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Title: Animal models and methods for sepsis
United States Patent: 6,964,856
Issued: November 15, 2005
Inventors: Bellinger-Kawahara; Carole (Redwood City, CA);
Contag; Pamela R. (San Jose, CA); Hubbard; Alan (Berkeley, CA)
Assignee: Xenogen Corporation (Alameda, CA)
Appl. No.: 439902
Filed: May 15, 2003
Abstract
Methods for selecting a candidate drug for treating sepsis are disclosed.
The methods involve labeling a sepsis-causing pathogen with a reporter and
monitoring the progress of infection by detecting levels of the reporter in
animals treated with test compounds or drugs. The comparisons may be made
between experimental and control animals, as well as within a single animal
or group of animals. Also disclosed is a method for predicting an expected
time of death of an experimental animal in a model system of sepsis using
data generated in the initial part of the experiment.
SUMMARY OF THE INVENTION
In one aspect, the invention includes a method for selecting a candidate
drug for treating sepsis. The method includes the steps of (i) selecting a
model system of sepsis, the model system comprising an animal species and a
pathogen species capable of causing sepsis in the animal species, in which
model system a critical rate of pathogen load increase has been ascertained;
(ii) infecting an experimental animal of the animal species with a dose of
reporter-labeled pathogen of the pathogen species, where the dose is
sufficient to result in a rate of pathogen load increase exceeding the
critical rate; (iii) administering a test drug to the experimental animal;
(iv) measuring the level of the reporter in the experimental animal; and (v)
selecting the test drug as a candidate drug for treating sepsis if the test
drug is effective to decrease the rate of pathogen load increase in the
experimental animal below the critical rate of pathogen load increase.
In one embodiment, the pathogen species is a bacterium species and the
pathogen is a bacterium, e.g., a bacterium species selected from the group
consisting of Enterococcus spp., Staphylococcus spp.,
Streptococcus spp., Enterobacteriacae family, Providencia spp.
and Pseudomonas spp. An exemplary bacterium is a Pseudomonas
spp.
In another embodiment, the animal species is a mammal, e.g., a rodent such
as a mouse. In yet another embodiment, the reporter is light-emitting
reporter, such as a luminescent reporter, e.g., a luciferase enzyme. In
still another embodiment, the measuring is done using a photon detection
device, such as an intensified CCD camera or a cooled CCD camera.
In another aspect, the invention includes a method for selecting a candidate
drug for treating sepsis. The method includes the steps of (i) selecting a
model system of sepsis, the model system comprising an animal species and a
pathogen species capable of causing sepsis in the animal species, in which
animal species (a) a time of onset of terminal sepsis in response to a
selected dose of the pathogen species, and (b) a critical infection level of
the pathogen species, have been ascertained; (ii) infecting an experimental
animal of the animal species with a dose of reporter-labeled pathogen of the
pathogen species, where the dose is sufficient to cause the onset of
terminal sepsis in an untreated animal; (iii) administering a test drug to
the experimental animal; (iv) measuring the level of the reporter in the
experimental animal at a selected time after onset of terminal sepsis, where
the level of reporter corresponds to the level of infection in the
experimental animal; and (v) selecting the test drug as a candidate drug for
treating sepsis if the test drug is effective to drop the level of infection
below the critical infection level.
In one embodiment, the pathogen species is a bacterium species and the
pathogen is a bacterium, e.g., a bacterium species selected from the group
consisting of Enterococcus spp., Staphylococcus spp.,
Streptococcus spp., Enterobacteriacae family, Providencia spp.
and Pseudomonas spp. An exemplary bacterium is a Pseudomonas
spp.
In another embodiment, the animal species is a mammal, e.g., a rodent such
as a mouse. In yet another embodiment, the reporter is light-emitting
reporter, such as a luminescent reporter, e.g., a luciferase enzyme. In
still another embodiment, the measuring is done using a photon detection
device, such as an intensified CCD camera or a cooled CCD camera.
In another aspect, the invention includes a method for selecting a candidate
drug for treating sepsis. The method includes the steps of: (i) selecting a
model system of sepsis, the model system comprising an animal species and a
pathogen species capable of causing sepsis in the animal species, in which
animal species a time of onset of terminal sepsis, in response to a selected
dose of the pathogen species, has been ascertained; (ii) infecting
experimental and control animals of the animal species with a
reporter-labeled pathogen of the pathogen species; (iii) administering a
test drug to the experimental animals; (iv) measuring the level of reporter
in the experimental and the control animals at a selected time after onset
of terminal sepsis; and (v) selecting the test drug as a candidate drug for
treating sepsis if the test drug is effective to cause a
statistically-significant reduction in the level of reporter in the
experimental animals as compared with the control animals.
