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Epidemiology of Biowarfare and Bioterrorism
Chapter 3
EPIDEMIOLOGY OF BIOWARFARE AND
BIOTERRORISM
ZYGMUNT F. DEMBEK, P h D, MS, MPH*; JULIE A. PAVLIN, MD, MPH ; and MARK G. KORTEPETER, MD, MPH
INTRODUCTION
THE EPIDEMIOLOGY OF EPIDEMICS
Definition
Recognition
Potential Epidemiological Clues to an Unnatural Event
Outbreak Investigation
EPIDEMIOLOGICAL CASE STUDIES
Bioterrorism Events
Accidental Release of Biological Agents
Studies of Natural Outbreaks for Potential Bioweapon Use
EPIDEMIOLOGICAL ASSESSMENT TOOL
IMPROVING RECOGNITION AND SURVEILLANCE OF BIOTERRORISM
SUMMARY
* Lieutenant Colonel, Medical Service Corps, US Army Reserve; Chief, Biodefense Epidemiology and Education and Training Programs, Operational
Medicine Department, Division of Medicine, US Army Medical Research Institute of Infectious Diseases, 1425 Porter Street, Fort Detrick, Maryland
21702
Lieutenant Colonel, Medical Corps, US Army; Graduate Student, Uniformed Services University of the Health Sciences, Department of Microbiology
and Immunology, 4301 Jones Bridge Road, Room B4109, Bethesda, Maryland 20814; formerly, Chief, Department of Field Studies, Division of Preven-
tive Medicine, Walter Reed Army Institute of Research, 503 Robert Grant Avenue, Silver Spring, Maryland
Colonel, Medical Corps, US Army; Fellow, Department of Infectious Diseases, Walter Reed Army Medical Center, 6900 Georgia Avenue NW, Wash-
ington, DC 20307; formerly, Chief, Division of Medicine, US Army Medical Research Institute of Infectious Diseases, 1425 Porter Street, Fort Detrick,
Maryland
A portion of this chapter has been published as: Dembek ZF, Kortepeter MG, Pavlin JA. Discernment between deliberate and natural infec-
tious disease outbreaks. Epidemiol Infect . 2007;135:353-371.
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Medical Aspects of Biological Warfare
INTRODUCTION
Preparing for and responding to biowarfare (BW)
or bioterrorism (BT) falls squarely in the realm of
public health and in the purview of public health
professionals. Basic epidemiology is needed for
management before, during, and after an event
to identify populations at risk, target preventive
measures such as vaccinations, recognize an out-
break, track and limit disease spread, and provide
postexposure treatment or prophylaxis. Many dis-
ease-specific management needs such as vaccination
and prophylaxis are discussed elsewhere and are
not considered here. Also, agricultural terrorism is
discussed in chapter 2. This chapter will focus on
detection and epidemiological investigation includ-
ing distinguishing between natural and intentional
events. Brief case studies will be presented to dem-
onstrate important indicators and lessons learned
from historical outbreaks. Finally, traditional meth-
ods of surveillance and ways to improve surveillance
for BW/BT will be discussed.
THE EPIDEMIOLOGY OF EPIDEMICS
Definition
herd immunity. However, if the environment is modi-
fied, spread may be limited; for example, cleaning up
garbage around a home limits rat food and harborage,
and thus reduces the likelihood of bringing fleas closer
to potential human hosts, limiting a potential bubonic
plague outbreak. 3
The word epidemic comes from the Greek “epi” and
“demos,” meaning “upon a mass of people assembled
in a public place.” 1 An epidemic is defined as the occur-
rence in a community or region of an unusually large or
unexpected number of disease cases for the given place
and time. 2 Therefore, baseline rates of disease are needed
to determine whether an epidemic occurs. This infor-
mation is obtained at the hospital or community level,
or at the state, national, or global level. As an example,
thousands of influenza cases in January in the United
States may not be unusual; however, thousands of cases
in mid-July may be cause for concern. Also, even a single
case of a rare disease can be considered an epidemic.
With the absence of woolen mill industry in the United
States, any inhalational anthrax case should be highly
suspect. Many of the diseases considered as classic BW
agents, such as smallpox, viral hemorrhagic fevers, and
plague (especially pneumonic), are rare, and a single
case should be investigated. Determining whether an
outbreak occurs depends, therefore, on the disease, the
at-risk population, the location, and the time of year.
For an outbreak to occur, three points of the classic
epidemiological triangle must be present (Figure 3-1).
