The macaque is widely accepted as a suitable model for preclinical characterization of dengue vaccine candidates. However, the only vaccine for which both preclinical and clinical efficacy results were reported so far showed efficacy levels that were substantially different between macaques and humans. We hypothesized that this model's predictive capacity may be improved using recent and minimally passaged dengue virus isolates, and by assessing vaccine efficacy by characterizing not only the post-dengue virus challenge viremia/RNAemia but also the associated-cytokine profile. Ten recent and minimally passaged Brazilian clinical isolates from the four dengue virus serotypes were tested for their infectivity in rhesus macaques. For the strains showing robust replication capacity, the associated-changes in soluble mediator levels, and the elicited dengue virus-neutralizing antibody responses, were also characterized. Three isolates from dengue virus serotypes 1, 2 and 4 induced viremia of high magnitude and longer duration relative to previously reported viremia kinetics in this model, and robust dengue virus-neutralizing antibody responses. Consistent with observations in humans, increased MCP-1, IFN-γ and VEGF-A levels, and transiently decreased IL-8 levels were detected after infection with the selected isolates. These results may contribute to establishing a dengue macaque model showing a higher predictability for vaccine efficacy in humans.
The macaque is widely accepted as a suitable model for preclinical characterization of dengue vaccine candidates. However, the only vaccine for which both preclinical and clinical efficacy results were reported so far showed efficacy levels that were substantially different between macaques and humans. We hypothesized that this model's predictive capacity may be improved using recent and minimally passaged dengue virus isolates, and by assessing vaccine efficacy by characterizing not only the post-dengue virus challenge viremia/RNAemia but also the associated-cytokine profile. Ten recent and minimally passaged Brazilian clinical isolates from the four dengue virus serotypes were tested for their infectivity in rhesus macaques. For the strains showing robust replication capacity, the associated-changes in soluble mediator levels, and the elicited dengue virus-neutralizing antibody responses, were also characterized. Three isolates from dengue virus serotypes 1, 2 and 4 induced viremia of high magnitude and longer duration relative to previously reported viremia kinetics in this model, and robust dengue virus-neutralizing antibody responses. Consistent with observations in humans, increased MCP-1, IFN-γ and VEGF-A levels, and transiently decreased IL-8 levels were detected after infection with the selected isolates. These results may contribute to establishing a dengue macaque model showing a higher predictability for vaccine efficacy in humans.
Dengue is the most widespread arboviral disease affecting humans. It is caused by dengue virus (DENV), an enveloped virus with a positive single-stranded RNA genome belonging to the Flaviviridae family. There are four DENV serotypes (DENV-1 to DENV-4) that can all cause clinical manifestations in humans ranging from mild to life-threatening severe dengue [1]. While the global annual incidence has been estimated at 50–100 million symptomatic dengue cases [2], no DENV-specific therapeutics are available, and the only licensed vaccine, Dengvaxia, has shown variable efficacy depending on the infecting DENV serotype and age of the recipient [3,4]. This necessitates development of improved DENV-specific vaccine(s).DENV-related research has been impaired by the lack of an immunocompetent animal model reproducing human dengue disease. Although several monkey species (including rhesus and cynomolgus macaques) sustain DENV replication after experimental infection, they rarely develop clinical symptoms [5-7]. Despite this, the macaque is the most widely accepted model for preclinical characterization of DENV-specific vaccine candidates which were, prior to their clinical development, all tested for efficacy in this model. In these studies, vaccinated macaques were subcutaneously challenged with DENV and post-challenge viral replication was measured as a surrogate of disease [8-13]. However, Dengvaxia, the only DENV vaccine for which both preclinical and clinical efficacy results were reported so far showed almost 100% efficacy at preventing post-challenge viremia in macaques whereas its overall efficacy in humans was substantially lower (56.5% and 60.8% in Asia and Latin America, respectively) [3,4,11]. Although this discrepancy might be attributed to possible differences in the vaccine lots tested in preclinical and clinical studies, it may also cause one to question the relevance of the dengue macaque model as it currently exists.One possible explanation for the limited predictability of this model may be that the viremia levels are substantially lower in macaques when compared with those detected during clinically apparent infections in humans [5,14,15]. Therefore, protection from low-level viremia in