In one embodiment, the pathogen species is a bacterium species and the
pathogen is a bacterium, e.g., a bacterium species selected from the group
consisting of Enterococcus spp., Staphylococcus spp.,
Streptococcus spp., Enterobacteriacae family, Providencia spp.
and Pseudomonas spp. An exemplary bacterium is a Pseudomonas
spp.
In another embodiment, the animal species is a mammal, e.g., a rodent such
as a mouse. In yet another embodiment, the reporter is light-emitting
reporter, such as a luminescent reporter, e.g., a luciferase enzyme. In
still another embodiment, the measuring is done using a photon detection
device, such as an intensified CCD camera or a cooled CCD camera.
The invention further includes a method for predicting an expected time of
death of an experimental animal in a model system of sepsis. The method
includes the steps of:
(i) selecting a model system of sepsis, the model system comprising an
animal species and a pathogen species capable of causing sepsis, in which
animal species a death expectation curve at a selected time has been
constructed,
(ii) infecting an experimental animal of the animal species with a
reporter-labeled pathogen of the pathogen species;
(iii) measuring the level of the reporter in the experimental animal at
the selected time, and (iv) predicting the expected time of death from the
level of the reporter and the death expectation curve.
In one embodiment, the pathogen species is a bacterium species and the
pathogen is a bacterium, e.g., a bacterium species selected from the group
consisting of Enterococcus spp., Staphylococcus spp.,
Streptococcus spp., Enterobacteriacae family, Providencia spp.
and Pseudomonas spp. An exemplary bacterium is a Pseudomonas
spp.
In another embodiment, the animal species is a mammal, e.g., a rodent such
as a mouse. In yet another embodiment, the reporter is light-emitting
reporter, such as a luminescent reporter, e.g., a luciferase enzyme. In
still another embodiment; the measuring is done using a photon detection
device, such as an intensified CCD camera or a cooled CCD camera.
The experiment also includes a method of predicting an expected time of
death of an experimental animal in a model system of sepsis. The method
includes the steps of (i) selecting a model system of sepsis, which model
system comprises an animal species and a pathogen species capable of causing
sepsis, and in which model system a correlation between actual time of death
and a function of the rate of pathogen load increase has been established;
(ii) infecting an experimental animal of the animal species with a
reporter-labeled pathogen of the pathogen species; (iii) measuring the level
of the reporter in the experimental animal at the selected time; and (iv)
predicting the expected time of death from the level of the reporter and the
correlation.
In one embodiment, the pathogen species is a bacterium species and the
pathogen is a bacterium, e.g., a bacterium species selected from the group
consisting of Enterococcus spp., Staphylococcus spp.,
Streptococcus spp., Enterobacteriacae family, Providencia spp.
and Pseudomonas spp. An exemplary bacterium is a Pseudomonas
spp.
In another embodiment, the animal species is a mammal, e.g., a rodent such
as a mouse. In yet another embodiment, the reporter is light-emitting
reporter, such as a luminescent reporter, e.g., a luciferase enzyme. In
still another embodiment, the measuring is done using a photon detection
device, such as an intensified CCD camera or a cooled CCD camera.
DETAILED DESCRIPTION OF THE INVENTION
The practice of the present invention will employ, unless otherwise
indicated, conventional methods of chemistry, biochemistry, molecular
biology, immunology and pharmacology, within the skill of the art. Such
techniques are explained fully in the literature. See, e.g., Remington's
Pharmaceutical Sciences, 18th Edition (Easton, Pa.: Mack Publishing
Company, 1990); Methods In Enzymology (S. Colowick and N. Kaplan,
eds., Academic Press, Inc.); and Handbook of Experimental Immunology,
Vols. I-IV (D. M. Weir and C. C. Blackwell, eds., 1986, Blackwell Scientific
Publications); Ausubel, F. M., et al., Current Protocols in Molecular
Biology, John Wiley and Sons, Inc., Media Pa.; and Sambrook, et al.,
Molecular Cloning: A Laboratory Manual (2nd Edition, 1989).
Modes of Carrying Out the Invention
Before describing the present invention in detail, it is to be understood
that this invention is not limited to particular formulations or process
parameters, as such may, of course, vary. It is also to be understood that
the terminology used herein is for the purpose of describing particular
embodiments of the invention only, and is not intended to be limiting.
Although a number of methods and materials similar or equivalent to those
described herein can be used in the practice of the present invention, the
preferred materials and methods are described herein.
