An Adenovirus Vaccine Expressing Ebola Virus Variant Makona Glycoprotein Is Efficacious in Guinea Pigs and Nonhuman Primates
Bibliographic record
Abstract
A licensed vaccine against Ebola virus (EBOV) remains unavailable, despite >11 000 deaths from the 2014-2016 outbreak of EBOV disease in West Africa. Past studies have shown that recombinant vaccine viruses expressing EBOV glycoprotein (GP) are able to protect nonhuman primates (NHPs) from a lethal EBOV challenge. However, these vaccines express the viral GP-based EBOV variants found in Central Africa, which has 97.3% amino acid homology to the Makona variant found in West Africa. Our previous study showed that a recombinant adenovirus serotype 5 (Ad5)-vectored vaccine expressing the Makona EBOV GP (MakGP) was safe and immunogenic during clinical trials in China, but it is unknown whether the vaccine protects against EBOV infection. Here, we demonstrate that guinea pigs immunized with Ad5-MakGP developed robust humoral responses and were protected against exposure to guinea pig-adapted EBOV. Ad5-MakGP also elicited specific B- and T-cell immunity in NHPs and conferred 100% protection when animals were challenged 4 weeks after immunization. These results support further clinical development of this candidate and highlight the utility of Ad5-MakGP as a prophylactic measure in future outbreaks of EBOV disease.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".