Designing drugs around the proteins they must spare

Marc C. Deller, D.Phil.

Presentation Of Drug-discovery Impact, Understanding & Mechanism

Twenty years, one habit: read the structure before the chemistry.

Career
CalR-Ab
FGFR
CDK2
JAK1
KRAS

Twenty years from cytokine receptors to kinase drugs.

LeedsOxford1995–1999YalePfizerScripps2006–2015Stanford2015–2018Incyte2018–2024Elora2025–
Career
Sheet03/31Paper·Cpd·PDB·

Structures that became papers, patents and clinical filings.

400+protein structures
60+publications
7+patents
6+IND filings
20years
Career
Sheet04/31Paper·Cpd·PDB·

I built the platform that made every campaign faster.

$8Mautomated platform
Career
Sheet05/31PaperIncyteCpd·PDB·

One pipeline from crystal tray to model.

Crystallisation robotics
X-ray
Glacios cryo-EM
NMR, MS, HDX
AI and cloud analytics
100+co-crystal structures
<3years
10programmes
Career
Sheet06/31PaperIncyteCpd·PDB·

Structure services other scientists relied on.

70+novel structures, Scripps
70projects, Stanford
70users
10countries
Career
Sheet07/31PaperScripps · StanfordCpd·PDB·

A patent deadline, beaten by a crystal structure.

1234567891011121314structure solvedpatent deadline
first-in-classanti-mutant CALR antibody
>$500Mprojected annual sales
Career
Sheet08/31PapermutCALRCpd·PDB·

An antibody that recognises only the mutant CALR tail.

VHCH1VLCLmutCALR neoepitopeheavy chainlight chainschematic, not coordinates
Career
Sheet09/31PapermutCALRCpdFabPDBnone public

A drug is defined by what it must not hit.

FGFR3≠FGFR1
CDK2≠CDK1
JAK1≠JAK2
KRAS G12D≠KRAS WT

Hit FGFR1 and phosphate rises; miss the mutants and cancer returns.

4
FGFR3 68 nM
19
FGFR3 0.9 nM
29
FGFR3 0.5 nM
My role: co-crystal structure 8E1X, co-author
Paper 1 / 4
Sheet11/31PaperFGFR3Cpd29PDB·

A hydrogen bond drawn on a model, then measured in the crystal.

Static render of this view
hingegatekeeper
Paper 1 / 4
Sheet12/31PaperFGFR3Cpd30PDB8E1X

Each edit moved one property without breaking the others.

+15×methoxy · FGFR3
4→5
+49×oxetane · FGFR3
9→16
+2.7×(S)-THF · FGFR3
16→19
+2×N-CD3 · human CL
27→29
Paper 1 / 4
Sheet13/31PaperFGFR3Cpd·PDB·

FGFR1 falls away while the gatekeeper mutants stay inhibited.

Static render of this view
gatekeeperhinge

FGFR3 vs FGFR1 IC50, every compound (nM, log)

6.1 nMV555M mutant
2.7 nMV555L mutant
Paper 1 / 4
Sheet14/31PaperFGFR3Cpd30PDB8E1X

Every polar contact PLIP measured

PDBtyperesidueÅrole
8E1Xhydrogen bondLeu487 (bb)4.10protein_acceptor
8E1Xhydrogen bondAla567 (bb)3.03protein_donor
8E1Xhydrogen bondAsn5713.01protein_donor

KLIFS (ok, from 8E1X): gatekeeper Val564; hinge Glu565, Tyr566, Ala567; DFG in; αC in.

Three deuterium atoms closed the last metabolic door.

0.5 nMFGFR3 IC50
>25 µMCYP3A4 IC50

Rat oral bioavailability

Paper 1 / 4
Sheet15/31PaperFGFR3Cpd29PDB·

The screening hit was a better JAK2 inhibitor than CDK2.

1
CDK2 607 nMJAK2 <1 nM
3
CDK2 3.2 nM
17
CDK2 0.29 nM
My role: co-crystal structure 8UV0, co-author
Paper 2 / 4
Sheet16/31PaperCDK2Cpd17PDB·

Sulfonamide oxygens reach Asp86; the aminopyrimidine holds the hinge.

Static render of this view
hingegatekeeper
Paper 2 / 4
Sheet17/31PaperCDK2Cpd17PDB8UV0

An sp3 swap erased JAK2; everything after was trade-offs.

+38×sp3 amine · CDK2
1→2
+5×CF3 · CDK2
2→3
+280×diol · SGF
8→9
+3×cyclopropyl · WB
9→17
Paper 2 / 4
Sheet18/31PaperCDK2Cpd·PDB·

One trifluoromethyl at the gatekeeper and CDK1 falls away.

Static render of this view
gatekeeperhinge

CDK2 vs CDK1 IC50, every compound (nM, log)

Paper 2 / 4
Sheet19/31PaperCDK2Cpd17PDB8UV0

Every polar contact PLIP measured

PDBtyperesidueÅrole
8UV0hydrogen bondLeu83 (bb)2.73protein_acceptor
8UV0hydrogen bondLeu83 (bb)3.26protein_donor
8UV0hydrogen bondAsp86 (bb)3.04protein_donor
8UV0hydrogen bondLys893.43protein_donor
8UV0hydrogen bondAsp1453.66protein_acceptor
8UV0salt bridgeAsp864.96protein_negative
8UV0water bridgeGlu123.70protein_donor
8UV0water bridgeGln853.06protein_donor

KLIFS (ok, from 8UV0): gatekeeper Phe80; hinge Glu81, Phe82, Leu83; DFG in; αC out.