2.1 Models of Sepsis
The present invention may be applied in connection with any animal model of
sepsis which utilizes the progress of infection by the sepsis-causing
pathogen as a basis for the model. Exemplary animal models of sepsis include
rodent, rabbit and monkey models. Rodent models are particularly suitable,
as they can be carried out economically without need for specialized primate
centers. Suitable rodents include mice, rats, hamsters, gerbils and guinea
pigs.
For use in connection with the invention, the animal model of sepsis is
adapted for use with a particular sepsis-causing organism, such as a
eukaryotic parasite or a bacterium. As is recognized in the art, a number of
different types of bacteria are capable of causing sepsis. They include, but
are not limited to, the following species: Gram positive organisms, such as
members of Enterococcus spp. (e.g., E. faecalis),
Staphylococcus spp. (e.g., S. aureus), and Streptococcus
spp. (e.g., S. agalactiae); and Gram negative organisms, such as
members of the Enterobacteriacae family (e.g., Escherichia coli),
Providencia spp. and Pseudomonas spp. (e.g., P. aeruginosa)
In practicing the present invention, the pathogen causing sepsis is labeled
with a reporter, preferably a reporter that can be detected in a living
animal. Exemplary reporters with such properties include light-emitting
reporters, such as fluorescent and luminescent reporters. A further
desirable characteristic of the reporter is that it does not become diluted
as the labeled pathogen reproduces. Accordingly, preferred reporters
suitable for use with the present invention comprise polypeptides expressed
by the pathogen. Polynucleotide cassettes encoding such polypeptides are
typically transfected into the pathogen as extra-chromosomal genetic
elements (e.g., plasmids) or are stably incorporated into the pathogen
genome (e.g., "hopped" in using a transposon).
Polypeptides which result in the generation of light in a living organism
(bioluminescence) include, but are not limited to, various luciferases,
green fluorescent protein (GFP), yellow fluorescent protein and aequorin
(Wilson and Hastings, 1998, Annu. Rev. Cell Dev. Biol. 14:197-230).
Luciferase is a particularly suitable reporter, since it is a luminescent
molecule, and thus does not require excitation in order to generate light.
It does, however, typically require a substrate (e.g., luciferin, an
aldehyde or coelenterazine), an energy source (e.g., ATP) and oxygen. In the
case of bacterial luciferases, the genes encoding the substrate can be
supplied the same vector as the gene(s) encoding the luciferase enzyme, thus
eliminating the need for exogenously-supplied substrate (see, e.g., U.S.
Pat. No. 5,650,135).
In a preferred embodiment of the present invention, the pathogen is
transfected with a vector encoding a light-generating protein in order to
label the pathogen. Vectors suitable for such transformation are known in
the art, and include the vector described in U.S. Pat. No. 5,650,135, as
well as the E. coli-P. aeruginosa shuttle vector 4027 2-11
described in the Materials and Methods, below. Of course, other
transformation methods, plasmids, vectors, or methods of integrating
polynucleotides into the genome, known in the art, may be used by one of
skill in the art to label a selected sepsis-causing pathogen with a selected
polypeptide-based reporter.
After the pathogen is labeled with a suitable reporter, it is introduced
into a selected animal model of sepsis for use with the present invention.
If the reporter is a light-generating reporter, it may be imaged within the
living host animal as described, e.g., in U.S. Pat. No. 5,650,135, and
related publications (e.g., Contag, et al., 1998, Nature Medicine
4(2):245-247; and Contag, et al., 1995, Molecular Microbiology
18(4):593-603).
It is desirable to calibrate the experimental system to ascertain variables
and parameters useful in adapting the methods of the invention to different
model systems of sepsis. This process is illustrated for the model system
comprising a mouse Pseudomonas aeruginosa model of sepsis in the
section titled "Calibration Process". In those cases where the parameters
determined in the calibration process (e.g., LD50, the critical
rate of pathogen load increase, time of onset of terminal sepsis, critical
infection level and/or death expectation curve) are already known (e.g.,
from previous experiments or publications), the calibration process may, of
course, be bypassed and the invention practiced (e.g., methods for screening
drugs; methods for prediction of time of death based on a reporter signal at
a selected time) using the known parameters.
One of the factors typically determined in the calibration process is a
suitable dose of pathogen for the selected model system of sepsis. This dose
is preferably based on the LD50 of the pathogen in the particular
animal model of sepsis being used. The LD50, or "Lethal Dose 50",
is a measure for quantifying the effects of a perturbation (e.g., a test
compound, procedure, or bacterial infection) on a biological system. It
represents the 50% mortality point—that is, the concentration or level of a
particular perturbation at which half of the animals die by the end of the
experiment.
