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Applications of computational drug design
Jan Kelder
Molecular Design & Informatics
N.V. Organon, part of MSD
CMBI Nijmegen:
International Computational Drug Discovery Course
13 June 2017
History
Organon 1923 / Diosynth 1971
Organon Biosciences 2005
Schering Plough 2007
MSD 2009
Aspen 2013
Drug targets
Nuclear hormone receptors
G-protein coupled receptors (GPCRs)
Ion channel receptors
Serine proteases
Kinases and Phosphatases
Phosphodiesterases
Progestin and AdipoQ receptors (PAQRs)
and many more
Drug target families
2%
2%
46%
4%
4%
15%
5%
22% Kinases
GPCRs
Ion channels
Ser proteases
Phosphatases
Cys proteases
Nuclear receptors
Others
A. L. Hopkins, Nature Rev. Drug Disc. 1, 727 - 730 (2002)
Drugs on the market by target
families
1%
4%
6%
1%
47%
30%
7%
4%
Transporters
GPCRs
Ion channels
Enzymes
DNA
Integrins
Nuclear receptors
Others
A. L. Hopkins, Nature Rev. Drug Disc. 1, 727 - 730 (2002)
Drug discovery
Molecular Modification
Screening (MTS and HTS)
Virtual Screening - 3D databases
Structure-Based Drug Design
Molecular modification towards
combined 5-HT2 and H1 antagonism
CH3
N
N
N
CH3
phenbenzamine (Antergan ®)
mianserin (Tolvon ®)
cyproheptadine (Periactin ®)
N
N
CH3
CH3
H1 antagonist
H1 + 5-HT2 antagonist antidepressant
no antidepressant activity
no antidepressant activity
H1 + 5-HT2 antagonist
Molecular modification towards
combined 5-HT2 and H1 antagonism
phenbenzamine (Antergan ®)
mianserin (Tolvon ®)
cyproheptadine (Periactin ®)
Org 3363
Molecular modification towards
combined 5-HT2 and H1 antagonism
phenbenzamine (Antergan ®)
mianserin (Tolvon ®)
cyproheptadine (Periactin ®)
Org 3363
Molecular modification
mianserin (Tolvon ®) cyproheptadine (Periactin ®)
Molecular modification
Molecular modification towards
combined 5-HT2 and H1 antagonism
CH3
NN
N
N
CH3
tripelennamine (Azaron ®)
mirtazapine (Remeron ®)
cyproheptadine (Periactin ®)
N
N
CH3
N
CH3
H1 antagonist
H1 + 5-HT2 antagonist antidepressant
no antidepressant activity
no antidepressant activity
H1 + 5-HT2 antagonist
Molecular modification
CH3
NN
Nmianserin mirtazapine
CH3
N
N
Noradrenalin (NA) Noradrenalin (NA)
NA uptake blocker --------
alpha-2 antagonist alpha-2 antagonist
alpha-1 antagonist ---------
Serotonin (5-HT) Serotonin (5-HT)
5-HT2A-2C antagonist 5-HT2A-2C antagonist
Histamine Histamine
H1 antagonist H1 antagonist
Molecular modification
Molecular modification
mianserin mirtazapine
5-HT GPCR subtypes
5-HT7 HUMAN
5-HT1A HUMAN
5-HT1B HUMAN
5-HT1D HUMAN
5-HT1E HUMAN
5-HT1F HUMAN
5-HT5A HUMAN
5-HT5B MOUSE
5-HT4 HUMAN
5-HT6 HUMAN 5-HT2B HUMAN
5-HT2A HUMAN
5-HT2C HUMAN
Molecular modification towards
selective 5-HT2C antagonism
CH3
O
N
N
CH3
H
(S)-(+)-mianserin (R)-(+)-Org 3363 Org 37415
Org GC 94 SDZ SER-082 (+)
CH3
N
N
H
CH3
N
N H
CH3
N
N H
H
H
CH3
N
HH
N
(R)-(+) Org 3363 and (+) - SDZ SER-082 :
Two selective 5-HT2C antagonists
(R)-(+) Org 3363 SDZ SER-082 (+)
Fit of (R)-(+) Org 3363 and
(+) enantiomer of SDZ SER-82
Drug discovery
Molecular Modification
Screening (MTS and HTS)
Virtual Screening - 3D databases
Structure-Based Drug Design
HTS Compound
library
HTS
Hit
Optimization
Lead
Optimization
Confirmed
Hit
• validated activity /
structure purified
sample
In vitro optimization
on potency & selectivity
Lead
• fulfill potency /
selectivity criteria
and show activity in
in vitro, ex vivo, or in
vivo proof of
principle model
Development
compound
A
D
M
E
T
High Throughput Screening
High throughput screening 200,000
Confirmed actives 100-500
Retesting solid (+ LC-MS) 50-200
Retesting
Purification/Resynthesis 10-50
Lead compounds 0-20
High Throughput Screening
320 compounds/plate
up to 150 plates/day
384-wells plate
Orally active LH agonist: Robot
screening for LH receptor agonists
Robot setup
Reader
Incubator Pipettor
Robot
Plate Hotel Dispensers
HTS on human luteinizing
hormone receptor agonists
N
NS S
NH2
O
O
Confirmed hit: EC50 = 1.4 M
N
NS S
NH2
N
O
O
H
Lead compound Org 41841: EC50 = 0.03 M (= 30 nM)
N
NS S
NH2
N
O
N
H
H
O
N
O
Optimized compound Org 42599: EC50 = 3.1 nM
Not orally active Orally active
Orally active
LMW LH agonists: Org 42599
selected for development
Drug discovery
Molecular Modification
Screening (MTS and HTS)
Virtual Screening - 3D databases
Structure-Based Drug Design
Decision Tree program
Oss
Rotterdam
Amsterdam
Groningen
Arnhem
Utrecht
Oss
Rotterdam
Amsterdam
Utrecht
Groningen
Arnhem
above
below sea-level
Decision Tree program
Oss
Rotterdam
Amsterdam
Groningen
Arnhem
Utrecht
west of
Utrecht?
