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Hugo Kubinyi, www.kubinyi.de
Serendipity andRational Design
Hugo Kubinyi
Germany
E-Mail [email protected] www.kubinyi.de
Hugo Kubinyi, www.kubinyi.de
Heroic Times: Who Is a Good Surgeon ?Davy, 1799: Experiments with laughing gas
First Half of 19th Century: Sniffle parties
Long, 1841-1849: Ether acts as anesthetic
Wells, 1844: Laughing gas acts as anesthetic
Hugo Kubinyi, www.kubinyi.de
Queen Victoria (1819-1901)1853 * Prince Leopold
Davy, 1799: Experiments with laughing gas
First Half of 19th Century: Sniffle parties
Long, 1841-1849: Ether acts as anesthetic
Wells, 1844: Laughing gas acts as anesthetic
Simpson, 1847: Chloroform
Liebreich, 1868/69: Chloral hydrate as „prodrug“ of chloroform
Schmiedeberg, 1885: Urethane as „prodrug“ of ethanol
Dreser, 1899: i-Amyl carbamate (Hedonal)
von Mering 1903: first barbiturate Barbiton (Barbara / Barbara day)
Heroic Times: Who Is a Good Surgeon ?
Hugo Kubinyi, www.kubinyi.de
Chance, Good Luck and the Prepared Mind
Serendipity: Sir Horace Walpole, 1754
As Their Highnesses [re: the Princes of Serendip]travelled, they were always making discoveries, byaccidents and sagacity, of things which they werenot in quest of.
Louis Pasteur, 1854
Dans les champs de l’observation, le hasard ne favoriseque les esprits préparés.
Albert Szent-Györgi (1893-1986)
Discovery consists of seeing what everybody elsehas seen and thinking what nobody else has thought.
Hugo Kubinyi, www.kubinyi.de
Louis Pasteur
(27.12.1822- 28.09.1895)
1848 Prof.in Dijon, Strasbourg, Lille1857 Paris
Hugo Kubinyi, www.kubinyi.de
Mechanical Separation of Sodium Ammonium Tartrate Crystals (Louis Pasteur, 1848)
Only a few compoundscrystallize as separatestereoiso-mers.
Effect only observedat ambienttemperature.
(+) (-)
Hugo Kubinyi, www.kubinyi.de
A. W. Hofmann (1818-1892)
1845: Queen Victoria visits Germany; PrinceAlbert invites AugustWilhelm Hofmannto come to London
1856: Hofmann asks the 18-years old student William H. Perkin to synthesize quinine byoxidation of aniline
Hugo Kubinyi, www.kubinyi.de
A. W. Hofmann (1818-1892) und W. H. Perkin (1838-1907)
1862: Queen Victoria wears a dress in mauve color
Hugo Kubinyi, www.kubinyi.de
N
N
CH3
NH2 NH
CH3
NH2
R = H or methyl
C20H24N2O2
+ H2O3 [O]
[O]+
C10H13N
Mauveine (Mauve)
allyl- toluidine
Quinine
R
N
OH H N
CH
CH2
H
HMeO
Lack of Success in a Quinine Synthesis (1856)
Hugo Kubinyi, www.kubinyi.de
Cl CHCl
Cl
OH
OHHCl
Cl
ClCH2OHCl
Cl
ClOH-
Chloroform Chloral hydrate
metabolic reduction
Trichloroethanol
Urethane,
Barbitone
O
O
NH2R
N
NO
O
O
Et
Et
R = -CH2CH3
R = -CH2CH2CH(CH3)2
Isopentylcarbamate,
H
H
Chloral Hydrate, a Prodrug of Chloroform ?
Urethane, a Prodrug of Ethanol ?
