Abstract
A 29 nucleotide deletion in open reading frame 8 (ORF8) is the most obvious genetic change in severe acute respiratory syndrome coronavirus (SARS-CoV) during its emergence in humans. In spite of intense study, it remains unclear whether the deletion actually reflects adaptation to humans. Here we engineered full, partially deleted (−29 nt), and fully deleted ORF8 into a SARS-CoV infectious cDNA clone, strain Frankfurt-1. Replication of the resulting viruses was compared in primate cell cultures as well as Rhinolophus bat cells made permissive for SARS-CoV replication by lentiviral transduction of the human angiotensin-converting enzyme 2 receptor. Cells from cotton rat, goat, and sheep provided control scenarios that represent host systems in which SARS-CoV is neither endemic nor epidemic. Independent of the cell system, the truncation of ORF8 (29 nt deletion) decreased replication up to 23-fold. The effect was independent of the type I interferon response. The 29 nt deletion in SARS-CoV is a deleterious mutation acquired along the initial human-to-human transmission chain. The resulting loss of fitness may be due to a founder effect, which has rarely been documented in processes of viral emergence. These results have important implications for the retrospective assessment of the threat posed by SARS.
Introduction
Emerging zoonotic viruses such as Severe Acute Respiratory Syndrome coronavirus (SARS-CoV) are a considerable concern for public health1. Bats of the genus Rhinolophus are the bona-fide animal reservoir for SARS- and SARS-related CoV (SARSr-CoV)2. Epidemics may emerge from wild animal reservoirs in which a plethora of viral variants exists. After initial cross-host infection, the occurrence of positive selection with adaptive changes is thought to be essential for viral emergence3,4. The confirmation of phenotypic changes acquired in the process of adaptation requires virus isolation, which is not always possible. In the case of SARS-CoV, isolation of virus strains from the bat reservoir has widely failed5, except in singular instances involving bat-borne viruses whose spike protein showed an exceptionally high amino acid identity with the epidemic strain6–8. Additional reasons for low isolation success include the lack of appropriate cell culture systems as well as low virus concentrations and often inappropriate storage conditions for samples from field investigations. Studies of phenotypic properties of reservoir-borne viruses can be facilitated by the reconstruction of genetic traits through reverse genetics.
In the present study we reconstructed variant SARS-CoVs carrying different forms of open reading frame (ORF) 8, an accessory gene in the SARS-CoV genome that is among the most variable genes in bat-associated SARSr-CoV. ORF8 is also one of the most relevant genes when studying potential viral adaptation to humans, as the ORF8 coding sequence has undergone gradual deletion during the human epidemic. Early epidemic SARS-CoVs contained a full ORF8 that is also present in the genomes of almost all bat- and carnivore-associated precursor viruses9–12. A 29 nucleotide (nt) deletion within ORF8 occurred in all strains involved in the middle and late phase of the human epidemic9,10. Subtotal or total deletions of up to 415 nts occurred within and around the ORF8 region in SARS-CoV strains circulating in the very late phase of the epidemic. We have previously found that a European SARS-related CoV carried by rhinolophid bats in Bulgaria did not contain any ORF8 or similar gene13 while virtually all SARS-related CoV from Asia possess a single, continuous ORF88,14,15.
The 29 nt deletion in ORF8 was the most obvious genetic change during human-to-human transmission of SARS, causing the expression of truncated gene products termed ORF8a and ORF8b. It has been widely hypothesized that the truncated products led to a modulation of pathogenicity or replication that favored adaptation of SARS-CoV to humans9,11,12. For instance, it was found that replication of SARS-CoV is increased in cells that overexpress the protein encoded by ORF8a16. In contrast, the same protein led to an attenuation of replication when engineered into recombinant infectious bronchitis virus (IBV)17. The 8b protein, when overexpressed, was found to induce apoptosis and to be involved in cellular degradation of the viral envelope protein during SARS-CoV infection16,18,19. When engineered into an IBV infectious clone, protein 8b inhibited the induction of interferon (IFN) as triggered by poly(I:C)-stimulation and thus enhanced IBV replication. This effect was found to involve binding of ubiquitin and interference with induction of the IFN type 1 promoter via IRF317. Another study found that the full 122 amino acid protein encoded by ORF8 induces ATF6-dependent transcription, which triggers the expression of chaperones and leads to a general attenuation of the protein translation level, thus modifying the unfolded protein response20. Loss of ORF8’s original cellular localization in the endoplasmatic reticulum would have ablated this function in human viruses of the middle and late epidemic phases20,21. However, the effect that this change had on SARS-CoV replication level remains unclear. Studies of SARS-CoV replication in experimental mice have not provided indications as to essential functions of ORF8a or 8b22. However, these studies involved high inoculated virus doses and utilized a mouse model that may not reflect relative changes of replication in transition from bats to humans. In sum, the available data leave it unclear whether the changes that occurred in ORF8 led to a modification of viral replication when comparing bat versus human hosts, and specifically, whether the deletion of 29 nt involved an increase of replication level in human cells as often implicated. Genome deletions have also been observed in MERS-CoV, and also here it was speculated that deletion may reflect adaptation to the human host or the release of selective pressure exerted exclusively in the zoonotic reservoir23,24.
In the present study on SARS-CoV, we first followed up on our initial finding of the absence of ORF8 in genomes of SARSr-CoV from European bats, and sequenced rhinolophid bat-associated SARSr-CoV from four countries across Europe (Spain, Bulgaria, Italy, Slovenia). We then studied the influence of ORF8 on replication in the context of a full replicating SARS-CoV genome, based on a host transition scenario represented by cell cultures. We constructed recombinant viruses with full ORF8, truncated ORF8 (29 nt deletion), as well as completely deleted ORF8. Replication was compared in primate cell lines (VeroFM, MA104), a novel cell line generated from the lung of a rhinolophid bat, three additional non-chiropteran cell lines, as well as human airway epithelial cultures. We find that the 29 nt deletion conferred an attenuation of replication level irrespective of the host system studied.
