Unravelling the Structural Mechanism of Action of 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione in Dual-Targeting Tankyrase 1 and 2: A Novel Avenue in Cancer Therapy.

5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione Cancer Dual-inhibition Molecular Dynamics Simulation Tankyrase Wnt signaling pathway

Journal

Cell biochemistry and biophysics
ISSN: 1559-0283
Titre abrégé: Cell Biochem Biophys
Pays: United States
ID NLM: 9701934

Informations de publication

Date de publication:
Sep 2022
Historique:
received: 16 03 2022
accepted: 21 05 2022
pubmed: 1 6 2022
medline: 23 8 2022
entrez: 31 5 2022
Statut: ppublish

Résumé

Tankyrase (TNKS) belonging to the poly(ADPribose) polymerase family, are known for their multi-functioning capabilities, and play an essential role in the Wnt β-catenin pathway and various other cellular processes. Although showing inhibitory potential at a nanomolar level, the structural dual-inhibitory mechanism of the novel TNKS inhibitor, 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione, remains unexplored. By employing advanced molecular modeling, this study provides these insights. Results of sequence alignments of binding site residues identified conserved residues; GLY1185 and ILE1224 in TNKS-1 and PHE1035 and PRO1034 in TNKS-2 as crucial mediators of the dual binding mechanism of 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione, corroborated by high per-residue energy contributions and consistent high-affinity interactions of these residues. Estimation of the binding free energy of 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione showed estimated total energy of -43.88 kcal/mol and -30.79 kcal/mol towards TNKS-1 and 2, respectively, indicating favorable analogous dual binding as previously reported. Assessment of the conformational dynamics of TNKS-1 and 2 upon the binding of 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione revealed similar structural changes characterized by increased flexibility and solvent assessible surface area of the residues inferring an analogous structural binding mechanism. Insights from this study show that peculiar, conserved residues are the driving force behind the dual inhibitory mechanism of 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-dione and could aid in the design of novel dual inhibitors of TNKS-1 and 2 with improved therapeutic properties.

Identifiants

pubmed: 35637423
doi: 10.1007/s12013-022-01076-2
pii: 10.1007/s12013-022-01076-2
doi:

Substances chimiques

Hydantoins 0
Imidazolidines 0
TNKS2 protein, human EC 2.4.2.30
Tankyrases EC 2.4.2.30
TNKS protein, human EC 2.4.4.30

