (Data S2) and other serpins sequences of silkworm, Bombyx mori, and fruit fly, Drosophila melanogaster, published by Universal Protein Knowledgebase (UniProt). The neighbor-joining (NJ) method was used to construct phylogenetic trees by MEGA 6.0 software (Molecular Evolutionary Genetics Analysis Version 6.0), and 1000 bootstrap tests were performed [25].
Advanced structure analysis of serpin proteins Using the Self-Optimized Prediction method With Alignment (SOPMA) online server (https://npsa-prabi.ibcp.fr/cgibin/npsa_automat.pl?page=/NPSA/npsa_sopma.html), we analyzed the secondary structure of serpin proteins and predicted the tertiary structure of serpin proteins by EXPASY software (Swiss Institute of Bioinformatics).

Clone of serpin7 gene
Third-instar nymph of locusts was dissected, and the digestive tract was clinically removed. The remaining tissues were used for the extraction of total RNA. TRIcom Reagent (Tianmo, Huailai, China) was used to extract RNA. Total RNA was isolated according to the manufacturer's protocol. The quality was checked on a spectrophotometer with A 260 /A 280 between 1.9 and 2.0, whereas the reliability of RNA was confirmed on 1% agarose gel, which gave three clear bands. cDNA was synthesized according to the Prime-Script TM II 1st strand cDNA Synthesis Kit (TaKaRa, Dalian, China). By analyzing transcriptome of the migratory locust, we obtained the sequence of serpin7 gene, and primers were then designed by DNAMAN software (version 7.212; Lynnon Corp.). Using cDNA of migratory locust as a template, we amplified the serpin7 gene by primers ser-pin7-1F/serpin7-1R. The PCR-amplified fragment was 894 bp (Fig. 1). The obtained PCR product was purified by TIANgel Midi Purification Kit (Tiangen, Beijing, China) and was connected to the 1-lL pMD19-T vector (TaKaRa, Dalian, China), 6 lL solution (TaKaRa, Japan) and 3 lL DNA to incubate at room temperate for 6 h. Later, the recombinant was transformed into Escherichia coli Trans1-T1 strain, and 500 lL LB (lysogeny broth) liquid medium was added. Notably, no restriction enzymes were used. The obtained product was allowed to shake at 200 r.p.m. at 37°C for 2 h. A total of 100 lL bacterial solution was applied to LB solid medium, including 1% of ampicillin. The medium was incubated at 37°C for 12 h. The recombinant colonies were transferred into liquid LB culture medium containing 1% ampicillin and were shaken for 3-6 h at 37°C. Finally, the medium for PCR template was prepared. Primers for this particular study were synthesized by Sangon Biotech Co. Ltd. (Beijing, China) ( Table 1).

Synthesis and injection of double-stranded RNA of serpin7 gene
Recombinant plasmid including serpin7 gene fragment was extracted by using EZgene TM Plasmid Miniprep Kit (Biomiga, San Diego, CA, USA). Using the recombinant plasmid as template, the serpin7 gene was amplified by primers serpin7-2F/serpin7-2R (Table 1). The amplified PCR products were then purified with TIANgel Midi Purification Kit (Tiangen), followed by quantification through NanoPhotometer TM (Implen GmbH, Munchen, Germany). Serpin7 double-stranded RNA (dsRNA) was synthesized using the T7 RiboMAX TM Express RNAi System Kit (Promega, Madison, WI, USA). The expected size of serpin7's dsRNA was 602 bp (Fig. 1). dsRNA concentration of serpin7 was detected by a NanoPhotometer TM (Implen, GmbH, M€ unchen, Germany), and the final concentration was adjusted to 1 lgÁlL À1 for further analysis.
Twenty-five female L. migratoria were selected from each photoperiod within 24 h after adults were injected with 10 lL serpin7 dsRNA (lgÁlL À1 ) between the third and fourth abdominal segments. Double-distilled water (ddH 2 O) as control was injected in a similar manner to the selected females. Dissecting the whole bodies of dsRNA-injected and control group's adult locusts after 36 h, we obtained hind leg, ovary and fat body. The efficiency of RNAi-mediated knockdown was determined with real-time quantitative PCR (RT-qPCR).

RT-qPCR
To check the efficiency of RNAi-mediated knockdown in different tissues of L. migratoria, we dissected out the hind leg, ovary and fat body from each treatment. RNA was extracted from each sample using TRIcom Reagent

Diapause rate
Remaining locusts were reared at 28°C, until eggs laying. The numbers of hatched nymph of locusts (D 1 ) and the unhatched eggs (D 2 ) were counted, and the diapause rate (%) was calculated accordingly:

Statistical analysis
Independent samples t-test was used for measuring mRNA levels, enzyme activities and diapause rate. Statistically significant differences were considered on an error probability of P < 0.05. Data are presented as means AE SE. Asterisks on the bars in the figures represent significant differences among the treatments and control. Statistical analyses were performed using SPSS software version 16.0 (SPSS Inc., Chicago, IL, USA), whereas GRAPHPAD PRISM software version 6.01 (GraphPad Software Inc., San Diego, CA, USA) was used for constructing the graphs.

