Logo of viroljBioMed CentralBiomed Central Web Sitesearchsubmit a manuscriptregisterthis articleVirology JournalJournal Front Page
Virol J. 2009; 6: 144.
Published online 2009 Sep 17. doi:  10.1186/1743-422X-6-144
PMCID: PMC2754452

A potentially novel overlapping gene in the genomes of Israeli acute paralysis virus and its relatives


The Israeli acute paralysis virus (IAPV) is a honeybee-infecting virus that was found to be associated with colony collapse disorder. The IAPV genome contains two genes encoding a structural and a nonstructural polyprotein. We applied a recently developed method for the estimation of selection in overlapping genes to detect purifying selection and, hence, functionality. We provide evolutionary evidence for the existence of a functional overlapping gene, which is translated in the +1 reading frame of the structural polyprotein gene. Conserved orthologs of this putative gene, which we provisionally call pog (predicted overlapping gene), were also found in the genomes of a monophyletic clade of dicistroviruses that includes IAPV, acute bee paralysis virus, Kashmir bee virus, and Solenopsis invicta (red imported fire ant) virus 1.


Colony collapse disorder (CCD) is a syndrome characterized by the mass disappearance of honeybees from hives [1]. CCD imperils a global resource estimated at approximately $200 billion [2]. For example, it has been estimated that up to 35% of hives in the US may have been affected [3]. Many culprits have been suggested as causal factors of CCD, among them fungal, bacterial, and protozoan diseases, external and internal parasites, in-hive chemicals, agricultural insecticides, genetically modified crops, climatic factors, changed cultural practices, and the spread of cellular phones [1]. The Israeli acute paralysis virus (IAPV), a positive-strand RNA virus belonging to the family Dicistroviridae, was found to be strongly correlated with CCD [4]. It was first isolated in Israel [5], but was later found to have a worldwide distribution [4,6,7].

The genome of IAPV contains two long open reading frames (ORFs) separated by an intergenic region. The 5' ORF encodes a structural polyprotein; the 3' ORF encodes a non-structural polyprotein [5]. The non-structural polyprotein contains several signature sequences for helicase, protease, and RNA-dependent RNA polymerase [5]. The structural polyprotein, which is located downstream of the non-structural polyprotein, encodes two (and possibly more) capsid proteins.

Overlapping genes are easily missed by annotation programs [8], as evidenced by the fact that several overlapping genes were only detected by using the signatures of purifying selection [9-13]. Here, we apply a recently developed method for the detection of selection in overlapping reading frames [14] to the genome of IAPV and its relatives.

Results and Discussion

In the fourteen completely sequenced dicistroviral genomes (Table (Table1),1), we identified 43 same-strand overlapping ORFs of lengths equal or greater than 60 codons on the positive strand. Ten overlapping ORFs were found in concordant genomic locations in two or more genomes. The concordant overlapping ORFs were assigned to three orthologous clusters (Table (Table2).2). The overlapping ORFs in all three clusters are phase-1 overlaps, i.e., shifted by one nucleotide relative to the reading-frames of the known polyprotein genes. Two of the orthologous clusters overlap the gene encoding the nonstructural polyprotein and one overlaps the reading frame of the structural polyprotein. (In appendix 1, we present the results concerning the overlapping ORFs on the negative strand. We note, however, that dicistroviruses are not known to be ambisense [15].)

Table 1
A list of completely sequenced dicistroviruses used in this study
Table 2
Clusters of orthologous overlapping ORFs on the positive strand

