- Research article
- Open Access
Virtual screening of gene expression regulatory sites in non-coding regions of the infectious salmon anemia virus
© Díaz et al.; licensee BioMed Central Ltd. 2014
- Received: 31 March 2014
- Accepted: 9 July 2014
- Published: 28 July 2014
Members of the Orthomyxoviridae family, which contains an important fish pathogen called the infectious salmon anemia virus (ISAV), have a genome consisting of eight segments of single-stranded RNA that encode different viral proteins. Each of these segments is flanked by non-coding regions (NCRs). In other Orthomyxoviruses, sequences have been shown within these NCRs that regulate gene expression and virulence; however, only the sequences of these regions are known in ISAV, and a biological role has not yet been attributed to these regions. This study aims to determine possible functions of the NCRs of ISAV.
The results suggested an association between the molecular architecture of NCR regions and their role in the viral life cycle. The available NCR sequences from ISAV isolates were compiled, alignments were performed to obtain a consensus sequence, and conserved regions were identified in this consensus sequence. To determine the molecular structure adopted by these NCRs, various bioinformatics tools, including RNAfold, RNAstructure, Sfold, and Mfold, were used. This hypothetical structure, together with a comparison with influenza, yielded reliable secondary structure models that lead to the identification of conserved nucleotide positions on an intergenus level. These models determined which nucleotide positions are involved in the recognition of the vRNA/cRNA by RNA-dependent RNA polymerase (RdRp) or mRNA by the ribosome.
The information obtained in this work allowed the proposal of previously unknown sites that are involved in the regulation of different stages of the viral cycle, leading to the identification of new viral targets that may assist future antiviral strategies.
- Non coding region
- Infectious salmon anemia virus
The infectious salmon anemia virus (ISAV) is a member of the Orthomyxoviridae family and the genus Isavirus[1, 2]. The infectious cycle of these viruses involves the synthesis of three types of RNA that are associated with different stages of infection in the host cell. The viral RNA (vRNA) genome is found in the virion. The vRNA is released into the cytoplasm of the infected cell and transported to the nucleus for viral transcription and replication. During transcription, the vRNA serves as a template for the synthesis of messenger RNA (mRNA), which is necessary for the production of viral proteins. In turn, the identical vRNA is replicated to generate copies of the genomic segments by synthesis of complementary positive polarity RNA (cRNA). The cRNA is used as a template for the generation of new genomes for future viral progeny . Open reading frames (ORFs) on each genomic segment are flanked on their terminal ends by non-coding regions (NCRs). These NCRs are related to the regulation of the viral infectious cycle [3–6].
The NCRs contain conserved sequences that vary in length among the various genera of the family Orthomyxoviridae[3, 7]. The first 12 and 13 nucleotides have been reported to correspond to conserved sequences in the 3′ and 5′ ends, respectively, of all segments of the influenza A vRNA [7, 8]. Structurally, these conserved sequences in influenza A have been described as partially complementary and capable of interacting in cis within each segment of RNA. This interaction forms structures called panhandles [5, 9]. In Orthomyxoviruses, transcription of the genome requires vRNA to act as a template for each genomic segment; for transcription to occur, the conformation adopted via the folding of the NCR is essential .
Despite technological advances, experimentally determining the exact secondary structure adopted by RNA is difficult . Therefore, generating an accurate prediction of the structures that RNAs will form is relevant in the understanding of the relationship between their structure and function. In Orthomyxoviruses, the folding of the NCR determines its function during the viral life cycle, as has been reported for influenza A, B, and C and for thogotovirus [3, 9, 11–14]. Within the NCR, nucleotides are involved in the recognition of the viral RNA-dependent RNA polymerase (RdRp) and signals responsible for the termination of transcription and polyadenylation [15, 16]. Therefore, these regions are vital to the replication and transcription of the viral genome .
Other studies have attributed a regulatory role in viral protein translation to the NCRs based on the observation that the 5′ NCR of the influenza viral mRNA contains critical determinants that ensure selective translation over cellular mRNAs . Specific sequences within the NCRs have been shown to be involved in virulence, resulting in the NCRs being proposed as candidate modulators of pathogenicity .
