a modern in vivo pharmacokinetic paradigm: combining snapshot, rapid and full pk approaches to...
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Drug Discovery Today � Volume 18, Numbers 1–2 � January 2013 REVIEWS
A modern in vivo pharmacokineticparadigm: combining snapshot, rapidand full PK approaches to optimize andexpedite early drug discoveryChun Li, Bo Liu, Jonathan Chang, Todd Groessl, Matthew Zimmerman,You-Qun He, John Isbell and Tove Tuntland
Department of Metabolism and Pharmacokinetics, Genomics Institute of the Novartis Research Foundation, Novartis Institute of Biomedical Research, San Diego,
CA, USA
Successful drug discovery relies on the selection of drug candidates with good in vivo pharmacokinetic
(PK) properties as well as appropriate preclinical efficacy and safety profiles. In vivo PK profiling is often a
bottleneck in the discovery process. In this review, we focus on the tiered in vivo PK approaches
implemented at the Genomics Institute of the Novartis Research Foundation (GNF), which includes
snapshot PK, rapid PK and full PK studies. These in vivo PK approaches are well integrated within
discovery research, allow tremendous flexibility and are highly efficient in supporting the diverse needs
and increasing demand for in vivo profiling. The tiered in vivo PK studies expedite compound profiling
and help guide the selection of more desirable compounds into efficacy models and for progression into
development.
High-throughput in vitro absorption, distribution, metabolism and
elimination (ADME) assays have been implemented in early drug
discovery to identify and eliminate compounds with poor drug-
like properties and to promote potential pharmaceutical candi-
dates for more labor-intensive in vivo PK profiling [1–5]. Data from
in vitro ADME assays often contribute to the understanding of
underlying mechanisms of drug absorption and disposition,
which have proven invaluable to establish structure–activity rela-
tionships (SAR) that guide new chemical synthesis. However,
despite the advances in the in vitro technologies and in silico
approaches [6–9] for prediction of in vivo PK parameters, the
predictive power of these approaches is not always reliable and
accurate. Complete reliance on in vitro assays in the absence of an
in vitro–in vivo correlation (IVIVC) can sometimes mislead or slow
down the pace of a drug discovery program [10,11]. The PK profile
of a compound is governed by many physicochemical and che-
mical properties of the molecule, such as its lipophilicity, solubi-
lity, permeability and metabolic stability. The processes by which a
compound is absorbed, distributed, metabolized and eliminated in
vivo through an intact animal or human are often far more com-
plex than in isolated in vitro systems. It is essential to have in vivo
Corresponding author: Tuntland, T. ([email protected])
1359-6446/06/$ - see front matter � 2012 Elsevier Ltd. All rights reserved. http://dx.doi.org/10.1016/j.drudis.
testing and confirmations of in vitro ADME results in early drug
discovery and, therefore, there is always a continuous demand for
in vivo PK studies.
In vivo rodent PK studies are crucial to ensure compounds have
appropriate PK properties to be evaluated in preclinical pharma-
cology and safety studies. In addition, characterization of in vivo
PK of new chemical entities provides insight into complex in vivo
biological systems and correlates drug concentration at the site of
action with pharmacological response. Despite their important
role in drug discovery, most in vivo animal PK studies are still
conducted in a traditional, low-throughput manner in many
pharmaceutical companies and, therefore, remain the bottlenecks
of discovery projects.
In this review, we present three tiered in vivo rodent PK
approaches that are highly efficient in supporting early drug dis-
covery research. The study designs, strategies and applications of
each of the tiered assays are discussed and compared with other
commonly used in vivo rodent PK approaches in the pharmaceutical
industry. These tiered in vivo rodent PK approaches span from the
simple and abbreviated study design of ‘snapshot’ PK [12], to the
more labor-intensive intravenous/per oral (IV/PO) PK study designs,
such as ‘rapid PK’ and the conventional ‘full PK’. Depending on the
needs and stage of a specific project, different study designs can be
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used to answer specific PK questions. In combination, these tiered in
vivo PK approaches offer tremendous flexibility and continuous
support to projects at all stages of discovery process.
Study designs of the three tiered rodent in vivo PKapproachesSnapshot PK study designDetailed information about the snapshot PK study design has been
described in an earlier publication [12]. Briefly, compounds are
dosed discretely to two mice or rats via oral gavage, and blood or
plasma samples at 0.5, 1, 3 and 5 hours post-dose are pooled across
animals. All the steps involved in the PK study process are stan-
dardized and automated, and PK reports are generated automati-
cally and published to an internal database using web-publishing
tools [12].
