SEARCH

SEARCH BY CITATION

Keywords:

  • Dialeurodes citri;
  • heat shock proteins;
  • insecticide resistance;
  • GO and COG annotations;
  • SSRs

Abstract

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information

The citrus whitefly, Dialeurodes citri (Ashmead), is one of the three economically important whitefly species that infest citrus plants around the world; however, limited genetic research has been focused on D. citri, partly because of lack of genomic resources. In this study, we performed de novo assembly of a transcriptome using Illumina paired-end sequencing technology (Illumina Inc., San Diego, CA, USA). In total, 36 766 unigenes with a mean length of 497 bp were identified. Of these unigenes, we identified 17 788 matched known proteins in the National Center for Biotechnology Information database, as determined by Blast search, with 5731, 4850 and 14 441 unigenes assigned to clusters of orthologous groups (COG), gene ontology (GO), and SwissProt, respectively. In total, 7507 unigenes were assigned to 308 known pathways. In-depth analysis of the data showed that 117 unigenes were identified as potentially involved in the detoxification of xenobiotics and 67 heat shock protein (Hsp) genes were associated with environmental stress. In addition, these enzymes were searched against the GO and COG database, and the results showed that the three major detoxification enzymes and Hsps were classified into 18 and 3, 6, and 8 annotations, respectively. In addition, 149 simple sequence repeats were detected. The results facilitate the investigation of molecular resistance mechanisms to insecticides and environmental stress, and contribute to molecular marker development. The findings greatly improve our genetic understanding of D. citri, and lay the foundation for future functional genomics studies on this species.


Introduction

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information

The citrus whitefly, Dialeurodes citri [Ashmead (Hemiptera: Aleyrodidae)], is one of the most widely distributed whitefly pests of 30 different families of citrus (Argov et al., 1999; Bellows & Meisenbacher, 2007) and deciduous plants around the world (Martin et al., 2000). In recent years, this insect spread rapidly throughout the citrus-growing area of China and caused serious damage through the extraction of large quantities of sap and the development of unsightly sooty mould on the abundantly excreted honeydew (Li et al., 2004). Currently, chemical insecticides are the main method of controlling D. citri in fields, but the heavy use of chemical insecticides has generated negative side effects; in particular, insecticide resistance. It is known that insecticide resistance commonly arises by two main mechanisms: the increasing of metabolic capability of detoxification systems or the reduction of target site sensitivity. The first mechanism involves enhanced metabolism enzymes, such as glutathione S-transferase (GSTs), carboxylesterases (CarEs), and cytochrome P450 monooxygenases (P450s; Ranson et al., 2002). The second occurs through target site mutation, such as the γ-aminobutyric acid (GABA) receptor for abamectin (Kwon et al., 2010) and acetylcholinesterase (AChE) for organophosphates and carbamates (Khajehali et al., 2010). In addition, D. citri was native to South-East Asia, and was then introduced into the USA, France, Italy and Israel; all these habitats have very different environmental conditions (Argov & Rössler, 1986), meaning that D. citri is adaptable to various environmental conditions. Although resistance to insecticides and severe environmental stress is an ongoing challenge for pest management, few data on D. citri are currently available for uncovering the molecular mechanisms behind this resistance.

Traditional technology using PCR combined with rapid amplifiation of cDNA ends (RACE) can sometimes be an inefficient process for obtaining information on genes of interest (Karatolos et al., 2011), but the emergence of next-generation sequencing (high-throughput deep sequencing) technology has dramatically improved the efficiency and quantity of gene annotation (Ansorge, 2009). This technique has also been applied to whitefly species, such as Bemisia tabaci (Wang et al., 2010) and Trialeurodes vaporariorum (Karatolos et al., 2011), and has provided a significant amount of genomic data for these two whiteflies. To date, it has not, however, been applied to D. citri, so we expected the present transcriptome analysis to greatly improve our understanding of Dialeurodes citri at the molecular level.

In the present study, we performed de novo transcriptome sequencing for D. citri using the Illumina HiSeq™ 2000 sequencing platform (Illumina Inc., San Diego, CA, USA). A total of 43 075 different transcripts and 36 766 unigenes was identified. Special attention was focused on the genes involved in insecticide resistance and environmental stress, as well as the simple sequence repeats (SSRs). We believe that this new dataset will provide a useful resource for future genetic and genomic studies on D. citri.

Results and discussion

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information

Sequence analysis and assembly

A cDNA library (Runs accession number: SRR949617) for D. citri was constructed using the Trinity de novo assembly program, and short-read sequences were assembled into 43 075 scaffolds with a mean length of 539 bp (Fig. 1A and Table 1). In total, 4513 scaffolds (10.47%) were longer than 1 kb and 1074 scaffolds (2.49%) were longer than 2 kb. The scaffolds were subjected to cluster and assembly analyses, then, a total of 36 766 unigenes were obtained. The length distribution of unigenes is shown in Fig. 1B, revealing that 9998 unigenes (27.19%) were longer than 500 bp and 3055 unigenes (8.31%) were longer than 1 kb (Table 1). These results demonstrated the effectiveness of Illumina sequencing technology in rapidly capturing a large portion of the transcriptome, and provided a sequence basis for future studies, such as rapid characterization of a large portion of the transcriptome and better reference of the genes of interest.

figure

Figure 1. Overview of the Dialeurodes citri transcriptome sequencing and assembly. (A) Length distribution. (B) Size distribution.

Download figure to PowerPoint

Table 1. Summary of Illumina transcriptome assembly for Dialeurodes citri
Scaffolds (unique genes)
Scaffold length, bpTotal length, bpPercentage
200–30014 404 (12 894)33.44 (35.07)
300–50015 534 (13 874)36.06 (37.74)
500–10008624 (6 943)20.02 (18.88)
1000–20003439 (2 375)7.98 (6.46)
2000+1074 (680)2.49 (1.85)
Total length23 238 374 (18 282 349) 
Count43 075 (36 766) 
N50_length632 (548) 
Mean length539.49 (497.26) 

Sequence annotation

The unigenes were annotated by aligning with the deposited ones in diverse protein databases including the National Center for Biotechnology Information (NCBI) nonredundant protein (nr) database, the NCBI nonredundant nucleotide sequence (nt) database, the Kyoto Encyclopedia of Genes and Genomes (KEGG), the UniProt/Swiss-Prot, Gene Ontology (GO), Cluster of Orthologous Groups of proteins (COG) and the UniProt/TrEMBL databases, using BlastX with a cutoff E-value of 10−5 (Table 2). The analyses showed that 16 460 unigenes (44.77%) had significant matches in the nr database, 11 458 unigenes (31.65%) in the nt database, and 14 441 unigenes (39.28%) in the Swiss-Prot database. In total, 17 788 unigenes (48.38%) were successfully annotated in the nr, nt, Swiss-Prot, KEGG, GO, COG and TrEMBL databases; however, 18 978 unigenes (51.62%) were unmapped in those databases, which could be attributable to the short sequence reads generated by the sequencing technology (Hou et al., 2011).

