In-silico designing of a potent ligand molecule against PTEN (Phosphatase and tensin homolog) implicated in Breast Cancer
DOI:
https://doi.org/10.18006/2022.10(4).840.845Keywords:
Breast cancer, PTEN, CADD, Inhibitor, Mutation, Therapy, Lead moleculeAbstract
Breast cancer has been attributed to be the second most common malignancy in females worldwide after skin cancer associated with a significantly high mortality rate. Tumor suppressor genes have an indispensable role in maintaining genomic integrity as well as cell cycle regulation. Phosphatase and tensin homolog deleted on chromosome ten (PTEN) is one of the most frequently mutated human tumor suppressor genes, implicated in cell growth, survival, and suppressing tumor formation. As the tumor progresses to more advanced stages, genetic alterations tend to increase one such alteration is the mutation of the PTEN gene which is linked to programmed cell death and maintenance of cell cycle regulation. There is a syndrome known as Cowden syndrome associated with a high risk of breast cancer which is a result of an outcome of germline mutations in the PTEN gene. Loss of PTEN activity, either at the protein or genomic level, has been related to many primary and metastatic malignancies including breast cancer. This study focuses on developing a potential bioavailable ligand inhibitory molecule for PTEN, using a computer-aided drug design approach (CADD). A library of developed ligands consisting of 50 potential molecules was screened to find a potential candidate to be used for second generation drug development. Among them, LIG28 was adjudged as the most effective and potential PTEN inhibitor given its maximum binding affinity of ΔG -5.96Kcal/mole with a lower RMSD value. Carmer’s Rule of toxicity further revealed the compatibility and non-toxicity of the molecule. These observations underscore the importance of PTEN as a target in the development of tumorigenesis and the prognosis of breast cancer.
References
Bansal, P., Tuli, H.S., Sharma, D., Mohapatra, R., et al. (2022). Targeting omicron (b.1.1.529) SARSCov-2 spike protein with selected phytochemicals: An in-silico approach for identification of potential drug. Journal of Experimental Biology and Agricultural Sciences, 10, 396-404. doi: 10.18006/2022.10(2).396.404 DOI: https://doi.org/10.18006/2022.10(2).396.404
Barbieri, C.E., & Rubin, M.A. (2015). Genomic rearrangements in prostate cancer. Current Opinion in Urology, 25(1), 71-76. doi: 10.1097/MOU.0000000000000129 DOI: https://doi.org/10.1097/MOU.0000000000000129
Chen, L., Morrow, J.K., Tran, H.T., Phatak, S.S., et al. (2012). From laptop to benchtop to bedside: Structure-based drug design on protein targets. Current Pharmaceutical Design, 18(9), 1217-1239. doi: 10.2174/138161212799436386 DOI: https://doi.org/10.2174/138161212799436386
Fuhrmann, J., Rurainski, A., Lenhof, H.P., & Neumann, D. (2010). A new lamarckian genetic algorithm for flexible ligand-receptor docking. Journal of Computational Chemistry, 31, 1911-1918. doi: 10.1002/jcc.21478 DOI: https://doi.org/10.1002/jcc.21478
Hinz, N., & Jücker, M. (2019). Distinct functions of akt isoforms in breast cancer: A comprehensive review. Cell Communication and Signaling, 17(1), 154. doi: 10.1186/s12964-019-0450-3 DOI: https://doi.org/10.1186/s12964-019-0450-3
Hoxhaj, G., & Manning, B.D. (2020). The pi3k-akt network at the interface of oncogenic signalling and cancer metabolism. Nature Reviews Cancer, 20(2), 74-88. doi: 10.1038/s41568-019-0216-7 DOI: https://doi.org/10.1038/s41568-019-0216-7
Ma, J., Benitez, J.A., Li, J., Miki, S., et al. (2019). Inhibition of nuclear PTEN tyrosine phosphorylation enhances glioma radiation sensitivity through attenuated DNA repair. Cancer Cell, 35(3), 504-518 e507. doi: 10.1016/j.ccell.2019.01.020 DOI: https://doi.org/10.1016/j.ccell.2019.01.020
Momenimovahed, Z., & Salehiniya, H. (2019). Epidemiological characteristics of and risk factors for breast cancer in the world. Breast Cancer, 11, 151-164. doi: 10.2147/BCTT.S176070 DOI: https://doi.org/10.2147/BCTT.S176070
