Skip to main content
Frontiers in Plant Science logoLink to Frontiers in Plant Science
. 2023 Jan 9;13:1100394. doi: 10.3389/fpls.2022.1100394

Silencing an aphid-specific gene SmDSR33 for aphid control through plant-mediated RNAi in wheat

Jiahui Zhang 1,2, Huiyuan Li 1,2, Xue Zhong 1,2, Jinfu Tian 1,2, Arnaud Segers 2, Lanqin Xia 1,3,*, Frédéric Francis 2,*
PMCID: PMC9868936  PMID: 36699834

Abstract

Grain aphid (Sitobion miscanthi) is one of the most dominant and devastating insect pests in wheat, which causes substantial losses to wheat production each year. Engineering transgenic plants expressing double strand RNA (dsRNA) targeting an insect-specific gene has been demonstrated to provide an alternative environmentally friendly strategy for aphid management through plant-mediated RNA interference (RNAi). Here we identified and characterized a novel potential RNAi target gene (SmDSR33) which was a gene encoding a putative salivary protein. We then generated stable transgenic wheat lines expressing dsRNA for targeted silencing of SmDSR33 in grain aphids through plant-mediated RNAi. After feeding on transgenic wheat plants expressing SmDSR33-dsRNA, the attenuated expression levels of SmDSR33 in aphids were observed when compared to aphids feeding on wild-type plants. The decreased SmDSR33 expression levels thus resulted in significantly reduced fecundity and survival, and decreased reproduction of aphids. We also observed altered aphid feeding behaviors such as longer duration of intercellular stylet pathway and shorter duration of passive ingestion in electroneurography assays. Furthermore, both the surviving aphids and their offspring exhibited decreased survival rates and fecundity, indicating that the silencing effect could be persistent and transgenerational in grain aphids. The results demonstrated that SmDSR33 can be selected as an effective RNAi target for wheat aphid control. Silencing of an essential salivary protein gene involved in ingestion through plant-mediated RNAi could be exploited as an effective strategy for aphid control in wheat.

Keywords: wheat (Triticum aestivum L), grain aphid (Sitobion miscanthi), RNA interference (RNAi), salivary protein, aphid control

Introduction

Aphids are the most destructive agricultural insect pests, which cause potential yield losses of common wheat (Triticum aestivum L) by sap-sucking and virus transmission (Xia et al., 2012; Sun et al., 2019). The grain aphid (Sitobion miscanthi) is one of the most devastating wheat aphids that causes substantial damage to wheat, which was previously misidentified as Sitobion avenae (Zhang et al., 2013; Yu et al., 2014; Zhang et al., 2022a). Currently, neurotoxic insecticides are still the predominant measure for aphid management. However, intensive use of pesticides can cause aphid resistance and harmfulness to non-target organisms, which leads to environmental issues (Sanahuja et al., 2011). Limited aphid resistance germplasm has significantly hampered the process of conventional breeding projects (Crespo-Herrera et al., 2019). Therefore, it is imperative to search for effective and practical strategies for aphid management in wheat.

RNA interference (RNAi) has been recognized as one of the most potential technologies for pest control. Transgenic plant-mediated RNA interference (RNAi), which provides a protective and environmentally friendly strategy for aphid management, has been proven to be a practicable method in recent years (Price and Gatehouse, 2008). For example, interference of structural sheath protein (SHP) encoding gene in grain aphids by feeding on transgenic barely plants effectively reduce their survival and reproduction rates. Knock-down of shp strongly affect feeding behavior and the transgenerational effect can last for the next seven generations (Abdellatef et al., 2015). The dsRNA-transgenic Arabidopsis plants with the cuticular protein gene impaired the fecundity of Myzus persicae (Bhatia and Bhattacharya, 2018). Transgenic wheat plants expressing SaZFP-dsRNA decreased the survival and fecundity significantly in S. avenae with effects also observed on offspring (Sun et al., 2019). Plastid-expressed dsRNAs can be efficiently applied for sap-sucking pest control. Aphids feeding on transplastomic plants exhibited significant mortality, decreased aphid fecundity, and reduced weight of survivors (Dong et al., 2022).

As sap-sucking insects, aphids secrete gel saliva during stylet penetration and watery saliva during sap sucking (Khan and Naveed, 2022). Aphid salivary protein plays a pivotal role in the interaction between pest and host plants (Pan et al., 2015). ApC002 was first discovered in Acyrthosiphon pisum and has been proven to play a critical role in the foraging and feeding process of pea aphid (Mutti et al., 2008). Transient expression of salivary proteins in Nicotiana benthamiana, such as Mp10, Mp42, Mp56, Mp57, and Mp58, caused reduced virulence and fecundity of green peach aphids (Bos et al., 2010; Elzinga et al., 2014; Rodriguez et al., 2014). M. persicae salivary proteins Mp1, Mp2, Mp55, and MpMIIF1 were verified to inhibit host plant defense responses and facilitate green peach aphid performance on host plants (Pitino and Hogenhout, 2013; Elzinga et al., 2014; Naessens et al., 2015). Overexpression of salivary proteins Me10 and Me23 enhanced potato aphid infestation and fecundity (Atamian et al., 2013). Knockdown of the transcript of effector protein Armet by RNA interference impeded the feeding behavior of pea aphids. Overexpression of Armet in N. benthamiana was shown to activate plant-pathogen interactions and induce salicylic acid-mediated defense in plants, but had no detectable effects on aphid performance (Wang et al., 2015b; Cui et al., 2019). Expression of bird cherry-oat aphid candidate effector Rp1 in transgenic barley plants significantly promoted aphid fecundity and suppressed plant defense responses (Escudero-Martinez et al., 2020). Besides, transient overexpression of salivary effectors Sm9723 and Sg2204 in tobacco inhibited cell death and suppressed plant defense responses. Silencing Sm9723 through a nanocarrier-mediated dsRNA delivery system significantly decreased the survival rates and fecundity of aphids and affected feeding behavior. Similarly, Sg2204-silenced aphids exhibited a strong wheat defense response and negatively impacted aphid survival rate, fecundity, and feeding behavior. The aphid performance on host plants was significantly reduced when silencing the homologs of Sg2204 from four other aphid species (Zhang et al., 2022a; Zhang et al., 2022b). These results implied that the genes encoding salivary proteins in aphids are potential candidates for aphid control in plants though plant-mediated RNAi.