Results
Bats in Europe carry SARS-related CoV that lack ORF8
We have previously described the detection of SARS-related CoV in Rhinolophus in Bulgaria13. The full-length genome of the virus sequenced in that study contained no ORF8. To further investigate the presence of ORF8 in SARS-related CoV in Europe, we analyzed fecal samples from rhinolophid bats in Spain, Bulgaria, Italy, as well as Slovenia. All five Rhinolophus species commonly encountered in Europe were tested positive for coronavirus RNA (Table 1). However, none of 92 geographically and phylogenetically representative viruses provided evidence for the presence of an ORF8 gene. 19 of these viruses were fully sequenced, confirming absence of ORF8 at orthotopic or heterotopic genome positions.
Table 1.
Country | N individuals tested | Rhinolophid species and number of individuals (n) yielding positive RT-PCR | Number of RT-PCR results indicating absence of ORF8 |
---|---|---|---|
Bulgaria | 506 |
R. euryale (n = 44) R. blasii (n = 11) R. ferrumequinum (n = 1) R. mehelyi (n = 4) |
44 11 1 4 |
Italy | 45 | R. ferrumequinum (n = 6) | 6 |
Slovenia53 | 36 | R. hipposideros (n = 5) | 5 |
Spain | 285 | R. hipposideros (n = 21) | 21 |
Total | 872 | All 5 species known in Europe | 92 (100%) |
Absence of ORF8 was determined by RT-PCR using reverse primers F29260R (TTTGTATGCGTCAATGTGCTTG) for reverse transcription and F28182R (GGGTCCACCAAATGTAATGCGG) and forward primer F27626F (GAGAAAGACAGAATGAATGAGC) for PCR.
Generation of recombinant SARS-CoV encoding ORF8 variants
To understand the consequences of the absence of ORF8, recombinant SARS-CoV (rSCV) were generated as shown in Fig. 1a. The variant termed rSCV8full contained a complete ORF8 as encountered in bats, civet cats, as well as in early human cases of SARS, thus resembling the pre-epidemic and starting phase of the SARS outbreak. The variant termed rSCVepi corresponds to isolates from the main phase (also referred to as middle and late phases) of the epidemic containing a 29 nt deletion that introduces a ribosomal frameshift separating ORF8 into ORF8a and ORF8b. Two alternative virus variants without ORF8 were constructed. Variant 1, rSCVdel8–1, had ORF8 removed without any replacement. Variant 2, rSCVdel8–2, had ORF8 replaced by a 5 nt spacer sequence (AATAA) which occurs instead of ORF8 between ORF7b and the nucleocapsid gene in a natural SARS-related CoV variant from European rhinolophid bats13.
Infectious viruses were rescued from cDNA as described25. 24 h after co-electroporation of in-vitro transcribed RNA and nucleocapsid subgenomic RNA, parts of the cell culture supernatant were transferred to VeroFM cells and virus replication was monitored by real-time RT-PCR. 72 h post infection (hpi), rSCV8full, rSCVepi and rSCVdel8–2 gave evidence of replication by real-time RT-PCR, while rSCVdel8–1 RNA increased more slowly, reaching a plateau level only by 96 hpi.
All variants were plaque-quantified. During this process, differences in plaque morphology were noted. While rSCV8full and rSCVepi yielded plaques of similar sizes, rSCVdel8–2 showed smaller plaque size and rSCVdel8–1 generated no distinct plaques (Fig. 1b).
The absence of plaques in rSCVdel8–1 could point to a replication defect caused by the loss of essential gene functions, including the nucleocapsid gene whose expression is indispensable for virus replication26. Modifications of ORF8 affect the upstream context of the transcription regulatory sequence (TRS) of the nucleocapsid gene27. Western blot analyses showed that rSCV8full, rSCVepi, as well as rSCVdel8–2 expressed similar amounts of the nucleocapsid protein, while no expression was seen in cells infected with rSCVdel8–1 (Fig. 1b). Subsequent experiments were therefore carried out using variant 2, which is hereafter referred to as rSCVdel8.
Integrity of ORF8 facilitates the replication of recombinant SARS-CoV
Replication of rSCV8full, rSCVepi, and rSCVdel8 were tested in VeroFM cells at high and low multiplicity of infection (MOI) (1 and 0.001 plaque forming unit (PFU)/cell). Supernatants were harvested at 8, 24, 48, and 72 hpi and titered in VeroFM cells (Fig. 1c, d). At MOI = 1, 30–40% of the cells were already lysed by 24 hpi, precluding meaningful comparisons of viruses (Fig. 1c). At MOI = 0.001, replication was in the exponential phase by 24 hpi (Fig. 1d). rSCV8full grew significantly more efficiently than both other variants at 24 hpi (p < 0.05 and p < 0.001 comparing to rSCVepi and rSCVdel8, respectively, using t-Test). The fully deleted variant rSCVdel8 replicated significantly less efficiently than rSCVepi at 24 hpi (p = 0.002, t-Test). By 48 hpi, replication of all variants reached plateau levels.
The replication facilitating effect of ORF8 is IFN independent
Due to the essential role of the type I IFN system in the restriction of virus infection, it was tested whether the ORF8-dependent replication phenotype might be linked to the type I IFN response. MA104 monkey kidney cells were used because they are competent for IFN induction and signaling28. VeroFM cells would only reflect differences in IFN signaling, due to their defect in IFN beta gene expression29. According to previous results, virus infections with all three variants were carried out at MOI = 0.001 and virus progeny was measured at 24 hpi by plaque assay.
All viruses generally replicated more efficiently in VeroFM cells than MA104 cells. However, relative differences between strains were very similar in both cell lines, suggesting that IFN beta gene induction that is only functional in MA104 cells may not play a significant role for the observed phenotypes (Fig. 2a).