Rapid PK study designA new in vivo rodent PK paradigm, namely ‘rapid PK’ is introduced
as the second tier PK approach at GNF. The in-life portion of the
study design is similar to that of a conventional standard full PK
study. A typical rapid PK study of a compound includes both IV
and PO arms with three animals in each dosing arm. Briefly,
compounds are formulated on the day of dosing using polyethy-
lene glycol 300 (PEG300):5% dextrose in distilled water (D5W) 3:1,
and the formulation is filtered before IV and PO dosing; alterna-
tively, a 0.5% methylcellulose/0.5% Tween 80 suspension formu-
lation is used for PO administration. Blood samples from six
different time points are collected for each animal up to 24 h
via serial blood sampling. For mouse rapid PK studies, blood
samples (50 mL) are taken via retro-orbital or alternatively, by
other serial sampling techniques, such as tail vein bleed [13–15]
or lateral saphenous vein puncture [16]. The blood samples from
the three mice are pooled and centrifuged to obtain pooled plasma
samples. For rat rapid PK studies, individual blood samples
(100 mL) are taken from each animal via the saphenous vein. After
centrifugation, 20 mL of the plasma samples are pooled across the
three rats within a dosing arm. A total of 12 plasma samples per PK
study are obtained after pooling of blood or plasma samples across
three IV group and three PO group animals.
The pooled plasma samples are diluted appropriately using a
generic dilution scheme to ensure that concentrations are within
the dynamic range of the standard curve (1–5000 ng/mL). Auto-
mated sample preparation and protein precipitation are carried
out, and up to eight compounds are prepared in a batch. Liquid
Chromatography Mass Spectrometry (LC/MS/MS) analysis is used
with a fast generic gradient elution method together with atmo-
spheric pressure chemical ionization (APCI) or electrospray (ESI) in
the positive or negative ion mode on an API-4000 triple quadruple
mass spectrometer. The analyte and internal standard are tuned
automatically using Automaton (now Discovery QuanTM) and the
analysis is conducted using multiple reaction monitoring (MRM).
Data collection and peak integration are performed using Ana-
lystTM 1.4.1 software.
Conventional full PK study designConventional full PK studies at GNF include IV/PO PK studies,
which are similar to those described in the rapid PK section above.
Compounds are dosed discretely with n = 3 in each dosing arm,
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and six blood samples are collected serially from each animal.
Individual plasma samples are analyzed and individual PK curves
are reported for each animal, such that inter subject variability can
be assessed. The bioanalytical methods are similar to those
described in the rapid PK section above, but are more comprehen-
sive. Each compound is tuned for optimum sensitivity and each
method includes two sets of standard curves and three quality-
control (QC) samples at low, medium and high concentrations
within the standard curve range. This is the gold standard in vivo
PK assay widely used by the pharmaceutical industry.
DiscussionTiered rodent in vivo PK approaches are adapted at GNF to address
diverse needs of discovery projects at different stages of the drug
discovery process. All the approaches are reviewed and approved
by the Institutional Animal Care and Use Committee (IACUC),
and are governed by the 3Rs principle (Replacement, Reduction,
and Refinement) to ensure the most appropriate and responsible
use of animals.
Snapshot PK assay performance and its applicationsSnapshot PK, the first tier in vivo PK study approach, utilizes
abbreviated blood sampling and sample pooling across the ani-
mals (n = 2). Average oral exposure (AUC0–5 h) is reported and test
compounds are categorized into low, moderate or high plasma
exposure based on the dose normalized AUC0–5 h. The comparison
of data from 177 compounds tested in both snapshot PK and
conventional full PK studies indicates that the snapshot PK assay
is efficient and reliable in categorizing their relative oral exposures
[12]. Recent data from an additional 224 compounds show an
identical trend in exposure comparisons between snapshot PK and
follow-up rapid PK studies. As shown in Fig. 1, 75% of compounds
are placed in the correct category and 98% of compounds are
placed in the correct or adjacent exposure categories.