Here, we isolated a novel putative salivary protein encoding gene, SmDSR33, in grain aphid based on our previous transcriptomic profiling. We found that feeding on transgenic wheat plants expressing SmDSR33-dsRNA decreased the survival rate and the fecundity significantly in grain aphids. The surviving aphids exhibited a silencing effect and induced a transgenerational effect on their offspring.

Materials and methods

Plants and insects

Plants: the hexaploid wheat variety Triticum aestivum L. cv Zhengmai 7698 (ZM7698) was used in this study. A total of 30-35 wild-type and transgenic wheat plant seeds were sown in pots and were cultured in a climate chamber at 22°C under a 16-h photoperiod, and with a relative humidity of 40%-60%.

Insects: grain aphids, S. miscanthi were reared on two-leaf stage aphid susceptible wheat seedlings in a controlled chamber with similar conditions than for plant growing. Apterous adult grain aphids from a single clonal lineage were reared on wheat seedlings in a continuous culture for 24 hours to produce synchronized nymphs. After that, the adults were removed, and the offspring were used in subsequent experiments. All experiments were carried out in a climate chamber under the above-mentioned conditions.

Isolation and characterization of SmDSR33

Total RNA of pooled adults was extracted by using TransZol Up (TransGen Biotech, Beijing, China). cDNA was synthesized by using FastKing RT Kit (Tiangen, Beijing, China). The full length of the SmDSR33 gene was obtained using TransStart® FastPfu DNA Polymerase (TransGen Biotech, Beijing, China) following the instructions. The DNA amplification products were sequenced by the Institute of Crop Sciences (Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, China). The theoretical isoelectric point (pI) and molecular weight (MW) of SmDSR33 were calculated through ExPASy (https://web.expasy.org/compute_pi/). The transmembrane region and putative signal peptide were predicted using TMHMM (http://www.cbs.dtu.dk/services/TMHMM/) and SignalP (http://www.cbs.dtu.dk/services/SignalP/), respectively. The counterparts of SmDSR33 of other aphid species were obtained by the Basic Local Alignment Search Tool (BLAST) against the aphidbase database (http://bipaa.genouest.org/is/aphidbase/). Phylogenetic trees of SmDSR33 in twelve aphid species were constructed using the nucleotide acid sequences as a matrix via MEGA X software (www.megasoftware.net). The branch strength was analyzed by using the maximum likelihood method and performing 100 bootstrap replications.

Vector construction and wheat transformation

To amplify the 439 bp SmDSR33 target sequence, specific primers were designed. A 320 bp fragment of GFP were selected as a control in the aphid bioassay experiment. The amplified PCR products were recovered and inserted at inverted repetitions into the SpeI/EcoRV and SacI/HpaI sites of the pEasy-Blun-Zero-AdhI vector to construct the hairpin RNAi, Bzero-DSR33-adhI-DSR33. The vector of Bzero-DSR33-adhI-DSR33 was digested by Ssp I and BsrG I to obtain the expression cassette. The latter was recovered for bombardment. The RNAi fragment was driven by the maize Ubi promoter. Bombardment-mediated transformation was applied to immature embryos isolated from ZM7698. Somatic embryos were induced in tissue culture on medium, and whole plants were then regenerated and selected. Healthy seedlings were transplanted to soil to grow until maturity.

Southern blot analysis

The CTAB method was used to extract genomic DNA from young T3 plant leaf tissues as described by Sambrook et al. (1989). The restriction enzyme was used to digest 35 μg of genomic DNA overnight. The products were fractionated for 12-16 h at 60 V on a 0.8% agarose gel in 1×TBE buffer. The Hybond-N+ membranes were used for blotting (Amersham, UK). The digoxigenin (DIG) High Prime DNA Labeling and Detection Starter Kit I (Roche, Germany) was used for prehybridization, hybridization, washing, and detection of the membranes. The primer sets SmDSR33S-F/R were used to synthesized DNA probes ( Supplementary Table 1 ).

Quantitative real-time PCR

For the expression level of SmDSR33 at different development stages, total RNAs of grain aphids were isolated from the four nymphs and adults reared on susceptible wheat. For the expression level of SmDSR33 in aphids fed with different transgenic wheat and wild-type plants, the adult aphids were collected and used for total RNA extraction and further experiments.

The cDNA was synthesized following conventional procedures. A quantitative real-time PCR (qRT-PCR) assay was carried out using the SYBRH Green Real-time PCR Master Mix (Tiangen, Beijing, China) in an ABI 7300 Real Time PCR system. The aphid Actin gene and ribosomal protein S27 A (Rps27) gene were selected as internal controls, and SmDSR33 specific primers were designed for normalization ( Supplementary Table 1 ). All qRT-PCR experiments were performed in triplicate. The relative gene expression of each target gene was calculated by using the mean value of the reference genes through the 2–ΔΔCT method (Livak and Schmittgen, 2001).

Aphid bioassays

A single clonal lineage of apterous adult grain aphids was reared on wheat seedlings in cages for 24 hours to produce nymphs. The newborn nymphs produced during the period of 24 hours were transferred to fresh transgenic wheat plants.

T3 homozygous wheat plants with SmDSR33-dsRNA expression were selected to evaluate the effects on aphid survival and fecundity. At the 3-4 leaf stage, 20 neonatal first instar nymphs of S. miscanthi were placed on the leaf of each plant. The mortality of aphids was recorded every day. Ten plants from each line were used in every experiment. The experiment was repeated three times.

Life cycle parameters were calculated as follows: the net reproductive rate, R 0= ∑ l x ·m x , the mean generation time, T=∑ xl x m x /∑ L x m x the intrinsic rate of increase, r m =(lnR 0)/T , and the finite rate of increase, λ =e r m . In the equations, l x is the surviving rate to a specific age x , and m x is the number of new-born nymphs produced by per live adult for a specific age x (Biondi et al., 2013).

