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THERAPEUTICSTRATEGIES
DRUG DISCOVERY
TODAY
The use of small animal imaging inrespiratory disease drug discoveryK. Ask1,2, A. Moeller2, J. Gauldie2, T.H. Farncombe3, R. Labiris1, M.R.J. Kolb1,2,*1Department of Pathology and Molecular Medicine, Center for Gene Therapeutics, McMaster University, Hamilton, Ontario, Canada2Department of Medicine, Firestone Institute for Respiratory Health, McMaster University, Hamilton, Ontario, Canada3Department of Nuclear Medicine, Hamilton Health Sciences, McMaster University, Hamilton, Ontario, Canada
Drug Discovery Today: Therapeutic Strategies Vol. 5, No. 2 2008
Editors-in-Chief
Raymond Baker – formerly University of Southampton, UK and Merck Sharp & Dohme, UK
Eliot Ohlstein – GlaxoSmithKline, USA
Respiratory diseases
The expansion of scientific knowledge and technology
over the past decades did not result in an increased rate
of drug discoveries for respiratory diseases. Despite the
identification of numerous targets and lead com-
pounds, few new therapeutic molecules have reached
patient care. It is generally acknowledged that the large
cost of drug development is mainly because of the high
failure rate during clinical testing. Animal models of
respiratory disorders used for experimental proof-of-
principle and efficacy studies are often criticized
because of inherent limitations, one of them being
the tool-box used for the assessment of outcomes.
Noninvasive imaging is a novel approach which might
help to reverse this trend. Different imaging modalities
can be combined and molecular, functional and anato-
mical events can be assessed quantitatively. Com-
pounds with potential beneficial effects can be
radiolabeled and proof-of-principle experiments can
be addressed to ensure that the drug meets the area
with pathology at sufficient concentrations. This
method will also help to further characterize different
animal models of respiratory disease calling research-
ers attention to the inherent limitations of each respec-
tive model, thus preventing subsequent futile use.
*Corresponding author: M.R.J. Kolb ([email protected])
1740-6773/$ � 2008 Elsevier Ltd. All rights reserved. DOI: 10.1016/j.ddstr.2008.08.001
Furthermore, preclinical trials can be performed long-
itudinally in animals in which the pathology has been
quantitatively assessed before drug administration.
The obvious benefit from a drug discovery perspective
is that this approach is a vigorous test for any new drug
or indication and probably will facilitate more ‘earlier
and better failures’. This review is focusing on multiple
components of assessing respiratory diseases with non-
invasive small animal imaging tools and how they can
be adapted for drug discovery.
Section Editor:Martin Braddock – AstraZeneca R&D, Charnwood,Loughborough, UK
Introduction
The overall cost involved in the release of a New Chemical
Entity (NCE) to the market exceeds US$ 1.7 billion [1]. World-
wide, 25 NCEs enter the market every year and, on average,
represent 12 years of development [1]. Most of this cost is the
result of a high failure ratio. Drug discovery today involves
multiple aspects including identification of target candidates,
synthesis and characterization of lead compounds and multi-
ple assays to evaluate therapeutic efficacy. There is an unmet
need to develop methods for a better selection of therapeutic
candidates for patients, and to identify probable drug failures
at an earlier stage of development. The use of animal models
and in vivo imaging technologies currently available for small
81
Drug Discovery Today: Therapeutic Strategies | Respiratory diseases Vol. 5, No. 2 2008
Table 1. Comparison of different imaging modalities
Spatial resolution (mm) Time of acquisition Sensitivity Analysis Cost of scan Clinical applicability
CT <1c c a b b b
MRI <1c a a b b c
PET >1a b c c c c
SPECT >1a a c c b c
Optical >3a c c a a a
Ultrasound <1c c b a a b
a Low.b Moderate.c High.
Table 2. Imaging modalities for drug discovery
Identification of molecular targets involved in disease
Functional imaging
Emission tomography (PET/SPECT)
Optical imaging (BLI)
Biodistribution of therapeutic compounds/gene products
Emission tomography (PET/SPECT)
Optical imaging (BLI)
Proof of efficacy
Anatomical imaging (CT/MRI)
Functional imaging (ventilation perfusion)
animals (Table 1) has the potential to positively impact these
shortcomings.
