- Research article
- Open Access
Integrated analysis of cytochrome P450 gene superfamily in the red flour beetle, Tribolium castaneum
BMC Genomics volume 14, Article number: 174 (2013)
The functional and evolutionary diversification of insect cytochrome P450s (CYPs) shaped the success of insects. CYPs constitute one of the largest and oldest gene superfamilies that are found in virtually all aerobic organisms. Because of the availability of whole genome sequence and well functioning RNA interference (RNAi), the red flour beetle, Tribolium castaneum serves as an ideal insect model for conducting functional genomics studies. Although several T. castaneum CYPs had been functionally investigated in our previous studies, the roles of the majority of CYPs remain largely unknown. Here, we comprehensively analyzed the phylogenetic relationship of all T. castaneum CYPs with genes in other insect species, investigated the CYP6BQ gene cluster organization, function and evolution, as well as examined the mitochondrial CYPs gene expression patterns and intron-exon organization.
A total 143 CYPs were identified and classified into 26 families and 59 subfamilies. The phylogenetic trees of CYPs among insects across taxa provided evolutionary insight for the genetic distance and function. The percentage of singleton (33.3%) in T. castaneum CYPs is much less than those in Drosophila melanogaster (52.5%) and Bombyx mori (51.2%). Most members in the largest CYP6BQ gene cluster may make contribution to deltamethrin resistance in QTC279 strain. T. castaneum genome encodes nine mitochondrial CYPs, among them CYP12H1 is only expressed in the final instar larval stage. The intron-exon organizations of these mitochondrial CYPs are highly diverse.
Our studies provide a platform to understand the evolution and functions of T. castaneum CYP gene superfamily which will help reveal the strategies employed by insects to cope with their environment.
Insects appeared more than 450 million years ago [1, 2] and have been known to be the unprecedented evolutionally successful metazoans on the earth. One of the factors that may contribute to this success is the ability of insects to adapt to almost every ecological niche by virtue of traits such as metamorphosis and flight [3, 4]. In the meantime, the radiation of insects into diverse habitats and food sources largely enhanced the risk for them to be exposed to toxic or otherwise life-threatening conditions. Insect CYPs impact on the ability of insect adaptation to diverse habitats. On one hand, CYPs have very important physiological functions during all life stages of insects. They might be involved in the biosynthesis pathway of endogenous compounds, such as molting hormone (20-hydroxyecdysone, 20E is the most active form)  and juvenile hormone (JH)  that are the key factors in regulating metamorphosis, development, and reproduction. Some insect CYPs are also involved in the degradation of pheromones [6, 7] as well as catalysis and hydroxylation of fatty acids , which are critical for chemical communication, behavior [7, 9] and metabolism. On the other hand, as a group of environmental response genes , some CYPs protect insects by detoxifying xenobiotics including synthetic insecticides [11–13] and plant allelochemicals [14, 15], resulting in the adaption of insects to the chemical stresses. In a way, the functional and evolutionary diversification (“bloom”) of insect CYPs has shaped the success of insects.
As microsomal pigments, CYPs have an absorption peak at 450 nm when reduced and saturated with carbon monoxide . The bacterial CYPs are water soluble while eukaryotic CYPs are membrane-bound proteins located either on the endoplasmic reticulum or the inner mitochondrial membrane. P450s are hemoproteins and act as the terminal oxidases in the monooxygenase system . The three components of the P450 monooxygenase system are P450, which acts as the substrate binding protein, NADPH-cytochrome P450 reductase (CPR), which transfers electrons from NADPH to CYPs, and cytochrome b5, which transfers electrons from NADH to CYPs in some P450 monooxygenase systems as an additional potential electron donor .
CYPs constitute one of the largest and oldest gene superfamilies that are found in virtually all aerobic organisms . Insects typically contain tens to more than one hundred individual P450 genes in their genomes (http://drnelson.uthsc.edu/CytochromeP450.html). Genome annotation efforts identified 90 CYPs in D. melanogaster, 111 CYPs in Anopheles gambiae, 84 CYPs in B. mori, 48 CYPs in Apis mellifera, 164 CYPs in Aedes aegypti, 204 CYPs in Culex quinquefasciatus, 38 CYPs in Pediculus humanus humanus, and 143 CYPs in T. castaneum. T. castaneum, commonly known as the red flour beetle, is the first beetle having its genome sequenced. T. castaneum is a notorious worldwide pest of stored grains and farinaceous materials [26, 27]. It has developed resistance to all five classes of insecticides and fumigants used against it . Moreover, the functional genomics method, RNAi, works systemically in almost every tissue and developmental stage of T. castaneum[28, 29]. These characters make T. castaneum an ideal insect model for conducting functional genomics, investigating the mechanisms of insecticide resistance, and exploiting potential new insecticide targets for pest control. Although several T. castaneum CYPs, CYP6BQ9, CYP306A1[31–33], CYP314A1[31–33] had been functionally investigated in our previous studies, the role of the majority of CYPs remains largely unknown. Here, we analyzed the phylogenetic relationship of all T. castaneum CYPs with genes in other insect species, examined the CYP6BQ gene cluster organization, function and evolution, as well as investigated the mitochondrial CYPs intron-exon and gene expression patterns which provide platform to understand the evolution and predict the functions of T. castaneum P450 genes.
Results and discussion
Annotation of T. castaneumCYPs
Total 143 T. castaneum CYPs were annotated and analyzed based on the NCBI database (http://www.ncbi.nlm.nih.gov), Beetlebase (http://beetlebase.org/) and Cytochrome P450 homepage (http://drnelson.uthsc.edu/CytochromeP450.html). A full T. castaneum P450 gene list with the most updated assembly and annotation information including clan, name, accession number, symbol synonyms, map position and amino acid length are provided in the Additional file 1. Among these 143 genes, 133 genes are putatively functional isoforms, and 10 are pseudogenes. These genes fall into four clans, clan 2, mitochondrial clan, clan 3, and clan 4 (see Additional file 1, Table 1). These four clans are further classified into 26 families and 59 subfamilies. Nine new families were discovered including mitochondrial family CYP353, CYP3 clan families CYP345, 346, 347, and 348, and CYP4 clan families CYP349, 350, 351, and 352 (see Additional file 1, Table 1).