To test the potential influence of the ORF8 gene product on IFN signaling, virus growth after external addition of IFN was compared. To this end, VeroFM cells were incubated with indicated concentrations of universal type I IFN alpha prior to infection with rSCV8full and rSCV8del. At 24 h p.i., rSCV8full grew to titers 30 times higher than rSCVdel8 (Fig. 2b). If cells were treated with IFN prior to infection the overall replication of both viruses decreased in a dose-dependent manner. However, the replication difference between both viruses remained constant. This suggests that ORF8 has a SARS-CoV-specific replication-enhancing effect that is independent of IFN antagonism.
ORF8 improves replication of recombinant SARS-CoV in a reservoir bat cell line
In previous studies, it has been suggested that the function of ORF8 may be more relevant for replication in cells from the actual animal reservoir, than for replication in human or primate cell cultures30. Because bats of the genus Rhinolophus are the bona-fide animal reservoir for SARS-related CoV2, an epithelial cell line was generated from the lung of Rhinolophus alcyone (Fig. 3a). One pregnant female individual was euthanized and embryonal tissues were prepared using techniques described previously (Fig. 3b)31–33. The resulting immortalized Rhinolophus lung cell culture, termed RhiLu, clearly expressed cytokeratin as a marker for epithelium (Fig. 3c), and hardly showed any expression of the fibroblast marker S-100A4 (Fig. 3d), suggesting that the cell culture mainly contains epithelial cells. Initial infection experiments in RhiLu cells identified these cells to be non-permissive for SARS-CoV infection. By use of VSV-G protein-pseudotyped lentiviral particles, RhiLu cells were therefore transduced with the gene for the SARS-CoV entry receptor, human angiotensin-converting enzyme 2 (hACE2), and selected to stably express hACE2 upon co-expression of a puromycin resistance gene from the same lentiviral vector. Chromosomal integration of the hACE2 gene and expression of the hACE2 protein were verified by RT-PCR and Western blot analysis (Fig. 3e, f). The resulting hACE2-transgenic cells termed RhiLu-hACE2 were highly permissive for SARS-CoV infection.
RhiLu-ACE2 cells were infected with all three ORF8 virus variants at MOI = 0.001. Supernatants were harvested 24, 48 and 72 hpi and titered. As shown in Fig. 3g, the same hierarchy of viral replication levels as in VeroFM cells was observed (rSCV8full > rSCVepi > rSCVdel8). These results did not point to a specific effect of the gene product of ORF8 on replication in bat cells but rather suggested a general promoting effect on virus replication conferred by ORF8.
SARS-CoV ORF8 determines replication in non-host cell lines and in human airway epithelial cultures
To determine whether the effect was more general and independent of host taxa, a low-passage airway epithelial cell line from Sigmodon hispidus (cotton rat)34 and primary lung cell lines from Capra hircus (goat) and Ovis aries (sheep) were transduced using vesicular stromatitis virus G protein pseudotyped lentiviruses to transiently express hACE2 as described above (Fig. 4a), and subsequently infected with the ORF8 virus variants at MOI = 0.001. Again the same hierarchy of viral replication levels, namely rSCV8full > rSCVepi > rSCVdel8, was observed at 24 hpi (Fig. 4b). Virus rSCV8full replicated significantly less efficiently than rSCVepi in all three “non-host” cell lines (t-Test: p = 0.001, p < 0.05, p < 0.01 for cotton rat, goat and sheep, respectively). Replication differences were levelled off by 48 hpi, when all viruses reached the plateau of replication. Of note, the utilized cell cultures in total represent hosts from four different orders of Euarchontoglires and Laurasiatheria, the two main groups of mammals.
As the virus variants constructed in this study corresponded to viruses from the three major phases of the human SARS epidemic, we were interested to see whether the deletions have an effect on human respiratory tract infection as represented by in-vitro differentiated human airway epithelial cultures (HAE). Infection was done at MOI = 0.01, and virus production was measured by plaque titration after 48 and 72 hpi in supernatants. At both time points rSCV8full replicated to significantly higher titers than rSCVepi or rSCVdel8 in HAE (Fig. 4c).
Discussion
Here we have shown by viral reverse genetics and advanced cell culture models that SARS-CoV ORF8 facilitates viral replication irrespective of the host cell system. These data suggest the occurrence of an attenuating mutation in the initial phase of the human SARS epidemic.
SARSr-CoV is a paradigmatic pathogen for the study of viral reservoirs and the processes involved in epidemic emergence8,14,15,35. The acquisition of certain spike proteins by recombination may have formed the viral lineage that emerged from the reservoir and established itself in humans during the SARS epidemic6–8. The gradual deletion of ORF8 constituted the most obvious change in SARS-CoV after emergence. Because few changes occurred in other parts of the genome, we have focused our study on ORF8 and kept the rest of the genome constant representing the sequence of SARS-CoV strain Frankfurt-1. This prototype virus was isolated from the late phase of the SARS-CoV epidemic when transmission chains already occurred in countries outside China36. Even in this late epidemic strain, a reconstitution of the full ORF8 reading frame led to an increased replicative capability, suggesting that the viral genome was still compatible with its primordial ORF8 element in spite of possible onward evolution in humans9.
Compared to earlier observations with ORF8-deleted SARS-CoV, our results show a clear phenotypic difference in replication in relevant models of human respiratory tract infection. The phenotypic difference depends on the presence of full ORF8, with enhanced replication as opposed to the deletion variant. Earlier experiments in which no clear differences in replication have been noted were aimed at the identification of strong attenuation markers as necessary for live vaccine development, and hence worked at very high MOIs at or above 122. We have also included such high MOIs in our experiments for comparison, and our results were highly concordant with those earlier studies. For instance, like in the study by Yount et al.22, differences between viruses with full ORF8 and 29nt deletions were only about three-fold at MOI = 1. Natural infection, however, does not involve high virus doses37. When a virus is passed from human to human, the stochastic nature of infection success implicates that inocula just below or above one unit of human-infectious virus are transmitted. For instance, during influenza A transmission in ferrets as few as 2 virus units were transmitted between animals38. Under conditions of inter-host transmission, the observed phenotypic differences as observed in our study may have significant effects on viral fitness37.