The process of drug discovery
Historically, some of the most important drug discoveries can
be classified as ‘serendipitous discoveries’ [2]. To rationalize
and streamline drug development, different paradigms have
emerged and the most widely used method today is target-
based drug discovery [3]. This process implicates identifica-
tion of a ‘drugable’ target which is causally involved in the
disease mechanism. This approach was favored following the
decoding of the human genome, which increased the knowl-
edge of molecular pathways implicated in a given disease
process, and also because of the availability of advanced
technology allowing high-throughput screening [4]. Despite
its promise, target-based drug discovery has not yet had the
success initially expected [5]. An older paradigm, physiology-
based drug discovery [5], is based on the goal to ameliorate a
disease phenotype as a primary readout, with mechanisms
and identification of drug targets being examined at later
stages of the development. With this approach, larger scale
screening of compounds is typically initiated in cell systems,
in lower organisms (worm, insect) or in animal models of
disease. Recently, a combination of both physiology- and
target-based drug discovery has been proposed, named target
deconvolution strategy [6]. This approach aims to first iden-
tify lead molecules that show phenotypic changes in model
systems, before the molecular pathways of this process are
identified. As a result of the steady decline in drugs reaching
patients, the NIH has developed a roadmap which states that
better scientific and technical methods are urgently needed
to improve both predictability and efficiency of drug devel-
opment from proof-of-concept to the commercial product
[1]. It has been suggested that this can be achieved by
enhancing translational research, with a particular focus
on the development and characterization of animal disease
models and preclinical drug efficacy studies. The develop-
ment of small animal models of lung disease and different
imaging modalities (Table 2) has the potential to allow
82 www.drugdiscoverytoday.com
researchers to identify compound failures both ‘earlier’ and
‘better’, implying that ‘early failure’ is less costly and that
‘better failure’ gives investigators the chance to learn from
their mistakes and implement this knowledge in subsequent
research [7].
Animal models of respiratory disease
Numerous animal models of the most common human lung
disorders have been developed to investigate pathological
mechanisms and to evaluate treatment options [8]. It is
possible to mimic certain features of pneumonia [9], asthma
[10], acute lung injury [11,12], chronic obstructive lung dis-
ease [13], pulmonary fibrosis [14,15], pulmonary hyperten-
sion [16] and lung cancer [17]. However, none of these animal
models truly reflects the complexity of the human disease.
Despite an incredibly large number of successful intervention
studies in animal models, there are still substantial short-
comings for the therapy of many human lung diseases,
particularly for chronic diseases like COPD or fibrosis. Several
possible explanations may account for these obvious drug
discovery failures. Most of the models have inherent limita-
tions such as anatomy, structure and function of the lungs
which is different between animal species, and even more so
between mice and men [8]. Another common criticism to
animal models, especially related to drug efficacy studies in
chronic disease, is the timing of drug therapy. In the clinical
Vol. 5, No. 2 2008 Drug Discovery Today: Therapeutic Strategies | Respiratory diseases
situation patients usually present with advanced disease,
which is in contrast to the experimental models where most
published intervention studies are of preventative nature.
These interventions might target different biological
mechanisms and it is questionable that they are relevant
for chronic disease in humans. Another area of dispute is
that assessment methods used to show efficacy in animal
models do not necessarily correlate with clinical assessments
and may be inappropriate to evaluate the usefulness of novel
compounds for human disease [18].
Molecular imaging
The understanding of the molecular pathways implicated in
initiation and progression of a given disease is the key to
identify therapeutic targets. Imaging technologies such as
emission tomography (PET or SPECT; reviewed in [19]) or
bioluminescence imaging (BLI) are suitable for performing in
vivo molecular imaging in small animals [20–22], and can
help investigate aspects of gene function and pharmacoge-
nomics [22,23]. The measurement of gene regulation can be
addressed utilizing appropriate in vivo radiolabeled reporter
genes which are coding for regulatory elements such as
promoters or enhancers; gene expression can be analyzed
in vivo if radiolabeled ligands, antibodies or substrates are
employed [23]. Once a clear association of gene products with
disease activity has been established, the imaging of these
molecules can be used as marker of disease progression or
therapeutic efficacy of a drug. Further, radiolabeling of drugs
and other therapeutic options allows us to perform distribu-
tion studies in vivo. One of the major advantages of this
technology is in its quantitative potential and its direct
translation from the research laboratory to clinical evalua-
tions in humans [24]. This augmented translational potential
suggests that preclinical data could be reproduced in patients
in the early stage of clinical trials and that proof-of-principle
could be re-evaluated in patients before larger, costlier trials
are initiated.
