Next Article 
Infection and Immunity, July 2005, p. 3829-3832, Vol. 73, No. 7
0019-9567/05/$08.00+0 doi:10.1128/IAI.73.7.3829-3832.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Host as the Variable: Model Hosts Approach the Immunological Asymptote
Arturo Casadevall*
Division of Infectious Diseases of the Department of Medicine and the Department of Microbiology of the Albert Einstein College of Medicine, 1300 Morris Park Ave., Bronx, New York 10461

INTRODUCTION
There is currently great interest in studying the interaction
of nonmammalian hosts with microbes that are pathogenic to mammals.
In recent years, numerous studies have reported the outcome
of human pathogenic microbe interactions with such nonmammalian
hosts as amoebae, slime molds, plants, worms, fish, and insects
(
18,
20,
24,
27,
32,
34). This trend is fueled by many forces,
including the precedent established by the discovery of Toll
receptors in flies (
3), the realization that microbial virulence
mechanisms are often shared and conserved among very different
types of hosts (
26), the suggestion that for certain microbes
mammalian virulence may originate from interactions with nonmammalian
hosts in the environment (
7,
34), the attraction of simpler
host-microbe systems with well-developed genetic tool boxes
(
32), fewer restrictions on the use of nonvertebrate hosts,
and scientific curiosity about the extent to which host-microbe
interactions are common. In this issue, we are presented with
a timely Minireview on worms and flies as model hosts (
20) and
the description of yet another model host system for the study
of fungal pathogenesis using moths (
23). Clearly, the study
of model hosts is a powerful tool in microbial pathogenesis;
yet, their use poses questions that range from the proper lexicon
to the justification for this type of scientific inquiry.

Host: alternate, alternative, either, or neither?
When investigators attempt to glean new insights about the pathogenesis
of a specific microbe from a new experimental system that utilizes
a different type of host, the new system is sometimes referred
to as an alternate or alternative host or model. Although this
terminology is understandable in the context of differentiating
the new experimental system from the vertebrate or mammalian
host of interest, the terms "alternate host" or "alternative
host" are already used in other fields, where they convey specific
meanings. An alternate host has been defined as a secondary
host, as either host of a heteroxenous rust (
28), and as a facultative
intermediate host (
14). The alternate host also applies to the
situation with some parasites, like
Plasmodium spp., that alternate
between different hosts as part of their life cycle. The phrase
"alternative host" is sometimes used to refer to plant hosts
that can be colonized by, but are different than, the main host
and are not required for the completion of the life cycle of
a specific pathogen (
19). Since these experimental systems are
not usually intended to allow completion of a life cycle, the
term "alternative" is probably preferable to maintain some continuity
of meaning with the scientific lexicon and the plant and mycology
literature. However, a closer inspection of these terms suggests
that neither term is really adequate to convey the intended
meaning, since the use of a new host is not usually viewed as
an alternative to the mammalian host but rather as an experimental
system that will hopefully yield new insights by comparative
analysis. Consequently, it may be more precise to simply use
the phrase "model host" or "host model." Some recent papers
have used this terminology (
18,
32).

Model hosts: novelty or ancient history?
The discovery of Toll receptors in
Drosophila melanogaster has
reinvigorated the study of other hosts in the disciplines of
microbial pathogenesis and immunology, but it is worth remembering
that Metchnikoff drew key immunological and developmental insights
from observational studies of marine invertebrates (
36). His
observation of amoeboid cells congregating at a lesion in a
starfish inspired his proposal of the phagocytic theory of immunity.
Metchnikoff's work predated the identification of Toll receptors
by 100 years, and both observations were possible because of
the conservation of the innate immune system. In fact, a strong
case can be made that model hosts are old experimental systems
that date to the very beginnings of experimental biology and
helped launch the science of immunology.

