Discovery of direct inhibitor of KRAS oncogenic protein by natural products: a combination of pharmacophore search, molecular docking, and molecular dynamic studies

被引:10
|
作者
Hashemi, Samaneh [1 ]
Sharifi, Amirhossein [1 ]
Zareei, Sara [1 ]
Mohamedi, Ghazale [1 ]
Biglar, Mahmood [2 ]
Amanlou, Massoud [1 ,2 ,3 ]
机构
[1] Univ Tehran Med Sci, Fac Pharm, Dept Med Chem, Tehran, Iran
[2] Univ Tehran Med Sci, Drug Design & Dev Res Ctr, Inst Pharmaceut Sci TIPS, Tehran, Iran
[3] Univ Tehran Med Sci, Expt Med Res Ctr, Tehran, Iran
关键词
Auriculasin; Docking studies; Flavonoid; KRAS; Molecular dynamic simulations; Virtual Screening; RAS; CANCER; ISOFLAVONOIDS; ELUCIDATION; QUERCETIN; CATECHIN;
D O I
10.4103/1735-5362.288425
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Background and purpose: Aberrant signaling by oncogenic RAS proteins occurs in almost all human tumors. One of the promising strategies to overcome such cancers is the inhibition of KRAS protein, a subtype of RAS family involved in cell growth, differentiation, and apoptosis, through preventing its effector, SOS1, from being attached to the protein. Experimntal approach: Herein, a virtual screening process was performed using pharmacophore search, molecular docking, and molecular dynamic simulations. A pharmacophore model was created to indicate essential features for a KRAS inhibitor and used for screening the National Cancer Institution (NCI) database to retrieve similar compounds to the pharmacophore model with more than 70% similarity. Chosen compounds were then docked into KRAS and four compounds were selected based on the highest binding scores. Next, a similarity search was done in the whole PubChem database to increase the number of potential inhibitors. The filtered compounds were docked again into KRAS and three of them were selected for molecular dynamic simulation. Findings / Results: Compounds 1a, 2d, and 3a can inhibit SOS-iKRAS(G12D) interaction due to the higher number of interactions with the protein. Moreover, they achieved the equilibrium faster than the approved inhibitor. Conclusion and implications: Auriculasin, a polyphenol flavonoid, can be considered as a potential inhibitor of SOS1-KRAS interaction. This compound seems to be a stronger anticancer than 9LI, a known inhibitor of KRAS, due to its better docking scores. Moreover, this compound can be an appropriate candidate to be formulated as an oral drug.
引用
收藏
页码:226 / 240
页数:15
相关论文
共 50 条
  • [1] The discovery of potential acetylcholinesterase inhibitors: A combination of pharmacophore modeling, virtual screening, and molecular docking studies
    Lu, Shin-Hua
    Wu, Josephine W.
    Liu, Hsuan-Liang
    Zhao, Jian-Hua
    Liu, Kung-Tien
    Chuang, Chih-Kuang
    Lin, Hsin-Yi
    Tsai, Wei-Bor
    Ho, Yih
    [J]. JOURNAL OF BIOMEDICAL SCIENCE, 2011, 18
  • [2] The discovery of potential tubulin inhibitors: A combination of pharmacophore modeling, virtual screening, and molecular docking studies
    Niu, Miaomiao
    Wang, Ke
    Zhang, Congying
    Dong, Yaru
    Fida, Guissi
    Dong, Xue
    Chen, Jiyu
    Gu, Yueqing
    [J]. JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS, 2014, 45 (05) : 2111 - 2121
  • [3] The discovery of potential acetylcholinesterase inhibitors: A combination of pharmacophore modeling, virtual screening, and molecular docking studies
    Shin-Hua Lu
    Josephine W Wu
    Hsuan-Liang Liu
    Jian-Hua Zhao
    Kung-Tien Liu
    Chih-Kuang Chuang
    Hsin-Yi Lin
    Wei-Bor Tsai
    Yih Ho
    [J]. Journal of Biomedical Science, 18
  • [4] Pharmacophore modelling, docking and molecular dynamic simulation studies in the discovery of potential human renin inhibitors
    Halimi, Mohammad
    Hajipasha, Amirhossein
    [J]. JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2022, 116
  • [5] Discovery of novel natural products as dual MNK/PIM inhibitors for acute myeloid leukemia treatment: Pharmacophore modeling, molecular docking, and molecular dynamics studies
    Mohamed, Linda M.
    Eltigani, Maha M.
    Abdallah, Marwa H.
    Ghaboosh, Hiba
    Bin Jardan, Yousef A.
    Yusuf, Osman
    Elsaman, Tilal
    Mohamed, Magdi A.
    Alzain, Abdulrahim A.
    [J]. FRONTIERS IN CHEMISTRY, 2022, 10
  • [6] Discovery of potential negative allosteric modulators of mGluR5 from natural products using pharmacophore modeling, molecular docking, and molecular dynamics simulation studies
    Jiang, Ludi
    Li, Yong
    Qiao, Liansheng
    Chen, Xi
    He, Yusu
    Zhang, Yanling
    Li, Gongyu
    [J]. CANADIAN JOURNAL OF CHEMISTRY, 2015, 93 (11) : 1199 - 1206
  • [7] Experimental, molecular docking and molecular dynamic studies of natural products targeting overexpressed receptors in breast cancer
    Taghizadeh, Mohammad Sadegh
    Niazi, Ali
    Moghadam, Ali
    Afsharifar, Alireza
    [J]. PLOS ONE, 2022, 17 (05):
  • [8] Applications of molecular docking in natural products-based drug discovery
    Asiamah, Isaac
    Obiri, Samuel Asiamah
    Tamekloe, Woasiedem
    Armah, Francis Ackah
    Borquaye, Lawrence Sheringham
    [J]. SCIENTIFIC AFRICAN, 2023, 20
  • [9] Discovery of novel HPPD inhibitors based on a combination strategy of pharmacophore, consensus docking and molecular dynamics
    Wang, Jia-Yu
    Zhao, Li-Xia
    Shi, Juan
    Gao, Shuang
    Ye, Fei
    Fu, Ying
    [J]. JOURNAL OF MOLECULAR LIQUIDS, 2022, 362
  • [10] Discovery of new direct thrombin inhibitors (DTI) using a combination of pharmacophore searching with ZINCPharmer of the ZINC database and AutoDockVina molecular docking
    Clement, Cristina C.
    Philipp, Manfred
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2014, 247