There are many examples of distinct phenotypes and
applicability of molecular imaging that are directly related
to respiratory disease models. Neutrophilic inflammatory
changes can be followed by PET imaging by using radi-
olabeled fluorine-18-fluorodeoxyglucose ([18F]-FDG) [25].
Alternatively, fluorine-18-proline ([18F]-proline) has been
used by our group in a rat model of pulmonary fibrosis as a
marker of collagen turnover. Very encouraging preliminary
data show that the development of fibrotic changes can be
followed over time using this technology [26]. PET tracers
are usually short-lived (hours) and imaging must be per-
formed soon after the administration of the radiolabeled
compounds. By contrast, SPECT technology utilizes tracers
with somewhat longer half-lives, which can be used to
follow molecules or cells over an extended period, from
one day (99mTc has a half-life of six hours) up to a few
months (125I has a 60-day half-life). It would be beyond the
scope of this review to list all possible applications of
molecular imaging, but the interested reader may be
referred to several excellent reviews which develop the pros
and cons of this technology [22–24,27,28]. One limitation
of molecular imaging is that it requires sophisticated tech-
nology and an experienced radiochemistry department to
synthesize radiotracers. To help the scientific community
with these issues, the NIH provides scientific information
about different in vivo molecular and imaging contrast
agents, which is freely available at http://micad.nih.gov
[29]. It is helpful to place the information about cellular
function as provided by molecular imaging into a struc-
tural, ideally three-dimensional framework, which can be
done using anatomical imaging methods. Combined sys-
tems such as SPECT/computed tomography (CT), PET/
SPECT/CT or PET/magnetic resonance imaging (MRI)
machines are available for small animal research, which
allows us to assess both anatomical and functional para-
meters in living animals [30]. The immense potential of
these modalities (and any imaginable combination) is in
the possibility of following biological changes during the
course of experimental disease, including initiation, pro-
gression and hopefully in therapeutic intervention studies,
reversal of pulmonary pathology.
Once a suitable disease pathway and/or target have been
determined, lead molecules or biological compounds are
identified by screening. Then, proof-of-concept experiments
are set up to validate the viability of the concept before
extensive pharmacokinetics and toxicity studies are initiated.
Small animal imaging with radiolabeled compounds brings
another advantage to this step of drug development, because
it can be applied to confirm the location of the novel com-
pounds and can give valuable information about biodistribu-
tion and pharmacokinetics.
Anatomical and functional imaging
Experimental drug research in pulmonary diseases typically
involves invasive and terminal procedures. For preclinical
drug studies, the value of following the same animal over
time with noninvasive methods is obvious and represents a
tremendous advantage over current invasive methods
(Fig. 1). The possibility to induce a disease process, identify
the extent of structural and/or functional damage, followed
by administration of treatments will increase the translation
to the clinical situation.
High-resolution X-ray CT (micro-CT) is extensively used in
clinic to provide information about lung density and volumes.
Current techniques can now make use of respiratory gating for
small animals [31,32] during imaging, thereby reducing
motion-based artifacts and providing additional functional
information regarding lung volume. An example of a respira-
tory disease model particularly adapted to micro-CT analysis is
www.drugdiscoverytoday.com 83
Drug Discovery Today: Therapeutic Strategies | Respiratory diseases Vol. 5, No. 2 2008
Figure 1. Role of small animal imaging procedures in the evaluation
of drug efficacy. Imaging can be used as a noninvasive assessment tools
and pathology can be quantitated in an animal before treatment is
administered (e.g. at time 2, with a pathology score of 50%).
Treatment efficacy can then be assessed in the same animal over time
and progression of disease can be monitored.
experimental emphysema [33]. Models inducing higher den-
sity parenchymal changes such as pulmonary fibrosis [18,34]
can also be assessed by CT-analysis, albeit the analysis is more
challenging.
MRI can also be applied to assess lung structure and func-
tion in small animal models of respiratory disease (reviewed
in [35]). So far, this technology has been less utilized com-
pared to X-ray CT, because of the inherent difficulties of low
signal content from lung tissue. However, respiratory disor-
Figure 2. Example of focal distal left lung fibrosis in rat. (a) Axial slice of CT-sca
area color-coded in green 28 days after AdTGF-b1 administration in the dista
84 www.drugdiscoverytoday.com
ders with increased influx of water-rich material or cells into
the lung tissue or alveolar/bronchial lumen can be imaged by
MRI, because MRI can easily detect the signal of proton
density of water. As such, MRI can be used to assess inflam-
mation [36], edema, fibrosis [37] and tumor burden in small
animals. A novel and exciting approach to bypass the pro-
blems associated with signal detection in MRI is to use con-
trast agents. Particularly, the use of hyperpolarized gas such as129Xe [38] or 3He [39] has been very helpful to generate
ventilation and perfusion images in various experimental
models of respiratory diseases.