A successful application of snapshot PK studies is exemplified in
the recent discovery of spiroindolones, a potent compound class for
the treatment of malaria [17,18]. In vitro screening at Novartis of a
large library of natural products and synthetic compounds with
structural features found in nature products generated 17 reliable
hits with reconfirmed submicromolar activity against falciparum
malaria. When 14 out of the 17 hits were profiled in snapshot PK
studies at GNF, most compounds exhibited negligible or no oral
exposures. One natural product belonging to the spiroazepinein-
dole class showed the best oral PK profile and became the starting
point for medicinal chemistry lead optimization [17]. Further synth-
esis and evaluations of approximately 200 derivatives yielded the
optimized spiroindolone analog NITD609 [18], which has improved
PK properties relative to the original hit and overall good drug-like
attributes. NITD609 has recently advanced to the initial phase of
clinical trials and is currently undergoing proof-of-concept testing
as an antimalarial agent with a novel mechanism of action.
Comparison of snapshot PK with other reported approachesA few similar assays to snapshot PK have been reported and used by
other pharmaceutical companies. A cassette accelerated rapid rat
screen (CAARS) was first introduced by scientists at Schering–
Plough [19,20], and a rapid rat PK screening paradigm was pub-
lished by Han et al. at Pfizer [21]. Relying on an abbreviated blood
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0
20
40
60
80
100
120
140
160
180
Under-predictedby two categories
Under-predictedby one category
Predictedcorrectly
Over-predictedby one category
Over-predictedby two categories
0.4% 4.5%
75.0%
18.3%
1.8%
No
. of
com
po
un
ds
Prediction outcome
FIGURE 1
Prediction of oral exposure category by snapshot pharmacokinetic (PK) studies. Oral exposures of 224 compounds were evaluated (182 in mouse and 42 in rat) first
in snapshot PK, then in rapid PK studies. Based on the dose-normalized area under the curve (AUC) values, compounds were classified into low, moderate or high
oral exposure categories [12]. Of the 224 compounds studied, 75.0% were categorized consistently by both assays and hence placed in the right box, 22.8% of
compounds were off by one category, where as only 2.2% were off by two exposure categories.
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sampling and pooling strategy, both assays demonstrated the
usefulness of the approach to estimate oral exposures of discovery
compounds and served as efficient filters for selecting compounds
for further in vivo profiling.
Advantages and limitations of snapshot PK approachGiven that the oral route is the anticipated clinical route for most
small molecule discovery projects, oral exposure is an important
PK characteristic essential to ensure adequate target coverage and
in vivo efficacy in subsequent pharmacology studies. The snapshot
PK approach provides practical information that is useful in deci-
sion-making and has proven to be an effective in vivo PK tool in
early discovery. The key advantages of this tier 1 in vivo approach
are relatively high throughput, fast turn-around time and signifi-
cant reductions in animal usage. It has been shown that snapshot
PK studies can reliably characterize compounds into low, medium
or high exposure categories [12], and that most compounds in the
low oral exposure category are deprioritized or discontinued for
further in vivo PK profiling. The combination of in vitro biology, in
vitro ADME and snapshot PK data enables the project teams to
triage compounds effectively and to focus their efforts on selected
compounds in the high oral exposure category. Of over 1300
compounds studied in snapshot PK, only 27% were placed in
the high exposure category [12]. Eventually, only 14% of the
compounds, predominately those exhibiting moderate or high
oral exposure, were followed up in more detailed full PK studies. In
the long run, the strategy saves resources, animal use and follows
the principles of the 3Rs.
It is worth noting that oral exposure is a complex composite of
several key PK parameters, such as absorption, clearance, and
volume of distribution. A thorough understanding of processes
affecting ADME cannot be obtained from snapshot PK profile only,
so further examination is required to fully characterize the PK
behavior of lead drug candidates.
Rapid PK assay performance and its applicationsTraditionally, in vivo animal PK studies for full characterization of
PK parameters governing drug disposition (i.e. clearance and
volume of distribution) and oral bioavailability are resource inten-
sive and throughput is relatively low. A new method, called ‘rapid
PK’ serves as the second-tier in vivo PK study approach, and offers
much improved throughput. A crucial full set of averaged (pooled)
PK parameters, such as clearance (CL), volume of distribution (Vss),
mean residence time (MRT), half-life (T1/2), oral exposure (AUC,
Cmax) and oral bioavailability (%F) are readily obtained.