Electrical penetration graph technique analysis

The Giga-8 DC EPG amplifier (EPG-Systems, Wageningen, Netherlands) and a Faraday cage was used to record the probing and feeding behaviors of apterous adult aphids on wheat. Firstly, synchronous adult aphids were inoculated on 33-592 transgenic plants and control plants for two days, respectively. Then, the aphid was starved for 2 h. After that, water-soluble silver conductive paint was used to attach each aphid to a flexible gold wire (18 μm diameter×2 cm length) through the dorsal thorax individually. The aphids were placed onto the adaxial side of a leaf from transgenic and wild-type wheat plants at the three-leaf stage, and the opposite ends of the gold wires (2 mm in diameter×3 cm length) were connected to copper wire with conducting silver glue, which was connected to a DC amplifier. The plant electrode was inserted into the soil. Under light conditions, the EPG signal of each individual was continuously monitored for 8 h. We monitored 12 behavioral recordings for each treatment. The software Stylet+a (EPG-Systems) was used to analyze EPG signals. According to the method described by Tjallingii (Tjallingii, 1985; Tjallingii, 1994), the different waveforms were correlated with feeding behavior. Non-probing (np) waveform, which reflects stylet external to wheat leaf tissue. Pathway phase contains two waveforms, waveform C, which reflects the intercellular stylet pathway, potential drops (pd), which reflects intracellular punctures during intercellular pathway. Waveform G (xylem phase) is the only waveform that reflects active sap ingestion from xylem elements. Phloem phase can be divided into two phases: E1 always occurs at the start of the phloem phase and reflects saliva secretion into the sieve element, E2 reflects passive phloem sap ingestion. EPG data was analyzed using the EPG-Excel data workbook provided by Sarria et al. (2009).

Statistical analysis

The two-tailed Student’s t-test was used to evaluate the differences between wild-type and transgenic wheat lines. For all comparisons, significance (P value) was calculated at the 1% or 5% level. The standard error of the mean (SEM) for each treatment was calculated using three biological replicates. For the EPG experiments, means and standard errors of variables were calculated from recordings per individual aphid, and differences were analyzed by Student’s t-test. All data represents means ± SEM.

Results

Characterization of SmDSR33 gene in grain aphids

We identified a candidate gene SmDSR33, which encoding a putative salivary protein in grain aphid, based on transcriptomic profiling and dsRNA feeding assay (Wang et al., 2015a). The full-length cDNA sequence of SmDSR33 was 534 bp in length, encoding a 177 amino acid putative salivary protein. The SmDSR33 protein was predicted to have an Mw of 19.376 kDa and a pI of 6.26, possess a signal secretion peptide with a predicted cleavage site between amino acid residues 20 and 21 and have one predicted transmembrane helix, suggesting that SmDSR33 was a secreted protein ( Figure 1A , Supplementary Figure S1 ).

Figure 1.

Figure 1

Characterization of SmDSR33. (A) Multiple sequence alignment of SmDSR33 protein and orthologs from other aphid species. The deduced amino acid sequences from eleven aphid species include Acyrthosiphon pisum (NM_001163178.1), Aphis glycines (AG000929-RA), Aphis gossypii (XM_027996540.1), Diuraphis noxia (XM_015509488.1), Melanaphis sacchari (XM_025349621.1), Myzus cerasi (Mca00769.t1), Myzus persicae (XM_022311485.1), Pentalonia nigronervosa (g3912.t1), Rhopalosiphum maidis (XM_026949227.1). Rhopalosiphum padi (Rpa07522.t1), and Sipha flava (XM_025560312.1). Black shades indicate identical amino acids. Pink shades indicate similar amino acid, and blue shades include the sequences with identical and similar residues. Signal peptide of SmDSR33 is highlighted with blue box. (B) Phylogenetic tree of SmDSR33 and its homologs from other aphid species constructed with the maximum likelihood method. Bootstrap supporting values (1000 replicates) are shown at the branch nodes. (C) The expression profile of SmDSR33 in grain aphid at different development stages. The expression profiles of SmDSR33 at different developmental stages of grain aphids fed on wheat. Values and error bars represent the mean and SEM of three independent biological replicates, each with a pool of 15 individual aphids.

To clarify the evolutionary relationships of this gene in different insect species, sequences of SmDSR33 counterparts in pea aphid (A. pisum), soybean aphid (Aphis glycines), cotton aphid (A. gossypii), Russian wheat aphid (Diuraphis noxia), sugarcane aphid (Melanaphis sacchari), black cherry aphid (M. cerasi), peach aphid (M. persicae), banana aphid (Pentalonia nigronervosa), corn aphid (Rhopalosiphum maidis), bird cherry-oat aphid (Rhopalosiphum padi), and yellow sugarcane aphid (Sipha flava) were obtained by BLAST against aphidbase database and NCBI. The phylogenetic tree of SmDSR33 was constructed via MEGA X software. Phylogenetic analysis demonstrated SmDSR33 was more closely related to its orthologs in the pea aphid (A. pisum) ( Figure 1B ).

We the used qRT-PCR to investigate the SmDSR33 expression level in grain aphids at different developmental stages. Results revealed that SmDSR33 transcription was accumulated throughout the developmental phases at different levels ( Figure 1C ). The SmDSR33 expression pattern peaked in the adult aphid and was about 1.6-fold higher compared to first instar nymphs.

Wheat plants expressing SmDSR33-dsRNA induce SmDSR33 silencing in aphids upon feeding

To investigate the function of SmDSR33, a 439 bp fragment of SmDSR33 gene was selected as a template for RNAi target ( Figure 2A ). We used BLAST against the NCBI database to evaluate the specificity of the SmDSR33 fragment. At the nucleotide acid level, no continuous three 21-nt matches were detected between the selected 439 bp fragment and aphid natural enemies or humans (data not shown), which implied that the selected dsSmDSR33 fragment would not pose potential risks to non-target organisms (Bachman et al., 2013). Then, the RNAi vector harboring SmDSR33-hairpin DNA was constructed ( Figure 2B ). After transformed into wheat immature embryos of wheat variety cv ZM 7698, we obtained 8 independent transgenic wheat lines, among which, we randomly selected 3 of them for further analysis. Southern blot analysis indicated that the expression cassette of SmDSR33-dsRNA had been successfully integrated into the wheat genome with two to twelve copies ( Figure 2C ).