Potent, isoform-selective, soluble, and exposed by mouth.

0.29 nMCDK2 IC50
220×over CDK1

Rat oral bioavailability

Paper 2 / 4
Sheet20/31PaperCDK2Cpd17PDB·

Inhibit JAK2 and you take the blood counts with you.

9
JAK1 1.6 nMJAK2/JAK1 19×
18
JAK1 0.25 nM
22
JAK1 11 nMJAK2/JAK1 46×
My role: co-author
Paper 3 / 4
Sheet21/31PaperJAK1Cpd22PDB·

Povorcitinib holds the JAK1 hinge with two hydrogen bonds.

Static render of this view
hingegatekeeper

Numbering: JAK2 = JAK1 − 27 at hinge, − 26 at P-loop.

Paper 3 / 4
Sheet22/31PaperJAK1Cpd22PDB10PI

One fluorine folded the amide; a smaller hinge binder fixed the dog.

+2×ortho-F · Rat F
9→15
+37×CF3 amide · Cyno AUC
15→16
−1,256×pyrazole · JAK1
18→20
+100×methyl · Dog F
21→22
Paper 3 / 4
Sheet23/31PaperJAK1Cpd·PDB·

Same ligand, same hinge, in both isoforms.

Static render of this view
JAK1 10PIJAK2 10PJ

JAK1 vs JAK2 IC50, every compound (nM, log)

Numbering: JAK2 = JAK1 − 27 at hinge, − 26 at P-loop.

Why selective: authors' P-loop hypothesis

Paper 3 / 4
Sheet24/31PaperJAK1Cpd22PDB10PI + 10PJ

Every polar contact PLIP measured

PDBtyperesidueÅrole
10PIhydrogen bondGly884 (bb)3.46protein_donor
10PIhydrogen bondGly887 (bb)3.44protein_donor
10PIhydrogen bondGlu957 (bb)2.81protein_acceptor
10PIhydrogen bondLeu959 (bb)2.93protein_donor
10PIwater bridgeHis8853.48protein_donor
10PJhydrogen bondPhe860 (bb)2.82protein_donor
10PJhydrogen bondGly861 (bb)2.71protein_donor
10PJhydrogen bondGlu930 (bb)2.91protein_acceptor
10PJhydrogen bondLeu932 (bb)2.96protein_donor
10PJwater bridgeAsp9944.04protein_acceptor

KLIFS (fallback_by_uniprot, from 3EYH (KLIFS structure 1462, same UniProt P23458)): gatekeeper Met956; hinge Glu957, Phe958, Leu959; DFG in; αC in.

Forty-four-fold weaker on the enzyme, fully absorbed in dog.

11 nMJAK1 IC50
46×over JAK2

Dog oral bioavailability

Paper 3 / 4
Sheet25/31PaperJAK1Cpd22PDB·

Aspartate is not cysteine: no warhead, so shape must do it.

1
Exchange 8 µM
10
SPR <1 pM
23
NHP F 42%
My role: co-crystal structures 9E5F and 9E5D, co-author
Paper 4 / 4
Sheet26/31PaperKRAS G12DCpd23PDB·

A rigid cage holds the amine where Tyr96 can reach it.

Static render of this view
P-loopswitch Iswitch IIG12D

No contact with the Asp12 side chain

Paper 4 / 4
Sheet27/31PaperKRAS G12DCpd3PDB9E5F

It grips the backbone beside Asp12, never the side chain.

Static render of this view
5a · 9E5D3 · 9E5FG12D
55×over wild-type KRAS
Paper 4 / 4
Sheet28/31PaperKRAS G12DCpd5aPDB9E5D + 9E5F

Every polar contact PLIP measured

PDBtyperesidueÅrole
9E5Fhydrogen bondGly10 (bb)2.96protein_acceptor
9E5Fhydrogen bondGlu63 (bb)3.82protein_acceptor
9E5Fhydrogen bondTyr962.77protein_donor
9E5Fhydrogen bondArg1023.69protein_donor
9E5Fsalt bridgeGlu622.87protein_negative
9E5Fwater bridgeGly102.85protein_donor
9E5Fwater bridgeAsp123.72protein_donor
9E5Fhydrogen bondGly10 (bb)2.96protein_acceptor
9E5Fhydrogen bondGlu63 (bb)3.82protein_acceptor
9E5Fhydrogen bondTyr962.77protein_donor
9E5Fhydrogen bondArg1023.69protein_donor
9E5Fsalt bridgeGlu622.87protein_negative
9E5Fwater bridgeGly102.85protein_donor
9E5Fwater bridgeAsp123.72protein_donor

KRAS motifs from UniProt P01116 and Pfam PF00071: P-loop 10-17, switch I 30-38, switch II 60-76, G12D, Gly13, Gln61.

SPR discrepancy, compound 23: graphical abstract 2.2 nM, Table 3 22 nM. Compound 10 whole-blood pERK: graphical abstract 451 nM, Table 1 410 nM. Table values shown throughout; neither averaged.

A thousand-fold weaker, and finally absorbed by mouth.

22 nMG12D SPR
331 nMwhole-blood pERK

Monkey oral bioavailability

Table values shown; graphical abstract prints 2.2 nM (T3: 22) and 451 nM (T1: 410).

Paper 4 / 4
Sheet29/31PaperKRAS G12DCpd23PDB·

Four anti-targets, each beaten by reading the structure first.

FGFR3≠FGFR142×
CDK2≠CDK1220×
JAK1≠JAK246×
KRAS G12D≠KRAS WT55×
Summary
Sheet30/31Paperall fourCpd·PDB·