Title: Role of mechanistic transport studies in lead optimization'
1Role of mechanistic transport studies in lead
optimization. AAPS workshop on optimization of
drug-like properties Jerome H. Hochman,
Ph.D. Department of Drug Metabolism, Merck and
Co., Inc.
2Properties of drug transporting P-glycoprotein
- Pgp recognizes a wide variety of structurally
diverse substrates - Substrate interactions occur within the inner
leaflet of the bilayer - Membrane partitioning is essential for Pgp
interaction - Drug transport entails ATP hydrolysis and large
conformational changes. - Assays evaluating ATP hydrolysis by Pgp or
inhibition of Pgp efflux of marker substrates
does not detect Pgp substrates effectively. - Interactions between Pgp and substrates entails
polar interactions, in particular hydrogen bond
acceptors.
3Tissue expression of P-glycoprotein
- Intestine
- Expressed on luminal brush border
- Barrier to drug absorption
- Elimination from blood
- synergistic interaction with intestinal CYP3A
- Liver
- Expressed on the canalicular membrane
- Elimination of drugs and metabolites into bile
- Kidney
- Expressed on the brush border of proximal tubule
cells - elimination of drug into urine.
- Brain
- Luminal side of Brain microvascular endothelial
cells - Integral component of the blood brain barrier
- Impact of Pgp is the greatest at the BBB.
- Other tissues Placenta, Lymphocytes, Testis,
uterus, adrenal cortex
4CF-1 and -- mice studies showing impact of
P-gp on brain and plasma drug concentrations
- In vitro transport ratio in L-mdr1a 11
Brain drug concentrations
Plasma drug concentrations
- Plasma drug concentrations are not different
between mdr1a deficient and competent mice. - Brain concentrations are 13 fold higher in the
mdr1a deficient mice.
5Impact of Pgp on oral absorption and CNS
penetration in Pgp deficient mice
1Data summarized from Kim et. al. J Clin. Invest.
(1998) 101 289-294 Schinkel et. al. J Clin.
Invest. (1996) 97 2517-2524 Mol Pharmacol
(2001) 59 806-813 Lankas et. al. Toxicol appl.
pharmacol. (1997) 143 357-365 Prueksaritanont
et. al. (2002) Xenobiotica 32207-20.
- The impact of Pgp on oral absorption is generally
small compared to the effect on CNS penetration
6Impact of Pgp on oral absorption of discovery
compounds
- Several Pgp substrates show good oral absorption
but restricted CNS penetration
7Transport across the blood brain barrier
- Passive permeability
- Continuous endothelium (no fenestrae)
- Low paracellular permeability
- Tight junction formation
- TER 1000-2000 Ocm2
- Sucrose permeability Papp 1X 10-7 cm/sec
- Attenuated transcytosis
- Efflux transporters
- Pump from the brain to the blood
- P-glycoprotein
- Anion transporter (MRP-2?, BSAT1 )
- BCRP (ABCG2)?
8P-glycoprotein at the blood brain barrier
- P-glycoprotein at the BBB can reduce CNS
exposure to drugs10-50 fold
9Tools to evaluate drug transport by P-glycoprotein
- In vitro models
- Transport across cell monolayers
- Caco-2 cells- colon carcinoma
- LLC PK-1 cell- control cell line (porcine kidney)
- L-MDR1- LLC PK-1 cells expressing human
P-glycoprotein - L-mdr1a- LLC PK-1 cells expressing mouse
P-glycoprotein - In vivo models
- CF-1 -/- and / mice
- Spontaneous mutation in mdr-1a gene.
10P-glycoprotein transport studies
Apical solution
Basolateral solution
Direction of P-gp transport
P-glycoprotein (P-gp)
In vitro MDR1(human) and mdr1a (mouse)
transfected LLC-PK1 cells In vivo mdr1a
deficient and competent CF-1 mice.
11CF-1 and -- mice studies showing impact of
P-gp on brain and plasma drug concentrations
- In vitro transport ratio in L-mdr1a 11
Brain drug concentrations
Plasma drug concentrations
- Plasma drug concentrations are not different
between mdr1a deficient and competent mice. - Brain concentrations are 13 fold higher in the
mdr1a deficient mice.
12 In vivo impact of Pgp on brain distribution of
drugs versus in vitro transport in L-mdr1a and
L-MDR1
Discovery compounds
Model compound set
20
1 to 1 mdr1a vs CF-1 1hr brain ratio Y5
15
10
indinavir
mdr1a(-/-)(/) CF-1 mice
(mouse, in vivo)
Kp,brain ratio of
423
ritonavir
5
L-365,260
diazepam
vinblastine
0
L-790070
0
5
10
15
20
J-120961
J-122360
B-to-A / A-to-B at in L-mdr1a
(mouse, in vitro)
13Species differences in P-glycoprotein transport
14Prediction of P-glycoprotein influence in man
Human
Mouse
L-MDR1
In vitro
L-mdr1a
?
In vivo
CF-1 /-- mice
15P-glycoprotein at the blood brain barrier
- P-glycoprotein at the BBB can reduce CNS
exposure to drugs10-50 fold
16Influence of Passive permeability on brain and
spinal cord penetration in mdr1a deficient mice
17Properties of CNS drugs
J. Polli, et. al. JPET (2002) vol 303 1029-1037.
18Designing drugs with low Pgp efflux Developing
SAR for Pgp efflux
- Influence of specific functional groups on Pgp
transport. - Influence of physical chemical properties on Pgp
transport. - Molecular modeling.
- Calculated physical chemical properties
- knn (similarity of atom pair descriptors)
- Look for consensus trends.