Phylogenetic analysis of T. castaneumCYPs
To inspect the evolutionary relationships of CYPs among insect CYPomes across taxa which might provide evolutionary insight for the genetic distance and function, four phylogenetic trees were constructed with CYPs identified in T. castaneum, D. melanogaster, A. gambiae, and A. mellifera (Figures 1A, B, C, D). T. castaneum P450s CYP2 and mitochondrial clans present a high level of 1:1 orthology with those from other insect genomes, suggesting functional conservation of these CYPs . Within CYP2 clan, two out of eight genes (CYP303A1 and CYP306A1) show precise 1:1:1:1 orthologies (Figure 1A). In D. melanogaster, CYP303A1 encoded by the gene nompH is expressed specifically in the sensory bristles; this gene product is known to play essential roles in the development of external sensory organs associated with the reception of vital mechanosensory and chemosensory stimuli . CYP306A1 encoded by Phantom (or Phm) and expressed in the prothoracic glands of D. melanogaster and B. mori was demonstrated to be involved in the ecdysteroid biosynthesis [36, 37]. In T. castaneum, the CYP306A1 mRNA levels showed a similar pattern as the ecdysteroids titer during five days after adult emergence in male beetles, indicating a possible function in the ecdysteroid biosynthesis . However, the CYP306A1 RNAi did not block the primary oocyte maturation which is regulated by ecdysteroids in female beetles . There are three other clades in CYP2 clan for which functions had been investigated. CYP18A1 with 26-hydroxylase activity in D. melanogaster is essential for proper insect development . The Spook/Spookier CYPs are involved in ecdysteroid biosynthesis [39, 40] and CYP15A1 was characterized as an ortholog of the juvenile hormone epoxidase in the cockroach .
Within mitochondrial clan, four out of nine T. castaneum CYPs show distinct 1:1:1:1 orthologies with genes from other insect species (Figure 1B). The three CYPs CYP302A1, CYP314A1, and CYP315A1 encoded by D. melanogaster Halloween genes disembodied (dib), shade (shd), and shadow (sad) respectively are involved in ecdystroid biosynthesis . Since the T. castaneum CYP302A1, CYP314A1, and CYP315A1 share high sequence similarity with those of D. melanogaster, they very likely have similar functions in T. castaneum. The T. castaneum genome contains a single CYP12H1 gene in CYP12 family that includes genes associated with insecticide resistance in the house fly Musca domestica and D. melanogaster.
T. castaneum genome encodes largely expanded CYP3 (27 subfamilies, 79 individual genes) and CYP4 (15 subfamilies, 47 individual genes) clans, especially the families 4 (27 genes), 6 (40 genes), and 9 (23 genes) (Figure 1C and D, see Additional file 1). Genes in these two clans appear to undergo exceedingly species-specific radiations. The CYP6 family is evolutionary related to vertebrate CYP3 and CYP5 families [1, 43]. T. castaneum CYP6 family merely has one CYP6B subfamily. All CYP6 genes in T. castaneum and A. gambiae are clustered in one clade within species, whereas CYP6 genes in D. melanogaster clustered into several clades in the phylogenetic tree (Figure 1C). In dipteran and lepidopteran insects, a number of CYP6 genes were shown to be involved in resistance to a wide range of insecticides and detoxification of plant allochemicals through either constitutive overexpression and/or inducible expression in resistant strains [11, 15, 44, 45]. In T. casta-neum deltamethrin-resistant QTC279 stain, CYP6BQ9, a brain-specific P450, is constitutively overexpressed in resistant strain and is responsible for the majority of delta-methrin resistance . D. melanogaster CYP6 gene, Cyp6a20, is expressed in the non-neuronal support cells of olfactory sensilla associated with pheromone-sensing, and its expression level is correlated with the influence of social experience on aggressiveness [7, 9].
T. castaneum CYP9 family is the second biggest family in the Clan 3 (Figure 1C). Several members in this family are known to be associated with insecticide resistance and metabolism of odorant compounds [46–50]. Genes in CYP4 clan show high diversity in their sequences and functions. In Clan 4, CYP4 family is the largest gene family that has members from the vertebrates and insects as well as Caenorhabditis elegans. It is the only family in Clan 4 that has been studied in other insect species (Figure 1D, see Additional file 1). Except CYP4AA1, CYP4G7, CYP4G14 have 1:1:1:1 orthologs in three other species, all other CYP4 genes in T. castaneum are clustered in several clades within species (Figure 1D). Members of family CYP4 in other insects are known to be associated with biosynthesis of endogenous compounds [51, 52], pheromone metabolism [46, 53], and pyrethroid insecticide resistance [49, 54–56]. It is interesting that Antheraea yamamai CYP4G25 is associated with diapauses in the pharate first instar larvae , indicating that the large complement of CYP4 CYPs might have much more diverse functions beyond what we appreciated, perhaps even more diversified than the CYP3 clan .
Genomic distribution of T. castaneumCYPs
To gain a genome-wide view of chromosome location of T. castaneum CYPs, a genetic map (Figure 2) was constructed to map the distribution of 99 T. castaneum CYPs on 9 chromosomes. No P450 gene was found in the LG1=X chromosome. Majority of CYPs (87 from 99) are distributed on six chromosomes LG3, LG4, LG5, LG6, LG8 and LG9. Locations of 44 other CYPs on the chromosome remain unknown. It is considered that the formation of the substantial number of CYPs genes is due to a series of gene duplication descended from a common ancestral P450 gene [13, 58–60]. Therefore, it is not surprising that most of T. castaneum CYPs are located on chromosomes in a tandem manner (Figures 2 and 3). There are nine clusters, defined as groups containing at least three genes, located on chromosomes LG3-6, LG8 and LG9. All the genes in these clusters belong to CYP3 and CYP4 clans; CYP6 family (LG4), CYP4 family (LG5 and LG9), CYP346 family (LG5), CYP351 family (LG6), and CYP9 family (LG8). They are remarkable landmarks for the “bloom” of the CYPome in CYP3 and CYP4 clans . Only 33 out of 99 T. castaneum CYPs (33.3%) present as singletons. The percentage of singleton in T. castaneum CYPome is much less (33%) compared with CYPomes of D. melanogaster (52.5%) and B. mori (51.2%) (Figure 3) [13, 20, 43].