Table 2. Functional annotation of the Dialeurodes citri transcriptome
Annotated databasesAll sequences≥300 bp≥1000 bp
  1. nr, nonredundant protein; nt, nonredundant nucleotide sequence; GO, Gene Ontology; COG, Cluster of Orthologous Groups of proteins; KEGG, Kyoto Encyclopedia of Genes and Genomes.

nr_Annotation16 46097332416
nt_Annotation11 45866851963
Swissprot_Annotation14 44184992324
GO_Annotation485027301019
COG_Annotation573132451164
KEGG_Annotation750742331254
TrEMBL_Annotation16 45297322415
Total17 78810 3962451

For GO analysis, 4850 unigenes were divided into three ontologies: 2978 unigenes (61.40%) for molecular function, 688 unigenes (14.19%) for cellular components, and 1184 unigenes (24.41%) for biological processes (Fig. 2). The molecular function category mainly comprised proteins involved in binding, predominantly Hsps, and catalytic activities including kinases, hydrolases and transferases, allowing us to identify the genes involved in the secondary metabolite synthesis pathways. Regarding, cellular components, cell and cell part were highly represented. For biological processes, the genes involved in cellular and metabolic processes were both highly represented. GO annotation provided a general gene expression profile signature for D. citri, which showed that the expressed genes in this species encode diverse structural regulatory and stress proteins.

figure

Figure 2. Functional annotation of assembled sequences based on gene ontology (GO) categorization. GO analysis was performed at the level two for three main categories (cellular component, molecular function, and biological process).

Download figure to PowerPoint

In addition, all unigenes were subjected to a search against the COG database for functional prediction and classification. In total, 5731 unigenes with hits in the nr database could be assigned to COG classification and divided into 25 specific categories (Fig. 3). ‘General function prediction’ (16.96%) represented the largest group, followed by ‘translation, ribosomal structure and biogenesis’ (10.33%), ‘post-translational modification, protein turnover, chaperones’ (8.43%), ‘replication, recombination and repair’ (3.93%), and ‘transcription’ (2.98%). Only a few unigenes were assigned to ‘nuclear structure’ (0.017%) and ‘cell motility’ (0.19%). The category of ‘secondary metabolites biosynthesis, transport and catabolism’ (2.11%) was an important group, because of the importance of secondary metabolites to the insecticide in insects.

figure

Figure 3. Cluster of orthologous groups (COG) classification. In total, 5731 of the 36 766 sequences with nonredundant database hits were grouped into 25 COG classifications.

Download figure to PowerPoint

The unigene metabolic pathway analysis was also conducted using the KEGG annotation system. This process predicted a total of 308 pathways, which represented a total of 7507 unigenes. The pathways involving the highest number of unique transcripts were ‘metabolism’ (14.82%), followed by pathways in ‘chromosome’ (3.71%) and ‘spliceosome’ [3.06% (Table S1)].

Detection of gene sequences encoding insecticide detoxification enzymes

In D. citri, as in other insect species, a suite of detoxification enzymes such as GSTs, CarEs, and P450s are involved in metabolizing xenobiotics, secondary plant chemicals and insecticides. Based on this transcriptome, a large number of candidate genes and gene families related to insecticide resistance were identified, which provided valuable information regarding further investigation of the detailed mechanisms. Furthermore, these enzymes were searched against the GO and COG database for functional prediction and classification in D. citri (Table 3), the GO and COG annotations associated with these candidate unigenes yielded new insights to better understand their functions and relations.

Table 3. Insecticide detoxification enzymes potentially involved in GO and COG annotations
Enzymes/classGene numbersGO annotationCOG annotation
  1. GO, Gene Ontology; COG, Cluster of Orthologous Groups of proteins. GST, glutathione S-transferase; P450, cytochrome P450 monooxygenase. Pathway names: GO:0003824 catalytic activity; GO:0004602 glutathione peroxidase activity; GO:0004364 glutathione transferase activity; GO:0016853 isomerase activity; GO:0016829 lyase activity; GO:0016740 transferase activity; GO:0016787 hydrolase activity; GO:0052689 carboxylic ester hydrolase activity; GO:0016491 oxidoreductase activity; GO:0005506 iron ion binding; GO:0046872 metal ion binding; GO:0004497 monooxygenase activity; GO:0016705 oxidoreductase activity; GO:0055114 oxidation reduction; GO:0018685 alkane 1-monooxygenase activity; GO:0052869 arachidonic acid omega-hydroxylase activity; GO:0009055 electron carrier activity; GO:0020037 heme binding; COG0625 posttranslational modification, protein turnover, chaperones; COG2272 lipid transport and metabolism; COG2124 second metabolites biosynthesis, transport and catabolism.

Cytosolic GSTs   
 Sigma5GO:0003824(3);GO:0004602(1)None
GO:0004364(1) GO:0016853(1)
 Omega1NoneCOG0625(1)
 Epsilon1NoneCOG0625(1)
 Delta3GO:0016829(2);GO:0016740(2) GO:0004364(1)COG0625(3)
CarEs   
 Clade B1NoneCOG2272(1)
 Clade D1GO:0016787(1)COG2272(1)
 Clade E6GO:0052689 (2)COG2272(6)
P450s   
 CYP22GO:0016491(1)COG2124(2)
 CYP312GO:0005506(1);GO:0016491(2) GO:0046872(1);GO:0004497(1)COG2124(9)
GO:0016705
 CYP43GO:0055114(1);GO:0018685(1)COG2124(3)
GO:0052869(1);GO:0009055(1) GO:0020037(1)