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

505-518

Informations de copyright

© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

Références

Lehtiö, L., Collins, R., van den Berg, S., Johansson, A., Dahlgren, L. G., Hammarström, M., & Weigelt, J. (2008). Zinc binding catalytic domain of human tankyrase 1. Journal of Molecular Biology, 379(1), 136–145. https://doi.org/10.1016/j.jmb.2008.03.058 .
doi: 10.1016/j.jmb.2008.03.058 pubmed: 18436240
Haikarainen, T., Koivunen, J., Narwal, M., Venkannagari, H., Obaji, E., Joensuu, P., & Lehtiö, L. (2013). Para-substituted 5-methyl-5-[4-(4-oxo-3H-quinazolin-2-yl)phenyl]imidazolidine-2,4-diones as potent and selective tankyrase inhibitors. ChemMedChem, 8(12), 1978–1985. https://doi.org/10.1002/cmdc.201300337 .
Peters, X. Q., Malinga, T. H., Agoni, C., Olotu, F. A., & Soliman, M. E. S. (2019). Zoning in on Tankyrases: a brief review on the past, present and prospective studies. Anti-Cancer Agents in Medicinal Chemistry, 19(16), 1920–1934. https://doi.org/10.2174/1871520619666191019114321 .
doi: 10.2174/1871520619666191019114321 pubmed: 31648650
Verma, A., Kumar, A., Chugh, A., Kumar, S. & Kumar, P. (2020). Tankyrase inhibitors: emerging and promising therapeutics for cancer treatment. Medicinal Chemistry Research, 30(1), 50–73. https://doi.org/10.1007/S00044-020-02657-7 .
doi: 10.1007/S00044-020-02657-7
Ferri, M., Liscio, P., Carotti, A., Asciutti, S., Sardella, R., Macchiarulo, A., & Camaioni, E. (2017). Targeting Wnt-driven cancers: discovery of novel tankyrase inhibitors. European Journal of Medicinal Chemistry. https://doi.org/10.1016/j.ejmech.2017.09.030 .
Shirai, F., Tsumura, T., Yashiroda, Y., Yuki, H., Niwa, H., Sato, S., & Koyama, H. (2019). Discovery of novel spiroindoline derivatives as selective tankyrase inhibitors. Journal of Medicinal Chemistry, 62(7), 3407–3427. https://doi.org/10.1021/acs.jmedchem.8b01888 .
doi: 10.1021/acs.jmedchem.8b01888 pubmed: 30883102
Ha, G. H., Kim, H. S., Go, H., Lee, H., Seimiya, H., Chung, D. H., & Lee, C. W. (2012). Tankyrase-1 function at telomeres and during mitosis is regulated by Polo-like kinase-1-mediated phosphorylation. Cell Death and Differentiation, 19(2), 321–332. https://doi.org/10.1038/cdd.2011.101 .
doi: 10.1038/cdd.2011.101 pubmed: 21818122
Zimmerlin, L., & Zambidis, E. T. (2020). Pleiotropic roles of tankyrase/PARP proteins in the establishment and maintenance of human naïve pluripotency. Experimental Cell Research. https://doi.org/10.1016/j.yexcr.2020.111935 .
Lehtiö, L., Chi, N. W., & Krauss, S. (2013). Tankyrases as drug targets. The FEBS Journal, 280(15), 3576–3593. https://doi.org/10.1111/febs.12320 .
doi: 10.1111/febs.12320 pubmed: 23648170
Nkizinkiko, Y., Desantis, J., Koivunen, J., Haikarainen, T., Murthy, S., Sancineto, L., & Loza, M. I. (2018). 2-Phenylquinazolinones as dual-activity tankyrase-kinase inhibitors. Scientific Reports, 8(1), 1680.
doi: 10.1038/s41598-018-19872-3
Pollock, K., Liu, M., Zaleska, M., Meniconi, M., Pfuhl, M., Collins, I., & Guettler, S. (2019). Fragment-based screening identifies molecules targeting the substrate-binding ankyrin repeat domains of tankyrase. Scientific Reports, 9(1). https://doi.org/10.1038/s41598-019-55240-5 .
Smith, S., & de Lange, T. (2000). Tankyrase promotes telomere elongation in human cells. Current Biology, 10(20), 1299–1302.
doi: 10.1016/S0960-9822(00)00752-1
Smith, S., Giriat, I., Schmitt, A., & De Lange, T. (1998). Tankyrase, a poly (ADP-ribose) polymerase at human telomeres. Science, 282(5393), 1484–1487.
doi: 10.1126/science.282.5393.1484
Zhao S., Wang F., & Liu L. (2019). Alternative lengthening of telomeres (ALT) in tumors and pluripotent stem cells. mdpi.com, 10(12). https://doi.org/10.3390/genes10121030 .
Boltz, K. A., Jasti, M., Townley, J. M., & Shippen, D. E. (2014). Analysis of poly(ADP-ribose) polymerases in Arabidopsis telomere biology. PLoS One, 9(2). https://doi.org/10.1371/JOURNAL.PONE.0088872 .