Raghav, M., Sharma, D., Chaudhary, M., Tuli, H.S., et al. (2021). Essence of PTEN: A broad-spectrum therapeutic target in cancer. Biointerface Research in Applied Chemistry, 11, 9587-9603. doi: 10.33263/BRIAC112.95879603 DOI: https://doi.org/10.33263/BRIAC112.95879603
Rajpoot, M., Bhattacharya, R., Sharma, S., Gupta, S., et al. (2021). Melamine contamination and associated health risks: Gut microbiota does make a difference. Biotechnolog and Applied Biochemestry, 68(6), 1271-1280. doi: 10.1002/bab.2050 DOI: https://doi.org/10.1002/bab.2050
Ram, G., Sharma, V., Sheikh, I., Sankhyan, A., et al. (2020). Anti-cancer potential of natural products: Recent trends, scope and relevance. Letters in Applied NanoBioScience, 9(1), 902-907. DOI: https://doi.org/10.33263/LIANBS91.902907
Roy, A., Kucukural, A., & Zhang, Y. (2010). I-tasser: A unified platform for automated protein structure and function prediction. Nature Protocols, 5(4), 725-738. doi: 10.1038/nprot.2010.5 DOI: https://doi.org/10.1038/nprot.2010.5
Sehrawat, N., Yadav, M., Singh, M., Kumar, V., et al. (2021). Probiotics in microbiome ecological balance providing a therapeutic window against cancer. Seminars in Cancer Biology, 70, 24-36. doi: 10.1016/j.semcancer.2020.06.009 DOI: https://doi.org/10.1016/j.semcancer.2020.06.009
Sharma A. K., Sharma, I., Diwan Gautami & Sharma V. (2020a). Oral squamous cell carcinoma (oscc) in humans: Etiological factors, diagnostic and therapeutic relevance. Research Journal of Biotechnology, 15(10), 141-151.
Sharma V, Upadhyay, S., & Sharma, A.K. (2022a). PI3kinase/Akt/mTOR pathway in breast cancer; pathogenesis and prevention with mtor inhibitors. Proceedings of IVSRTLSB-2021, 7(1), 184-191.
Sharma V., Panwar A., Ram G., Sankhyan A., et al. (2022b). Exploring the potential of chromones as inhibitors of novel coronavirus infection based on molecular docking and molecular dynamics simulation studies. Biointerface Research in Applied Chemistry, 13(2), 1-8. DOI: https://doi.org/10.33263/BRIAC132.104
Sharma, A.K., Sharma, V.R., Gupta, G.K., Ashraf, G.M., et al. (2019b). Advanced glycation end products (ages), glutathione and breast cancer: Factors, mechanism and therapeutic interventions. Current Drug Metabolism, 20(1), 65-71. DOI: https://doi.org/10.2174/1389200219666180912104342
Sharma, V., & Sharma, A.K. (2020c). An in-silico approach for designing a potential antagonistic molecule targeting β2-adrenoreceptor having therapeutic significance. Letters in Applied Nanobioscience, 10(1), 2063 -2069. DOI: https://doi.org/10.33263/LIANBS101.20632069
Sharma, V., Kumar Gupta, G., K Sharma, A., Batra, N., et al. (2017). Pi3k/akt/mtor intracellular pathway and breast cancer: Factors, mechanism and regulation. Current Pharmaceutical Design, 23(11), 1633-1638. DOI: https://doi.org/10.2174/1381612823666161116125218
Sharma, V., Panwar, A., & Sharma, A.K. (2020b). Molecular dynamic simulation study on chromones and flavonoids for the in silico designing of a potential ligand inhibiting mtor pathway in breast cancer. Current Pharmacology Reports, 6, 373-379.https://doi.org/10.1007/s40495-020-00246-1 DOI: https://doi.org/10.1007/s40495-020-00246-1
Sharma, V., Panwar, A., & Sharma, A.K. (2021a). P13k/akt/mtor pathway-based novel biomarkers for breast cancer. Re: GEN OPEN, 1, 83-91. DOI: https://doi.org/10.1089/regen.2021.0015
Sharma, V., Panwar, A., Gupta, G.K., & Sharma, A.K. (2022c). Molecular docking and md: Mimicking the real biological process. Physical Sciences Reviews. doi: doi:10.1515/psr-2018-0164 DOI: https://doi.org/10.1515/psr-2018-0164
Sharma, V., Panwar, A., Sharma, A., Punj, V., et al. (2021b). A comparative molecular dynamic simulation study on potent ligands targeting mtor/frb domain for breast cancer therapy. Biotechnology and Applied Biochemistry. doi: 10.1002/bab.2206 DOI: https://doi.org/10.1002/bab.2206
Sharma, V., Saini, P., Sheikh, I., Upadhyay, S.K., et al. (2022d) Role of plant secondary metabolites as potential antimalarial drugs. International Journal of Mosquito Research; 9 (3), 13-22.
