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  • Molecular Docking: A Technique For Discovering Telomerase Inhibitors For Cancer Treatment
  • 1Srinath College of Pharmacy, Chh. Sambhajinagar (Aurangabad), Maharashtra, India.
    2Dr. Vedprakash Patil Pharmacy College, Chh.Sambhajinagar (Aurangabad), Maharashtra, India.
    3School of Pharmacy, S.R.T.M. University, Nanded, Maharashtra, India.
     

Abstract

Background: The telomere is a distinct functional complex found at the ends of linear eukaryotic chromosomes, consisting of tandem repeat DNA sequences and related proteins. It is critical that linear eukaryotic genomes remain intact and stable. Telomere length maintenance and regulation have a function in both normal cell ageing and illness in humans. Aim: The primary goal of molecular docking is to achieve a ligand-receptor complex with optimal shape and lower binding free energy. Method: Predicts a ligand's binding affinity to a target protein molecule. It is a critical step in the in-silico drug design process, giving information regarding protein-ligand interactions in the form of binding affinity scores and binding poses. Result: The ligand docking tests indicated that the binding pocket comprises the amino acid residues ARG486, ILE550, MET482, ILE497, TYR551, LEU554, and PHE494.Finally, these compounds have demonstrated favorable interactions with telomerase. Conclusion: These findings suggest these derivatives might be used in future studies to develop novel anticancer drugs.

Keywords

Molecular docking, eukaryotic genomes, Telomerase inhibitors

Introduction

Molecular docking is an appealing scaffold to understand drug-bimolecular interactions for rational drug design and discovery, as well as in the mechanistic study by placing a molecule (ligand) into the preferred binding site of the target specific region of the DNA/protein (receptor) primarily in a non-covalent fashion to form a stable complex of potential efficacy and more specificity.1, 2 The telomere is a unique functional complex located at the ends of linear eukaryotic chromosomes that is composed of tandem repeat DNA sequences along with associated proteins. It is important to maintain the integrity and stability of linear eukaryotic genomes. Telomere length maintenance and control have a role in both normal cellular ageing and disease in humans. Telomeres are primarily synthesized by the cellular reverse transcriptase telomerase, an RNA-dependent DNA polymerase that adds telomeric DNA to telomeres. Cell immortalization and long-term tumour development typically require telomerase expression. Telomerase activity in humans is carefully regulated throughout development and oncogenesis. Telomerase activity regulation may thus have significant consequences for antiaging and anticancer therapy. 3 Telomeres are composed of up of a capping structure, which is a specialized nucleoprotein structure that includes DNA and shelterin protein complexes. Telomeric DNA has a variable number of G-rich, non-coding tandem repeats (10-15 kb in humans at birth) of double-stranded DNA sequence, 5?-(TTAGGG) n -3?, followed by a terminal 3? G-rich single-stranded overhang (150-200 nucleotides long). The 3? G-rich overhang helps telomeric DNA form a higher-order structure in which the 3? single-stranded overhang folds back and invades the homologous double-stranded TTAGGG region, forming a telomeric loop (T-loop) that protects the 3?-end by sequestering it from recognition by the DDR machinery.4

Molecular Docking Study:

5CQG Structure of Tribolium telomerase in complex with the highly specific inhibitor BIBR1

BIBR1532 inhibits telomerase with excellent specificity, although the chemical mechanism remains unexplained. We describe the crystal structure of BIBR1532 bonded to Tribolium castaneum for catalytic activity. The telomerase component (tcTERT). BIBR1532 interacts with a conserved hydrophobic pocket (FVYL motif) on the thumb domain's outer surface. The FVYL motif is found near TRBD residues that bind to the activation domain (CR4/5) of hTER. In vitro, RNA binding experiments indicate that the human TERT (hTERT) thumb domain binds to the P6.1 stem loop of CR4/5. hTERT mutations in the FVYL pocket disrupt wild-type CR4/5 binding and result in cell telomere erosion. The hTERT FVYL variants V1025F, N1028H, and V1090M have been linked to dyskeratosis congenita and aplastic anaemia, highlighting their biological and clinical importance.5 Pyrimidine, a nitrogen-containing synthetic and physiologically relevant heterocyclic ring system, has both biological and pharmacological activity and is classified as an aromatic six heterocyclic with one and three nitrogen atoms in the ring. The preparation of pyrimidine via various methods is important in the disciplines of medical chemistry and chemistry. Pyrimidines and its derivatives operate as anti-inflammatory, anti-malarial, anti-tumor, cardiovascular agents, anti-neoplastic, anti-tubercular, anti-HIV, diuretic, antiviral, antimicrobial, and analgesic.6