Identification of the serpin genes
Seven nonredundant serpin protein sequences were identified by transcriptome sequencing of diapause and nondiapause eggs in the migratory locust and were respectively named from serpin1 to serpin7 (Table 2). The encoding gene of serpin proteins ranged from 987 bp (serpin1) to 1500 bp (serpin5). The isoelectric point (pI) was between 5.13 (serpin3) and 8.36 (serpin4). Similarly, prediction of subcellular localization was performed by WOLF PSORT software (http://wolfpsort.org/). Higher value means accurate prediction. After analysis, serpin1 was mainly distributed in the endoplasmic reticulum, nucleus and cytoplasm followed by a small amount of distribution in mitochondria and peroxisome. Among them, four proteins were predicted to be endoplasmic reticulum localization, including serpin2, serpin3, serpin5 and serpin6. Moreover, two of the serpin proteins were predicted to be localized in cytoplasm, including serpin4 and serpin7 (Table 3).

Structure and phylogenetic tree of serpin protein
Amino acid sequence alignment of seven serpin proteins was performed using DNAMAN software (version 7.212; Lynnon Corp.). High similarity among seven serpin proteins was found (Fig. 2). The phylogenetic tree was constructed by comparing the amino acid sequences of seven serpin proteins of migratory locust (Data S2) using the NJ method (Fig. 3). Two of the serpin proteins matched with fruit fly, D. melanogaster, and two with silkworm, B. mori. Through phylogenetic analysis, it was found that serpin5 in the migratory locust is closely related to serpin27A of D. melanogaster, whereas the relationship between serpin1, serpin7, serpin3 and serpin4 was relatively close; however, among them, the relationship between serpin1 and serpin3 was much closer. Serpin1 was mainly distributed in the endoplasmic reticulum, nucleus and cytoplasm followed by a small amount of distribution in mitochondria and peroxisome predicted by WOLF PSORT software (http://wolfpsort.org/).

Analysis of the advanced structure of serpin proteins in the migratory locust
The secondary and tertiary structures of the seven serpin proteins (serpin1-serpin7) were analyzed by the SOPMA online server and EXPASY software (Table 4; Fig. 4). There was a slight difference in the ratio of four secondary structures (a-helix, extended strand, bturn and random coil) among the serpin proteins, in which the amino acids proportion of a-helix was 34.79-54.27%, whereas b-turn was 4.58-7.16%. Similarly, the amino acids proportion of extended chains was 10.37-16.80%. Moreover, the ratio of random coils ranged from 28.96% to 46.67%. Furthermore, secondary structures of a-helix and random coils were dominant in serpin proteins. The tertiary structure of serpin was similar with three b-turn and eight to nine a-helices (Fig. 4).

RNAi efficiency
To verify the function of serpin7 on regulating locust diapause, we synthesized and subsequently injected dsRNA of serpin7 into female adults of L. migratoria to RNAi the serpin7 under long and short photoperiods.  (Fig. 6). Under the long photoperiod, the mRNA level of Easter in fat body was significantly up-regulated (P < 0.05), whereas the mRNA levels of Pelle, MyD88 and Cactus in fat body were significantly down-regulated (P < 0.05). Similarly, the mRNA level of Toll gene in the treatment group was down-regulated as compared with the control group, but with no significant difference. Under the short photoperiod, the variation trend of gene levels was similar to that of the long photoperiod. The mRNA relative levels of Toll, Pelle, MyD88 and Cactus genes were significantly lower than those of the control group (P < 0.05), whereas the mRNA level of Easter gene was increased but did not reach a level of significant difference.  Table 3. Subcellular localization and prediction of serpins using WOLF PSORT software.
Protein name Plasma membrane Endoplasmic reticulum Nucleus Cytoplasm Mitochondria Peroxisome Lysosome Secreted    Table 4. Secondary structure of the serpin proteins in L. migratoria.

Number/Percentage
Random coil a-Helix Extended strand b-Turn dissected to obtain the hind legs, fat bodies and ovaries. The PPO content was detected (Fig. 7). Results showed that the content of PPO in the hind leg, fat body and ovary significantly increased (P < 0.05) after serpin7 RNAi under both long and short photoperiods.