south of
Groningen?
south of
Amsterdam?
west of
Arnhem?
yes
no
no
no
no
yes
yes
yes
above
belowsea-level
N
N X R4
R7
R6
R3
R2
R1
Y
• Synthesize first set of compounds based on LH
agonist Lead Org 41841 (at least 50 compounds)
• Test LH receptor activity
• Calculate Molecular Descriptors:
(molecular weight, lipophilicity, polar surface)
• Build Decision Tree which separates active
from inactive compounds
Decision Tree program C5.0
Calculated
molecular
descriptors
active
inactive
Decision Tree pEC50 > 7.5
(n = 201)
23 actives (> 7.5) 23/23 correctly classified (100 %)
178 inactives (< 7.5) 173/178 correctly classified ( 97 %)
N
N X
R4
R7
R6
R3
R2
R1
Y
PSR6 >18.7
Inactive (14)
Inactive (3)
Inactive (7)
Inactive (12)
Inactive (137)
Active (26)
Active (2)
PSR6 >17.3
PSR4 >2.8
MWR7 >30.0
MWR6 >87.1
PSR2 >1.3
PSR6 > 18.7
PSR6 > 17.3
PSR4 > 2.8
MWR7 > 30.0
MWR6 > 87.1
PSR2 > 1.3
yes
yes
yes
yes
yes
yes
no
no
no
no
no
no
N
N X R4
R7
R6
R3
R2
R1
Y
• Select substitution site on molecular scaffold (R2 this time)
• Design virtual library of compounds
• Calculate Molecular Descriptors of all virtual compounds
• Apply Decision Tree and predict active and inactive
compounds
• Select, synthesize and test active compounds
Decision Tree program C5.0
Virtual library design
N
N
NH
S S
NH2
N
O
O
Br
Selection of amines based on availability (ACD database) and predicted potency
(pEC50 LH-CHO > 8.0; decision tree model derived from 250 analogues)
N
N
NH
S S
NH2
N
O
O
NR1
R2
HN
R1
R2 +
Virtual library design
ACD
Select
Reagents
N
N X
R1
R2
R3
R4
R6
R7
Y
Generate
Library
Predict
Actives
65
predicted
actives
1934
library
compounds
1934
amines
Virtual library for substitution at R2
derived from 1934 amines:
65 actives
1869 inactives
N
N X R4
R7
R6
R3
R2
R1
Y
Predicted LMW LH agonists
ClipArt
0
1
2
3
4
5
6
7
8
9
pEC50 CHO-LH
CMP01
CMP02
CMP03
CMP04
CMP05
CMP06
CMP07
CMP08
CMP09
CMP10
CMP11
CMP12
CMP13
CMP14
CMP1516/26 correctly predicted > 8.0 (62 %)
23/26 correctly predicted > 7.5 (88 %)
3D-database pharmacophore searches
5-HT2C and 5-HT2A antagonists
X-ray structure of mesulergine
3D query derived from mesulergine
6-Membered aromatic ring
at a distance of 5.18 Angstrom
of a basic N atom (type 14D)
with a tolerance of 1.0
Two aliphatic carbon atoms
connected to the basic N atom
Exclusion sphere placed in the
direction where the basic N atom
can be protonated at a distance
of 7.0 Angstrom with a radius of
5.3 Angstrom
A second exclusion sphere is placed
at a distance of 7.0 Angstrom of the
basic N atom in the direction of the
N-CH3 bond with a radius of 4.5
Angstrom
3D-database pharmacophore searches
5-HT2C and 5-HT2A antagonists
Chembase:
79716 3D structures
9229 hits (11.6 % of 79716)
1500 hits available for testing
979 hits used for testing after elimination of 521
compounds tested already on 5-HT2C
receptor binding
113 5-HT2C ligands found (11.5 % of 979)
211 5-HT2A ligands found (21.5 % of 979)
Comparison between MTS screen and
3D-database pharmacophore search
Chembase:
Mesulergine (5-HT2C) Ketanserin (5-HT2A)