CYP6BQ cluster in T. castaneum
Clustering is a common phenomenon in the organization of CYPs in insects . Around 67% of T. castaneum P450 genes reside in clusters (Figure 3). The largest cluster containing 12 CYP6BQ genes with the same orientation is located within a 30 kb region on the LG4 chromosome. One of the 12 members in this cluster, CYP6BQ9, had been demonstrated to be responsible for the majority of deltamethrin resistance observed in QTC279, a deltamethrin-resistant T. castaneum strain . Further studies on the function of other members in the deltamethrin resistance might mirror the origin and evolution of this cluster. The identity matrix of genes in the CYP6BQ cluster showed amino acid homology between two cluster members ranging from 52% to 87%, with the exception of CYP6BQ2 and CYP6BQ4 sharing 95% amino acid identity (see Additional file 2). Figure 4A shows the phylogenetic relationships of 11 clustered genes (except the pseudogene CYP6BQ3P). Earlier duplication events generated three clans, which we have named clan I, II, and III. Clan I includes two genes, CYP6BQ2 and CYP6BQ4 with high percent sequence identities suggesting that they may have evolved from a recent duplication event. Clan II includes three genes, CYP6BQ6, CYP6BQ7 and CYP6BQ12. Clan III consists of 6 cluster genes, CYP6BQ1, CYP6BQ5, CYP6BQ8, CYP6BQ9, CYP6BQ10, and CYP6BQ11, created by a series of tandem duplications.
The tissue specific expression pattern of genes within the same Clan is largely conserved in QTC279 strain (Figure 4B). The only exception is CYP6BQ11; this may imply potentially novel physiological functions for this gene. Genomic sequence analysis showed that the 12 members of CYP6BQ cluster share highly similar intron-exon structures (see Additional file 3). Each gene consists of three exons, with exon one having 1123-1147 bp, exon two containing about 253-256 bp, and exon three consisting of approximately 163-169 bp. There are only two exceptions, CYP6BQ3P containing a single exon and CYP6BQ5 containing two exons. The length of intron ranges from about 44 bp to 54 bp. The first introns in all genes follow the canonical GT/AG rule. The differential expression profiles of the cluster genes showed that with the exception of CYP6BQ3P and CYP6BQ5, all other 10 genes have significantly higher mRNA levels in QTC279 resistant strain than in the Lab-S susceptible strain (see Additional file 4). Moreover, six out of these 10 genes were induced by deltamethrin (115 mg/48 cm2 that caused 50-60% mortality of beetles in QTC279 strain) after 12 h exposure to the chemical (see Additional file 5) suggesting a potential contribution of these cluster members to the deltamethrin resistance in QTC279 strain.
Then we focused on four evolutionarily close genes, CYP6BQ8, CYP6BQ9, CYP6BQ10 and CYP6BQ11. We cloned the full length sequences of these four genes from LBS, GA and QTC279 strains and deposited them in the GenBank (CYP6BQ8-Pyr, KC686848; CYP6BQ8-GA, KC686849; CYP6BQ8-LBS, KC686850; CYP6BQ9-GA, KC686851; CYP6BQ9-LBS, KC686852; CYP6BQ10-Pyr , KC686853; CYP6BQ10-GA, KC686854; CYP6BQ10-LBS, KC686855; CYP6BQ11-Pyr, KC686856; CYP6BQ11-GA, KC686857; CYP6BQ11-LBS, KC686858). Then we conducted homology modeling and ligand docking studies. The protein models for CYP6BQ8, CYP6BQ9, CYP6BQ10 and CYP6BQ11 showed the P450 structurally conserved helices D, E, I, L, J, and K along with β sheets 1 and 3 (Figures 5A, C, E and G; see Additional file 6). We used AutoDock Vina to investigate the binding of four insecticide compounds DDT, imidacloprid, permethrin, and deltamethrin (see Additional file 7, Figure 5). For each predicted binding mode, estimated binding affinity and insecticide putative hydroxylation site distance from the heme iron were compared. The lowest binding energy observed was for CYP6BQ9-Pyr and deltamethrin with the 4′ carbon hydroxylation site adjacent to the heme iron (see Additional file 7, Figures 5C and D). All models demonstrated favorable binding affinity and a putative substrate hydroxylation site within 6.0 Å  of the heme iron with two or more of the insecticides tested (see Additional file 7). Relevant binding modes for CYP6BQ11-Pyr were found for all four insecticides suggesting an association with resistance to all four insecticides (see Additional file 7). Docking modes for deltamethrin are shown in Figure 5. Residues in the catalytic pockets of CYP6BQ8, CYP6BQ9, CYP6BQ10 and CYP6BQ11 within 4.5 Å of deltamethrin were examined. Hydrophobic residues Phe128, Phe248, Val320 or Leu320 and hydrophilic Lys390 were conserved in the catalytic site of at least three proteins. The active sites of all four models are rich in phenylalanine and other hydrophobic residues (see Additional file 6) suggesting these four proteins provide a favorable chemical environment for hydrophobic insecticide compounds. Although the lowest binding energy was observed for CYP6BQ9-Pyr and deltamethrin, which is consistent with our previous study about the major function of CYP6BQ9 in deltamethrin resistance of QTC279 beetles , the predicted catalytic sites are well conserved among CYP6BQ9 variants in LBS, GA and QTC279 strains (see Additional file 6). The predicted binding affinities to deltamethrin and insecticide putative hydroxylation site distance from the heme iron do not differ much among CYP6BQ9 variants in these three strains (see Additional file 7). These observations further suggest that the involvement of CYP6BQ9 in deltamethrin resistance of QTC279 strain is not due to changes in binding affinity but is likely due to an increase in the expression of this gene. The mechanism of regulation of CYP6BQ9 expression in the QTC279 strain is currently under investigation.
Mitochondrial CYPs in T. castaneum
The mitochondrial CYPs form a unique branch in the phylogenic tree of animal CYPs . To date, mitochondrial CYPs are only found in animals, but not in fungi and plants . There is a minor group in the total P450 family members of animals compared with the microsomal CYPs. In T. castaneum, only nine out of 143 CYPs are found in mitochondria. In vertebrates, mitochondrial CYPs are generally specialized in the metabolism of steroid or vitamin D, in contrast with microsomal CYPs that show considerably extensive substrate specificities [1, 62]. Whereas, insect mitochondrial CYPs show somewhat structural and functional diversity, which suggests that they have undergone several blooms [1, 2]. There are at least two groups of mitochondrial CYPs in insects. One is CYP12 family including variable number of genes across different taxa that are rapidly evolving . Three CYP12A genes were cloned from the house fly . Among them, CYP12A1 is constitutively overexpressed in diazinon resistant strain and metabolizes insecticides and other xenobiotics but not ecdysteroids. D. melanogaster has seven CYP12 members in its CYPome (Figure 1B). The overexpression of CYP12A4 in a natural population confers the lufenuron resistance . CYP12D1 was observed to be overexpressed in a DDT-resistant strain and induced by xenobiotics [42, 65]. There are four CYP12F genes in A. gambiae CYPome (Figure 1B). It was reported that CYP12F1 is constitutively overexpressed in both DDT-resistant strain (ZAN/U) and permethrin-resistant strain (RSP) . The close association with xenobiotic resistance in the group of insect CYP12 genes demonstrates the evolutionary differentiation between insects and vertebrates. The other group of insect mitochondrial CYPs show sequence conservation (Figure 1B) and include three Halloween genes that are the orthologs of the C22, C2, and C20 hydroxylases that function in the biosynthesis of ecdysteroids  as well as genes with unknown functions. These genes are considered to perform essential physiological functions during insect development and reproduction .
