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5
Infectious Disease Emergence:
Past, Present, and Future
OVERVIEW
Emerging infections, as defined by Stephen Morse of Columbia University
in his contribution to this chapter, are infections that are rapidly increasing in
incidence or geographic range, including such previously unrecognized diseases
as HIV/AIDS, severe acute respiratory syndrome (SARS), Ebola hemorrhagic
fever, and Nipah virus encephalitis. Among his many contributions to efforts to
recognize and address the threat of emerging infections, Lederberg co-chaired
the committees that produced two landmark Institute of Medicine (IOM) reports,
Emerging Infections: Microbial Threats to Health in the United States (IOM,
1992) and Microbial Threats to Health (IOM, 2003), which provided a cru-
cial framework for understanding the drivers of infectious disease emergence
(Box WO-3 and Figure WO-13). As the papers in this chapter demonstrate,
this framework continues to guide research to elucidate the origins of emerging
infectious threats, to inform the analysis of recent patterns of disease emergence,
and to identify risks for future disease emergence events so as to enable early
detection and response in the event of an outbreak, and perhaps even predict its
occurrence.
In the chapter’s first paper, Morse describes two distinct stages in the emer-
gence of infectious diseases: the introduction of a new infection to a host popu-
lation, and the establishment within and dissemination from this population.
He considers the vast and largely uncharacterized “zoonotic pool” of possible
human pathogens and the increasing opportunities for infection presented by
ecological upheaval and globalization. Using hantavirus pulmonary syndrome
and H5N1 influenza as examples, Morse demonstrates how zoonotic pathogens
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MICROBIAL EVOLUTION AND CO-ADAPTATION
gain access to human populations. While many zoonotic pathogens periodically
infect humans, few become adept at transmitting or propagating themselves,
Morse observes. Human activity, however, is making this transition increasingly
easy by creating efficient pathways for pathogen transmission around the globe.
“We know what is responsible for emerging infections, and should be able to
prevent them,” he concludes, through global surveillance, diagnostics, research,
and above all, the political will to make them happen.
The authors of the chapter’s second paper, workshop presenter Mark
Woolhouse and Eleanor Gaunt of the University of Edinburgh, draw several gen-
eral conclusions about the ecological origins of novel human pathogens based on
their analysis of human pathogen species discovered since 1980. Using a rigor-
ous, formal methodology, Woolhouse and Gaunt produced and refined a catalog
of the nearly 1,400 recognized human pathogen species. A subset of 87 species
have been recognized since 1980—and are currently thought to be “novel” patho-
gens. The authors note four attributes of these novel pathogens that they expect
will describe most future emergent microbes: a preponderance of RNA viruses;
pathogens with nonhuman animal reservoirs; pathogens with a broad host range;
and pathogens with some (perhaps initially limited) potential for human-human
transmission.
Like Morse, Woolhouse and Gaunt consider the challenges faced by novel
pathogens to become established in a new host population and achieve efficient
transmission, conceptualizing Morse’s observation that “many are called but few
are chosen” in graphic form, as a pyramid. It depicts the approximately 1,400
pathogens capable of infecting humans, of which 500 are capable of human-to-
human transmission, and among which fewer than 150 have the potential to cause
epidemic or endemic disease; evolution—over a range of time scales—drives
pathogens up the pyramid. The paper concludes with a discussion of the public
health implications of the pyramid model, which suggests that ongoing global
ecological change will continue to produce novel infectious diseases at or near
the current rate of three per year.
In contrast to other contributors to this chapter, who focus on what, why,
and where infectious diseases emerge, Jonathan Eisen, of the University of
California, Davis, considers how new functions and processes evolve to generate
novel pathogens. Eisen investigates the origin of microbial novelty by integrating
evolutionary analyses with studies of genome sequences, a field he terms “phy-
logenomics.” In his essay, he illustrates the results of such analyses in a series
of “phylogenomic tales” that describe the use of phylogenomics to predict the
function of uncharacterized genes in a variety of organisms, and in elucidating the
genetic basis of a complex symbiotic relationship involving three species.
Knowledge of microbial genomes, and the functions they encode, is severely
limited, Eisen observes. Among 40 phyla of bacteria, for example, most of the
available genomic sequences were from only three phyla; sequencing of Archaea
and Eukaryote genomes has proceeded in a similarly sporadic manner. To fill
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INFECTIOUS DISEASE EMERGENCE
these gaps in our knowledge of the “tree of life,” his group has begun an initiative
called the Genomic Encyclopedia of Bacteria and Archaea. Eisen describes this
effort and advocates the further integration of information on microbial phylog-
eny, genetic sequence, and gene function with biogeographical data, in order to
produce a “field guide to microbes.”
The chapter’s final paper, by Peter Daszak of the Consortium for Conser-
vation Medicine, Wildlife Trust, makes the leap from knowing how infectious
diseases emerge to predicting where, and under what circumstances, an emergent
disease event is likely to occur. Daszak presents several examples of his group’s
efforts to build predictive approaches to infectious disease emergence based on
a thorough understanding of the underlying ecology. These include construct-
ing a model to predict relative risks for Nipah virus reemergence in Malaysia,
where a 1999 outbreak devastated a thriving pig farming industry; identifying
likely sources by which West Nile virus could spread to Hawaii, the Galapagos,
and Barbados; and determining likely reservoirs of H5N1 influenza for specific
geographic locations worldwide.
Daszak’s group constructed a database of emerging infectious disease
“events” first reported in human populations between 1940 and 2004, which they
have used to examine correspondences between events and ecological variables,
such as human population density and wildlife diversity, in a geographical con-
text. These analyses have revealed “hotspots” for infectious disease emergence.
Daszak discusses the implications of hotspot location for global infectious disease
surveillance, and describes how he and coworkers have used their knowledge of
hotspots to target surveillance for Nipah virus in India, and also to discover a
virus with zoonotic potential in Bangladesh.
EMERGING INFECTIONS: CONDEMNED TO REPEAT?
Stephen S. Morse, Ph.D.1
Columbia University
We have all learned about the importance of infectious diseases throughout
history, including the Plague of Justinian (541-542), the first known pandemic on
record (McNeill, 1976), and the Black Death in the fourteenth century. Stanley
Falkow, who is included in this volume, has extensively studied Yersinia pestis,
the responsible organism, and given us important insights into its pathogenesis.
Another devastating disease that was once much feared is smallpox, which is said
to have killed more people than all the wars in history. The eradication of small-
pox was therefore a triumph of public health. Ironically, smallpox has the unique
property of being the only species to date that human beings have intentionally
1 Professor
of epidemiology and founding director of the Center for Public Health Preparedness at
the Mailman School of Public Health.
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MICROBIAL EVOLUTION AND CO-ADAPTATION
driven to extinction. While we have unintentionally driven so many species to
extinction, it is nice to know we can actually intentionally do some good. Chol-
era was, of course, a very big concern in the nineteenth century and remains a
concern today, especially in places like Bangladesh, as Gerald Keusch of Boston
University and a member of the Forum can affirm.