There must be a pathogen or agent, typically a virus,
bacterium, rickettsia, fungus, or toxin, and a host (in
this case, a human) who is susceptible to that patho-
gen or agent. The two need to be brought together in
the right environment to allow infection of the host
directly, by a vector, or through another vehicle, such
as food, water, or contact with fomites (inanimate
objects). The environment must also permit potential
transmission to other susceptible hosts. Disruption of
any of these three points of the triangle can limit or
disrupt the outbreak; therefore, it is important to know
the characteristics of the three to control an epidemic.
In one scenario, if potential hosts are vaccinated, dis-
ease spread would be significantly limited because of
Recognition
Immediate effects are evident when an explosion
occurs or a chemical weapon is released. However,
casualties produced after a BW/BT release may be
dispersed in time and space to primary care clinics and
hospital emergency departments because of the inher-
ent incubation periods of the pathogens. Therefore, the
success in managing a biological event hinges directly
on whether and when the event is recognized.
An example of the ramifications of delayed disease
outbreak recognition occurred in 1972 in the former
Yugoslavia. A single unidentified smallpox case led to
11 secondary cases, also unrecognized. Within a few
weeks there was an outbreak of 175 smallpox cases and
Host
Agent
Environment
Fig. 3-1. The epidemiological triangle
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Epidemiology of Biowarfare and Bioterrorism
35 deaths that led to a massive vaccination effort and
border closure. 4 Early disease recognition may have
significantly modified the outcome. One modeling
study of a BT-caused smallpox outbreak showed that
the more rapidly a postrelease intervention occurred,
including quarantine and vaccination, the greater the
chances that intervention would halt the spread of dis-
ease. 5 When medical professionals identify a new case, it
is unlikely that a BW/BT event would be the first cause
suspected, especially if the disease presents similar to
other diseases that might occur simultaneously, such as
influenza. Physicians are frequently taught to consider
common illnesses first and might instead consider the
source to be an endemic disease, a new or emerging
disease, or a laboratory accident before considering
BW/BT. 6 Therefore, care providers should be familiar
with the diseases of BW/BT and a maintain a healthy
“index of suspicion” to recognize an event early enough
to significantly modify the outcome. 7
Astute clinicians, hospital infection control person-
nel, school or healthcare facility nursing staff, laboratory
personnel, and other public health workers notify public
health authorities about disease outbreaks. State and lo-
cal public health officials regularly examine and review
disease surveillance information to detect outbreaks in a
timely manner and provide information to policymakers
on disease prevention programs. Time constraints are
inherent in obtaining case report information because of
the elapsed time from patient presentation, lab specimen
collection and submission, and laboratory testing time,
to final disease or organism identification reporting.
Furthermore, the initial BW/BT disease recognition
may not come from a traditional reporting partner or
surveillance method. Instead, pharmacists and clinical
laboratory staff who receive requests or samples from
numerous healthcare providers, may be the first to
note an increase in purchases or prescriptions of certain
medications (eg, doxycycline or ciprofloxacin) or orders
for certain laboratory tests (sputum or stool cultures),
respectively. Also, because many of the category A
high-threat diseases are zoonoses (primarily infecting
animals), with humans serving as accidental hosts, vet-
erinarians may be the first to recognize the disease in
animals prior to the ensuing human disease. Media and
law enforcement personnel and other nontraditional
reporters of outbreaks may also provide information
on a BT event or potential cases.
how a biological agent may be dispersed, whether
through the air, in contaminated food or water, or by
direct inoculation. In a biological attack, the number of
casualties may be small and therefore unrecognized as
intentionally infected, especially if the agent is a com-
mon cause of disease in the community. In addition,
given the agent’s incubation period, individuals may
seek care from different care providers or travel to dif-
ferent parts of the country before they become ill and
seek medical care. Despite the potential for these situ-
ations to occur, it is useful for healthcare providers to
be aware of potential clues that may be tip-offs or “red
flags” of something unusual. Although these clues may
occur with natural outbreaks and do not necessarily
signal a BW/BT attack, they should at least heighten
suspicion that an unnatural event has occurred. The
following compilation is an illustrative list; however,
additional clues may be found elsewhere. 8,9
Clue 1: A highly unusual event with large num-
bers of casualties. Although the mention of BW or BT
may elicit images of massive casualties, this may not
actually occur with a real BW/BT event. Numerous
examples of naturally spread illness have caused mas-
sive casualties. Nevertheless, the type of large outbreak
that should receive particular attention is one in which
no plausible natural explanation for the cause of the
infection exists.