To predict the functions of T. castaneum mitochondrial CYPs, temporal expression of these genes was determined (Figure 6). Metamorphosis in holometabolous insects is regulated by cross-talk between ecdysteroids and juvenile hormones. Our previous studies showed that the ecdysteriod titers remain low throughout the final instar larval stage except for small increases at 60, 78 and 90 h after ecdysis into the final instar larval stage . The ecdysteriod titers showed another peak during the quiescent stage. Afterward the levels remain low at the beginning of the pupal stage and increase again beginning at 42 h after ecdysis into the pupal stage and eventually reached the maximum levels by 66 h . The mRNA levels of nine mitochondrial CYPs during the final instar larval stage (Ld0-Ld4), quiescent stage (Q1-Q2), pupal stage (Pd0-Pd5), and adult stage (Ad0-Ad3) were quantified and normalized using rp49 mRNA levels as the most stable reference gene (Figure 6) . CYP12H1 is only expressed in the final instar larval stage which might point out that its function is restricted to this stage. The mRNA level of shd (CYP314A1) increased at the late period of the final instar larval stage at the time of the ecdysteriod increases. The expression of sad (CYP315A1) showed two peaks during the late periods of the final instar larval stage and pupal stage when the ecdysteriod titers reach the maximum levels (Figure 6). The mRNA levels of CYP334B1 remained low until the late period of the pupal stage and afterward high levels were detected during the adult stage. The expression level of CYP353A1 increased during the final instar larval stage and reached a peak in Ld4 and then Pd1 and subsequently decreased during the pupal and adult stages. CYP302A1 gene is expressed ubiquitously.
The intron–exon organization of T. castaneum mitochondrial CYPs is also investigated which may help to understand the evolution of these genes as well as the origin of introns and genes . As shown in Figure 7, intron-exon organization of all nine T. castaneum mitochondrial CYPs is highly diverse. The number and length of introns vary extensively among these genes. For example, CYP301B1 contains nine small introns, whereas CYP315A1 has only two introns. Other members contain 3-8 introns. Three Halloween genes share well conserved intron-exon positions among the different groups of orthologous genes . However, T. castaneum CYP314A1 and CYP315A1 have undergone significant intron losses when compared to their orthologous genes. The massive intron loss is considered as a result of an evolutionary selection for compaction of insect genomes .
In summary, integrated studies including annotation, phylogenetic analysis, gene expression as well as molecular modeling and docking were conducted for T. castaneum CYPs. 143 CYPs were identified and classified into 4 clans, 26 families and 59 subfamilies suggesting the CYP number in T. castaneum is three fold higher than honeybee and body louse, substantially higher than D. melanogaster and A. gambiae but significantly lower than A. aegypti and C. quinquefasciatus. The relatively large CYP gene superfamily in T. castaneum may contribute to the remarkable ability of insecticide resistance in this beetle. Current studies provided insights into the evolution of T. castaneum CYP gene superfamily and developed a valuable resource for the functional genomics research which will help to understand the strategies employed by insects to cope with their environment and to exploit potential new insecticide targets for pest control.
Red flour beetle strains
Three red flour beetle strains were used in this study. QTC279, originally collected from wheat storage in Malu, Queensland, Australia in 1984, was selected with pyrethroids for 10 generations until it was homozygous for the major pyrethroid resistance factor (2). LBS is an insecticide-susceptible strain. GA strain was used in whole genome sequencing project. These three strains were obtained from Dr. R.W. Beeman (U.S. Grain Marketing Research Laboratory of USDA, KS). Beetles were reared in whole wheat flour with brewers’ yeast (10% by weight) and maintained in darkness at 32°C and 55±2% relative humidity.
Phylogenetic tree construction
All CYP sequences in insects which have the full open reading frames (ORFs) were extracted from the National Center for Biotechnology Information (NCBI) (Bethesda, MD) (http://www.ncbi.nlm.nih.gov/). The insect CYP amino acid sequences were analyzed using ClustalW alignment through Molecular Evolutionary Genetic Analysis software version 5 (MEGA 5) (http://www.megasoftware.net/) . To significantly improve the alignments, the pair-wise alignment was performed with the gap opening penalty at 10 and the gap extension penalty left at default 0.1. The multiple alignment was conducted with the gap opening penalty at 3 and the gap extension penalty at 1.8 . The sites containing obviously missing data or alignment gaps were eliminated in a pair-wise manner. A p-distance < 0.8 when carrying out the compute overall mean distance suggested the alignment was acceptable . Subsequently, the alignment result was converted to a MEGA file (.meg) and submitted to construct the phylogenetic tree with neighbor-joining algorithm. A total of 2,000 bootstrap replications were used to test of phylogeny. Ultimately, the condensed tree was created with cut-off value of 50%.
RNA extraction and quantitative real-time PCR (qRT-PCR)
Total RNA was extracted from adult beetles using TRI reagent (Molecular Research Center Inc., Cincinnati, OH). The qRT-PCR was performed in Applied Biosystems StepOnePlus™ Real-Time PCR System (Life technologies™, http://Carlsbad, CA). Total RNA was isolated from 3 adult beetles or 3-30 tissues for each sample and the RNA was treated with DNase I (Ambion Inc., Austin, TX). cDNA was synthesized using iScript cDNA synthesis kit (Bio-Rad Laboratories, Hercules, CA). DNase I treated total RNA was used as a template. Each qRT-PCR reaction (10 μl final volume) contained 5 μl FastStart SYBR Green Master (Roche Diagnostics, Indianapolis, IN), 1.0 μl of cDNA, 3.6 μl ddH2O, and 0.4 μl each of forward and reverse gene specific primers (stock 10 μM). An initial incubation of 95°C for 3 min, followed by 40 cycles of 95°C for 10 s, 55°C for 60 s settings were used. A fluorescence reading determined the extension of amplification at the end of each cycle. The most stable reference gene, rp49, was used for the housekeeping gene . Both the PCR efficiency and R2 (correlation coefficient) value were taken into consideration in estimating the relative quantities. Each experiment was repeated at least three times using independent biological samples.