The 1918 influenza pandemic is one of our paradigms of a nightmare emerg-
ing infectious disease event. It may very well have been the greatest natural
disaster in the early days of the twentieth century. The “official” mortality esti-
mates keep rising as investigators keep finding data from further away, in devel-
oping countries and more remote places. But that pandemic is thought to have
accounted for about 50 million or more deaths, depending on how you want to
count it, and is obviously a matter of great concern.
Despite that, we have had years of complacency about infectious diseases,
partly for reasons already discussed—the antibiotic era, immunizations, improved
public health measures—all of which have led to the fact that we now live longer
and tend to die later of chronic diseases. Unfortunately, this has not been true
everywhere. It has not been true in many developing countries. Infectious dis-
eases remain the major causes of morbidity and mortality in much of the world.
But in this paper, I would like to concentrate on emerging infections, the
ones that are not previously recognized and that seem to appear suddenly and
almost mysteriously—if you will, The Andromeda Strain (Crichton, 1969). Figure
WO-7 graphically shows a number of examples. Of course, there are also forgot-
ten infections that reappear. We sometimes call those “reemerging infections.” I
tend to think of most of the “reemerging” infections as reminding us that many
infectious diseases in our highly mechanized modern societies, with the standard
of living we enjoy, have been pushed to the margins, but have never been entirely
eliminated. So when public health measures are relaxed or are abandoned because
of lack of money or complacency—complacency being a very big problem—you
then see forgotten infections reappearing. An example is diphtheria in the former
Soviet Union and Eastern Europe in the early 1990s when those countries no
longer had the money to maintain their immunization programs. It reminds us
that many of these diseases may be forgotten, but they are not gone.
HIV/AIDS is, of course, the infection that got our attention initially and
made it possible at least to think about shaking ourselves out of the growing
complacency about infectious diseases. HIV infection and AIDS, starting from
obscurity, rose to become a leading cause of death in the United States by 1993
(Figure 5-1). There are recent reports dating HIV to the early twentieth cen-
tury, but it didn’t appear to take off until mid-century. You can find a molecular
example of HIV in Zaire in 1969, but that is almost a one-off, and then there were
reports of a few cases in the 1970s in Africa, if anyone had been paying attention.
Then suddenly, in the early 1980s, it appeared in the United States and took off
like the proverbial rocket to overtake all other causes of death in healthy young
people. Of course, this is the same age group killed in the 1918 flu, but also the
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INFECTIOUS DISEASE EMERGENCE
FIGURE 5-1 Leading causes of death in young adults, United States, 1987-2005. Red
line: Rise of HIV infection to become leading cause of death.
SOURCE: CDC (2008). Figure 5-1 COLOR
Original file colors
very people we generally expect to have the best survival rate. They have survived
childhood and we expect that they ought to be fine. As shown in Figure 5-1, all
the other causes of death were unchanged during that period.
HIV was therefore quite a surprise. When you think about it, this does seem
rather like The Andromeda Strain. We had thousands of years of experience with
infections, some of them historically recorded in some detail. Some of these are
still unidentified, and we still argue about what they were. But a disease that actu-
ally kills by undermining the immune system directly was a novel mechanism of
pathogenesis. How often does one find a new mechanism of pathogenesis in an
infectious disease, considering the thousands of years of experience that we have
had? I think it was quite remarkable.
Since its peak (around 1995), the HIV/AIDS death rate in the young adult
population in the United States has dropped (Figure 5-1), thanks largely to the
fact that a few effective drugs were finally developed, including in particular the
protease inhibitors. As a result, the trend reached a plateau and has recently been
going down. HIV/AIDS is now a treatable disease, with many lives saved among
those who can afford the medication. But it also worries me that this fortunate
situation may not last very long. Inevitably, antiviral resistance has already been
identified in some patients. Another concern is that some of the younger people
have now become quite complacent about this disease, not knowing the devasta-
tion that many of us witnessed in the 1980s, before it could be effectively treated.
We are seeing young people now regarding this with less seriousness than they
should.
So there we are, facing complacency again. If there is a bottom line to the
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MICROBIAL EVOLUTION AND CO-ADAPTATION
theme of the Forum on Microbial Threats, it is that we cannot afford to be com-
placent anymore.
What are emerging infections? I always like informally to define emerging
infections as those that would knock a really important story off the front page of
the newspaper, whether the runaway bride or the Texas polygamy case, at least for
a day or two. However, I do have a more formal definition: those infections that
are rapidly increasing in incidence or geographic range. In some cases, these are
novel, previously unrecognized diseases. But, as I am going to show you, many
of them are not The Andromeda Strain. They do not come from space. Actually,
in many cases, they have already existed in nature. Very often, anthropogenic
causes—often as unintended consequences of things we do—are important in the
emergence of these infections.
There are many examples. You can pick your favorite: Ebola in 1976; han-
tavirus pulmonary syndrome, which I will discuss briefly in a moment; Nipah,
which Peter Daszak addressed at the workshop (and his group has done some
excellent work on this); SARS; and, of course, influenza, which still continues
to surprise us.
You could think of the many events shown in Figure 5-2 as “a thousand
points of light” (or at least those of you who are old enough to remember the first
President Bush). But these are really a lot of little fires all over the world, most of
which we did not spot in time before they became big brush fires or even wild-
fires. That includes many examples, such as West Nile virus entering the United
States in 1999, the enteropathogenic Escherichia coli (made famous by the “Jack
in the Box” case2), and a number of others, including SARS, of course.
I have divided the process of disease emergence into two steps, for analysis:
(1) what I call introduction, where these “Andromeda-like” infections are coming
from; and (2) establishment and dissemination, which (fortunately for us) is much
harder for most of these agents to achieve. The basic lesson there is that many
may be called, but few are chosen.
In this two-step process, as you all know, the opportunities are increasing
thanks to ecological changes and globalization, which gives the microbes great
opportunities to travel along with us, and to travel very quickly. Even medical
technologies have played an inadvertent role in helping to disseminate emerging
infections.
I will spend most of my time talking about what seems to be the most myste-
rious step—and I hope we can demystify it a bit here—and that is the introduction
of a “new” infection. What we now know is that many of these infections, exotic
as they may seem, are often zoonotic. Some of them do not do very much, and
2 In 1993, four children died and hundreds became ill after eating undercooked hamburger pat-
ties contaminated by E. coli bacteria at Jack in the Box restaurants (see http://www.about-ecoli.
com/ecoli_outbreaks/view/jack-in-the-box-e-coli-outbreak).
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FIGURE 5-2 Global examples of emerging and reemerging infectious diseases, some of which are discussed in the main text. Red represents
Figure 5-2 COLOR.eps
newly emerging diseases; blue, reemerging or resurging diseases; black, a “deliberately emerging” disease.
bitmap image
SOURCE: Reprinted from Morens et al. (2004) with permission from Macmillan Publishers Ltd. Copyright 2004.
landscape
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00 MICROBIAL EVOLUTION AND CO-ADAPTATION
may cause no infection at all; while others may cause a truly dramatic infection,
like Ebola.