Patel, B., Patel, A., Patel, A., & Bhatt, H. (2020). CoMFA, CoMSIA, molecular docking and MOLCAD studies of pyrimidinone derivatives to design novel and selective tankyrase inhibitors. Journal of Molecular Structure, 1221. https://doi.org/10.1016/j.molstruc.2020.128783 .
Yang, L., Sun, L., Teng, Y., Chen, H., Gao, Y., Levine, A. S., & Lan, L. (2017). Tankyrase1-mediated poly(ADP-ribosyl)ation of TRF1 maintains cell survival after telomeric DNA damage. Nucleic Acids Research, 45(7), 3906–3921. https://doi.org/10.1093/nar/gkx083 .
doi: 10.1093/nar/gkx083 pubmed: 28160604 pmcid: 5397190
Harvey, K. F., Zhang, X., & Thomas, D. M. (2013). The Hippo pathway and human cancer. Nature Reviews Cancer. https://doi.org/10.1038/nrc3458 .
Zhao, B., Li, L., Lei, Q., & Guan, K. L. (2010). The Hippo–YAP pathway in organ size control and tumorigenesis: an updated version. Genes & Development, 24(9), 862–874. https://doi.org/10.1101/GAD.1909210 .
doi: 10.1101/GAD.1909210
Halder, G., & Johnson, R. L. (2011). Hippo signaling: Growth control and beyond. Development. https://doi.org/10.1242/dev.045500 .
Franchet, C., & Hoffmann, J. S. (2020). When RAD52 allows mitosis to accept unscheduled dna synthesis. Cancers, 12(1). https://doi.org/10.3390/CANCERS12010026 .
Daniloski, Z., Bisht, K. K., McStay, B., & Smith, S. (2019). Resolution of human ribosomal dna occurs in anaphase, dependent on tankyrase 1, condensin II, and topoisomerase IIα. Genes and Development, 33(5–6), 276–281. https://doi.org/10.1101/gad.321836.118 .
doi: 10.1101/gad.321836.118 pubmed: 30804226 pmcid: 6411013
Riffell, J. L., Lord, C. J., & Ashworth, A. (2012). Tankyrase-targeted therapeutics: expanding opportunities in the PARP family. Nature Reviews Drug Discovery, 11(12), 923.
doi: 10.1038/nrd3868
Su, Z., Deshpande, V., James, D. E., & Stöckli, J. (2018). Tankyrase modulates insulin sensitivity in skeletal muscle cells by regulating the stability of GLUT4 vesicle proteins. Journal of Biological Chemistry, 293(22), 8578–8587. https://doi.org/10.1074/jbc.RA117.001058 .
doi: 10.1074/jbc.RA117.001058 pubmed: 29669812 pmcid: 5986224
Guo, H. L., Zhang, C., Liu, Q., Li, Q., Lian, G., Wu, D., & Lin, S. C. (2012). The Axin/TNKS complex interacts with KIF3A and is required for insulin-stimulated GLUT4 translocation. Cell Research, 22(8), 1246–1257. https://doi.org/10.1038/cr.2012.52 .
doi: 10.1038/cr.2012.52 pubmed: 22473005 pmcid: 3411167
Sidaway, J. E., Orton, T. C., Kalaitzi, K., Jones, H. B., Foster, A., & Lake, B. G. (2020). Analysis of β-catenin gene mutations and gene expression in liver tumours of C57BL/10J mice produced by chronic administration of sodium phenobarbital. Toxicology, 430. https://doi.org/10.1016/j.tox.2019.152343 .
Voronkov, A., & Krauss, S. (2012). Wnt/beta-catenin signaling and small molecule inhibitors. Current Pharmaceutical Design, 19(4), 634–664. https://doi.org/10.2174/13816128130406 .
doi: 10.2174/13816128130406 pmcid: 3529405
Stakheev, D., Taborska, P., Strizova, Z., Podrazil, M., Bartunkova, J., & Smrz, D. (2019). The WNT/β-catenin signaling inhibitor XAV939 enhances the elimination of LNCaP and PC-3 prostate cancer cells by prostate cancer patient lymphocytes in vitro. Scientific Reports, 9(1). https://doi.org/10.1038/s41598-019-41182-5 .
Kim, M. K. (2018). Novel insight into the function of Tankyrase (Review). Oncology Letters. https://doi.org/10.3892/ol.2018.9551 .
doi: 10.3892/ol.2018.9551 pubmed: 30944605 pmcid: 6341899
Nguyen, V. H. L., Hough, R., Bernaudo, S., & Peng, C. (2019). Wnt/β-catenin signalling in ovarian cancer: Insights into its hyperactivation and function in tumorigenesis. Journal of Ovarian Research, 12(1). https://doi.org/10.1186/S13048-019-0596-Z .