In insects, GSTs fall into six major subclasses: sigma, omega, theta, zeta, and insect-specific delta and epsilon (Hayes et al., 2005; Tu & Akgul, 2005). In the present study, a total of 15 unique sequences with a mean length of 623 bp, encoding specific GSTs, were identified (Table S2). Among these, 10 genes were classified into four classes by phylogenetic analysis with GST genes from Drosophila melanogaster and Acyrthosiphon pisum (Fig. 4); five in sigma, one in omega, one in epsilon, and three in delta. In addition, we screened these 10 GST unique transcripts against the GO and COG annotations. In the GO annotations database, ‘catalytic activity’, ‘glutathione peroxidase activity’, ‘glutathione transferase activity’ and ‘transferase activity’ were involved in the sigma class of GST, which was closely associated with xenobiotic detoxification, and it has been reported that GST can catalyse the conjugation of the reduced glutathione to electrophilic centres of a wide range of exogenous or endogenous toxic compounds, chemical carcinogens, insecticides, herbicides and oxidative stress products (Hayes et al., 2005). Similarly to the sigma class of GST, ‘lyase activity’, ‘transferase activity’, and ‘glutathione transferase activity’ were also found in the delta class of GST. Moreover, for the COG annotation ‘post-translational modification, protein turnover, chaperones’ were found in the omega, epsilon, and delta classes of GST, which suggested that these three classes can display chaperone-like activity, helping the unfolding proteins to maintain their correct states; however, only four classes of GST were indentified in D. citri, including sigma, omega and the two insect-specific classes; the theta and zeta were absent. Similar results were also found in A. pisum and Myzus persicae: epsilon and zeta classes of GSTs were absent in their transcriptomes (Ramsey et al., 2010). In T. vaporariorum, most of the identified GSTs were assigned to the delta class, but in D. citri only three sequences of delta class were found, which was much less than those in T. vaporariorum. It has been reported that GSTs play important roles in phase II detoxification of several chemical insecticide classes, i.e. pyrethroids (Lumjuan et al., 2011), organophosphates (Melo-Santos et al., 2010), such as dichloro-diphenyl-tricgloroethane (DDT), and neonicotinoid resistance were associated with the sigma class of GST in Aedes aegypti and B. tabaci (Grant & Hammock, 1992; Rauch & Nauen, 2004). Interestingly, the sigma unique transcripts in D. citri were the most abundant class, and the sigma class of GST in this insect may also be associated with insecticide resistance. Further functional studies (gene expression and RNA interference [RNAi]) are required to elucidate their role in D. citri.

figure

Figure 4. Neighbour-joining phylogenetic analysis of the glutathione S-transferases (Gst) from Dialeurodes citri (DC), Drosophila melanogaster (Dm), and Acyrthosiphon pisum (Ap).

Download figure to PowerPoint

A total of 49 unigenes with a mean length of 476 bp were indentified to encode specific putative CarEs genes in D. citri (Table S2). Phylogenetic analysis with genes from B. tabaci, Nasonia vitripennis and A. pisum found that eight unigenes were classified into three clades (Fig. 5). Among these, clade E contained six sequences, and DC-Unigene 29909 and DC-Unigene 31976 each had high homology to clade A and clade D. A search against the GO and COG annotation database showed that ‘hydrolase activity’ and ‘carboxylic ester hydrolase activity’ were each involved in clade D and clade E in the GO term. Importantly, for the COG database, all three clades were annotated as ‘lipid transport and metabolism’, and the annotation associated with ‘metabolism’ would be starting points to study insecticide resistance. It was reported that CarEs can be divided into 13 clades (Ranson et al., 2002), only three of which were presented in D. citri. Six unigenes belong to clade E were identified, which was the same as in T. vaporariorum, and clade D was also found in D. citri, but not identified in T. vaporariorum (Karatolos et al., 2011). Clade D and E enzymes were thought to be largely involved with pheromone- and hormone-processing in insects. Moreover, CarEs are the key esterase enzyme family associated with insecticide resistance in insects, and overproduction and qualitative changes in enzyme structure are two mechanisms (Baffi et al., 2007; Zhang et al., 2007; Kwon et al., 2009). CarEs involved in the detoxification of insecticides belong to clades A–C, and only one sequence was assigned to these clades in D. citri, which was much less than those identified in T. vaporariorum CarEs (12 sequences). Furthermore, that clade A, DC-unigene 34696 had a homology to a CarE gene in B. tabaci (COE1, accession ABV45410), which was closely associated with organophosphate resistance (Alon et al., 2008). Future work could therefore focus on the relationship between insecticide resistance and the sequences in D. citri.

figure

Figure 5. Neighbour-joining phylogenetic analysis of the carboxylesterases from Dialeurodes citri (DC), Nasonia vitripennis (Nv), Bemisia tabaci (Bt) and Acyrthosiphon pisum (Ap).

Download figure to PowerPoint

In the D. citri transcriptome, a total of 53 sequences with a mean length of 653 bp were identified to encode specific P450 genes (Table S2). Based on the phylogenetic analyses with B. tabaci, A. pisum, and D. melanogaster, P450s from D. citri were assigned into appropriate CYP families. Among these, 12 P450s belonged to the CYP3 family, three to the CYP4 family, and two to the CYP2 family (Fig. 6). For the GO annotation, only ‘oxidoreductase activity’ was involved in the CYP2 family. For the CYP3 and CYP4 families, the GO annotations were different from each other. The CYP3 family was mapped into ‘iron ion binding’, ‘metal ion binding’, and ‘monooxygenase activity’; whereas the CYP4 family was annotated into ‘oxidation reduction’, ‘alkane 1-monooxyhease activity’, ‘electron carrier activity’ and ‘heme binding’, which suggested that P450s may have multiple functions in D. citri. Furthermore, ‘second metabolites biosynthesis, transport and catabolism’, was involved in CYP2, CYP3 and CYP4 in the COG term, which suggested that these cytochrome P450 genes are closely associated with secondary metabolites to the insecticide used in D. citri. Similarly to T. vaporariorum, the CYP2, CYP3 and CYP4 families were also found in D. citri, and a majority of the identified P450s belonged to the CYP3 family; however, unlike in T. vaporariorum, the mitochondrial families were not identified in the D. citri transcriptome. The P450s are a major family of enzymes involved in detoxification and metabolism (Tijet et al., 2001). CYP3 and CYP4 of P450 families have been implicated in the metabolism of plant secondary metabolites and synthetic insecticides in some insect species (Karatolos et al., 2011). Genes of the families identified in the present study were candidates for a potential role in insecticide resistance in D. citri. In B. tabaci, it has been reported that overexpression of CYP6CM1 contributed to resistance to neonicotinoid insecticides (Karunker et al., 2008; Puinean et al., 2010), and in D. citri, DC-Unigene 36133 and DC-Unigene 20657 (CYP4) all had a high homology with CYP6CM1, future research on the expression of these important genes could facilitate the discovery of genes involved in detoxification and resistance, and technologies such as RNAi can be adapted to identify the function of these genes, Moreover, analysis of fully sequenced insect genomes has indentified 164 P450s in Ae. aegypti (Strode et al., 2008), 106 in Anopheles gambiae (Holt et al., 2002), 85 in D. melanogaster (Adams et al., 2000), and 83 in A. pisum (Ramsey et al., 2010); however, the current number of P450s in D. citri was at the lower level and additional P450 genes may await discovery because they were absent from the present transcriptomic dataset.

figure

Figure 6. Neighbour-joining phylogenetic analysis of cytochrome P450s from Dialeurodes citri (DC), Bemisia tabaci (Bt), Acyrthosiphon pisum (Ap), and Drosophila melanogaster (Dm).