macaques may not predict protection from dengue in humans.Most DENV strains used as challenge viruses were isolated many years ago and subjected to multiple sequential passages within the same cell culture system [8-13]. Importantly, while arboviruses in the wild have shown high levels of nucleotide sequence conservation over time [16,17], the mutation rate increases drastically when the host alteration is bypassed, such as when these viruses are passaged serially in a single cell type or in the same host [16,18]. Therefore, DENV strains that have been sequentially passaged in the same cell culture system may differ significantly from circulating DENV strains, and protection from such cell-passaged viruses might not predict protection from natural infection.Several soluble mediators are believed to play a key role in the increased vascular permeability leading to plasma leakage and coagulopathy, the hallmarks of severe dengue in humans [1,19,20]. The factors most frequently described as showing modified levels during dengue fever/severe dengue include the pro-inflammatory cytokines interleukin (IL)-2, IL-6, IL-8, interferon (IFN)-γ and tumor necrosis factor (TNF)-α, the anti-inflammatory cytokine IL-10, the chemokines macrophage inflammatory protein (MIP)-1α, MIP-1β, and monocyte chemoattractant protein (MCP)-1, and the vascular endothelial growth factor (VEGF)-A [1,19-26]. Provided that some of these cytokines are shown to be similarly associated with DENVinfection in macaques, combining their characterization with measurement of post-challenge viral replication could improve the predictability to humans of efficacy results obtained in the dengue macaque model.To improve the dengue macaque model, we selected minimally passaged DENV clinical isolates that robustly replicate in rhesus macaques, and characterized the associated changes in soluble cytokine levels. Ten Brazilian DENV clinical isolates were tested for their replication capacity in rhesus macaques and fifteen mediators, previously reported as showing modified levels in humans experiencing dengue fever/severe dengue, were tested for their serum concentration after DENV inoculation. Three DENV clinical isolates were identified as inducing viremia of long duration and high magnitude relative to previously reported viremia kinetics in this model [5,27]. After DENVinfection, four soluble mediators were detected as showing modified levels similar to those reported in humans. Taken together, these results may help in the development of a dengue macaque model of higher predictability for the response to dengue vaccines in humans.
Materials and methods
Cell culture and viruses
Vero cells (ATCC No CCL-81) were grown at 37°C in a humidified 5%-CO2 incubator in medium 199 with Earle's salts supplemented with 10%-FBS (Gibco). The strains tested in monkeys are described in Table 1. Strains 0111/2011, 0126/2010, 0498/2010, 2935/2013 and 1071/2012 were obtained from Instituto Oswaldo Cruz (Rio de Janeiro, Brazil) and strains MÃO 9487, ROR 6210, BEL 74561, BEL 83791 and ROR 7591 from Instituto Evandro Chagas (Ananideua, Brazil). The DENV-1 60305 [28], DENV-2 44/2 [29], DENV-3 16562 [28] and DENV-4 TVP360 strains were used in the plaque-reduction neutralization test (PRNT).
Table 1
Characteristics of the DENV strains tested for their infectivity in rhesus macaques.
DENV serotype
DENV isolate
Isolation site
Isolation year
Associated clinical course
Cell passage historya
Master viral stock titer
Working viral stock titer
log10 PFU or FFU/mLb
log10 eg/mLc
log10 PFU or FFU/mLb
log10 eg/mLc
DENV-1
0111/2011
Rio de Janeiro, Brazil
2011
SD
3 CP (1x C6/36 and 2x Vero)
6.3
9.1
7.0
9.1
DENV-2
0126/2010
Rio de Janeiro, Brazil
2010
SD
3 CP (1x C6/36 and 2x Vero)
6.3
8.0
6.7
7.7
DENV-3
0498/2010
Rio de Janeiro, Brazil
2010
DF
4 CP (2x C6/36 and 2x Vero)
5.0
7.2
7.1
8.0
BEL 74561
Belém, Brazil
2004
DF
4 CP (including 2x Vero)
6.3
5.7
7.7
5.9
ROR 6210
Roraima, Brazil
2007
DF
4 CP (including 2x Vero)
5.2
5.8
8.0
5.5
MÃO 9487
Maranhao, Brazil
2002
DF
4 CP (including 2x Vero)
5.5
6.7
6.9
7.8
DENV-4
2935/2013
Rio de Janeiro, Brazil
2013
DF
4 CP (2x C6/36 and 2x Vero)
7.5
10.2
7.2
8.1
ROR 7591
Roraima, Brazil
2010
DF
4 CP (including 2x Vero)
7.5
7.9
8.4
6.5
1071/2012
Rio de Janeiro, Brazil
2012
SD
3 CP (1x C6/36 and 2x Vero)
6.3
10.1
7.4
8.2
BEL 83791
Belém, Brazil
2011
DF
4 CP (including 2x Vero)
7.5
7.8
7.5
6.7
a Total number of cell passages including those performed for isolation and production of master and working viral stocks
b As measured by plaque or focus assay (DENV-1, DENV-2 and DENV-3, DENV-4, respectively) depending on the plaque-forming capacity of the tested strains
c As measured by DENV-specific real-time RT-PCR.
CP, cell passage; DF, dengue fever; SD, severe dengue.
a Total number of cell passages including those performed for isolation and production of master and working viral stocksb As measured by plaque or focus assay (DENV-1, DENV-2 and DENV-3, DENV-4, respectively) depending on the plaque-forming capacity of the tested strainsc As measured by DENV-specific real-time RT-PCR.CP, cell passage; DF, dengue fever; SD, severe dengue.