19Influence of substituents on Pgp transport
moderate
high
Low
20- decreasing the number of hydrogen bond acceptors
lowers the potential that a compound will subject
to P-gp efflux.
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24Knn analysis
- Cut-off for experimental data 2
- subset of relevant atom pair descriptors is
determined. - susceptibility of test compound determined based
on properties of compound with closest
similarity of atom pair descriptors. - Consensus from five models
- Accuracy for Prediction 84 (majority of
incorrect assignments have transport ratios
between 2 and 3) - identification of sites conferring interactions
with Pgp is consistent with SAR developed from
empirical structural comparison.
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26SAR for Pgp transport
- All three approaches indicated that reducing
hydrogen bond acceptors reduced Pgp efflux. - SAR was established to effectively overcome Pgp
as an issue. - Avoidance of functional groups with high
potential hydrogen bond acceptors. - How do we improve properties of compounds in
which groups conferring P-gp efflux are essential
for pharmacological activity?
27Influence of lipophilicity on Pgp transport
28Influence of lipophilicity on Pgp transport
29Properties of drug transporting P-glycoprotein
- Pgp recognizes a wide variety of structurally
diverse substrates - Substrate interactions occur within the inner
leaflet of the bilayer - Membrane partitioning is essential for Pgp
interaction - Drug transport entails ATP hydrolysis and large
conformational changes. - Assays evaluating ATP hydrolysis by Pgp or
inhibition of Pgp efflux of marker substrates
does not detect Pgp substrates effectively. - Interactions between Pgp and substrates entails
polar interactions, in particular hydrogen bond
acceptors.
30Approaches to limit the influence of essential
groups conferring Pgp efflux
- Steric hindrance
- Decrease hydrogen bond acceptor potential
- decrease electron density of hydrogen bond
acceptors.
31Pgp transport versus Passive membrane
permeabilityinfluence of amide bond
modifications
amide
Modified amide
32Effect of amide modifications on Pgp transport
- Removal of CF3 did not reduce Pgp efflux.
- Replacement or direct modifications to amide
reduce Pgp efflux, but at the expense of potency. - Steric hindrance to amide reduced Pgp but at the
expense of potency.
- Electron withdrawing groups adjacent to the amide
reduced Pgp efflux
33Effect of amide modification of directional
transport by mouse and human Pgp
50
40
30
mdr1a transport ratio
20
10
amide
Modified amide
0
0
10
20
30
40
50
MDR1 transport ratio
- Within a structural series subtle structural
changes can have disproportionate influences on
transport by human and mouse Pgp.
34- 96 amino acid identity between human and monkey
Pgp - Majority of changes occur in first extracellular
loop
35Summary
- Low passive permeability and Pgp efflux can limit
distribution of drugs into the CNS. - A structure based approach can be used to
minimize Pgp efflux. - Decrease hydrogen bond acceptors.
- Introduce steric hindrance to hydrogen bond
acceptors. - Reduce electron density of hydrogen bond
acceptors. - Evaluation of SAR for Pgp transport should
consider mechanistic aspects of Pgp transport. - In vitro models can supplement in vivo studies to
evaluate the impact of P-glycoprotein efflux on
CNS exposure in man. - Animal models for P-glycoprotein drug
interactions should take into account species
differences.
36Hepatic and renal uptake transporters
- Facilitate uptake of compounds from the blood
into the liver and kidney. - Multiple families of transporters including OATs,
OCTs, OATPs , and nutrient uptake transport
systems. - Multiple transporters with related functions.
- Many compounds are subject transport by more than
1 transporter.
37Tools for studying uptake transporters
- Few well characterized specific inhibitors.
- Few ( if any ) inhibitory monoclonal antibodies.
- Transporters expressed in mammalian cells.
- Used by several labs to evaluate mechanisms of
drug transport - Tells you if a drug is subject to transport by a
specific transporter. - Does not indicate the relative contribution of
the transporter. - RNAi silencing of transporters.
- Promising tools for specific reduction of
transporter expression. - Depletes the cell of specific mRNA.
- Specificity of siRNA is determined by homology to
the mRNA. - Binding of siRNA to mRNA signal docking of an
endonuclease which cleaves mRNA. - Multiple technical approaches to application of
RNAi strategies.
38RNAi knockdown of OATP4 mRNA and activity in
transfected cells
mRNA
Uptake
- RNAi mediated supression of activity corresponds
with reduction in OATP4 mRNA - Oatp4 mediated uptake CCK-8 uptake is reduced
70-90 48 hours after Stealth RNAi transfection.
39Conclusions
- Stealth RNAi is effective in knock-down of OATP4
in stably transfected HEK cells. - RNAi is a promising approach to study transport
and metabolism issues - Rapid and inexpensive design of specific probes
if cDNA sequence is known. - Multiple strategies for achieving siRNA knockdown
including synthetic duplexes and stable
expression vectors. - Knock-down specific transporters in whole cells.
- Potential extension to in vivo knock-down in
rodents. - More rapid less expensive and shorter term
response than knockout animals. - Application of the approach to drug discovery and
development issues requires stable expression of
the transporters in cell models in a manner that
reflects expression in vivo.
40Contributors
- Scott Fauty
- Todd Killino
- Anne Taylor
- Tamara Pittman
- Janice Brunner
- Thomayant Prueksaritanont
- Jiunn H Lin
- Mark Bock
- Doug Pettibone
- Sookhee Ha
- Qin Mei
- Cuyue Tang
- Sergey Krymgold
- Xiadong Shen
- I-Wu Chen
- Masayo Yamazaki
- Yan Xu
- Bing Li