Figure 2.

Figure 2

RNAi induced silencing of SmDSR33 gene in wheat. (A) The encoding sequence of SmDSR33 and its deduced amino acid sequence. The sequences selected for construction of the RNAi vector are highlighted in yellow. (B) A schematic show of the SmDSR33 expression cassette and position of Ssp I restriction enzyme. (C) Southern blot analysis of the transgenic wheat lines. Genomic DNA was digested with SspI and hybridized with a SmDSR33 gene fragment with the expression cassette digested with Ssp I as a positive control. (D) Relative expression levels of SmDSR33 of grain aphid fed on wild-type and transgenic wheat lines. The expression level of SmDSR33 in the adult aphids fed on wild-type and different transgenic wheat lines after inoculation of one-day-old newborn nymphs, respectively. Values and error bars represent the mean and SEM of three independent biological replicates, each with a pool of 15 surviving individual aphids (Student’s t-test, ** P<0.01).

To further investigate whether the expression of the target SmDSR33 gene in aphids was inhibited when feeding on transgenic wheat plants. The individual synchronous one-day-old nymphs were transferred to wild-type and transgenic wheat plants, respectively. The relative expression levels of SmDSR33 were detected in adult aphids. The relative expression levels of SmDSR33 in grain aphids decreased significantly upon feeding on three transgenic wheat lines (P< 0.01, Figure 2D ).

Fitness of the aphids fed on SmDSR33-dsRNA expressing transgenic wheat lines

Fitness parameters including life cycle and mortality of aphids upon feeding on different transgenic lines were further investigated to evaluate the silencing impact of SmDSR33. The mortality rates of aphids fed on transgenic wheat lines significantly increased when compared to that of aphis fed on wild-type plants at 9 days after feeding (DAF), reaching more than 60% at 18 DAF ( Figure 3A ). We also monitored the development duration of aphids from the nymphal to imago stage. The adult preoviposition period (APOP) and the total preoviposition period (TPOP) of aphids showed no significant difference between host plant lines ( Figure 3B ). The aphid longevity fed on transgenic wheat lines was significantly shorter than on wild-type plants. Similarly, the adult longevity and reproductive period of aphids significantly decreased than wild-type (P<0.01) ( Figure 3C ). Consequently, in comparison with the wild-type plants, the aphid total production significantly decreased when fed on all three transgenic wheat lines (P <0.01) ( Figure 3D ), and the daily fecundity of aphids fed on 33-592 transgenic line decreased at a significant level (P <0.01) ( Figure 3D ).

Figure 3.

Figure 3

Fitness analysis of aphids fed on transgenic plants. (A) Mortality of aphids fed on wild-type and transgenic wheat lines. The mortality of aphids fed on wild-type and dsSmDSR33 expression transgenic wheat lines. Twenty synchronous one-day-old nymphs were put into clip cages individually on transgenic and wild-type wheat plants. All experiments were repeated three times. Values and bars represent the mean ± SEM (Student’s t-test, * P<0.05, ** P<0.01). (B) The longevity of different stages, adult preoviposition period (APOP) and total preoviposition period (TPOP) of aphids fed on transgenic lines and wild-type control. (C) The adult longevity, fecundity and the total longevity of aphids fed on transgenic wheat lines and wild-type control. (D) The reproduction of aphids fed on transgenic wheat lines and the wild-type control. All experiments were repeated three times, each with 20 synchronous one-day-old nymphs. Values and bars represent the mean ± SEM (Student’s t-test, * P<0.05, ** P<0.01).

All of the population parameters, including the net reproductive rate (R0), mean generation time (T), the intrinsic rates of increase (rm) and doubling times of the population (DT), showed differences between grain aphids fed on transgenic lines and those on wild-type plants ( Table 1 ). For example, the net reproductive rates (R0) of aphids were significantly lower when fed on transgenic wheat lines. The mean generation time (T) of aphids fed on 33-592 line was significantly decreased than wild-type (P <0.01) ( Table 1 ).

Table 1.

Life table parameters of grain aphids fed on wild-type and different transgenic wheat lines.

Parameters Wild-type 33-69 33-364 33-592
R0 21.27 ± 0.52 11.32 ± 1.08** 10.86 ± 0.73** 7.94 ± 0.77**
T 14.49 ± 0.30 13.40 ± 0.19* 13.38 ± 0.16* 12.57 ± 0.26**
rm 0.21 ± 0.01 0.18 ± 0.01* 0.18 ± 0.01* 0.16 ± 0.01*
λ 1.24 ± 0.01 1.20 ± 0.01* 1.20 ± 0.01* 1.18 ± 0.01*
DT 3.29 ± 0.08 3.86 ± 0.16* 3.91 ± 0.15* 4.25 ± 0.23*

All data are expressed as means ± SEM based on 3 repeated experiments. R0, net reproductive rate; rm, the intrinsic rate of increase; λ, the finite rate of increase; T, the mean generation time; DT, Doubling time (day). Student’s t-test, n=3, *P<0.05, **P<0.01.

Feeding behavior of aphids feeding on transgenic wheat plants

To investigate the feeding behavior of aphids, transgenic wheat line 33-592 was selected to perform electropenetrography (EPG) assays. As shown in Figures 4A-F , there was no difference between the aphids fed on SmDSR33 and dsGFP wheat plants at time point of first probe activity. The number of non-probing (np) waveforms of SmDSR33-silenced aphids fed on 33-592 line was significantly higher than on wild-type plants. Furthermore, the total duration of np waveforms and C phases of SmDSR33-silenced aphids was significantly increased compared to control. Finally, there was no difference in the duration of E1 waveforms, but did of phloem ingestion (E2) with a significant reduction for aphids on control plants. These results indicated that the feeding behavior of grain aphids was affected after SmDSR33 silencing.

Figure 4.

Figure 4

Effects of SmDSR33 silencing on feeding behavior of grain aphid based on EPG recordings. (A–F) Representative parameters of aphid feeding behavior. Non-probing (np), stylet probing (C), intracellular stylet puncture (pd), phloem salivation (E1), and phloem ingestion (E2). Data shown are mean ± SEM. Asterisks above bars indicate significant differences between controls and treatments (Student’s t-test, * p < 0.05; ** p < 0.01). (G) Representative EPG waveforms of grain aphids feeding on dsGFP wheat plants and 33-592 transgenic wheat plants.