In endemic viral infections, loss of fitness should cause viral lineage extinction in competition with more reproductively capable lineages that co-circulate within the host population39. After a single-time zoonotic introduction, however, competing viral lineages are unlikely to exist. Variants with slightly deleterious mutations, randomly selected through transmission bottlenecks, can continue to reproduce in spite of reduced fitness – an effect known as founder effect. Interestingly, it has been shown by in-vitro studies that virus populations with reduced initial fitness suffer less from slightly deleterious mutations than populations that replicate on peak fitness level40. Reduced initial fitness is a condition that can be expected in early-stage zoonotic epidemics when the virus is not yet adapted to the new host environment41.
Considering the present results, we therefore suggest that the 29 nt deletion in SARS-CoV is the result of a founder effect that has permitted survival in spite of reduction of fitness. This interpretation contrasts with the earlier notion that the 29 nt deletion reflects adaptation to humans. The conclusion of adaptation is partly based on results from expression of ORF8 or its truncation products in overexpression systems or expression in heterologous virus genomes, suggesting various influences on virus-cell interaction16–21. For instance, one study provided evidence for IFN evasion mediated by ORF8b17. This is not confirmed by our experiments studying ORF8 in full virus context. Other authors have proposed that the 29 nt deletion may have been neutral for fitness after viral host transition to humans, assuming that ORF8 may elicit a function that is only relevant in the bat host9,22. However, we have not observed any bat-specific effects in cell culture, and rather show that ORF8 optimizes fitness irrespective of the host cell system, including hosts that are irrelevant for the SARS-CoV chain of emergence11. Our experiments suggest that only the deletion of further portions after initial fragmentation of ORF8 may have been neutral to fitness. Such deletions were seen during very late phases of the SARS epidemic in Hong Kong9.
Deletions in accessory reading frames were also oberserved in MERS-CoV23,24,42,43. Transmission of deleted variants was confirmed in an outbreak in Jordan, involving deletions in ORF4a, ORF3 and potentially other parts of the genome23,24. The available studies leave it open whether these deletions involved changes of replication level or virulence. However, it is known that ORF4a acts as an effective antagonist of MDA5-dependent induction of type I IFN44, and that MERS-CoV is highly sensitive against type I IFN in human airway epithelial cultures45. Based on these known mechanisms, attenuation rather than human adaptation should be considered. Our results are also relevant in the context of a series of experimental studies recently conducted to understand potential adaptive changes in the 2014 Ebola virus Makona outbreak in West Africa. Whereas initial studies suggested human adaptation with increase of replication level during the outbreak46–50, later studies found that a late-outbreak strain rather caused reduced virulence and prolonged survival of experimental animals51. These results provide another reminder of the fact that outbreak-associated mutations do not have to increase replication or virulence.
It is interesting to consider the consequences for viral propagation conferred by a reduction of viral replication level. As pointed out in Marzi et al. for Ebola virus Makona, a prolonged survival time as seen with late epidemic strains could have increased the duration of infectious virus shedding in humans and may thus have increased the long-term fitness of those viruses51. We cannot, at present, exclude whether similar effects may have provided a fitness advantage to SARS-CoV on host population level, such as by keeping infected individuals socially interactive for prolonged times while infected with a slightly attenuated virus. On an individual level, however, a reduction of replication level is likely to attenuate the pathogenicity of infection and reduce the health burden caused by a given outbreak.
It may be seen as a weakness in our present study that no experimental animals were infected as in Marzi et al. However, mouse models of SARS-CoV do not reflect human disease as accurate as macaques do for Ebola virus, and the HAE culture system used in the present study already provides an appropriate model for the authentic site of replication of SARS-CoV in the human body (Ebola virus infection cannot be modeled by organ-specific cultures). Moreover, the infection phenotypes as seen in our study for ORF8full and ORF8epi have already been demonstrated in mice, and the corresponding effects in cell culture based on those variants have been reproduced in our study22. We have therefore avoided additional animal experimentation and focused on human epithelial models with low inoculation doses such as seen in natural infections.
Our data suggest that SARS-CoV has suffered an attenuating mutation by the 29 nt deletion that constitutes a landmark genetic change. The SARS epidemic in 2003 may have taken a more severe course if not involving this mutation. Further work, including work in experimental animals, will be required to understand and confirm whether the absence of ORF8 in European bat-associated SARSr-CoV correctly predicts lesser epidemic risks as compared to Asian strains.
Materials and Methods
Sample collection and processing
In total, 827 bats were sampled in four countries (Bulgaria, Italy, Slovenia, Spain). All animals were handled according to national and European legislation for the protection of animals (EU council directive 86/609/EEC). Licenses for sampling of bats using mist nets, hand nets or harp traps were obtained from the respective countries and authorities: Bulgarian Ministry of Environment and Water, permit No. 192/26.03.200913, Italien Ministry of the Environment, permit No. 192/26.03.200952, Slovenian Environment Agency, permit No. 35701-80/200453, Service for the Biodiversity Conservation of the Rural Counseling of the Xunta de Galicia, Spain, permit No. 52/2010 n.s. 13697. No animals were sacrificed during this study. All animal handling and sampling was done by trained personnel, with animal safety and comfort as the first priority during minimally invasive sampling (collection of faeces). Bat species were identified on site and, if necessary, mitochondrial DNA in representative fecal samples was amplified and sequenced for species confirmation as described previously54. Captured bats were freed from nets immediately and put into cotton bags for 2 to 15 min to allow them to calm down before examination. While being kept in bags, bats produced fecal pellets that were transferred to 500 µl RNAlater RNA stabilization solution (Qiagen, Hilden, Germany) for sample processing. After homogenization, 50 µl of the suspension was resuspended in 560 µl of buffer AVL from the Qiagen viral RNA minikit and processed according to manufacturers instructions. The elution volume was 50 µl.