We identified a strong signature of purifying selection in cluster A that contains overlapping ORFs from four genomes: IAPV, Acute bee paralysis virus (ABPV), Kashmir bee virus (KBV), and Solenopsis invicta virus 1 (SINV-1) [16-18]. This ORF overlaps the 5' end of the structural polyprotein gene (Figure (Figure1A).1A). The detection of purifying selection is based on a method for the simultaneous estimation of selection intensities in overlapping genes [14]. To ascertain that each overlapping ORF is indeed subject to selection, we used the likelihood ratio test for two hierarchical models. In model 1, we assume no selection on the overlapping ORF. In model 2, the overlapping ORF is assumed to be under selection. If model 2 fits the data significantly better than model 1 (p < 0.05), then the overlapping ORF is predicted to be under selection and is most probably functional. The signature of selection was identified for the ORFs in the three bee viruses (IAPV, ABPV, and KBV). The protein product of the orthologous ORF in SINV-1 could not be tested for selection because the amino acid sequence identity between the ORF from SINV-1 and the ORFs from the three bee viruses (Table (Table3)3) is lower than the range of sequence identities for which the method can be applied (65-95%).

Table 3
Sequence conservation in comparisons of known orthologous proteins and orthologous products of overlapping ORFs.
Figure 1
Phylogenetic trees and schematic representation of the dicistrovirid genomes (a. structural polyprotein; b. non-structural polyprotein). Trees were inferred using the neighbor joining method [30] and rooted by the mid-point rooting method [31]. Numbers ...

An additional indication for selection on these ORFs was obtained by comparing the degrees of conservation of the hypothetical protein sequences of the overlapping ORFs against the protein sequences of the known genes (structural and nonstructural polyproteins, Table Table3).3). The degree of amino-acid conservation and, hence, sequence identity between orthologous protein-coding genes is influenced ceteris paribus by the intensity of purifying selection. If both overlapping genes are under similar strengths of selection, the amino-acid sequence identity of one pair of homologous genes would be similar to that of the overlapping pair. On the other hand, if a functional gene overlaps a non-functional ORF, the amino-acid identity between the hypothetical protein sequences of the non-functional ORFs would be much lower than that between the two homologous overlapping functional genes. We found that the degree of amino-acid conservation of the overlapping sequence identity between pairs of overlapping ORFs in cluster A is only slightly lower than that of the known gene (maximum of 12% difference between IAPV and SINV-1 in cluster A, Table Table3).3). In contrast, the amino-acid sequence identity between ORF pairs in clusters B and C is much lower than that between the pairs of known genes (maximum of 44% difference between CrPV and DCV in cluster C, Table Table33).

The signature of purifying selection on the ORFs in cluster A suggests that they may encode functional proteins. We provisionally term this gene pog (predicted overlapping gene). In Figure Figure1,1, we show that pog is found in the genomes of four viruses that constitute a monophyletic clade, but not in any other dicistrovirid genome (Figure (Figure1A).1A). Its phylogenetic distribution suggests that pog originated before the divergence of SINV-1 from the three bee viruses. The phylogenetic distributions of the ORFs in clusters B and C (Figure (Figure1B)1B) are patchy. This patchiness is an additional indication that the overlapping ORFs in clusters B and C are spurious, i.e., non-functional.

An examination of the DNA alignment of pog (Figures (Figures2)2) reveals a conservation of the first potential start codon (ATG or CTG) in the +1 reading frame in three out of the four viral genomes (IAPV, ABPV, and SINV-1). As seen in Figure Figure3,3, this conservation cannot be explained by constraints on the overlapping polyprotein, in which the corresponding site is variable and encodes different amino acids (His, Asn, and Pro, in IAPV, ABPV, and SINV-1, respectively). We note, however, that we did not find a conserved Kozak consensus sequence [19] upstream of the potential initiation site. This situation is similar to that described in [13].

Figure 2
Codon alignment of the 5' overlap region between the structural polyprotein and the hypothetical gene. The alignment is shown in the reading frame of the hypothetical gene. The annotated initiation site of the polyproteins is underlined. The first potential ...
Figure 3
The amino-acid alignment of the overlap region between the structural polyprotein and the hypothetical gene (+1 reading frame). The annotated initiation site of the polyproteins is marked in blue. The first potential initiation site (AUG or CUG) of the ...