MATERIALS AND METHODS:

1. Protein Preparation:

Protein preparation is the process of optimizing the protein structure and making it suitable for precision docking simulations. It is an important stage in the molecular docking process. The protein structure is first retrieved from a database such as Protein Databank (PDB) or generated using molecular modeling software such as SWISS MODELLER. The structure is then finished by adding any remaining atoms or residues. The protein is then subjected to energy minimization to relax its structure and eliminate any steric interference. The protonation states of ionizable residues are then determined in order to provide appropriate electrostatic contacts during docking. To simplify the system further, water molecules and unnecessary ligands are removed from the protein structure. To accurately portray the protein's behavior during docking.7


       
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    Figure 1: 5cqg obtained from Protein Databank (PDB)


       
            Picture2.png
       

    Figure 2: Protein Preparation in MOE


2. Active site: Determination in MOE

The binding pockets can be defined before docking. As a result, three distinct ways to validating the binding pocket of interest during molecular docking can be proposed 8, as shown below.

  1. Site-directed docking.

First, locate the protein-ligand binding site, and then dock the ligand.

  1. Blind docking.

The docked ligand is placed directly onto the entire receptor structure, with no prior knowledge of the binding site. 9

  1. Docking with the standard

Here, you dock the protein with the test ligands and/or standard small molecule(s). The standard ligand aids in the prediction of the appropriate binding pocket.10


       
            Picture3.png
       

    Figure 3:Active site determination


3. Preparation of Ligand:

All chalcone derivatives were sketched in a chem draw and saved in mol format, then a new database was created, and all structures were added and energy was minimized.


       
            Picture4.png
       

    Figure 4: Preparation of Ligand


Table 1:  Physicochemical Properties


       
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RESULT AND DISCUSSION:

Docking Score:

The ligand is docked against the protein and its interactions are examined. The scoring function returns a score based on the best-docked ligand complex selected.11 After the ligands have been docked to the protein, the findings are analyzed to determine the most promising candidates for future research. Each ligand's binding affinity is computed using the expected interaction energy, and the ligands are ordered accordingly. The docked structures are also examined to determine important interactions between the ligands and the protein, such as hydrogen bonds, hydrophobic interactions, and electrostatic interactions. These interactions can provide insights into the ligands' mechanisms of action and enable further optimization of their structure.12



       
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Figure 5: Molecular Docking with Dock Module in MOE


Table 2:  Docking Score


       
            Screenshot 2024-10-19 212558.png
       

    


5. Docking Interaction:

The primary goal of molecular docking is to achieve a ligand-receptor complex with optimal shape and lower binding free energy. The anticipated binding free energy (?Gbind) is based on several characteristics, including hydrogen bond (?Ghbond), electrostatic (?Gelec), torsional free energy (?Gtor), dispersion and repulsion (?Gvdw), desolvation (?Gdesolv), total internal energy (?Gtotal), and unbound system's energy (?Gunb). Understanding the ethics of anticipated binding free energy (?Gbind) can shed light on the nature of interactions that contribute to molecular docking.13


       
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    Figure 6:  Interaction of Inbound Ligand and New Derivatives with 5cqg


CONCLUSION:

The ligand docking experiments revealed that the binding pocket contains the amino acid residues ARG486, ILE550, MET482, ILE497, TYR551, LEU554, PHE494.Finally, these derivatives have shown good interactions with telomerase, and in the future, it can be considered for synthesis in the development of new, less toxic, and more effective drugs for the treatment of cancer.

