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Stefan K, Puri S, Rafehi M, Latambale G, Neif M, Tägl F, Arlt NS, Yazdi ZN, Bakos É, Chen X, Zhang B, Ismail Al-Khalil W, Busch H, Chen ZS, Özvegy-Laczka C, Namasivayam V, Juvale K, Stefan SM. Functional and structural polypharmacology of indazole-based privileged ligands to tackle the undruggability of membrane transporters. Eur J Med Chem 2025; 287:117234. [PMID: 39892094 DOI: 10.1016/j.ejmech.2024.117234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/25/2024] [Accepted: 12/31/2024] [Indexed: 02/03/2025]
Abstract
Despite the significant roles of solute carrier (SLC) and ATP-binding cassette (ABC) transporters in human health and disease, most remain poorly characterized as intrinsic and/or xenobiotic ligands are unknown, rendering them as 'undruggable'. Polypharmacology, defined as the simultaneous engagement of multiple targets by a single ligand, offers a promising avenue for discovering novel lead compounds addressing these emerging pharmacological challenges - a major focus in contemporary medicinal chemistry. While common structural motifs among phylogenetically diverse proteins have been proposed to underlie polypharmacology through the concept of 'multitarget binding sites', a comprehensive analysis of these functional and structural aspects from a medicinal chemistry perspective has yet to be undertaken. In our study, we synthesized 65 distinct indazole derivatives and evaluated their activity across a broad biological assessment platform encompassing 17 specific and polyspecific SLC and ABC transporters. Notably, ten indazoles exhibited cross-target activity against challenging transporter targets associated with neurodegeneration (ABCA1), metabolic reprogramming (MCT4), and cancer multidrug resistance (ABCC10). Furthermore, molecular blind docking experiments and advanced binding site analyses revealed, for the first time, conserved binding motifs across monocarboxylate transporters (MCTs), organic anion transporting polypeptides (OATPs), organic cation transporters (OCTs), and ABC transporters, characterized by specific and recurring residues of tyrosine, phenylalanine, serine, and threonine. These findings highlight not only the potential of polypharmacology in drug discovery but also provide insights into the structural underpinnings of ligand binding across membrane transporters.
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Affiliation(s)
- Katja Stefan
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, Ratzeburger Allee 160, 23538, Lübeck, Germany; University of Oslo and Oslo University Hospital, Department of Pathology, Rikshospitalet, Sognsvannsveien 20, 0372, Oslo, Norway
| | - Sachin Puri
- SVKM's NMIMS, Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, V.L. Mehta Road, Vile Parle (W), Mumbai, 400056, India; SVKM's NMIMS, School of Pharmacy & Technology Management, Plot no. B4, Green Industrial Park, Polepally SEZ, TSIIC, Jadcherla, Mahbubnagar, Dist. Telangana 509 301, Hyderabad, 509301, India
| | - Muhammad Rafehi
- University Hospital of Augsburg, Stenglinstr. 2, 86156 Augsburg, Germany; Department of Medical Education Augsburg, Faculty of Medicine, University of Augsburg, Am Medizincampus 2, 86156, Augsburg, Germany; University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Ganesh Latambale
- SVKM's NMIMS, Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, V.L. Mehta Road, Vile Parle (W), Mumbai, 400056, India
| | - Maria Neif
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Franziska Tägl
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Nike Sophia Arlt
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Zeinab Nezafat Yazdi
- Institute for Molecular Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar tudósok krt. 2., H-1117, Budapest, Hungary
| | - Éva Bakos
- Institute for Molecular Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar tudósok krt. 2., H-1117, Budapest, Hungary
| | - Xiang Chen
- St. John's University, College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, New York City, New York, USA
| | - Bohan Zhang
- St. John's University, College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, New York City, New York, USA
| | - Wouroud Ismail Al-Khalil
- University Medical Center Göttingen, Institute of Clinical Pharmacology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Hauke Busch
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medical Systems Biology, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Zhe-Sheng Chen
- St. John's University, College of Pharmacy and Health Sciences, Department of Pharmaceutical Sciences, New York City, New York, USA
| | - Csilla Özvegy-Laczka
- Institute for Molecular Sciences, Research Centre for Natural Sciences, HUN-REN, Magyar tudósok krt. 2., H-1117, Budapest, Hungary
| | - Vigneshwaran Namasivayam
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, Ratzeburger Allee 160, 23538, Lübeck, Germany; University of Bonn, Pharmaceutical Institute, Department of Pharmaceutical and Cellbiological Chemistry, An der Immenburg 4, 53121, Bonn, Germany.