Gene fragment isolation
Total RNAs were isolated from beetles in QTC279, GA, and LBS and cDNA was synthesized using iScript cDNA synthesis kit as described as above. The PCR products for CYP6BQ8, CYP6BQ9, CYP6BQ10 and CYP6BQ11 were amplified using primer pairs that were designed based on the sequences in NCBI database. The PCR products were cloned into pGEM®-T Easy Vector (Promega) and sequenced. Cloning and sequence analyses of P450 gene fragments were repeated at least three times with different preparations of RNAs. Three clones from each replication were sequenced.
Deltamethrin induction experiments
One to two weeks old resistant QTC279 beetles were exposed to filter paper surface treated with deltamethrin [26, 27]. According to preliminary study, 115 mg/48 cm2 deltamethrin that resulted in 50-60% mortality for QTC279 beetles was chosen for the experiment. The surviving beetles were collected for RNA extraction after 0, 6, 12, 24 h exposure to deltamethrin. The experiments were repeated three times. The statistical significance of the gene expression was calculated using a one-way analysis of variance (ANOVA) for multiple sample comparisons (SAS v9.4 software). A value of P ≤ 0.05 was considered statistically significant.
Homology modeling and ligand docking
Initial protein models were constructed by submitting the translated amino acid sequences to the I-TASSER server . The I-TASSER output includes up to 5 predicted models as well as predicted ligand binding sites. In the case of the P450 proteins modeled for this study the top scoring ligand binding site predictions all included heme bound to the conserved iron binding cysteine. For further model refinement the top scoring model was submitted to the FG-MD server for fragment guided molecular dynamics structure refinement . The coordinates for heme were manually transferred to the refined model PDB file and a covalent bond was created between the heme iron and the conserved cysteine residue for each P450 modeled in this study. Model quality was examined by Ramachandran plots generated with Procheck . Ramachandran plots of the P450 models gave a range of 97.8% to 98.9% of residues within the generously allowed regions and 2.2% or less in disallowed regions. Molecular docking was performed with Autodock Vina v1.1.2. . Ligand (deltamethrin, permethrin, DDT, and imidacloprid) structures were retrieved from the Zinc database . Proteins and ligands were prepared for docking with Autodock Tools v1.5.4  For all dockings a search space with a grid box of 20 x 20 x 20 Å, centered at the heme bound Fe for each P450.
NADPH-cytochrome P450 reductase
Open reading frame
quantitative real-time PCR
Feyereisen R: Evolution of insect P450. Biochem Soc Trans. 2006, 34: 1252-1255.
Feyereisen R: Arthropod CYPomes illustrate the tempo and mode in P450 evolution. Biochim Biophys Acta. 2011, 1814 (1): 19-28. 10.1016/j.bbapap.2010.06.012.
Rewitz KF, O’Connor MB, Gilbert LI: Molecular evolution of the insect Halloween family of cytochrome P450s: phylogeny, gene organization and functional conservation. Insect Biochem Mol Biol. 2007, 37 (8): 741-753. 10.1016/j.ibmb.2007.02.012.
Truman JW, Riddiford LM: Endocrine insights into the evolution of metamorphosis in insects. Annu Rev Entomol. 2002, 47: 467-500. 10.1146/annurev.ento.47.091201.145230.
Helvig C, Koener JF, Unnithan GC, Feyereisen R: CYP15A1, the cytochrome P450 that catalyzes epoxidation of methyl farnesoate to juvenile hormone III in cockroach corpora allata. Proc Natl Acad Sci USA. 2004, 101 (12): 4024-4029. 10.1073/pnas.0306980101.
Maibeche-Coisne M, Nikonov AA, Ishida Y, Jacquin-Joly E, Leal WS: Pheromone anosmia in a scarab beetle induced by in vivo inhibition of a pheromone-degrading enzyme. Proc Natl Acad Sci USA. 2004, 101 (31): 11459-11464. 10.1073/pnas.0403537101.
Dierick HA, Greenspan RJ: Molecular analysis of flies selected for aggressive behavior. Nat Genet. 2006, 38 (9): 1023-1031. 10.1038/ng1864.
Helvig C, Tijet N, Feyereisen R, Ann Walker F, Restifo LL: Drosophila melanogasterCYP6A8, an insect P450 that catalyzes lauric acid (ω-1)-hydroxylation. Biochem Biophys Res Commun. 2004, 325: 1495-1502. 10.1016/j.bbrc.2004.10.194.
Wang L, Dankert H, Perona P, Anderson DJ: A common genetic target for environmental and heritable influences on aggressiveness in Drosophila. Proc Natl Acad Sci USA. 2008, 105 (15): 5657-5663. 10.1073/pnas.0801327105.
Berenbaum MR: Postgenomic chemical ecology: from genetic code to ecological interactions. J Chem Ecol. 2002, 28 (5): 873-896. 10.1023/A:1015260931034.
Feyereisen R: Insect cytochrome P450. Comprehensive molecular insect science. Volume 4. Edited by: Gilbert LI, Iatrou K, Gill SS. 2005, Oxford: Elsevier, 1-77.
Scott JG: Cytochromes P450 and insecticide resistance. Insect Biochem Mol Biol. 1999, 29 (9): 757-777. 10.1016/S0965-1748(99)00038-7.
Feyereisen R: Insect CYP genes and P450 enzymes. Insect molecular biology and biochemistry. Edited by: Gilbert LI. 2011, Oxford: Elsevier, 236-316.
Schuler MA: The role of cytochrome P450 monooxygenases in plant-insect interactions. Plant Physiol. 1996, 112 (4): 1411-1419. 10.1104/pp.112.4.1411.
Li X, Schuler MA, Berenbaum MR: Molecular mechanisms of metabolic resistance to synthetic and natural xenobiotics. Annu Rev Entomol. 2007, 52: 231-253. 10.1146/annurev.ento.51.110104.151104.