Download figure to PowerPoint

Detection of gene sequences encoding insecticide target proteins

A number of sequences encoding insecticide target proteins including the GABA receptor, the voltage-gated sodium channel (VGSC), nicotinic acetylcholine receptor subunits (nAChRs), the AChE enzyme, and the ryanodine receptor were identified in the transcriptome of D. citri (Table 4). These target proteins have been reported to be associated with insecticide resistance, and a number of mutations have been detected in many of these target proteins that lead to varying degrees of insensitivity in other arthropod species. For exampe, in B. tabaci, resistance to endosulfan was associated with a mutation in the GABA receptor subunit gene (Houndété et al., 2010); the M918V, L925I and T929V mutations of the VGSC were reportedly associated with resistance to pyrethroids (Chung et al., 2011). The imidacloprid resistance in Nilaparvata lugens was also associated with a single point mutation at a conserved position (Y151S) in two nAChR subunits, Nlα1 and Nlα3 (Liu et al., 2005). Furthermore, it was previously observed that resistance to organophosphates in the B biotype of B. tabaci was associated with a point mutation (Phe392Trp) in ace1- type AChE. B. tabaci and T. vaporariorum have also been reported to have developed a substantial resistance to neonicotinoids, in which both mutations in AChRs and elevated metabolic detoxification have been found to be involved (Honda et al., 2006; Gorman et al., 2007; Alon et al., 2008). Although most of these unigenes were not full length, a further characterization of these targets using RACE to retrieve the full-length cDNAs will be facilitated. As long as the full-length sequences of all the unique unigenes are obtained, the characterization of alternative exons of these important genes could be determined in further studies. Since many target genes have been obtained in D. citri, the identification of the described mutations at known ‘hot-spots’ must await further investigation. Moreover, future research will focus on the correlation of these possible single nucleotide polymorphisms with insecticide resistance by using TaqMan® assays to screen additional populations with different resistance phenotypes (Karatolos et al., 2011).

Table 4. Unique transcripts associated with insecticide target sites in Dialeurodes citri
Target sitesSequence numberUnigene IDInsecticide class
  1. GABA, γ-aminobutyric acid.

GABA receptor1Unigene 35642Organochlorines, Phenylpyrazoles
Voltage-gated sodium channel1Unigene 9689Pyrethroids, Pyrethrins
Nicotinic acetylcholine receptor2Unigene 35929Neonicotinoids
Unigene 43
Acetylcholinesterase3Unigene 32037Organophosphates, Carbamates
Unigene 9859
Unigene 2341
Ryanodine receptor7Unigene 29189 Unigene 29191 Unigene 29839 Unigene 32598Flubendiamide, chlorantraniliprole
Unigene 32599 Unigene 23546
Unigene 25587

Analysis of Hsp genes

Hsps are highly conserved proteins found in all eukaryotes and prokaryotes, and these gene families consist of stress-inducible and constitutively expressed genes (Parsell & Lindquist, 1993). A wide variety of environmental stresses such as oxygen radicals, heavy metals, high temperature, nutrient deprivation, bacterial and viral infections, as well as malignant transformation, were all stimuli for the production of Hsps (Gehrmann et al., 2004). Generally, Hsps can be divided into five families according to molecular weight and the homologous relationship of Hsps, including small Hsps (sHsps), Hsp60, Hsp70, Hsp90, and Hsp100 (Nover & Scharf, 1997). In the present study, Hsps were also searched against the GO and COG database for functional prediction and classification in D. citri (Table 5).

Table 5. Heat shock proteins potentially involved in GO and COG annotations
Hsp genesGene numbersGO annotationCOG annotations
  1. GO, Gene Ontology; COG, Cluster of Orthologous Groups of proteins. Pathway names: GO:0006950 Biological Process: response to stress; GO:0006497 Biological Process: protein lipidation; GO:0005524 Molecular Function: ATP binding; GO:0003994 Molecular Function: aconitate hydratase activity; GO:0000166 Molecular Function: nucleotide binding; GO:0001666 Biological Process: response to hypoxia; COG0071, COG0484, COG2214, COG0459, COG0443, COG0326, COG0542 Posttranslational modification, protein turnover, chaperones; COG0607 Inorganic ion transport and metabolism.

sHsp   
Hsp207GO:0006950(2); GO:0006497(1)COG0071(1)
Hsp402GO:0005524(1)COG0484(1); COG2214(1)
Hsp604GO:0005524(2); GO:0003994(1);COG0607(1); COG0459(1)
Hsp709GO:0000166(1); GO:0005524(5); GO:0001666(1)COG0443(9)
Hsp902NoneCOG0326(2)
Hsp1001NoneCOG0542(1)

sHsps are a family of molecular chaperones, with molecular weight ranging from 12 to 43 kDa, and reflect the response mechanism of organisms to some extreme stresses existing in the environment (Kim et al., 1998; Franck et al., 2004). sHsps were suggested to contribute to thermal resistance, and may therefore extend the geographical distribution of some invasive species (Qin et al., 2005; Huang & Kang, 2007). In the present study, 18 unigenes were found to have similarities to sHsps in the transcriptome of D. citri (Table S3). Among them, nine unigenes appeared to be complete or almost complete sequences, and these nine sequences were further identified by phylogenetic analysis with genes from B. tabaci, A. pisum and T. vaporariorum. The results showed that seven unigenes belonged to Hsp20 and two unigenes belonged to Hsp40 (Fig. 7). In the GO database, ‘protein lipidation’, and ‘ATP binding’ were each involved in Hsp20 and Hsp40, which were similar to the previous studies in that sHsps had an ATP-independent holdase activity (Gobbo et al., 2011). Importantly, ‘response to stress’ was detected in sHsps, which suggests that sHsps may be involved in cellular stress resistance in D. citri. For the COG database, only ‘post-translational modification, protein turnover, chaperones’ was found in sHsps, which revealed that sHsps could act as molecular chaperones that block the aggregation of unfolded proteins and have a cytoprotective function under stressful situations.

figure

Figure 7. Neighbour-joining phylogenetic analysis of HSPs from Dialeurodes citri (DC), Bemisia tabaci (Bt), Acyrthosiphon pisum (Ap), and Trialeurodes vaporariorum (Tv).

