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Adebayo G, Ayanda OI, Rottmann M, Ajibaye OS, Oduselu G, Mulindwa J, Ajani OO, Aina O, Mäser P, Adebiyi E. The Importance of Murine Models in Determining In Vivo Pharmacokinetics, Safety, and Efficacy in Antimalarial Drug Discovery. Pharmaceuticals (Basel) 2025; 18:424. [PMID: 40143200 PMCID: PMC11944934 DOI: 10.3390/ph18030424] [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: 01/21/2025] [Revised: 03/10/2025] [Accepted: 03/13/2025] [Indexed: 03/28/2025] Open
Abstract
New chemical entities are constantly being investigated towards antimalarial drug discovery, and they require animal models for toxicity and efficacy testing. Murine models show physiological similarities to humans and are therefore indispensable in the search for novel antimalarial drugs. They provide a preclinical basis (following in vitro assessments of newly identified lead compounds) for further assessment in the drug development pipeline. Specific mouse strains, non-humanized and humanized, have successfully been infected with rodent Plasmodium species and the human Plasmodium species, respectively. Infected mice provide a platform for the assessment of treatment options being sought. In vivo pharmacokinetic evaluations are necessary when determining the fate of potential antimalarials in addition to the efficacy assessment of these chemical entities. This review describes the role of murine models in the drug development pipeline. It also explains some in vivo pharmacokinetic, safety, and efficacy parameters necessary for making appropriate choices of lead compounds in antimalarial drug discovery. Despite the advantages of murine models in antimalarial drug discovery, certain limitations are also highlighted.
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Affiliation(s)
- Glory Adebayo
- Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota PMB 1023, Nigeria; (G.A.); (G.O.); (O.O.A.)
- Department of Biological Sciences, College of Science and Technology, Covenant University, Ota PMB 1023, Nigeria
- Biochemistry and Nutrition Division, Nigerian Institute of Medical Research, Yaba PMB 2013, Nigeria; (O.S.A.); (O.A.)
| | - Opeyemi I. Ayanda
- Department of Biological Sciences, College of Science and Technology, Covenant University, Ota PMB 1023, Nigeria
| | - Matthias Rottmann
- Swiss Tropical and Public Health Institute, Kreuzstrasse 2, CH-4123 Allschwil, Switzerland; (M.R.); (P.M.)
| | - Olusola S. Ajibaye
- Biochemistry and Nutrition Division, Nigerian Institute of Medical Research, Yaba PMB 2013, Nigeria; (O.S.A.); (O.A.)
| | - Gbolahan Oduselu
- Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota PMB 1023, Nigeria; (G.A.); (G.O.); (O.O.A.)
- Department of Chemistry, College of Science and Technology, Covenant University, Ota PMB 1023, Nigeria
| | - Julius Mulindwa
- Department of Biochemistry and Sports Science, College of Natural Sciences, Makerere University, Kampala P.O. Box 7062, Uganda;
| | - Olayinka O. Ajani
- Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota PMB 1023, Nigeria; (G.A.); (G.O.); (O.O.A.)
- Department of Chemistry, College of Science and Technology, Covenant University, Ota PMB 1023, Nigeria
| | - Oluwagbemiga Aina
- Biochemistry and Nutrition Division, Nigerian Institute of Medical Research, Yaba PMB 2013, Nigeria; (O.S.A.); (O.A.)
| | - Pascal Mäser
- Swiss Tropical and Public Health Institute, Kreuzstrasse 2, CH-4123 Allschwil, Switzerland; (M.R.); (P.M.)
| | - Ezekiel Adebiyi
- Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota PMB 1023, Nigeria; (G.A.); (G.O.); (O.O.A.)