Infection of monkeys and blood collection
The study protocol was approved by the Institutional Ethical Committee for Use of Animals (CEUA-Fiocruz) and conducted in strict accordance with the recommendations from the Guide for Care and Use of Laboratory Animals of the Brazilian Society of Science in Laboratory Animals and the National Council for the Control of Animal Experimentation. Thirty male adult rhesus macaques (Macaca mulatta) of Indian origin, flavivirus-naive and colony-born in captivity in the Non-human Primates Breeding Service from the Institute of Science and Technology in Biomodels of the Oswaldo Cruz Foundation (Rio de Janeiro, Brazil), were used in this study. The experiment was performed in a biohazard level 2 animal facility (temperature 20–22°C; humidity 50–60%; light/dark cycle 12 h/12 h). Monkeys were acclimated for 14 days before study start. Monkeys were housed individually but retained in a social environment through visual contact with other monkeys. Polished stainless steel mirrors, PVC and wooden teethers, as well as foraging tray containing food such as pieces of cereal bars, raisins, rice grains or sunflower seeds were given as environmental enrichment. Monkeys had free access to water and received a commercial diet (Nuvilab Primates 6030 Nuvital) supplemented with fresh fruits and vegetables. Throughout the study, monkeys were observed twice a day by animal care and veterinary staff for health and well-being assessment. None of the monkeys became ill or died prior to the end of the study. Monkeys were anesthetized with ketamine (8–10 mg/kg) prior to virus inoculation and blood drawing. For virus inoculation, 0.5 mL of sterile culture medium containing 105 plaque- or focus-forming units (PFU and FFU, respectively) (a DENV dose previously shown to induce viremia in rhesus macaques and within the range of 104−105 PFU expected to be transmitted by Aedes spp. [6,30]) were administered subcutaneously. After inoculation, titer of the residual viral inoculum was confirmed by plaque or focus assay. At the end of the study, monkeys were anesthetized by intra-muscular injection of ketamine (20 mg/kg) prior to being euthanized by intra-peritoneal injection of thiopental sodium (50 mg/kg).
Virus titration by plaque/focus assay
Serial dilutions of viral stocks or macaque sera were added to Vero cells previously seeded into 6-well plates. After 1 h at 37°C, the diluted samples were replaced by maintenance medium supplemented with 3%-carboxyl-methyl-cellulose (CMC). For plaque assays (DENV-1 and DENV-2 strains), eight days later cells were fixed overnight with a 10%-formaldehyde solution prior to crystal violet staining. For focus assays (DENV-3 and DENV-4 strains), eight days later cells were fixed for 1 h with a 4%-formaldehyde solution prior to detecting DENV-infected cells using 7 μg/mL HRP-conjugated pan-flavivirus 4G2 monoclonal antibody (in-house production) followed by incubation with TrueBlue (KPL, Gaithersburg, MD). PFU/FFU were counted by the naked eye and infectious virus titers were expressed as PFU or FFU/mL.
DENV genome equivalents quantification by real-time RT-PCR
Viral RNA was extracted from 200 μL of either cell culture supernatant or monkey sera using the High Pure Viral Nucleic Acid kit (Roche). DENV genome equivalents were quantitated by real-time RT-PCR using the AgPath-ID One-Step RT-PCR kit (Ambion). Each RT-PCR reaction mixture contained 2.5 μl of RNA, 1.67 μL of Detection Enhancer, 2X RT-PCR Buffer, 25X RT-PCR Enzyme Mix (all from the kit), 20 U of RNAsin (Ambion), as well as 10 and 5 pmol of DENV serotype-specific forward/reverse primers and probes, respectively. Primers and probes used were: DENV1, forward 5’-GCA-TTY-CTA-AGA-TTT-CTA-GCC-ATA-CC-3’, reverse 5’-TCG-CTC-CAT-TCT-TCT-TGA-ATG-AG-3’, probe 5’-AAC-AGC-AGG-AAT-TTT-3’; DENV2, forward 5’-CTG-CAR-GGA-CGA-GGA-CCA-TT-3’, reverse 5’-GGG-ATT-GTT-AGG-AAA-CGA-AGG-A-3’, probe 5’-AAA-CTG-TTC-ATG-GCC-CTG-GTG-GCR-3’; DENV3, forward 5’ TCGCTCTGTCTCATGATGATRTT-3’, reverse 5’- GGCTCTCCATCGCGTGAA-3’, probe 5’-CCAGCAACACTTGCTTTCCACTT-3’; DENV4, forward 5’-TCTCTGGAAAAATGAACCAACGA-3’, reverse 5’- CGGTTTCTCTCGCGTTTCAG-3’, probe 5’-AAAAGGTGGTTAGACCACCTTTCAATAT-3’. An in vitro transcribed DENV RNA, quantitated by optical density measurement, was used as a standard. RT was performed using an ABI 7500 Real-Time PCR system (Applied Biosystems) at 45°C for 10 min, followed by an incubation step at 95°C for 10 min and 40 cycles of 15 sec at 95°C and 1 min at 60°C.