Feeding on transgenic lines induces transgenerational silencing of SmDSR33 in aphids

Newborn nymphs produced in a parallel experiment were used to investigate potential transgenerational RNAi effects of SmDSR33. The expression levels of SmDSR33 in the offspring of aphids fed on transgenic and wild-type plants was investigated subsequently. SmDSR33 expression in grain aphids was suppressed in their offspring fed on wild-type plants ( Figure 5 ). Aphid relative expression levels reached 77.71%, 70.04%, 74.63%, and 61.80% of control level in successive first to fourth generations ( Figure 5A ). Even after switching to wild-type plants, aphid offspring still exhibited higher mortality rates ( Figure 5B ).

Figure 5.

Figure 5

Transgenerational effect of SmDSR33 silencing. The one-day-old newborn nymphs of aphids feeding on transgenic wheat lines were transferred to fresh wild-type wheat plants and subsequently allowed to reproduce on wild-type. (A) The SmDSR33 transcript levels of adult aphids were determined in fourth successive aphid generations. (B) The mortality of the first generation of the offspring of aphids fed on transgenic lines at different time points after being switched to wild-type plants. Values and bars represent the mean ± SEM (Student’s t-test, * P<0.05, ** P<0.01).

Discussion

Aphids are phloem-feeding insects that secrete saliva effectors into plant cells to enable successful feeding (Wang et al., 2015b). Salivary proteins play important roles in the interaction of aphids with plants (Yang et al., 2018; Zhang et al., 2021). Engineering transgenic plants expressing dsRNA for insect pest management is an effective strategy in agricultural practice (Ghag, 2017). Plant-mediated RNAi has been recognized as one of the most promising technologies to engineer insect-resistant crops, especially for wheat aphid control, which has great significance for food security, human health, and the agroecosystem in a global context (Sun et al., 2019; He, 2022).

Here, we identified a novel potential RNAi target gene (SmDSR33) from grain aphid, which had a high mortality due to the silencing of SmDSR33 in grain aphid via artificial diet feeding assays (Wang et al., 2015a). SmDSR33 was predicted as a gene encoding a secreted putative salivary protein which had a signal peptide and one predicted transmembrane helix ( Figure 1A , Figure S1 ). This result is in accordance with previous studies on salivary effectors. For example, ApC002 was predicted to be a signal peptide for an extracellular protein and the cleavage site was predicted between residues 23 and 24 (Mutti et al., 2008). A signal secretion peptide with cleavage sites either between Ala20 and Gln21 (SignalP) or between Ser22 and Arg23 (PSORT) was predicted in Armet (Wang et al., 2015b). A secretory signal peptide at the N-terminal of the protein ACYPI006346 was predicted, with the predicted cleavage site between residues 19 and 20 (Pan et al., 2015). The signal peptide of Sm9723 was constituted of the first 21 amino acids and the cleavage site was predicted between residues 21 and 22 (Zhang et al., 2022a). The signal peptide of Sg2204 was constituted of the first 25 amino acids and the cleavage site was predicted between residues 25 and 26 (Zhang et al., 2022b).

We then obtained stable transgenic wheat lines expressing dsRNA of SmDSR33 in grain aphids. Significantly decreased fecundity, survival, and reproduction rates of aphids fed on transgenic wheat plants were observed than that of wild-type plants ( Figure 3 ). Our results are in consistent with the plant-mediated RNAi experiments targeting salivary protein and effector encoding genes in aphids. For example, silencing the salivary protein gene C002 reduced the reproduction and survival in the pea aphid (Mutti et al., 2006; Mutti et al., 2008). Silencing salivary proteins such as Mp10, Mp42, Mp56, Mp57, and Mp58 in tobacco caused reduced virulence and fecundity of green peach aphids (Bos et al., 2010; Elzinga et al., 2014; Rodriguez et al., 2014). Silencing Sm9723 and Sg2204 through a nanocarrier-mediated dsRNA delivery system negatively impacted aphid survival rates and fecundity of aphids (Zhang et al., 2022a; Zhang et al., 2022b).

We found that SmDSR33 silencing increased the total duration of non-probing waveforms and C phases and decreased the duration of phloem ingestion (E2) ( Figure 4 ). These results indicated that SmDSR33 affected the feeding process and behavior of grain aphids. It was shown that interference of target genes could affect the feeding behavior of aphids. Knockdown of an effector protein Armet impeded the feeding behavior of pea aphids (Wang et al., 2015b). As an important multipeptide molecule, neuropeptide F (NPF) had been discovered in numerous insect species and regulated a variety of physiological activities. The probing time and total duration of phloem activity on broad bean plants were decreased when wingless adult pea aphids were injected with NPF dsRNA (Li et al., 2018). When feeding on A. thaliana, Mp1 silencing decreased the fitness of green peach aphids. However, aphid feeding ability with Mp1 silences was still retained (Wang et al., 2021). Plastid-mediated RNAi was also an efficient approach for aphid control. M. persicae exhibited different feeding behaviors on nuclear-mediated RNAi transgenic plants and transplastomic-mediated RNAi transgenic plants (Dong et al., 2022). Feeding behavior of S. miscanthi and S. graminum were significantly impaired after knockdown of Sm9723 and Sg2204 (Zhang et al., 2022a; Zhang et al., 2022b).

