Comparative in silico/in vitro analysis of pharmacokinetic profiles of BET inhibitors Scientific paper

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Mladen Koravović
https://orcid.org/0000-0002-0903-8086
Milena Kovačević
https://orcid.org/0000-0003-2957-7965
Marija Jovanović
https://orcid.org/0000-0001-6267-7509
Gordana Tasić
https://orcid.org/0000-0003-4784-9581
Anand Mayasundari
https://orcid.org/0000-0002-5108-1205
Gisele Nishiguchi
Bojan Marković
https://orcid.org/0000-0002-3825-4394
Zoran Ranković
Vladimir Savić
https://orcid.org/0000-0002-0033-1390

Abstract

Pharmacokinetic limitations are a common cause of drug development failure, making early-stage profiling essential to mitigate financial risks and guide compound optimization. The computational tools capable of predicting pharmacokinetic properties offer a valuable resource for the prioritizing of candidates during early discovery phases. This study provides a comparative analysis of in silico and in vitro pharmacokinetic profiles of bromodomain and extraterminal domain (BET) inhibitors (BIs), focusing on sixteen (+)-JQ1-derived compounds we previously synthesized. Using ADMETlab 2.0 software, we predicted key absorption, distribution, metabolism, and excretion (ADME) parameters and compared them with experimentally determined data. Strong correlations were observed for plasma protein binding, whereas notable dis­crepancies were identified in permeability and clearance values. Additionally, the analysis underscores the role of CYP3A4 as a critical enzyme in the meta­bolism of several BIs. These findings demonstrate the utility of computational tools like ADMETlab 2.0 for early pharmacokinetic profiling while highlighting the need for validation and refinement of predictive models. This work provides valuable insights into the pharmacokinetics of BIs and supports the integration of computational and experimental approaches in drug discovery.

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How to Cite
[1]
M. Koravović, “ Comparative in silico/in vitro analysis of pharmacokinetic profiles of BET inhibitors: Scientific paper”, J. Serb. Chem. Soc., vol. 90, no. 7-8, pp. 837–856, Sep. 2025.
Section
Organic Chemistry

References

J. Dong, N.-N. Wang, Z.-J. Yao, L. Zhang, Y. Cheng, D. Ouyang, A.-P. Lu, D.-S. Cao, J. Cheminformatics 10 (2018) 29 (http://dx.doi.org/10.1186/s13321-018-0283-x)

M. Koravovic, A. Mayasundari, G. Tasic, F. Keramatnia, T. R. Stachowski, H. Cui, S. C. Chai, B. Jonchere, L. Yang, Y. Li, X. Fu, R. Hiltenbrand, L. Paul, V. Mishra, J. M. Klco, M. F. Roussel, W. CK. Pomerantz, M. Fischer, Z. Rankovic, V. Savic, Eur. J. Med. Chem. 251 (2023) 115246 (http://dx.doi.org/10.1016/j.ejmech.2023.115246)

C. Dhalluin, J. E. Carlson, L. Zeng, C. He, A. K. Aggarwal, M.-M. Zhou, Nature 399 (1999) 491 (http://dx.doi.org/10.1038/20974)

S.-Y. Wu, C.-M. Chiang, J. Biol. Chem. 282 (2007) 13141 (http://dx.doi.org/10.1074/jbc.R700001200)

N. Zaware, M.-M. Zhou, Nat. Struct. Mol. Biol. 26 (2019) 870 (http://dx.doi.org/10.1038/s41594-019-0309-8)

P. Filippakopoulos, S. Knapp, Nat. Rev. Drug Discov. 13 (2014) 337 (http://dx.doi.org/10.1038/nrd4286)

M. Dawson, E. M. Stein, B. J. P. Huntly, A. Karadimitris, M. Kamdar, C. Fernandez de Larrea, M. J. Dickinson, P. S.-H. Yeh, N. Daver, A. Chaidos, M. S. Tallman, R. Jiménez, T. Horner, J. Baron, J. Brennan, G. Ferron-Brady, Y. Wu, N. Karpinich, B. Kremer, A. Dhar, G. Borthakur, Blood 130 (2017) 1377 (http://dx.doi.org/10.1182/blood.V130.Suppl_1.1377.1377)

K. Ramasamy, A. Nooka, H. Quach, M. Htut, R. Popat, M. Liedtke, S. A. Tuchman, J. Laubach, C. Gasparetto, A. Chanan-Khan, M. Hertzberg, M. deMario, E. Nueesch, E. Chesne, I. Franjkovic, K. Lechner, M. Kornacker, H. J. Cho, Blood Cancer J. 11 (2021) 1 (http://dx.doi.org/10.1038/s41408-021-00545-w)

V. Moreno, M. Vieito, J. M. Sepulveda, V. Galvao, T. Hernández-Guerrero, B. Doger, O. Saavedra, C. Carlo-Stella, J.-M. Michot, A. Italiano, M. Magagnoli, C. Carpio, A. Pinto, R. Sarmiento, B. Amoroso, I. Aronchik, E. Filvaroff, B. Hanna, X. Wei, Z. Nikolova, I. Braña, Nat. Commun. 14 (2023) 1359 (http://dx.doi.org/10.1038/s41467-023-36976-1)