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- African Centre of Excellence in Bioinformatics & Data Intensive Science (ACE), Kampala P.O. Box 7062, Uganda
- Infectious Diseases Institute, Makerere University, Kampala P.O. Box 22418, Uganda
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Dunbar EK, Greer PJ, Saloman JL, Albers KM, Yadav D, Whitcomb DC. Genetics of constant and severe pain in the NAPS2 cohort of recurrent acute and chronic pancreatitis patients. THE JOURNAL OF PAIN 2025; 27:104754. [PMID: 39674387 DOI: 10.1016/j.jpain.2024.104754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 10/08/2024] [Accepted: 12/03/2024] [Indexed: 12/16/2024]
Abstract
Recurrent acute and chronic pancreatitis (RAP, CP) are complex, progressive inflammatory diseases with variable pain experiences impacting patient function and quality of life. The genetic variants and pain pathways in patients contributing to most severe pain experiences are unknown. We used previously genotyped individuals with RAP/CP from the North American Pancreatitis Study II (NAPS2) of European Ancestry for nested genome-wide associated study (GWAS) for pain-severity, chronicity, or both. Lead variants from GWAS were determined using FUMA. Loci with p<1e-5 were identified for post-hoc candidate identification. Transcriptome-wide association studies (TWAS) identified loci in cis and trans to the lead variants. Serum from phenotyped individuals with CP from the PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translational StuDies (PROCEED) was assessed for BDNF levels using Meso Scale Discovery Immunoassay. We identified four pain systems defined by candidate genes: 1) Pancreas-associated injury/stress mitigation genes include: REG gene cluster, CTRC, NEURL3 and HSF22. 2) Neural development and axon guidance tracing genes include: SNPO, RGMA, MAML1 and DOK6 (part of the RET complex). 3) Genes linked to psychiatric stress disorders include TMEM65, RBFOX1, and ZNF385D. 4) Genes in the dorsal horn pain-modulating BDNF/neuropathic pathway included SYNPR, NTF3 and RBFOX1. In an independent cohort BDNF was significantly elevated in patients with constant-severe pain. Extension and expansion of this exploratory study may identify pathway- and mechanism-dependent targets for individualized pain treatments in CP patients. PERSPECTIVE: Pain is the most distressing and debilitating feature of chronic pancreatitis. Yet many patients with chronic pancreatitis have little or no pain. The North American Pancreatitis Study II (NAPS2) includes over 1250 pancreatitis patients of all progressive stages with all clinical and phenotypic characteristics carefully recorded. Pain did not correlate well with disease stage, inflammation, fibrosis or other features. Here we spit the patients into groups with the most severe pain and/or chronic pain syndromes and compared them genetically with patients reporting mild or minimal pain. Although some genetic variants associated with pain were expressed in cells (1) of the pancreas, most genetic variants were linked to genes expressed in the nervous system cells associated with (2) neural development and axon guidance (as needed for the descending inhibition pathway), (3) psychiatric stress disorders, and (4) cells regulating sensory nerves associated with BDNF and neuropathic pain. Similar and overlapping genetic variants in systems 2 -4 are also seen in pain syndromes form other organs. The implications for treating pancreatic pain are great in that we can no longer focus on just the pancreas. Furthermore, new treatments designed for pain disorders in other tissues may be effective in some patient with pain syndromes from the pancreas. Further research is needed to replicate and extend these observations so that new, genetics-guided rational treatments can be developed and delivered.
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Affiliation(s)
- Ellyn K Dunbar
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Phil J Greer
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jami L Saloman
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurobiology, Pittsburgh Center for Pain Research, University of Pittsburgh, Pittsburgh, PA, USA; Pittsburgh Center for Pain Research, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kathryn M Albers
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurobiology, Pittsburgh Center for Pain Research, University of Pittsburgh, Pittsburgh, PA, USA; Pittsburgh Center for Pain Research, University of Pittsburgh, Pittsburgh, PA, USA
| | - Dhiraj Yadav
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - David C Whitcomb
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA; Department of Neurobiology, Pittsburgh Center for Pain Research, University of Pittsburgh, Pittsburgh, PA, USA; Department of Cell Biology & Molecular Physiology, University of Pittsburgh, Pittsburgh, PA, USA.