According to previous studies on environmental RNAi, transgenerational silencing, also known as parental RNAi, in which the silencing effects of the respective target genes and survival rates could be significantly impacted in the offspring of the treated organism (Marré et al., 2016; Rechavi and Lev, 2017; Wang and Hunter, 2017). Our data showed that SmDSR33 relative expression levels reached from 78 to 62% of control level in the following first to fourth successive generations ( Figure 5 ). This result indicated that RNAi effect was persistent in grain aphids. This type of effect could last for several days, many weeks, few months, and even for multiple generations. With time and successive generations, the silencing effect decreased (Amdam et al., 2003; Jaubert-Possamai et al., 2007; Miller et al., 2012; Abdellatef et al., 2015). According to a previous study, parental RNAi may result from a specific dsRNA uptake mechanism or small amounts of incidentally incorporated dsRNA secondary amplification (Bucher et al., 2002). The phenomenon of telescoping generations existed in grain aphids, which means that the developing grandchildren are already carried by a parthenogenetic adult, may facilitate the transfer of siRNA/dsRNA to the subsequent generations in aphids (Abdellatef et al., 2015). Transgenerational silencing could also induce by small RNAs mediated epigenetic modifications (Castel and Martienssen, 2013). We observed the decreased silencing effect in 4th generation compared to that of 1st to 3rd generation. Our result was consistent with the study that the duration of the RNAi impact was doubled in nymphs whose mothers had been exposed to dsRNA-producing transgenic plants (12-14 days), which indicated that the RNAi effect may persist longer in nymphs than in their mothers (Coleman et al., 2015). This could be due to the fact that the stability of dsRNA in insects may be affected by the quantities of dsRNA, the lengths of the dsRNA fragments, the activities that degrade dsRNA, and the life stages of the target species (Griebler et al., 2008; Huvenne and Smagghe, 2010; Bolognesi et al., 2012; Miller et al., 2012; Abdellatef et al., 2015). Transgenerational gene silencing exhibited significant potential in RNAi-mediated pest control, although the molecular mechanisms in insect species remained to be elucidated.

In conclusion, we not only identified and characterized a novel RNAi target gene SmDSR33, which is a putative salivary secretion protein in grain aphids, but also revealed that targeted silencing of SmDSR33 via plant-mediated RNAi significantly decreased the survival, fecundity, and total production of grain aphids, which consequently reduced aphid infestation on wheat plants. The altered feeding behavior and transgenerational RNAi silencing effects also minimized aphid infestation. As a result, our study demonstrated the significant potential of plant-mediated RNAi of an important putative salivary protein gene as a promising strategy for aphid control in crop plants in agricultural practice.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Author contributions

FF and LX conceived and designed the experiments. JZ, HL, XZ, JT and AS performed the experiments. JZ analyzed the data. FF, LX and JZ wrote the manuscript. FF and LX revised the manuscript. All authors read and approved the final manuscript.

Acknowledgments

We apologize to those whose work we were unable to cite due to space and reference limitations. Part of this work is funded by the Shennong Laboratory, Zhengzhou Henan 450002, China (SN01-2022-01), the Innovation Program of Chinese Academy of Agricultural Sciences (ZDXM03, S2021ZD03) and National Engineering Laboratory of Crop Molecular Breeding. JZ was supported by the China Scholarship Council (No. 202003250096) and GSCAAS-ULg Joint PhD Program.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2022.1100394/full#supplementary-material