So that zoonotic pool, if I may use that term, is not fully chlorinated, and it
is a rich source of potential emerging pathogens. There is so much biodiversity
out there, including a tremendous biodiversity of microbes. Some of that biodi-
versity—we do not know how much, even now—is still untapped.
Changes in the environment may increase the frequency of contact with a
natural host carrying an infection, and therefore increase our chances of encoun-
tering microorganisms previously unknown to humans. Of course, the role of
food animals, as well as wildlife (one of the subjects of Peter Daszak’s contribu-
tion to this volume), has come very much to fore in recent years.
There are a number of examples associated with activities like agriculture,
food-handling practices, and, for the vector biologists, of course, changes in water
ecosystems. Table 5-1 lists just some of these cases. The basic point is that there
are a number of ecological changes, many of them anthropogenic, which provide
new opportunities for pathogens to emerge and gain access to human populations.
Think of these as a sort of microbial explorers, discovering new niches—us—and
exploring new territory.
It is important not to overlook the very important role of evolution as well.
One role is obviously what evolution has already been doing for a long time, lead-
ing to the biodiversity of pathogens that we see existing in nature. It is remark-
able, when you think about how great that biodiversity is. We don’t even know
how many viruses human beings are subject to, even how many inhabit us at this
very moment. But when I think about just the herpesviruses, which are pretty well
studied, that number could be very large indeed. There are eight known human
herpesviruses, and at least six of them—you might argue, even seven of them,
except for Human herpesvirus 8, the one that causes Kaposi’s sarcoma—are ubiq-
TABLE 5-1 New Opportunities for Pathogens: Ecological Changes
Agriculture Hantaan, Argentine hemorrhagic fever,
Nipah, West Nile (Israel), possibly pandemic
influenza
Food-handling practices SARS, H5N1 influenza, HIV?,
enteropathogenic E. coli
Dams, changes in water ecosystems Rift Valley fever, other vectorborne diseases,
Schistosomiasis
Deforestation, reforestation Kyasanur Forest, Lyme disease
Climate changes Hantavirus pulmonary syndrome (HPS),
vectorborne diseases
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INFECTIOUS DISEASE EMERGENCE
uitous in the human population. They can be found all over the world. Several of
them are present at very high prevalence in the human population.
That just gives you an idea of some of that great biodiversity. As it happens,
these herpesviruses are all specialized for humans. There are, of course, herpes-
viruses of other species. So a lot of coevolution between host and pathogen goes
on as well.
Of course, there is adaptation to new hosts and environments through natu-
ral selection. We see this with influenza most notably, but with many other
examples—the coronaviruses, like SARS—as well. Of course, antimicrobial resis-
tance has been mentioned so many times. If anyone needs to be convinced about
the role of evolution in the world, I think this is a pretty good demonstration—one
of the rare examples in which you can do in vitro exactly the same thing as what
happens in the real world, just on a different scale.
There are many case studies. I’ll briefly discuss a few, just to illustrate some
key points.
Hantavirus pulmonary syndrome was ironically one of the first things to
happen suddenly in the United States after the original Institute of Medicine
Emerging Infections report came out in October 1992. Hantavirus pulmonary
syndrome suddenly appeared in the southwestern United States in the following
spring and summer.
My friend Richard Preston wrote a book called The Hot Zone. He has a very
philosophical chapter at the end where he talks about the “revenge of the rainfor-
est.” I think it is a good thought, in that we should be kinder to our environment,
for many good reasons. The rainforests are great sources of biodiversity and, to
a great extent, that biodiversity was largely unexplored.
But an emerging infection can occur anywhere. Even the southwestern United
States, which looks so dry, arid, and inhospitable to life, has its share, different
from the rainforest, but just as significant.
Jim Hughes, who is a Forum member and was the director of the National
Center for Infectious Diseases (NCID) at the Centers for Disease Control and
Prevention (CDC) at the time of the outbreak, knows this story firsthand. Start-
ing in the late spring and then going through the summer of 1993, people started
appearing at emergency departments and clinics with respiratory distress. Many
of them were hospitalized. I believe the case fatality rate at that time was about
60 percent, even with treatment. It is a little lower now, but it is still hovering
near 40 to 50 percent.
The health departments did the usual investigations: There is a pocket of
plague in that area, so the local health departments tested for that. Another possi-
bility could be influenza out of season. These, and other likely possibilities, were
ruled out. The state health departments then called in CDC, which did a number
of tests and identified, perhaps surprisingly, a hantavirus as the most likely cul-
prit. This was tested both by serology and, later, shedding of virus was tested by
polymerase chain reaction (PCR). Of course, when you think of hantavirus, you
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0 MICROBIAL EVOLUTION AND CO-ADAPTATION
usually think of rodents, with a few minor exceptions. So a number of rodent
species trapped near patients’ homes were tested. The most frequent rodent was
apparently also the most frequently infected: Peromyscus maniculatus, the deer
mouse. This is a very successful and prolific rodent that is essentially the major
wild rodent in this entire area. Ruth Berkelman likes to refer to this as your typi-
cal hardworking single mom, as shown in the illustration (Figure 5-3).
Of course, once a test was developed and people started looking for the virus,
they were able to find it in a great number of other places, including serum and
tissue samples that had been saved earlier because the etiology was unknown, but
FIGURE 5-3 A deer mouse (Peromyscus maniculatus), natural host for the Sin Nombre
(hantavirus pulmonary syndrome) Figure 5-3.eps
virus, with her young.
SOURCE: Image courtesy of Bet Zimmerman, www.sialis.org.
bitmap image
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INFECTIOUS DISEASE EMERGENCE
FIGURE 5-4 Hantaviruses of the Americas. Viruses associated with human disease are
Figure 5-4 COLOR.eps
shown in bold.
bitmap image
SOURCE: Adapted from Peters (1998) with permission from ASM Press and Jim Mills.
inverted colors
odd—cases of acute respiratory distress. There were even some cases outside the
geographic range of Peromyscus maniculatus, which turned out to be hantaviruses
that were natural infections of other rodent species.
This point is illustrated in Figure 5-4 (I thank C. J. Peters, then at CDC, for
the illustration). Before 1993, the United States had one known hantavirus, not
associated with human disease (Prospect Hill virus) and another hantavirus of
rats, Seoul virus, and related variants that could be found in port cities; neither
was associated with serious acute disease in the United States. After 1993, we
had to add another: the virus that causes hantavirus pulmonary syndrome. Then,
when people started looking for hantaviruses, there was no shortage of previously
unrecognized cases. In Figure 5-4, the virus names in bold have been associated
with human disease, while many others have not. So throughout North and South
America, suddenly there was a whole rash of hantaviruses that nobody knew
existed.