A protein motif search resulted in several matches, all with a weak score. Two patterns were found in all four proteins: (1) a signature of rhodopsin-like GPCRs (G protein-coupled receptors), and (2) a protein kinase C phosphorylation site (Figure (Figure3).3). Prediction of the secondary structures [20] suggests that the proteins contain two conserved helix domains, separated by 3-5 residues (except for SINV-1, in which one long domain is predicted), at the C-terminus (Figure (Figure3).3). A search for transmembrane topology [21] indicates that the longer helix may be a transmembranal segment (Figure (Figure3).3). Although viruses often use GPCRs to exploit the host immune system through molecular mimicry [22-25], the lengths of the proteins encoded by pog are shorter than the average virus-encoded GPCR. Therefore, these proteins may have a different function.


In this note, we provide evolutionary evidence (purifying selection) for the existence of a functional overlapping gene, pog, in the genomes of IAPV, ABPV, KBV, and SINV-1. To our knowledge, this putative gene, whose coding region overlaps the structural polyprotein, has not been described in the literature before.


Sequence Data, Processing, and Analysis

Fourteen completely sequenced dicistrovirid genomes were obtained from NCBI (Table (Table1).1). Each genome was scanned for the presence of overlapping ORFs. We used BLASTP [26] with the protein sequences of the known genes to identify matches of orthologous overlapping ORFs (E value < 10-6). Matching overlapping ORFs were assigned into clusters. Within each cluster, we aligned the amino-acid orthologs by using the sequences of the known genes as references. If alignment length of the overlapping sequence exceeded 60 amino-acids, and if the amino-acid sequence identity among the hypothetical genes within a cluster was higher than 65%, we tested for selection on the hypothetical gene (see below).

We aligned the protein sequences of the two polyproteins with CLUSTAW [27] as implemented in the MEGA package [28]. Alignment quality was confirmed using HoT [29]. We reconstructed two phylogenetic trees (one for each polyprotein) by applying the neighbor joining method [30], as implemented in the MEGA package [28]. Trees were rooted by the mid-point rooting method [31] and confidence of each branch was estimated by bootstrap with 1000 replications.

Detection of Selection in Overlapping Genes

We used the method of Sabath et al. [14] for the simultaneous estimation of selection intensities in overlapping genes. This method uses a maximum-likelihood framework to fit a Markov model of codon substitution to data from two aligned homologous overlapping sequences. To predict functionality of an ORF that overlaps a known gene, we modified an existing approach for predicting functionality in non-overlapping genes [32]. Given two aligned orthologous overlapping sequences, we estimate the likelihood of two hierarchical models. In model 1, there is no selection on the ORF. In model 2, the ORF is assumed to be under selection. The likelihood-ratio test is used to test whether model 2 fits the data significantly better than model 1, in which case, the ORF is predicted to be under selection and most probably functional.


We looked for motifs within the inferred protein sequences encoded by the overlapping ORF by using the motif search server http://motif.genome.jp/ and the My-Hits server http://hits.isb-sib.ch/cgi-bin/PFSCAN with the following motif databases: PRINTS [33], PROSITE [34], and Pfam [35]. We used PSIPRED [20] to predict secondary structure, and MEMSAT [21] to predict transmembrane protein topology.

Competing interests

The authors declare that they have no competing interests.

Authors' contributions

NS carried out the analysis and wrote the draft manuscript. NP performed the motif search. DG and NP contributed to the interpretation of the results and the final version.

All authors have read and approved the manuscript.