Plaque-reduction neutralization test (PRNT)
100 DENV PFU were mixed with equal volumes of serially diluted sera and incubated for 1 h at 37°C. The mixtures were added for 1 h at 37°C onto Vero cells previously seeded into 6-well plates, and subsequently replaced by maintenance medium supplemented with 3%-CMC. Seven (DENV-2) or eight (DENV-1, DENV-3 and DENV-4) days later, cells were fixed overnight with 10%-formaldehyde solution prior to crystal violet staining. PFU were counted by the naked eye and the percent neutralization was determined relative to the number of PFU counted with the virus control (corresponding to 0% neutralization). PRNT50 titers, corresponding to the reciprocal serum dilution associated with 50% reduction in plaque counts, were determined using a linear model.
Cytokines quantification
Undiluted sera were tested in duplicate using the MILLIPLEX MAP Non-Human Primate Cytokines Magnetic Bead Panel Kit (Merck). Data were acquired and analyzed using the Luminex 200 reader (Merck). Results were expressed as pg/mL. Statistical analysis was based on an ANCOVA model for the change from baseline with fixed effect for strain, day, and including the baseline value as covariate. The covariance matrix for the repeated measures across days was assumed to be of the Toeplitz type. In case of non-convergence of the model, a compound symmetry structure was assumed. The model assumed equal variance across strains.
Results
Selection of recent and low-passage DENV strains from serotypes 1, 2 and 4 inducing high viral replication in rhesus macaques
A large panel of Brazilian DENV isolates was first selected based on two criteria: being recently isolated from humanpatients and not passaged more than twice in cell culture. The isolates were amplified through two additional passages in Vero cells to produce viral stocks which were tested for their DENV titer after each amplification step. Isolates to be further tested for their infectivity in macaques were selected based on two technical criteria: final viral stock titer ≥ 106 PFU or FFU/mL (to allow in vivo inoculation of ~105 PFU or FFU/0.5 mL) and consistent titers between the two amplification steps (assuming that a drastic increase in viral titer might indicate a virus adaptation to the cell culture and thus loss of wild-type characteristics). The DENV isolates selected for further in vivo evaluation are described in Table 1.Based on previously reported DENVviremia peak levels in rhesus macaques, ranging from 101.6 to 103.6 PFU/mL depending on serotype and strain [5], success criteria for robust infectivity were defined as at least two consecutive days of viremia with a peak ≥ 100 PFU or FFU/mL in 100% of the inoculated macaques. Each isolate was first inoculated into two macaques in parallel. The DENV replication was monitored by measuring viremia and RNAemia in sera collected daily after inoculation. If an isolate met the success criteria, its infectivity was further confirmed in at least 3 additional macaques. In contrast, if robust infectivity was not demonstrated, the corresponding isolate was excluded and alternative isolates from the same serotype were assessed for their replication capacity.Viremia and RNAemia times to detection, durations and peaks are shown in Table 2. None of the four tested DENV-3 isolates met the pre-defined success criteria as two out of the four DENV-3 isolates did not induce any detectable viremia or RNAemia while the other two DENV-3 isolates induced only short and low-level viremia and RNAemia. The only DENV-1 and DENV-2 isolates tested, DENV-1 0111/2011 and DENV-2 0126/2016, fully met the success criteria as yielding mean duration and peak of viremia of 6.4 days and 102.73 PFU/mL and 6.2 days and 103.50 PFU/mL, respectively (Table 2 and Fig 1). Four different DENV-4 isolates were tested. Of these, DENV-4 2935/2013 induced short and low viremia and was thus excluded from further testing. Two other DENV-4 isolates, DENV-4 ROR 7591 and DENV-4 1071/2012, although resulting in mean durations and peaks of viremia of 4 days and 102.52 FFU/mL and 5.5 days and 101.84 FFU/mL, respectively, were not further tested in vivo as the criteria for robust replication were met in only one out of the two inoculated macaques. In contrast, the last DENV-4 isolate that was tested, DENV-4 BEL 83791, met the criteria for robust infectivity in all inoculated macaques, with a mean duration and peak of viremia of 6.4 days and 102.73 FFU/mL (Table 2 and Fig 1).
Table 2
Viremia and RNAemia as detected after DENV inoculation into rhesus macaques.