Microbial and immunological variables.
Since microbial virulence is only one outcome of the interaction
between a microbe and its host, investigators of microbial pathogenesis
must consider at least two variables in any experimental system:
the host and the microbe (
9). However, since the interests of
most investigators in the field of microbial pathogenesis are
primarily microbecentric or hostcentric, most experimental systems
are focused on either the microbe or the host. A microbe- or
hostcentric focus is also encouraged by the current reductionist
intellectual climate that encourages in-depth investigation
of relatively narrow questions. Microbecentric views of virulence
emphasize the existence of virulence factors and mechanisms
by which microbes cause disease in susceptible hosts, while
hostcentric views tend to focus on immunological variables that
affect host susceptibility (
9,
10). This dualism is reflected
in the larger fields of microbiology and immunology, where the
major experimental variables are usually microbe related and
host related, respectively. Consequently, microbecentric investigators
tend to modify microbial variables while keeping the host constant.
For example, microbecentric investigators generate microbial
mutants and evaluate the contributions of specific genes to
the outcome of the host-microbe interaction. This approach is
exemplified in Falkow's molecular postulates of virulence, where
the object is to use the tools of molecular biology to rigorously
identify those attributes that contribute to virulence (
11).
In contrast, hostcentric investigators tend to vary the host
while keeping the microbe constant. Hence, immunologists evaluate
the contributions of certain components of the host immune system
by making directed gene deletions and comparing the outcomes
of infection with given hosts. Another example where host variables
are altered is found in vaccine studies where the efficacy of
a potential vaccine antigen is evaluated by comparing the susceptibilities
of immunized and naïve hosts to a microbe. The causes of
this intellectual divide are probably multifactorial and reflect
the need for reductionism in the study of complex systems, scientific
tribalism, and the intellectual traditions that spawned the
disciplines of immunology and microbial pathogenesis from the
older fields of microbiology and medicine after the germ theory
of disease was accepted in the late 19th century.
Viewed from the context of the microbe- and hostcentric divide, the use of nonmammalian hosts to explore questions of microbial virulence allows microbecentric investigators to approach the immunological asymptote, since changing the host makes the host an experimental variable. Conversely, for hostcentric investigators, the experiences with model hosts provide the basis for comparison that allows the identification of common themes in host defense. Hence, the introduction of model hosts into microbial virulence studies has the potential to narrow the intellectual divide between microbecentric and hostcentric investigators.