# hits > 95 % competition # hits > 95 % comp.
MTS screening 49 (4.9 %) 83 (8.3 %)
(1000 compounds)
3D pharmacophore 113 (11.5 %) 211 (21.5 %)
screening
(979 compounds)
3D pharmacophore 283 (18.9 %) 470 (31.3 %)
screening
(1500 compounds) 3.9 x 3.8 x
Results 3D-database pharmacophore
searches 5-HT2C antagonists
NCH
3
HH
H
Org 9283
Two compounds were selected that showed
already interesting 5-HT2C antagonistic
potency and selectivity (Org 9283 and Org 20659)
Org 9283 has been chosen as the lead compound
for developing selective 5-HT2C antagonists as
potential antidepressants/anxiolytics
WO 98377
EP 98-201462
5
5.5
6
6.5
7
7.5
8
8.5
9
5-HT2C 5-HT2A 5-HT2B 5-HT1A
SDZ SER-082
mianserin
Org 3363
Org 37415
Org 9283
mesulergine
Drug discovery
Molecular Modification
Screening (MTS and HTS)
Virtual Screening - 3D databases
Structure-Based Drug Design
Protein Data Bank
20946 structures (June 2003) – 100147 structures (14 May 2014)
130807 structures (6 June 2017)
Drug targets
Nuclear hormone receptors
G-protein coupled receptors (GPCRs)
Ion channel receptors
Serine proteases
Kinases and Phosphatases
Phosphodiesterases
Progestin and AdipoQ receptors (PAQRs)
and many more
NR4A2-NOT
NR4A3-NOR1
NR4A1-NGFI
NR5A1-SF1
NR5A2-FTF
NR6A1-GCNF
NR2F1-COTF
NR2F2-ARP1
NR2F6-EAR2
NR2E3-PNR
NR2B1-RRXA NR2B2-RRXB
NR2A2-HN4G
NR2E1-TLX
NR2C1-TR2-11
NR2C2-TR4
NR2B3-RRXG
NR2A1-HNF4
NR0B1-DAX1
NR0B2-SHP
NR1C1-PPAR
NR1C2-PPAS
NR1C3-PPAT
NR1D1-EAR1
NR1D2-BD73
NR1I3-CAR
NR1H2-NER
NR1H3-LXR
NR1H4-FAR
NR1I1-VDR
NR1B3-RRG1
NR1F3-RORG
NR1F2-RORB
NR1F1-ROR1 NR1A2-THB1
NR1A1-THA1 NR1I2-PXR
NR1B2-RRB2 NR1B1-RRA1
NR3C1-GCR
NR3C4-ANDR
NR3C3-PRGR NR3A1-ESTR
NR3A2-ERBT
NR3B1-ERR1
NR3B2-ERR2
NR3C2-MCR
NR3B2-ERR3
Dimerisation
Lipid metabolism
Drug metabolism
Cholesterol
metabolism
Cell growth
Development
48 nuclear
receptors
NR4A2-NOT
NR5A2-FTF
NR2B1-RRXA NR2B2-RRXB NR2A1-HNF4
NR1C1-PPAR
NR1C2-PPAS
NR1C3-PPAT
NR1H2-NER
NR1H3-LXR
NR1H4-FAR
NR1I1-VDR
NR1B3-RRG1 NR1F2-RORB
NR1F1-ROR1 NR1A2-THB1
NR1I2-PXR
NR1B1-RRA1
NR3C1-GCR
NR3C4-ANDR
NR3C3-PRGR NR3A1-ESTR
NR3A2-ERBT
NR3B2-ERR3
25 X-rays
LBD
NR3C2-MCR
D C A/B F E
F E
F E
DAX1
Heterodimers:
CAR, RXR, RAR, TR,
PPAR, HNF4, ER
Heterodimers:
SF1
Drug targets: Nuclear hormone
receptors (typical and atypical)
LBD DBD
ERa nuclear receptor domains
AB
D
F
E
C
LBD
DBD
D C A/B F E
Ligand binding domains (LBD)
nuclear hormone receptors Progesterone receptor (PR) 1A28, 1E3K, 1SQN, 1SR7, 1E3K
Androgen receptor (AR) 1I37, 1I38, 1E3G, 2AM9, 2AMB
Estrogen receptor (ER) 1A52, 1ERE, 1ERR, 1QKM
1QKN, 1QKT, 1QKU, 3ERD
3ERT, 1G50, 1HJ1
Glucocorticoid receptor (GR) 1M2Z, 1NHZ, 1P93, 3CLD
Mineralocorticoid receptor (MR) 1Y9R, 1YA3, 2AA7
Vitamin D3 receptor (VDR) 1DB1, 1IE8, 1IE9, 2ZLC, 2HAR
Retinoic acid receptor (RAR) 1EXA, 1EXX, 1FCX, 1FCY
1FCZ, 2LBD, 3LBD, 4LBD
Retinoid X receptor (RXR) 1LBD, 1FBY, 1G1U, 1G5Y
1DKF, 1FM6, 1FM9
Peroxisome proliferator-activated rec. 1K74, 1K7L, 1KKQ, 1PRG (PPAR) 2PRG, 3PRG, 4PRG, 1GWX
2GWX, 3GWX
Steroid hormone receptors
O
H
H
H
O
Progesterone
Testosterone
Dihydrotestosterone
Estradiol
Aldosterone
Corticosterone
Calcitriol
etc
H-bond donor HD1 ----
---- H-bond donor HD2
Progesterone
LBD nuclear progesterone receptor
in complex with progesterone PDB code 1A28
P.B. Sigler and S.P. Williams , Nature 393, 392 - 396 (1998)
Q
R
T
Synthetic Steroidal Progestogens
O
O
progesterone (1933)
ethisterone (1938) O
OHCH
northisterone (1956) O
OHCH
O
OHCH
norethynodrel (1957)
OHCH
lynestrenol (1962)
O
CHOH
norgestrel (1966)
CHCH
2
OH
desogestrel (1981)
O
CHOH
gestodene (1987)
norgestimate (1986)
CH
N
OAc
OH
Synthetic Steroidal Progestogens
drospirenone (2000)
O
O
O
etonogestrel (1999) O
CHCH
2
OH
LBD nuclear progesterone receptor in