Diapause rate
Under the long photoperiod, RNAi-mediated silencing by injecting serpin7 dsRNA had no effect on diapause rate. However, under the short photoperiod, diapause rate (%) of the individuals injected with serpin7 dsRNA was significantly reduced (P < 0.05). Diapause rate in the dsserpin-injected group was 84.19%, which was 13.25% lower than that of the control group. The result suggests that serpin7 may play a modulatory role in egg diapause of the migratory locust (Fig. 8).

Discussion
Serpins are a superfamily of proteases found in serine protease inhibitors, usually consisting of 350-400  amino acids [4]. At the C terminus of serpin, there is a reactive central ring exposed outside the main body [27]. Sequence of serpin is highly conserved, but its function is highly differentiated; that is why serpin has an irreversible inhibitory effect with a suicidal nature [7], just like trypsin inhibitors, which affect the growth, development and survival of insects [28]. Serpins play an important role in innate immunity of insects [19]. Currently, a negatively correlated serpin was found to be associated with the Toll signaling pathway of fruit flies [29,30], and other serpins were mostly involved in melanization caused by PO cascade [31,32]. In addition, a specific group of serpins is involved in tissue synthesis and embryonic development [17][18]20]. Serpins regulate some innate immune responses of insects by inhibiting endogenous protease [33]. In insects, serpins have been identified in several species, but extensive studies of insect serpins are mainly focused on fruit fly, D. melanogaster, and tobacco horn worm, Manduca sexta. So far, six M. sexta serpins have been characterized and shown to be inhibitory [13,[34][35][36][37]. To investigate the effect of serpin gene on diapause of migratory locust, we subsequently cloned serpin7 of the migratory locust in this particular study. The ORF of serpin7 gene was 1161 bp, encoding 386 amino acid residues, and had the molecular formula of C 1933 H 3106 N 494 O 567 S 20 . The subcellular localization of serpin7 was predicted to be cytoplasmic and mitochondrial. Meanwhile, the molecular mass of the protein was 42.98 kDa, which was similar to that of serpin's superfamily protein [38]. The theoretical pI of serpin7 was 6.08, and there was no signal peptide. It belongs to the serpin superfamily and was a typical inhibitory serpin. Multiple sequence alignment showed that seven serpin   amino acid sequences of the migratory locust showed high similarity (Fig. 2). Phylogenetic analysis was performed on serpin amino acid sequences by the NJ method, including seven serpin proteins in the migratory locust, two serpin proteins in fruit flies and two serpin proteins in silkworms. We observed a close relationship between serpin1 and serpin7 of migratory locusts. Moreover, serpin5 of migratory locusts was closely related to that of serpin27A of Drosophila [39,40]. In addition, serpin6 of the migratory locust was closely related to serpin28Dc of Drosophila [41]. Furthermore, serpin1, serpin7, serpin3 and serpin4 were closely related with each other (Fig. 3).
Down-regulation of the expression of specific genes through RNAi has been widely used in entomological research for functional genomics in a variety of insects, and its potential for RNAi-based pest control has been increasingly emphasized mainly because of its high specificity [42,43]. We used the RNAi technology to mediate silencing of serpin7 gene of migratory locust for elaborating the effect of serpin on diapause of locust [23][24]44]. The RNAi efficiency of serpin7 was checked by RT-qPCR, and the results revealed successful knocking down of serpin7 gene. Our results showed the 100% hatching of all eggs under the long photoperiod, for both treated and untreated (control) groups with zero diapause. In contrast, under the short photoperiod, diapause rate of the individuals injected with serpin7 dsRNA was significantly reduced as compared with the control group. Results suggested that maternal serpin7 promotes the egg diapause process of L. migratoria. Serpins are an important regulator in PO cascade reaction [32,39,45]. To further understand the regulatory mechanism, we checked the effect of serpin7 RNAi on PPO activity in L. migratoria. Results showed that PPO activity increased significantly in the hind leg, fat body and ovary after serpin7 RNAi. PO plays an important role in melanization [31,32] and synthesis of antimicrobial peptides, where the proPO mainly exists as an inactive precursor [46,47]. proPO regulates various downstream factors, such as protease, protease inhibitors in Drosophila and Mandu casexta [48,49]. We speculated that serpin7 negatively regulates PPO and affects diapause of migratory locust eggs by PO cascade reaction. In addition, we examined the effect of serpin7 gene RNAi on Toll pathway gene of the migratory locust. The results showed that after serpin7 gene RNAi under long and short photoperiods, the mRNA level of Easter increased in fat body, whereas mRNA levels of Toll, Pelle, MyD88 and Cactus genes decreased compared with the control group in fat body.

Conclusions
RNAi of serpin7 affected PPO activities in fat, hind leg and ovary of L. migratoria that ultimately revealed the possible role of serpin7 in locust diapause. Serpin7 may also be involved in the cascade reaction of the Toll signaling pathway, which needs to be further verified.