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Brennan RJ, Jenkinson S, Brown A, Delaunois A, Dumotier B, Pannirselvam M, Rao M, Ribeiro LR, Schmidt F, Sibony A, Timsit Y, Sales VT, Armstrong D, Lagrutta A, Mittlestadt SW, Naven R, Peri R, Roberts S, Vergis JM, Valentin JP. The state of the art in secondary pharmacology and its impact on the safety of new medicines. Nat Rev Drug Discov 2024; 23:525-545. [PMID: 38773351 DOI: 10.1038/s41573-024-00942-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/05/2024] [Indexed: 05/23/2024]
Abstract
Secondary pharmacology screening of investigational small-molecule drugs for potentially adverse off-target activities has become standard practice in pharmaceutical research and development, and regulatory agencies are increasingly requesting data on activity against targets with recognized adverse effect relationships. However, the screening strategies and target panels used by pharmaceutical companies may vary substantially. To help identify commonalities and differences, as well as to highlight opportunities for further optimization of secondary pharmacology assessment, we conducted a broad-ranging survey across 18 companies under the auspices of the DruSafe leadership group of the International Consortium for Innovation and Quality in Pharmaceutical Development. Based on our analysis of this survey and discussions and additional research within the group, we present here an overview of the current state of the art in secondary pharmacology screening. We discuss best practices, including additional safety-associated targets not covered by most current screening panels, and present approaches for interpreting and reporting off-target activities. We also provide an assessment of the safety impact of secondary pharmacology screening, and a perspective on opportunities and challenges in this rapidly developing field.
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Affiliation(s)
| | | | | | | | | | | | - Mohan Rao
- Janssen Research & Development, San Diego, CA, USA
- Neurocrine Biosciences, San Diego, CA, USA
| | - Lyn Rosenbrier Ribeiro
- UCB Biopharma, Braine-l'Alleud, Belgium
- AstraZeneca, Cambridge, UK
- Grunenthal, Berkshire, UK
| | | | | | - Yoav Timsit
- Novartis Biomedical Research, Cambridge, MA, USA
- Blueprint Medicines, Cambridge, MA, USA
| | | | - Duncan Armstrong
- Novartis Biomedical Research, Cambridge, MA, USA
- Armstrong Pharmacology, Macclesfield, UK
| | | | | | - Russell Naven
- Takeda Pharmaceuticals, Cambridge, MA, USA
- Novartis Biomedical Research, Cambridge, MA, USA
| | - Ravikumar Peri
- Takeda Pharmaceuticals, Cambridge, MA, USA
- Alexion Pharmaceuticals, Wilmington, DE, USA
| | - Sonia Roberts
- Roche Pharma Research and Early Development, Roche Innovation Center, Basel, Switzerland
| | - James M Vergis
- Faegre Drinker Biddle and Reath, LLP, Washington, DC, USA
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2
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Ishida K, Werner JA, Davies R, Fan F, Thomas B, Wahlstrom J, Lipford JR, Monticello T. Nonclinical Safety Profile of Sotorasib, a KRAS G12C-Specific Covalent Inhibitor for the Treatment of KRAS p.G12C-Mutated Cancer. Int J Toxicol 2021; 40:427-441. [PMID: 34137282 DOI: 10.1177/10915818211022965] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Sotorasib is a first-in-class KRASG12C covalent inhibitor in clinical development for the treatment of tumors with the KRAS p.G12C mutation. A comprehensive nonclinical safety assessment package, including secondary/safety pharmacology and toxicology studies, was conducted to support the marketing application for sotorasib. Sotorasib was negative in a battery of genotoxicity assays and negative in an in vitro phototoxicity assay. Based on in vitro assays, sotorasib had no off-target effects against various receptors, enzymes (including numerous kinases), ion channels, or transporters. Consistent with the tumor-specific target distribution (ie, KRASG12C), there were no primary pharmacology-related on-target effects identified. The kidney was identified as a target organ in the rat but not the dog. Renal toxicity in the rat was characterized by tubular degeneration and necrosis restricted to a specific region suggesting that the toxicity was attributed to the local formation of a putative toxic reactive metabolite. In the 3-month dog study, adaptive changes of hepatocellular hypertrophy due to drug metabolizing enzyme induction were observed in the liver that was associated with secondary effects in the pituitary and thyroid gland. Sotorasib was not teratogenic and had no direct effect on embryo-fetal development in the rat or rabbit. Human, dog, and rat circulating metabolites, M24, M10, and M18, raised no clinically relevant safety concerns based on the general toxicology studies, primary/secondary pharmacology screening, an in vitro human ether-à-go-go-related gene assay, or mutagenicity assessment. Overall, the results of the nonclinical safety program support a high benefit/risk ratio of sotorasib for the treatment of patients with KRAS p.G12C-mutated tumors.