The LD50 may change depending on the experimental parameters. The
measure is therefore expressed as an LD50 for a given
experimental system. By way of example, it was discovered in the course of
experiments performed in support of the present invention that the type of
anesthesia used to prepare the animals for imaging can have a significant
effect on the LD50. Specifically, it was discovered that
anesthesia induced by injectable Ketamine may potentiate the virulence of
some pathogens. In one set of experiments, luminescent Pseudomonas
aeruginosa had an LD50 of approximately 2.5×106
CFU in non-anesthetized mice versus 4.6×105 CFU in Ketamine-sedated
mice.
No surprisingly, the LD50 is also affected by treatment with
compounds which affect the host immune system. For example, it was found
during experiments performed in support of the present invention that
pathogen virulence is boosted by administration of 5% (by volume) hog
gastric mucin to the host. This common adjuvant impairs local macrophage
function for 2-3 hours after administration (Comber, et al., 1975,
Antimicrob. Agents Chemother. 7:179-185).
Although different experimental manipulations, such as types of anesthesia
or the presence of mucin, may alter the initial input dose needed to
establish terminal sepsis, they do not impact the predictive nature of the
methods herein, so long as the calibrations (described below) are carried
out under experimental conditions similar to those used in subsequent
screening studies.
The LD50 is a reliable measure of the ultimate effect of a
particular perturbation, but is a very crude readout of the state of the
biological system (e.g., animal) since it reduces an underlying graded
response in the animal to an all or nothing event (the survival or death of
the animal). The LD50 provides no information about the state of
the animals before they die (e.g., the progress of an infection by the
pathogen under study) or after they die (e.g., identification of the
underlying pathology, such as identification of specific organ system(s)
which failed).
As will be appreciated in view of the following sections, the present
invention provides a read-out of the processes underlying a sepsis infection
in any given model system of sepsis, and provides methods by which this
read-out can be quantitatively related to the traditional LD50 in
that model system. In this way, it provides a method for studying the
progress of sepsis in living animals, and for predicting the time of death
for a particular animal, so the effects of a particular compound or
treatment can be assessed the without waiting for the animal to die.
Applications
General Considerations
The methods followed in the following applications are similar to those
carried out during the calibration process. Typically, a model system of
sepsis is calibrated using the same procedure as will be used during the
subsequent application. For example, in cases where the investigator wishes
to use the "rate of pathogen load increase" method, both the calibration and
the subsequent application (e.g., drug screening) will employ a calculation
of the rate of pathogen load increase in the data analysis. Similarly, if
the investigator wishes to use adjustment and trend periods, terminal
sepsis, death expectation curves, and/or critical infection level parameters
in the calibration, data from subsequent applications (e.g., drug screening)
will be analyzed in the context of the same parameters.
Selection of Candidate Drugs for Treating Sepsis
The invention described herein may be applied in a number of ways readily
apparent to one of skill in the art. For example, the invention includes
methods for selecting a candidate drug for treating sepsis. In the methods,
a suitable model system of sepsis is selected. Selecting such a model system
includes selecting the host animal for the model, as well as a pathogen
capable of causing sepsis in that host animal. Examples of suitable animals
and sepsis-causing pathogens are provided above. Preferred animal species
include mammals, especially rodents such as rats, hamsters, gerbils and
guinea pigs. Examples of applicable pathogens include bacteria, such as
Enterococcus spp., Staphylococcus spp., Streptococcus spp.,
Enterobacteriacae family, Providencia spp. and Pseudomonas spp.
It will be understood that the preceding host animals and pathogens are
merely illustrative—a variety of sepsis models and sepsis-causing pathogens
are known in the art, and may be used in connection with the practice of the
present invention.
Once a model system is selected, parameters such as the critical rate of
pathogen load increase, or a time of onset of terminal sepsis in response to
a selected dose of the pathogen and a critical infection level of the
pathogen, are typically ascertained. The parameters may be ascertained in
several ways, e.g., by using a calibration process such as is described
above, or from previously-performed calibration experiments or published
data.
In one method of selecting a candidate drug, an experimental animal is
infected with a dose of reporter-labeled pathogen of the appropriate
pathogen species, where the dose is sufficient to cause the onset of
terminal sepsis in an untreated animal. The pathogen (e.g., bacterium) is
preferably labeled with a light-emitting reporter, such as a luminescent
reporter, e.g., a luciferase enzyme. A test drug is then administered to the
host or experimental animal. The drug may be administered at any suitable
time, e.g., before infection, or at a selected time after infection,
depending on what type of effect is being screened for (prophylactic or
therapeutic).
