Pharmacophore Modeling, Synthesis, Scaffold Hopping and Biological β-Hematin Inhibition Interaction Studies for Anti-malaria Compounds

被引:7
作者
Fayyazi, Neda [1 ]
Esmaeili, Somayeh [2 ]
Taheri, Salman [3 ]
Ribeiro, Frederico F. [6 ]
Scotti, Marcus T. [4 ]
Scotti, Luciana [4 ]
Ghasemi, Jahan B. [5 ]
Saghaei, Lotfollah [1 ]
Fassihi, Afshin [1 ]
机构
[1] Sch Pharm & Pharmaceut Sci, Dept Med Chem, Esfahan, Iran
[2] Shahid Beheshti Univ Med Sci, Tradit Med & Med Mat Res Ctr TMRC, Tehran, Iran
[3] Chem & Chem Engn Res Ctr Iran, Tehran, Iran
[4] Univ Fed Paraiba, Joao Pessoa, Paraiba, Brazil
[5] Univ Tehran, Coll Sci, Fac Chem, Tehran, Iran
[6] Paraiba State Univ, Biol Sci Dept, Synth & Drug Delivery Lab, Joao Pessoa, Paraiba, Brazil
关键词
Computer-aided drug design; Computational ADME/Tox; Database; Cancer; Cell lines; QSAR; Partial least square; beta-hematin; Receptor; ANTIMALARIAL ACTIVITY; CRYSTAL-STRUCTURE; HUMAN HEMOGLOBIN; MOLECULAR-MODEL; HEME; CHLOROQUINE; HEMOZOIN; LIGANDS; DOCKING; BINDING;
D O I
10.2174/1568026619666191116160326
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Backgound: Exploring potent compounds is critical to generating multi-target drug discovery. Hematin crystallization is an important mechanism of malaria. Methods: A series of chloroquine analogues were designed using a repositioning approach to develop new anticancer compounds. Protein-ligand interaction fingerprints and ADMET descriptors were used to assess docking performance in virtual screenings to design chloroquine hybrid beta-hematin inhibitors. A PLS algorithm was applied to correlate the molecular descriptors to IC50 values. The modeling presented excellent predictive power with correlation coefficients for calibration and cross-validation of r(2) = 0.93 and q(2) = 0.72. Using the model, a series of 4-aminoquinlin hybrids were synthesized and evaluated for their biological activity as an external test series. These compounds were evaluated for cytotoxic cell lines and beta-hematin inhibition. Results: The target compounds exhibited high beta-hematin inhibition activity and were 3-9 times more active than the positive control. Furthermore, all the compounds exhibited moderate to high cytotoxic activity. The most potent compound in the dataset was docked with hemoglobin and its pharmacophore features were generated. These features were used as input to the Pharmit server for screening of six databases. Conclusion: The compound with the best score from ChEMBL was 2016904, previously reported as a VEGFR-2 inhibitor. The 11 compounds selected presented the best Gold scores with drug-like properties and can be used for drug development.
引用
收藏
页码:2743 / 2765
页数:23
相关论文
共 70 条
  • [1] Pharmacophore-based predictive model generation for potent antimalarials targeting haem detoxification pathway
    Acharya, Badri Narayan
    Kaushik, Mahabir Parshad
    [J]. MEDICINAL CHEMISTRY RESEARCH, 2007, 16 (05) : 213 - 229
  • [2] Biosynthesis of heme in mammals
    Ajioka, Richard S.
    Phillips, John D.
    Kushner, James P.
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH, 2006, 1763 (07): : 723 - 736
  • [3] Alexander T., 2010, Molecular Informatics, V29, P476, DOI [10.1002/minf.201000061, DOI 10.1002/MINF.201000061]
  • [4] Synthesis, Antiplasmodial Activity, and β-Hematin Inhibition of Hydroxypyridone-Chloroquine Hybrids
    Andayi, Warren A.
    Egan, Timothy J.
    Gut, Jiri
    Rosenthal, Philip J.
    Chibale, Kelly
    [J]. ACS MEDICINAL CHEMISTRY LETTERS, 2013, 4 (07): : 77 - 81
  • [5] Kojic acid derived hydroxypyridinone-chloroquine hybrids: Synthesis, crystal structure, antiplasmodial activity and β-haematin inhibition
    Andayi, Warren Andrew
    Egan, Timothy J.
    Chibale, Kelly
    [J]. BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2014, 24 (15) : 3263 - 3267
  • [6] Understanding the structural basis of substrate recognition by Plasmodium falciparum plasmepsin V to aid in the design of potent inhibitors
    Bedi, Rajiv K.
    Patel, Chandan
    Mishra, Vandana
    Xiao, Huogen
    Yada, Rickey Y.
    Bhaumik, Prasenjit
    [J]. SCIENTIFIC REPORTS, 2016, 6
  • [7] Antimalarial 4(1H)-pyridones bind to the Qi site of cytochrome bc1
    Capper, Michael J.
    O'Neill, Paul M.
    Fisher, Nicholas
    Strange, Richard W.
    Moss, Darren
    Ward, Stephen A.
    Berry, Neil G.
    Lawrenson, Alexandre S.
    Hasnain, S. Samar
    Biagini, Giancarlo A.
    Antonyuk, Svetlana V.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (03) : 755 - 760
  • [8] Studies on the interaction between docetaxel and human hemoglobin by spectroscopic analysis and molecular docking
    Cheng, Hongxia
    Liu, Hui
    Bao, Wei
    Zou, Guolin
    [J]. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY, 2011, 105 (02) : 126 - 132
  • [9] Malarial hemozoin: From target to tool
    Coronado, Lorena M.
    Nadovich, Christopher T.
    Spadafora, Carmenza
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS, 2014, 1840 (06): : 2032 - 2041
  • [10] The crystal structure of halofantrine-ferriprotoporphyrin IX and the mechanism of action of arylmethanol antimalarials
    de Villiers, Katherine A.
    Marques, Helder M.
    Egan, Timothy J.
    [J]. JOURNAL OF INORGANIC BIOCHEMISTRY, 2008, 102 (08) : 1660 - 1667