- 1.
Eder J.; Herrling P.L. Trends in modern drug discovery. Handb. Exp. Pharmacol., 2016, 232: 3-22.
- 2.
Moffat J.G.; Vincent F.; Lee J.A.; et al. Opportunities and challenges in phenotypic drug discovery: an industry perspective. Nat. Rev. Drug Discovery, 2017, 16(8): 531-543.
- 3.
Sams-Dodd F. Target-based drug discovery: is something wrong? Drug Discov. Today. 2005, 10(2): 139-147.
- 4.
Hurko O. Target-based drug discovery, genetic diseases, and biologics. Neurochem. Int., 2012, 61(6): 892-898.
- 5.
Zheng W.; Thorne N.; McKew J.C. Phenotypic screens as a renewed approach for drug discovery. Drug Discovery Today, 2013, 18(21/22): 1067-1073.
- 6.
Blay V.; Tolani B.; Ho S.P.; et al. High-throughput screening: today's biochemical and cell-based approaches. Drug Discov. Today., 2020, 25(10): 1807-1821.
- 7.
Stoddart L.A.; White C.W.; Nguyen K.; et al. Fluorescence- and bioluminescence-based approaches to study GPCR ligand binding. Br. J. Pharmacol., 2016, 173(20): 3028-3037.
- 8.
Togre N.S; Vargas A.M.; Bhargavi G.;et al. Fragment-based drug discovery against mycobacteria: the success and challenges. Int. J. Mol. Sci., 2022, 23(18): 10669.
- 9.
Parasrampuria D.A.; Benet L.Z.; Sharma A. Why drugs fail in late stages of development: case study analyses from the last decade and recommendations. AAPS J., 2018, 20(3): 46.
- 10.
Yasgar A.; Jadhav A.; Simeonov A.; et al. AlphaScreen-based assays: ultra-high-throughput screening for small-molecule inhibitors of challenging enzymes and protein-protein interactions. Methods Mol. Biol., 2016, 1439: 77-98.
- 11.
Zhao G.X.; Huang Y.R.; Zhou Y.; et al. Future challenges with DNA-encoded chemical libraries in the drug discovery domain. Expert Opin. Drug Discovery, 2019, 14(8): 735-753.
- 12.
Ramsay R.R.; Popovic-Nikolic M.R.; Nikolic K.; et al. A perspective on multi-target drug discovery and design for complex diseases. Clin. Transl. Med., 2018, 7(1): 3.
- 13.
Reddy A.S.; Zhang S.X. Polypharmacology: drug discovery for the future. Expert Rev. Clin. Pharmacol., 2013, 6(1): 41-47.
- 14.
Nováček V.; Mohamed S.K. Predicting polypharmacy side-effects using knowledge graph embeddings. AMIA Joint Summits on Translational Science proceedings. AMIA Jt. Summits Transl. Sci. Proc., 2020, 2020: 449-458.
- 15.
Hughes R.E.; Elliott R.J.R.; Dawson J.C.; et al. High-content phenotypic and pathway profiling to advance drug discovery in diseases of unmet need. Cell Chem. Biol., 2021, 28(3): 338-355.
- 16.
Mahner M.; Kary M. What exactly are genomes, genotypes and phenotypes? And what about phenomes?. J. Theor. Biol., 1997, 186(1): 55-63.
- 17.
Swinney D.C.; Anthony J. How were new medicines discovered? Nat. Rev. Drug Discovery, 2011, 10(7): 507-519.
- 18.
Swinney D.C.; Lee J.A. Recent advances in phenotypic drug discovery [version 1; peer review: 2 approved]. F1000Research, 2020, 9(Faculty Rev): 944.
- 19.
Szabo M.; Svensson Akusjärvi S.; Saxena A.; et al. Cell and small animal models for phenotypic drug discovery. Drug Des., Dev. Ther., 2017, 11: 1957-1967.
- 20.
Vincent F.; Nueda A.; Lee J.; et al. Phenotypic drug discovery: recent successes, lessons learned and new directions. Nat. Rev. Drug Discovery, 2022, 21(12): 899-914.
- 21.
Liu C.; Oikonomopoulos A.; Sayed N.; et al. Modeling human diseases with induced pluripotent stem cells: from 2D to 3D and beyond. Development, 2018, 145(5): dev156166.
- 22.
Sayed N.; Liu C.; Wu J.C. Translation of human-induced pluripotent stem cells: from clinical trial in a dish to precision medicine. J. Am. Coll. Cardiol., 2016, 67(18): 2161-2176.
- 23.
Corrò C.; Novellasdemunt L.; Li V.S.W. A brief history of organoids. Am. J. Physiol.: Cell Physiol., 2020, 319(1): C151-C165.
- 24.
Takahashi T. Organoids for drug discovery and personalized medicine. Annu. Rev. Pharmacol. Toxicol., 2019, 59: 447-462.
- 25.
Zhao Y.; Kankala R.K.; Wang S.B.; et al. Multi-organs-on-chips: towards long-term biomedical investigations. Molecules, 2019, 24(4): 675.
- 26.
Ronaldson-Bouchard K.; Teles D.; Yeager K.; et al. A multi-organ chip with matured tissue niches linked by vascular flow. Nat. Biomed. Eng., 2022, 6(4): 351-371.
- 27.
Paul D.; Sanap G.; Shenoy S.; et al. Artificial intelligence in drug discovery and development. Drug Discovery Today, 2021, 26(1): 80-93.
- 28.
Jiménez-Luna J.; Grisoni F.; Weskamp N.; et al. Artificial intelligence in drug discovery: recent advances and future perspectives. Expert Opin. Drug Discovery, 2021, 16(9): 949-959.
- 29.
Friese A.; Ursu A.; Hochheimer A.; et al. The convergence of stem cell technologies and phenotypic drug discovery. Cell Chem. Biol., 2019, 26(8): 1050-1066.
- 30.
Iwata H.; Kojima R.; Okuno Y. An in silico approach for integrating phenotypic and target-based approaches in drug discovery. Mol. Inf., 2020, 39(1/2): e1900096.
- 31.
Aulner N.; Danckaert A.; Ihm J.; et al. Next-generation phenotypic screening in early drug discovery for infectious diseases. Trends Parasitol., 2019, 35(7): 559-570.