The rapid PK assay was initially validated using a diverse set of
15 compounds from different therapeutic areas. The resulting PK
parameters were compared with those from full PK studies, and
excellent correlations in the PK parameters were obtained (data
not shown). In the 3 years following its implementation, the rapid
PK assay has been used routinely and successfully to support drug
discovery projects at GNF. The performance of the rapid PK
method relative to the conventional full PK method was further
demonstrated in a larger set of diverse compounds. A total of 51
rapid IV PK studies (26 in mouse and 25 in rat) were compared with
full IV PK studies of the same compounds for disposition kinetics.
The performance of the rapid PK approach in terms of oral expo-
sure was also compared with that of conventional full PK studies. A
total of 41 studies were compared between rapid oral PK and full PK
studies (24 in mouse and 17 in rat). To avoid confounding results
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(a)
10026 Compounds in mouse25 Compounds in rat
R2 = 0.79 R2 = 0.95
R2 = 0.90 R2 = 0.88
CL
(mL
/min
/kg
) fr
om
fu
ll P
K
CL (mL/min/kg) from rapid PK
Vss
(L
/kg
) fr
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K
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AU
C/D
ose
(h*n
M/m
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ull
PK
AUC/Dose(h*nM/mg/kg) from rapid PK
Cm
ax/D
ose
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) fr
om
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ll P
K
Cmax/Dose(nM/mg/kg) from rapid PK
24 Compounds in mouse17 Compounds in rat
24 Compounds in mouse17 Compounds in rat
26 Compounds in mouse25 Compounds in rat
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MouseRatLine of unity
MouseRatLine of unity
MouseRatLine of unity
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0 10 20 30 40 50 60 70 80 90 100
(b)
(d)(c)
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FIGURE 2
Comparison of performance between rapid pharmacokinetic (PK) and full PK studies. A total of 26 mouse intravenous (IV; 5 mg/kg) and 25 rat IV (3 mg/kg) rapid PK
studies were compared with separately conducted IV full PK studies with the same compounds. In addition, oral exposures of 24 mouse (20 mg/kg) and 17 rat oral(10 mg/kg) rapid PK studies were compared with separately conducted oral full PK studies using similar formulation and doses. (a) Correlation of clearance (CL)
obtained from rapid PK versus full PK studies; (b) correlation of volume of distribution at steady-state (Vss) obtained from rapid PK and full PK studies; (c)correlation of oral dose normalized area under the curve (AUC) between rapid and full PK studies; (d) correlation of oral dose-normalized Cmax between rapid andfull PK studies.
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owing to dose-dependent PK or formulation effects, only studies
with similar doses and formulations were chosen for the compar-
ison. The correlation results are shown in Fig. 2. Good correlations
are found for the key PK parameters clearance (R2 = 0.79) and
volume of distribution (R2 = 0.95). The data comprise mainly
compounds having low clearance (�75% of compounds had
CL � 30% liver blood flow) because such compounds are likely
to be good development candidates, and can be selected for further
evaluation in the full PK studies. Most of the highly cleared
compounds were filtered out effectively using the rapid PK
approach. Overall, over 90% of the compounds tested in the rapid
and full PK studies showed comparable CL and Vss values that are
within a twofold difference. Oral exposures between rapid and full
PK studies also correlated well, as shown in Fig. 2c and d, the
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correlation coefficients were 0.90 and 0.88 for dose-normalized
AUC and Cmax, respectively. The rapid and full PK studies typically
were conducted months to a year apart and often with unique
batches of test material, suggesting that the studies are highly
reproducible. Collectively, these data indicate that the rapid PK
study is a practical and valid approach for supporting discovery-
stage routine PK studies.
Rapid PK studies are used effectively by project teams at differ-
ent stages of drug discovery, from target validation with tool
compounds to lead optimization and candidate selection. This
second-tier PK is most suitable and utilized during the lead opti-
mization stage, where the medicinal chemistry effort is focused.