Sharma, V., Sehrawat, N., Sharma, A., Yadav, M., et al. (2021c). Multifaceted antiviral therapeutic potential of dietary flavonoids: Emerging trends and future perspectives. Biotechnology and Applied Biochemistry.doi: 10.1002/bab.2265. DOI: https://doi.org/10.1002/bab.2265
Sharma, V., Sharma, A.K., Punj, V., & Priya, P. (2019a). Recent nanotechnological interventions targeting pi3k/akt/mtor pathway: A focus on breast cancer. Seminars in Cancer Biology, 59, 133-146. DOI: https://doi.org/10.1016/j.semcancer.2019.08.005
Sharma, V., Sharma, D.K., Mishra, N., Sharma, A.K., et al. (2016). New and potential therapies for the treatment of breast cancer: An update for oncologists. Current Trends in Biotechnology and Chemical Research 6(1),23-29.
Sharma, V., Sharma, N., Sheikh, I., Kumar, V., et al. (2021d). Probiotics and prebiotics having broad spectrum anticancer therapeutic potential: Recent trends and future perspectives. Current Pharmacology Reports, 7(2), 67-79. doi: 10.1007/s40495-021-00252-x DOI: https://doi.org/10.1007/s40495-021-00252-x
Sharma, V., Singh, M., Kumar, V., Yadav, M., et al. (2021e). Microbiome dysbiosis in cancer: Exploring therapeutic strategies to counter the disease. Seminars in Cancer Biology, 70, 61-70. doi: https://doi.org/10.1016/j.semcancer.2020.07.006. DOI: https://doi.org/10.1016/j.semcancer.2020.07.006
Sheikh, I., Sharma, V., Tuli, H.S., Aggarwal, D., et al. (2020). Cancer chemoprevention by flavonoids, dietary polyphenols and terpenoids. Biointerface Research in Applied Chemistry, 11, 8502-8537. doi: https://doi.org/10.33263/BRIAC111.85028537 DOI: https://doi.org/10.33263/BRIAC111.85028537
Singh, M., Kumar, V., Sehrawat, N., Yadav, M., et al. (2022). Current paradigms in epigenetic anticancer therapeutics and future challenges. Seminars in Cancer Biology, 83, 422-440. doi: 10.1016/j.semcancer.2021.03.013 DOI: https://doi.org/10.1016/j.semcancer.2021.03.013
Trotman, L.C., & Pandolfi, P.P. (2003). PTEN and p53: Who will get the upper hand? Cancer Cell, 3(2), 97-99. doi: 10.1016/s1535-6108(03)00022-9 DOI: https://doi.org/10.1016/S1535-6108(03)00022-9
Wang, L., Tu, H., Zeng, L., Gao, R., et.al. (2022). Identification and in silico analysis of nonsense snps of human colorectal cancer protein. Journal of Oleo Science, 71(3), 363-370. doi: 10.5650/jos.ess21313 DOI: https://doi.org/10.5650/jos.ess21313
Wiederstein, M., & Sippl, M.J. (2007). Prosa-web: Interactive web service for the recognition of errors in three-dimensional structures of proteins. Nucleic Acids Research, 35(2), W407-W410. DOI: https://doi.org/10.1093/nar/gkm290
Yang, J., & Zhang, Y. (2015). I-tasser server: New development for protein structure and function predictions. Nucleic Acids Research, 43(W1), W174-181. doi: 10.1093/nar/gkv342 DOI: https://doi.org/10.1093/nar/gkv342
Yuan, Y., Pei, J., & Lai, L. (2020). Ligbuilder v3: A multi-target de novo drug design approach. Frontiers in Chemistry, 8. doi: 10.3389/fchem.2020.00142 DOI: https://doi.org/10.3389/fchem.2020.00142
Zhang, S., & Yu, D. (2010). Pi(3)king apart PTEN's role in cancer. Clinical Cancer Research, 16(17), 4325-4330. doi: 10.1158/1078-0432.ccr-09-2990 DOI: https://doi.org/10.1158/1078-0432.CCR-09-2990
Zheng, W., Zhang, C., Li, Y., Pearce, R., et al. (2021). Folding non-homologous proteins by coupling deep-learning contact maps with i-tasser assembly simulations. Cell Reports Methods, 1(3). doi: 10.1016/j.crmeth.2021.100014 DOI: https://doi.org/10.1016/j.crmeth.2021.100014
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