Research Article
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Year 2025, , 75 - 89, 05.01.2025
https://doi.org/10.33435/tcandtc.1430900

Abstract

References

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  • [2] M. K. Paul, A. K. Mukhopadhyay, Tyrosine kinase-Role and significance in Cancer, International journal of medical sciences 1 (2004) 101–115.
  • [3] C. C. Ayala-Aguilera, T. Valero, Á. Lorente-Macías, D. J. Baillache, S. Croke, A. Unciti-Broceta, Small Molecule Kinase Inhibitor Drugs (1995-2021): Medical Indication, Pharmacology, and Synthesis, Journal of medicinal chemistry 65 (2022), 1047–1131.
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  • [7] Q. Li, Application of Fragment-Based Drug Discovery to Versatile Targets, Frontiers in molecular biosciences 7 (2020), 180.
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  • [17] H. Jhoti, G. Williams, D. C. Rees, C. W. Murray, The “rule of three” for fragment-based drug discovery: where are we now?, Nature Reviews Drug Discovery 12 (2013), 644.
  • [18] S. Genheden, U. Ryde, The MM/PBSA and MM/GBSA methods to estimate ligand-binding affinities, Expert opinion on drug discovery, 10 (2015) 449–461.
  • [19] C. A. Lipinski, F. Lombardo, B. W. Dominy, P. J. Feeney, Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings, Advanced drug delivery reviews 46 (2001) 3–26.
  • [20] D. F. Veber, S. R. Johnson, H. Y. Cheng, B. R. Smith, K. W. Ward, and K. D. Kopple, Molecular properties that influence the oral bioavailability of drug candidates, Journal of medicinal chemistry 45 (2002) 2615–2623.

Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach

Year 2025, , 75 - 89, 05.01.2025
https://doi.org/10.33435/tcandtc.1430900

Abstract

Erythropoietin-producing hepatocellular carcinoma B4 (EphB4) belongs to the Eph family of receptor tyrosine kinases (RTKs) and plays a significant role in the amplification of many kinds of cancers such as lung cancer, head and neck cancer, and mesothelioma. In this work, we applied a fragment-based drug design strategy to find novel Ephb4 receptor inhibitors as potential therapeutic candidates. A screening of over 269,000 fragments from various libraries has been conducted to determine their affinity for binding EphB4. Using Schrödinger software, 1,000 fragments with the highest docking scores underwent fragment linking to generate 100 new molecules. The EphB4 binding affinity and ADMET characteristics of the top 20 docking score molecules were then examined in more detail. After the best compounds were selected, a molecular dynamics study was conducted to determine the stability of the ligand-receptor complex in the top three molecules. The resultant compound may be investigated further in the context of tyrosine kinase inhibitor drug development.

References

  • [1] L. R. de Souza Neto, J. T. Moreira-Filho, B. J. Neves, R. L. B. R. Maidana, A. C. R. Guimarães, N. Furnham, C. H. Andrade, F. P. Silva, In silico Strategies to Support Fragment-to-Lead Optimization in Drug Discovery. Frontiers in chemistry 8 (2020) 93.
  • [2] M. K. Paul, A. K. Mukhopadhyay, Tyrosine kinase-Role and significance in Cancer, International journal of medical sciences 1 (2004) 101–115.
  • [3] C. C. Ayala-Aguilera, T. Valero, Á. Lorente-Macías, D. J. Baillache, S. Croke, A. Unciti-Broceta, Small Molecule Kinase Inhibitor Drugs (1995-2021): Medical Indication, Pharmacology, and Synthesis, Journal of medicinal chemistry 65 (2022), 1047–1131.
  • [4] J. Rudolph, J. J. Crawford, K. P. Hoeflich, J. Chernoff, p21-activated kinase inhibitors, The Enzymes 34 (2013) 157–180.
  • [5] K. Kullander, R. Klein, Mechanisms and functions of Eph and ephrin signalling, Nature reviews. Molecular cell biology 3 (2002) 475–486.
  • [6] R. Salgia, P. Kulkarni, P. S. Gill, EphB4: A promising target for upper aerodigestive malignancies, Biochimica et biophysica acta. Reviews on cancer 1869 (2018), 128–137.
  • [7] Q. Li, Application of Fragment-Based Drug Discovery to Versatile Targets, Frontiers in molecular biosciences 7 (2020), 180.
  • [8] J. Mortier, C. Rakers, R. Frederick, G. Wolber, Computational Tools for In Silico Fragment-Based Drug Design, Current topics in medicinal chemistry 12 (2012), 1935–1943.
  • [9] Schrödinger Release 2024-3: Maestro, Schrödinger, LLC, New York, NY, 2024.
  • [10] https://www.rcsb.org/structure/3ZEW December 2013, Accessed: 10.12.2023.
  • [11] Schrödinger Release 2024-3: Protein Preparation Wizard; Epik, Schrödinger, LLC, New York, NY, 2024; Impact, Schrödinger, LLC, New York, NY; Prime, Schrödinger, LLC, New York, NY, 2024.
  • [12] Schrödinger Release 2020-3: LigPrep, Schrödinger, LLC, New York, NY, 2020.
  • [13] Schrödinger Release 2020-3: Glide, Schrödinger, LLC, New York, NY, (2020).
  • [14] C. Choudhury, Fragment tailoring strategy to design novel chemical entities as potential binders of novel corona virus main protease, Journal of biomolecular structure & dynamics 39 (2021) 3733–3746.
  • [15] Schrödinger Release 2024-3: QikProp, Schrödinger, LLC, New York, NY, 2024.
  • [16] T. Darden, D. York, L. Pedersen, Particle mesh Ewald: An Nlog(N) method for Ewald sums in large systems, Journal of Chemical Physics 98 (1993) 10089–10092.
  • [17] H. Jhoti, G. Williams, D. C. Rees, C. W. Murray, The “rule of three” for fragment-based drug discovery: where are we now?, Nature Reviews Drug Discovery 12 (2013), 644.
  • [18] S. Genheden, U. Ryde, The MM/PBSA and MM/GBSA methods to estimate ligand-binding affinities, Expert opinion on drug discovery, 10 (2015) 449–461.
  • [19] C. A. Lipinski, F. Lombardo, B. W. Dominy, P. J. Feeney, Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings, Advanced drug delivery reviews 46 (2001) 3–26.
  • [20] D. F. Veber, S. R. Johnson, H. Y. Cheng, B. R. Smith, K. W. Ward, and K. D. Kopple, Molecular properties that influence the oral bioavailability of drug candidates, Journal of medicinal chemistry 45 (2002) 2615–2623.
There are 20 citations in total.