General cell culture procedures
Cells were grown in Dulbecco’s Modified Eagles Medium (DMEM) as described earlier31. For titration of rSCV Vero E6 cells (ATCC CRL-1586) were used. For infection studies African green monkey kidney cells, VeroFM (kindly provided by Jindrich Cinatl, University of Frankfurt) and MA104 (a gift from Friedemann Weber, University of Marburg), Rhinolophus alcyone (R.alcyone) embryonic lung cells (RhiLu, prepared in-house as described below), as well as bronchial epithelial cells from Sigmodon hispidus (cotton rat) and lung cells from Capra hircus (domestic goat) and Ovis aries (domestic sheep) were used55,56. HAE cultures were generated and cultured as described elsewhere57.
Generation and characterization of R. alcyone lung cell cultures
Bats were caught in Ghana under research permit no. CHRPE49/09; A04957 Wildlife Division, Forestry Commission, Accra, Ghana. Primary bat cell culture and immortalization of RhiLu cells by lentiviral transduction of the simian virus 40 large T antigen and genotyping were done as previously described31,33. To determine the RhiLu cell type the epithelial protein marker cytokeratin and the fibroblast marker S-100A4 (calcium binding protein A4 or fibroblast specific protein 1) were stained by immunofluorescence assay using mouse anti-cytokeratin (ab7753) or rabbit anti-S-100A4 immunoglobulins (Ig, ab27957; both supplied by abcam, Cambridge, UK). Secondary detection was performed by incubation with goat anti-mouse cyanin 2- or goat anti-rabbit cyanin 3-labeled Igs.
Generation of a SARS-CoV susceptible bat cell line by lentiviral transduction
Since RhiLu cells were not susceptible to SARS-CoV the receptor hACE2 was stably transfected by lentiviral transduction58. Genomic integration of hACE was verified by PCR on genomic DNA. PCR was performed using a hACE2 gene specific forward primer (GAATGTAAGGCCACTGCTCAACTA) and a puromycin resistance gene specific reverse primer (TCAGGCACCGGGCTTGC) yielding a 1.9 kb amplicon. Expression of hACE2 was confirmed by Western blot analysis as described earlier58,59. Protein lysates were separated on a 10% SDS-PAGE gel, and blotted onto a 0.45 µm polyvinylidene fluoride membrane. Primary detection of hACE2 was done using a mouse anti-hACE2 Ig (1:1,000; R&D Systems, Wiesbaden-Nordenstadt, Germany), for secondary detection a goat anti-mouse horseradish peroxidase (HRP)-conjugated Ig (1:20,000) and SuperSignal® West Femto Chemiluminescence Substrate (Fisher Scientific, Schwerte, Germany) were used60. As a loading control samples were analyzed for β actin expression with a rabbit anti-βactin Ig (1:2,000; Sigma-Aldrich, Munich, Germany) and a goat anti-rabbit horseradish peroxidase-labeled Ig (1:20,000)61.
Generation of recombinant SARS-CoV
Recombinant SCV was generated as previously described25. The single full-length ORF8 was generated by inserting 29 nts into ORF8a/b. In an overlap extension PCR two templates, generated by using primers F26020F (CGGCTCTTCAGGAGTTGCTA) in combination with 29nt-rev (TCCATTCAGGTTGGTAACCAGTAGGACAAGGATCTTCAAGCACATGA) and 29nt-fwd (CTGGTTACCAACCTGAATGGAATATAAGGTACAACACTAGGGGTAATACT) with pB-fwd (GCCCTTAAACGCCTGGTTGCTAC), were fused. Underlined nts indicate overlapping regions leading to the introduction of 29 nts. The PCR product was inserted into subclone pEF via restriction sites BamHI and NotI. ORF8 was deleted from subclone pDEF by Phusion® Site-Directed Mutagenesis (Fisher Scientific) using 5′-phosphorylated primers delO8-1-fwd (AATGTCTGATAATGGACCCCAATCAAACCAACGTAGTGC) and delO8-1-rev (GTTCGTTTAGACTTTGGTACAAGGTTCTTCTAGATCC) or delO8-2-fwd (TAAAATGTCTGATAATGGACCCCAATCAAACCAACG) and delO8-2-rev (TTGTTCGTTTAGACTTTGGTACAAGGTTCTTCTAGATCC). Underlined nts are the substitutional sequence for ORF8 compared to delO8-1. Assembly of full-length SARS-CoV genome plasmids and rescue of recombinant viruses were done as described before25. Briefly, full-length SARS-CoV plasmid was linearized by NotI and in-vitro transcribed (mMESSAGE mMACHINE® Kit, Applied Biosystems, Darmstadt, Germany). Capped mRNA was electroporated into baby hamster kidney cells and supernatant was subsequently transferred to susceptible VeroFM cell culture 24 h post electroporation. Recombinant virus was harvested three days post infection. The ORF8 mutations were verified by PCR using a specific reverse primer F29260R (TTTGTATGCGTCAATGTGCTTG) for reverse transcription and ORF8 covering forward primer F27626F (GAGAAAGACAGAATGAATGAGC) and reverse primer F28182R (GGGTCCACCAAATGTAATGCGG) for conventional PCR. Sequencing of the PCR product ensured the integrity of the introduced mutations. Expression of the nucleocpasid was confirmed by Western blot analysis as described above. Primary detection was done using a rabbit anti-nucleocapsid Ig (1: 500; abcam). For secondary detection a goat anti-rabbit HRP-conjugated Ig (1:20,000) and and SuperSignal® West Femto Chemiluminescence Substrate (Fisher Scientific) was used.
Generation of transiently hACE2 expressing cell lines
Cells were seeded according to their size and growth rate to yield 80% confluence in 24-well plates. After attachment overnight, cells were infected with lentiviruses to yield 50 ng reverse transcriptase activity per well in a reduced cultivation volume of 200 µL DMEM per well for at least 24 h. Expression levels of hACE2 were determined by Western blot analysis as described above in a time course experiment. Protein expression levels were constant for three days after transduction. Therefore, cells were infected with rSCV 24 h post transduction as described below.