complex with etonogestrel (model) PDB code 1A28
Q
R
T
LBD nuclear androgen receptor in
complex with dihydrotestosterone PDB code 1I37
J.S. Sack et al. , Proc. Nat. Acad. Sci. USA 98, 4904 - 4909 (2001)
Q
R
T
Homology modelling
In case no experimental 3D structure of the LBD of a nuclear receptor is available homology modelling can be tried
Template selection
Sequence alignment between target and template
Model building
Optimization of the model
Validation
Ligand docking
Homology model LBD nuclear vitamin D3
receptor vs. experimental structure • Homology model (green)
LBD VDR based on LBD
PPARγ (gamma)
• X-ray structure VDR (blue)
• Alignment:
D. R. Boer et al. , Thesis University of Utrecht (2001)
33 % similarity for residues 131 - 427
53 % similarity for residues 226 - 427
LBDs nuclear vitamin D3 receptor and PR in
complex with calcitriol and progesterone
PDB code 1DB1
PDB code 1A28
Drug targets
Nuclear hormone receptors
G-protein coupled receptors (GPCRs)
Ion channel receptors
Serine proteases
Kinases and Phosphatases
Phosphodiesterases
Progestin and AdipoQ receptors (PAQRs)
and many more
G-protein coupled receptors (GPCRs) •
• GPCRs trace back more than 1 billion years
• Ancestral nuclear steroid receptor (= estrogen receptor)
• back into evolution more than 500 million years
60
M. Barton et al., J. Steroid Biochem. Mol. Biol. 2017
Bovine rhodopsin X-ray model
K. Palczewski et al., Science 289, 739 - 745 (2000)
PDB code 1F88
X-ray models GPCR and G-protein
a
ß
Ligand binding domains (LBD)
G-protein coupled receptors(GPCRs)
Follicle Stimulating Hormone (FSH) receptor
Luteinizing Hormone (LH) receptor
Thyroid Stimulating Hormone (TSH) receptor
Serotonin (5-HT) receptors
and many more
Transmembrane region
hLH receptor + Org 41841 (MD)
Lead optimization LH agonist
LH receptor homology model
Mutation studies hLH receptor Org
41841 (Axel Themmen)
Thr 446 - Ala: 7 x less
Thr 446 - Val: 4 x less
Ser 450 - Ala: 2 x less
Glu 451 - Gln: 1 x
Thr 530 - Phe: 1 x
Thr 530 - Ser: 1 x
Asn 535 - Leu: 30 x less
Asn 535 - Ala: 6 x less
Ser 586 - Ala: 1 x
Tyr 612 - His: 1 x
Tyr 612 - Phe: 3 x less
Phe 515 - Leu: 17 x less
Thr 446
Tyr 612
Ser 450
Glu 451
Thr 530
Asn 535
Ser 586
CHO luciferase assay
Transmembrane region
hLH receptor + Org 42599 (MD)
Luteinizing hormone (LH) +
LMW LH agonist Org 41841
LH receptor activation
LHR TM
domain
EC domain LH/hCG
LMW LH agonist
LFR/FLR chimeric receptors transient transfection LFR/FLR.
0.00
1.00
2.00
3.00
4.00
5.00
6.00
7.00
8.00
9.00
10.00
LHR-
LH
LHR-
FSH
FSHR-
LH
FSHR-
FSH
LFR-
LH
LFR-
FSH
FLR-
LH
FLR-
FSH
fold
in
cre
ase 0
0.1
1
10
100
Chimeric receptors respond as expected
mU/ml
LTR/TLR chimeric receptors
Org 42599 binds in TM domain of LH receptor
transient transfection LTR/TLR - ORG42599H.
0.00
1.00
2.00
3.00
4.00
5.00
6.00
LHR TSHR LTR TLR
fold
in
cre
ase 0
-11
-9
-7
-6
M
Ligand binding domains (LBD)
G-protein coupled receptors(GPCRs
Follicle Stimulating Hormone receptor
Luteinizing Hormone receptor
Thyroid Stimulating Hormone receptor
Serotonin (5-HT) receptors
and many more
Serotonin GPCRs
OH
NH
NH3+
Acetylcholine
Noradrenalin
Adrenalin
Dopamin
Serotonin
Histamin
Opioid
etc
Acidic residue Asp ---- ---- H-bond acceptor Ser/Thr
Serotonin
5-HT2C GPCR transmembrane model
based on bacteriorhodopsin
Mutation studies 5-HT2C receptor
serotonin 8.0 6.5 5.3
Org 35018 7.6 6.4 5.5
OH
NH
NH2
NH
NH2
OH
S
NH2
Wildtype S219A F327A
5-HT2C mutant mutant
receptor receptor receptor
pKi pKi pKi
tryptamine 6.9 6.6 5.2
5-HT2C GPCR model based on
bovine rhodopsin
D
S
X-Ray 5-HT2B GPCR with
ergotamine
D
TM3
TM7
TM4
TM1
TM5
TM6
TM2
S
X-ray structures of 25 GPCR’s CLASS A: CLASS B:
Rhodopsin receptor Corticotropin R.F. CRHR1 recep.