References

  1. Abdellatef E., Will T., Koch A., Imani J., Vilcinskas A., Kogel K. H. (2015). Silencing the expression of the salivary sheath protein causes transgenerational feeding suppression in the aphid Sitobion avenae . Plant Biotechnol. J. 13 (6), 849–857. doi:  10.1111/pbi.12322 [DOI] [PubMed] [Google Scholar]
  2. Amdam G. V., Simões Z. L., Guidugli K. R., Norberg K., Omholt S. W. (2003). Disruption of vitellogenin gene function in adult honeybees by intra-abdominal injection of double-stranded RNA. BMC Biotechnol. 3 (1), 1–8. doi:  10.1186/1472-6750-3-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Atamian H. S., Chaudhary R., Cin V. D., Bao E., Girke T., Kaloshian I. (2013). In planta expression or delivery of potato aphid Macrosiphum euphorbiae effectors Me10 and Me23 enhances aphid fecundity. Mol. Plant Microbe Interact. 26 (1), 67–74. doi:  10.1094/MPMI-06-12-0144-FI [DOI] [PubMed] [Google Scholar]
  4. Bachman P. M., Bolognesi R., Moar W. J., Mueller G. M., Paradise M. S., Ramaseshadri P., et al. (2013). Characterization of the spectrum of insecticidal activity of a double-stranded RNA with targeted activity against western corn rootworm (Diabrotica virgifera virgifera LeConte). Transgenic Res. 22 (6), 1207–1222. doi:  10.1007/s11248-013-9716-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Bhatia V., Bhattacharya R. (2018). Host-mediated RNA interference targeting a cuticular protein gene impaired fecundity in the green peach aphid Myzus persicae . Pest Manage. Sci. 74 (9), 2059–2068. doi:  10.1002/ps.4900 [DOI] [PubMed] [Google Scholar]
  6. Biondi A., Desneux N., Amiens-Desneux E., Siscaro G., Zappalà L. (2013). Biology and developmental strategies of the palaearctic parasitoid Bracon nigricans (Hymenoptera: Braconidae) on the Neotropical moth Tuta absoluta (Lepidoptera: Gelechiidae). J. Economic Entomol. 106 (4), 1638–1647. doi:  10.1603/ec12518 [DOI] [PubMed] [Google Scholar]
  7. Bolognesi R., Ramaseshadri P., Anderson J., Bachman P., Clinton W., Flannagan R., et al. (2012). Characterizing the mechanism of action of double-stranded RNA activity against western corn rootworm (Diabrotica virgifera virgifera LeConte). PloS One 7 (10), e47534. doi:  10.1371/journal.pone.0047534 [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Bos J. I., Prince D., Pitino M., Maffei M. E., Win J., Hogenhout S. A. (2010). A functional genomics approach identifies candidate effectors from the aphid species Myzus persicae (green peach aphid). PloS Genet. 6 (11), e1001216. doi:  10.1371/journal.pgen.1001216 [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Bucher G., Scholten J., Klingler M. (2002). Parental rnai in tribolium (coleoptera). Curr. Biol. 12 (3), R85–R86. doi:  10.1016/s0960-9822(02)00666-8 [DOI] [PubMed] [Google Scholar]
  10. Castel S. E., Martienssen R. A. (2013). RNA Interference in the nucleus: Roles for small RNAs in transcription, epigenetics and beyond. Nat. Rev. Genet. 14 (2), 100–112. doi:  10.1038/nrg3355 [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Coleman A. D., Wouters R. H., Mugford S. T., Hogenhout S. A. (2015). Persistence and transgenerational effect of plant-mediated RNAi in aphids. J. Exp. Bot. 66 (2), 541–548. doi:  10.1093/jxb/eru450 [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Crespo-Herrera L., Singh R. P., Reynolds M., Huerta-Espino J. (2019). Genetics of greenbug resistance in synthetic hexaploid wheat derived germplasm. Front. Plant Sci. 10. doi:  10.3389/fpls.2019.00782 [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Cui N., Lu H., Wang T., Zhang W., Kang L., Cui F. (2019). Armet, an aphid effector protein, induces pathogen resistance in plants by promoting the accumulation of salicylic acid. Philos. Trans. R Soc. Lond B Biol. Sci. 374 (1767), 20180314. doi:  10.1098/rstb.2018.0314 [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Dong Y., Wu M., Zhang Q., Fu J., Loiacono F. V., Yang Y., et al. (2022). Control of a sap-sucking insect pest by plastid-mediated RNA interference. Mol. Plant 15 (7), 1176–1191. doi:  10.1016/j.molp.2022.05.008 [DOI] [PubMed] [Google Scholar]
  15. Elzinga D. A., De Vos M., Jander G. (2014). Suppression of plant defenses by a Myzus persicae (green peach aphid) salivary effector protein. Mol. Plant Microbe Interact. 27 (7), 747–756. doi:  10.1094/MPMI-01-14-0018-R [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Escudero-Martinez C., Rodriguez P. A., Liu S., Santos P. A., Stephens J., Bos J. I. B. (2020). An aphid effector promotes barley susceptibility through suppression of defence gene expression. J. Exp. Bot. 71 (9), 2796–2807. doi:  10.1093/jxb/eraa043 [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Ghag S. B. (2017). Host induced gene silencing, an emerging science to engineer crop resistance against harmful plant pathogens. Physiol. Mol. Plant Pathol. 100, 242–254. doi:  10.1016/j.pmpp.2017.10.003 [DOI] [Google Scholar]
  18. Griebler M., Westerlund S. A., Hoffmann K. H., Meyering-Vos M. (2008). RNA Interference with the allatoregulating neuropeptide genes from the fall armyworm Spodoptera frugiperda and its effects on the JH titer in the hemolymph. J. Insect Physiol. 54 (6), 997–1007. doi:  10.1016/j.jinsphys.2008.04.019 [DOI] [PubMed] [Google Scholar]
  19. He G. (2022). Engineering chloroplasts for insect pest control. Proc. Natl. Acad. Sci. U.S.A. 119 (22), e2205125119. doi:  10.1073/pnas.2205125119 [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Huvenne H., Smagghe G. (2010). Mechanisms of dsRNA uptake in insects and potential of RNAi for pest control: a review. J. Insect Physiol. 56 (3), 227–235. doi:  10.1016/j.jinsphys.2009.10.004 [DOI] [PubMed] [Google Scholar]
  21. Jaubert-Possamai S., Le Trionnaire G., Bonhomme J., Christophides G. K., Rispe C., Tagu D. (2007). Gene knockdown by RNAi in the pea aphid Acyrthosiphon pisum . BMC Biotechnol. 7, 63. doi:  10.1186/1472-6750-7-63 [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Khan S. A., Naveed Z. (2022). Aphid-plant interactions: How saliva of aphids modulates the plant responses. J. Appl. Entomologist 2 (2), 06–08. [Google Scholar]
  23. Li X., Qu M. J., Zhang Y., Li J. W., Liu T. X. (2018). Expression of neuropeptide f gene and its regulation of feeding behavior in the pea aphid, Acyrthosiphon pisum . Front. Physiol. 9. doi:  10.3389/fphys.2018.00087 [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Livak K. J., Schmittgen T. D. (2001). Analysis of relative gene expression data using real-time quantitative PCR and the 2–ΔΔCT method. Methods 25 (4), 402–408. doi:  10.1006/meth.2001.1262 [DOI] [PubMed] [Google Scholar]