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Figure 5-21 COLOR.eps
FIGURE 5-21 Global richness map of the geographic origins of EID events from 1940 to 2004. The map is derived for EID events caused
by all pathogen types. Circles represent one degree grid cells, and the area of the circle is proportional to the number of events in the cell.
bitmap image
SOURCE: Jones et al. (2008).
landscape
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INFECTIOUS DISEASE EMERGENCE
the greatest numbers of EID events. We corrected for that by geographically
plotting the coordinates of every author—about 17,000 of them—of every paper
published in the Journal of Infectious Diseases (JID) for the last 20 years, and
used this information in our analyses.
We were able to use this database to address some key questions in emerg-
ing disease biology. First, whether EIDs are really on the rise (Jones et al.,
2008). Decade by decade, from the 1940s to the 1990s, the number of EID
events has increased significantly, even after accounting for the increasing num-
bers of scientists over this period. This has another implication: It is reasonable
to expect that this trend will continue in the future. We also found that a major-
ity of EID events were associated with drug-resistant microbes. Second, we
were able to examine whether zoonoses such a HIV/AIDS, which are the most
high-profile EIDs, are truly the most significant threat. We found that zoonoses
emerging from wildlife (i.e., HIV, SARS, Ebola and Nipah viruses) are indeed
significantly rising over time and during the 1990s, represented the dominant
type of emerging disease.
Testing Hypotheses
We used our database approach to examine two simple questions: (1) Is dis-
ease emergence an “anthropogenic” process (i.e., are human changes to demog-
raphy, the environment, and other factors the key drivers of EIDs)? (2) Can we
obtain a more accurate map of the emerging disease “hotspots”—the regions most
likely to cause the next new emerging disease?
To test these theories, we first found a way around the dilemma of not know-
ing where the diversity of pathogens resides by assuming that each mammalian
species harbors a similar number of host-specific pathogens. If this is true, then
the global distribution of wildlife diversity approximates the potential zoonotic
pathogen diversity. In our analysis, we used a global dataset on mammalian host
richness.
We then used a simple multiple logistic regression to assess the correlation
between the risk of an EID historically and some key factors thought respon-
sible for disease emergence, correcting for reporter bias with the dataset on JID
authors. We addressed the first hypothesis by testing global human population
density against EID risk and showed that this is a significant predictor of risk for
each group of pathogen. This specifically shows that the risk of a disease emerg-
ing (not spreading) is dependent on human population density (i.e., those regions
with dense human populations and presumably lots of human-driven changes are
most likely to lead to a new EID).
By plotting out our risk measures globally, we were able to produce the first
ever global distribution maps of emerging disease risk, corrected for reporter
bias, and based on correlated trends in EIDs. These predictive maps of EID
“hotspots” show different global distribution patterns when we sorted EID events
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MICROBIAL EVOLUTION AND CO-ADAPTATION
according to their origins (e.g., zoonotic diseases from wildlife; vector-borne
pathogens; drug-resistant pathogens; Jones et al., 2008). For EIDs of wildlife
origin (the high-profile zoonoses), these hotspots are primarily tropical areas
where wildlife diversity is highest, and particularly where human density is also
high, as occurs in southern Brazil, northern India and Bangladesh, and Southeast
Asia (Figure 5-22). However, Europe and the United States also have significant
potential for zoonotic disease emergence, due to continued, high-level environ-
mental changes.
However, perhaps one of the key findings of our analysis is that if we plot
out the geographic distribution of all 17,000 JID authors, we find that the global
effort for infectious disease research has largely focused on regions from where
the next EID is least likely to emerge. Indeed, few EID hotspots—located pri-
marily in developing countries—are under thorough surveillance for infectious
pathogens (Jones et al., 2008). We therefore concluded that global efforts to
detect emerging infections should be slightly refocused to the Tropics if we are
to rapidly intervene with this process of emergence.
Using Predictive Approaches: “Smart Surveillance”
Can we use this hotspot approach to increase our capacity for preventing the
next EID? If we return to Nipah virus, we see that this emerging pathogen fits into
the high-profile group of zoonoses that are lethal to humans and have emerged
from wildlife in tropical regions. During the last decade, antibodies to this patho-
gen have been reported in bats across Southeast Asia, South Asia, Madagascar,
China, and even continental Africa. But this knowledge has been gleaned through
different groups working independently and often serendipitously. There has been
no focused, global surveillance for viruses related to NiV in bats.
If we examine the wildlife zoonotic disease hotspot map (Figure 5-22) in
one of the highest risk regions, Bangladesh, the human population has been
subject to a series of repeated outbreaks of NiV with higher case-fatality rates
than in Malaysia (average around 70 percent), evidence of foodborne infection,
and evidence of up to five chains of human-to-human transmission. Bangladesh
has the densest population of any country on Earth that is not an urban city-state:
2,595 people per square mile, as compared with a global average of 128 persons
per square mile (the United States has 80 people per square mile; http://www.
worldatlas.com, 2006). The country also has surprisingly high wildlife diversity,
given its population. Thus, it appears that in Bangladesh, Nipah virus is closer to
stage three, or pandemic emergence. This raises important questions: Why were
there no programs to identify NiV in Bangladesh once the virus was discovered
in Malaysia? What other regions globally might harbor spillover of NiV or related
viruses? What other zoonotic pathogens might be lurking in the South Asia hot-
spot within bats or other wildlife hosts?
I propose that a more efficient strategy to address future emerging diseases
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FIGURE 5-22 Global distribution of the relative risk of an EID event. Maps are derived for EID events caused by (a) zoonotic pathogens
Figure 5-22 COLOR.eps
from wildlife; (b) zoonotic pathogens from nonwildlife; (c) drug-resistant pathogens; and (d) vector-borne pathogens. Green corresponds to
bitmap image
lower values; red to higher values.
landscape
SOURCE: Jones et al. (2008).
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MICROBIAL EVOLUTION AND CO-ADAPTATION
is to combine rigorous analyses of the fine-scale ecological and demographic
changes within hotspot regions (the risk factors) with state-of-the-art molecular
approaches to viral discovery. This will give us a more accurate predictive model
for future disease emergence, and better definition of the size and diversity of
the zoonotic pool. Techniques such as pyrosequencing and mass tag polymerase
chain reaction (PCR) will rapidly decrease the expense and logistical challenges
involved in identifying new viral groups, and if applied to key groups of wildlife
species (those most often responsible for disease emergence in the past) within
hotspot regions, will provide the most cost-effective way to proactively address
the EID challenge. This model for virus-hunting in the future is, of course, still
somewhat crude. It is impossible, for example, to determine the future ability of
a novel virus to jump hosts successfully to humans, and its likely pathogenicity.
However, by focusing first on viral groups known to be pathogenic, and by target-
ing viral discovery within these clades, significant progress can be made toward
dealing with the EID threat.
Acknowledgments
The work described in this chapter was carried out by a large number of
collaborators, including members of the Henipavirus Ecology Research Group
(HERG),14 especially Jon Epstein (Consortium for Conservation Medicine) and
Juliet Pulliam (Fogarty International Center). The work on West Nile virus and
avian influenza was led by A. Marm Kilpatrick (Consortium for Conservation
Medicine, University of California Santa Cruz) and the hotspots analyses were
conducted in collaboration with Kate Jones (Institute of Zoology) and Marc A.