DENV serotype
DENV isolate
Number of inoculated animals
Viremiaa
RNAemiab
Time to detectionc
Durationd
Peak titere
Time to detectionc
Durationd
Peak titere
DENV-1
0111/2011
5
2.0
6.4
2.7
1.2
8.6
4.5
DENV-2
0126/2010
5
1.0
6.2
3.5
2.0
5,2
4.1
DENV-3
0498/2010
2
2.0
3.5
1.7
2.0f
4.0f
2.7f
BEL 74561
2
nd
nd
nd
nd
nd
nd
ROR 6210
2
nd
nd
nd
nd
nd
nd
MÃO 9487
2
2.5
1.5
1.4
2.0f
3.0f
1.9f
DENV-4
2935/2013
2
2.0f
1.0f
0.9f
1.0
3.0
3.2
ROR 7591
2
1.0
4.0
2.5
2.5
5.5
3.5
1071/2012
2
1.0
5.5
1.8
1.5
3.5
2.7
BEL 83791
6
1.0
4.2
2.4
1.8
2.5
3.0
aViremia was measured by plaque or focus assay and expressed as log10 plaque-forming units (PFU)/mL for DENV-1 and DENV-2 and log10 focus-forming units (FFU)/mL for DENV-3 and DENV-4
bRNAemia was measured by DENV-specific real-time RT-PCR and expressed as log10 genome equivalents (ge)/mL
cTimes to detection are expressed as the averaged day post-inoculation for viremia or RNAemia onset from macaques inoculated with the same viral isolate
dDurations are expressed as the mean number of days with detectable viremia or RNAemia from macaques inoculated with the same viral isolate
ePeak titers are expressed as the averaged peak titer for viremia or RNAemia from macaques inoculated with the same viral isolate
fDetected in only 1 out of the 2 inoculated macaques; nd, not detected.
Fig 1
Viremia and RNAemia detected after inoculation with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791.
Rhesus macaques were subcutaneously inoculated with ~105 plaque- or focus-forming units (PFU and FFU, respectively) of DENV-1 0111/2011 (n = 5), DENV-2 0126/2010 (n = 5) or DENV-4 BEL 83791 (n = 6). Sera were collected daily during the 14 days post-inoculation and tested, in duplicate, by plaque or focus assay for their infectious virus content, i.e. viremia, expressed as PFU or FFU/mL (A) and by real-time RT-PCR for their DENV genome equivalent (ge) content, i.e. RNAemia, expressed as ge/mL (B). The individual viremia and RNAemia curves are shown. Horizontal dashed lines indicate the threshold of detection for the plaque/focus assay and the real-time RT-PCR assay, i.e. 2.5 PFU or FFU/mL and 102 ge/mL, respectively. In the absence of viremia and/or RNAemia detection, the corresponding sample was assigned an arbitrary titer corresponding to half the limit of detection.
Viremia and RNAemia detected after inoculation with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791.
Rhesus macaques were subcutaneously inoculated with ~105 plaque- or focus-forming units (PFU and FFU, respectively) of DENV-1 0111/2011 (n = 5), DENV-2 0126/2010 (n = 5) or DENV-4 BEL 83791 (n = 6). Sera were collected daily during the 14 days post-inoculation and tested, in duplicate, by plaque or focus assay for their infectious virus content, i.e. viremia, expressed as PFU or FFU/mL (A) and by real-time RT-PCR for their DENV genome equivalent (ge) content, i.e. RNAemia, expressed as ge/mL (B). The individual viremia and RNAemia curves are shown. Horizontal dashed lines indicate the threshold of detection for the plaque/focus assay and the real-time RT-PCR assay, i.e. 2.5 PFU or FFU/mL and 102 ge/mL, respectively. In the absence of viremia and/or RNAemia detection, the corresponding sample was assigned an arbitrary titer corresponding to half the limit of detection.aViremia was measured by plaque or focus assay and expressed as log10 plaque-forming units (PFU)/mL for DENV-1 and DENV-2 and log10 focus-forming units (FFU)/mL for DENV-3 and DENV-4bRNAemia was measured by DENV-specific real-time RT-PCR and expressed as log10 genome equivalents (ge)/mLcTimes to detection are expressed as the averaged day post-inoculation for viremia or RNAemia onset from macaques inoculated with the same viral isolatedDurations are expressed as the mean number of days with detectable viremia or RNAemia from macaques inoculated with the same viral isolateePeak titers are expressed as the averaged peak titer for viremia or RNAemia from macaques inoculated with the same viral isolatefDetected in only 1 out of the 2 inoculated macaques; nd, not detected.