Huang, S., Mishina, Y., Liu, S., Cheung, A. Stegmeier, F., Michaud, G. A., .... Cong, F. (2009). Tankyrase inhibition stabilizes axin and antagonizes Wnt signalling. Nature, 461, 614–620 https://www.nature.com/articles/nature08356 .
Usha, T., Shanmugarajan, D., Goyal, A. K., Kumar, C. S., & Middha, S. K. (2018). Recent updates on computer-aided drug discovery: time for a paradigm shift. Current Topics in Medicinal Chemistry, 17(30), 3296–3307. https://doi.org/10.2174/1568026618666180101163651 .
doi: 10.2174/1568026618666180101163651
Berman, H. M., Battistuz, T., Bhat, T. N., Bluhm, W. F., Bourne, P. E., Burkhardt, K., & Zardecki, C. (2002). The protein data bank. Acta Crystallographica Section D, 58(6‐1), 899–907. https://doi.org/10.1107/S0907444902003451 .
doi: 10.1107/S0907444902003451
Kusumaningrum, S., Budianto, E., Kosela, S., Sumaryono, W., & Juniarti, F. (2014). The molecular docking of 1,4-naphthoquinone derivatives as inhibitors of Polo-like kinase 1 using Molegro Virtual Docker. Journal of Applied Pharmaceutical Science, 4(11), 47–53. https://doi.org/10.7324/JAPS.2014.4119 .
doi: 10.7324/JAPS.2014.4119
Pettersen, E. F., Goddard, T. D., Huang, C. C., Couch, G. S., Greenblatt, D. M., Meng, E. C., & Ferrin, T. E. (2004). UCSF chimera—a visualization system for exploratory research and analysis. J Comput Chem, 25, 1605–1612. https://doi.org/10.1002/jcc.20084 .
doi: 10.1002/jcc.20084 pubmed: 15264254
Olotu, F. A., Agoni, C., Adeniji, E., & Soliman, M. (2018). Probing gallate-mediated selectivity and high-affinity binding of epigallocatechin gallate: a way-forward in the design of selective inhibitors for anti-apoptotic Bcl-2 proteins. Applied Biochemistry and Biotechnology, 187(3), 1061–1080. https://doi.org/10.1007/s12010-018-2863-7 .
doi: 10.1007/s12010-018-2863-7 pubmed: 30155742
Akher, F. B., Farrokhzadeh, A., Olotu, F. A., Agoni., C., & Soliman, M. E. S. (2019). The irony of chirality–unveiling the distinct mechanistic binding and activities of 1-(3-(4-amino-5-(7-methoxy-5-methylbenzo[b]thiophen-2-yl)-7H-pyrrolo[2,3-d]pyrimidin-7-yl)pyrrolidin-1-yl)prop-2-en-1-one enantiomers as irreversible covalent FGFR4 inhibitors. Organic and Biomolecular Chemistry, 17, 1176–1190.
Agoni, C., Ramharack, P., & Soliman, M. E. S. (2018). Allosteric inhibition induces an open WPD-loop: a new avenue towards glioblastoma therapy. RSC Advances, 8, 40187–40197.
Salmaso, V., & Moro, S. (2018). Bridging molecular docking to molecular dynamics in exploring ligand-protein recognition process: an overview. Frontiers in Pharmacology. https://doi.org/10.3389/fphar.2018.00923 .
Adcock, S. A., & McCammon, J. A. (2006). Molecular dynamics: survey of methods for simulating the activity of proteins. Chemical Reviews. https://doi.org/10.1021/cr040426m .
Case, D. A., Ben-Shalom, I. Y., Brozell, S. R., Cerutti, D. S., Cheatham III, T. E., Cruzeiro, V. W. D., … Gilson, M. K. (2018). Amber 2018. University of California, San Francisco. http://ambermd.org/ .
Ponder, J. W., & Case, D. A. (2003). Force fields for protein simulations. Advances in Protein Chemistry, 66, 27–85.
Wang, J., Wolf, R. M., Caldwell, J. W., Kollman, P. A., & Case, D. A. (2004). Development and testing of a general Amber force field. Journal of Computational Chemistry, 25(9), 1157–1174. https://doi.org/10.1002/jcc.20035 .
doi: 10.1002/jcc.20035 pubmed: 15116359
Berendsen, H. J. C. C., Postma, J. P. M. M., Van Gunsteren, W. F., Dinola, A., & Haak, J. R. (1984). Molecular dynamics with coupling to an external bath. The Journal of Chemical Physics, 81, 3684–3690. https://doi.org/10.1063/1.448118 .
doi: 10.1063/1.448118
Hess, B., Bekker, H., Berendsen, H. J. C., & Fraaije, J. G. E. M. (1997). LINCS: a linear constraint solver for molecular simulations. Journal of Computational Chemistry, 18. https://onlinelibrary.wiley.com/doi/abs/10.1002/(SICI)1096-987X(199709)18:12%3C1463::AID-JCC4%3E3.0.CO;2-H .