Beta1- and Beta2 adrenergic receptors Glucagon GCGR receptor
Adenosine A2A receptor CLASS C:
Muscarinic M1, M2, M3 receptors Glutamate GRM1 receptor
Histamine H1 receptor CLASS F:
Dopamine D3 receptor Frizzled SMOH receptor
Serotonin 5HT1B and 5HT2B receptors
Opioid OPRK1, OPRM1, OPRD1 recep.
Opioid-like ORL1 receptor
Sphingosine-1-phosphate EDG1 receptor
Neurotensin NTSR1 receptor
Protease activated PAR1 receptor
Adenosine diphosphate P2Y12 receptor
C-C Chemokine CCR5 receptor
CXC Chemokine CXCR4 receptor
http://gpcr.scripps.edu
Drug discovery
Molecular Modification
Screening (MTS and HTS)
Virtual Screening - 3D databases
Structure-Based Drug Design
Target discovery
Steroid GPCR’s
Family Steroid receptor Ligand G-protein
1000 GPCR’s 3: GPER1(GPR30) E2 Gs
(GPRC6A T Gi)
(OXER1 T Gi)
11 PAQR’s 5: mPRα - mPRε P4 Gi/Golf
14 ZIP’s 1: ZIP9/mAR T Gs
GPCR: G-Protein Coupled Receptor
PAQR: Progestin - AdipoQ Receptor
ZIP : Zinc Influx Protein/Zrt-, Irt-like Protein
• Nuclear receptors (nPRs):
• Genomic effects
• Slow response time: minutes to hours
• Membrane bound receptors (mPRs, PGRMCs and nPRs):
Non-genomic effects
Fast response time: seconds to minutes
(e.g. sperm motility activation)
Progesterone receptors
Progesterone Hormone Action at
Target Cells
Membrane Receptor
1 2
slow activates genes
(genomic)
Nuclear Receptor
DNA
Nucleus
R
P
fast
activates 2nd messengers
(nongenomic)
Non-genomic steroidal signaling:
Controversies on 3 possible mechanisms
• Progesterone receptor membrane components (PGRMC1 & 2) or membrane-associated progesterone binding proteins (MAPR)
– Falkenstein/Wehling et al. (1996)
• mPRs coupled to G-proteins
– Zhu/Thomas et al. (2003)
• nPRs located (as dimers) in cytoplasm and/or cell membrane
– Bayaa/Tian et al. (2000)
Kyte & Doolittle Scale Mean Hydrophobicity ProfileScan-window size = 13
Position
19018518017517016516015515014514013513012512011511010510095908580757065605550454035302520151050
Mean H
ydro
phobic
ity
3,2
2,4
1,6
0,8
0
-0,8
-1,6
-2,4
-3,2
TM
Membrane Associated Progesterone
Receptor (MAPR) family : PGRMC1
Kyte & Doolittle Scale Mean Hydrophobicity ProfileScan-window size = 13
Position
19018518017517016516015515014514013513012512011511010510095908580757065605550454035302520151050
Mean H
ydro
phobic
ity
3,2
2,4
1,6
0,8
0
-0,8
-1,6
-2,4
-3,2
TM
174
Kyte & Doolittle Scale Mean Hydrophobicity ProfileScan-window size = 13
Position
19018518017517016516015515014514013513012512011511010510095908580757065605550454035302520151050
Mean H
ydro
phobic
ity
3,2
2,4
1,6
0,8
0
-0,8
-1,6
-2,4
-3,2
TM
Membrane Associated Progesterone
Receptor (MAPR) family : PGRMC1
Model of residues 71 – 171 of PGRMC1
H.J. Rohe et al. , Pharmacology & Therapeutics 121, 14 - 19 (2009)
Kyte & Doolittle Scale Mean Hydrophobicity ProfileScan-window size = 13
Position
19018518017517016516015515014514013513012512011511010510095908580757065605550454035302520151050
Mean H
ydro
phobic
ity
3,2
2,4
1,6
0,8
0
-0,8
-1,6
-2,4
-3,2
TM
Membrane Associated Progesterone
Receptor (MAPR) family : PGRMC1
mPRα
Kyte & Doolittle Scale Mean Hydrophobicity ProfileScan-window size = 13
Position
19018518017517016516015515014514013513012512011511010510095908580757065605550454035302520151050
Mean H
ydro
phobic
ity
3,2
2,4
1,6
0,8
0
-0,8
-1,6
-2,4
-3,2
TM
Membrane Associated Progesterone
Receptor (MAPR) family : PGRMC1
PGRMC1 is an adaptor
protein that activates
other proteins such as
enzymes and receptors.