  25. Marré J., Traver E. C., Jose A. M. (2016). Extracellular RNA is transported from one generation to the next in Caenorhabditis elegans . Proc. Natl. Acad. Sci. 113 (44), 12496–12501. doi:  10.1073/pnas.1608959113 [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Miller S. C., Miyata K., Brown S. J., Tomoyasu Y. (2012). Dissecting systemic RNA interference in the red flour beetle Tribolium castaneum: parameters affecting the efficiency of RNAi. PloS One 7 (10), e47431. doi: 10.1371/journal.pone.0047431 [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Mutti N. S., Louis J., Pappan L. K., Pappan K., Begum K., Chen M. S., et al. (2008). A protein from the salivary glands of the pea aphid, Acyrthosiphon pisum, is essential in feeding on a host plant. Proc. Natl. Acad. Sci. U.S.A. 105 (29), 9965–9969. doi:  10.1073/pnas.0708958105 [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Mutti N. S., Park Y., Reese J. C., Reeck G. R. (2006). RNAi knockdown of a salivary transcript leading to lethality in the pea aphid, Acyrthosiphon pisum . J. Insect Sci. 6, 1–7. doi:  10.1673/031.006.3801 [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Naessens E., Dubreuil G., Giordanengo P., Baron O. L., Minet-Kebdani N., Keller H., et al. (2015). A secreted MIF cytokine enables aphid feeding and represses plant immune responses. Curr. Biol. 25 (14), 1898–1903. doi:  10.1016/j.cub.2015.05.047 [DOI] [PubMed] [Google Scholar]
  30. Pan Y., Zhu J., Luo L., Kang L., Cui F. (2015). High expression of a unique aphid protein in the salivary glands of Acyrthosiphon pisum . Physiol. Mol. Plant Pathol. 92, 175–180. doi:  10.1016/j.pmpp.2015.04.006 [DOI] [Google Scholar]
  31. Pitino M., Hogenhout S. A. (2013). Aphid protein effectors promote aphid colonization in a plant species-specific manner. Mol. Plant Microbe Interact. 26 (1), 130–139. doi:  10.1094/MPMI-07-12-0172-FI [DOI] [PubMed] [Google Scholar]
  32. Price D. R., Gatehouse J. A. (2008). RNAi-mediated crop protection against insects. Trends Biotechnol. 26 (7), 393–400. doi:  10.1016/j.tibtech.2008.04.004 [DOI] [PubMed] [Google Scholar]
  33. Rechavi O., Lev I. (2017). Principles of transgenerational small RNA inheritance in Caenorhabditis elegans . Curr. Biol. 27 (14), R720–R730. doi:  10.1016/j.cub.2017.05.043 [DOI] [PubMed] [Google Scholar]
  34. Rodriguez P. A., Stam R., Warbroek T., Bos J. I. (2014). Mp10 and Mp42 from the aphid species Myzus persicae trigger plant defenses in Nicotiana benthamiana through different activities. Mol. Plant Microbe Interact. 27 (1), 30–39. doi:  10.1094/MPMI-05-13-0156-R [DOI] [PubMed] [Google Scholar]
  35. Sambrook J., Fritsch E. F., Maniatis T. (1989). Molecular cloning: a laboratory manual (Ed 2nd. New York:Cold spring harbor laboratory press; ). [Google Scholar]
  36. Sanahuja G., Banakar R., Twyman R. M., Capell T., Christou P. (2011). Bacillus thuringiensis: a century of research, development and commercial applications. Plant Biotechnol. J. 9 (3), 283–300. doi:  10.1111/j.1467-7652.2011.00595.x [DOI] [PubMed] [Google Scholar]
  37. Sarria E., Cid M., Garzo E., Fereres A. (2009). Excel workbook for automatic parameter calculation of EPG data. Comput. Electron. Agric. 67 (1-2), 35–42. doi:  10.1016/j.compag.2009.02.006 [DOI] [Google Scholar]
  38. Sun Y., Sparks C., Jones H., Riley M., Francis F., Du W., et al. (2019). Silencing an essential gene involved in infestation and digestion in grain aphid through plant-mediated RNA interference generates aphid-resistant wheat plants. Plant Biotechnol. J. 17 (5), 852–854. doi:  10.1111/pbi.13067 [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Tjallingii W. (1985). Electrical nature of recorded signals during stylet penetration by aphids. Entomologia experimentalis applicata 38 (2), 177–186. doi:  10.1111/j.1570-7458.1985.tb03516.x [DOI] [Google Scholar]
  40. Tjallingii W. F. (1994). Sieve element acceptance by aphids. Eur. J. Enlomol. 91, 47–52. [Google Scholar]
  41. Wang W., Dai H., Zhang Y., Chandrasekar R., Luo L., Hiromasa Y., et al. (2015. b). Armet is an effector protein mediating aphid-plant interactions. FASEB J. 29 (5), 2032–2045. doi:  10.1096/fj.14-266023 [DOI] [PubMed] [Google Scholar]
  42. Wang E., Hunter C. P. (2017). SID-1 functions in multiple roles to support parental RNAi in Caenorhabditis elegans . Genetics 207 (2), 547–557. doi:  10.1534/genetics.117.300067 [DOI] [PMC free article] [PubMed] [Google Scholar]
  43. Wang D., Liu Q., Li X., Sun Y., Wang H., Xia L. (2015. a). Double-stranded RNA in the biological control of grain aphid (Sitobion avenae f.). Funct. Integr. Genomics 15 (2), 211–223. doi:  10.1007/s10142-014-0424-x [DOI] [PubMed] [Google Scholar]
  44. Wang Z., Lü Q., Zhang L., Zhang M., Chen L., Zou S., et al. (2021). Aphid salivary protein Mp1 facilitates infestation by binding phloem protein 2-A1 in arabidopsis. Biochem. Biophys. Res. Commun. 572, 105–111. doi:  10.1016/j.bbrc.2021.07.066 [DOI] [PubMed] [Google Scholar]
  45. Xia L., Ma Y., He Y., Jones H. D. (2012). GM wheat development in China: current status and challenges to commercialization. J. Exp. Bot. 63 (5), 1785–1790. doi:  10.1093/jxb/err342 [DOI] [PubMed] [Google Scholar]
  46. Yang Z., Ma L., Francis F., Yang Y., Chen H., Wu H., et al. (2018). Proteins identified from saliva and salivary glands of the Chinese gall aphid Schlechtendalia chinensis . Proteomics 18 (9), 1700378. doi:  10.1002/pmic.201700378 [DOI] [PubMed] [Google Scholar]
  47. Yu X., Wang G., Huang S., Ma Y., Xia L. (2014). Engineering plants for aphid resistance: current status and future perspectives. Theor. Appl. Genet. 127 (10), 2065–2083. doi:  10.1007/s00122-014-2371-2 [DOI] [PubMed] [Google Scholar]
  48. Zhang Y., Fu Y., Francis F., Liu X., Chen J. (2021). Insight into watery saliva proteomes of the grain aphid, Sitobion avenae . Arch. Insect Biochem. Physiol. 106 (1), e21752. doi:  10.1002/arch.21752 [DOI] [PubMed] [Google Scholar]
  49. Zhang Y., Liu X., Fu Y., Crespo-Herrera L., Liu H., Wang Q., et al. (2022. a). Salivary effector Sm9723 of grain aphid Sitobion miscanthi suppresses plant defense and is essential for aphid survival on wheat. Int. J. Mol. Sci. 23 (13), 6909. doi:  10.3390/ijms23136909 [DOI] [PMC free article] [PubMed] [Google Scholar]
  50. Zhang Y., Liu X., Francis F., Xie H., Fan J., Wang Q., et al. (2022. b). The salivary effector protein Sg2204 in the greenbug Schizaphis graminum suppresses wheat defence and is essential for enabling aphid feeding on host plants. Plant Biotechnol. J. 20 (11), 2187–2201. doi:  10.1111/pbi.13900 [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Zhang M., Zhou Y., Wang H., Jones H., Gao Q., Wang D., et al. (2013). Identifying potential RNAi targets in grain aphid (Sitobion avenae f.) based on transcriptome profiling of its alimentary canal after feeding on wheat plants. BMC Genomics 14, 560. doi:  10.1186/1471-2164-14-560 [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.


Articles from Frontiers in Plant Science are provided here courtesy of Frontiers Media SA

RESOURCES