Levy (Center for International Earth Science Information Network, Columbia).
This work was supported in part by a National Institutes of Health/National
Science Foundation “Ecology of Infectious Diseases” award from the John E.
Fogarty International Center R01-TW00824, by core funding to the Consortium
for Conservation Medicine from the V. Kann Rasmussen Foundation and is
published in collaboration with the Australian Biosecurity Cooperative Research
Center for Emerging Infectious Diseases (AB-CRC).
REFERENCES
Overview References
IOM (Institute of Medicine). 1992. Emerging infections: microbial threats to health in the United
States. Washington, DC: National Academy Press.
———. 2003. Microbial threats to health: emergence, detection, and response. Washington, DC:
The National Academies Press.
14 See http://www.henipavirus.org.
OCR for page 267
INFECTIOUS DISEASE EMERGENCE
Morse References
CDC (Centers for Disease Control and Prevention). 2008. HIV mortality (through 00), http://
www.cdc.gov/hiv/topics/surveillance/resources/slides/mortality/index.htm (accessed February
10, 2009).
Crichton, M. 1969. The andromeda strain. New York: Knopf.
IOM (Institute of Medicine). 1992. Emerging infections: microbial threats to health in the United
States. Washington, DC: National Academy Press.
———. 2003. Microbial threats to health: emergence, detection, and response. Washington, DC:
The National Academies Press.
Johnson, S. 2006. The ghost map. New York: Riverhead Books/Penguin.
McNeill, W. H. 1976. Plagues and peoples. New York: Bantam Doubleday Dell Publishing Group,
Inc.
Morens, D., G. K. Folkers, and A. S. Fauci. 2004. The challenge of emerging and re-emerging infec-
tious diseases. Nature 430(6996):242-249.
Neustadt, R. E., and H. V. Fineberg. 1983. The epidemic that never was: policy-making and the swine
flu scare. New York: Vintage Books.
Peters, C. J. 1998. Hantavirus pulmonary syndrome in the Americas. Chapter 2 in Emerging infections
, edited by W. M. Scheld, W. A. Craig, and J. M. Hughes. Washington, DC: ASM Press.
Woolhouse and Gaunt References
Anderson, R.M., and May, R.M. 1991. Infectious Disease of Humans Dynamics and Control. Oxford
Scientific Press, Oxford, U.K.
Antia, R., Regoes, R.R., Koella, J.C., and Bergstrom, C.T. 2003. The role of evolution in the emer-
gence of infectious diseases. Nature 426, 658–661.
Arien, K.K.,Vanham, G., and Arts, E.J. 2007. Is HIV-1 evolving to a less virulent form in humans?
Nat. Rev. Microbiol. 5, 141–151.
Barre-Sinoussi, F., Chermann, J.C., Rey, F., Nugeyre, M.T., Chamaret, S., Gruest, J., Dauguet, C.,
Axler-Blin, C.,Vezinet-Brun, F., Rouzioux, C., Rozenbaum, W., and Montagnier, L. 1983.
Isolation of a T-lymphotropic retrovirus from a patient at risk for Acquired Immune Deficiency
Syndrome (AIDS). Science 220, 868–871.
Brosch, R., Gordon, S.V., Marmiesse, M., Brodin, P., Buchrieser, C., Eiglmeier, K., Garnier, T.,
Gutierrez, C., Hewinson, G., Kremer, K., Parsons, L.M., Pym, A.S., Samper, S., van Soolingen,
D., and Cole, S.T. 2002. A new evolutionary scenario for the Mycobacterium tuberculosis com-
plex. Proc. Natl. Acad. Sci. USA 99(6), 3684–3689.
Chai, J.Y., Murrell, K.D., and Lymbery, A.J. 2005. Fish-borne parasitic zoonoses: status and issues.
Int. J. Parasitol. 35, 1233–1254.
Chant, K., Chan, R., Dwyer, D.E., and Kirkland, P. 1998. Probable human infection with a newly
described virus in the family Paramyxoviridae. Emerg. Inf. Dis. 4, 273–275.
Cleaveland, S., Laurenson, M.K., and Taylor, L.H. 2001. Diseases of humans and their domestic
mammals: pathogen characteristics, host range and the risk of emergence. Philos. Trans. R. Soc.
Lond. B. Biol. Sci. 356, 991–999.
Cleaveland, S., Meslin, F.X., and Breiman, R. 2006. Dogs can play useful roles as sentinel hosts for
disease. Nature 440, 605.
Diamond, J. 2002. Evolution, consequences and future of plant and animal domestication. Nature
418, 700–707.
Dykhuizen, D.E. 1998. Santa Rosalia revisited: why are there so many species of bacteria. Ant. v.
Leeuwenhoek 73, 25–33.
Ebert, D. 1998. Experimental evolution of parasites. Science 282, 1432–1436.
OCR for page 268
MICROBIAL EVOLUTION AND CO-ADAPTATION
Ferguson, N.M., Cummings, D.A., Fraser, C., Cajka, J.C., Cooley, P.C., and Burke, D.S. 2006. Strate-
gies for mitigating an influenza pandemic. Nature 442, 448–452.
Haydon, D.T., Cleaveland, S., Taylor, L.H., and Laurenson, M.K. 2002. Identifying reservoirs of
infection: a conceptual and practical challenge. Emerg. Infect. Dis. 8, 1468–1473.
Holmes, E.C., and Rambaut, A. 2004. Virus evolution and the emergence of SARS coronavirus. Phil.
Trans. R. Soc. B. Biol. Sci. 359, 1059–1065.
Hubalek, Z. 2003. Emerging human infectious diseases: anthroponoses, zoonoses, and sapronoses.
Emerg. Inf. Dis. 9, 403–404.
IOM (Institute of Medicine). 2003. Microbial threats to health: emergence, detection, and response.
National Academy Press, Washington, DC, USA.
Jansen, V.A.A., Stollenwerk, N., Jensen, H.J., Ramsay, M.E., Edmunds, W.J., and Rhodes, C.J. 2003.
Measles outbreaks in a population with declining vaccine uptake. Science 301, 804.
Keele, B.F., Van Heuverswyn, F., Li, Y., Bailes, E., Takehisa, J., Santiago, M.L., Bibollet-Ruche, F.,
Chen,Y.,Wain, L.V., Liegeois, F., Loul, S., Mpoudi Ngole, E., Bienvenue, Y., Delaporte, E.,
Brookfield, J.F.Y., Sharp, P.M., Shaw, G.M., Peeters, M., and Hahn, B.H. 2006. Chimpanzee
reservoirs of pandemic and nonpandemic HIV-1. Science 313, 523–526.
King, D.A., Peckham, C., Waage, J.K., Brownlie, J., and Woolhouse, M.E.J. 2006. Infectious diseases:
preparing for the future. Science 313, 1392–1393.
Lázaro, M.E., Cantoni, G.E., Calanni, L.M., Resa, A.J., Herrero, E.R., Iacono, M.A., Enria, D.A.,
and González Cappa, S.M. 2007. Clusters of hantavirus infection, southern Argentina. Emerg.