P. G. Aftimos, M. Oliveira, K. Punie, V. Boni, E. P. Hamilton, A. Gucalp, P. D. Shah, M. J. de Miguel, P. Sharma, L. Bauman, E. Campeau, S. Attwell, M. Snyder, K. Norek, E. Johnson, M. H. Silverman, S. Lakhotia, S. M. Domchek, J. K. Litton, M. E. Robson, J. Clin. Oncol. 40 (2022) 1023 (http://dx.doi.org/10.1200/JCO.2022.40.16_suppl.1023)

M. C. Garrett, T. Carnwath, R. Albano, Y. Zhuang, C. A. Behrmann, M. Pemberton, F. Barakat, R. Lober, M. Hoeprich, A. Paravati, M. Reed, H. Spry, D. Woo, E. O’Brien, B. VanCauwenbergh, J. Perentesis, R. Nasser, M. Medvedovic, D. R. Plas, PLOS One 20 (2025) e0306846 (http://dx.doi.org/10.1371/journal.pone.0306846)

S. A. Piha-Paul, C. L. Hann, C. A. French, S. Cousin, I. Braña, P. A. Cassier, V. Moreno, J. S. de Bono, S. D. Harward, G. Ferron-Brady, O. Barbash, A. Wyce, Y. Wu, T. Horner, M. Annan, N. J. Parr, R. K. Prinjha, C. L. Carpenter, J. Hilton, D. S. Hong, N. B. Haas, M. C. Markowski, A. Dhar, P. J. O’Dwyer, G. I. Shapiro, JNCI Cancer Spectros. 4 (2020) pkz093 (http://dx.doi.org/10.1093/jncics/pkz093)

S. Wei, Y. Sun, H. Sha, Int. Immunopharmacol. 29 (2015) 314 (http://dx.doi.org/10.1016/j.intimp.2015.10.036)

D. Shankar, G. Merchand-Reyes, N. J. Buteyn, R. Santhanam, H. Fang, K. Kumar, X. Mo, L. P. Ganesan, W. Jarjour, J. P. Butchar, S. Tridandapani, Int. J. Mol. Sci. 24 (2023) 7623 (http://dx.doi.org/10.3390/ijms24087623)

S. Kaneshita, T. Kida, M. Yoshioka, K. Nishioka, M. Raje, A. Sakashita, A. Hirano, T. Sagawa, A. Kasahara, T. Inoue, K. Fujioka, H. Nagahara, M. Wada, M. Kohno, J. W. Strovel, S. Fletcher, E. Ashihara, Y. Kawahito, Pulm. Pharmacol. Ther. 70 (2021) 102057 (http://dx.doi.org/10.1016/j.pupt.2021.102057)

S. Costantino, E. Gorica, S. A. Mohammed, M. Telesca, A. Mongelli, M. Herwig, S. Ambrosini, F. Ruschitzka, N. Hamdani, F. Paneni, Eur. Heart J. 45 (2024) ehae666.3756 (http://dx.doi.org/10.1093/eurheartj/ehae666.3756)

P. Filippakopoulos, J. Qi, S. Picaud, Y. Shen, W. B. Smith, O. Fedorov, E. M. Morse, T. Keates, T. T. Hickman, I. Felletar, M. Philpott, S. Munro, M. R. McKeown, Y. Wang, A. L. Christie, N. West, M. J. Cameron, B. Schwartz, T. D. Heightman, N. La Thangue, C. A. French, O. Wiest, A. L. Kung, S. Knapp, J. E. Bradner, Nature 468 (2010) 1067 (http://dx.doi.org/10.1038/nature09504)

F. Li, K. R. MacKenzie, P. Jain, C. Santini, D. W. Young, M. M. Matzuk, Biol. Reprod. 103 (2020) 427 (http://dx.doi.org/10.1093/biolre/ioaa043)

S. Kar, J. Leszczynski, Expert Opin. Drug Discov. 15 (2020) 1473 (http://dx.doi.org/10.1080/17460441.2020.1798926)

G. Xiong, Z. Wu, J. Yi, L. Fu, Z. Yang, C. Hsieh, M. Yin, X. Zeng, C. Wu, A. Lu, X. Chen, T. Hou, D. Cao, Nucleic Acids Res. 49 (2021) W5 (http://dx.doi.org/10.1093/nar/gkab255)

P. Schober, C. Boer, L. A. Schwarte, Anesth. Analg. 126 (2018) 1763 (http://dx.doi.org/10.1213/ANE.0000000000002864)

ADMETlab 2.0, https://admetmesh.scbdd.com/explanation/index (January 31, 2024)

ClinicalTrials.gov, https://clinicaltrials.gov/study/NCT02296476 (January 31, 2024)

P. Artursson, J. Karlsson, Biochem. Biophys. Res. Commun. 175 (1991) 880 (http://dx.doi.org/10.1016/0006-291X(91)91647-U)

W. S. Putnam, L. Pan, K. Tsutsui, L. Takahashi, L. Z. Benet, Pharm. Res. 19 (2002) 27 (http://dx.doi.org/10.1023/A:1013647114152)

