Structure-Based Computational Approach in Search of the Potent Molecules Targeting Phosphoglycerate Dehydrogenase (PHGDH) Enzyme for Cancer Treatment

被引:0
作者
Solanki, Priyanka [1 ]
Manhas, Anu [1 ]
Patel, Dhaval [2 ]
Jha, Prakash [3 ]
机构
[1] Pandit Deendayal Energy Univ, Sch Energy Technol, Dept Chem, Gandhinagar, India
[2] Gujarat Biotechnol Univ, Dept Ind Biotechnol, Gandhinagar, India
[3] Cent Univ Gujarat, Sch Appl Mat Sci, Gandhinagar, India
来源
CHEMISTRYSELECT | 2024年 / 9卷 / 41期
关键词
PHGDH; Pharmacophore modeling; Molecular docking; HYDE assessment; MMPBSA; SERINE SYNTHESIS; INHIBITORS; DYNAMICS; IDENTIFICATION; PHARMACOPHORE; DOCKING; DESIGN;
D O I
10.1002/slct.202403205
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This work aims to target phosphoglycerate dehydrogenase (PHGDH), a promising druggable target, that is overexpressed in various types of cancer. A structure-based approach was employed to identify novel inhibitors against the enzyme. A common five-feature pharmacophore model (RRHDA) was constructed using the active site co-crystalized ligands. These chemical features were responsible for showing inhibition. The generated models were subsequently subjected to the validation method using a test set, receiver-operator characteristic analysis, enrichment factor, and G & uuml;ner-Henry studies. The validated models were subjected to the screening of a dataset of natural compounds. The screened unique natural compounds (1795) were further selected for the interaction analysis and study of ligand binding affinity considering the effect of the hydrogen bonding and desolvation and hydrophobic interactions contribution to the binding. The natural compounds which exhibited good ligand binding efficiency were selected and further subjected to pharmacokinetics and pharmacodynamic study. The natural compounds which exhibited good ligand binding efficiency were selected and further subjected to pharmacokinetics and pharmacodynamic study. The finalized complexes were selected for the simulation studies and MM/PBSA-based binding free energy calculations. This study expands the possibilities for the development of shortlisted molecules as novel anti-cancer compounds.
引用
收藏
页数:11
相关论文
共 51 条
  • [1] Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers
    Abraham, Mark James
    Murtola, Teemu
    Schulz, Roland
    Páll, Szilárd
    Smith, Jeremy C.
    Hess, Berk
    Lindah, Erik
    [J]. SoftwareX, 2015, 1-2 : 19 - 25
  • [2] Click chemistry-inspired design, synthesis, and molecular docking studies of biscoumarin derivatives using carbon-based acidcatalyst
    Agarwal, Dinesh K.
    Sethiya, Ayushi
    Teli, Pankaj
    Manhas, Anu
    Soni, Jay
    Sahiba, Nusrat
    Jha, Prakash C.
    Agarwal, Shikha
    Goyal, Pradeep K.
    [J]. JOURNAL OF HETEROCYCLIC CHEMISTRY, 2020, 57 (09) : 3294 - 3309
  • [3] [Anonymous], Discovery Studio-4.0
  • [4] Natural products in drug discovery: advances and opportunities
    Atanasov, Atanas G.
    Zotchev, Sergey B.
    Dirsch, Verena M.
    Supuran, Claudiu T.
    [J]. NATURE REVIEWS DRUG DISCOVERY, 2021, 20 (03) : 200 - 216
  • [5] MOLECULAR-DYNAMICS WITH COUPLING TO AN EXTERNAL BATH
    BERENDSEN, HJC
    POSTMA, JPM
    VANGUNSTEREN, WF
    DINOLA, A
    HAAK, JR
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1984, 81 (08) : 3684 - 3690
  • [6] The landscape of somatic copy-number alteration across human cancers
    Beroukhim, Rameen
    Mermel, Craig H.
    Porter, Dale
    Wei, Guo
    Raychaudhuri, Soumya
    Donovan, Jerry
    Barretina, Jordi
    Boehm, Jesse S.
    Dobson, Jennifer
    Urashima, Mitsuyoshi
    Mc Henry, Kevin T.
    Pinchback, Reid M.
    Ligon, Azra H.
    Cho, Yoon-Jae
    Haery, Leila
    Greulich, Heidi
    Reich, Michael
    Winckler, Wendy
    Lawrence, Michael S.
    Weir, Barbara A.
    Tanaka, Kumiko E.
    Chiang, Derek Y.
    Bass, Adam J.
    Loo, Alice
    Hoffman, Carter
    Prensner, John
    Liefeld, Ted
    Gao, Qing
    Yecies, Derek
    Signoretti, Sabina
    Maher, Elizabeth
    Kaye, Frederic J.
    Sasaki, Hidefumi
    Tepper, Joel E.
    Fletcher, Jonathan A.
    Tabernero, Josep
    Baselga, Jose
    Tsao, Ming-Sound
    Demichelis, Francesca
    Rubin, Mark A.
    Janne, Pasi A.
    Daly, Mark J.
    Nucera, Carmelo
    Levine, Ross L.
    Ebert, Benjamin L.
    Gabriel, Stacey
    Rustgi, Anil K.
    Antonescu, Cristina R.
    Ladanyi, Marc
    Letai, Anthony
    [J]. NATURE, 2010, 463 (7283) : 899 - 905
  • [7] Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
    Bray, Freddie
    Laversanne, Mathieu
    Sung, Hyuna
    Ferlay, Jacques
    Siegel, Rebecca L.
    Soerjomataram, Isabelle
    Jemal, Ahmedin
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2024, 74 (03) : 229 - 263
  • [8] CHARMM - A PROGRAM FOR MACROMOLECULAR ENERGY, MINIMIZATION, AND DYNAMICS CALCULATIONS
    BROOKS, BR
    BRUCCOLERI, RE
    OLAFSON, BD
    STATES, DJ
    SWAMINATHAN, S
    KARPLUS, M
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 1983, 4 (02) : 187 - 217
  • [9] DecoyFinder: an easy-to-use python']python GUI application for building target-specific decoy sets
    Cereto-Massague, Adria
    Guasch, Laura
    Valls, Cristina
    Mulero, Miquel
    Pujadas, Gerard
    Garcia-Vallve, Santiago
    [J]. BIOINFORMATICS, 2012, 28 (12) : 1661 - 1662
  • [10] Insights into the computer-aided drug design and discovery based on anthraquinone scaffold for cancer treatment: A protocol for systematic review
    Chua, Hui Ming
    Moshawih, Said
    Goh, Hui Poh
    Ming, Long Chiau
    Kifli, Nurolaini
    [J]. PLOS ONE, 2023, 18 (09):