It does not bind progesterone!
mPRα
Membrane Associated Progesterone
Receptor (MAPR) family : PGRMC1
PGRMC1 is an adaptor
protein that activates
other proteins such as
enzymes and receptors.
It does not bind progesterone!
Cytochrome b5
Membrane Associated Progesterone
Receptor (MAPR) family : PGRMC1
X-ray of residues 68 – 179 of PGRMC1
Y. Kabe et al. , Nature Communications 7, 11030 - 11042 (2016) (PDB: 4X8Y)
Y113 Y107 Y164
K163
PGRMC1
Non-genomic progesterone signaling:
Controversies on 3 possible mechanisms
• Progesterone receptor membrane components (PGRMC1 & 2) or membrane-associated progesterone binding proteins (MAPR)
– Falkenstein/Wehling et al. (1996)
• mPRs coupled to G-proteins
– Zhu/Thomas et al. (2003)
• nPRs located (as dimers) in cytoplasm and/or cell membrane
– Bayaa/Tian et al. (2000)
An emerging receptor family:
PAQR
Progestin – AdipoQ Receptor
mPR receptors Y. Zhu, C.D. Rice, Y. Pang, M. Pace, and P. Thomas
Cloning, expression, and characterization of a membrane
progestin receptor and evidence it is an intermediary in meiotic
maturation of fish oocytes
PNAS 100, 2231 – 2236 (2003)
Y. Zhu, J. Bond, and P. Thomas
Identification, classification, and partial characterization of
genes in humans and other vertebrates homologous to a fish
membrane progestin receptor
PNAS 100, 2237 - 2242 (2003)
Peter Thomas: Marine Science
Institute, University of Texas
• Progesterone GPCR:
• Cloned from spotted seatrout ovaries
• 40 kDa protein (352 AA)
• High affinity for 20β-S and progesterone
• Steroid specificity different from nuclear PR
• Coupled to Gi protein
• Up regulated by gonadotropins (hCG)
• Involved in oocyte maturation
• Tissue specificity: oocytes, testis, brain
Peter Thomas: Marine Science
Institute, University of Texas
• Mammalian Progesterone GPCR:
• 3 Human genes in testis, brain, and kidney
– mPRa :gonads: testis and ovary (weak)
– mPR :brain: all over the brain
– mPR :kidney
• Involved in oocyte maturation (pig?)
• Involved in (human) sperm motility
R.norvegicus PAQR4
M.musculus PAQR4
H.sapiens PAQR4
P.Troglodytes PAQR4
P.Troglodytes MPRA
H.sapiens MPRA
R.norvegicus MPRA
M.musculus MPRA
P.Troglodytes MPRB H.sapiens MPRB
P.pygmaeus MPRG
H.sapiens MPRG
R.norvegicus MPRG
M.musculus MPRG
P.Troglodytes PAQR9
H.sapiens PAQR9
R.norvegicus PAQR9
M.musculus PAQR9
P.Troglodytes PAQR11
H.Sapiens PAQR11
R.norvegicus PAQR11
M.musculus PAQR11
P.Troglodytes PAQR10
H.sapiens PAQR10
R.norvegicus PAQR10
M.musculus PAQR10
R.norvegicus ADR2
M.musculus ADR2
R.norvegicus ADR1
M.musculus ADR1
P.Troglodytes ADR1
H.sapiens ADR1
PAQR9 -
mPRε
PAQR5 -
mPRγ
PAQR6- mPRδ PAQR8-mPRβ
PAQR7-
mPRα
PAQR11-
MMD
PAQR10-
MMD2
PAQR3
PAQR2
-ADR2
PAQR1
-ADR1
PAQR4
PAQR Family
Progesterone and adiponectin receptors • PAQR I AdipoR1 ADIPOR1 3WXV
• PAQR II AdipoR2 ADIPOR2 3WXW
• PAQR III AdipoR3 ADIPOR3
• PAQR IV PAQR4
• PAQR V mPR PAQR5
• PAQR VI mPRδ PAQR6
• PAQR VII mPRa PAQR7
• PAQR VIII mPR PAQR8
• PAQR IX mPRε PAQR9
• PAQR X MMD2
• PAQR XI MMD
Progesterone and adiponectin receptors • PAQR I AdipoR1 ADIPOR1 5LXG
• PAQR II AdipoR2 ADIPOR2 5LWY
• PAQR III AdipoR3 ADIPOR3
• PAQR IV PAQR4
• PAQR V mPR PAQR5
• PAQR VI mPRδ PAQR6
• PAQR VII mPRa PAQR7
• PAQR VIII mPR PAQR8
• PAQR IX mPRε PAQR9
• PAQR X MMD2
• PAQR XI MMD
Seatrout mSR
Picture of seatrout mPR (352 AA)
EL2
Seatrout mSR
1 2 3 4 5 6 7
Hydrophobicity plot for seatrout
mPR
EL-2
1 2 3 4 5 6 7
Hydrophobicity plot for seatrout
mPR
No large hydrophobic EL-2 anymore!