Virus infection
Cells (4 × 105 cells/mL) were seeded in 24-well plates and if necessary pre-incubated with 200 µl recombinant universal type I IFN alpha (PBL InterferonSource, Piscataway, USA) for 16 h prior to infection. Infections with rSCV8full, rSCVepi and rSCVdel8 were done at an MOI ranging from 0.001 to 1. Virus was diluted in OptiPROTM serum-free medium or in HBSS buffer in case of HAE cultures. Cells were inoculated for 1 to 2 h at 37 °C, washed twice with PBS or HBSS, and supplied with fresh DMEM or HAE cell culture medium57. Supernatants were taken at designated time points usually 8, 24, 48, and 72 h post infection and stored at −70 °C for titration or real-time RT-PCR analysis. All virus containing samples were mixed with equal volumes of 0.5% gelatin in OptiPROTM (stock solution 5% gelatin in water) for stabilization of infectious particles. All infection experiments were done under biosafetly level 3 conditions with enhanced respiratory personal protection equipment.
Plaque titration
Titration of rSCV was done as previously described25,62. Vero E6 cells (3.5 × 105 cells/mL) were infected with a serial dilution (in OptiPROTM) of virus infected cell culture supernatants for 1 h at 37 °C. After removing the inoculum cells were overlaid with 2.4% Avicel (FMC BioPolymers, Brussels, Belgium) 1:2 diluted in 2 × DMEM supplemented with 2% Penicillin/Streptomycin, 2% L-glutamine, 2% non-essential amino acids, 2% sodium pyruvate and 20% fetal bovine serum. Three days after infection the overlay was discarded, cells were fixed in 6% formaldehyde and stained with a 0.2% crystal violet, 2% ethanol and 10% formaldehyde containing solution.
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
Electronic supplementary material
Acknowledgements
We would like to thank Artem Siemens, Stephan Kallies,Tobias Bleicker, Sebastian Brünink, and Monika Eschbach-Bludau for excellent technical assistance. We are grateful to Matthias Lenk (Friedrich-Loeffler-Institut, Greifswald-Insel Riems) for providing goat and sheep cell lines. This study was supported by the Deutsche Forschungsgemeinschaft (DFG DR 772/12-1) and EU-funded project COMPARE GA no. 643476. Furthermore, we acknowledge support from the Deutsche Forschungsgemeinschaft (DFG) and the Open Access Publication Fund of Charité – Universitätsmedizin Berlin.
Author Contributions
C.D., M.A.M., D.M. conceived and designed the experiments. V.M.C., F.G.R., A.B., M.B., D.R., I.T., R.S.A. and J.F.D. sampled and processed bat specimens. T.B., H.R. and L.T.G. established and characterized transgenic bat cell line. R.D., V.T. and A.P. provided essential materials. D.M. and L.T.G. performed cloning and infection experiments with recombinant viruses. D.M., C.D. and M.A.M. interpreted the data and wrote the manuscript with input from all authors.
Competing Interests
The authors declare no competing interests.
Footnotes
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Electronic supplementary material
Supplementary information accompanies this paper at 10.1038/s41598-018-33487-8.
References
- 1.Jones KE, et al. Global trends in emerging infectious diseases. Nature. 2008;451:990–993. doi: 10.1038/nature06536. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Drexler JF, Corman VM, Drosten C. Ecology, evolution and classification of bat coronaviruses in the aftermath of SARS. Antiviral research. 2014;101:45–56. doi: 10.1016/j.antiviral.2013.10.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Wolfe ND, Dunavan CP, Diamond J. Origins of major human infectious diseases. Nature. 2007;447:279–283. doi: 10.1038/nature05775. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Holmes EC, Dudas G, Rambaut A, Andersen KG. The evolution of Ebola virus: Insights from the 2013-2016 epidemic. Nature. 2016;538:193–200. doi: 10.1038/nature19790. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Graham RL, Donaldson EF, Baric RS. A decade after SARS: strategies for controlling emerging coronaviruses. Nature reviews. Microbiology. 2013;11:836–848. doi: 10.1038/nrmicro3143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Ge XY, et al. Isolation and characterization of a bat SARS-like coronavirus that uses the ACE2 receptor. Nature. 2013;503:535–538. doi: 10.1038/nature12711. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Yang XL, et al. Isolation and Characterization of a Novel Bat Coronavirus Closely Related to the Direct Progenitor of Severe Acute Respiratory Syndrome Coronavirus. Journal of virology. 2015;90:3253–3256. doi: 10.1128/JVI.02582-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hu B, et al. Discovery of a rich gene pool of bat SARS-related coronaviruses provides new insights into the origin of SARS coronavirus. PLoS pathogens. 2017;13:e1006698. doi: 10.1371/journal.ppat.1006698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Molecular evolution of the SARS coronavirus during the course of the SARS epidemic in China. Science303, 1666–1669 (2004). [DOI] [PubMed]
- 10.Chiu RW, et al. Tracing SARS-coronavirus variant with large genomic deletion. Emerging infectious diseases. 2005;11:168–170. doi: 10.3201/eid1101.040544. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Guan Y, et al. Isolation and characterization of viruses related to the SARS coronavirus from animals in southern China. Science. 2003;302:276–278. doi: 10.1126/science.1087139. [DOI] [PubMed] [Google Scholar]