Download figure to PowerPoint

The Hsp60 family is a group of proteins with distinct ring-shaped, or toroid quaternary structures (Quintana & Cohen, 2005). Most studies in Hsp60 have been focused on mammals and typical model organisms, indicating its possible role in certain cellular processes, such as development, thermoprotection and toxic stress response, and it has even been regarded as an potential environment stress marker (Choresh et al., 2001; Timakov & Zhang, 2001; Chen et al., 2008). In the present study, only four unigenes encoding for putative Hsp60 were identified in the database (Table S3). Among them, no sequence appeared to be complete, and all the unigenes were shorter than 600 bp. In addition, we screened four unique transcripts against the GO and COG annotations. ‘ATP binding’, and ‘aconitate hydratase activity’ were involved in the GO term. Similarly to the sHsps, ‘post-translational modification, protein turnover, chaperones’ was also found in Hsp60 for the COG annotation, which showed that Hsp60 could also act as a molecular chaperon. Interestingly, Hsp60 was mapped into the annotation of ‘inorganic ion transport and metabolism’, which is consistent with previous studies that reported that Hsp60 was implicated in activities such as amino acid transport, signal transduction and cellular metabolism (Ikawa & Weinberg, 1992; Jones et al., 1994; Xu & Qin, 2012).

Hsp70 was a molecular chaperone that was expressed in response to stress by binding to its protein substrates and stabilizing them against denaturation or aggregation until conditions improved (Mayer & Bukau, 2005). In the present study, 36 unigenes were shown to be highly conserved identified to the classic inducible of Hsp70 from other organisms, and nine complete sequences were identified in the transcriptome of D. citri. Phylogenetic analysis (Fig. 7) showed that these nine complete sequences have high homology with Hsp70 identified in other whiteflies (B. tabaci and T. vaporariorum). In the GO database, the important annotation was ‘response to hypoxia’ which revealed that Hsp70 may play an important role in the response to the hypoxia-stress, and according to the COG annotation, Hsp70 also had a role in chaperone activities.

Hsp90 is a highly conserved molecular chaperone, and studies have shown that it has housekeeping functions in the folding, maintenance of structural integrity, and proper regulation of a subset of cytosolic proteins (Picard, 2002; Sonoda et al., 2006). Hsp100 uses an ATP-dependent protein unfoldase activity to solubilize protein aggregates or to target specific classes of proteins for degradation (Lee et al., 2004). In the present study, eight unigenes were identified encoding for putative Hsp90 (Table S3), and among them two sequences appeared to be complete; however, only one unigene of Hsp100 was found in our database, and that sequence was shorter than 400 bp, which was too short to conduct the phylogentic analysis with genes from B. tabaci, A. pisum and T. vaporariorum. Hsp90 and Hsp100 were both unsuccessfully annotated in the GO term. Similarly to other Hsps, Hsp90 and Hsp100 were all mapped into ‘post-translational modification, protein turnover, chaperones’ in the COG term, which revealed that the families of Hsps were all highly conserved, and function mainly as molecular chaperones, allowing cells to adapt to gradual changes in their environment and to survive in otherwise lethal conditions.

SSR discovery

Microsatellite markers (SSRs) are highly informative and widely used for evolution and genetics studies (Liu et al., 2012). To further evaluate the assembly quality and develop new molecular markers of D. citri, the 36 766 unigenes generated in the present study were used to mine potential microsatellites. Totally, 149 microsatellite markers were detected, including 31 (20.81%) dinucleotide motifs, 64 (42.95%) trinucleotide motifs, 25 (16.78%) tetranucleotide motifs, 23 (15.44%) pentanucleotide motifs, five (3.36%) hexanucleotide motifs, and one (0.67%) compound SSR (Table 6). The most abundant repeat type was ATC, followed by TC, CTT, AGG, AC and ATTT; however, the number of molecular marker SSRs identified in the present study was much lower than those in the transcriptome of B. tabaci, which contained 9075 SSRs. It is known that microsatellite loci are not universally abundant in some arthropod genomes (Fagerberg et al., 2001), e.g. the SSRs of lepidopteran genomes appear to be rare and the recent study on the butterfly Euphydryas editha showed that only 92 SSRs were detected (Mikheyev et al., 2010).

Table 6. Summary of simple sequence repeat (SSR) types in the Dialeurodes citri transcriptome
Repeat motifNumberPercentage (%)
Dinucleotide  
 AC9 
 AT4 
 TC18 
Total3120.81
Trinucleotide  
 AAC2 
 CCG3 
 AAT4 
 ACC4 
 AGG10 
 CTT12 
 AGC5 
 ATC24 
Total6442.95
Tetranucleotide  
 ACAG/ACTT/AGGT/ATGT/CAGT/CATT6 
 AAAC2 
 AATC2 
 ATTT6 
 CTTT9 
Total2516.78
Pentanucleotide  
 AAAAT/AATAG/AACTC/ACAGG/ACATT/ACCTT/AGGGG/7 
 ATGGT/CCTCT/CGAGT/GACTT/GCGGT/GCGTT6 
 AACCT2 
 ATATC2 
 CTTTT2 
 GTTTT4 
Total2315.44
Hexanucleotide  
 ACTATT/ACTCTC/AGGGCG/CCAGGT/GTGGTT53.36
Compound SSR10.67

Conclusion

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information

To our knowledge, this is the first application of Illumina paired-end sequencing technology to investigate the whole transcriptome of D. citri and the assembly of the reads was conducted without a reference genome. The 2652 Mb of data were generated and assembled into 36 766 unigenes. This contributed significantly to the rapid discovery of a wide diversity candidate genes for this organism, which lacks complete genome sequences. The transcriptome developed in the present study can be used as a reference for analysis of gene expression using a cDNA microarray, and to investigate the role of detoxifying enzymes and target-site modification in D. citri. This will lead to specific targeting of genes for silencing so as to combat resistance. Overall, our data will facilitate research on stress resistance, and serve as invaluable public data for other gene analysis of D. citri.