Roe, D. R., & Cheatham III, T. E. (2013). PTRAJ and CPPTRAJ: software for processing and analysis of molecular synamics trajectory data. J Chem Theory Com, 9(7), 3084–3095. https://doi.org/10.1021/ct400341p .
doi: 10.1021/ct400341p
Deschenes, L. A. (2000). Origin 6.0: Scientific Data Analysis and Graphing Software Origin Lab Corporation (formerly Microcal Software, Inc.). Web site: www.originlab.com. Commercial price: $595. Academic price: $446. Journal of the American Chemical Society, 122(39), 9567–9568. https://doi.org/10.1021/JA004761D .
doi: 10.1021/JA004761D
Wang, C., Greene, D., Xiao, L., Qi, R., & Luo, R. (2018). Recent developments and applications of the MMPBSA method. Frontiers in Molecular Biosciences. https://doi.org/10.3389/fmolb.2017.00087 .
Kuhn, B., Gerber, P., Schulz-Gasch, T., & Stahl, M. (2005). Validation and use of the MM-PBSA approach for drug discovery. Journal of Medicinal Chemistry, 48(12), 4040–4048. https://doi.org/10.1021/jm049081q .
doi: 10.1021/jm049081q pubmed: 15943477
Munsamy, G., Agoni, C., & Soliman, M. (2018). A dual target of Plasmepsin IX and X: unveiling the atomistic superiority of a core chemical scaffold in malaria therapy: MUNSAMY et al. Lipid bilayer simulation View project. Article in Journal of Cellular Biochemistry, 120(5), 7876–7887. https://doi.org/10.1002/jcb.28062 .
doi: 10.1002/jcb.28062
Agoni, C., Ramharack, P., & Soliman, M. E. S. (2018). Co-inhibition as a strategic therapeutic approach to overcome rifampin resistance in tuberculosis therapy: Atomistic insights. Future Medicinal Chemistry, 10(14), 1665–1675. https://doi.org/10.4155/fmc-2017-0197 .
doi: 10.4155/fmc-2017-0197 pubmed: 29957065
Agoni, C., Ramharack, P., & Soliman, M. E. S. (2018). Synergistic interplay of the co-administration of rifampin and newly developed anti-TB drug: could it be a promising new line of TB therapy? Combinatorial Chemistry & High Throughput Screening, 21(6), 453–460. https://doi.org/10.2174/1386207321666180716093617 .
doi: 10.2174/1386207321666180716093617
Ringe, D. (1995). What makes a binding site a binding site? Current Opinion in Structural Biology, 5(6), 825–829. https://doi.org/10.1016/0959-440X(95)80017-4 .
doi: 10.1016/0959-440X(95)80017-4 pubmed: 8749372
Paine, H. A., Nathubhai, A., Woon, E. C. Y., Sunderland, P. T., Wood, P. J., Mahon, M. F., & Threadgill, M. D. (2015). Exploration of the nicotinamide-binding site of the tankyrases, identifying 3-arylisoquinolin-1-ones as potent and selective inhibitors in vitro. Bioorganic and Medicinal Chemistry, 23(17), 5891–5908. https://doi.org/10.1016/j.bmc.2015.06.061 .
doi: 10.1016/j.bmc.2015.06.061 pubmed: 26189030
Poonan, P., Agoni, C., & Soliman, M. E. S. (2021). Dual-knockout of mutant isocitrate dehydrogenase 1 and 2 subtypes towards glioma therapy: structural mechanistic insights on the role of vorasidenib. Chemistry and Biodiversity. https://doi.org/10.1002/CBDV.202100110 .
Mukherjee, J., & Gupta, M. N. (2015). Increasing importance of protein flexibility in designing biocatalytic processes. Biotechnology Reports. https://doi.org/10.1016/j.btre.2015.04.001 .
Xie, Y., An, J., Yang, G., Wu, G., Zhang, Y., Cui, L., & Feng, Y. (2014). Enhanced enzyme kinetic stability by increasing rigidity within the active site. Journal of Biological Chemistry, 289(11), 7994–8006. https://doi.org/10.1074/jbc.M113.536045 .
doi: 10.1074/jbc.M113.536045 pubmed: 24448805 pmcid: 3953309
Celej, M. S., Montich, G. G., & Fidelio, G. D. (2003). Protein stability induced by ligand binding correlates with changes in protein flexibility. Protein Science, 12(7), 1496–1506. https://doi.org/10.1110/ps.0240003 .
doi: 10.1110/ps.0240003 pubmed: 12824495 pmcid: 2323922
Liu, K., Watanabe, E., & Kokubo, H. (2017). Exploring the stability of ligand binding modes to proteins by molecular dynamics simulations. Journal of Computer Aided Molecular Design, 31(2), 201–211. https://doi.org/10.1021/ACS.JCIM.7B00412 .