DENV-neutralizing antibody responses detected after infection
To characterize the elicited DENV-neutralizing antibody responses, sera collected 2 weeks after viral inoculation were tested for their neutralizing activity by PRNT. Fig 2 shows the PRNT50 titers measured after infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791. High PRNT50 titers, ranking from ~1000 to 10000, were detected against the homologous serotypes, indirectly corroborating the high-level replication of these isolates. Cross-serotype neutralizing antibody responses were also detected, with the highest and broadest levels of cross-reactivity observed after infection with either DENV-1 0111/2011 or DENV-4 BEL 83791. DENV-2 0126/2010 elicited an antibody response that was mainly homologous to the infecting serotype while the cross-neutralizing antibody titers were not detected or close to the detection threshold. Besides the three selected isolates, all tested DENV isolates except DENV-3 ROR 6210 elicited broad DENV-neutralizing antibody responses that were strongly biased towards the homologous serotype (data not shown). This demonstrated that, except for DENV-3 ROR 6210, all inoculated isolates elicited a virus-specific adaptive immune response even when viral replication was low or undetectable.
Fig 2
DENV-neutralizing antibody responses detected after infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791.
Sera collected 2 weeks after DENV inoculation were tested by plaque-reduction neutralization test (PRNT) for their neutralizing activity against DENV-1 60305, DENV-2 44/2, DENV-3 16562 and DENV-4 TVP360. The individual serum titers associated with 50% reduction in plaque counts (PRNT50), geometric mean titers (GMT) and 95% confidence intervals (CI) are shown. Dashed lines indicate the limit of detection. In the absence of detection of neutralizing activity, the corresponding sample was assigned an arbitrary titer corresponding to half the limit of detection. P-values were calculated using the Tukey’s multiple comparisons test: **, p<0.01; ***, p<0.001; ****, p<0.0001.
DENV-neutralizing antibody responses detected after infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791.
Sera collected 2 weeks after DENV inoculation were tested by plaque-reduction neutralization test (PRNT) for their neutralizing activity against DENV-1 60305, DENV-2 44/2, DENV-3 16562 and DENV-4 TVP360. The individual serum titers associated with 50% reduction in plaque counts (PRNT50), geometric mean titers (GMT) and 95% confidence intervals (CI) are shown. Dashed lines indicate the limit of detection. In the absence of detection of neutralizing activity, the corresponding sample was assigned an arbitrary titer corresponding to half the limit of detection. P-values were calculated using the Tukey’s multiple comparisons test: **, p<0.01; ***, p<0.001; ****, p<0.0001.
Serum cytokine profile associated with infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791
To characterize the cytokine profile associated with DENVinfection in rhesus macaques, sera collected before and 1, 4, 6, 8 and 14 days after infection were tested, using a multiplexed microbead-based cytokine assay, for their concentration in soluble IFN-γ, IL-1β, IL-2, IL-6, IL-8, IL-10, IL-12/23, IL-17A, IL-18, MIP-1α, MIP-1ß, TNF-α, TGF-α, VEGF-A and MCP-1. Results obtained after infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791 are shown in Fig 3. No IL-1β, IL-6, IL-10 or IL-18 responses were detected (data not shown) and IL-2, MIP-1α and MIP-1ß were detected only in one macaque infected with DENV-4 BEL 83791 and, for MIP-1ß only, in one macaque infected with DENV-1 0111/2011. In contrast, increased MCP-1, TGF-α and IFN-γ levels, and transiently decreased IL-8 levels were observed after infection, irrespective of the DENV serotype. The increased MCP-1 levels were statistically significant at days 4, 6 and 8 post-infection for all three isolates (p≤0.0001 for DENV-1 0111/2011 and DENV-2 0126/2010 and p≤0.05 for DENV-4 BEL 83791). The increased TGF-α levels, observed at all tested time points except at day 8 post-inoculation with DENV-1 0111/2011 or DENV-2 0126/2010, were statistically significant for both DENV-1 0111/2011 (p≤0.05 at days 4 and 6 post-infection) and DENV-4 BEL 83791 (p≤0.005 at all tested time points post-infection). The increased IFN-γ levels, at day 6 post-infection with DENV-1 0111/2011 and DENV-4 BEL 83791 and at days 4 and 6 with DENV-2 0126/2010, were statistically significant for DENV-2 0126/2010 (p≤0.01 at both days 4 and 6 post-infection). The decreased IL-8 levels were statistically significant at days 1 and 14 (p≤0.05). Analysis of the kinetics of the cytokine responses in relation to the viremia showed that maximum TGF-α levels were detected either before or concurrent with the day of peak viremia, whereas the maximum MCP-1 and INF-γ levels occurred after the peak of viremia (data not shown). Moreover, although not statistically significant, increased VEGF-A levels were detected after infection with all three DENV isolates, with maximum levels observed both before and after the viremia peak. Finally, slight and not statistically significant trends for increased IL-17A levels and decreased TNF-α levels were also observed.
Fig 3
Serum cytokine profiles observed after infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791.