Appendix 1

Overlapping ORFs on the negative strand

In the fourteen completely sequenced dicistroviruse genomes (Table (Table1),1), we identified 240 overlapping ORFs of length equal or greater than 60 codons on the negative strand. Of the 240 ORFs, 113 were found in concordant genomic locations in two or more genomes. The concordant overlapping ORFs were assigned into 29 clusters (Additional file 1). There are 9, 1, and 19 clusters in phase 0, 1, and 2, respectively. The cluster size ranges from 2 to 9. In two clusters, 5 and 10, both in phase 2, there is a weak signature of selection. However, this signature seems to be a false positive, which was driven by the unique structure of opposite-strand phase-2 overlap (Additional file 2). In this structure, codon positions one and two of one gene match codon positions two and one of the overlapping gene. This structure leads to a situation where most changes are either synonymous or nonsynonymous in both overlapping genes and occasionally, to false signal of purifying selection on the overlapping ORF. In addition, one of the clusters (cluster 10) does not constitute a monophyletic clade, and is, therefore, unlikely to be functional. We therefore conclude that dicistroviruses most probably do not encode proteins on the negative strand.

Supplementary Material

Additional file 1:

Clusters of orthologous overlapping ORFs on the negative strands of dicistrovirid genomes.

Additional file 2:

The corresponding codon positions of overlapping genes in opposite-strand phase-2. First and second codon positions, in which ~5% and 0% of the changes are synonymous, are marked in red. Third codon positions, in which ~70% of the changes are synonymous, are marked in blue.


We thank Dr. Ilan Sela and an anonymous reviewer for their comments. This work was supported in part by US National Library of Medicine Grant LM010009-01 to Dan Graur and Giddy Landan and by the Small Grants Program of the University of Houston.