| | - Kapil Juvale
- SVKM's NMIMS, Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, V.L. Mehta Road, Vile Parle (W), Mumbai, 400056, India.
| | - Sven Marcel Stefan
- University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, Ratzeburger Allee 160, 23538, Lübeck, Germany; University of Oslo and Oslo University Hospital, Department of Pathology, Rikshospitalet, Sognsvannsveien 20, 0372, Oslo, Norway; Medical University of Lublin, Department of Biopharmacy, Chodzki 4a, 20-093, Lublin, Poland.
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Ryszkiewicz P, Malinowska B, Schlicker E. Polypharmacology: new drugs in 2023-2024. Pharmacol Rep 2025:10.1007/s43440-025-00715-8. [PMID: 40095348 DOI: 10.1007/s43440-025-00715-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 03/05/2025] [Accepted: 03/07/2025] [Indexed: 03/19/2025]
Abstract
Polypharmacology is an emerging approach to drug design and development that involves the use of multi-target-directed ligands (MTDLs), agents capable of interacting with multiple biological targets simultaneously. The effective treatment of chronic and multifactorial conditions, driven by the dysregulation of multiple interconnected pathways, such as cancer, autoimmune and metabolic disorders, cardiovascular and neurodegenerative diseases, is one of the most substantial challenges in contemporary pharmacology. 'Traditional' single-target-based treatment frequently shows limited effectiveness, as resistance to therapy develops or relapses occur. The rational use of MTDLs seems therefore a promising way to address the complexity of biological systems, feedback mechanisms, crosstalk, and molecular pathways. Many MTDLs have been successfully marketed to date. Moreover, plenty of them offer an additional benefit in comparison to 'traditional' treatment approaches. To assess whether the polypharmacological trend remains prevalent, we thoroughly analysed drugs approved in the years of 2023-2024 in Germany. Among 73 newly introduced substances, 18 are in line with the polypharmacology concept, including 10 antitumor agents, 5 drugs indicated for autoimmune disorders, 1 indicated for hand eczema, 1 antidiabetic (and anti-obesity) drug, and 1 modified corticosteroid.
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Affiliation(s)
- Piotr Ryszkiewicz
- Department of Experimental Physiology and Pathophysiology, Medical University of Białystok, Białystok, 15-222, Poland.
| | - Barbara Malinowska
- Department of Experimental Physiology and Pathophysiology, Medical University of Białystok, Białystok, 15-222, Poland
| | - Eberhard Schlicker
- Department of Pharmacology and Toxicology, University of Bonn, Venusberg Campus 1, 53127, Bonn, Germany.
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Stefan SM, Stefan K, Namasivayam V. Computer-aided pattern scoring (C@PS): a novel cheminformatic workflow to predict ligands with rare modes-of-action. J Cheminform 2024; 16:108. [PMID: 39313842 PMCID: PMC11421111 DOI: 10.1186/s13321-024-00901-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 09/05/2024] [Indexed: 09/25/2024] Open
Abstract
The identification, establishment, and exploration of potential pharmacological drug targets are major steps of the drug development pipeline. Target validation requires diverse chemical tools that come with a spectrum of functionality, e.g., inhibitors, activators, and other modulators. Particularly tools with rare modes-of-action allow for a proper kinetic and functional characterization of the targets-of-interest (e.g., channels, enzymes, receptors, or transporters). Despite, functional innovation is a prime criterion for patentability and commercial exploitation, which may lead to therapeutic benefit. Unfortunately, data on new, and thus, undruggable or barely druggable targets are scarce and mostly available for mainstream modes-of-action only (e.g., inhibition). Here we present a novel cheminformatic workflow-computer-aided pattern scoring (C@PS)-which was specifically designed to project its prediction capabilities into an uncharted domain of applicability.