Sera collected before (baseline) and at days 1, 4, 6, 8 and 14 after DENV inoculation were tested, in duplicate, for their concentration in the indicated cytokines. Results were expressed as pg/mL. When no signal was detected, the corresponding sample was assigned the arbitrary value of half the limit of detection for the corresponding cytokine. Shown are the mean changes from baseline and SEM from 5 (DENV-1 0111/2011 and DENV-2 0126/2010) and 6 (DENV-4 BEL 83791) animals.
Serum cytokine profiles observed after infection with DENV-1 0111/2011, DENV-2 0126/2010 or DENV-4 BEL 83791.
Sera collected before (baseline) and at days 1, 4, 6, 8 and 14 after DENV inoculation were tested, in duplicate, for their concentration in the indicated cytokines. Results were expressed as pg/mL. When no signal was detected, the corresponding sample was assigned the arbitrary value of half the limit of detection for the corresponding cytokine. Shown are the mean changes from baseline and SEM from 5 (DENV-1 0111/2011 and DENV-2 0126/2010) and 6 (DENV-4 BEL 83791) animals.
Discussion
This study describes the identification of three recent and minimally passaged DENV isolates from serotypes 1, 2 and 4 which, after inoculation into rhesus macaques, induced robust viremia/RNAemia, strong DENV-neutralizing antibody responses, and a modification of the serum cytokine profile which shared similarities with those associated with dengue in humans. No DENVinfection-associated clinical symptom or abnormal behavior was observed here. In addition, post-mortem analysis was performed for all macaques used in this study. Tissue samples, collected both from the central nervous system and the extraneural organs, including salivary glands, heart, lungs, liver, pancreas, duodenum, stomach, spleen, small and large bowel, kidneys and lymph nodes (axillar, inguinal and mesenteric), were stained with hematoxylin and eosin and further analyzed for microscopic lesions. None of the thirty inoculated rhesus monkeys developed any histological lesion (data not shown).Low-passage DENV clinical isolates were previously shown to be infectious in marmosets and tamarins [31-33] and one study reported infectivity of so-called wild DENV isolates in rhesus macaques [34]. However, the DENV isolates used in this study had been subjected to more than ten sequential in vitro passages in the same cell system and might thus have lost their wild-type phenotype. In contrast, the isolates described here were passaged in cell culture only three times for DENV-1 0111/2011 and DENV-2 0126/2010 and four times for DENV-4 BEL 83791, with no more than two sequential passages within the same cell system.A meta-analysis of viremia kinetics during primary DENVinfection in rhesus macaques, based on 36 published studies including 466 animals, reported median times to detectable viremia of 3.32 days, 2.63 days and 3.23 days for DENV-1, DENV-2 and DENV-4, respectively [27]. With mean times to viremia of 2 days for DENV-1 0111/2011 and 1 day for DENV-2 0126/2010 and DENV-4 BEL 83791 in the current study, these isolates are among the 5–25% of isolates reported to be associated with the shortest times to detectable viremia. The same meta-analysis also revealed median viremia durations in rhesus macaques of 4.67 days, 5.13 days and 3.13 days for DENV-1, DENV-2 and DENV-4, respectively [27]. With mean viremia durations of 6.4 days for DENV-1 0111/2011, 6.2 days for DENV-2 0126/2010 and 4.17 days for DENV-4 BEL 83791 observed in the current study, these isolates were associated with longer viremia durations than those reported for most of the isolates previously tested in this model. Finally, the viremia peak titers detected after inoculation with DENV-1 0111/2011, DENV-2 0126/2010 and DENV-4 BEL 83791 (102.73, 103.50 and 102.36 PFU/mL, respectively) fell within the ranges of the highest titers previously described in rhesus macaques [5]. Altogether, the three isolates described here induced viremia of longer duration and high magnitude relative to previously reported viremia kinetics in this model, opening the door to a dengue macaque model better mirroring the DENVviremia kinetics observed in humandengue virus challenge studies [35].The selected DENV isolates elicited strong homotypic DENV-neutralizing antibody responses and, although of lower magnitude (particularly with DENV-2 0126/2010), also heterotypic responses (Fig 2). This is consistent with observations made after primary DENVinfection both in humans [36,37] and macaques [38-40]. While DENV-2 0126/2010 elicited here the highest homotypic response, a serotype 4 isolate had been previously associated, in macaque, with the highest homotypic antibody responses [38]. We speculate that the balance of elicited homotypic versus heterotypic responses might be strain- rather than serotype-specific.In our study, each of the three selected isolates induced a drastic increase in MCP-1 levels. MCP-1 drives