Incubation Periods of Mosquito-Borne Viral Infections: A Systematic Review
Am. J. Trop. Med. Hyg., 90(5), 2014, pp. 882–891
doi:10.4269/ajtmh.13-0403
Copyright © 2014 by The American Society of Tropical Medicine and Hygiene
Review Article: Incubation Periods of Mosquito-Borne Viral Infections: A Systematic Review
Kara E. Rudolph, Justin Lessler,* Rachael M. Moloney, Brittany Kmush, and Derek A. T. Cummings
Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
Abstract. Mosquito-borne viruses are a major public health threat, but their incubation periods are typically uncited,
non-specific, and not based on data. We systematically review the published literature on six mosquito-borne viruses
selected for their public health importance: chikungunya, dengue, Japanese encephalitis, Rift Valley fever, West Nile,
and yellow fever viruses. For each, we identify the literature’s consensus on the incubation period, evaluate the evidence for this consensus, and provide detailed estimates of the incubation period and distribution based on published
experimental and observational data. We abstract original data as doubly interval-censored observations. Assuming a
log-normal distribution, we estimate the median incubation period, dispersion, 25th and 75th percentiles by maximum likelihood. We include bootstrapped 95% confidence intervals for each estimate. For West Nile and yellow
fever viruses, we also estimate the 5th and 95th percentiles of their incubation periods.
B Encephalitis, JE, JEV, JBE, West Nile, WN, WNV, Rift
Valley fever, RVF, RVFV, chikungunya, CHIK, CHIKV,
dengue, DEN, DENV, yellow fever, YF, and YFV. We also
reviewed the infectious disease reference, Field’s Virology,
several library catalogues, and the Cochrane Library.
Two reviewers independently reviewed and categorized
abstracts. Abstracts summarizing a study of human infection
of one of the six mosquito-borne viruses included in this
review were designated for full-text review. The reviewers
resolved discrepancies through discussion and consensus.
This review satisfies the PRISMA and QUORUM systematic review checklists.
Assessment. Assessment was performed on documents
included in the full-text review as described in Lessler and
others.6 Documents were classified as either containing a
statement of the incubation period or not. Those containing
an incubation period statement were further classified
according to whether the statement was 1) based on and
ascertainable from original data, 2) based on but not ascertainable from original data, 3) sourced, or 4) unsourced.
Those not containing an incubation period statement were
further classified according to whether the article 1) contained original data that could be used to ascertain an incubation period, 2) contained original data that could not be
used to ascertain an incubation period, or 3) did not contain
any original data.
Two reviewers abstracted incubation period statements
and original incubation period data as described in Lessler
and others.6 We report the incubation period range consistent with over 50% of the abstracted statements.
Pooled analysis. As in Lessler and others,6 original data
that could be used to ascertain an incubation period were
abstracted as doubly interval-censored observations. Assuming a log-normal distribution, incubation period quantiles and
a dispersion parameter were estimated for each virus by
maximum-likelihood using the coarseDataTools package
for R.8 We used 500 bootstrapped samples to calculate
95% confidence intervals (CIs). For each of DENV, WNV,
and YFV, pooled data were analyzed 1) including only those
who were infected by a mosquito, and 2) including all
abstracted cases. For each of CHIKV, JEV, and RVFV,
pooled data were analyzed including all abstracted cases,
because there were not enough mosquito-infection observations to perform separate analyses. Cases of maternalchild transmission were excluded from the analyses. We
INTRODUCTION
Mosquito-borne viruses are a major public health threat.
Dengue virus (DENV), endemic in tropical settings, has
recently spread to more temperate climes, causing an estimated 50–100 million infections and 12,500 deaths per year.1
Similarly, epidemics of West Nile virus (WNV) are a growing concern—a 2012 epidemic in the United States caused
5,674 reported cases (51% of them neuroinvasive) and
286 deaths.2 Knowledge of the incubation period (the time
between infection and the onset of symptoms) would
improve 1) estimation of the timing, and hence the probable location, of infection;3,4 2) accurate modeling of the
disease process using predictive models; and 3) evaluation
of control measures (including quarantine) targeting symptomatic individuals.5 However, the incubation periods of
many mosquito-borne viruses are typically uncited, nonspecific, and not based on data.6,7 With the previously
mentioned gaps in mind, we systematically reviewed the
published literature on six mosquito-borne viruses selected
for their public health importance: chikungunya virus
(CHIKV), DENV, Japanese encephalitis virus (JEV), Rift
Valley fever virus (RVFV), WNV, and yellow fever virus
(YFV). For each virus, we aim to 1) identify the literature’s
consensus on the incubation period, 2) evaluate the evidence for this consensus, and 3) provide estimates of the
incubation period that contain detail on the distribution
based on published experimental and observational data.
MATERIALS AND METHODS
Search, assessment, data abstraction, and analyses largely
followed the methods of Lessler and others.6
Search strategy and selection criteria. Searches were conducted using PubMed, Google Scholar, and ISI Web of
Knowledge 4.0 as described in Lessler and others.6 Searches
were conducted between April 15, 2010 and January 6, 2011,
with no restrictions on the earliest date of the articles
returned. Each search was done with common variations of
the virus name, specifically: Japanese encephalitis, Japanese
*Address correspondence to Justin Lessler, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N.
Wolfe St., E6545, Baltimore, MD 21205. E-mail:
882
883
INCUBATION PERIODS OF MOSQUITO-BORNE VIRAL INFECTIONS
Figure 1. Systematic review process.
conducted a separate analysis of cases infected by WNV
through blood transfusion or surgery. All analyses were
done using the R statistical package (version 2.14.1). All
data and a complete bibliography are available from the
authors upon request.
RESULTS
We identified 977 articles containing incubation period
statements (Figure 1). Table 1 summarizes the incubation
periods stated in the literature for each virus. Of the 375 estimates included in these articles, 34 (9%) were original,
129 (34%) were not original but provided a source, and
212 (57%) were not original and did not provide a source.
Table 2 summarizes the 60 articles containing individuallevel data appropriate for pooled analysis (Table 2). Estimates for the incubation period of YFV and DENV had
the most supp (...truncated)