Inf. Dis. 13, 104–110.
Lipsitch, M., Cohen, T., Cooper, B., Robins, J.M., Ma, S., James, L., Gopalakrishna, G., Chew, S.K.,
Tan, C.C., Samore, M.H., Fisman, D., and Murray, M. 2003. Transmission dynamics and control
of severe acute respiratory syndrome. Science 300, 1966–1970.
Lumio, J., Hillbom, M., Roine, R., Ketonen, L., Haltia, M., Valle, M., Neuvonen, E., and Lahdevirta,
J. 1986. Human rabies of bat origin in Europe. Lancet 1, 378.
Matthews, L., and Woolhouse, M.E.J. 2005. New approaches to quantifying the spread of infection.
Nat. Rev. Microbiol. 7, 529–536.
May, R.M., Gupta, S., and McLean, A.R. 2001. Infectious disease dynamics: What characterizes a
successful invader? Phil. Trans. R. Soc. B. Biol. Sci. 356, 901–910.
Mermin, J., Hutwagner, L., Vugia, D., Shallow, S., Daily, P., Bender, J., Koehler, J., Marcus, R.,
Angulo, F.J. Emerging Infections Program FoodNet Working Group. 2004. Reptiles, amphib-
ians and human Salmonella infection: a population-based, case-control study. Clin. Inf. Dis.
38, S253–261.
OSI (Office of Science and Innovation). 2006. Foresight. Infectious Diseases: Preparing for the
Future. Office of Science and Innovation, London, UK.
Palmarini, M. 2007. A veterinary twist on pathogen biology. PLoS Path. 3, e12.
Parrish, C.R., and Kawaoka, Y. 2005. The origins of new pandemic viruses: the acquisition of new
host ranges by canine parvovirus and influenza A viruses. Ann. Rev. Microbiol. 59, 553–586.
Simmonds, P. 2001. Reconstructing the origins of human hepatitis viruses. Phil. Trans. R. Soc. B.
Biol. Sci. 356, 1013–1026.
Stohr, K. 2003. A multicentre collaboration to investigate the cause of severe acute respiratory syn-
drome. Lancet 361, 1730–1733.
Taylor, L.H., Latham, S.M., and Woolhouse, M.E.J. 2001. Risk factors for human disease emergence.
Philos. Trans. R. Soc. Lond. B. Biol. Sci. 356, 983–989.
UNAIDS. 2007. AIDS Epidemic Update December 00. UNAIDS/WHO, Geneva, Switzerland.
Van Heuverswyn, F., Li, Y., Neel, C., Bailes, E., Keele, B.F., Liu, W., Loul, S., Butel, C., Liegeois,
F., Bienvenue, Y., Mpoudi Ngolle, E., Sharp, P.M., Shaw, G.M., Delaporte, E., Hahn, B.H., and
Peeters, M. 2006. Human immunodeficiency viruses: SIV infection in wild gorillas. Nature
444, 164.
OCR for page 269
INFECTIOUS DISEASE EMERGENCE
Weiss, R.A. 2001. Animal origins of human infectious disease. Philos. Trans. R. Soc. Lond. B. Biol.
Sci. 356, 957–977.
Wells, R.M., Sosa Estani, S., Yadon, Z.E., Enria, D., Padula, P., Pini, N., Mills, J.N., Peters, C.J.,
Segura, E.L., and the Hantavirus Pulmonary Syndrome Study Group for Patagonia. 1997. An
unusual hantavirus outbreak in southern Argentina: person-to-person transmission. Emerg.
Infect. Dis. 3, 171–174.
Wilesmith, J.W. 1994. An epidemiologist’s view of bovine spongiform encephalopathy. Philos. Trans.
R. Soc. Lond. B. Biol. Sci. 343, 357–361.
Wolfe, N.D., Dunavan, C.P., and Diamond, J. 2007. Origins of major human infectious diseases.
Nature 447, 279–283.
Wolfe, N.D., Switzer,W.M., Carr, J.K., Bhullar,V.B., Shanmugam,V., Tamoufe, U., Prosser, A.T.,
Torimiro, J.N., Wright, A., Mpoudi-Ngole, E., McCutchan, F.E., Birx, D.L., Folks, T.M., Burke,
D.S., and Heneine, W. 2004. Naturally acquired simian retrovirus infections in central African
huters. Lancet 363, 932–937.
Woolhouse, M.E.J. 2002. Population biology of emerging and re–emerging pathogens. Trends Mi-
crobiol. 10, S3–7.
Woolhouse, M.E.J., and Gowtage-Sequeria, S. 2005. Host range and emerging and reemerging patho-
gens. Emerg. Infect. Dis. 11, 1842–1847.
Woolhouse, M.E.J., Haydon, D.T., and Antia, R. 2005. Emerging pathogens: the epidemiology and
evolution of species jumps. Trends in Ecology and Evolution 20, 238–244.
Woolhouse, M.E.J., Taylor, L.H., and Haydon, D.T. 2001b. Population biology of multihost patho-
gens. Science 292, 1109–1112.
Eisen References
Blattner, F. R., G. Plunkett 3rd, C. A. Bloch, N. T. Perna, V. Burland, M. Riley, J. Collado-Vides, J. D.
Glasner, C. K. Rode, G. F. Mayhew, J. Gregor, N. W. Davis, H. A. Kirkpatrick, M. A. Goeden,
D. J. Rose, B. Mau, and Y. Shao. 1997. The complete genome sequence of Escherichia coli
K-12. Science 277(5331):1453-1474.
Brown, D. P., N. Krishnamurthy, and K. Sjölander. 2007. Automated protein subfamily identification
and classification. PLoS Computational Biology 3(8):e160.
Chatterjee, S., R. P. Almeida, and S. Lindow. 2008. Living in two worlds: the plant and insect life-
styles of Xylella fastidiosa. Annual Review of Phytopathology 46:243-271.
Dobzhansky, T. 1973. Nothing in biology makes sense except in the light of evolution. The American
Biology Teacher 35(March):125-129.
Eichenberger, P., M. Fujita, S. T. Jensen, E. M. Conlon, D. Z. Rudner, S. T. Wang, C. Ferguson, K.
Haga, T. Sato, J. S. Liu, and R. Losick. 2004. The program of gene transcription for a single
differentiating cell type during sporulation in Bacillus subtilis. PLoS Biology 2(10):e328.
Eisen, J. A. 1998a. Phylogenomics: improving functional predictions for uncharacterized genes by
evolutionary analysis. Genome Research 8(3):163-167.
———. 1998b. A phylogenomic study of the MutS family of proteins. Nucleic Acids Research
26(18):4291-4300.
———. 2000. Assessing evolutionary relationships among microbes from whole-genome analysis.
Current Opinion in Microbiology 3(5):475-480.
Eisen, J. A., and P. C. Hanawalt. 1999. A phylogenomic study of DNA repair genes, proteins, and
processes. Mutation Research 435(3):171-213.