  • Oldroyd BP. What's killing American honey bees? PLoS Biol. 2007;5:e168. doi: 10.1371/journal.pbio.0050168. [PMC free article] [PubMed] [Cross Ref]
  • Gallai N, Salles J-M, Settele J, Vaissière BE. Economic valuation of the vulnerability of world agriculture confronted with pollinator decline. Ecological Economics. 2009;68:810–821. doi: 10.1016/j.ecolecon.2008.06.014. [Cross Ref]
  • van Engelsdorp D, Hayes J, Jr, Underwood RM, Pettis J. A survey of honey bee colony losses in the U.S., fall 2007 to spring 2008. PLoS ONE. 2008;3:e4071. doi: 10.1371/journal.pone.0004071. [PMC free article] [PubMed] [Cross Ref]
  • Cox-Foster DL, Conlan S, Holmes EC, Palacios G, Evans JD, Moran NA, Quan PL, Briese T, Hornig M, Geiser DM, et al. A metagenomic survey of microbes in honey bee colony collapse disorder. Science. 2007;318:283–287. doi: 10.1126/science.1146498. [PubMed] [Cross Ref]
  • Maori E, Lavi S, Mozes-Koch R, Gantman Y, Peretz Y, Edelbaum O, Tanne E, Sela I. Isolation and characterization of Israeli acute paralysis virus, a dicistrovirus affecting honeybees in Israel: evidence for diversity due to intra- and inter-species recombination. J Gen Virol. 2007;88:3428–3438. doi: 10.1099/vir.0.83284-0. [PubMed] [Cross Ref]
  • Blanchard P, Schurr F, Celle O, Cougoule N, Drajnudel P, Thiery R, Faucon JP, Ribiere M. First detection of Israeli acute paralysis virus (IAPV) in France, a dicistrovirus affecting honeybees (Apis mellifera) J Invertebr Pathol. 2008;99:348–350. doi: 10.1016/j.jip.2008.07.006. [PubMed] [Cross Ref]
  • Palacios G, Hui J, Quan PL, Kalkstein A, Honkavuori KS, Bussetti AV, Conlan S, Evans J, Chen YP, vanEngelsdorp D, et al. Genetic analysis of Israel acute paralysis virus: distinct clusters are circulating in the United States. J Virol. 2008;82:6209–6217. doi: 10.1128/JVI.00251-08. [PMC free article] [PubMed] [Cross Ref]
  • Chen W, Calvo PA, Malide D, Gibbs J, Schubert U, Bacik I, Basta S, O'Neill R, Schickli J, Palese P, et al. A novel influenza A virus mitochondrial protein that induces cell death. Nat Med. 2001;7:1306–1312. doi: 10.1038/nm1201-1306. [PubMed] [Cross Ref]
  • Chung BY, Miller WA, Atkins JF, Firth AE. An overlapping essential gene in the Potyviridae. Proc Natl Acad Sci USA. 2008;105:5897–5902. doi: 10.1073/pnas.0800468105. [PMC free article] [PubMed] [Cross Ref]
  • Firth AE. Bioinformatic analysis suggests that the Orbivirus VP6 cistron encodes an overlapping gene. Virol J. 2008;5:48. doi: 10.1186/1743-422X-5-48. [PMC free article] [PubMed] [Cross Ref]
  • Firth AE, Atkins JF. Bioinformatic analysis suggests that the Cypovirus 1 major core protein cistron harbours an overlapping gene. Virol J. 2008;5:62. doi: 10.1186/1743-422X-5-62. [PMC free article] [PubMed] [Cross Ref]
  • Firth AE, Atkins JF. Bioinformatic analysis suggests that a conserved ORF in the waikaviruses encodes an overlapping gene. Arch Virol. 2008;153:1379–1383. doi: 10.1007/s00705-008-0119-5. [PubMed] [Cross Ref]
  • Firth AE, Atkins JF. Analysis of the coding potential of the partially overlapping 3' ORF in segment 5 of the plant fijiviruses. Virol J. 2009;6:32. doi: 10.1186/1743-422X-6-32. [PMC free article] [PubMed] [Cross Ref]
  • Sabath N, Landan G, Graur D. A method for the simultaneous estimation of selection intensities in overlapping genes. PLoS ONE. 2008;3:e3996. doi: 10.1371/journal.pone.0003996. [PMC free article] [PubMed] [Cross Ref]
  • Nguyen M, Haenni AL. Expression strategies of ambisense viruses. Virus Res. 2003;93:141–150. doi: 10.1016/S0168-1702(03)00094-7. [PubMed] [Cross Ref]
  • de Miranda JR, Drebot M, Tyler S, Shen M, Cameron CE, Stoltz DB, Camazine SM. Complete nucleotide sequence of Kashmir bee virus and comparison with acute bee paralysis virus. J Gen Virol. 2004;85:2263–2270. doi: 10.1099/vir.0.79990-0. [PubMed] [Cross Ref]
  • Govan VA, Leat N, Allsopp M, Davison S. Analysis of the complete genome sequence of acute bee paralysis virus shows that it belongs to the novel group of insect-infecting RNA viruses. Virology. 2000;277:457–463. doi: 10.1006/viro.2000.0616. [PubMed] [Cross Ref]
  • Valles SM, Strong CA, Dang PM, Hunter WB, Pereira RM, Oi DH, Shapiro AM, Williams DF. A picorna-like virus from the red imported fire ant, Solenopsis invicta: initial discovery, genome sequence, and characterization. Virology. 2004;328:151–157. doi: 10.1016/j.virol.2004.07.016. [PubMed] [Cross Ref]