During this stage, establishment of in vitro to in vivo correlations is
important to enable effective use of high-throughput in vitro
Drug Discovery Today � Volume 18, Numbers 1–2 � January 2013 REVIEWS
TABLE 1
Comparison of different strategies used to increase in vivo PK efficiency
Strategies Cassette dosing (N-in-one) [22–25] Cassette analysis [26–29] Rapid PK*
Study design Multiple compounds dosed
simultaneously to same groups of
animals
Discrete dosing; plasma samples from
the same time points are pooled across
different studies with multiplecompounds
Discrete dosing; plasma samples from
same time points are pooled across
three animals within a study for a singlecompound
Pros Saving in-life resources and animals
(5 � reduction for 5-in-1); complete PK
profiles for each compound in
individual animals
Discrete dosing, no DDI concerns;
complete PK profiles for each
compound in individual animals
Discrete dosing, no DDI concerns; each
compound analyzed separately,
bioanalytical method development
simplified; amendable for automation;especially suitable for mouse PK; no
sample dilution and low LLOQ
(1 ng/mL)
Cons Potential in vivo DDI, must use limiteddose; complexity in selection of
compounds and formulating multiple
compounds together; complexity inbioanalysis of multiple analytes;
potential interference, signal
suppression from pooled compounds
or metabolites
No savings in in-life dosing, samplingand number of animals; complexity in
bioanalysis of multiple analytes,
potential interference, signalsuppression from pooled compounds
or metabolites; difficult to adapt for
mouse PK owing to small sample
volume; longer method developmenttime; sample dilution and higher LLOQ
No savings in in-life dosing, samplingand number of animals; no interanimal
variability data available
* Li, C. et al. (2011) Rapid PK: an efficient in vivo preclinical pharmacokinetic approach to support drug discovery. Poster #295, presented at the 17th ISSX Conference (Atlanta, GA), 16–20
October, 2011.
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ADME data, such as microsomal stability and in vitro permeability
assays. In addition, rapid PK has a crucial role in guiding the
selection of compounds and dosing regimen for the resource-
intensive and often rate-limiting in vivo efficacy studies. By select-
ing compounds with favorable PK profiles and choosing appro-
priate dosing regimens, the likelihood of achieving efficacy and
demonstrating a PK/pharmacodynamics (PD) relationship is sig-
nificantly improved.
Comparison of rapid PK with other reported approachesDifferent strategies to improve the throughput and capacity of
conventional full PK studies have been described in the literature.
These strategies typically involve cassette dosing (or N-in-one dos-
ing) or sample pooling. Each of the strategies aiming to improve PK
capacity and efficiency has its own advantages and limitations. A
comparison of these strategies, including the pros and cons asso-
ciated with each method, is summarized in Table 1. The final choice
of strategy depends on several factors, such as the rate-limiting steps
in PK throughput, the experience of the PK and bioanalytical
scientists, and available resources and instrumentation.
Cassette dosing [22–25], an approach in which several com-
pounds are simultaneously co-administered to a single animal,
has the advantage of significant savings in both animal usage and
in-life resources. However, its use has been controversial and
debated, and a decline in the frequency of its use in drug discovery
setting has been reported [22]. The well-known disadvantages of
cassette dosing are potential drug–drug interactions (DDI) from
the co-administration of multiple compounds, complications in
the proper selection of compounds, difficulties in formulating
multiple compounds in the same vehicle, and potential bioana-
lytical interferences from co-administered compounds and their
metabolites. It is time consuming to identify and troubleshoot
problems encountered in cassette dosing, and studies often need
to be repeated in discrete dosing studies to verify or confirm the
results.
Another strategy for improving the throughput of routine PK
studies is to pool blood samples after discrete dosing of individual
compounds, thereby avoiding the practical limitations and poten-
tial risk of DDI associated with cassette dosing. One of the com-
monly used pooling approaches is cassette analysis [26–29], in
which equal volumes of plasma samples from different studies are
combined for simultaneous bioanalysis. The improved sensitivity
and specificity of modern LC/MS/MS systems made simultaneous
multicomponent analysis feasible and cassette pooling a viable
option [29]. By pooling samples across compounds, the PK profiles
of each individual compound in individual animals are obtained
and inter subject variability in PK can be assessed. In practice,
typically 3–5 compounds or studies are pooled for cassette analysis
[21,29], even though more are possible in theory. The bioanaly-
tical complexity increases with more pooled components, and
potential interferences and signal suppression from co-eluting
compounds and/or their circulating metabolites can result in
erroneous PK information. In addition, sample dilution owing
to pooling across studies is inherent and might be an issue,
especially for the terminal phase where pooled concentrations
might fall below the limit of quantification.