Omura T, Sato R: The carbon monoxide-binding pigment of liver microsomes. I. Evidence for its hemoprotein nature. J Biol Chem. 1964, 239: 2370-2378.
Nelson DR: Cytochrome P450 and the individuality of species. Arch Biochem Biophys. 1999, 369 (1): 1-10. 10.1006/abbi.1999.1352.
Adams MD, Celniker SE, Holt RA, Evans CA, Gocayne JD, Amanatides PG, Scherer SE, Li PW, Hoskins RA, Galle RF: The genome sequence of Drosophila melanogaster. Science. 2000, 287 (5461): 2185-2195. 10.1126/science.287.5461.2185.
Ranson H, Claudianos C, Ortelli F, Abgrall C, Hemingway J, Sharakhova MV, Unger MF, Collins FH, Feyereisen R: Evolution of supergene families associated with insecticide resistance. Science. 2002, 298 (5591): 179-181. 10.1126/science.1076781.
Ai J, Zhu Y, Duan J, Yu Q, Zhang G, Wan F, Xiang ZH: Genome-wide analysis of cytochrome P450 monooxygenase genes in the silkworm, Bombyx mori. Gene. 2011, 480 (1–2): 42-50.
Claudianos C, Ranson H, Johnson RM, Biswas S, Schuler MA, Berenbaum MR, Feyereisen R, Oakeshott JG: A deficit of detoxification enzymes: pesticide sensitivity and environmental response in the honeybee. Insect Mol Biol. 2006, 15 (5): 615-636. 10.1111/j.1365-2583.2006.00672.x.
Nene V, Wortman JR, Lawson D, Haas B, Kodira C, Tu ZJ, Loftus B, Xi Z, Megy K, Grabherr M: Genome sequence of Aedes aegypti, a major arbovirus vector. Science. 2007, 316 (5832): 1718-1723. 10.1126/science.1138878.
Yang T, Liu N: Genome analysis of cytochrome P450s and their expression profiles in insecticide resistant mosquitoes, Culex quinquefasciatus. Plos One. 2011, 6 (12): e29418-10.1371/journal.pone.0029418.
Lee SH, Kang JS, Min JS, Yoon KS, Strycharz JP, Johnson R, Mittapalli O, Margam VM, Sun W, Li HM: Decreased detoxification genes and genome size make the human body louse an efficient model to study xenobiotic metabolism. Insect Mol Biol. 2010, 19 (5): 599-615. 10.1111/j.1365-2583.2010.01024.x.
Richards S, Gibbs RA, Weinstock GM, Brown SJ, Denell R, Beeman RW, Gibbs R, Bucher G, Friedrich M, Grimmelikhuijzen CJ: The genome of the model beetle and pest Tribolium castaneum. Nature. 2008, 452 (7190): 949-955. 10.1038/nature06784.
Collins PJ: A New resistance to pyrethroids in Tribolium castaneum(herbst).Pestic Sci. 1990, 28 (1): 101-115. 10.1002/ps.2780280112.
Stuart JJ, Ray S, Harrington BJ, Neal JJ, Beeman RW: Genetic mapping of a major locus controlling pyrethroid resistance in Tribolium castaneum (Coleoptera: Tenebrionidae). J Econ Entomol. 1998, 91 (6): 1232-1238.
Bucher G, Scholten J, Klingler M: Parental RNAi in Tribolium (Coleoptera). Current biology: CB. 2002, 12 (3): R85-86. 10.1016/S0960-9822(02)00666-8.
Tomoyasu Y, Miller SC, Tomita S, Schoppmeier M, Grossmann D, Bucher G: Exploring systemic RNA interference in insects: a genome-wide survey for RNAi genes in Tribolium. Genome Biol. 2008, 9: R10-10.1186/gb-2008-9-1-r10.
Zhu F, Parthasarathy R, Bai H, Woithe K, Kaussmann M, Nauen R, Harrison DA, Palli SR: A brain-specific cytochrome P450 responsible for the majority of deltamethrin resistance in the QTC279 strain of Tribolium castaneum. Proc Natl Acad Sci USA. 2010, 107 (19): 8557-8562. 10.1073/pnas.1000059107.
Parthasarathy R, Sun Z, Bai H, Palli SR: Juvenile hormone regulation of vitellogenin synthesis in the red flour beetle, Tribolium castaneum. Insect Biochem Mol Biol. 2010, 40 (5): 405-414. 10.1016/j.ibmb.2010.03.006.
Parthasarathy R, Tan A, Sun Z, Chen Z, Rankin M, Palli SR: Juvenile hormone regulation of male accessory gland activity in the red flour beetle, Tribolium castaneum. Mech Dev. 2009, 126 (7): 563-579. 10.1016/j.mod.2009.03.005.
Parthasarathy R, Sheng Z, Sun Z, Palli SR: Ecdysteroid regulation of ovarian growth and oocyte maturation in the red flour beetle, Tribolium castaneum. Insect Biochem Mol Biol. 2010, 40 (6): 429-439. 10.1016/j.ibmb.2010.04.002.
Kim HS, Murphy T, Xia J, Caragea D, Park Y, Beeman RW, Lorenzen MD, Butcher S, Manak JR, Brown SJ: BeetleBase in 2010: revisions to provide comprehensive genomic information for Tribolium castaneum. Nucleic Acids Res. 2010, 38 (Database issue): D437-442.
Willingham AT, Keil T: A tissue specific cytochrome P450 required for the structure and function of Drosophila sensory organs. Mech Dev. 2004, 121 (10): 1289-1297. 10.1016/j.mod.2004.04.017.
Niwa R, Matsuda T, Yoshiyama T, Namiki T, Mita K, Fujimoto Y, Kataoka H: CYP306A1, a cytochrome P450 enzyme, is essential for ecdysteroid biosynthesis in the prothoracic glands of Bombyx and Drosophila. J Biol Chem. 2004, 279 (34): 35942-35949. 10.1074/jbc.M404514200.
Warren JT, Petryk A, Marques G, Parvy JP, Shinoda T, Itoyama K, Kobayashi J, Jarcho M, Li Y, O’Connor MB: Phantom encodes the 25-hydroxylase of Drosophila melanogaster and Bombyx mori: a P450 enzyme critical in ecdysone biosynthesis. Insect Biochem Mol Biol. 2004, 34 (9): 991-1010. 10.1016/j.ibmb.2004.06.009.