Limited knowledge is available for the NCRs in ISAV, and few sequences for these elements from ISAV have been reported [4, 5, 20, 21]. However, the availability of these sequences would allow an increase in the depth of knowledge on the structure and function of the NCRs of ISAV, using the influenza virus as a model. Therefore, this study aims to determine possible functions of the NCRs of ISAV by proposing an association between their molecular architecture and their role in the viral life cycle. Thus, available non-coding sequences for ISAV isolates were collected, alignments were performed to obtain a consensus sequence of NCRs within the genus Isavirus, and conserved regions were determined in these sequences by comparing ISAV with other Orthomyxoviruses. Secondary structure modeling of the NCRs from each isolate was then conducted, and possible structural motifs related to regulation of gene expression in ISAV were identified.
Analysis of non-coding regions in ISAV
Identification of conserved nucleotides and consensus sequence of the NCRs of ISAV
Based on the alignments described above (Additional file 1: Figure S1), conserved regions at the termini of each NCR in the viral genome were identified. Consensus sequences for the 3′ and 5′ NCRs of the genomic segments of ISAV were then generated. These consensus sequences are presented graphically in Figure 1B, in which the proportion of each nucleotide base is indicated by the font size. Within a consensus sequence, positions were identified that contained 100% identity between the different isolates of ISAV (intragenus conservation, Figure 1B, red letters). The consensus sequence at the 3′ end of the NCR comprised 12 nucleotides and had high conservation until position 8 (Figure 1B), and segment 5 was the only segment that presented differences from this sequence (Additional file 1: Figure S1). Furthermore, the consensus sequence of the 5′ NCR contained 21 nucleotides. The terminal 8 nucleotides presented 100% intragenus conservation (red letters), except for position 4, which had an A→U variation in segment 3 (Figure 1B). Downstream, positions 17 and 18 were conserved at the intragenus level and corresponded to a location described by other authors [4, 20, 21] as a possible polyadenylation signal (U stretch) (Figure 1B). To examine which nucleotides were conserved at the intergenus level, the consensus sequences obtained from both NCRs of ISAV were compared with the information available for NCRs in influenza A [14, 22]. At the 3′ end of the NCR, the positions described as being conserved at the intragenus level were also conserved at the intergenus level (Figure 1B, asterisk above each nucleotide position). At the end of the 5′ NCR, of the 10 nucleotides that were conserved at the intragenus level, 8 remained conserved at the intergenus level in comparison with influenza (Figure 1B, asterisk above each nucleotide position).
Description of gene expression regulatory elements
Structural motifs in vRNA involved in viral transcription and in cRNA involved in viral replication
These structural motifs observed in ISAV are analogous to those described in the panhandle structure of influenza [8, 9, 15]. The formation of this type of structure in the NCRs of influenza is crucial, as these structures contain the nucleotides that form the binding site for the RdRp. The nucleotide positions involved in the recognition of viral RdRp in the 5′ NCR of influenza correspond to A1, G2, U3, A7, A8, C9, A10, A11, and G12 and in the 3′ NCR correspond to U1, C2, G3, and C11[9, 15, 17]. Of this set of nucleotides described in influenza, six were found to be conserved in the 5′ NCR of ISAV, and four were conserved in the 3′ NCR of ISAV (Figure 2, positions marked by circles in the vRNA Model). In both NCRs, the nucleotides potentially involved in the recognition of the RdRp were located in the Stem I and Stem II motifs and in the Denatured Region. These nucleotides are highlighted with circles in Figure 2.
Replication of the viral genome involves the conversion of cRNA to vRNA. Therefore, we also modeled the secondary structure formed between the terminal ends of the cRNA to determine which nucleotides may be involved in genome replication. In contrast to the general model observed for the vRNA, the folding observed for each segment of the cRNA (Additional file 3: Figure S3) can be grouped into two consensus secondary structure models (Figure 2, cRNA Model I and II). Model I contained the identical structural motifs observed in the vRNA, and these motifs were similarly organized. Model II also maintained the identical organization as observed in the vRNA; however, a stem structure of greater length was interrupted by a Denatured Region II to generate stem structures II and III in this model. After a comparison with influenza, as was done for the vRNA, candidate cRNAs were not identified that interact with the RdRp in the 3′ NCR. By contrast, in the 5′ NCR, positions A1, C3, A4, and A5 were identified as candidates for interacting with the RdRp (Figure 2, positions marked with circles in the cRNA Model I and II). These nucleotides are located in positions that are highly conserved in comparison with influenza A . This is the first identification of a putative RdRp binding site in ISAV.