Experimental procedures

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information

Insect samples and RNA extraction

The stock colony of D. citri was collected from Citrus reticulate growing in the screening house in 2012 at the Southwest University, Chongqing, P. R. China. Total RNA was extracted using the RNeasy plus Micro Kit (Qiagen GmbH, Hilden, Germany) following the manufacturer's instructions. RNA was quantified by measuring the absorbance at 260 nm using a NanoVue UV-Vis spectrophotometer (GE Healthcare Bio-Science, Uppsala, Sweden). The purity of all RNA samples was assessed at an absorbance ratio of OD260/280 and OD260/230, and the integrity of RNA was confirmed by 1% agarose gel electrophoresis.

cDNA library construction and sequencing

Illumina sequencing was completed using biomarker, with the use of an Illumina genome analyser. Briefly, first-strand cDNA was synthesized using random hexamer-primers from purified Poly (A) mRNA. Second-strand cDNA was synthesized using buffer, dNTPs, RNaseH and DNA polymerase I. Short fragments were purified using a QiaQuick PCR extraction kit. These fragments were washed with ethidium bromide (EB) buffer for end reparation poly (A) addition and then ligated to sequencing adapters. Suitable fragments, as judged by agarose gel electrophoresis, were selected for use as templates for PCR amplification. The cDNA library was sequenced on Illumina HiSeq™ 2000 using paired-end technology in a single run.

Sequence analysis and assembly

The raw reads were cleaned by removing adapter sequences, low-quality sequences (reads with ambiguous bases ‘N’), and reads with > 10% Q < 20 bases. All sequences smaller than 60 bases were eliminated based on the assumption that small reads might represent sequencing artifacts (Meyer et al., 2009). The quality reads were assembled into unigenes using Trinity, which recovers more full-length transcripts across a broad range of expression levels, with sensitivity similar to methods that rely on genome alignments (Liu et al., 2012).

The assembled sequences were compared against the NCBI nr and nt database, and Swiss-Prot database using Blastn (version 2.2.14) with an E-value < 10−5 (Liu et al., 2012). To annotate the assembled sequences with GO terms, the Swiss-Prot Blast results were imported into Blast2GO, a software package that retrieves GO terms, allowing gene functions to be determined and compared (Conesa & Götz, 2008). The unigene sequences were also aligned to the COG database to predict and classify functions (Ashburner et al., 2000). Then, KEGG pathways were assigned to the assembled sequences using the online KEGG Automatic Annotation Server (KAAS) (Moriya et al., 2007). Finally, the best matches were used to identify coding regions and to determine the sequence direction.

Identification and analysis of interesting genes

Interesting sequences were identified by the Blast results against the database with a cut-off E-value of <10−5. The complete coding region was determined by the open reading frame finder (http://www.ncbi.nlm.nih.gov/gorf/gorf.html) and protein Blast results. Genes from other insects such as B. tabaci, T. vaporariorum and D. melanogaster were used as references. mega 4.0 software (Tamura et al., 2007) was used to perform multiple sequence alignment of GSTs, CarEs, P450s and Hsps before phylogenetic analysis, and to construct consensus phylogenetic trees using the neighbour-joining method. Bootstrap analysis of 1000 replications was performed to evaluate the branch strength of each tree.

Expressed sequence tag-SSR detection

The 36 766 unigenes of D. citri obtained in the present study were also subjected to the detection of SSRs using the online program: Simple Sequence Repeat Identification Tool (SSRIT, http://www.gramene.org/db/markers/ssrtool) (Temnykh et al., 2001). The parameters were adjusted for identification of perfect di-, tri-, tetra-, penta- and hexanucleotide motifs with a minimum of 6, 5, 4, 4 and 4 repeats, respectively. The report of this search included the total number of sequences containing SSRs among the submitted unigenes, sequence ID, SSR motifs, number of repeats, repeat length, SSR starts and SSR ends.

Acknowledgements

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information

This study was supported in part by grants from the Special Fund for Agro-scientific Research in the Public Interest (201203038), the Program for Changjiang Scholars and Innovative Research Teams in Universities (IRT0976), the earmarked fund for Modern Agro-industry (Citrus) Technology Research System, and the Fundamental Research Funds for the Central Universities (XDJK2013A017) of China.