- 12.Lau SK, et al. Severe acute respiratory syndrome coronavirus-like virus in Chinese horseshoe bats. Proceedings of the National Academy of Sciences of the United States of America. 2005;102:14040–14045. doi: 10.1073/pnas.0506735102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Drexler JF, et al. Genomic characterization of severe acute respiratory syndrome-related coronavirus in European bats and classification of coronaviruses based on partial RNA-dependent RNA polymerase gene sequences. J Virol. 2010;84:11336–11349. doi: 10.1128/JVI.00650-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lau SK, et al. Severe Acute Respiratory Syndrome (SARS) Coronavirus ORF8 Protein Is Acquired from SARS-Related Coronavirus from Greater Horseshoe Bats through Recombination. Journal of virology. 2015;89:10532–10547. doi: 10.1128/JVI.01048-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Wu Z, et al. ORF8-Related Genetic Evidence for Chinese Horseshoe Bats as the Source of Human Severe Acute Respiratory Syndrome Coronavirus. The Journal of infectious diseases. 2016;213:579–583. doi: 10.1093/infdis/jiv476. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Chen CY, et al. Open reading frame 8a of the human severe acute respiratory syndrome coronavirus not only promotes viral replication but also induces apoptosis. The Journal of infectious diseases. 2007;196:405–415. doi: 10.1086/519166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Wong HH, et al. Accessory proteins 8b and 8ab of severe acute respiratory syndrome coronavirus suppress the interferon signaling pathway by mediating ubiquitin-dependent rapid degradation of interferon regulatory factor 3. Virology. 2018;515:165–175. doi: 10.1016/j.virol.2017.12.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Keng CT, et al. The human severe acute respiratory syndrome coronavirus (SARS-CoV) 8b protein is distinct from its counterpart in animal SARS-CoV and down-regulates the expression of the envelope protein in infected cells. Virology. 2006;354:132–142. doi: 10.1016/j.virol.2006.06.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Law PY, et al. Expression and functional characterization of the putative protein 8b of the severe acute respiratory syndrome-associated coronavirus. FEBS letters. 2006;580:3643–3648. doi: 10.1016/j.febslet.2006.05.051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Sung SC, Chao CY, Jeng KS, Yang JY, Lai MM. The 8ab protein of SARS-CoV is a luminal ER membrane-associated protein and induces the activation of ATF6. Virology. 2009;387:402–413. doi: 10.1016/j.virol.2009.02.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Oostra M, de Haan CA, Rottier PJ. The 29-nucleotide deletion present in human but not in animal severe acute respiratory syndrome coronaviruses disrupts the functional expression of open reading frame 8. Journal of virology. 2007;81:13876–13888. doi: 10.1128/JVI.01631-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Yount B, et al. Severe acute respiratory syndrome coronavirus group-specific open reading frames encode nonessential functions for replication in cell cultures and mice. Journal of virology. 2005;79:14909–14922. doi: 10.1128/JVI.79.23.14909-14922.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Payne, D. C. et al. Multihospital Outbreak of a Middle East Respiratory Syndrome Coronavirus Deletion Variant, Jordan: A Molecular, Serologic, and Epidemiologic Investigation. Open Forum Infect Di5 (2018). [DOI] [PMC free article] [PubMed]
- 24.Lamers MM, et al. Deletion Variants of Middle East Respiratory Syndrome Coronavirus from Humans, Jordan, 2015. Emerging infectious diseases. 2016;22:716–719. doi: 10.3201/eid2204.152065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Pfefferle S, et al. Reverse genetic characterization of the natural genomic deletion in SARS-Coronavirus strain Frankfurt-1 open reading frame 7b reveals an attenuating function of the 7b protein in-vitro and in-vivo. Virology journal. 2009;6:131. doi: 10.1186/1743-422X-6-131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Schelle B, Karl N, Ludewig B, Siddell SG, Thiel V. Selective replication of coronavirus genomes that express nucleocapsid protein. Journal of virology. 2005;79:6620–6630. doi: 10.1128/JVI.79.11.6620-6630.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Sola I, Moreno JL, Zuniga S, Alonso S, Enjuanes L. Role of nucleotides immediately flanking the transcription-regulating sequence core in coronavirus subgenomic mRNA synthesis. Journal of virology. 2005;79:2506–2516. doi: 10.1128/JVI.79.4.2506-2516.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.McKimm-Breschkin JL, Holmes IH. Conditions required for induction of interferon by rotaviruses and for their sensitivity to its action. Infect Immun. 1982;36:857–863. doi: 10.1128/iai.36.3.857-863.1982. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Emeny JM, Morgan MJ. Regulation of the interferon system: evidence that Vero cells have a genetic defect in interferon production. The Journal of general virology. 1979;43:247–252. doi: 10.1099/0022-1317-43-1-247. [DOI] [PubMed] [Google Scholar]
- 30.Perlman S, Netland J. Coronaviruses post-SARS: update on replication and pathogenesis. Nat Rev Microbiol. 2009;7:439–450. doi: 10.1038/nrmicro2147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Biesold SE, et al. Type I interferon reaction to viral infection in interferon-competent, immortalized cell lines from the African fruit bat Eidolon helvum. PloS one. 2011;6:e28131. doi: 10.1371/journal.pone.0028131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Kuhl A, et al. Comparative analysis of Ebola virus glycoprotein interactions with human and bat cells. The Journal of infectious diseases. 2011;204(Suppl 3):S840–849. doi: 10.1093/infdis/jir306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Hofmann A, et al. Epigenetic regulation of lentiviral transgene vectors in a large animal model. Mol Ther. 2006;13:59–66. doi: 10.1016/j.ymthe.2005.07.685. [DOI] [PubMed] [Google Scholar]
- 34.Ehlen L, et al. Epithelial cell lines of the cotton rat (Sigmodon hispidus) are highly susceptible in vitro models to zoonotic Bunya-, Rhabdo-, and Flaviviruses. Virology journal. 2016;13:74. doi: 10.1186/s12985-016-0531-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Lau SK, et al. Ecoepidemiology and complete genome comparison of different strains of severe acute respiratory syndrome-related Rhinolophus bat coronavirus in China reveal bats as a reservoir for acute, self-limiting infection that allows recombination events. Journal of virology. 2010;84:2808–2819. doi: 10.1128/JVI.02219-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Drosten C, et al. Identification of a novel coronavirus in patients with severe acute respiratory syndrome. The New England journal of medicine. 2003;348:1967–1976. doi: 10.1056/NEJMoa030747. [DOI] [PubMed] [Google Scholar]