D. A. Volpe, J. Pharm. Sci. 97 (2008) 712 (http://dx.doi.org/10.1002/jps.21010)

R. Didziapetris, P. Japertas, A. Avdeef, A. Petrauskas, J. Drug Target. 11 (2003) 391 (http://dx.doi.org/10.1080/10611860310001648248)

J. Lewin, J.-C. Soria, A. Stathis, J.-P. Delord, S. Peters, A. Awada, P. G. Aftimos, M. Bekradda, K. Rezai, Z. Zeng, A. Hussain, S. Perez, L. L. Siu, C. Massard, J. Clin. Oncol. 36 (2018) 3007 (http://dx.doi.org/10.1200/JCO.2018.78.2292)

R. Aggarwal, A. N. Starodub, B. D. Koh, G. Xing, A. J. Armstrong, M. A. Carducci, Clin. Cancer Res. 28 (2022) 3979 (http://dx.doi.org/10.1158/1078-0432.CCR-22-0175)

V. Moreno, J. M. Sepulveda, M. Vieito, T. Hernández-Guerrero, B. Doger, O. Saavedra, O. Ferrero, R. Sarmiento, M. Arias, J. De Alvaro, J. Di Martino, M. Zuraek, T. Sanchez-Pérez, I. Aronchik, E. H. Filvaroff, M. Lamba, B. Hanna, Z. Nikolova, I. Braña, Ann. Oncol. 31 (2020) 780 (http://dx.doi.org/10.1016/j.annonc.2020.03.294)

S. A. Piha-Paul, J. C. Sachdev, M. Barve, P. LoRusso, R. Szmulewitz, S. P. Patel, P. N. Lara Jr, X. Chen, B. Hu, K. J. Freise, D. Modi, A. Sood, J. E. Hutti, J. Wolff, B. H. O’Neil, Clin. Cancer Res. 25 (2019) 6309 (http://dx.doi.org/10.1158/1078-0432.CCR-19-0578)

K. Riddell, A. Patel, G. Collins, Y. Zhou, D. Schramek, B. E. Kremer, G. Ferron-Brady, J. Clin. Pharmacol. 61 (2021) 125 (http://dx.doi.org/10.1002/jcph.1711)

D. A. Gonzalez-Carter, Z. Y. Ong, C. M. McGilvery, I. E. Dunlop, D. T. Dexter, A. E. Porter, Nanomed. Nanotechnol. Biol. Med. 15 (2019) 1 (http://dx.doi.org/10.1016/j.nano.2018.08.011)

D. A. Smith, K. Beaumont, T. S. Maurer, L. Di, J. Med. Chem. 58 (2015) 5691 (http://dx.doi.org/10.1021/acs.jmedchem.5b00201)

John E. Hall, Guyton and Hall Textbook of Medical Physiology, Elsevier Health Sciences, Amsterdam, 2015 (ISBN: 9781455770052)

A. S. Krishnatry, A. Voelkner, A. Dhar, M. Prohn, G. Ferron-Brady, CPT Pharmaco. Syst. Pharmacol. 10 (2021) 709 (http://dx.doi.org/10.1002/psp4.12639)

E. Odore, F. Lokiec, E. Cvitkovic, M. Bekradda, P. Herait, F. Bourdel, C. Kahatt, E. Raf¬foux, A. Stathis, C. Thieblemont, B. Quesnel, D. Cunningham, M. E. Riveiro, K. Rezaï, Clin. Pharmacokinet. 55 (2016) 397 (http://dx.doi.org/10.1007/s40262-015-0327-6)

U. M. Zanger, M. Schwab, Pharmacol. Ther. 138 (2013) 103 (http://dx.doi.org/10.1016/j.pharmthera.2012.12.007)

M. Kato, Drug Metab. Pharmacokinet. 23 (2008) 87 (http://dx.doi.org/10.2133/dmpk.23.87)

M. A. Dawson, G. Borthakur, B. J. P. Huntly, A. Karadimitris, A. Alegre, A. Chaidos, D. T. Vogl, D. A. Pollyea, F. E. Davies, G. J. Morgan, J. L. Glass, M. Kamdar, M.-V. Mateos, N. Tovar, P. Yeh, R. G. Delgado, F. Basheer, L. Marando, P. Gallipoli, A. Wyce, A. S. Krishnatry, O. Barbash, E. Bakirtzi, G. Ferron-Brady, N. O. Karpinich, M. T. McCabe, S. W. Foley, T. Horner, A. Dhar, B. E. Kremer, M. Dickinson, Clin. Cancer Res. 29 (2023) 711 (http://dx.doi.org/10.1158/1078-0432.CCR-22-1284)

D. A. Smith, K. Beaumont, T. S. Maurer, L. Di, J. Med. Chem. 62 (2019) 2245 (http://dx.doi.org/10.1021/acs.jmedchem.8b01263)

P. D. Leeson, B. Springthorpe, Nat. Rev. Drug Discov. 6 (2007) 881 (http://dx.doi.org/10.1038/nrd2445).

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