Unilateral respiratory models
We are currently working on a new approach to reduce the
duration and cost of lung disease models: the establishment
of specific small animal models which pursue experimental
interventions in one lung only, thus providing the contral-
ateral lung as internal control. It has been shown that uni-
lateral administration of porcine elastase in dogs using a
bronchoscope causes extensive emphysema only in the
one lobe into which elastase has been administered [40]. It
is obviously more challenging to apply this technique to
smaller animals such as rats or mice. Single lung intubation
can be done blindly, but this method may not be a reliable
and reproducible approach. In our laboratory we have devel-
oped a rigid bronchoscope to administer compounds directly
into individual lung lobes of small animals. As an example,
we have shown that an adenovector over-expressing active
TGF-b1 deposited in the distal part of the left lung of rats via
this micro-bronchoscope induces only fibrosis in this area
(Fig. 2). One of the major advantages of this model system for
drug development is that specific therapeutic compounds
could be administered directly into the pathological area
n and its corresponding 3D reconstructed lungs (b) with a dense fibrotic
l left lung (blue color indicates lung tissue with normal lung density).
Vol. 5, No. 2 2008 Drug Discovery Today: Therapeutic Strategies | Respiratory diseases
securing proof-of-concept studies, especially when the tech-
nology is combined with small animal imaging.
Summary
Small animal imaging technology including functional and
anatomical assessment of lung pathology, lung function and
drug distribution in rodents has the potential to increase the
identification of therapeutic compounds that are useful in
patients. Despite relatively high equipment costs, the increas-
ingly high financial challenge of successful drug discovery
could be efficiently addressed by proper use of these tech-
nologies. It is expected that over the next few years, validated
imaging methods of different respiratory pathologies as well
as drug distribution studies in small animals will increase the
number of safe, therapeutic compounds that finally reach
patients not only in early phase clinical trials but also in
clinical practice.
References1 FDA. (2004) Innovation and stagnation: challenge and opportunity on the
critical path to new medical products. FDA White Paper
2 Ban, T.A. (2006) The role of serendipity in drug discovery. Dialogues Clin.
Neurosci. 8 (3), 335–344
3 Egner, U. et al. (2005) The target discovery process. ChemBioChem 6 (3),
468–479
4 Pereira, D.A. and Williams, J.A. (2007) Origin and evolution of high
throughput screening. Br. J. Pharmacol. 152, 53–61
5 Sams-Dodd, F. (2005) Target-based drug discovery: is something wrong?
Drug Discov. Today 10, 139–147
6 Terstappen, G.C. et al. (2007) Target deconvolution strategies in drug
discovery. Nat. Rev. Drug Discov. 6, 891–903
7 Duyk, G. (2003) Attrition and translation. Science 302, 603–605
8 Ware, L.B. (2008) Modeling human lung disease in animals. Am. J. Physiol.
Lung Cell Mol. Physiol. 294, L149–150
9 Mizgerd, J.P. and Skerrett, S.J. (2008) Animal models of human
pneumonia. Am. J. Physiol. Lung Cell Mol. Physiol. 294, L387–398
10 Zosky, G.R. and Sly, P.D. (2007) Animal models of asthma. Clin. Exp.
Allergy 37, 973–988
11 Looney, M.R. and Matthay, M.A. (2006) Animal models of transfusion-
related acute lung injury. Crit. Care Med. 34 (5 Suppl.), S132–S136
12 Morty, R.E. et al. (2007) Alveolar fluid clearance in acute lung injury: what
have we learned from animal models and clinical studies? Intensive Care
Med. 33, 1229–1240
13 Wright, J.L. et al. (2008) Animal models of chronic obstructive pulmonary
disease. Am. J. Physiol. Lung Cell Mol. Physiol. 295 (1), L1–L15
14 Moeller, A. et al. (2006) Models of pulmonary fibrosis. Drug Discov. Today:
Dis. Models 3, 243–249
15 Moore, B.B. and Hogaboam, C.M. (2008) Murine models of pulmonary
fibrosis. Am. J. Physiol. Lung Cell Mol. Physiol. 294, L152–160
16 Campian, M.E. et al. (2006) How valid are animal models to evaluate
treatments for pulmonary hypertension? Naunyn Schmiedebergs Arch.