- 37.Zwart MP, Elena SF. Matters of Size: Genetic Bottlenecks in Virus Infection and Their Potential Impact on Evolution. Annu Rev Virol. 2015;2:161–179. doi: 10.1146/annurev-virology-100114-055135. [DOI] [PubMed] [Google Scholar]
- 38.Varble A, et al. Influenza A virus transmission bottlenecks are defined by infection route and recipient host. Cell Host Microbe. 2014;16:691–700. doi: 10.1016/j.chom.2014.09.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Bergstrom CT, McElhany P, Real LA. Transmission bottlenecks as determinants of virulence in rapidly evolving pathogens. Proceedings of the National Academy of Sciences of the United States of America. 1999;96:5095–5100. doi: 10.1073/pnas.96.9.5095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Novella IS, Elena SF, Moya A, Domingo E, Holland JJ. Size of genetic bottlenecks leading to virus fitness loss is determined by mean initial population fitness. Journal of virology. 1995;69:2869–2872. doi: 10.1128/jvi.69.5.2869-2872.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.McCrone JT, Lauring AS. Genetic bottlenecks in intraspecies virus transmission. Curr Opin Virol. 2018;28:20–25. doi: 10.1016/j.coviro.2017.10.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Xie Q, et al. Two deletion variants of Middle East respiratory syndrome coronavirus found in a patient with characteristic symptoms. Archives of virology. 2017;162:2445–2449. doi: 10.1007/s00705-017-3361-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Lu X, et al. Spike gene deletion quasispecies in serum of patient with acute MERS-CoV infection. Journal of medical virology. 2017;89:542–545. doi: 10.1002/jmv.24652. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Niemeyer D, et al. Middle East respiratory syndrome coronavirus accessory protein 4a is a type I interferon antagonist. J Virol. 2013;87:12489–12495. doi: 10.1128/JVI.01845-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Kindler, E. et al. Efficient Replication of the Novel Human Betacoronavirus EMC on Primary Human Epithelium Highlights Its Zoonotic Potential. mBio4 (2013). [DOI] [PMC free article] [PubMed]
- 46.Diehl WE, et al. Ebola Virus Glycoprotein with Increased Infectivity Dominated the 2013-2016 Epidemic. Cell. 2016;167:1088–1098 e1086. doi: 10.1016/j.cell.2016.10.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Urbanowicz RA, et al. Human Adaptation of Ebola Virus during the West African Outbreak. Cell. 2016;167:1079–1087 e1075. doi: 10.1016/j.cell.2016.10.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Dietzel, E., Schudt, G., Krahling, V., Matrosovich, M. & Becker, S. Functional Characterization of Adaptive Mutations during the West African Ebola Virus Outbreak. Journal of virology91 (2017). [DOI] [PMC free article] [PubMed]
- 49.Ueda MT, et al. Functional mutations in spike glycoprotein of Zaire ebolavirus associated with an increase in infection efficiency. Genes Cells. 2017;22:148–159. doi: 10.1111/gtc.12463. [DOI] [PubMed] [Google Scholar]
- 50.Wang MK, Lim SY, Lee SM, Cunningham JM. Biochemical Basis for Increased Activity of Ebola Glycoprotein in the 2013–16 Epidemic. Cell Host Microbe. 2017;21:367–375. doi: 10.1016/j.chom.2017.02.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Marzi A, et al. Recently Identified Mutations in the Ebola Virus-Makona Genome Do Not Alter Pathogenicity in Animal Models. Cell Rep. 2018;23:1806–1816. doi: 10.1016/j.celrep.2018.04.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Balboni A, Palladini A, Bogliani G, Battilani M. Detection of a virus related to betacoronaviruses in Italian greater horseshoe bats. Epidemiol Infect. 2011;139:216–219. doi: 10.1017/S0950268810001147. [DOI] [PubMed] [Google Scholar]
- 53.Rihtaric D, Hostnik P, Steyer A, Grom J, Toplak I. Identification of SARS-like coronaviruses in horseshoe bats (Rhinolophus hipposideros) in Slovenia. Archives of virology. 2010;155:507–514. doi: 10.1007/s00705-010-0612-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Vallo P, Guillen-Servent A, Benda P, Pires DB, Koubek P. Variation of mitochondrial DNA in the Hipposideros caffer complex (Chiroptera: Hipposideridae) and its taxonomic implications. Acta Chiropterol. 2008;10:193–206. doi: 10.3161/150811008X414782. [DOI] [Google Scholar]
- 55.Eckerle I, et al. Replicative Capacity of MERS Coronavirus in Livestock Cell Lines. Emerging infectious diseases. 2014;20:276–279. doi: 10.3201/eid2002.131182. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Eckerle I, et al. Bat airway epithelial cells: a novel tool for the study of zoonotic viruses. PloS one. 2014;9:e84679. doi: 10.1371/journal.pone.0084679. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Dijkman, R. et al. Isolation and characterization of current human coronavirus strains in primary human epithelia cultures reveals differences in target cell tropism. Journal of virology (2013). [DOI] [PMC free article] [PubMed]
- 58.Muller, M. A. et al. Human coronavirus EMC does not require the SARS-coronavirus receptor and maintains broad replicative capability in mammalian cell lines. MBio3 (2012). [DOI] [PMC free article] [PubMed]
- 59.Muller MA, et al. Human coronavirus NL63 open reading frame 3 encodes a virion-incorporated N-glycosylated membrane protein. Virology journal. 2010;7:6. doi: 10.1186/1743-422X-7-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Hofmann H, et al. Susceptibility to SARS coronavirus S protein-driven infection correlates with expression of angiotensin converting enzyme 2 and infection can be blocked by soluble receptor. Biochem Biophys Res Commun. 2004;319:1216–1221. doi: 10.1016/j.bbrc.2004.05.114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Morris DW, et al. An inherited duplication at the gene p21 Protein-Activated Kinase 7 (PAK7) is a risk factor for psychosis. Hum Mol Genet. 2014;23:3316–3326. doi: 10.1093/hmg/ddu025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Matrosovich M, Matrosovich T, Garten W, Klenk HD. New low-viscosity overlay medium for viral plaque assays. Virology journal. 2006;3:63. doi: 10.1186/1743-422X-3-63. [DOI] [PMC free article] [PubMed] [Google Scholar]
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