References

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information
  • Adams, M.D., Celniker, S.E., Holt, R.A., Evans, C.A., Gocayne, J.D., Amanatides, P.G. et al. (2000) The genome sequence of Drosophila melanogaster. Science 287: 21852195.
  • Alon, M., Alon, F., Nauen, R. and Morin, S. (2008) Organophosphates resistance in the B-biotype of Bemisia tabaci (Hemiptera: Aleyrodidae) is associated with a point mutation in an ace1-type acetylcholinesterase and overexpression of carboxylesterase. Insect Biochem Mol Biol 38: 940949.
  • Ansorge, W.J. (2009) Next-generation DNA sequencing techniques. New Biotechnol 25: 195203.
  • Argov, Y. and Rössler, Y. (1986) The introduction of Encarsia lahorensis (Howard) (Hymenoptera: Aphelinidae) into Israel for the control of the citrus whitefly, Dialeurodes citri (Ashmead) (Homoptera: Aleyrodidae). Isr J Entomol 1986: 15.
  • Argov, Y., Rössler, Y., Voet, H. and Rosen, D. (1999) Spatial dispersion and sampling of citrus whitefly, Dialeurodes citri, for control decisions in a citrus orchard. Agric For Entomol 1: 305318.
  • Ashburner, M., Ball, C.A., Blake, J.A., Botstein, D., Butler, H., Cherry, J.M. et al. (2000) Gene ontology: tool for the unification of biology. Nat Genet 25: 2529.
  • Baffi, M.A., Lino de Souza, G.R., Vieira, C.U., de Sousa, C.S., Gourlart, L.R. and Bonetti, A.M. (2007) Identification of point mutations in a putative carboxylesterase and their association with acaricide resistance in Rhipicephalus (Boophilus) microplus (Acari: Ixodidae). Vet Parasitol 148: 301309.
  • Bellows, T.S. Jr and Meisenbacher, C. (2007) Field population biology of citrus whitefly, Dialeurodes citri (Ashmead) (Heteroptera: Aleyrodidae), on oranges in California. Popul Ecol 49: 127134.
  • Chen, Z., Christina, C.C.H., Zhang, J., Cao, L., Chen, L., Zhou, L. et al. (2008) Transcriptomic and genomic evolution under constant cold in Antarctic notothenioid fish. Proc Natl Acad Sci USA 105: 1294412949.
  • Choresh, O., Ron, E. and Loya, Y. (2001) The 60-kDa heat shock protein (HSP60) of the sea anemone Anemonia viridis: a potential early warning system for monitoring environmental changes. Mar Biotechnol 3: 501508.
  • Chung, I.H., Kang, S., Kim, Y.R., Kim, J.H., Jung, J.W., Lee, S. et al. (2011) Development of a low-density DNA microarray for diagnosis of target-site mutations of pyrethroid and organophosphate resistance mutations in the whitefly Bemisia tabaci. Pest Manag Sci 67: 15411548.
  • Conesa, A. and Götz, S. (2008) Blast2GO: a comprehensive suite for functional analysis in plant genomics. Int J Plant Genomics 2008: 619832.
  • Fagerberg, A.J., Fulton, R.E. and Black, W.C. IV (2001) Microsatellite loci are not abundant in all arthropod genomes: analyses in the hard tick, Ixodes scapularis and the yellow fever mosquito, Aedes aegypti. Insect Mol Biol 10: 225236.
  • Franck, E., Madsen, O., Rheede, T.V., Ricard, G., Huynen, M.A. and de Jong, W.W. (2004) Evolutionary diversity of vertebrate small heat shock proteins. J Mol Evol 59: 792805.
  • Gehrmann, M., Brunner, M., Pfister, K., Reichle, A., Kremmer, E. and Multhoff, G. (2004) Differential up-regulation of cytosolic and membrane-bound heat shock protein 70 in tumor cells by anti-inflammatory drugs. Clin Cancer Res 10: 33543364.
  • Gobbo, J., Gaucher-Di-Stasio, C., Weidmann, S., Guzzo, J. and Garrido, C. (2011) Quantification of HSP27 and HSP70 molecular chaperone activities. Methods Mol Biol 787: 137143.
  • Gorman, K., Devine, G., Bennison, J., Coussons, P., Punchard, N. and Denholm, I. (2007) Report of resistance to the neonicotinoid insecticide imidacloprid in Trialeurodes vaporariorum (Hemiptera: Aleyrodidae). Pest Manag Sci 63: 555558.
  • Grant, D.F. and Hammock, B.D. (1992) Genetic and molecular evidence for a trans-acting regulatory locus controlling glutathione S-transferase-2 expression in Aedes aegypti. Mol Gen Genet 234: 169176.
  • Hayes, J.D., Flanagan, J.U. and Jowsey, I.R. (2005) Glutathione transferases. Annu Rev Pharmacol Toxicol 45: 5188.
  • Holt, R.A., Subramanian, G.M., Halpern, A., Sutton, G.G., Charlab, R., Nusskern, D.R. et al. (2002) The genome sequence of the Malaria Mosquito Anopheles gambiae. Science 298: 129149.
  • Honda, H., Tomizawa, M. and Casida, J.E. (2006) Neo-nicotinoid metabolic activation and inactivation established with coupled nicotinic receptor-CYP3A4 and -aldehyde oxidase systems. Toxicol Lett 161: 108114.
  • Hou, R., Bao, Z., Wang, S., Su, H., Li, Y., Du, H. et al. (2011) Transcriptome sequencing and de novo analysis for Yesso scallop (Patinopecten yessoensis) using 454 GS FLX. PLoS ONE 6: e21560.
  • Houndété, T.A., Kétoh, G.K., Hema, O.S.A., Brévault, T., Glithob, I.A. and Martin, T. (2010) Insecticide resistance in field populations of Bemisia tabaci (Hemiptera: Aleyrodidae) in West Africa. Pest Manag Sci 66: 11811185.
  • Huang, L.H. and Kang, L. (2007) Cloning and inter-specific altered expression of heat shock protein genes in two leafminer species in response to thermal stress. Insect Mol Biol 16: 491500.
  • Ikawa, S. and Weinberg, R.A. (1992) An interaction between p21ras and heat shock protein hsp60, a chaperonin. Proc Natl Acad Sci USA 89: 20122016.
  • Jones, M., Gupta, R.S. and Englesberg, E. (1994) Enhancement in amount of P1 (hsp60) in mutants of Chinese hamster ovary (CHO-K1) cells exhibiting increases in the A system of amino acid transport. Proc Natl Acad Sci USA 91: 858862.
  • Karatolos, N., Pauchet, Y., Wilkinson, P., Chauhan, R., Denholm, I., Gorman, K. et al. (2011) Pyrosequencing the transcriptome of the greenhouse whitefly, Trialeurodes vaporariorum reveals multiple transcripts encoding insecticide targets and detoxifying enzymes. BMC Genomics 12: 114.
  • Karunker, I., Benting, J., Lueke, B., Ponge, T., Nauen, R., Roditakis, E. et al. (2008) Over-expression of cytochrome P450 CYP6CM1 is associated with high resistance to imidacloprid in the B and Q biotypes of Bemisia tabaci (Hemiptera: Aleyrodidae). Insect Mol Biol 38: 634644.
  • Khajehali, J., Van Leeuwen, T., Grispou, M., Morou, E., Alout, H., Weill, M. et al. (2010) Acetylcholinesterase point mutations in European strains of Tetranychus urticae (Acari: Tetranychidae) resistant to organophosphates. Pest Manag Sci 66: 220228.
  • Kim, K.K., Kim, R. and Kim, S.H. (1998) Crystal structure of a small heat-shock protein. Nature 394: 595599.
  • Kwon, D.H., Choi, B.R., Lee, S.W., Clark, J.M. and Lee, S.H. (2009) Characterization of carboxylesterase-mediated pirimicarb resistance in Myzus persicae. Pestic Biochem Physiol 93: 120126.
  • Kwon, D.H., Yoon, K.S., Clark, J.M. and Lee, S.H. (2010) A point mutation in a glutamate-gated chloride channel confers abamectin resistance in the two-spotted spider mite, Tetranychus urticae Koch. Insect Mol Biol 19: 583591.