Pharmacol. 373, 391–400
17 Dutt, A. and Wong, K.-K. (2006) Mouse models of lung cancer. Clin. Cancer
Res. 12, 4396s–4402s
18 Ask, K. et al. (2008) Comparison between conventional and ‘‘clinical’’
assessment of experimental lung fibrosis. J. Transl. Med. 6, 16
19 Chatziioannou, A.F. (2005) Instrumentation for molecular imaging in
preclinical research: micro-PET and micro-SPECT. Proc. Am. Thorac. Soc. 2,
533–536
20 Massoud, T.F. and Gambhir, S.S. (2003) Molecular imaging in living
subjects: seeing fundamental biological processes in a new light. Genes
Dev. 17, 545–580
21 Schuster, D.P. et al. (2004) Recent advances in imaging the lungs of intact
small animals. Am. J. Respir. Cell Mol. Biol. 30, 129–138
22 Levin, C. (2005) Primer on molecular imaging technology. Eur. J. Nucl.
Med. Mol. Imaging 32, S325–S345
23 Haberkorn, U. et al. (2002) Functional genomics and proteomics – the role
of nuclear medicine. Eur. J. Nucl. Med. Mol. Imaging 29, 115–132
24 Schuster, D.P. (2007) The opportunities and challenges of developing
imaging biomarkers to study lung function and disease. Am. J. Respir. Crit.
Care Med. 176, 224–230
25 Zhou, Z. et al. (2005) Molecular imaging of lung glucose uptake after
endotoxin in mice. Am. J. Physiol. Lung Cell Mol. Physiol. 289, L760–768
26 Labiris, R. et al. (2007) Molecular and anatomical imaging of the
progression of pulmonary fibrosis (PF) in animal models of disease
[Abstract]. Am. J. Respir. Crit. Care Med. 175, A526
27 Acton, P.D. and Zhou, R. (2005) Imaging reporter genes for cell tracking
with PET and SPECT. Q. J. Nucl. Med. Mol. Imaging 49, 349–360
28 Dharmarajan, S. and Schuster, D.P. (2005) Molecular imaging of
pulmonary gene expression with positron emission tomography. Proc.
Am. Thorac. Soc. 2, 549–552
29 Molecular Imaging and Contrast Agent Database (MICAD) [Database Online].
(2004–2008) National Library of Medicine (US), NCBI. Available from
http://micad.nih.gov
30 Deroose, C.M. et al. (2007) Multimodality imaging of tumor xenografts
and metastases in mice with combined small-animal PET, small-animal
CT, and bioluminescence imaging. J. Nucl. Med. 48, 295–303
31 Namati, E. et al. (2006) In vivo micro-CT lung imaging via a computer-
controlled intermittent iso-pressure breath hold (IIBH) technique. Phys.
Med. Biol. 51, 6061–6075
32 Farncombe, T.H. (2008) Software-based respiratory gating for small animal
conebeam CT. Med. Phys. 35, 1785–1792
33 Froese, A.R. et al. (2007) Three-dimensional computed tomography
imaging in an animal model of emphysema. Eur. Respir. J. 30, 1082–1089
34 Cavanaugh, D. et al. (2006) Quantification of bleomycin-induced murine
lung damage in vivo with micro-computed tomography. Acad. Radiol. 13,
1505–1512
35 Driehuys, B. and Hedlund, L.W. (2007) Imaging techniques for small animal
models of pulmonary disease: MR microscopy. Toxicol. Pathol. 35, 49–58
36 Tigani, B. et al. (2002) Pulmonary inflammation monitored noninvasively
byMRI in freelybreathing rats. Biochem. Biophys.Res.Commun. 292, 216–221
37 Karmouty-Quintana, H. et al. (2007) Bleomycin-induced lung injury
assessed noninvasively and in spontaneously breathing rats by proton
MRI. J. Magn. Reson. Imaging 26, 941–949
38 Driehuys, B. et al. (2006) Imaging alveolar-capillary gas transfer using
hyperpolarized 129Xe MRI. Proc. Natl. Acad. Sci. U. S. A. 103, 18278–18283
39 Dugas, J.P. et al. (2004) Hyperpolarized 3He MRI of mouse lung. Magn.
Reson. Med. 52, 1310–1317
40 Chino, K. et al. (2004) A canine model for production of severe unilateral
panacinar emphysema. Exp. Lung Res. 30, 319–332
www.drugdiscoverytoday.com 85