recruitment of monocytes/macrophages and memory T cells and is secreted by monocytes [41], the main DENV target cells. MCP-1 has been widely documented as being increased during dengue fever and severe dengue in humans [1,19,20,23] and might directly induce alterations of the vascular endothelium [42]. Interestingly, increased serum MCP-1 levels had been previously reported in rhesus macaques after DENVinfection [39], further confirming its association with DENVinfection in this model. A slight but significant increase in IFN-γ levels was also observed, corroborating what has been reported both in humans [1,20,23] and once in rhesus macaques [39]. In addition, although not statistically significant, increased VEGF-A levels were observed after infection with each of the 3 selected isolates, which has not been previously reported in macaques. VEGF-A, the most potent permeability-enhancing cytokine known, has been widely reported as showing elevated levels in patients experiencing dengue fever and severe dengue and is considered as a potential marker of disease severity [1,20]. We also observed a transient and early decrease in IL-8 levels after DENVinfection, which had not been previously reported in rhesus macaques [39,43], possibly because it was not assessed at early time points after infection. However and corroborating our results, a transient and early decrease in IL-8 transcription was reported after DENVinfection in cynomolgus macaques [40]. Interestingly, while IL-8 was shown to be increased during severe dengue in humans [20,44,45], it was also reported once as being decreased in patients with classical/mild dengue fever [44]. We speculate that the early decreased IL-8 levels after DENVinfection in macaques might, at least partially, explain the lack of dengue disease in this model. Finally, we observed significantly increased levels of TGF-α which has, to our knowledge, never been reported as being associated with DENVinfection, neither in humans nor in macaques. TGF-α, which belongs to the epidermal growth factor family, is expressed in the liver where it can stimulate hepatocyte proliferation, and was reported as being closely related to the severity of liver dysfunction [46]. Given that hepatocytes are important targets for DENV and that liver dysfunction is frequently associated with dengue [7,37], it is not surprising to detect increased TGF-α levels during DENVinfection.In conclusion, we identified three recent and minimally passaged DENV isolates that induced a robust infection in rhesus macaques. In line with reported features of dengue fever in humans, infection with these isolates was also associated with increased levels of MCP-1, IFN-γ and VEGF-A and a transiently decreased IL-8 level. These results open the door to an improved dengue macaque model.
Authors: Milene Silveira Ferreira; Paulo Henrique Gomes de Castro; Gilmara Abreu Silva; Samir Mansur Moraes Casseb; Antônio Gregório Dias Júnior; Sueli Guerreiros Rodrigues; Raimunda do Socorro da Silva Azevedo; Matheus Fernandes Costa e Silva; Danielle Alves Gomes Zauli; Márcio Sobreira Silva Araújo; Samantha Ribeiro Béla; Andréa Teixeira-Carvalho; Olindo Assis Martins-Filho; Pedro Fernando da Costa Vasconcelos Journal: Immunol Lett Date: 2013-12-17 Impact factor: 3.685
Authors: M S Freire; R S Marchevsky; L F C Almeida; A M Y Yamamura; E C Caride; P A Brindeiro; M C A Motta; R M R Nogueira; C F Kubelka; M C Bonaldo; R Galler Journal: Mem Inst Oswaldo Cruz Date: 2007-05 Impact factor: 2.743
Authors: Stefan Fernandez; Stephen J Thomas; Rafael De La Barrera; Rawiwan Im-Erbsin; Richard G Jarman; Benoît Baras; Jean-François Toussaint; Sally Mossman; Bruce L Innis; Alexander Schmidt; Marie-Pierre Malice; Pascale Festraets; Lucile Warter; J Robert Putnak; Kenneth H Eckels Journal: Am J Trop Med Hyg Date: 2015-02-02 Impact factor: 2.345
Authors: Nicole Marzan-Rivera; Crisanta Serrano-Collazo; Lorna Cruz; Petraleigh Pantoja; Alexandra Ortiz-Rosa; Teresa Arana; Melween I Martinez; Armando G Burgos; Chiara Roman; Loyda B Mendez; Elizabeth Geerling; Amelia K Pinto; James D Brien; Carlos A Sariol Journal: iScience Date: 2022-07-16
Authors: Erick X Pérez-Guzmán; Petraleigh Pantoja; Crisanta Serrano-Collazo; Mariah A Hassert; Alexandra Ortiz-Rosa; Idia V Rodríguez; Luis Giavedoni; Vida Hodara; Laura Parodi; Lorna Cruz; Teresa Arana; Laura J White; Melween I Martínez; Daniela Weiskopf; James D Brien; Aravinda de Silva; Amelia K Pinto; Carlos A Sariol Journal: Nat Commun Date: 2019-09-20 Impact factor: 14.919
Authors: Michael K McCracken; Gregory D Gromowski; Lindsey S Garver; Brad A Goupil; Kathryne D Walker; Heather Friberg; Jeffrey R Currier; Wiriya Rutvisuttinunt; Kevin L Hinton; Rebecca C Christofferson; Christopher N Mores; Yannick Vanloubbeeck; Clarisse Lorin; Marie-Pierre Malice; Stephen J Thomas; Richard G Jarman; David W Vaughn; J Robert Putnak; Lucile Warter Journal: PLoS Negl Trop Dis Date: 2020-04-08