The second sampling pooling strategy, as used at GNF for the
snapshot and rapid PK studies, is to pool plasma samples at the
same time point across different animals dosed with the same
compound within a particular study [12]. The bioanalytical
method development and data processing are greatly simplified
and amendable for automation and batch processing, thereby
resulting in significant savings in bioanalytical resources. Given
that mice are frequently used as pharmacology model species, it is
important to implement a reliable and efficient method that is
applicable for both mouse and rat PK studies. Given the small
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plasma sample volumes (�20 mL) collected in mice serial blood
sampling, pooling across different studies with different com-
pounds can be challenging. In our mouse rapid PK approach,
blood samples (50 mL) are pooled at the time of collection from
three individual mice in the same group. The sample processing
time is reduced, the sample plate is simplified and potential errors
are minimized. Although sample pooling strategies post-dosing
have no impact on reducing animal usage in the study, usage of
mice is greatly reduced by serial blood sampling [13–16] rather
than the traditional one animal per time point design, reflecting
the 3Rs principle.
Pros and cons of the rapid PK approachThe rapid PK approach is highly integrated and automated, and
uses a sample pooling strategy across animals within a particular
study to increase efficiency and maintain simplicity. As shown in
this review, the mean parameters from rapid PK studies correlate
well with those obtained from full PK studies, and the rapid PK
approach has proven to be effective and sufficient in supporting
drug discovery, especially in lead optimization stage.
The main disadvantage of this pooling strategy is the loss of
inter-animal variability, as samples across different animals are
Snapshot PK ‘One in one’ ‘
Two animals per compoundFour samples per animal over 5 h
Six aniSix sample
Pooling Pooling
One compound per sampleFour samples per compound
One set of standards
One co12 sam
One
0–5 h curve (po) without SD 0–24 h cu Advantages Advantages
• Savings in a• Obtain full s
Liabilities Liabilities• Truncated AUC0-5h • Labor intens
• No interanimal variability • No interanim
Used during ‘Hit to lead’ Used during • To triage compounds based on oralexposure; to select for efficacy
• When CL an progression t
Used during ‘ Lead optimization’ Used during• To investigate structure-activity relationships
• To get full s(CL, Vss , Cm
• Savings in number of animals andanalytical resources (~8x)
In-lifeportion
Sampleanalysis
Prosvs.
cons
Application
PK curve
A A A
0.5 h 1 h 3 h 5 h
0.5 h 1 h 3 h 5 h
PO n=2
IVn=3
0.5 h 1 h 3 h 5 hA
FIGURE 3
Comparison of tiered in vivo pharmacokinetic (PK) approaches used at the Genomdiscovery, including in-life study design, sample preparation, data output, pros an
76 www.drugdiscoverytoday.com
pooled to result in one averaged profile per compound per dosing
route. However, a survey of rodent full PK studies conducted at
GNF showed that inter subject variability is small, so although
impact owing to outliers on averaged PK profiles from rapid PK is
possible, the likelihood is believed to be low, as clearly demon-
strated from the good correlations shown in Fig. 1. The correlation
values between our rapid PK and full PK approaches reflect not
only the validity of our pooling strategy, but also the excellent
reproducibility of separate in vivo studies that are typically con-
ducted months apart with unique batches of compound.
Applications of full PK studies and PK/PD studiesThe third-tier conventional full PK studies offer the gold standard
approach, and are mostly utilized during candidate selection stage
to profile fully the PK characteristics of selected drug candidates
with the most stable salt forms and optimized formulations sui-
table for development. Streamlining and automating the first two
tiers of rodent in vivo PK studies enable scientists to focus their
attention on the more complex full PK studies and in-depth PK/PD
or PK/efficacy studies. Several types of full PK study are conducted
during the drug discovery stage, including PK studies designed
to support formulation optimization; single dose escalation PK
Rapid PK Full PKOne in one’ ‘One in one’
mals per compounds per animal over 24 h
Six animals per compoundSix samples per animal over 24 h
No pooling
mpound per sampleples per compound
set of standards
One compound per sample 36 samples per compoundTwo sets of standards, QCs
rves (iv, po) without SD 0–24 h curves (iv, po) with SD
Advantagesnalytical resources (~3x) • Obtain full set of PK parameterset of PK parameters • Obtain interanimal variability
Liabilities ive in-life portion • Labor intensive in-life portion
al variability • Time-consuming bioanalysis
‘Hit to lead’ Used during ‘Lead optimization’
d Vss are crucial foro lead optimzation stage
• To customize and optimize formulationto enable further studies
‘Lead optimization’ Used during ‘Candidate selection’ et of PK parametersax, AUC, T1/2 and F%)
• To get full set of PK parameters and interanimal variability
A B C D E FA B C D E FA B C D E F
B C D E FB C D E FB C D E F
POn=3
IVn=3
PO n=3
A B C D E FA B C D E FA B C D E F
B C D E F
Drug Discovery Today
ics Institute of the Novartis Research Foundation (GNF) for supporting drugd cons, as well as their applications.