Eisen, J. A., and M. Wu. 2002. Phylogenetic analysis and gene functional predictions: phylogenomics
in action. Theoretical Population Biology 61(4):481-487.
Eisen, J. A., K. S. Sweder, and P. C. Hanawalt. 1995. Evolution of the SNF2 family of proteins: sub-
families with distinct sequences and functions. Nucleic Acids Research 23(14):2715-2723.
OCR for page 270
0 MICROBIAL EVOLUTION AND CO-ADAPTATION
Eisen, J. A., D. Kaiser, and R. M. Myers. 1997. Gastrogenomic delights: a movable feast. Nature
Medicine 3(10):1076-1078.
Fleischmann, R. D., M. D. Adams, O. White, R. A. Clayton, E. F. Kirkness, A. R. Kerlavage,
C. J. Bult, J. F. Tomb, B. A. Dougherty, J. M. Merrick, K. McKenney, G. Sutton, W. FitzHugh,
C. Fields, J. D. Gocayne, J. Scott, R. Shirley, L. Liu, A. Glodek, J. M. Kelley, J. F. Weidman,
C. A. Phillips, T. Spriggs, E. Hedblom, M. D. Cotton, T. R. Utterback, M. C. Hanna, D. T.
Nguyen, D. M. Saudek, R. C. Brandon, L. D. Fine, J. L. Fritchman, J. R. Fuhrmann, N. S. M.
Geoghagen, C. L. Gnehm, L. A. McDonald, K. V. Small, C. M. Fraser, H. O. Smith, and J. C.
Venter. 1995. Whole-genome random sequencing and assembly of Haemophilus influenzae Rd.
Science 269(5223):496-512.
Fraser, C. M., J. A. Eisen, K. E. Nelson, I. T. Paulsen, and S. L. Salzberg. 2002. The value of
complete microbial genome sequencing (you get what you pay for). Journal of Bacteriology
184(23):6403-6405.
Haft, D. H., B. J. Loftus, D. L. Richardson, F. Yang, J. A. Eisen, I. T. Paulsen, and O. White. 2001.
TIGRFAMs: a protein family resource for the functional identification of proteins. Nucleic Acids
Research 29(1):41-43.
Heidelberg, J. F., J. A. Eisen, W. C. Nelson, R. A. Clayton, M. L. Gwinn, R. J. Dodson, D. H. Haft,
E. K. Hickey, J. D. Peterson, L. Umayam, S. R. Gill, K. E. Nelson, T. D. Read, H. Tettelin,
D. Richardson, M. D. Ermolaeva, J. Vamathevan, S. Bass, H. Qin, I. Dragoi, P. Sellers, L.
McDonald, T. Utterback, R. D. Fleishmann, W. C. Nierman, O. White, S. L. Salzberg, H. O.
Smith, R. R. Colwell, J. J. Mekalanos, J. C. Venter, and C. M. Fraser. 2000. DNA sequence of
both chromosomes of the cholera pathogen Vibrio cholerae. Nature 406(6795):477-483.
Hugenholtz, P. 2002. Exploring prokaryotic diversity in the genomic era. Genome Biology 3(2):
REVIEWS0003.
Jordan, I. K., K. S. Makarova, J. L. Spouge, Y. I. Wolf, and E. V. Koonin. 2001. Lineage-specific gene
expansions in bacterial and archaeal genomes. Genome Research 11(4):555-565.
Kang, J. M., N. M. Iovine, and M. J. Blaser. 2006. A paradigm for direct stress-induced mutation in
prokaryotes. FASEB Journal 20(14):2476-2485.
LeClerc, J. E., B. Li, W. L. Payne, and T. A. Cebula. 1996. High mutation frequencies among Esch-
erichia coli and Salmonella pathogens. Science 274(5290):1208-1211.
Lederberg, J. 1997. Infectious disease as an evolutionary paradigm. Emerging Infectious Diseases
3(4):417.
———. 1998. Emerging infections: an evolutionary perspective. Emerging Infectious Diseases
4(3):366.
Marcotte, E. M. 2000. Computational genetics: finding protein function by nonhomology methods.
Current Opinion in Structural Biology 10(3):359-365.
Marshall, B. 2002. Helicobacter pylori: 20 years on. Clinical Medicine 2(2):147-152.
McCutcheon, J. P., and N. A. Moran. 2007. Parallel genomic evolution and metabolic interdepen-
dence in an ancient symbiosis. Proceedings of the National Academy of Sciences 104(49):
19392-19397.
Moran, N. A., C. Dale, H. Dunbar, W. A. Smith, and H. Ochman. 2003. Intracellular symbionts of
sharpshooters (Insecta: Hemiptera: Cicadellinae) form a distinct clade with a small genome.
Environmental Microbiology 5(2):116-126.
Moran, N. A., P. Tran, and N. M. Gerardo. 2005. Symbiosis and insect diversification: an ancient
symbiont of sap-feeding insects from the bacterial phylum Bacteroidetes. Applied and Environ-
mental Microbiology 71(12):8802-8810.
Moran, N. A., J. P. McCutcheon, A. Nakabachi. 2008. Genomics and evolution of heritable bacterial
symbionts. Annual Review of Genetics 42:165-190.
Ohta, T. 2000. Evolution of gene families. Gene 259(1-2):45-52.
OCR for page 271
INFECTIOUS DISEASE EMERGENCE
Parkhill, J., B. W. Wren, K. Mungall, J. M. Ketley, C. Churcher, D. Basham, T. Chillingworth, R. M.
Davies, T. Feltwell, S. Holroyd, K. Jagels, A. V. Karlyshev, S. Moule, M. J. Pallen, C. W. Penn,
M. A. Quail, M. A. Rajandream, K. M. Rutherford, A. H. van Vliet, S. Whitehead, and B. G.
Barrell. 2000. The genome sequence of the food-borne pathogen Campylobacter jejuni reveals
hypervariable sequences. Nature 403(6770):665-668.
Pellegrini, M., E. M. Marcotte, M. J. Thompson, D. Eisenberg, and T. O. Yeates. 1999. Assigning
protein functions by comparative genome analysis: protein phylogenetic profiles. Proceedings
of the National Academy of Sciences 96(8):4285-4288.
Pollard, K. S., S. R. Salama, B. King, A. D. Kern, T. Dreszer, S. Katzman, A. Siepel, J. S. Pedersen,
G. Bejerano, R. Baertsch, K. R. Rosenbloom, J. Kent, and D. Haussler. 2006. Forces shaping
the fastest evolving regions in the human genome. PLoS Genetics 2(10):e168.
Silvaggi, J. M., D. L. Popham, A. Driks, P. Eichenberger, and R. Losick. 2004. Unmasking novel
sporulation genes in Bacillus subtilis. Journal of Bacteriology 86(23):8089-8095.
Sonnhammer, E. L., S. R. Eddy, and R. Durbin. 1997. Pfam: a comprehensive database of protein
domain families based on seed alignments. Proteins 28(3):405-420.
