Vaccine approaches to malaria control and elimination: Insights from mathematical models
File(s)White Vaccine 2016.pdf (1.01 MB)
Published version
Author(s)
White, MT
Verity, R
Churcher, TS
Ghani, AC
Type
Journal Article
Abstract
A licensed malaria vaccine would provide a valuable new tool for malaria control and elimination efforts.
Several candidate vaccines targeting different stages ofthe malaria parasite’s lifecycle are currently under
development, with one candidate, RTS,S/AS01 for the prevention of Plasmodium falciparum infection,
having recently completed Phase III trials. Predicting the public health impact of a candidate malaria
vaccine requires using clinical trial data to estimate the vaccine’s efficacy profile—the initial efficacy
following vaccination and the pattern of waning of efficacy over time. With an estimated vaccine efficacy
profile, the effects of vaccination on malaria transmission can be simulated with the aid of mathematical
models.
Here, we provide an overview of methods for estimating the vaccine efficacy profiles of pre-erythrocytic
vaccines and transmission-blocking vaccines from clinicaltrial data. In the case of RTS,S/AS01, model estimates
from Phase II clinical trial data indicate a bi-phasic exponential profile of efficacy against infection,
with efficacy waning rapidly in the first 6 months after vaccination followed by a slower rate of waning
over the next 4 years. Transmission-blocking vaccines have yet to be tested in large-scale Phase II or
Phase III clinical trials so we review ongoing work investigating how a clinical trial might be designed to
ensure that vaccine efficacy can be estimated with sufficient statistical power. Finally, we demonstrate
how parameters estimated from clinical trials can be used to predict the impact of vaccination campaigns
on malaria using a mathematical model of malaria transmission
Several candidate vaccines targeting different stages ofthe malaria parasite’s lifecycle are currently under
development, with one candidate, RTS,S/AS01 for the prevention of Plasmodium falciparum infection,
having recently completed Phase III trials. Predicting the public health impact of a candidate malaria
vaccine requires using clinical trial data to estimate the vaccine’s efficacy profile—the initial efficacy
following vaccination and the pattern of waning of efficacy over time. With an estimated vaccine efficacy
profile, the effects of vaccination on malaria transmission can be simulated with the aid of mathematical
models.
Here, we provide an overview of methods for estimating the vaccine efficacy profiles of pre-erythrocytic
vaccines and transmission-blocking vaccines from clinicaltrial data. In the case of RTS,S/AS01, model estimates
from Phase II clinical trial data indicate a bi-phasic exponential profile of efficacy against infection,
with efficacy waning rapidly in the first 6 months after vaccination followed by a slower rate of waning
over the next 4 years. Transmission-blocking vaccines have yet to be tested in large-scale Phase II or
Phase III clinical trials so we review ongoing work investigating how a clinical trial might be designed to
ensure that vaccine efficacy can be estimated with sufficient statistical power. Finally, we demonstrate
how parameters estimated from clinical trials can be used to predict the impact of vaccination campaigns
on malaria using a mathematical model of malaria transmission
Date Issued
2015-10-23
Date Acceptance
2015-10-23
Citation
Vaccine, 2015, 33 (52), pp.7544-7550
ISSN
1873-2518
Publisher
Elsevier
Start Page
7544
End Page
7550
Journal / Book Title
Vaccine
Volume
33
Issue
52
Copyright Statement
© 2015 Elsevier Ltd. This is an open access article under the CC BY license
(http://creativecommons.org/licenses/by/4.0/)
(http://creativecommons.org/licenses/by/4.0/)
License URL
Sponsor
PATH-Program for Appropriate Technology in Health
Bill & Melinda Gates Foundation
Grant Number
GAT.0888-07-06258-CRT
OPP1068440
Subjects
Science & Technology
Life Sciences & Biomedicine
Immunology
Medicine, Research & Experimental
Research & Experimental Medicine
Malaria
Vaccine
Trial design
Mathematical model
Transmission
PLASMODIUM-FALCIPARUM INFECTION
AFRICAN CHILDREN
CONTROLLED-TRIAL
MOSQUITO TRANSMISSION
PHASE-3 TRIAL
DOUBLE-BLIND
FOLLOW-UP
EFFICACY
IMMUNIZATION
RTS,S/AS02A
Publication Status
Published