Details

Primary Language English
Subjects Physical Chemistry (Other)
Journal Section Research Article
Authors

Amine Ballari 0009-0002-4623-4374

Rachid Haloui 0000-0002-3102-0229

Ossama Daouı 0000-0003-2265-7903

Khaoula Mkhayar 0000-0001-9542-7725

Khadija Khaddam Allah This is me

Samir Chtita 0000-0001-6092-3251

Abdelmoula El Abbouchi

Souad Elkhattabi 0000-0001-9281-8536

Early Pub Date September 19, 2024
Publication Date January 5, 2025
Submission Date February 2, 2024
Acceptance Date August 7, 2024
Published in Issue Year 2025

Cite

APA Ballari, A., Haloui, R., Daouı, O., Mkhayar, K., et al. (2025). Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach. Turkish Computational and Theoretical Chemistry, 9(1), 75-89. https://doi.org/10.33435/tcandtc.1430900
AMA Ballari A, Haloui R, Daouı O, Mkhayar K, Allah KK, Chtita S, Abbouchi AE, Elkhattabi S. Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach. Turkish Comp Theo Chem (TC&TC). January 2025;9(1):75-89. doi:10.33435/tcandtc.1430900
Chicago Ballari, Amine, Rachid Haloui, Ossama Daouı, Khaoula Mkhayar, Khadija Khaddam Allah, Samir Chtita, Abdelmoula El Abbouchi, and Souad Elkhattabi. “Discovery of New Small Molecules Inhibitors for EphB4 Receptor Tyrosine Kinase With a Fragment-Based Drug Design Approach”. Turkish Computational and Theoretical Chemistry 9, no. 1 (January 2025): 75-89. https://doi.org/10.33435/tcandtc.1430900.
EndNote Ballari A, Haloui R, Daouı O, Mkhayar K, Allah KK, Chtita S, Abbouchi AE, Elkhattabi S (January 1, 2025) Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach. Turkish Computational and Theoretical Chemistry 9 1 75–89.
IEEE A. Ballari, R. Haloui, O. Daouı, K. Mkhayar, K. K. Allah, S. Chtita, A. E. Abbouchi, and S. Elkhattabi, “Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach”, Turkish Comp Theo Chem (TC&TC), vol. 9, no. 1, pp. 75–89, 2025, doi: 10.33435/tcandtc.1430900.
ISNAD Ballari, Amine et al. “Discovery of New Small Molecules Inhibitors for EphB4 Receptor Tyrosine Kinase With a Fragment-Based Drug Design Approach”. Turkish Computational and Theoretical Chemistry 9/1 (January 2025), 75-89. https://doi.org/10.33435/tcandtc.1430900.
JAMA Ballari A, Haloui R, Daouı O, Mkhayar K, Allah KK, Chtita S, Abbouchi AE, Elkhattabi S. Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach. Turkish Comp Theo Chem (TC&TC). 2025;9:75–89.
MLA Ballari, Amine et al. “Discovery of New Small Molecules Inhibitors for EphB4 Receptor Tyrosine Kinase With a Fragment-Based Drug Design Approach”. Turkish Computational and Theoretical Chemistry, vol. 9, no. 1, 2025, pp. 75-89, doi:10.33435/tcandtc.1430900.
Vancouver Ballari A, Haloui R, Daouı O, Mkhayar K, Allah KK, Chtita S, Abbouchi AE, Elkhattabi S. Discovery of new small molecules inhibitors for EphB4 receptor tyrosine kinase with a fragment-based drug design approach. Turkish Comp Theo Chem (TC&TC). 2025;9(1):75-89.

Journal Full Title: Turkish Computational and Theoretical Chemistry


Journal Abbreviated Title: Turkish Comp Theo Chem (TC&TC)