  • Kozak M. Comparison of initiation of protein synthesis in procaryotes, eucaryotes, and organelles. Microbiol Rev. 1983;47:1–45. [PMC free article] [PubMed]
  • McGuffin LJ, Bryson K, Jones DT. The PSIPRED protein structure prediction server. Bioinformatics. 2000;16:404–405. doi: 10.1093/bioinformatics/16.4.404. [PubMed] [Cross Ref]
  • Jones DT. Improving the accuracy of transmembrane protein topology prediction using evolutionary information. Bioinformatics. 2007;23:538–544. doi: 10.1093/bioinformatics/btl677. [PubMed] [Cross Ref]
  • Murphy PM. Viral exploitation and subversion of the immune system through chemokine mimicry. Nat Immunol. 2001;2:116–122. doi: 10.1038/84214. [PubMed] [Cross Ref]
  • Lalani AS, McFadden G. Evasion and exploitation of chemokines by viruses. Cytokine Growth Factor Rev. 1999;10:219–233. doi: 10.1016/S1359-6101(99)00018-0. [PubMed] [Cross Ref]
  • McLysaght A, Baldi PF, Gaut BS. Extensive gene gain associated with adaptive evolution of poxviruses. Proc Natl Acad Sci USA. 2003;100:15655–15660. doi: 10.1073/pnas.2136653100. [PMC free article] [PubMed] [Cross Ref]
  • Hughes AL, Friedman R. Genome-wide survey for genes horizontally transferred from cellular organisms to baculoviruses. Mol Biol Evol. 2003;20:979–987. doi: 10.1093/molbev/msg107. [PubMed] [Cross Ref]
  • Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ. Basic local alignment search tool. J Mol Biol. 1990;215:403–410. [PubMed]
  • Thompson JD, Gibson TJ, Higgins DG. Multiple sequence alignment using ClustalW and ClustalX. Curr Protoc Bioinformatics. 2002;Chapter 2:3. [PubMed]
  • Kumar S, Nei M, Dudley J, Tamura K. MEGA: a biologist-centric software for evolutionary analysis of DNA and protein sequences. Brief Bioinform. 2008;9:299–306. doi: 10.1093/bib/bbn017. [PMC free article] [PubMed] [Cross Ref]
  • Landan G, Graur D. Heads or tails: a simple reliability check for multiple sequence alignments. Mol Biol Evol. 2007;24:1380–1383. doi: 10.1093/molbev/msm060. [PubMed] [Cross Ref]
  • Saitou N, Nei M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Mol Biol Evol. 1987;4:406–425. [PubMed]
  • Farris JS. Estimating phylogenetic trees from distance matrices. Am Nat. 1972;106:645–668. doi: 10.1086/282802. [Cross Ref]
  • Nekrutenko A, Makova KD, Li WH. The K(A)/K(S) ratio test for assessing the protein-coding potential of genomic regions: an empirical and simulation study. Genome Res. 2002;12:198–202. doi: 10.1101/gr.200901. [PMC free article] [PubMed] [Cross Ref]
  • Attwood TK, Blythe MJ, Flower DR, Gaulton A, Mabey JE, Maudling N, McGregor L, Mitchell AL, Moulton G, Paine K, Scordis P. PRINTS and PRINTS-S shed light on protein ancestry. Nucleic Acids Res. 2002;30:239–241. doi: 10.1093/nar/30.1.239. [PMC free article] [PubMed] [Cross Ref]
  • Hulo N, Bairoch A, Bulliard V, Cerutti L, De Castro E, Langendijk-Genevaux PS, Pagni M, Sigrist CJ. The PROSITE database. Nucleic Acids Res. 2006;34:D227–230. doi: 10.1093/nar/gkj063. [PMC free article] [PubMed] [Cross Ref]
  • Finn RD, Tate J, Mistry J, Coggill PC, Sammut SJ, Hotz HR, Ceric G, Forslund K, Eddy SR, Sonnhammer EL, Bateman A. The Pfam protein families database. Nucleic Acids Res. 2008;36:D281–288. doi: 10.1093/nar/gkm960. [PMC free article] [PubMed] [Cross Ref]

Articles from Virology Journal are provided here courtesy of BioMed Central
PubReader format: click here to try


Save items

Related citations in PubMed

See reviews...See all...

Cited by other articles in PMC

See all...


  • Gene (nucleotide)
    Gene (nucleotide)
    Records in Gene identified from shared sequence and PMC links.
  • MedGen
    Related information in MedGen
  • Nucleotide
    Primary database (GenBank) nucleotide records reported in the current articles as well as Reference Sequences (RefSeqs) that include the articles as references.
  • Protein
    Protein translation features of primary database (GenBank) nucleotide records reported in the current articles as well as Reference Sequences (RefSeqs) that include the articles as references.
  • PubMed
    PubMed citations for these articles

Recent Activity

Your browsing activity is empty.

Activity recording is turned off.

Turn recording back on

See more...