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Forces Driving a Magic Bullet to Its Target: Revisiting the Role of Thermodynamics in Drug Design, Development, and Optimization. Life (Basel) 2022; 12:life12091438. [PMID: 36143474 PMCID: PMC9504344 DOI: 10.3390/life12091438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/02/2022] [Accepted: 09/03/2022] [Indexed: 11/27/2022] Open
Abstract
Drug discovery strategies have advanced significantly towards prioritizing target selectivity to achieve the longstanding goal of identifying “magic bullets” amongst thousands of chemical molecules screened for therapeutic efficacy. A myriad of emerging and existing health threats, including the SARS-CoV-2 pandemic, alarming increase in bacterial resistance, and potentially fatal chronic ailments, such as cancer, cardiovascular disease, and neurodegeneration, have incentivized the discovery of novel therapeutics in treatment regimens. The design, development, and optimization of lead compounds represent an arduous and time-consuming process that necessitates the assessment of specific criteria and metrics derived via multidisciplinary approaches incorporating functional, structural, and energetic properties. The present review focuses on specific methodologies and technologies aimed at advancing drug development with particular emphasis on the role of thermodynamics in elucidating the underlying forces governing ligand–target interaction selectivity and specificity. In the pursuit of novel therapeutics, isothermal titration calorimetry (ITC) has been utilized extensively over the past two decades to bolster drug discovery efforts, yielding information-rich thermodynamic binding signatures. A wealth of studies recognizes the need for mining thermodynamic databases to critically examine and evaluate prospective drug candidates on the basis of available metrics. The ultimate power and utility of thermodynamics within drug discovery strategies reside in the characterization and comparison of intrinsic binding signatures that facilitate the elucidation of structural–energetic correlations which assist in lead compound identification and optimization to improve overall therapeutic efficacy.
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Van de Vyver T, De Smedt SC, Raemdonck K. Modulating intracellular pathways to improve non-viral delivery of RNA therapeutics. Adv Drug Deliv Rev 2022; 181:114041. [PMID: 34763002 DOI: 10.1016/j.addr.2021.114041] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 10/12/2021] [Accepted: 11/02/2021] [Indexed: 12/12/2022]
Abstract
RNA therapeutics (e.g. siRNA, oligonucleotides, mRNA, etc.) show great potential for the treatment of a myriad of diseases. However, to reach their site of action in the cytosol or nucleus of target cells, multiple intra- and extracellular barriers have to be surmounted. Several non-viral delivery systems, such as nanoparticles and conjugates, have been successfully developed to meet this requirement. Unfortunately, despite these clear advances, state-of-the-art delivery agents still suffer from relatively low intracellular delivery efficiencies. Notably, our current understanding of the intracellular delivery process is largely oversimplified. Gaining mechanistic insight into how RNA formulations are processed by cells will fuel rational design of the next generation of delivery carriers. In addition, identifying which intracellular pathways contribute to productive RNA delivery could provide opportunities to boost the delivery performance of existing nanoformulations. In this review, we discuss both established as well as emerging techniques that can be used to assess the impact of different intracellular barriers on RNA transfection performance. Next, we highlight how several modulators, including small molecules but also genetic perturbation technologies, can boost RNA delivery by intervening at differing stages of the intracellular delivery process, such as cellular uptake, intracellular trafficking, endosomal escape, autophagy and exocytosis.
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Affiliation(s)
- Thijs Van de Vyver
- Ghent Research Group on Nanomedicines, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Stefaan C De Smedt
- Ghent Research Group on Nanomedicines, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
| | - Koen Raemdonck
- Ghent Research Group on Nanomedicines, Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium.
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Iegre J, Ahmed NS, Gaynord JS, Wu Y, Herlihy KM, Tan YS, Lopes-Pires ME, Jha R, Lau YH, Sore HF, Verma C, O' Donovan DH, Pugh N, Spring DR. Stapled peptides as a new technology to investigate protein-protein interactions in human platelets. Chem Sci 2018; 9:4638-4643. [PMID: 29899957 PMCID: PMC5969508 DOI: 10.1039/c8sc00284c] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 04/23/2018] [Indexed: 12/14/2022] Open
Abstract
We describe the first application of stapled peptides in human platelets. Bim BH3 stapled peptides are used to overcome the limitations of traditional methods and uncover a new role for Bim in platelet activation.