  • Lee, S., Sowa, M.E., Choi, J.M. and Tsai, F.T. (2004) The ClpB/Hsp104 molecular chaperone-a protein disaggregating machine. J Struct Biol 146: 99105.
  • Li, Y.Z., Xiao, F., Li, J.W., He, Z.G. and Ma, J. (2004) Investigation of the outbreak cause of Dialeurodes citri in Xinning County and studies on its control technology (in Chinese). J Hunan Agric Univ 30: 440442.
  • Liu, M.Y., Qiao, G.R., Jiang, J., Yang, H.Q., Xie, L.H., Xie, J.Z. et al. (2012) Transcriptome sequencing and de novo analysis for Ma Bamboo (Dendrocalamus latiflorus Munro) using the Illumina platform. PLoS ONE 7: e46766.
  • Liu, Z.W., Williamson, M.S., Lansdell, S.J., Denholm, I., Han, Z.J. and Millar, N.S. (2005) A nicotinic acetylcholine receptor mutation conferring target-site resistance to imidacloprid in Nilaparvata lugens (brown planthopper). Proc Natl Acad Sci USA 102: 84208425.
  • Lumjuan, N., Rajatileka, S., Changsom, D., Wicheer, J., Leelapat, P., Prapanthadara, L. et al. (2011) The role of the Aedes aegypti epsilon glutathione transferases in conferring resistance to DDT and pyrethroid insecticides. Insect Biochem Mol Biol 41: 203209.
  • Martin, J.H., Mifsud, D. and Rapisarda, C. (2000) The whiteflies (Hemiptera: Aleyrodidae) of Europe and the Mediterranean Basin. Bull Entomol Res 90: 407448.
  • Mayer, M.P. and Bukau, B. (2005) Hsp70 chaperones: cellular functions and molecular mechanism. Cell Mol Life Sci 62: 670684.
  • Melo-Santos, M.A.V., Varjal-Melo, J.J.M., Araúo, A.P., Gomes, T.C.S., Paiva, M.H.S., Regis, L.N. et al. (2010) Resistance to the organophosphate temephos: mechanisms, evolution and reversion in an Aedes aegypti laboratory strain from Brazil. Acta Trop 113: 180189.
  • Meyer, E., Aglyamova, G.V., Wang, S., Buchanan-Carter, J., Abrego, D., Colbourne, J.K. et al. (2009) Sequencing and de novo analysis of a coral larval transcriptome using 454 GSFlx. BMC Genomics 10: 219.
  • Mikheyev, A.S., Vo, T., Wee, B., Singer, M.C. and Parmesan, C. (2010) Rapid microsatellite isolation from a butterfly by de novo transcriptome sequencing: performance and a comparison with AFLP-derived distances. PLoS ONE 5: e11212.
  • Moriya, Y., Itoh, M., Okuda, S., Yoshizawa, A.C. and Kanehisa, M. (2007) KAAS: an automatic genome annotation and pathway reconstruction server. Nucleic Acids Res 35: W182W185.
  • Nover, L. and Scharf, K.D. (1997) Heat stress proteins and transcription factors. Cell Mol Life Sci 53: 80103.
  • Parsell, D.A. and Lindquist, S. (1993) The function of heat-shock proteins in stress tolerance: degradation and reactivation of damaged proteins. Annu Rev Genet 27: 437496.
  • Picard, D. (2002) Heat-shock protein 90, a chaperone for folding and regulation. Cell Mol Life Sci 59: 16401648.
  • Puinean, A.M., Foster, S.P., Oliphant, L., Denholm, I., Field, L.M., Millar, N.S. et al. (2010) Amplification of a cytochrome P450 gene is associated with resistance to neonicotinoid insecticides in the aphid Myzus persicae. Plos Genet 6: e1000999.
  • Qin, W., Neal, S.J., Robertson, R.M., Westwood, J.T. and Walker, V.K. (2005) Cold hardening and transcriptional change in Drosophila melanogaster. Insect Mol Biol 14: 607613.
  • Quintana, F.J. and Cohen, I.R. (2005) Heat shock proteins as endogenous adjuvants in sterile and septic inflammation. J Immunol 175: 27772782.
  • Ramsey, J.S., Rider, D.S., Walsh, T.K., De Vos, M., Gordon, K.H.J., Ponnala, L. et al. (2010) Comparative analysis of detoxification enzymes in Acyrthosiphon pisum and Myzus persicae. Insect Mol Biol 19: 155164.
  • Ranson, H., Claudianos, C., Ortelli, F., Abgrall, C., Hemingway, J., Sharakhova, M.V. et al. (2002) Evolution of supergene families associated with insecticide resistance. Science 298: 179181.
  • Rauch, N. and Nauen, R. (2004) Characterization and molecular cloning of a glutathione S-transferase from the whitefly Bemisia tabaci (Hemiptera: Aleyrodidae). Insect Biochem Mol Biol 34: 321329.
  • Sonoda, S., Fukumoto, K., Izumi, Y., Yoshida, H. and Tsumuki, H. (2006) Cloning of heat shock protein genes (hsp90 and hsc70) and their expression during larval diapause and cold tolerance acquisition in the rice stemborer, Chilo suppressalis Walker. Arch Insect Biochem Physiol 63: 3647.
  • Strode, C., Wondji, C.S., David, J.P., Hawkes, N.J., Lumjuan, N. and Nelson, D.R. (2008) Genomic analysis of detoxification genes in the mosquito Aedes aegypti. Insect Mol Biol 38: 113123.
  • Tamura, K., Dudley, J., Nei, M. and Kumar, S. (2007) MEGA4: molecular evolutionary genetics analysis (MEGA) software version 4.0. Mol Biol Evol 24: 15961599.
  • Temnykh, S., DeClerck, G., Lukashova, A., Lipovich, L., Cartinhour, S. and McCouch, S. (2001) Computational and experimental analysis of microsatellites in Rice (Oryza sativa L.): frequency, length variation, transposon associations, and genetic marker potential. Genome Res 11: 14411452.
  • Tijet, N., Helvig, C. and Feyereisen, R. (2001) The cytochrome P450 gene superfamily in Drosophila melanogaster: annotation, intron-exon organization and phylogeny. Gene 262: 189198.
  • Timakov, B. and Zhang, P. (2001) The hsp60B gene in Drosophila melanogaster is essential for the spermatid individualization process. Cell Stress Chaperones 6: 7177.
  • Tu, C.P. and Akgul, B. (2005) Drosophila glutathione S-transferases. Methods Enzymol 401: 204226.
  • Wang, X.W., Luan, J.B., Li, J.M., Bao, Y.Y., Zhang, C.X. and Liu, S.S. (2010) De novo characterization of a whitefly transcriptome and analysis of its gene expression during development. BMC Genomics 11: 400410.
  • Xu, Q.H. and Qin, Y. (2012) Molecular cloning of heat shock protein 60 (PtHSP60) from Portunus trituberculatus and its expression response to salinity stress. Cell Stress Chaperones 17: 589601.
  • Zhang, L., Gao, X. and Liang, P. (2007) Beta-cypermethrin resistance associated with high carboxylesterase activities in a strain of house fly, Musca domestica (Diptera: Muscidae). Pestic Biochem Physiol 89: 6572.

Supporting Information

  1. Top of page
  2. Abstract
  3. Introduction
  4. Results and discussion
  5. Conclusion
  6. Experimental procedures
  7. Acknowledgements
  8. References
  9. Supporting Information
FilenameFormatSizeDescription
imb12060-sup-0001-si.zip93K

Table S1. KEGG annotation of unigenes.

Table S2. Sequences encoding detoxification enzymes.

Table S3. Details of heat shock protein genes associated with environmental stress in Dialeurodes citri.

Please note: Neither the Editors nor Wiley Blackwell are responsible for the content or functionality of any supporting materials supplied by the authors. Any queries (other than missing material) should be directed to the corresponding author for the article.