Limitations of other model systems.
A major limitation of model host systems is that they are useful
only for studying nonspecific pathogens (i.e., those capable
of infecting and causing disease in more than one host). In
this regard, the development of model systems for the human
pathogenic fungus
Cryptococcus neoformans involving amoebae
(
5,
31), slime mold (
30), flies (
1), worms (
21), and now moths
(
23) is possible because of the remarkable host range of
C. neoformans, which also extends to other mammals, birds, and
reptiles (
8,
13). Model host systems are usually not applicable
to viral pathogens that have only one host or to parasites with
highly specialized host systems. Another significant limitation
of model host systems for mammalian pathogenesis is the need
to work at lower temperatures. For example,
Dictyostelium discoideum is not viable at temperatures above 27°C, and this precludes
studies of microbial virulence expression at mammalian temperatures
(
32). The development of the wax moth (
Galleria mellonella)
as a model host for
C. neoformans (
23),
Aspergillus flavus (
33),
and
Candida albicans (
4) is a significant advance because moths
can tolerate mammalian temperatures. Interestingly,
C. neoformans killed moths faster at 37°C than at 30°C (
23), suggesting
a temperature regulation of virulence factors or an impairment
of moth immunity at the higher temperature range.
When model hosts are available as experimental systems, the advantages and disadvantages of the particular system being considered are also a function of the phylogenetic distance between the hosts compared and the experimental question being investigated. Hostcentric investigators interested in immunological questions must contend with the fact that the likelihood of finding commonalities between hosts decreases with their phylogenetic distance. On the other hand, the discovery of a shared immune or virulence strategy between phylogenetically distant hosts could provide major insights into host defense and microbial pathogenesis. Conservation of function across evolutionary distances suggests that the relevant function conferred a significant survival advantage across the evolutionary time scale. Alternatively, the identification of common host defense or virulence strategies could reflect convergent evolution to a particularly suitable solution to a microbial virulence problem. However, immune and virulence strategies specific to mammalian host-microbe interactions are less likely to be discovered by focusing on model hosts. Hence, the adaptive immune system would not have been discovered if immunological experimentation was limited to invertebrate or unicellular hosts. Similarly, a host defense mechanism discovered in a phylogenetically distant model host may have no relevance to host defense in mammals. For example, insects use melanin polymerization, a defense mechanism not found in vertebrates, to trap, contain, and kill microbial pathogens (29). However, such information may still be medically useful, since one could imagine genetically modifying the host of interest to express defense mechanisms of a phylogenetically distant host. Furthermore, microbes that infect phylogenetically distant hosts must have developed virulence strategies to cope with differences in immune mechanisms that in turn may rely on common attributes that can be discerned only by comparative studies. Returning to the melanin example, it is remarkable that this pigment is used both by insects for host defense (29) and by many microbes for virulence (25). Insights gained from model hosts could conceivably be exploited to enhance the resistance of other susceptible hosts. In this regard, the highly effective melanin-based defense strategies used by insects might be engineered into vertebrate or plant hosts, thus providing a new layer of innate immune defense.
For microbecentric investigators, the identification of microbial virulence strategies that are used in both vertebrate and invertebrate hosts would imply highly conserved mechanisms of pathogenesis. Hence, the finding that Legionella pneumophila and C. neoformans employ generally similar strategies to subvert amoebae and macrophages indicates the development of a non-host-specific pathogenic strategy (31, 34). In this situation, identifying commonalities and differences between the host-microbe interactions could be extremely insightful for dissecting the relevant pathogenic strategy.

Justification.
A hurdle faced by investigators wanting to use other hosts to
study pathogenesis at a time of limited resources is the need
for developing a compelling rationale for justifying their studies.
Clearly, if support for biomedical research by society is largely
intended for the goal of improving human health, then it is
reasonable to ask about the potential benefits of committing
scarce resources to the study of microbial interactions with
other hosts. Fortunately, there are powerful rationales for
using model hosts, some of which have also been proposed by
others (
15,
20,
32).

(i) Dissection of virulence mechanisms.
Model hosts provide convenient systems for identifying potential
attributes of virulence in pathogenic microbes. Model hosts
are generally better suited than mammalian hosts for high-throughput
screening techniques, including genomic and proteomic analyses.
The finding that mechanisms of virulence are conserved across
very different types of host-microbe interactions provides a
compelling rationale for employing model hosts to screen for
and identify virulence determinants. There are now numerous
precedents whereby virulence determinants identified in model
hosts have been shown to be important for mammalian virulence
(
16,
22,
32,
35). Insights made with model hosts can then be
tested with mammal hosts to ascertain their relevance for mammalian
microbial pathogenesis.

(ii) Comparative immunological studies.
Model hosts can be used to screen for host genetic determinants
of both susceptibility and resistance, which can then be tested
with mammal host systems for relevance to host defense. The
discovery of Toll receptors in flies and the subsequent identification
of Toll-like receptors in vertebrates is the precedent that
is often used to justify using model hosts to search for new
host defense mechanisms. On the other hand, discovering host
defense mechanisms in model hosts that have no counterpart in
mammals can provide useful insights into other defensive strategies
and may reveal microbial vulnerabilities that could be exploited
by drug discovery or crop engineering to reduce microbial susceptibility.

