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Dedicated Design of Compound Library for Fragment-based Drug Discovery Click to start

New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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Page 1: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

Dedicated Design of

Compound Library for

Fragment-based Drug Discovery

Click to start

Page 2: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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2

Dedicated Design of Compound Library for FBDD

• Specially designed and synthesized for FBDD

• High novelty of chemical structures

diversity analysis to eMolecules and most common vendors databases

• Diversification of the Library includes:

Linear fingerprint, pharmacophore and 3D analysis

• High Quality of the molecules: rigorous Phys-Chem parameters,

PAINS & in-house developed structure filters

• Rapid SAR generation potential

Short term molecules selection and synthesis for follow-up testing analogues

Page 3: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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1,139 Building Blocks

carefully selected novel Fsp3-enriched molecules

+

1,246 Decorating reagents

pharmacologically privileged and selected by Phys-Chem parameters

structures

463,000 compounds

3

Dedicated Design of Compound Library for FBDD

1st Step. Virtual coupling

Page 4: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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2nd Step.

“Rule of three”-like restrictions:

• 150 < MW < 300

• –2 < ClogP < 3

• HDon ≤ 3

• HAcc ≤ 4

• RotB ≤ 3

Other requirements

• TPSA ≤ 70 Å2

• clogSw > –3

• Heavy atoms (HAC) ≤ 20

4

Dedicated Design of Compound Library for FBDD

• PAINS & in-house developed filters for

undesired and reactive functionalities

• At least one ring in structure; no more than

two fused aromatic rings

• No more than one S, Cl, Br; no more than

three F

• Min one additional atom N, O apart from the

main functional group

• No N-arylsulfonamides, no tetrazoles, no

more than 5% of compounds with isolated

benzene ring

Phys-Chem parameters Structural filtering parameters

Page 5: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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3rd Step. Novelty verification

98 % Tanimoto diversity to eMolecules database

62,000 compounds

98 % diversity to Major Competitors Fragment Databases

90 % diversity to Life Chemicals Stock Collection

Dedicated Design of Compound Library for FBDD

5

Page 6: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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4th Step. Complex diversity approach

Tanimoto

diversity

selection 87 %

3D Shape analysis

Pharmacophore

diversity

analysis

Complexity

optimization

6

Dedicated Design of Compound Library for FBDD

62,000 compounds

Page 7: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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Chemotype control

Possibility of evolution (ideally 2 points)

5th Step. Final set formation

Advanced Set of Tangible Fragments

5,202 compounds

• Synthetic considerations

• Scaffold population analysis

7

Dedicated Design of Compound Library for FBDD

Page 8: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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Phys-Chem properties analysis

0

5

10

15

20

25

0 0,1 0,2 0,3 0,4 0,5 0,6 0,7 0,8 0,9 1

mean Fsp3= 0.58

Maybridge

Ro3 set:

mean Fsp3 = 0.30

% of the cpds

0

5

10

15

10 11 12 13 14 15 16 17 18 19 20

Fsp3

% of the cpds mean HAC = 16.5

HAC

Dedicated Design of Compound Library for FBDD

8

Page 9: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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0

10

20

30

150 200 250 300

% of the cpds mean MW = 232

MW 0

10

20

30

40

50

0 1 2 3 4HAcc

mean HAcc = 2.9 % of the cpds

0

20

40

60

80

0 1 2 3

% of the cpds

mean HDon = 0.3

HDon 0

10

20

30

30 40 50 60 70

% of the cpds

TPSA

mean TPSA = 39 A2 o

9

Phys-Chem properties analysis

Dedicated Design of Compound Library for FBDD

Page 10: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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0

20

40

60

-2 -1 0 1 2 3

0

10

20

30

40

50

0 1 2 3

0

5

10

15

20

25

-3 -2,5 -2 -1,5 -1 -0,5 0 0,5 1

mean LogSw = –1.5 % of the cpds

LogSw

% of the cpds mean RotB = 2.0

RotB 0

20

40

60

80

0 1 2 3 4 5

% of the cpds

Ring Count

mean RingCount = 2.5

mean LogP = 1.1 % of the cpds

LogP

10

Phys-Chem properties analysis

Dedicated Design of Compound Library for FBDD

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Examples of Building Blocks

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Dedicated Design of Compound Library for FBDD

Page 12: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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Examples of Building Blocks

12

Dedicated Design of Compound Library for FBDD

Page 13: New Dedicated Design of Compound Library for Fragment-based … · 2019. 11. 25. · T o t o p to top next previous References 1. Boyd S. M., de Kloe G. E. Fragment library design:

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Examples of Reagents

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Dedicated Design of Compound Library for FBDD

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Examples of Fragments

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Dedicated Design of Compound Library for FBDD

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15

Dedicated Design of Compound Library for FBDD

Examples of already synthesized Fragments over 800 compounds, 100mg+ in stock

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References 1. Boyd S. M., de Kloe G. E. Fragment library design: efficiently hunting drugs in chemical space. Drug

Discovery Today: Technologies 2010, 7, 173–180.

2. Collins I., Jones A. M. Diversity-oriented synthetic strategies applied to cancer chemical biology and

drug discovery. Molecules,2014, 19, 17221–17255.

3. Langdon S. R., Brown N., Blagg J. Scaffold diversity of exemplified medicinal chemistry space. J.

Chem. Inf. Model. 2011, 51, 2174–2185.

4. Joseph-McCarthy D., Campbell A. J., Kern G., Moustakas D. Fragment-based lead discovery and

design. J. Chem. Inf. Model., 2014, 54, 693−704.

5. Koutsoukas A., Paricharak S., Galloway W. R. J. D. et. al. How diverse are diversity assessment

methods? A comparative analysis and benchmarking of molecular descriptor space. J. Chem. Inf. Model.

2014, 54, 230−242.

6. Morley A. D., Pugliese A., Birchall K. et al. Fragment-based hit identification: thinking in 3D. Drug

Discovery Today, 2013, 18, 23–24, 1221–1227.

7. Boyd S. M., Turnbull A. P. , Walse B. Fragment library design considerations. Comput. Mol. Sci., 2012,

2, 868–885.

8. Schulz M. N., Landström J., Bright K., Hubbard R. E. Design of a fragment library that maximally

represents available chemical space. J. Comput. Aided Mol. Des., 2011, 25, 611–620.

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Dedicated Design of Compound Library for FBDD

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Thank You for Your Kind Attention !

Life Chemicals