Guittard E, Blais C, Maria A, Parvy JP, Pasricha S, Lumb C, Lafont R, Daborn PJ, Dauphin-Villemant C: CYP18A1, a key enzyme of Drosophila steroid hormone inactivation, is essential for metamorphosis. Dev Biol. 2011, 349 (1): 35-45. 10.1016/j.ydbio.2010.09.023.
Namiki T, Niwa R, Sakudoh T, Shirai K, Takeuchi H, Kataoka H: Cytochrome P450 CYP307A1/Spook: a regulator for ecdysone synthesis in insects. Biochem Biophys Res Commun. 2005, 337 (1): 367-374. 10.1016/j.bbrc.2005.09.043.
Ono H, Rewitz KF, Shinoda T, Itoyama K, Petryk A, Rybczynski R, Jarcho M, Warren JT, Marques G, Shimell MJ: Spook and Spookier code for stage-specific components of the ecdysone biosynthetic pathway in Diptera. Dev Biol. 2006, 298 (2): 555-570. 10.1016/j.ydbio.2006.07.023.
Guzov VM, Unnithan GC, Chernogolov AA, Feyereisen R: CYP12A1, a mitochondrial cytochrome P450 from the house fly. Arch Biochem Biophys. 1998, 359 (2): 231-240. 10.1006/abbi.1998.0901.
Brandt A, Scharf M, Pedra JH, Holmes G, Dean A, Kreitman M, Pittendrigh BR: Differential expression and induction of two Drosophila cytochrome P450 genes near the Rst(2)DDT locus. Insect Mol Biol. 2002, 11 (4): 337-341. 10.1046/j.1365-2583.2002.00344.x.
Tijet N, Helvig C, Feyereisen R: The cytochrome P450 gene superfamily in Drosophila melanogaster: annotation, intron-exon organization and phylogeny. Gene. 2001, 262 (1–2): 189-198.
Zhu F, Li T, Zhang L, Liu N: Co-up-regulation of three P450 genes in response to permethrin exposure in permethrin resistant house flies, Musca domestica. BMC Physiol. 2008, 8: 18-10.1186/1472-6793-8-18.
Li X, Schuler MA, Berenbaum MR: Jasmonate and salicylate induce expression of herbivore cytochrome P450 genes. Nature. 2002, 419 (6908): 712-715. 10.1038/nature01003.
Maibeche-Coisne M, Merlin C, Francois MC, Porcheron P, Jacquin-Joly E: P450 and P450 reductase cDNAs from the moth Mamestra brassicae: cloning and expression patterns in male antennae. Gene. 2005, 346: 195-203.
Rose RL, Goh D, Thompson DM, Verma KD, Heckel DG, Gahan LJ, Roe RM, Hodgson E: Cytochrome P450 (CYP)9A1 in Heliothis virescens: the first member of a new CYP family. Insect Biochem Mol Biol. 1997, 27 (6): 605-615. 10.1016/S0965-1748(97)00036-2.
Yang Y, Chen S, Wu S, Yue L, Wu Y: Constitutive overexpression of multiple cytochrome P450 genes associated with pyrethroid resistance in Helicoverpa armigera. J Econ Entomol. 2006, 99 (5): 1784-1789. 10.1603/0022-0493-99.5.1784.
Yamamoto K, Ichinose H, Aso Y, Fujii H: Expression analysis of cytochrome P450s in the silkmoth, Bombyx mori. Pestic Biochem Phys. 2010, 97 (1): 1-6. 10.1016/j.pestbp.2009.11.006.
Yoon KS, Strycharz JP, Baek JH, Sun W, Kim JH, Kang JS, Pittendrigh BR, Lee SH, Clark JM: Brief exposures of human body lice to sublethal amounts of ivermectin over-transcribes detoxification genes involved in tolerance. Insect Mol Biol. 2011, 20 (6): 687-699. 10.1111/j.1365-2583.2011.01097.x.
Maibeche-Coisne M, Monti-Dedieu L, Aragon S, Dauphin-Villemant C: A new cytochrome P450 from Drosophila melanogaster, CYP4G15, expressed in the nervous system. Biochem Biophys Res Commun. 2000, 273 (3): 1132-1137. 10.1006/bbrc.2000.3058.
Sutherland TD, Unnithan GC, Andersen JF, Evans PH, Murataliev MB, Szabo LZ, Mash EA, Bowers WS, Feyereisen R: A cytochrome P450 terpenoid hydroxylase linked to the suppression of insect juvenile hormone synthesis. Proc Natl Acad Sci USA. 1998, 95 (22): 12884-12889. 10.1073/pnas.95.22.12884.
Maibeche-Coisne M, Jacquin-Joly E, Francois MC, Nagnan-Le Meillour P: cDNA cloning of biotransformation enzymes belonging to the cytochrome P450 family in the antennae of the noctuid moth Mamestra brassicae. Insect Mol Biol. 2002, 11 (3): 273-281. 10.1046/j.1365-2583.2002.00335.x.
Pridgeon JW, Zhang L, Liu N: Overexpression of CY4G19 associated with a pyrethroid-resistant strain of the German cockroach, Blattella germanica (L.). Gene. 2003, 314: 157-163.
Scharf ME, Parimi S, Meinke LJ, Chandler LD, Siegfried BD: Expression and induction of three family 4 cytochrome P450 (CYP4) genes identified from insecticide-resistant and susceptible western corn rootworms, Diabrotica virgifera virgifera. Insect Mol Biol. 2001, 10: 139-146. 10.1046/j.1365-2583.2001.00248.x.
Shen B, Dong HQ, Tian HS, Ma L, Li XL, Wu GL, Zhu CL: Cytochrome P450 genes expressed in the delatmethrin-susceptible and -resistant strains of Culex pipiens pallens. Pestic Biochem Phys. 2003, 75: 19-26. 10.1016/S0048-3575(03)00014-2.
Yang P, Tanaka H, Kuwano E, Suzuki K: A novel cytochrome P450 gene (CYP4G25) of the silkmoth Antheraea yamamai: cloning and expression pattern in pharate first instar larvae in relation to diapause. J Insect Physiol. 2008, 54 (3): 636-643. 10.1016/j.jinsphys.2008.01.001.
Nebert DW, Nelson DR, Feyereisen R: Evolution of the cytochrome P450 genes. Xenobiotica. 1989, 19 (10): 1149-1160. 10.3109/00498258909043167.
Ohta T: Multigene families and the evolution of complexity. J Mol Evol. 1991, 33 (1): 34-41. 10.1007/BF02100193.