Hugo Kubinyi, www.kubinyi.de
NH CH3
ON
OO
OH
NH CH3
O
OEt Phenacetin
NH2
OEt
NH CH3
O
OH
p-NitrophenolAcetanilide
+-
Paracetamol(Acetaminophen)
toxic metabolite(methemo-globinformation)
Discovery of Acetanilide and Phenacetin
Hugo Kubinyi, www.kubinyi.de
Aspirin®, the Magic Bullett(Felix Hoffmann, 1897)
OCOCH3
COOH
OH
COOH
Hugo Kubinyi, www.kubinyi.de
O
O
OH
OH Phenolphthalein Arsphenamine, E 606(Salvarsan )
x 2 HClAsOH
NH2
As
NH2
OH
Dyestuffs as Drugs
NH2 N N
NH2
SO2NH2
NH2 SO2NH2 NH2 COOH
Sulfamidochrysoidine ("Prontosil rubrum")
Sulfanilamide, an antimetabolite of p-aminobenzoic acid
metabolic degradation
Hugo Kubinyi, www.kubinyi.de
N
SRHN
O
H
COOH
„Penicillin happened, it came out of the blue.“
A. Fleming, 1930
Hugo Kubinyi, www.kubinyi.de
N
NCl
OCl N
N
O
NCH3
Cl ++
CH3NH2 Chlordiazepoxide
--
H
N CH3
OH
NCH3
NaftifineH+
Unexpected Rearrangement Products
Hugo Kubinyi, www.kubinyi.de
wounded frogs
Survival of Frogs in a Septic Environment
Michael A. Zasloff(NIH)
Proc. Nat. Acad. Sci.USA 84, 5449-5453(1987)
Magaininean antibacterial 23-aa peptide, GIGKFLHSAKKFGKAFVGEIMNS(amphipathic helix formation ?),does not induce resistance. A potential acne treatment ?
Hugo Kubinyi, www.kubinyi.de
Serendipitous Drug DiscoveriesAcetanilide, Acetylsalicylic acid, Aminoglutethimide, Amphetamine, Chloral hydrate, Chlordiazepoxide, Chlorpromazine, Cinnarizine, Cisplatin, Clonidine, Cromoglycate, Cyclosporin, Dichloroisoprotere-nol, Dicoumarol, Diethylstilbestrol, Diphenhydramine, Diphenoxylate, Disulfiram, Ether, Etomidate, Griseofulvin, Guanethidine, Haloperidol, Heparin, Imipramine, Iproniazid, Isoniazid, Levamisole, Lithium car-bonate, Lysergide (LSD), Meprobamate, Merbaphen, Methaqualone, Mifepristone, Naftifine, Nalorphine, Nitrogen mustard, Nitroglycerine, Nitrous oxide, Norethynodrel/Mestranol, Penicillin, Pethidine (Meperi-dine), Phenylbutazone, Phenolphthalein, Praziquantel, Prednisone, Propafenone, Sulfamidochrysoidine, Sulfonamides, Tamoxifen, Urethane, Valproic acid, Warfarin.Sweeteners: Saccharin, Cyclamate, AspartameR. M. Roberts, Serendipity - Accidental Discoveries in Science, John Wiley & Sons, New York, 1989.H. Kubinyi, Chance Favors the Prepared Mind. From Serendipity to Rational Drug Design, J. Receptor & Signal Transduction Research 19, 15-39 (1999).
Hugo Kubinyi, www.kubinyi.de
Four Possible Strategies in Research
Rolf Zinkernagel (Nobel prize in Medicine 1996)
No hypotheses,no experiments
No hypotheses,only experiments
Hypotheses butno experiments
Hypotheses andexperiments !