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Morel C, Parise LF, Van der Zee YY, Issler O, Cai M, Browne CJ, Blando A, LeClair KB, Aubry AV, Haynes S, Williams RW, Mulligan MK, Russo SJ, Nestler EJ, Han MH. Male and female behavioral variability and morphine response in C57BL/6J, DBA/2J, and their BXD progeny following chronic stress exposure. Sci Rep 2024; 14:30785. [PMID: 39730457 PMCID: PMC11680947 DOI: 10.1038/s41598-024-80767-7] [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: 02/23/2024] [Accepted: 11/21/2024] [Indexed: 12/29/2024] Open
Abstract
Drug addiction is a multifactorial syndrome in which genetic predispositions and exposure to environmental stressors constitute major risk factors for the early onset, escalation, and relapse of addictive behaviors. While it is well known that stress plays a key role in drug addiction, the genetic factors that make certain individuals particularly sensitive to stress and, thereby, more vulnerable to becoming addicted are unknown. In an effort to test a complex set of gene x environment interactions-specifically gene x chronic stress-here we leveraged a systems genetics resource: BXD recombinant inbred mice (BXD5, BXD8, BXD14, BXD22, BXD29, and BXD32) and their parental mouse lines, C57BL/6J and DBA/2J. Utilizing the chronic social defeat stress (CSDS) and chronic variable stress (CVS) paradigms, we first showed sexual dimorphism in social and exploratory behaviors between the mouse strains. Further, we observed an interaction between genetic background and vulnerability to prolonged exposure to non-social stressors. Finally, we found that DBA/2J and C57BL/6J mice pre-exposed to stress displayed differences in morphine sensitivity. Our results support the hypothesis that genetic variation influences chronic stress-induced behavioral outcomes such as social and approach-avoidance behaviors, reward responses, as well as morphine sensitivity, and is likely to modulate the development of drug addiction.
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Affiliation(s)
- Carole Morel
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Lyonna F Parise
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yentl Y Van der Zee
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Orna Issler
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Min Cai
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Caleb J Browne
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Anthony Blando
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katherine B LeClair
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Antonio V Aubry
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sherod Haynes
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Robert W Williams
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Megan K Mulligan
- Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Scott J Russo
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Eric J Nestler
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Ming-Hu Han
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Friedman Brain Institute, and Center for Affective Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology (SIAT), and Department of Mental Health and Public Health, Faculty of Life and Health Sciences, Shenzhen University of Advanced Technology (SUAT), Chinese Academy of Sciences, Shenzhen, Guangdong, People's Republic of China.
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Morel C, Parise LF, Van der Zee Y, Issler O, Cai M, Browne C, Blando A, Leclair K, Haynes S, Williams RW, Mulligan MK, Russo SJ, Nestler EJ, Han MH. Male and female variability in response to chronic stress and morphine in C57BL/6J, DBA/2J, and their BXD progeny. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.23.581795. [PMID: 38464110 PMCID: PMC10925176 DOI: 10.1101/2024.02.23.581795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Drug addiction is a multifactorial syndrome in which genetic predispositions and exposure to environmental stressors constitute major risk factors for the early onset, escalation, and relapse of addictive behaviors. While it is well known that stress plays a key role in drug addiction, the genetic factors that make certain individuals particularly sensitive to stress and thereby more vulnerable to becoming addicted are unknown. In an effort to test a complex set of gene x environment interactions-specifically gene x chronic stress -here we leveraged a systems genetics resource: BXD recombinant inbred mice (BXD5, BXD8, BXD14, BXD22, BXD29, and BXD32) and their parental mouse lines, C57BL/6J and DBA/2J. Utilizing the chronic social defeat stress (CSDS) and chronic variable stress (CVS) paradigms, we first showed sexual dimorphism in the behavioral stress response between the mouse strains. Further, we observed an interaction between genetic background and vulnerability to prolonged exposure to non-social stressors. Finally, we found that DBA/2J and C57BL/6J mice pre-exposed to stress displayed differences in morphine sensitivity. Our results support the hypothesis that genetic variation in predisposition to stress responses influences morphine sensitivity and is likely to modulate the development of drug addiction.
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Bubier JA. Genetics and Genomics of Addiction. Genes (Basel) 2023; 14:1760. [PMID: 37761900 PMCID: PMC10530920 DOI: 10.3390/genes14091760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 06/16/2023] [Indexed: 09/29/2023] Open
Abstract
Substance use disorders (SUD), like many neuropsychiatric conditions, are a heterogeneous group of disorders with similar symptomatology but often different pathoetiology [...].
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