Clue 2: Higher morbidity or mortality than is
expected. If clinicians are seeing illnesses that are
causing a higher morbidity or mortality than what is
typically seen or reported for a specific disease, this
may indicate an unusual event. A perpetrator may
have modified an agent to make it more virulent. If
the illness is normally sensitive to certain antibiotics
but displays resistance, then resistance may have been
purposefully engineered. Individuals could also be ex-
posed to a higher inoculum than they would normally
receive with natural spread of the agent, thus causing
higher morbidity or mortality.
Clue 3: Uncommon disease. Many infectious dis-
eases have predictable population and infectivity distri-
butions based on environment, host, and vector factors;
yet unnatural spread may occur if a disease outbreak
is uncommon for a certain geographical area. Concern
should be heightened if the naturally occurring disease
requires a vector for spread and the competent vector is
missing. If a case of a disease such as yellow fever, which
is endemic to parts of South and Central America and
sub-Saharan Africa, occurred in the United States with-
out any known travel, it would be a concern. Natural
outbreaks have occurred in new geographical locations
including the West Nile virus (WNV) in New York City
in 1999. 10 It is important to consider whether the occur-
rence of these uncommon diseases is natural.
Potential Epidemiological Clues to an Unnatural
Event
It is not possible to determine the objectives of a
bioterrorism perpetrator in advance, whether the
intent is to kill, incapacitate, or obtain visibility; or
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Medical Aspects of Biological Warfare
Clue 4: Point source outbreak. For any outbreak,
it is useful to develop an outbreak curve demonstrat-
ing the timeline of dates when patients developed
illness. These timelines can have different morpholo-
gies depending on whether individuals are exposed
at the same time from a single source or over time,
and whether the illness propagates by person-to-per-
son spread. It is thought that with an intentional BT
event, a point source outbreak curve would be seen 11
in which individuals would be exposed at a similar
point in time. The typical point source outbreak curve
has a relatively quick rise in cases, a brief plateau, and
then an acute drop, as seen in Figure 3-2. The epidemic
curve might be slightly compressed because infected
individuals were exposed more closely in time (ie,
within seconds to minutes of each other) from an
aerosol release, compared with individuals becoming
ill after eating a common food over a period of minutes
to hours. The inoculum may also be greater than what
is typically seen with natural spread, thus yielding a
shorter incubation than expected.
Clue 5: Multiple epidemics. If a perpetrator can
obtain and release a single agent, why could multiple
perpetrators not do so with a single agent at different
locations? If simultaneous epidemics occur at the same
or different locations with the same or multiple organ-
isms, an unnatural source must be considered. It must
also be considered that a mixture of biological organ-
isms with different disease incubation periods could
be combined, and would thus cause serial outbreaks
of different diseases in the same population.
Clue 6: Lower attack rates in protected individuals.
This clue is especially important to military personnel.
If certain military units wore military-oriented protec-
tive posture (MOPP) gear or respiratory protection
(such as high-efficiency particulate air [HEPA]-filtered
masks), or stayed in a HEPA-filtered tent, and had
lower rates of illness than nearby groups that were
unprotected, this may indicate that a biological agent
has been released via aerosol.
Clue 7: Dead animals. Historically, animals have
been used as sentinels of human disease. The storied
use of canaries in coal mines to detect the presence of
noxious gases is one example. Because many biological
agents that could be used for BW/BT are zoonoses, a
local animal die-off may indicate a biological agent
release that might also infect humans. This phenom-
enon was observed during the WNV outbreak in New
York City in 1999, when many of the local crows, along
with the exotic birds at the Bronx Zoo, developed fatal
disease. 12,13
Clue 8: Reverse or simultaneous spread. Zoonotic
illnesses exhibit a typical pattern: an epizootic first oc-
curs among a susceptible animal population, followed
by cases of human illness. When Sin Nombre virus
initially appeared in the desert southwest of the United
States, 14 environmental factors increased food sources
and caused the field mouse ( Peromyscus maniculatus )
population to surge. The proliferating field mice en-
croached upon human habitats. The virus spread among
the mice, causing a persistent infection and subsequent
excretion in their urine. 15 Humans close to the mice
became infected. If human disease precedes animal
disease or human and animal disease is simultaneous,
then unnatural spread should be considered.
Clue 9: Unusual disease manifestation. Over
95% of worldwide anthrax cases are cutaneous ill-
ness. Therefore, a single case of inhalational anthrax
may likely be an unnatural event. This logic may be
applied to case reports of a disease such as plague,
where the majority of naturally occurring cases are
the bubonic, and not the pneumonic form. Any in-
halational anthrax case may be caused by BW/BT
unless proven otherwise. Perhaps the only exception
would be an inhalational anthrax case in a woolen
mill worker.