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CandidateselectionLead optimization Hit-to-lead
Tier 1: In Vivo Snapshot PK (PO)
Tier 1: In Vitro • Solubility• Metabolic stability• Permeability• CYP3A4, 2D6, 2C9 inhibition
Tier 3: In Vivo • Full PK (IV, PO)• Formulation PK• Mechanistic PK• PK/PD and PK/E fficacy• Rat dose escalation
Safetyevaluation
In VitroADME
In VivoPK
Tier 2: In Vivo Rapid PK (IV, PO)
In Vivo efficacyEvaluation
In VivoEfficacy& Safety
Tier 2: In Vitro • Protein binding• Metabolite profiling• CYP inhibition (reversible inhibition of 5 major isozymes, time-dependent CYP3A4)
Drug Discovery Today
FIGURE 4
Schematic illustration of how each of the tiered in vivo pharmacokinetic (PK) approaches, snapshot PK, rapid PK and full PK are integrated and applied in the drugdiscovery paradigm. Arrows indicate compound progression.
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studies to examine dose linearity; tissue distribution PK studies;
multiple dose PK studies; and mechanistic studies designed to
examine the clearance mechanisms or barriers to oral bioavail-
ability. Significant efforts and resources are also dedicated to
support PK/PD or PK/efficacy studies. The design and complexity
of these studies vary significantly and their applications are largely
dependent on project needs. Detailed discussion on these studies is
beyond the scope of this review. A recent publication by Amore
et al. at Amgen [30] covered some aspects and applications of
mechanistic PK studies and PK studies in support of in vivo phar-
macology to understand PK/PD relationships. The importance of
characterizing PK/PD relationships in the changing paradigms of
drug discovery was discussed in a review by Summerfield and
Jeffrey at Glaxo SmithKline [31].
Integrating the tiered in vivo PK approaches with drug discoveryThe three-tiered rodent in vivo PK approaches, differing in
throughputs, capacities and the resources required, are designed
to address the varying needs of drug discovery projects at different
stages of project progression. A comparison of these tiered assays is
summarized in Fig. 3, which includes study design, bioanalytical,
PK information, pros and cons of each approach and their applica-
tions. Generally, compounds are first profiled in tier-1 snapshot PK
studies for the estimation of oral exposures; promising compounds
are examined further in tier-2 rapid PK studies to obtain a full
description of drug disposition and oral bioavailability; selected
candidates with good in vivo PK properties and overall favorable
profiles are then further advanced in tier-3 conventional full PK
studies and other special PK studies (e.g. studies to characterize
exposure versus PD response relationships). In combination, the
three-tiered in vivo PK approaches expedite compound profiling
and help guide the selection of more desirable compounds into
efficacy models and for progression into development. The pro-
cesses enable tremendous flexibility and are highly efficient in
supporting the diverse needs and increasing demand for in vivo
profiling, and generally work efficiently for most discovery pro-
jects.
The integration and application of each of these in vivo PK
approaches in the overall drug discovery paradigm are illustrated
in Fig. 4.
Concluding remarksThree-tiered in vivo rodent PK approaches (snapshot, rapid and full
PK studies) have been described and discussed for their applica-
tions in supporting drug discovery. In all three approaches the
compound is dosed and analyzed discretely, thereby eliminating
any DDI concerns and analysis complications typically associated
with cassette dosing or cassette analysis. In combination, these
tiered in vivo PK assays offer complementary approaches for addres-
sing different PK needs at different stages of drug discovery. These
approaches greatly facilitate the optimum compound selection
and profiling processes for further drug development.
AcknowledgementsWe thank the GNF Pharmacology Animal Resource group, Liang
Wang, Barbara Saechao and Mike Shapiro in the bioanalytical
group, and Perry Gordon and Wendy Richmond in the
formulation group for their contributions.
www.drugdiscoverytoday.com 77
REVIEWS Drug Discovery Today � Volume 18, Numbers 1–2 � January 2013
Review
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