Hugo Kubinyi, www.kubinyi.de
Sources of New Lead StructuresPlant and microbioal natural productsSerendipitous discoveriesRational approaches (endogeneous transmitters)Me too researchIsosteric replacementOptimization of drug side effectsChemogenomics Chemical biologyProdrugs and soft drugsMetabolic switch - rescuing poor leadsChiral switchCombinatorial chemistry / HTSVirtual screeningStructure-based and computer-aided designFragment-based designCombinatorial design H. Kubinyi, EFMC Yearbook 2003, pp. 14-28 (www.kubinyi.de)
Hugo Kubinyi, www.kubinyi.de
+
Acetylcholine
CH3 O NCH3
CH3CH3
O OHN
ROH
OHEpinephrine, R = CH3Norepinephrine, R = H
N
OHNH2
Serotonin (5-HT)
NH2OH
OH Dopamine
Histamine
N
N
NH2 HH
H
Lead Structures: Endogenous Neurotransmitters
Hugo Kubinyi, www.kubinyi.de
NH2 COOHGlycin
γγγγ-Aminobutyricacid (GABA)
Tyr-Gly-Gly-Phe-Met Tyr-Gly-Gly-Phe-Leu
NH2 COOH
Met-Enkephalin Leu-Enkephalin
OH
OH
H
HH
EstradiolO
H
HH
OCH3
Progesterone
Lead Structures: AAs, Peptides, Hormones
Hugo Kubinyi, www.kubinyi.de
OHH H
H
OH
CH3
OH
OH
OH
p-Anol
Diethylstilbestrol
Estradiol
Serendipitous Discovery of Diethylstilbestrol
Hugo Kubinyi, www.kubinyi.de
OH
H H
H
MeO
O
OH
H H
H
Mestranol
Norethynodrel (Searle)
1. Birch reduction
2. enol ether cleavage
The Serendipitous Discovery of the Pill
Hugo Kubinyi, www.kubinyi.de
O
OH
OH
N CH3
HH
morphine
N
OH H N
CH
CH2
H
HMeO
quinine ephedrine
N
N N
NCH3
CH3
CH3
O
O
caffeine
colchicine
NHCOMe
OOMe
MeO
MeOMeO
OHN
CH3CH3
H
Lead Structures: Natural Products from Plants
Hugo Kubinyi, www.kubinyi.de
Lead Structures: Natural Products from Plants
Tubocurarin
- x 2 Cl
NMe Me OH
OH
O
NH Me
OMe
OOCH3
OHOH
O
OCH3
OH
O
OCH3
OH
O H
OH
R
OO
Digitoxin, R = HDigoxin, R = OH
MeO
+
+
Hugo Kubinyi, www.kubinyi.de
N
H
COOCH3
O OCH3
cocaine
NH
O
O
OHCH3
N
atropine(racemate) coniine
NN
O
OOMe
OMeOMe
H
H
H
OMeO
MeO
MeO
H
H
reserpine
dicoumarol
(microbialdegradation product ofcoumarin)
O
OH
OO
OH
O
Lead Structures: Natural Products from Plants
Hugo Kubinyi, www.kubinyi.de
Jaques Louis David, The Last Hours of Socrates, MMA, New York
Hugo Kubinyi, www.kubinyi.de
O
O OCH3
H
OH
CH3H
CH3HH
CH3NH2
NO
CH3
O
N OH
O
CH3
OH
OHOO
OO O
O O MeO
MeO
taxol
artemisinine
huperzine A
H
H
Lead Structures: Natural Products from Plants
Hugo Kubinyi, www.kubinyi.de
NH
NH O
O
O
OH
HH
OH
CH2OHH
OHH
H
H
OHH2N+
tetrodotoxin OHO
OH
H
ON CH3
CH3H O NH
O
CH3
CH3
batracho-toxin
compare: nicotine
epibatidine
N
NH
ClH
N
NCH3
H
Lead Structures: Natural Products from Animals
Hugo Kubinyi, www.kubinyi.de
N
NHN
O
O
NN O
OH
H
H
asperlicin(CCK antagonist)
H
OH OH
OH
O OOH
CH3 N(CH3)2OH H
O
NH2
tetracyclin
streptomycin
OHOH
NHNH2
NHNH
NH2
NH
OHO
OCHO
CH3OHO
R1
OH
OH
R1 = -CH2OHR2 = -NHCH3R2
Lead Structures: Microbial Natural Products
Hugo Kubinyi, www.kubinyi.de
COOHO
SCoenzym A
CH3
OHHMG-CoAreductase COOH
OH
CH3
OH
HMG-CoAmevalonic acid
cholesterol
compactin, R1 = H, R2 = Hlovastatin, R1 = Me, R2 = H
simvastatin, R1 = Me, R2 = Mepravastatin, R1 = OH, R2 = H; open lactone ring (sodium salt)
CH3CH3 R2
O
O H
O
OH O
CH3
R1
Ki = 150 nM
Lead Structures: Microbial Natural Products
Hugo Kubinyi, www.kubinyi.de
atorvastatin(calcium salt)
N
ONH
FOH
OH
O
OH
OH
OOHOH
X
NYR
F
cerivastatin (sodium salt)X = C-CH2OMe, Y-R = CH-CH3
N
F
OH OH
OOH
fluvastatin(sodium salt)
Ki = 1.3 nMrosuvastatin (calcium salt)X = N, Y-R = N-SO2Me