Clue 10: Downwind plume pattern. The geographic
locations where cases occur can be charted on a geo-
graphic grid or map. If the reported cases are found to
be clustered in a downwind pattern, an aerosol release
may have occurred. During the investigation into the
anthrax outbreak in Sverdlovsk in 1979, as examined
later in this chapter, mapping out case locations helped
to determine that the anthrax cases were caused by
an aerosol release rather than by a contaminated food
source. 16
Clue 11: Direct evidence. The final clue may be the
most obvious and the most useful. Determining the
intentional cause of illnesses is easier if a perpetrator
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30
25
20
15
10
5
0
1 2 3 4 5 6 7 8 9
Onset by Day of Month
Fig. 3-2. Typical point source outbreak epidemic curve
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Epidemiology of Biowarfare and Bioterrorism
leaves a signature. The signature could be a letter
filled with anthrax spores, 17 a spray device, or another
vehicle for agent spread. It would then be useful to
compare samples from such a device with the clinical
samples obtained from victims to verify that they are
the same organism.
EXHIBIT 3-2
TEN STEPS IN AN OUTBREAK
INVESTIGATION
Outbreak Investigation
1. Prepare for fieldwork.
2. Verify the diagnosis. Determine an outbreak
exists.
3. Define the outbreak and seek a diagnosis.
4. Develop a case definition and identify and
count cases.
5. Develop exposure data with respect of per-
son, place, and time.
6. Implement control measures and continually
evaluate them.
7. Develop the hypothesis.
8. Test and evaluate the hypothesis with ana-
lytical studies and refine the hypothesis.
9. Formulate conclusions.
10. Communicate findings.
It is important to understand the basic goals of
an outbreak investigation, as seen in Exhibit 3-1.
Any outbreak should be investigated quickly to find
the source of the disease. If an outbreak is ongoing,
the source of infection needs to be identified and
eliminated quickly. Even if the exposure source has
dissipated, all cases should be identified quickly,
so that ameliorative care can be offered and case
interviews can be conducted. Case identification can
assist in preventing additional cases, especially with
a transmissible infectious disease.
With notification of any outbreak, whether natural
or human-caused, there are standard steps to follow in
an outbreak investigation (Exhibit 3-2), although these
steps may not always occur in order. 18 The first step
is preparation, which involves having the necessary
response elements (personnel, equipment, laboratory
capabilities) ready, and establishing communications
in advance with partners in the investigation. Once
an event is ongoing, the second step is to investigate,
verify the diagnosis, and decide whether an outbreak
exists. Early in an outbreak, its significance and scope
are often not known. Therefore, existing surveillance
information and heightened targeted surveillance ef-
forts are used to determine whether reported items are
cause for concern.
The third step is to define the outbreak and seek a
definitive diagnosis based on historical, clinical, epide-
miological, and laboratory information. A differential
diagnosis can then be established.
The fourth step is to establish a case definition that
includes the clinical and laboratory features that the ill
individuals have in common. It is preferable to use a
broad case definition at first and avoid excluding any
potential cases too early. However, a definition should
use clinical features that are objectively measured
whenever possible, such as temperature exceeding
101.5ºF, rash, bloody vomitus, or diarrhea. The case
definition enables the investigator to count cases and
compare exposures between cases and noncases. To
obtain symptom information, it may not be sufficient
to look at healthcare facilities only, but it will likely
also be necessary to interview the ill persons and their
family members, as well as coworkers, classmates,
or others with whom they have social contact. It
is important to maintain a roster of potential cases
while obtaining this information. Commonly dur-
ing an investigation, there is a risk of double or even
triple-counting cases because they may be reported
more than once through different means. Key infor-
mation needed from each ill person includes date of
illness onset; signs and symptoms; recent travel; ill
contacts at work, home, or school; animal exposures;
and treatments received. With this information, an
epidemic curve can be constructed (see Figure 3-2)
that may provide information as to when a release
may have occurred, especially if the disease is known,
and an expected exposure date based on the typical
incubation period, known ill contacts, or geographic
risk factors.
Different modes of disease spread may have typical
features that comprise an epidemic curve. If the agent
is spread person-to-person, successive waves of illness
may be seen as one group of individuals infects a fol-
low-on group, which in turn infects another, and so on
EXHIBIT 3-1
GOALS OF AN OUTBREAK INVESTIGATION
• Find the source of disease
• Rapidly identify cases
• Prevent additional cases
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