(iii) Emergence and maintenance of virulence for certain microbes.
For some pathogenic microbes acquired from the environment,
the phenomenon of mammalian virulence may result from selection
by other microbes, including predators (
6,
7). Given that many
emergent infectious diseases originate from the environment
and that mammalian virulence is influenced by microbe-microbe
interactions in environmental niches, one can justify studies
of microbes and their likely natural hosts to understand, anticipate,
and identify potential threats. Hence, the study of the interaction
of microbes with other microbes and hosts could provide insights
into the mechanisms responsible for the emergence of virulence.

(iv) Evolutionary studies.
Host-microbe interactions are almost certainly ancient in the
evolutionary timescale. In fact, eukaryotic cells may have originated
from early host-microbe interactions between unicellular organisms
which resulted in the emergence of organelles from ancient infection
events that led to symbiotic microbial interactions (
17).

(v) Drug screening.
Invertebrates have been used for screening potentially useful
medicinal compounds by taking advantage of conversed physiology
between animals. For example,
Drosophila has been used to screen
for antiaging drugs (
2), and
Caenorhabditis elegans has been
used to screen for antihelminthic microbial molecules (
12).
A paper by Mylonakis et al. demonstrates how moths infected
with a fungal pathogen can be used to assess the efficacies
of combinations of antifungal agents (
23). It is noteworthy
that the combination of amphotericin B and 5-flucytosine is
most effective against
C. neoformans in moths, a finding that
parallels human experience and suggests the potential utility
of model hosts to rapidly screen drug combinations for antimicrobial
efficacy.
Model hosts are old experimental systems that have been employed for the study of virulence and host defense since the dawn of immunology. Model host systems are powerful adjunctive tools for studying virulence because they have the capacity to highlight similarities, contrast differences, and provide important insights. However, they are not substitute or alternative hosts, since each host-microbe system is unique and no one host can fully replicate another. Even within a species, the genetic diversity among individuals and microbes makes each host-microbe interaction unique. Model hosts are increasingly attractive systems that will undoubtedly continue to find new uses and applications.

ACKNOWLEDGMENTS
This work was supported by GM071421.

FOOTNOTES
* Mailing address: Department of Medicine, Albert Einstein College of Medicine, 1300 Morris Park Ave., Bronx, NY 10461. Phone: (718) 430-2215. Fax: (718) 430-8968. E-mail:
casadeva{at}aecom.yu.edu.

The views expressed in this Commentary do not necessarily reflect the views of the journal or of ASM.
Editor: T. R. Kozel