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Affiliation(s)
| | | | | | - Fan Fan
- Amgen Inc, Research, Thousand Oaks, CA, USA
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Werner JA, Ishida K, Wisler J, Karbowski C, Kalanzi J, Bussiere J, Monticello TM. Phosphatidylinositol 3-Kinase δ Inhibitor-Induced Immunomodulation and Secondary Opportunistic Infection in the Cynomolgus Monkey (Macaca fascicularis). Toxicol Pathol 2020; 48:949-964. [DOI: 10.1177/0192623320966238] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Phosphatidylinositol 3-kinases (PI3Ks) regulate intracellular signaling events for multiple cell surface receptors. Phosphatidylinositol 3-kinase δ, 1 of 4 class I PI3K isoforms, is primarily found in leukocytes and regulates immune cell functions. Here, we report changes in the immune and digestive systems that were associated with AMG2519493, a highly selective small-molecule PI3Kδ inhibitor. Following 1- or 3-month oral repeat dosing in the cynomolgus monkey, changes were observed in circulating B cells, lymphoid tissues (spleen, lymph nodes, gut-associated lymphoid tissue, tonsil), and the digestive tract. Decreased circulating B cells and lymphoid cellularity in B cell-rich zones in lymphoid tissues were attributed to the intended pharmacologic activity of AMG2519493. Dose- and duration-dependent digestive system toxicity was characterized by inflammation in the large intestine and secondary opportunistic infections restricted to the digestive tract. Digestive tract changes were associated with moribundity and mortality at high-dose levels, and the effect level decreased with increased duration of exposure. These observations demonstrate the role of PI3Kδ in regulation of the immune system and of host resistance to opportunistic infections of the digestive tract.
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Affiliation(s)
- Jonathan A. Werner
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
| | - Katsu Ishida
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
| | - John Wisler
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
- AnaptysBio, San Diego, CA, USA
| | - Christine Karbowski
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
| | - Jackson Kalanzi
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
| | - Jeanine Bussiere
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
| | - Thomas M. Monticello
- Amgen Research, Translational Safety and Bioanalytical Sciences, Thousand Oaks, CA, USA
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Georgi V, Schiele F, Berger BT, Steffen A, Marin Zapata PA, Briem H, Menz S, Preusse C, Vasta JD, Robers MB, Brands M, Knapp S, Fernández-Montalván A. Binding Kinetics Survey of the Drugged Kinome. J Am Chem Soc 2018; 140:15774-15782. [PMID: 30362749 DOI: 10.1021/jacs.8b08048] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Target residence time is emerging as an important optimization parameter in drug discovery, yet target and off-target engagement dynamics have not been clearly linked to the clinical performance of drugs. Here we developed high-throughput binding kinetics assays to characterize the interactions of 270 protein kinase inhibitors with 40 clinically relevant targets. Analysis of the results revealed that on-rates are better correlated with affinity than off-rates and that the fraction of slowly dissociating drug-target complexes increases from early/preclinical to late stage and FDA-approved compounds, suggesting distinct contributions by each parameter to clinical success. Combining binding parameters with PK/ADME properties, we illustrate in silico and in cells how kinetic selectivity could be exploited as an optimization strategy. Furthermore, using bio- and chemoinformatics we uncovered structural features influencing rate constants. Our results underscore the value of binding kinetics information in rational drug design and provide a resource for future studies on this subject.
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Affiliation(s)
- Victoria Georgi
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany.,Structural Genomics Consortium, Institute for Pharmaceutical Chemistry , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 9 , 60438 Frankfurt am Main , Germany
| | - Felix Schiele
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Benedict-Tilman Berger
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany.,Structural Genomics Consortium, Institute for Pharmaceutical Chemistry , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 9 , 60438 Frankfurt am Main , Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 15 , 60438 Frankfurt am Main , Germany
| | - Andreas Steffen
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Paula A Marin Zapata
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Hans Briem
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Stephan Menz
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Cornelia Preusse
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - James D Vasta
- Promega Corporation , 2800 Woods Hollow Road , Fitchburg , Wisconsin 53711 , United States
| | - Matthew B Robers
- Promega Corporation , 2800 Woods Hollow Road , Fitchburg , Wisconsin 53711 , United States
| | - Michael Brands
- Bayer AG, Drug Discovery, Pharmaceuticals , Müllerstraße 178 , 13353 Berlin , Germany
| | - Stefan Knapp
- Structural Genomics Consortium, Institute for Pharmaceutical Chemistry , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 9 , 60438 Frankfurt am Main , Germany.,Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences , Johann Wolfgang Goethe-University , Max-von-Laue-Straße 15 , 60438 Frankfurt am Main , Germany
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Dambach DM, Simpson NE, Jones TW, Brennan RJ, Pazdur R, Palmby TR. Nonclinical Evaluations of Small-Molecule Oncology Drugs: Integration into Clinical Dose Optimization and Toxicity Management. Clin Cancer Res 2016; 22:2618-22. [DOI: 10.1158/1078-0432.ccr-15-2645] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 04/11/2016] [Indexed: 11/16/2022]
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