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Affiliation(s)
- Sven Marcel Stefan
- Department of Pathology, University of Oslo and Oslo University Hospital, Rikshospitalet, Sognsvannsveien 20, 0372, Oslo, Norway
- Lübeck Institute of Experimental Dermatology, Medical Systems Biology Division, Medicinal Chemistry and Systems Polypharmacology, University of Lübeck and University Medical Center Schleswig-Holstein, Ratzeburger Allee 160, 23538, Lübeck, Germany
- Department of Biopharmacy, Medical University of Lublin, Chodzki 4a, 20-093, Lublin, Poland
| | - Katja Stefan
- Department of Pathology, University of Oslo and Oslo University Hospital, Rikshospitalet, Sognsvannsveien 20, 0372, Oslo, Norway
- Lübeck Institute of Experimental Dermatology, Medical Systems Biology Division, Medicinal Chemistry and Systems Polypharmacology, University of Lübeck and University Medical Center Schleswig-Holstein, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Vigneshwaran Namasivayam
- Lübeck Institute of Experimental Dermatology, Medical Systems Biology Division, Medicinal Chemistry and Systems Polypharmacology, University of Lübeck and University Medical Center Schleswig-Holstein, Ratzeburger Allee 160, 23538, Lübeck, Germany.
- Pharmaceutical Institute, Department of Pharmaceutical and Cellbiological Chemistry, University of Bonn, An der Immenburg 4, 53121, Bonn, Germany.
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Haupenthal J, Rafehi M, Kany AM, Lespine A, Stefan K, Hirsch AKH, Stefan SM. Target repurposing unravels avermectins and derivatives as novel antibiotics inhibiting energy-coupling factor transporters (ECFTs). Arch Pharm (Weinheim) 2024; 357:e2400267. [PMID: 38896404 DOI: 10.1002/ardp.202400267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/23/2024] [Accepted: 05/26/2024] [Indexed: 06/21/2024]
Abstract
Energy-coupling factor transporters (ECFTs) are membrane-bound ATP-binding cassette (ABC) transporters in prokaryotes that are found in pathogens against which novel antibiotics are urgently needed. To date, just 54 inhibitors of three molecular-structural classes with mostly weak inhibitory activity are known. Target repurposing is a strategy that transfers knowledge gained from a well-studied protein family to under-studied targets of phylogenetic relation. Forty-eight human ABC transporters are known that may harbor structural motifs similar to ECFTs to which particularly multitarget compounds may bind. We assessed 31 multitarget compounds which together target the entire druggable human ABC transporter proteome against ECFTs, of which nine showed inhibitory activity (hit rate 29.0%) and four demonstrated moderate to strong inhibition of an ECFT (IC50 values between 4.28 and 50.2 µM) as well as antibacterial activity against ECFT-expressing Streptococcus pneumoniae. Here, ivermectin was the most potent candidate (MIC95: 22.8 µM), and analysis of five ivermectin derivatives revealed moxidectin as one of the most potent ECFT-targeting antibacterial agents (IC50: 2.23 µM; MIC95: 2.91 µM). Distinct molecular-structural features of avermectins and derivatives as well as the differential biological response of the hit compounds in general provided first indications with respect to the structure-activity relationships and mode of action, respectively.
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Affiliation(s)
- Jörg Haupenthal
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Saarland University, Saarbrücken, Germany
| | - Muhammad Rafehi
- Institute of Clinical Pharmacology, University Medical Center Göttingen, Göttingen, Germany
- Department of Medical Education Augsburg, Augsburg University Medicine, Augsburg, Germany
| | - Andreas M Kany
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Saarland University, Saarbrücken, Germany
| | - Anne Lespine
- INTHERES, Université de Toulouse, INRAE, ENVT, Toulouse, France
| | - Katja Stefan
- Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck, Germany
| | - Anna K H Hirsch
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)-Helmholtz Centre for Infection Research (HZI), Saarland University, Saarbrücken, Germany
- Department of Pharmacy, Saarland University, Saarbrücken, Germany
| | - Sven Marcel Stefan
- Lübeck Institute of Experimental Dermatology, Medicinal Chemistry and Systems Polypharmacology, University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck, Germany
- Department of Biopharmacy, Medical University of Lublin, Lublin, Poland
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