To validate our observations, the 2D models obtained in this study for segment 8 (Additional file 2: Figures S2 and Additional file 3: Figure S3) were compared with the experimental results obtained by Brinson and colleagues . Our bioinformatics analysis showed that the secondary structure model obtained for segment 8 had identical regions to those described experimentally and even predicted the non-canonical U-G interactions previously detected by NMR experiments.
Elements regulating viral translation
Strength of context surrounding the AUG codons (Kozak sequence) in the mRNA of each segment of ISAV
CUAA GAAUG G
Optimal + 0
AUAA CC AUG G
Optimal + 2
UAAG AGAUG G
Optimal + 0
UUC A AGAUG G
Optimal + 1
UUAA AGAUG G
Optimal + 0
GC AA AGAUG G
Optimal + 2
UC UA C AAUG G
Optimal + 2
8 ORF 1 (R, N)
UUUA CC AUG A
Strong + 2
8 ORF 1 (3, 9, A, G)
UC UA CC AUG A
Strong + 3
8 ORF 2
AUC A C AAUG G
Optimal + 2
Regulatory elements involved in transcription termination
Characterization of the U stretch region in the 3′ NCR of the vRNA
Distance from 5′ end of vRNA
4 - 5
Previous studies have suggested that ISAV uses mechanisms similar to those of other members of the family Orthomyxoviridae to perform molecular processes in the viral life cycle [2, 4, 5, 25]. In these viruses, the interaction of the terminal regions of the NCRs and the subsequent formation of panhandle structures  are key in performing these processes.
The analysis of the ISAV isolates included in this study revealed that the NCRs possess highly conserved areas, both among segments of the same isolate and among isolates (intragenus). This feature has also been described in influenza, whose terminal NCR ends have low divergences and a slower speed of evolution compared to the ORFs of each genomic segment . This phenomenon is rational from a functional point of view, as the promoters for replication and transcription are found in these regions in several genera of the family Orthomyxoviridae[3, 8, 13, 26]. These observations support the hypothesis that the NCRs also contain viral cycle regulatory sequences in ISAV.
In this work, conserved nucleotide positions in ISAV were identified that are homologous to nucleotides that have been described as candidates for interaction with the RdRp in influenza (Figure 2). This information is particularly relevant when analyzed in conjunction with the predicted folding model because, in addition to the identities of nucleotides, the viral polymerase is also able to recognize the molecular architecture in which nucleotides are immersed . In ISAV, complementarity between the 3′ and 5′ ends of the NCRs of the genomic segments has been theoretically shown [4, 5, 20]. However, only the Brinson group  has experimentally confirmed the interaction of the NCR in segment 8 by nuclear magnetic resonance (NMR) analysis and thermal melting data. This group identified pairing between nucleotides present in the 3′ and 5′ ends of termini of the vRNA and the cRNA. To verify the results obtained in this study, the 2D models obtained for segment 8 (Additional file 2: Figures S2 and Additional file 3: Figure S3) were compared with the experimental result obtained by Brinson and colleagues (2011). Our bioinformatics analysis predicted a secondary structure for segment 8 that contained the identical regions as those described experimentally. Moreover, non-canonical U-G interactions were formed in our model that was also detected in the NMR experiments. The agreement obtained between our data and the experimental results serves to support the models predicted with the methodology utilized in this report.
Our 2D modeling shows that the location of the nucleotides contacting the viral polymerase and the molecular architecture of this contact region are similar to those described for influenza A . In influenza, the less stable loop and stem regions have been described to be favorably recognized by the polymerase [10, 15]. In our proposed model for ISAV, stem I is conserved in both the vRNA and the cRNA in all isolates; thus, influenza likely forms a similar structure. In addition, an adenine is at the 5′ terminus of the vRNA and in the complementary cRNA. The presence of the adenine at that position has been reported in influenza, in which this nucleotide has been shown to be involved in the initiation of the synthesis of vRNA and cRNA .
Pathogenicity of the ISAV isolates used in this study
Pathogenicity in S. salar
100% cumulated mortality
95% cumulated mortality
79% cumulated mortality
67,5% cumulated mortality
ADL-PM 3205 ISAV07
Chilean isolated HPR-5
The information obtained in this work allowed us to propose previously unknown sites that are involved in the regulation of different stages of the viral cycle, identifying new viral targets that may assist the development of future antiviral anti-sense strategies.