ACKNOWLEDGEMENT:

The authors would like to acknowledge the Principal, Dr. Santosh Shelke, Srinath College of Pharmacy. Chh.Sambhajinagar (Aurangabad).

REFERENCES:

  1. Rohs R, Bloch I, Sklenar H, Shakked Z (2005) Molecular flexibility in ab-initio drug docking to DNA: binding-site and binding-mode transitions in all-atom Monte Carlo simulations. Nucl Acids Res 33: 7048-7057.
  2. Guedes IA, de Magalhães CS, Dardenne LE (2014) Receptor-ligand molecular docking. Biophysical Reviews 6: 75-87.
  3. Cong YS, Wright WE, Shay JW. Human telomerase and its regulation. Microbiology and molecular biology reviews. 2002 Sep;66(3):407-25.
  4. Doksani Y, Wu JY, de Lange T, Zhuang X. Super-resolution fluorescence imaging of telomeres reveals TRF2-dependent T-loop formation. Cell. 2013 Oct 10;155(2):345-56
  5. Bryan C, Rice C, Hoffman H, Harkisheimer M, Sweeney M, Skordalakes E. Structural basis of telomerase inhibition by the highly specific BIBR1532. Structure. 2015 Oct 6;23(10):1934-42.
  6. Elkanzi NA. Synthesis and biological activities of some pyrimidine derivatives: A Review. Oriental Journal of Chemistry. 2020;36(6):1001.
  7. Chaudhary, K. K. & Mishra, N. A review on molecular docking: Novel tool for drug discovery. JSM Chem. 4(3), 1029 (2016).Return to ref 42 in article
  8. Das, D. R., Kumar, D., Kumar, P. & Dash, B. P. Molecular docking and its application in search of antisickling agent from Carica papaya. J. Appl. Biol. Biotechnol. 8(01), 105–116 (2020).
  9. Pujadas, G. et al. Protein-ligand docking: A review of recent advances and future perspectives. Curr. Pharm. Anal. 4(1), 1–9 (2008).
  10. Aja, P. M. et al. Prospect into therapeutic potentials of Moringa oleifera phytocompounds against cancer upsurge: De novo synthesis of test compounds, molecular docking, and ADMET studies. Bull. Natl. Res. Cent. 45, 99 (2021).
  11. Torres, P. H. M., Sodero, A. C. R., Jofily, P. & Silva-Jr, F. P. Key topics in molecular docking for drug design. Int. J. Mol. Sci. 20(18), 4574 (2019).
  12. Pinzi, L. & Rastelli, G. Molecular docking: Shifting paradigms in drug discovery. Int. J. Mol. Sci. 20, 4331 (2019).
  13. Agarwal S, Chadha D, Mehrotra R (2015) Molecular modeling and spectroscopic studies of semustine binding with DNA and its comparison with lomustine–DNA adduct formation. J Biomol Struct Dyn 33: 1653-1668.
  14. Bourzikat O, El Abbouchi A, Ghammaz H, El Brahmi N, El Fahime E, Paris A, Daniellou R, Suzenet F, Guillaumet G, El Kazzouli S. Synthesis, Anticancer Activities and Molecular Docking Studies of a Novel Class of 2-Phenyl-5,6,7,8-tetrahydroimidazo [1,2-b]pyridazine Derivatives Bearing Sulfonamides. Molecules. 2022 Aug 17;27(16):5238. doi: 10.3390/molecules27165238. PMID: 36014478; PMCID: PMC9416205.
  15. Krishnamoorthy M, Balakrishnan R. Docking studies for screening anticancer compounds of Azadirachta indica using Saccharomyces cerevisiae as model system. J Nat Sci Biol Med. 2014 Jan;5(1):108-11. doi: 10.4103/0976-9668.127298. PMID: 24678207; PMCID: PMC3961913.

