Abstract

Future Medicinal ChemistryVol. 6, No. 5 EditorialPolypharmacology: the rise of multitarget drugs over combination therapiesMichela RosiniMichela RosiniDepartment of Pharmacy & Biotechnology, Alma Mater Studiorum-University of Bologna, Via Belmeloro 6, 40126 Bologna, Italy. Search for more papers by this authorEmail the corresponding author at michela.rosini@unibo.itPublished Online:20 Mar 2014https://doi.org/10.4155/fmc.14.25AboutSectionsView ArticleView Full TextPDF/EPUB ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareShare onFacebookTwitterLinkedInRedditEmail View articleKeywords: combination therapydesigned multiple ligandsmultifactorial diseasesmultitarget drugspolypharmacologyReferences1 Barabasi AL, Gulbahce N, Loscalzo J. Network medicine: a network-based approach to human disease. Nat. Rev. Genet.12(1),56–68 (2011).Crossref, Medline, CAS, Google Scholar2 Hornberg JJ. Simple drugs do not cure complex diseases: the need for multi-targeted drugs. In: Designing Multi-Target Drugs. Morphy RM, Harris CJ (Eds). RSC Publishing, Cambridge, UK, 1–13 (2012).Google Scholar3 Ainsworth C. Networking for new drugs. Nat. Med.17(10),1166–1668 (2011).Crossref, Medline, CAS, Google Scholar4 Boran AD, Iyengar R. Systems approaches to polypharmacology and drug discovery. Curr. Opin. Drug Discov. Devel.13(3),297–309 (2010).Medline, CAS, Google Scholar5 Borisy AA, Zimmermann GR, Lehar J. Multicomponent therapeutics. In: Polypharmacology in Drug Discovery. Peters J-U (Ed.). Wiley, NJ, USA, 315–321 (2012).Google Scholar6 Knight ZA, Lin H, Shokat KM. Targeting the cancer kinome through polypharmacology. Nat. Rev. Cancer10(2),130–137 (2010).Crossref, Medline, CAS, Google Scholar7 Monzon JG, Dancey J. Combination agents versus multi-targeted agents – pros and cons. In: Designing Multi-Target Drugs. Morphy RM, Harris CJ (Eds). RSC Publishing, Cambridge, UK, 155–180 (2012).Google Scholar8 Cavalli A, Bolognesi ML, Minarini A et al. Multi-target-directed ligands to combat neurodegenerative diseases. J. Med. Chem.51(3),347–372 (2008).Crossref, Medline, CAS, Google Scholar9 Evans BE, Rittle KE, Bock MG et al. Methods for drug discovery: development of potent, selective, orally effective cholecystokinin antagonists. J. Med. Chem.31(12),2235–2246 (1988).Crossref, Medline, CAS, Google Scholar10 Bottegoni G, Favia AD, Recanatini M, Cavalli A. The role of fragment-based and computational methods in polypharmacology. Drug Discov. Today17(1–2),23–34 (2012).Crossref, Medline, CAS, Google Scholar11 Melchiorre C, Bolognesi ML, Minarini A, Rosini M, Tumiatti V. Polyamines in drug discovery: from the universal template approach to the multitarget-directed ligand design strategy. J. Med. Chem.53(16),5906–5914 (2010).Crossref, Medline, CAS, Google Scholar12 Hu Y, Bajorath J. How promiscuous are pharmaceutically relevant compounds? A data-driven assessment. AAPS J.15(1),104–111 (2013).Crossref, Medline, CAS, Google Scholar13 Manley PW, Zimmermann GR. Drug research leading to imatinib and beyond to nilotinib. In: Polypharmacology in Drug Discovery. Peters J-U (Ed.). Wiley, NJ, USA, 409–421 (2012).Google Scholar14 Keiser MJ, Setola V, Irwin JJ et al. Predicting new molecular targets for known drugs. Nature462(7270),175–181 (2009).Crossref, Medline, CAS, Google Scholar15 Hopkins AL. Drug discovery: predicting promiscuity. Nature462(7270),167–168 (2009).Crossref, Medline, CAS, Google Scholar16 Peters JU. Polypharmacology – foe or friend? J. Med. Chem.56(22),8955–8971 (2013).Crossref, Medline, CAS, Google Scholar17 Bolognesi ML. Polypharmacology in a single drug: multitarget drugs. Curr. Med. Chem.20(13),1639–1645 (2013).Crossref, Medline, CAS, Google Scholar18 Morphy R. Selectively nonselective kinase