REFERENCES
1 - Apidianakis, Y., L. G. Rahme, J. Heitman, F. M. Ausubel, S. B. Calderwood, and E. Mylonakis. 2004. Challenge of Drosophila melanogaster with Cryptococcus neoformans and role of the innate immune response. Eukaryot. Cell 3:413-419.[Abstract/Free Full Text]
2 - Bauer, J. H., S. Goupil, G. B. Garber, and S. L. Helfand. 2004. An accelerated assay for the identification of lifespan-extending interventions in Drosophila melanogaster. Proc. Natl. Acad. Sci. USA 101:12980-12985.[Abstract/Free Full Text]
3 - Brennan, C. A., and K. V. Anderson. 2004. Drosophila: the genetics of innate immune recognition and response. Annu. Rev. Immunol. 22:457-483.[CrossRef][Medline]
4 - Brennan, M., D. Y. Thomas, M. Whiteway, and K. Kavanagh. 2002. Correlation between virulence of Candida albicans mutants in mice and Galleria mellonella larvae. FEMS Immunol. Med. Microbiol. 34:153-157.[CrossRef][Medline]
5 - Bunting, L. A., J. B. Neilson, and G. S. Bulmer. 1979. Cryptococcus neoformans: gastronomic delight of a soil amoeba. Sabouraudia 17:225-232.[Medline]
6 - Casadevall, A. 2005. Fungal virulence, vertebrate endothermy, and dinosaur extinction: is there a connection? Fungal Genet. Biol. 42:98-106.[CrossRef][Medline]
7 - Casadevall, A., J. D. Nosanchuk, and J. N. Steenbergen. 2003. Ready-made' virulence and dual-use' virulence factors in pathogenic enviromental fungithe Cryptococcus neoformans paradigm. Curr. Opin. Microbiol. 112:1164-1175.
8 - Casadevall, A., and J. R. Perfect. 1998. Cryptococcus neoformans. American Society for Microbiology, Washington, D.C.
9 - Casadevall, A., and L. Pirofski. 2001. Host-pathogen interactions: the attributes of virulence. J. Infect. Dis. 184:337-344.[CrossRef][Medline]
10 - Casadevall, A., and L. A. Pirofski. 2002. What is a pathogen? Ann. Med. 34:2-4.[CrossRef][Medline]
11 - Falkow, S. 1988. Molecular Koch's postulates applied to microbial pathogenicity. Rev. Infect. Dis. 10(Suppl. 2):S274-S276.
12 - Haber, C. L., C. L. Heckaman, G. P. Li, D. P. Thompson, H. A. Whaley, and V. H. Wiley. 1991. Development of a mechanism of action-based screen for anthelmintic microbial metabolites with avermectinlike activity and isolation of milbemycin-producing Streptomyces strains. Antimicrob. Agents Chemother. 35:1811-1817.[Abstract/Free Full Text]
13 - Hough, I. 1998. Cryptococcosis in an eastern water skink. Aust. Vet. J. 76:471-472.[Medline]
14 - Landau, S. I., et al. (ed.). 1986. International dictionary of medicine and biology. John Wiley & Sons, New York, N.Y.
15 - Mahajan-Miklos, S., L. G. Rahme, and F. M. Ausubel. 2000. Elucidating the molecular mechanisms of bacterial virulence using non-mammalian hosts. Mol. Microbiol. 37:981-988.[CrossRef][Medline]
16 - Mahajan-Miklos, S., M. W. Tan, L. G. Rahme, and F. M. Ausubel. 1999. Molecular mechanisms of bacterial virulence elucidated using a Pseudomonas aeruginosa-Caenorhabditis elegans pathogenesis model. Cell 96:47-56.[CrossRef][Medline]
17 - Margulis, L. 1971. The origin of plant and animal cells. Am. Sci. 59:230-235.[Medline]
18 - Miller, J. D., and M. N. Neely. 2004. Zebrafish as a model host for streptococcal pathogenesis. Acta Trop. 91:53-68.[CrossRef][Medline]
19 - Moeser, J., and S. Vidal. 2004. Do alternative host plants enhance the invasion of the maize pest Diabrotica virgifera virgifera (Coleoptera: Chrysomelidae, Galerucinae) in Europe? Environ. Entomol. 33:1169-1177.
20 - Mylonakis, E., and A. Aballay. 2005. Worms and flies as genetically tractable animal models to study host-pathogen interactions. Infect. Immun. 71:3833-3841.