Platelets are blood cells with numerous crucial pathophysiological roles in hemostasis, cardiovascular thrombotic events and cancer metastasis. Platelet activation requires the engagement of intracellular signalling pathways that involve protein–protein interactions (PPIs). A better understanding of these pathways is therefore crucial for the development of selective anti-platelet drugs. New strategies for studying PPIs in human platelets are required to overcome limitations associated with conventional platelet research methods. For example, small molecule inhibitors can lack selectivity and are often difficult to design and synthesise. Additionally, development of transgenic animal models is costly and time-consuming and conventional recombinant techniques are ineffective due to the lack of a nucleus in platelets. Herein, we describe the generation of a library of novel, functionalised stapled peptides and their first application in the investigation of platelet PPIs. Moreover, the use of platelet-permeable stapled Bim BH3 peptides confirms the part of Bim in phosphatidyl-serine (PS) exposure and reveals a role for the Bim protein in platelet activatory processes. Our work demonstrates that functionalised stapled peptides are a complementary alternative to conventional platelet research methods, and could make a significant contribution to the understanding of platelet signalling pathways and hence to the development of anti-platelet drugs.
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Affiliation(s)
- Jessica Iegre
- Department of Chemistry , University of Cambridge , CB2 1EW , UK .
| | - Niaz S Ahmed
- Department of Biomedical and Forensic Sciences , Anglia Ruskin University , CB1 1PT , UK .
| | | | - Yuteng Wu
- Department of Chemistry , University of Cambridge , CB2 1EW , UK .
| | - Kara M Herlihy
- Discovery Sciences , IMED Biotech Unit , AstraZeneca , Cambridge , UK
| | - Yaw Sing Tan
- Bioinformatics Institute , Agency for Science, Technology and Research (ASTAR) , 30 Biopolis Street, #07-01 Matrix , 13867 , Singapore
| | - Maria E Lopes-Pires
- Department of Biomedical and Forensic Sciences , Anglia Ruskin University , CB1 1PT , UK .
| | - Rupam Jha
- Discovery Sciences , IMED Biotech Unit , AstraZeneca , Cambridge , UK
| | - Yu Heng Lau
- Department of Chemistry , University of Cambridge , CB2 1EW , UK . .,School of Chemistry , The University of Sydney , NSW 2006 , Australia
| | - Hannah F Sore
- Department of Chemistry , University of Cambridge , CB2 1EW , UK .
| | - Chandra Verma
- Bioinformatics Institute , Agency for Science, Technology and Research (ASTAR) , 30 Biopolis Street, #07-01 Matrix , 13867 , Singapore.,Department of Biological Sciences , National University of Singapore , 14 Science Drive 4 , Singapore 117543.,School of Biological Sciences , Nanyang Technological University , 60 Nanyang Drive , Singapore 637551
| | | | - Nicholas Pugh
- Department of Biomedical and Forensic Sciences , Anglia Ruskin University , CB1 1PT , UK .
| | - David R Spring
- Department of Chemistry , University of Cambridge , CB2 1EW , UK .
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Osborn MF, Alterman JF, Nikan M, Cao H, Didiot MC, Hassler MR, Coles AH, Khvorova A. Guanabenz (Wytensin™) selectively enhances uptake and efficacy of hydrophobically modified siRNAs. Nucleic Acids Res 2015; 43:8664-72. [PMID: 26400165 PMCID: PMC4605330 DOI: 10.1093/nar/gkv942] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 09/04/2015] [Indexed: 12/20/2022] Open
Abstract
One of the major obstacles to the pharmaceutical success of oligonucleotide therapeutics (ONTs) is efficient delivery from the point of injection to the intracellular setting where functional gene silencing occurs. In particular, a significant fraction of internalized ONTs are nonproductively sequestered in endo-lysosomal compartments. Here, we describe a two-step, robust assay for high-throughput de novo detection of small bioactive molecules that enhance cellular uptake, endosomal escape, and efficacy of ONTs. Using this assay, we screened the LOPAC (Sigma–Aldrich) Library of Pharmacologically Active Compounds and discovered that Guanabenz acetate (Wytensin™), an FDA-approved drug formerly used as an antihypertensive agent, is capable of markedly increasing the cellular internalization and target mRNA silencing of hydrophobically modified siRNAs (hsiRNAs), yielding a ∼100-fold decrease in hsiRNA IC50 (from 132 nM to 2.4 nM). This is one of the first descriptions of a high-throughput small-molecule screen to identify novel chemistries that specifically enhance siRNA intracellular efficacy, and can be applied toward expansion of the chemical diversity of ONTs.
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Affiliation(s)
- Maire F Osborn
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Julia F Alterman
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Mehran Nikan
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Hong Cao
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Marie C Didiot
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Matthew R Hassler
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Andrew H Coles
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Anastasia Khvorova
- RNA Therapeutics Institute, Department of Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
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Gooding M, Adigbli D, Edith Chan AW, Melander RJ, MacRobert AJ, Selwood DL. A bifurcated proteoglycan binding small molecule carrier for siRNA delivery. Chem Biol Drug Des 2014; 84:24-35. [PMID: 24472581 PMCID: PMC4286013 DOI: 10.1111/cbdd.12295] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2013] [Revised: 01/08/2014] [Accepted: 01/22/2014] [Indexed: 12/21/2022]
Abstract
A wider application of siRNA- and miRNA- based therapeutics is restricted by the currently available delivery systems. We have designed a new type of small molecule carrier (SMoC) system for siRNA modeled to interact with cell surface proteoglycans. This bifurcated SMoC has similar affinity for the model proteoglycan heparin to an equivalent polyarginine peptide and exhibits significant mRNA knockdown of protein levels comparable to lipofectamine and the previously reported linear SMoC.
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Affiliation(s)
- Matt Gooding
- The Wolfson Institute for Biomedical Research, UCL, Gower Street, London, WC1E 6BT, UK
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Abstract
The discovery of novel biologically active small molecules is now a technologically and economically viable proposition for academic and small biotechnology laboratories wishing to build on their biological research into target proteins. Such small molecules may be useful reagents for further biological research or may form the basis for early-stage drug discovery. The availability of specialized virtual screening software to filter large molecular libraries into manageable numbers of compounds for biological assays is the driving force for finding novel ligands. The main focus of this chapter is the basis and use of molecular field methods to assess the interactions that may be made by small molecules. Molecular field based measures of capability and similarity of interaction may be used to discover novel ligands and expand ligand series for potential use as future therapies.
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Affiliation(s)
- Paul J Gane
- Medicinal Chemistry, Wolfson Institute for Biomedical Research, University College London, London, UK
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Gooding M, Browne LP, Quinteiro FM, Selwood DL. siRNA delivery: from lipids to cell-penetrating peptides and their mimics. Chem Biol Drug Des 2013; 80:787-809. [PMID: 22974319 DOI: 10.1111/cbdd.12052] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
To deliver siRNA for therapeutic use, several hurdles must be addressed. Metabolic degradation must be blocked, and the RNAi cellular machinery is located in the cytoplasm, while double-stranded siRNA is large, highly charged and impermeable to cell membranes. To date, the solutions to the delivery issues have mostly involved different forms of lipid particle encapsulation. Cell-penetrating peptides and their mimics or analogues offer a different approach and this is an emerging field with the first in vivo examples now reported. Recent reports point to lipid receptors being involved in the cellular uptake of both types of transporter. This review examines the delivery of siRNA with a focus on cell-penetrating peptides and their small molecule and oligomeric mimics. The current status of siRNA delivery methods in clinical trials is examined. It now seems that the goal of delivering siRNA therapeutically is achievable but will they form part of a sustainable healthcare portfolio for the future.
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Affiliation(s)
- Matt Gooding
- The Wolfson Institute for Biomedical Research, UCL, Gower Street, London WC1E 6BT, UK
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Mahadevi AS, Sastry GN. Cation-π interaction: its role and relevance in chemistry, biology, and material science. Chem Rev 2012; 113:2100-38. [PMID: 23145968 DOI: 10.1021/cr300222d] [Citation(s) in RCA: 719] [Impact Index Per Article: 59.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- A Subha Mahadevi
- Molecular Modeling Group, CSIR-Indian Institute of Chemical Technology Tarnaka, Hyderabad 500 607, Andhra Pradesh, India
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