Targeting protein-protein interactions with low molecular weight and short peptide modulators: insights on disease pathways and starting points for drug discovery

被引:10
作者
Trisciuzzi, Daniela [1 ]
Villoutreix, Bruno O. [2 ]
Siragusa, Lydia [3 ,4 ]
Baroni, Massimo [4 ]
Cruciani, Gabriele [5 ]
Nicolotti, Orazio [1 ,6 ]
机构
[1] Univ Bari Aldo Moro, Dept Pharm, Pharmaceut Sci, Bari, Italy
[2] Univ Paris Cite, Robert Debre Hosp, Paris, France
[3] Mol Horizon SRl, Bettona, Italy
[4] Mol Discovery Ltd, Kinet Business Ctr, Borehamwood, Herts, England
[5] Univ Perugia, Dept Chem Biol & Biotechnol, Via Elce Sotto, Perugia, Italy
[6] Univ Bari Aldo Moro, Dept Pharm, Pharmaceut Sci, I-70125 Bari, Italy
关键词
Protein-protein interactions; low molecular weight modulators; short peptides; machine learning; artificial intelligence; structural bioinformatics; HOT-SPOT; INTERACTION INHIBITORS; BINDING-SITES; STRUCTURAL BASIS; 2-HYBRID SYSTEM; IN-VITRO; CRYO-EM; PREDICTION; INTERFACES; DATABASE;
D O I
10.1080/17460441.2023.2218641
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
IntroductionProtein-protein interactions (PPIs) have been often considered undruggable targets although they are attractive for the discovery of new therapeutics. The spread of artificial intelligence and machine learning complemented with experimental methods is likely to change the perspectives of protein-protein modulator research. Noteworthy, some novel low molecular weight (LMW) and short peptide modulators of PPIs are already in clinical trials for the treatment of relevant diseases.Areas coveredThis review focuses on the main molecular properties of protein-protein interfaces and on key concepts pertaining to the modulation of PPIs. The authors survey recently reported state-of-the-art methods dealing with the rational design of PPI modulators and highlight the role of several computer-based approaches.Expert opinionInterfering specifically with large protein interfaces is still an open challenge. The initial concerns about the unfavorable physicochemical properties of many of these modulators are nowadays less acute with several molecules lying beyond the rule of 5, orally available and successful in clinical trials. As the cost of biologics interfering with PPIs is very high, it would seem reasonable to put more effort, both in academia and the private sectors, on actively developing novel low molecular weight compounds and short peptides to perform this task.
引用
收藏
页码:737 / 752
页数:16
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