Recombinant seatrout mPR binding is specific for
natural progestins but not for the nPR ligands RU486
and R5020 (human cell expression)
-10 -9 -8 -7 -6 -5 -40
25
50
75
100
12520 -S
E2
T
P4
Cort
R5020
RU486
Concentration (M)
3H
-20
-S B
ou
nd
(%
)
Down-regulation of adenylyl cyclase activity by 20β-S in
transfected cells blocked by pertussis toxin (PTX)
0
5
10
15
cDNA inserted vector Empty vector Reversed insert
Buffer 20-S 20-S 20-S
+ PTX + inPTX
Buffer Buffer20-S 20-S
*
cA
MP
(p
mo
l/m
l)
*
• suggests mPR coupled to inhibitory G-protein
Thomas et al., Endocrinology, 148(2):705–718 (2007)
Characterization of recombinant human mPRα in
MDA-231 cells
• mPRα is most abundantly
expressed mPR and is
widely distributed in tissues
and cell lines, suggesting
that it is the major mPR
mediating progestin
signaling in most cell types.
• Activates and is coupled to
an inhibitory G protein.
• Regulates nPR
transactivation in human
myometrial cells
[3H]progesterone binding increased in transfected cells.
High affinity progesterone binding, Kd 4.2 nM .
Immunoprecipitation
results show activation
of an inhibitory G
protein
Competition of human mPR a -transfected cells membrane preparation
-11 -10 -9 -8 -7 -6 -5 -4 -3
0
20
40
60
80
100
120
P4
R5020
Ru486
Org2058
[ 3 H]P4: 1 nM final;
Mem protein: 0.15mg/ml final
Competitor conc. (log M)
% S
pec
ific
Bin
din
g
1 2 3 4 5 6 7
Human Testis/ovary specific mSR
Hydrophobicity plot for human
testis/ovary specific mPRa
EL-2
1 2 3 4 5 6 7
Human Testis/ovary specific mSR
Hydrophobicity plot for human
testis/ovary specific mPRa
No large hydrophobic EL-2 anymore!
PAQR5-9 + Adiponectin
111
adiponectin PAQR5-9
progesterone
Competition experiments with
mPRα
112 P. Thomas et al., Neuroendocrinology 96, 162-171 (2012)
Adiponectin receptors:
AdipoR1 + AdipoR2
113
7TM model: N-terminus inside and C-terminus outside!
T. Kadowaki et al. , Endocr. Rev. 26, 439-451 (2005)
Progesterone and adiponectin receptors • AdipoR1 ADIPOR1 7TM N-term inside Zn2+
• AdipoR2 ADIPOR2 7TM N-term inside Zn2+
• AdipoR3 ADIPOR3 7TM N-term inside Zn2+
• PAQR4
• mPR PAQR5 7TM N-term outside GPCR
• mPRδ PAQR6 7TM N-term outside GPCR
• mPRa PAQR7 7TM N-term outside GPCR
• mPR PAQR8 7TM N-term outside GPCR
• mPRε PAQR9 7TM N-term outside GPCR
• MMD2
• MMD
114
Progesterone and adiponectin receptors
• AdipoRs: mPRs:
• 7TM with N-term inside 7TM with N-term outside
• Helix 0 Helix 0 absent?
Ligands: Adiponectin & Ligands: Progesterone &
AdipoRon Org OD 02-0
No GPCR activities GPCR activities
• Zn2+ in the 7TM pocket no Zn2+ in the 7TM pocket
• Ceramidase activity No ceramidase activity
115
X-ray
structure
Homology
model
N-terminus
N-terminus
7TM 7TM
Helix 0
Helix 0
Zn2+
AdipoRs 1 & 2 structures suggest
ceramidase activity
116
AdipoRs 1 & 2 suggest
ceramidase activity
117
FFA:
R represents the alkyl
portion of a fatty acid.
Ceramide:
Sphingosine:
AdipoRs 1 & 2 structures suggest
ceramidase activity
118
X-ray human adipoR2 receptor
(3WXW)
119
TM3 TM4
TM5
TM2
TM1
TM6 TM7
Helix0
H. Tanabe et al. , Nature 520, 312-316 (2015)
X-ray human AdipoR2 receptor
(3WXW)
120
His348 His352
His202 Zn2+
Asp219
H2O
TM3
Tyr220
TM7
TM1
TM2
TM4
TM5
TM6
Homology model mPRa receptor
based on X-ray AdipoR2 (3WXW)
121
TM3 TM4
TM5 TM2
TM1 TM6
TM7
Helix0
122
His275
His279
His125
Asp142 TM3
TM7
TM1
TM2
TM4
TM5
TM6
Homology model mPRa receptor without Zn2+
and with P4 (docked with MOE2012 pose 6)
Val146 Ser210
Ser121 Val211
Ala252
Four new X-rays AdipoRs 1 & 2
123
AdipoR1 5LXG in an open conformation supersedes 3WXV
AdipoR2 5LX9 in complex with C18 (S1)
AdipoR2 5LWY in complex with C18 (S2) supersedes 3WXW
AdipoR2 5LXA in complex with C18 (S3)
I. Vasiliauskaité-Brooks et al. , Nature 544, 120-123 (2017)
New X-ray 5LWY AdipoR2 with cis-oleic acid
124 29-04-2017
CO2- of oleic acid interacts with Y220 in TM3 and R278 in TM5,
H2O and Y328 in TM6
Arg278
Asp219
His202
TM1
TM2
TM3
TM5
TM6 TM7
Tyr220
TM4
Helix 0
His348 His352
Ser198
Tyr328
Zn2+