doi: 10.1021/ACS.JCIM.7B00412 pubmed: 28074360
Agoni, C., Salifu, E. Y., Munsamy, G., Olotu, F. A., & Soliman, M. (2019). CF3-pyridinyl substitution on antimalarial therapeutics: probing differential ligand binding and dynamical inhibitory effects of a novel triazolopyrimidine-based inhibitor on plasmodium falciparum dihydroorotate dehydrogenase. Chemistry and Biodiversity, 16(12). https://doi.org/10.1002/CBDV.201900365 .
Badichi Akher, F., Farrokhzadeh, A., Olotu, F. A., Agoni, C., & Soliman, M. E. S. (2019). The irony of chirality-unveiling the distinct mechanistic binding and activities of 1-(3-(4-amino-5-(7-methoxy-5-methylbenzo[: B] thiophen-2-yl)-7 H -pyrrolo[2,3- d] pyrimidin-7-yl)pyrrolidin-1-yl)prop-2-en-1-one enantiomers as irreversible covalent FGFR4. Organic and Biomolecular Chemistry, 17(5), 1176–1190. https://doi.org/10.1039/c8ob02811g .
Nicolau, D. V., Paszek, E., Fulga, F., & Nicolau, D. V. (2014). Mapping hydrophobicity on the protein molecular surface at atom-level resolution. PLoS One, 9(12). https://doi.org/10.1371/JOURNAL.PONE.0114042 .
Kyte, J., & Doolittle R. F. (1982). A simple method for displaying the hydropathic character of a protein. Journal of Molecular Biology, 157, 105–132. https://www.sciencedirect.com/science/article/pii/0022283682905150 .
Biro, J. C. (2006). Amino acid size, charge, hydropathy indices and matrices for protein structure analysis. Theoretical Biology and Medical Modelling, 3. https://doi.org/10.1186/1742-4682-3-15 .
Amino Acids, Foldit Wiki, Fandom. (n.d.). Retrieved October 30, 2021, from https://foldit.fandom.com/wiki/Amino_Acids .
Pommié, C., Levadoux, S., Sabatier, R., Lefranc, G., & Lefranc, M. P. (2004). IMGT standardized criteria for statistical analysis of immunoglobulin V-Region amino acid properties. Journal of Molecular Recognition, 17(1), 17–32. https://doi.org/10.1002/jmr.647 .
doi: 10.1002/jmr.647 pubmed: 14872534
Salifu, E. Y., Agoni, C., Olotu, F. A., Dokurugu, Y. M., & Soliman, M. E. S. (2019). Halting ionic shuttle to disrupt the synthetic machinery—Structural and molecular insights into the inhibitory roles of Bedaquiline towards Mycobacterium tuberculosis ATP synthase in the treatment of tuberculosis. Journal of Cellular Biochemistry, 120(9), 16108–16119. https://doi.org/10.1002/jcb.28891 .
doi: 10.1002/jcb.28891 pubmed: 31125144
Karshikoff, A., Nilsson, L., & Ladenstein, R. (2015). Rigidity versus flexibility: the dilemma of understanding protein thermal stability. FEBS Journal. https://doi.org/10.1111/febs.13343 .
Pitera, J. W. (2014). Expected distributions of root-mean-square positional deviations in proteins. Journal of Physical Chemistry B, 118(24), 6526–6530. https://pubs.acs.org/doi/abs/10.1021/jp412776d .
doi: 10.1021/jp412776d
Lobanov, M. Y., Bogatyreva, N. S., & Galzitskaya, O. V. (2008). Radius of gyration as an indicator of protein structure compactness. Molecular Biology, 42(4), 623–628. https://doi.org/10.1134/S0026893308040195 .
doi: 10.1134/S0026893308040195
Durham, E., Dorr, B., Woetzel, N., Staritzbichler, R., & Meiler, J. (2009). Solvent accessible surface area approximations for rapid and accurate protein structure prediction. Journal of Molecular Modeling, 15(9), 1093–1108. https://doi.org/10.1007/S00894-009-0454-9 .
doi: 10.1007/S00894-009-0454-9 pubmed: 19234730 pmcid: 2712621

Auteurs

Xylia Q Peters (XQ)

Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa.

Clement Agoni (C)

Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa.
West African Centre for Computational Analysis, Accra, Ghana.

Mahmoud E S Soliman (MES)

Molecular Bio-computation and Drug Design Laboratory, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, 4001, South Africa. soliman@ukzn.ac.za.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH