at the cost of accuracy. Here, we have discussed the challenges in de
novo drug discovery that leaves abundant space for innovation and
discovery in the future.
6 Notes
- Growing of fragments using GROW module is a time-
consuming step, it employs genetic algorithm to evolve mole-
cules. Increasing the number of generation will increase the
computational time required; but at the same time, will gener-
ate molecules with high potency. Usually 10–20 generations of
genetic algorithm are enough for this step.
2.LINKmodule also utilizes genetic algorithm for linking mole-
cules and time consumed is proportional to the number of
generations assigned for genetic algorithm. UnlikeGROW,
large number of generations ranging from 25,000 to 30,000
will be required which makes it more time-consuming step. - Ligand molecules generated by modulesGROWandLINKare
in LIG format.PROCESSscript provided in LigBuilder can be
used to analyze and filter generated ligands or can be used to
convert them to Mol2 format to analyze them using other
software like QikProp.
References
- Nienaber VL, Richardson PL, Klighofer V,
Bouska JJ, Giranda VL, Greer J (2000) Discov-
ering novel ligands for macromolecules using
X-ray crystallographic screening. Nat Biotech-
nol 18(10):1105–1108 - Card GL, Blasdel L, England BP, Zhang C,
Suzuki Y, Gillette S, Fong D, Ibrahim PN,
Artis DR, Bollag G, Milburn MV, Kim S-H,
Schlessinger J, Zhang KYJ (2005) A family of
phosphodiesterase inhibitors discovered by
cocrystallography and scaffold-based drug
design. Nat Biotechnol 23(2):201–207 - Hartshorn MJ, Murray CW, Cleasby A,
Frederickson M, Tickle IJ, Jhoti H (2005)
Fragment-based lead discovery using X-ray
crystallography. J Med Chem 48(2):403–413.
https://doi.org/10.1021/jm0495778 - Jensen MR, Schoepfer J, Radimerski T,
Massey A, Guy CT, Brueggen J, Quadt C,
Buckler A, Cozens R, Drysdale MJ, Garcia-
Echeverria C, Che`ne P (2008)
NVP-AUY922: a small molecule HSP90 inhib-
itor with potent antitumor activity in preclini-
cal breast cancer models. Breast Cancer Res 10
(2):R33–R33. https://doi.org/10.1186/
bcr1996
- Gehlhaar DK, Moerder KE, Zichi D, Sherman
CJ, Ogden RC, Freer ST (1995) De novo
design of enzyme inhibitors by Monte Carlo
ligand generation. J Med Chem 38
(3):466–472 - Stewart KD, Loren S, Frey L, Otis E,
Klinghofer V, Hulkower KI (1998) Discovery
of a new cyclooxygenase-2 lead compound
through 3-D database searching and combina-
torial chemistry. Bioorg Med Chem Lett 8
(5):529–534 - Han Q, Dominguez C, Stouten PF, Park JM,
Duffy DE, Galemmo RA Jr, Rossi KA, Alexan-
der RS, Smallwood AM, Wong PC, Wright
MM, Luettgen JM, Knabb RM, Wexler RR
(2000) Design, synthesis, and biological evalu-
ation of potent and selective amidino bicyclic
factor Xa inhibitors. J Med Chem 43
(23):4398–4415 - Honma T, Hayashi K, Aoyama T,
Hashimoto N, Machida T, Fukasawa K,
Iwama T, Ikeura C, Ikuta M, Suzuki-
Fragment-Based Ligand Designing 141