New X-ray 5LWY AdipoR2 with cis-oleic acid
125 29-04-2017
CO2- of oleic acid interacts with Y220 in TM3 and R278 in TM5,
H2O and Y328 in TM6
Ile223 Arg278 Asp219
His202
TM1
TM2
TM3
TM5
TM6 TM7
Tyr220
TM4
Ser198
His352
His348
Tyr328
Zn2+
H2O
New homology model MPRα (PAQR7) with
Progesterone (pose 01)
126 17-05-2017
20-keto of P4 interacts with Y143 in TM3 and Q206 in TM5
(optimize further)
Val146 Gln206 Asp142
His125
TM1
TM2
TM3
TM5
TM6 TM7
Tyr143
TM4
His275
His279
H L/P D
Y
SAR human mPRa vs human nPR-B
R1
R2R3
R4
O
Et > Me > H
Et > Me C=OMe > OH
H >> CΞCH
H > Me
Et > Me C=OMe >> OH
CΞCH >> H
Human nPR-B
Human mPRa
CoMFA steric and electrostatic field
contour plots for the mPRα model
(right) and the nPR model (left)
n = 60 n = 48
129
J. Kelder et al., Steroids 75: 314-322 (2010)
Progesterone (RBA mPRα: 100 %)
Org OD 02-0 (RBA mPRα: 258 %)
Org OD 13-0 (RBA mPRα: 93 %) Org OE 64-0 (RBA mPRα: 2009 %)
Org 33663-0 (RBA mPRα: 168 %)
Selective most potent mPRα agonists: Non Selective:
Transactivation results of
P4(low dose), OD 02-0 and OD 13-0 in MCF-7 Luc reporter system
* * * *
0.0
0.5
1.0
1.5
2.0 R
ela
tive
luci
fera
se
act
ivit
y (
FF
/Ven
)
Conclusion: Org OD 02-0 and OD 13-0 are nPR antagonists
OD 02-0
OD 13-0
131
O.V. Lisanova et al., Biochemistry (Moscow) 78: 236-243 (2013)
Progesterone (RBA mPRα: 100 %)
Compound XX (RBA mPRα: 11 %) Compound XXI (RBA mPRα: 10 %)
Compound IV (RBA mPRα: 4.5 %)
3-keto is essential for nPR binding
20-keto is essential for mPRα binding
Progesterone (RBA nPR: 100 %)
Compound IV (RBA nPR: 95 %)
Compound XX (RBA nPR: 7 %)
Compound XXI (RBA nPR: 0.4 %)
mPRs: 20-keto is essential for binding via H-bonds (Y and Q/R)
• nPRs: 3-keto is essential for binding via H-bonds (R and Q)
X-ray nPR Homology model mPRα
Tissue distribution mPR receptors
A. van Heijst, P.M.A. Groenen, J. Kelder, Steroids 70, 482 – 483 (2005)
mPR receptors P. Thomas, Y. Pang, J. Dong, P. Groenen, J. Kelder, J. de Vlieg,
Y. Zhu, and C. Tubbs
Steroid and G protein binding characteristics of the seatrout and
human progestin membrane receptor alpha subtypes and their
evolutionary origins
Endocrinology 148, 705 – 718 (2007)
J. Kelder, R. Azevedo, Y. Pang, J. de Vlieg, J. Dong, and P.
Thomas
Comparison between steroid binding to membrane progesterone
α (mPRα ) and to nuclear progesterone receptor: Correlations
with physicochemical properties assessed by comparative
molecular field analysis and identification of mPRα-specific
agonists
Steroids 75, 314 - 322 (2010)
Sperm hmPRα protein levels are
decreased in men with low sperm motility
Low High0.00
0.25
0.50
0.75
Sperm Motility
Rela
tive B
an
d I
nte
nsit
y
mPRα expression
• mPRα is present on human sperm
• Sperm mPRa levels are decreased in men with low sperm motility
Low High0.00
0.25
0.50
0.75
Sperm Motility
Rela
tive B
an
d I
nte
nsit
y
Potential role of mPRs in human male
fertility
Thomas , Tubbs & Gary, Steroids 2009
mPRα expression
Membrane progesterone receptor
mPRα
137
Sex steroids regulate skin pigmentation
through GPER and mPRα (PAQR7)
C.A. Natale, et al., eLife 5, e15104 (2016)
Sex steroids regulate skin pigmentation
through GPER and mPRα (PAQR7)
C.A. Natale, et al., eLife 5, e15104 (2016)
= Org OD02
Conclusions
Org OD 02-0 and Org OD 13-0 have been identified as potent and selective mPRa ligands
Both compounds are weak antagonists for the nPR
Therefore they are useful reference compounds for demonstrating the role and function of mPRs
Still lacking are antagonists for mPRa
The PAQRs form an emerging receptor family
Conclusions (2)
The PDB forms a rich source of experimental structures that expands rapidly
Homology modeling is useful in cases where experimental structures are not yet available and good templates exist
Knowledge of how ligands bind to proteins can be utilised to suggest useful mutation studies
Drug discovery
Molecular Modification
Screening (MTS and HTS)
Virtual Screening - 3D databases
Structure-Based Drug Design
Target Discovery