Tatusov, R. L., M. Y. Galperin, D. A. Natale, and E. V. Koonin. 2000. The COG database: a tool for ge-
nome-scale analysis of protein functions and evolution. Nucleic Acids Research 28(1):33-36.
Tomb, J. F., O. White, A. R. Kerlavage, R. A. Clayton, G. G. Sutton, R. D. Fleischmann, K. A.
Ketchum, H. P. Klenk, S. Gill, B. A. Dougherty, K. Nelson, J. Quackenbush, L. Zhou, E. F.
Kirkness, S. Peterson, B. Loftus, D. Richardson, R. Dodson, H. G. Khalak, A. Glodek, K.
McKenney, L. M. Fitzegerald, N. Lee, M. D. Adams, E. K. Hickey, D. E. Berg, J. D. Gocayne,
T. R. Utterback, J. D. Peterson, J. M. Kelley, M. D. Cotton, J. M. Weidman, C. Fujii, C.
Bowman, L. Watthey, E. Wallin, W. S. Hayes, M. Borodovsky, P. D. Karp, H. O. Smith, C. M.
Fraser, and J. C. Venter. 1997. The complete genome sequence of the gastric pathogen Helico-
bacter pylori. Nature 388(6642):539-547.
White, O., J. A. Eisen, J. F. Heidelberg, E. K. Hickey, J. D. Peterson, R. J. Dodson, D. H. Haft,
M. L. Gwinn, W. C. Nelson, D. L. Richardson, K. S. Moffat, H. Qin, L. Jiang, W. Pamphile,
M. Crosby, M. Shen, J. J. Vamathevan, P. Lam, L. McDonald, T. Utterback, C. Zalewski,
K. S. Makarova, L. Aravind, M. J. Daly, K. W. Minton, R. D. Fleischmann, K. A. Ketchum, K. E.
Nelson, S. Salzberg, H. O. Smith, J. C. Venter, and C. M. Fraser. 1999. Genome sequence of the
radioresistant bacterium Deinococcus radiodurans R1. Science 286(5444):1571-1577.
Wu, D., S. C. Daugherty, S. E. Van Aken, G. H. Pai, K. L. Watkins, H. Khouri, L. J. Tallon, J. M.
Zaborsky, H. E. Dunbar, P. L. Tran, N. A. Moran, and J. A. Eisen. 2006. Metabolic complemen-
tarity and genomics of the dual bacterial symbiosis of sharpshooters. PLoS Biology 4(6):e188.
Wu, M., Q. Ren, A. S. Durkin, S. C. Daugherty, L. M. Brinkac, R. J. Dodson, R. Madupu, S. A.
Sullivan, J. F. Kolonay, D. H. Haft, W. C. Nelson, L. J. Tallon, K. M. Jones, L. E. Ulrich, J. M.
Gonzalez, I. B. Zhulin, F. T. Robb, and J. A. Eisen. 2005. Life in hot carbon monoxide: the
complete genome sequence of Carboxydothermus hydrogenoformans Z-2901. PLoS Genetics
1(5):e65.
Zmasek, C. M., and S. R. Eddy. 2002. RIO: analyzing proteomes by automated phylogenomics using
resampled inference of orthologs. BMC Bioinformatics 3:14.
Daszak References
Black, F. L. 1966. Measles endemicity in insular populations: critical community size and its evolu-
tionary implication. Journal of Theoretical Biology 11(2):207-211.
OCR for page 272
MICROBIAL EVOLUTION AND CO-ADAPTATION
Daszak, P., R. Plowright, J. H. Epstein, J. Pulliam, S. Abdul Rahman, H. E. Field, A. Jamaluddin,
S. H. Sharifah, C. S. Smith, K. J. Olival, S. Luby, K. Halpin, A. D. Hyatt, A. A. Cunningham,
and Henipavirus Ecology Research Group (HERG). 2006. The emergence of Nipah and Hendra
virus: pathogen dynamics across a wildlife-livestock-human continuum. In Disease ecology:
community structure and pathogen dynamics, edited by R. S. Collinge. Oxford, UK: Oxford
University Press. Pp. 186-201.
Dobson, A. P., and E. R. Carper. 1996. Infectious diseases and human population history. Bioscience
46(2):115-126.
Epstein, J. H., V. Prakash, C. S. Smith, P. Daszak, A. B. McLaughlin, G. Meehan, H. E. Field, and
A. A. Cunningham. 2008. Henipavirus infection in fruit bats (Pteropus giganteus), India. Emerg-
ing Infectious Diseases 14(8):1309-1311.
Fogarty, R., K. Halpin, A. D. Hyatt, P. Daszak, and B. A. Mungall. 2008. Henipavirus susceptibility
to environmental variables. Virus Research 132(1-2):140-144.
Hufnagel, L., D. Brockmann, and T. Geisel. 2004. Forecast and control of epidemics in a globalized
world. Proceedings of the National Academy of Sciences 101(42):15124-15129.
Jones, K. E., N. G. Patel, M. A. Levy, A. Storeygard, D. Balk, J. L. Gittleman, and P. Daszak. 2008.
Global trends in emerging infectious diseases. Nature 451(7181):990-993.
Kilpatrick, A. M., Y. Gluzberg, J. Burgett, and P. Daszak. 2004. Quantitative risk assessment of the
pathways by which West Nile virus could reach Hawaii. Ecohealth 1(2):205-209.
Kilpatrick, A. M., A. A. Chmura, D. W. Gibbons, R. C. Fleischer, P. P. Marra, and P. Daszak. 2006a.
Predicting the global spread of H5N1 avian influenza. Proceedings of the National Academy of
Sciences 103(51):19368-19373.
Kilpatrick, A. M., P. Daszak, S. J. Goodman, H. Rogg, L. D. Kramer, V. Cedeno, and A. A.
Cunningham. 2006b. Predicting pathogen introduction: West Nile virus spread to Galapagos.
Conservation Biology 20(4):1224-1231.
Morse, S. S. 1993. Examining the origins of emerging viruses. In Emerging viruses, edited by S. S.
Morse. New York: Oxford University Press.
Murphy, F. A. 1998. Emerging zoonoses. Emerging Infectious Diseases 4(3):429-435.
Peeters, M., V. Courgnaud, B. Abela, P. Auzel, X. Pourrut, F. Bibollet-Ruche, S. Loul, F. Liegeois,
C. Butel, D. Koulagna, E. Mpoudi-Ngole, G. M. Shaw, B. H. Hahn, and E. Delaporte. 2002.
Risk to human health from a plethora of simian immunodeficiency viruses in primate bushmeat.
Emerging Infectious Diseases 8(5):451-457.
Taylor, L. H., S. M. Latham, and M. E. J. Woolhouse. 2001. Risk factors for human disease emer-
gence. Philosophical Transactions of the Royal Society of London. Series B, Biological sciences
356(1411):983-989.
WorldAtlas.com. 2006. Countries of the world, http://www.worldatlas.com/aatlas/populations/
ctydensityh.htm (accessed December 18, 2008).