21 - Mylonakis, E., F. M. Ausubel, J. R. Perfect, J. Heitman, and S. B. Calderwood. 2002. Killing of Caenorhabditis elegans by Cryptococcus neoformans as a model of yeast pathogenesis. Proc. Natl. Acad. Sci. USA 99:15675-15680.[Abstract/Free Full Text]
22 - Mylonakis, E., A. Idnurm, R. Moreno, J. El Khoury, J. B. Rottman, F. M. Ausubel, J. Heitman, and S. B. Calderwood. 2004. Cryptococcus neoformans Kin1 protein kinase homologue, identified through a Caenorhabditis elegans screen, promotes virulence in mammals. Mol. Microbiol. 54:407-419.[CrossRef][Medline]
23 - Mylonakis, E., R. Moreno, J. B. El Khoury, A. Idnurm, J. Heitman, S. B. Calderwood, F. M. Ausubel, and A. Diener. 2005. Galleria mellonella as a model system to study Cryptococcus neoformans pathogenesis. Infect. Immun. 71:3842-3850.
24 - Neely, M. N., J. D. Pfeifer, and M. Caparon. 2002. Streptococcus-zebrafish model of bacterial pathogenesis. Infect. Immun. 70:3904-3914.[Abstract/Free Full Text]
25 - Nosanchuk, J. D., and A. Casadevall. 2003. The contribution of melanin to microbial pathogenesis. Cell. Microbiol. 5:203-223.[CrossRef][Medline]
26 - Rahme, L. G., E. J. Stevens, S. F. Wolfort, J. Shao, R. G. Tompkins, and F. M. Ausubel. 1995. Common virulence factors for bacterial pathogenicity in plants and animals. Science 268:1899-1902.[Abstract/Free Full Text]
27 - Rahme, L. G., M. W. Tan, L. Le, S. M. Wong, R. G. Tompkins, S. B. Calderwood, and F. M. Ausubel. 1997. Use of model plant hosts to identify Pseudomonas aeruginosa virulence factors. Proc. Natl. Acad. Sci. USA 94:13245-13250.[Abstract/Free Full Text]
28 - Singleton, P., and D. Sainsbury. 1987. Dictionary of microbiology and molecular biology. John Wiley & Sons, Chichester, England.
29 - Söderhäll, K., and V. J. Smith. 1986. Prophenoloxidase-activating cascade as a recognition and defense system in arthropods, p. 251-285. In A. P. Gupta (ed.), Hemocytic and humoral immunity in arthropods. John Wiley & Sons, New York, N.Y.
30 - Steenbergen, J. N., J. D. Nosanchuk, S. D. Malliaris, and A. Casadevall. 2003. Cryptococcus neoformans virulence is enhanced after growth in the genetically malleable host Dictyostelium discoideum. Infect. Immun. 71:4862-4872.[Abstract/Free Full Text]
31 - Steenbergen, J. N., H. A. Shuman, and A. Casadevall. 2001. Cryptococcus neoformans interactions with amoebae suggest an explanation for its virulence and intracellular pathogenic strategy in macrophages. Proc. Natl. Acad. Sci. USA 18:15245-15250.
32 - Steinert, M., and K. Heuner. 2005. Dictyostelium as host model for pathogenesis. Cell. Microbiol. 7:307-314.[CrossRef][Medline]
33 - St. Leger, R. J., S. E. Screen, and B. Shams-Pirzadeh. 2000. Lack of host specialization in Aspergillus flavus. Appl. Environ. Microbiol. 66:320-324.[Abstract/Free Full Text]
34 - Swanson, M. S., and B. K. Hammer. 2000. Legionella pneumophila pathogenesis: a fateful journey from amoebae to macrophages. Annu. Rev. Microbiol. 54:567-613.[CrossRef][Medline]
35 - Tan, M. W., L. G. Rahme, J. A. Sternberg, R. G. Tompkins, and F. M. Ausubel. 1999. Pseudomonas aeruginosa killing of Caenorhabditis elegans used to identify P. aeruginosa virulence factors. Proc. Natl. Acad. Sci. USA 96:2408-2413.[Abstract/Free Full Text]
36 - Tauber, A. I. 2003. Metchnikoff and the phagocytosis theory. Nat. Rev. Mol. Cell. Biol. 4:897-901.[CrossRef][Medline]
Infection and Immunity, July 2005, p. 3829-3832, Vol. 73, No. 7
0019-9567/05/$08.00+0 doi:10.1128/IAI.73.7.3829-3832.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
This article has been cited by other articles:
-
McClelland, E. E., Bernhardt, P., Casadevall, A.
(2006). Estimating the Relative Contributions of Virulence Factors for Pathogenic Microbes. Infect. Immun.
74: 1500-1504
[Abstract]
[Full Text]