The level of the reporter is then measured, preferably at a selected time
after onset of terminal sepsis (or after the time by which an untreated
animal would exhibit onset of terminal sepsis with the particular dose of
pathogen administered). If the reporter is a light-emitting reporter, a
preferred method of measurement is using a photon detection device, such as
an intensified CCD camera, a cooled CCD camera, or any other photon
detection device with a high sensitivity. However, other methods may of
course be used. For example, a light-emitting reporter may also be detected
using a sensitive luminometer; a radioactive reporter may be detected by
counts, X-ray imaging or scintillation. Since the reporter labels the
pathogen, the level of reporter corresponds to the level of infection by the
pathogen of the experimental or host animal.
A test drug which is effective to reduce the level of reporter is then
selected as a suitable candidate drug for treating sepsis. If the model
system of sepsis is calibrated using the rate of pathogen load increase
method, the suitable drug for treating sepsis reduces the rate of pathogen
load increase relative to untreated animals exposed to the same dose of
pathogen. In a preferred embodiment, the suitable drug for treating sepsis
reduces the rate of pathogen load increase below the critical rate of
pathogen load increase, under conditions where most of the untreated animals
exhibit a rate of pathogen load increase greater than the critical rate.
Alternatively, if the model system of sepsis is calibrated in the context of
a critical infection level, the suitable drug for treating sepsis preferably
reduces the level of reporter detected below the critical infection level.
Candidate drugs for treating sepsis may be evaluated further. Examples of
such further evaluation may include additional studies (e.g., different drug
dosages, times of administration, different pathogen dosages, etc.) in the
present model system of sepsis, as well as other studies, such as toxicology
studies, pharmacology studies, and clinical trials. Candidate drugs which
prove effective in such follow-up studies may then be commercially produced
for treatment of sepsis according to standard production methods known in
the art. In this respect, the invention includes methods of screening for
such candidate drugs which further include the subsequent manufacture or
sale of the candidate drug for treatment of sepsis.
Another method which may be used to select a candidate drug for treating
sepsis employs groups of control and experimental animals. The method is
performed as described above, except that the pathogen, e.g., bacterium, is
used to infect both experimental and control animals with the
reporter-labeled pathogen. The test drug is then administered only to the
experimental animals, and reporter levels in the experimental animals are
compared to reporter levels in controls by any of the preceding methods. Of
course, the test drug may be administered according to any suitable dosage
or administration protocol, prophylactically or therapeutically.
In one embodiment, the level of reporter in the experimental and the control
animals is measured at a selected time after onset of terminal sepsis. A
candidate drug may be identified by looking for a statistically-significant
reduction in the level of reporter in the experimental animals as compared
with the control animals.
In another embodiment, a series of measurement are made over the time
interval used for generating a critical rate of pathogen load increase. A
candidate drug may be identified by looking for a statistically-significant
reduction in the rate of pathogen load increase in the experimental animals
as compared with the control animals.
Predicting an Expected Time of Death of a Host Animal Using a Death
Expectation Curve
Another application of the present invention involves a method for
predicting an expected time of death of an experimental animal in a model
system of sepsis. A model system of sepsis is selected as described above. A
death expectation curve is then constructed at a selected time after onset
of terminal sepsis for all doses administered in the experiment. The death
expectation may be constructed using any of the methods previously mentioned
herein. An experimental animal is then infected with a reporter-labeled
pathogen of the appropriate pathogen species, and the level of reporter is
measured at about the same time after infection as the data used to
construct the death expectation curve. The level of reporter is then used to
predict the expected time of death using the death expectation curve.
It can be appreciated that this method provides a sensitive measure of the
state of the animal during the course of the sepsis-causing infection (which
a death-as-an-endpoint model does not), as well as a measure of expected
time of death, which can be compared and/or correlated with data generated
using traditional death-as-an-endpoint LD50 studies.
Claim 1 of 36 Claims
1. A method for selecting a candidate drug for treating sepsis,
comprising:
(i) selecting a model system of sepsis, said model system comprising an
animal species and a pathogen species that causes sepsis in said animal
species, in which model system a critical rate or pathogen load increase
has been ascertained,
(ii) infecting an experimental animal of said animal species with a dose
of reporter-labeled pathogen of said pathogen species, where said dose is
sufficient to result in a rate of pathogen load increase exceeding said
critical rate;
(iii) administering a test drug to said experimental animal;
(iv) measuring the level of said reporter in said experimental animal; and
(v) selecting said test drug as a candidate drug for treating sepsis if
said test drug is effective to decrease the rate of pathogen load increase
in the experimental animal below said critical rate of pathogen load
increase.
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