Reference

  1. Rohs R, Bloch I, Sklenar H, Shakked Z (2005) Molecular flexibility in ab-initio drug docking to DNA: binding-site and binding-mode transitions in all-atom Monte Carlo simulations. Nucl Acids Res 33: 7048-7057.
  2. Guedes IA, de Magalhães CS, Dardenne LE (2014) Receptor-ligand molecular docking. Biophysical Reviews 6: 75-87.
  3. Cong YS, Wright WE, Shay JW. Human telomerase and its regulation. Microbiology and molecular biology reviews. 2002 Sep;66(3):407-25.
  4. Doksani Y, Wu JY, de Lange T, Zhuang X. Super-resolution fluorescence imaging of telomeres reveals TRF2-dependent T-loop formation. Cell. 2013 Oct 10;155(2):345-56
  5. Bryan C, Rice C, Hoffman H, Harkisheimer M, Sweeney M, Skordalakes E. Structural basis of telomerase inhibition by the highly specific BIBR1532. Structure. 2015 Oct 6;23(10):1934-42.
  6. Elkanzi NA. Synthesis and biological activities of some pyrimidine derivatives: A Review. Oriental Journal of Chemistry. 2020;36(6):1001.
  7. Chaudhary, K. K. & Mishra, N. A review on molecular docking: Novel tool for drug discovery. JSM Chem. 4(3), 1029 (2016).Return to ref 42 in article
  8. Das, D. R., Kumar, D., Kumar, P. & Dash, B. P. Molecular docking and its application in search of antisickling agent from Carica papaya. J. Appl. Biol. Biotechnol. 8(01), 105–116 (2020).
  9. Pujadas, G. et al. Protein-ligand docking: A review of recent advances and future perspectives. Curr. Pharm. Anal. 4(1), 1–9 (2008).
  10. Aja, P. M. et al. Prospect into therapeutic potentials of Moringa oleifera phytocompounds against cancer upsurge: De novo synthesis of test compounds, molecular docking, and ADMET studies. Bull. Natl. Res. Cent. 45, 99 (2021).
  11. Torres, P. H. M., Sodero, A. C. R., Jofily, P. & Silva-Jr, F. P. Key topics in molecular docking for drug design. Int. J. Mol. Sci. 20(18), 4574 (2019).
  12. Pinzi, L. & Rastelli, G. Molecular docking: Shifting paradigms in drug discovery. Int. J. Mol. Sci. 20, 4331 (2019).
  13. Agarwal S, Chadha D, Mehrotra R (2015) Molecular modeling and spectroscopic studies of semustine binding with DNA and its comparison with lomustine–DNA adduct formation. J Biomol Struct Dyn 33: 1653-1668.
  14. Bourzikat O, El Abbouchi A, Ghammaz H, El Brahmi N, El Fahime E, Paris A, Daniellou R, Suzenet F, Guillaumet G, El Kazzouli S. Synthesis, Anticancer Activities and Molecular Docking Studies of a Novel Class of 2-Phenyl-5,6,7,8-tetrahydroimidazo [1,2-b]pyridazine Derivatives Bearing Sulfonamides. Molecules. 2022 Aug 17;27(16):5238. doi: 10.3390/molecules27165238. PMID: 36014478; PMCID: PMC9416205.
  15. Krishnamoorthy M, Balakrishnan R. Docking studies for screening anticancer compounds of Azadirachta indica using Saccharomyces cerevisiae as model system. J Nat Sci Biol Med. 2014 Jan;5(1):108-11. doi: 10.4103/0976-9668.127298. PMID: 24678207; PMCID: PMC3961913.

Photo
Vidya Magar
Corresponding author

Srinath college of pharmacy Aurangabad

Photo
Karna Khavane
Co-author

Dr. Vedprakash Patil Pharmacy College, Chh.Sambhajinagar (Aurangabad), Maharashtra, India.

Photo
Shailesh Patwekar
Co-author

School of Pharmacy, S.R.T.M. University, Nanded, Maharashtra, India.

Photo
Santosh Shelke
Co-author

Srinath College of Pharmacy, Chh. Sambhajinagar (Aurangabad), Maharashtra, India.

Vidya Magar , Karna Khavane , Shailesh Patwekar , Santosh Shelke, Molecular Docking: A Technique For Discovering Telomerase Inhibitors For Cancer Treatment, Int. J. of Pharm. Sci., 2024, Vol 2, Issue 10, 1034-1043. https://doi.org/10.5281/zenodo.13955483

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