Ki = 11 nM
Synthetic Statin Analogs
Hugo Kubinyi, www.kubinyi.de
N
H
CH3H
NH
O
NH N
NO
CH3
OH
OH
OH ergotamine(Claviceps purpurea; ergot = Secale cornutum)
N
CO-N(Et)2
NH
NCH3H
H CO-N(Et)2
nicotinic acid
diethylamide LSD
Lead Structures: Other Natural ProductsAlbert Hofmann and His Problem Child LSD
Hugo Kubinyi, www.kubinyi.de
J. L. Baryza, P. A. Wender et al., Chem. Biol. 11, 1261-1267 (2004);F. E. Koehn and G. T. Carter, Nature Rev. Drug Discov. 4, 206-220 (2005)
Simplification of a Natural Product
Recognition domain(pharmacophore)
Spacer domain
Ki = 1.35 nM Ki = 3 nMKi = 0.25 nM
Hugo Kubinyi, www.kubinyi.de
N = natural products ND = derived from natural productsS = synthetic productsS* = synthetics but pharmacophore derived from natural productD. J. Newman et al., J. Nat. Prod. 66, 1022-1037 (2003)
All NCE‘s, 1981-2002, By Source(without biologicals and vaccines)
(n = 877)
Hugo Kubinyi, www.kubinyi.de
All NCE‘s, 1981-2002, By Source
B = biologicals (usually peptides >45 aa) N = natural productsND = derived from natural products S = synthetic productsS/NM and S*/NM = synthetics but natural product mimicsS* = synthetics but pharmacophore derived from natural productV = vaccineD. J. Newman et al., J. Nat. Prod. 66, 1022-1037 (2003)
(n = 1031)
Hugo Kubinyi, www.kubinyi.de
Diversity of Synthetics, Drugs and Natural Products
a) 13,506 compounds, randomly picked from CombiChem librariesb) natural products (n = 3,287)c) drugs (n = 10,968)
M. Feher and J. M. Schmidt, J. Chem.Inf. Comput. Sci. 43, 218-227 (2003)
Hugo Kubinyi, www.kubinyi.de
Treatment of Parkinson‘s Disease
Parkinson‘s disease is caused by a degeneration ofdopamine-producing cells in certain brain areas
Approaches for drug treatmenta) anticholinergics: no causative therapy, side effectsb) dopamine substitution: dopamine is not bioavailable dopamine does not cross the blood-brain barrier systemic application of dopamine results in peripheral side effects dopamine action only very short
12
Hugo Kubinyi, www.kubinyi.de
L-dopa
dopamine
dopa decarboxylase
dopaminetransporter
MAOinactivemetabolites
synaptic gap
presynapticnerve cell
postsynapticnerve cell
storagevesicals
postsynapticmembrane
presynapticmembrane
dopamine receptor with G-protein complex
ion channel
Ca2+
Ca2+
Interaction of Enzymes, Receptors, Ion Channels and Transportersin the Trans-mission of theElectric Signalof a Nerve Cell
Hugo Kubinyi, www.kubinyi.de
A Rational Therapy of Parkinson‘s Disease
TherapyACh ! or dopamine "
Problemsdopamine is not bio- available, peripheral side effects, MAO
oral L-DOPA,peripheral DOPAdecarboxylaseblocker, central MAO blocker
healthy sickACh + +dopamine + -
Hugo Kubinyi, www.kubinyi.de
Integrated Optimisation of Drug Therapy Dopamine Substitution in Parkinson‘s Disease
OHOH
OH
NN
NH2
CH2OHO
NCH3
C CHCH3
benserazide (R)-(-)-selegiline
NH2OH
OH
NH2OH
OH COOH
dopamine L-dopa, a dopamine prodrug
H
H
Hugo Kubinyi, www.kubinyi.de
New Strategies in Drug Design
Design of inhibitors from the structure of the substrate
Pharmacophore hypotheses and peptidomimetics
Structure-based design of ligands affinity, selectivity and drug resistance
Computer-aided design of ligands de novo design: LUDI, FlexX
Virtual screening for favourable drug properties drug character, bioavailability (rule of five)
Combinatorial design of ligands