Gotoh O: Evolution and differentiation of P-450 genes. Cytochrome P-450. Edited by: Omura T, Ishimura Y, Fujii-Kuriyama Y. 1993, New York: VCH, 255-272.
Feenstra KA, Starikov EB, Urlacher VB, Commandeur JN, Vermeulen NP: Combining substrate dynamics, binding statistics, and energy barriers to rationalize regioselective hydroxylation of octane and lauric acid by CYP102A1 and mutants. Protein Sci. 2007, 16 (3): 420-431. 10.1110/ps.062224407.
Omura T: Mitochondrial P450s. Chem Biol Interact. 2006, 163 (1–2): 86-93.
Omura T: Structural diversity of cytochrome P450 enzyme system. J Biochem. 2010, 147 (3): 297-306. 10.1093/jb/mvq001.
Bogwitz MR, Chung H, Magoc L, Rigby S, Wong W, O’Keefe M, McKenzie JA, Batterham P, Daborn PJ: Cyp12a4 confers lufenuron resistance in a natural population of Drosophila melanogaster. Proc Natl Acad Sci USA. 2005, 102 (36): 12807-12812. 10.1073/pnas.0503709102.
Giraudo M, Unnithan GC, Le Goff G, Feyereisen R: Regulation of cytochrome P450 expression in Drosophila: genomic insights. Pestic Biochem Physiol. 2010, 97 (2): 115-122. 10.1016/j.pestbp.2009.06.009.
David JP, Strode C, Vontas J, Nikou D, Vaughan A, Pignatelli PM, Louis C, Hemingway J, Ranson H: The Anopheles gambiae detoxification chip: a highly specific microarray to study metabolic-based insecticide resistance in malaria vectors. Proc Natl Acad Sci USA. 2005, 102 (11): 4080-4084. 10.1073/pnas.0409348102.
Parthasarathy R, Tan A, Bai H, Palli SR: Transcription factor broad suppresses precocious development of adult structures during larval-pupal metamorphosis in the red flour beetle, Tribolium castaneum. Mech Dev. 2008, 125 (3–4): 299-313.
Bai H, Zhu F, Shah K, Palli SR: Large-scale RNAi screen of G protein-coupled receptors involved in larval growth, molting and metamorphosis in the red flour beetle. BMC Genomics. 2011, 12: 388-10.1186/1471-2164-12-388.
Saxonov S, Daizadeh I, Fedorov A, Gilbert W: EID:The intron-exon database-An exaustive database of protein-coding intron-containing genes. Nucleic Acids Res. 2000, 28: 185-190. 10.1093/nar/28.1.185.
Rogozin IB, Wolf YI, Sorokin AV, Mirkin BG, Koonin EV: Remarkable interkingdom conservation of intron positions and massive, lineage-specific intron loss and gain in eukaryotic evolution. Curr Biol. 2003, 13 (17): 1512-1517. 10.1016/S0960-9822(03)00558-X.
Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S: MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol. 2011, 28 (10): 2731-2739. 10.1093/molbev/msr121.
Hall BG: Phylogenetic trees made easy: a how-to manual. 2008, Sunderland-Massachusetts: Sinauer Associates, Inc
Roy A, Kucukural A, Zhang Y: I-TASSER: a unified platform for automated protein structure and function prediction. Nat Protoc. 2010, 5 (4): 725-738. 10.1038/nprot.2010.5.
Zhang J, Liang Y, Zhang Y: Atomic-level protein structure refinement using fragment-guided molecular dynamics conformation sampling. Structure. 2011, 19 (12): 1784-1795. 10.1016/j.str.2011.09.022.
Laskowski RA, Macarthur MW, Moss DS, Thornton JM: Procheck- a program to check the stereochemical quality of protein structures. J Appl Cryst. 1993, 26: 283-291. 10.1107/S0021889892009944.
Trott O, Olson AJ: AutoDock vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J Comput Chem. 2010, 31 (2): 455-461.
Irwin JJ, Sterling T, Mysinger MM, Bolstad ES, Coleman RG: ZINC: a free tool to discover chemistry for biology. J Chem Inf Model. 2012, 52 (7): 1757-1768. 10.1021/ci3001277.
Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ: Autodock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem. 2009, 16: 2785-2791.
We thank Dr. R.W. Beeman (U.S. Grain Marketing Research Laboratory of USDA) for providing Tribolium castaneum strains and Dr. Byron Reid (Bayer Environmental Sciences) for the gift of technical grade deltamethrin. This work was supported by the US Department of Agriculture National Research Initiative Cooperative State Research, Education, and Extension Service Grant 2007-04636 and National Research Initiative of the USDA-NIFA (2011-67013-30143) to S.R.P. This is contribution number 13-08-41 from the Kentucky Agricultural Experimental Station.
The authors declare that there are no competing interests.
FZ, TWM and SRP designed research. FZ, TWM and KS performed experiments. FZ and TWM analyzed data. FZ, TWM and SRP wrote the paper. All authors read and approved the final manuscript.
Electronic supplementary material
Additional file 4: Differential expressions of clustered genes between resistant QTC279 and susceptible LBS strains. The expression levels were normalized by rp49, the endogenous control. All data was averaged by three replicates. The result was shown as the mean + SE. (PDF 32 KB)
Additional file 5: Induction of clustered genes in QTC279 strain following treatment of deltamethrin. The expression of these genes was analyzed by qRT-PCR as described in the methods. Relative expression level was normalized by rp49. The result was shown as the mean ±SEM (n= 3). There was no significant difference in the level of expression among samples with the same alphabetic letter (i.e. a, b, c) (P < 0.05). (PDF 43 KB)
Additional file 6: Sequence alignment for CYP6BQ8, 9, 10, 11. Within 4.5 Å of deltamethrin, the predicted CYP6BQ8, CYP6BQ9, CYP6BQ10 and CYP6BQ11 catalytic sites contact with residues which were labeled in red color. (PDF 46 KB)
Authors’ original submitted files for images
Below are the links to the authors’ original submitted files for images.
About this article
Cite this article
Zhu, F., Moural, T.W., Shah, K. et al. Integrated analysis of cytochrome P450 gene superfamily in the red flour beetle, Tribolium castaneum. BMC Genomics 14, 174 (2013). https://doi.org/10.1186/1471-2164-14-174
- Insecticide resistance
- Gene cluster
- Molecular docking
- Mitochondrial CYPs