Nucleotide sequences were compiled from the NCRs of eight genomic segments of six viral isolates of ISAV belonging to both the European (E) and North American (NA) genotypes. The isolates used in this study were ADL-PM 3205 ISAV07 (Isolate AD, E genotype), NBISA01 (Isolate NB, NA genotype) , 390/98 (Isolate 39, E genotype), 982/08 (Isolate 98, E genotype), Glesvaer/2/90 (Isolate GL, E genotype), and RPC NB 98/049 (Isolate RP, NA genotype) . To date, these sequences correspond to all of the available information covering sequenced NCRs. No partial sequences are available.
Sequence analysis: identification of conserved regions and consensus sequence
To define the boundary between the NCR and the respective viral ORF, a search for the start codon of each gene segment was conducted (Additional file 1: Figure S1). The vRNA and cRNA NCR sequences were then aligned using ClustalOmega program (http://www.clustal.org/omega/), locARNA (http://rna.informatik.uni-freiburg.de/LocARNA) and MAFT (http://mafft.cbrc.jp/alignment/server/) to determine conserved regions between segments and isolates. All three programs were run with default settings. A consensus sequence was generated for the NCRs of the genus Isavirus based on the consensus sequence of the influenza A virus  as a model to search for conserved genomic regions at the intergenus level.
Description of the expression of gene regulatory element
A search was performed to discover the signals responsible for the regulation of different stages of the viral life cycle. To determine sequences related to the initiation of transcription, all nucleotides that were described in the influenza A vRNA as binding sites for the viral RNA polymerase determined using a bibliographic search [8, 9, 15, 35] were used to propose potential candidates for regulating this interaction in ISAV. Concurrently, 2D modeling of the interaction of the NCRs of the vRNA was performed to analyze the formation of structural domains similar to those described in the influenza vRNA. This analysis was performed for each genome segment of the six available ISAV isolates. To this end, four computer programs that minimized free energy were used: RNAfold (http://rna.tbi.univie.ac.at/cgi-bin/RNAfold.cgi), RNAalifold (http://rna.tbi.univie.ac.at/cgi-bin/RNAalifold.cgi), RNAstructure (http://rna.urmc.rochester.edu/RNAstructureWeb/), Sfold (http://sfold.wadsworth.org/cgi-bin/srna.pl), locARNA (http://rna.informatik.uni-freiburg.de/LocARNA) and Mfold (http://mfold.rna.albany.edu/?q = mfold/RNA-Folding-Form). For all programs, 15 °C was used as the temperature setting. In parallel, the folding of the NCR of segment eight was modeled in 3D using the program RNAcomposer (http://rnacomposer.cs.put.poznan.pl) to visualize the spatial distribution of the molecular architecture observed in the 2D models. To determine sequences related to the initiation of replication, an analysis was conducted similar to the analysis mentioned above. However, the analysis was modified so that the cRNA of the viral segments was used as the template to search for nucleotide candidates that interact with the viral RNA polymerase  and for 2D and 3D modeling.
A separate search strategy was used to identify sites that regulate viral translation. The 5′ NCR end of the mRNA was analyzed for the degree of similarity to the Kozak consensus sequence (GCCA/GCCAUGG), in which the A of the AUG corresponds to the +1 position [23, 24] of the AUG start codon of each viral protein for each isolate. An arbitrary ranking of the strength of the AUG as a Kozak sequence was assigned according to the presence or absence of two nucleotides critical for efficient translation initiation, A/G-3 and A+4, and intermediate values 0 to +5 were included based on the presence or absence of the remaining nucleotides in the Kozak consensus determined in this study. Using these data, a score of the strength of the genomic context for the AUGs in the segments of the studied isolates (according to ) was generated. If the two critical nucleotides were present surrounding the AUG, then this AUG was classified as optimal for translation initiation; when only one matched, the AUG was considered a strong candidate for translation initiation; if there was no match with the consensus sequence, then the AUG was classified as a weak candidate for translation initiation. To determine the signals involved in the termination of transcription and the polyadenylation signal, a U stretch was identified in the 3′ end of the NCR by homology to influenza based on previously described data [4, 16].
This work was supported by the grants Fondecyt Postdoctorado #3120081 and Fondef D10I1056. A. Navarrete was supported by a doctoral fellowship from CONICYT-Chile. G. Higuera was supported by a fellowship from the Doctorado en Ciencias Silvoagropecuarias, Universidad de Chile.
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