inhibition: striking the right balance. J. Med. Chem.53(4),1413–1437 (2010).Crossref, Medline, CAS, Google Scholar19 Millan MJ. Dual- and triple-acting agents for treating core and co-morbid symptoms of major depression: novel concepts, new drugs. Neurotherapeutics6(1),53–77 (2009).Crossref, Medline, CAS, Google Scholar20 Besnard J, Ruda GF, Setola V et al. Automated design of ligands to polypharmacological profiles. Nature492(7428),215–220 (2012).Crossref, Medline, CAS, Google ScholarFiguresReferencesRelatedDetailsCited ByNigratine as dual inhibitor of necroptosis and ferroptosis regulated cell death24 March 2022 | Scientific Reports, Vol. 12, No. 1Progress and Development of Carbazole Scaffold Based as Potential Anti- Alzheimer Agents Using MTDL ApproachLetters in Drug Design & Discovery, Vol. 19, No. 12Discovery of Novel Src Homology-2 Domain-Containing Phosphatase 2 and Histone Deacetylase Dual Inhibitors with Potent Antitumor Efficacy and Enhanced Antitumor Immunity13 September 2022 | Journal of Medicinal Chemistry, Vol. 65, No. 18The overview of Mitogen-activated extracellular signal-regulated kinase (MEK)-based dual inhibitor in the treatment of cancersBioorganic & Medicinal Chemistry, Vol. 70Kinetic and structural studies on the inhibition of acetylcholinesterase and butyrylcholinesterase by a series of multitarget-directed galantamine-peptide derivativesChemico-Biological Interactions, Vol. 365Caffeoyl malic acid is a potential dual inhibitor targeting TNFα/IL-4 evaluated by a combination strategy of network analysis-deep learning-molecular simulationComputers in Biology and Medicine, Vol. 145Recent development of BTK-based dual inhibitors in the treatment of cancersEuropean Journal of Medicinal Chemistry, Vol. 233Synthesis, Antiplasmodial, and Antileukemia Activity of Dihydroartemisinin–HDAC Inhibitor Hybrids as Multitarget Drugs9 March 2022 | Pharmaceuticals, Vol. 15, No. 3Discovery of DNA-Targeting HDAC Inhibitors with Potent Antitumor Efficacy In Vivo That Trigger Antitumor Immunity12 February 2022 | Journal of Medicinal Chemistry, Vol. 65, No. 4The Hybrid Compounds as Multi-target Ligands for the Treatment of Alzheimer's Disease: Considerations on DonepezilCurrent Topics in Medicinal Chemistry, Vol. 22, No. 5Computational approaches in drug designingMolecular design of dual inhibitors of PI3K and potential molecular target of cancer for its treatment: A reviewEuropean Journal of Medicinal Chemistry, Vol. 228Strategies of Polypharmacology2 August 2022Polypharmacology in Clinical Applications: Neurological Polypharmacology2 August 2022Treating non-small cell lung cancer by targeting the PI3K signaling pathway5 June 2022 | Chinese Medical Journal, Vol. 135, No. 114-Acyl Pyrrole Capped HDAC Inhibitors: A New Scaffold for Hybrid Inhibitors of BET Proteins and Histone Deacetylases as Antileukemia Drug Leads28 September 2021 | Journal of Medicinal Chemistry, Vol. 64, No. 19Combination Vs. 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Published online 20 March 2014 Published in print April 2014 Information© Future Science LtdKeywordscombination therapydesigned multiple ligandsmultifactorial diseasesmultitarget drugspolypharmacologyFinancial & competing interests disclosureThe author has no relevant affiliations or financial involvement with any organization or entity with a financial interest in or financial conflict with the subject matter or materials discussed in the manuscript. This includes employment, consultancies, honoraria, stock ownership or options, expert testimony, grants or patents received or pending, or royalties.No writing assistance was utilized in the production of this manuscript.PDF download

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