Submitted:
15 July 2026
Posted:
16 July 2026
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Zebrafish Maintenance and Embryo Collection
2.2. Compounds and Exposure Solutions
2.3. Cardiac Functional Assessment
2.4. Locomotor Activity
2.5. Concentration-Response Modelling and Statistics
3. Results
3.1. Effects on Atrial Chronotropy
3.2. Effects on Atrioventricular Conduction
3.3. Diheptylone Showed the Highest Overall Cardiac Liability
3.4. Effects on Locomotor Activity
3.5. Integration of Locomotor and Cardiac Endpoints
4. Discussion
4.1. Alkyl-Chain Extension Is Associated with Increased Cardiac Liability
4.2. Cardiac Phenotype Severity Shifts from Rate Depression to Conduction Failure
4.3. Terminal Amine Substitution Shapes Endpoint-Specific Profiles
4.4. Locomotor Profiling Reveals Neurofunctional Effects That Only Partially Track Cardiac Liability
4.5. Implications for Zebrafish-Based NAMs and Structure-Based Prioritization
5. Conclusion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Zawilska, J.B.; Wojcieszak, J. Designer cathinones—An emerging class of novel recreational drugs. Forensic Sci. Int. 2013, 231, 42–53. [Google Scholar] [CrossRef] [PubMed]
- Baumann, M.H.; Walters, H.M.; Niello, M.; Sitte, H.H. Neuropharmacology of synthetic cathinones. Handb. Exp. Pharmacol. 2018, Vol. 252, 113–142. [Google Scholar] [CrossRef] [PubMed]
- Nadal-Gratacós, N.; Pazos, M.D.; Pubill, D.; Camarasa, J.; Escubedo, E.; Berzosa, X.; López-Arnau, R. Structure–Activity Relationship of Synthetic Cathinones: An Updated Review. ACS Pharmacol. Transl. Sci. 2024, 7, 2588–2603. [Google Scholar] [CrossRef] [PubMed]
- Baumann, M.H.; Ayestas, M.A.; Partilla, J.S.; Sink, J.R.; Shulgin, A.T.; Daley, P.F.; Brandt, S.D.; Rothman, R.B.; Ruoho, A.E.; Cozzi, N. V. The Designer Methcathinone Analogs, Mephedrone and Methylone, are Substrates for Monoamine Transporters in Brain Tissue. Neuropsychopharmacology 2012, 37, 1192–1203. [Google Scholar] [CrossRef] [PubMed]
- Saha, K.; Li, Y.; Holy, M.; Lehner, K.R.; Bukhari, M.O.; Partilla, J.S.; Sandtner, W.; Sitte, H.H.; Baumann, M.H. The synthetic cathinones, butylone and pentylone, are stimulants that act as dopamine transporter blockers but 5-HT transporter substrates. Psychopharmacology (Berl) . 2019, 236, 953–962. [Google Scholar] [CrossRef] [PubMed]
- Dolan, S.B.; Chen, Z.; Huang, R.; Gatch, M.B. “Ecstasy” to addiction: Mechanisms and reinforcing effects of three synthetic cathinone analogs of MDMA. Neuropharmacology 2018, 133, 171–180. [Google Scholar] [CrossRef] [PubMed]
- Javadi-Paydar, M.; Nguyen, J.D.; Vandewater, S.A.; Dickerson, T.J.; Taffe, M.A. Locomotor and reinforcing effects of pentedrone, pentylone and methylone in rats. Neuropharmacology 2018, 134, 57–64. [Google Scholar] [CrossRef] [PubMed]
- Nadal-Gratacós, N.; Alberto-Silva, A.S.; Rodríguez-Soler, M.; Urquizu, E.; Espinosa-Velasco, M.; Jäntsch, K.; Holy, M.; Batllori, X.; Berzosa, X.; Pubill, D.; et al. Structure–Activity Relationship of Novel Second-Generation Synthetic Cathinones: Mechanism of Action, Locomotion, Reward, and Immediate-Early Genes. Front. Pharmacol. 2021, 12, 749429. [Google Scholar] [CrossRef] [PubMed]
- Gatch, M.B.; Shetty, R.A.; Sumien, N.; Forster, M.J. Behavioral effects of four novel synthetic cathinone analogs in rodents. Addict. Biol. 2021, 26, e12987. [Google Scholar] [CrossRef] [PubMed]
- Fogarty, M.F.; Krotulski, A.J.; Papsun, D.M.; Walton, S.E.; Lamb, M.; Truver, M.T.; Chronister, C.W.; Goldberger, B.A.; Logan, B.K. N,N-Dimethylpentylone (dipentylone)—A new synthetic cathinone identified in a postmortem forensic toxicology case series. J. Anal. Toxicol. 2023, 47, 753–761. [Google Scholar] [CrossRef] [PubMed]
- Norman, C.; Schwelm, H.M.; Semenova, O.; Reid, R.; Marland, V.; Nic Daéid, N. Detection of the synthetic cathinone N,N-dimethylpentylone in seized samples from prisons. Forensic Sci. Int. 2024, 361, 112145. [Google Scholar] [CrossRef] [PubMed]
- Prosser, J.M.; Nelson, L.S. The Toxicology of Bath Salts: A Review of Synthetic Cathinones. J. Med. Toxicol. 2012, 8, 33–42. [Google Scholar] [CrossRef] [PubMed]
- Zaami, S.; Giorgetti, R.; Pichini, S.; Pantano, F.; Marinelli, E.; Busardò, F.P. Synthetic cathinones related fatalities: an update. Eur. Rev. Med. Pharmacol. Sci. 2018, 22, 268–274. [Google Scholar] [CrossRef] [PubMed]
- MacRae, C.A.; Peterson, R.T. Zebrafish as tools for drug discovery. Nat. Rev. Drug Discov. 2015, 14, 721–731. [Google Scholar] [CrossRef] [PubMed]
- Milan, D.J.; Peterson, T.A.; Ruskin, J.N.; Peterson, R.T.; MacRae, C.A. Drugs that induce repolarization abnormalities cause bradycardia in zebrafish. Circulation 2003, 107, 1355–1358. [Google Scholar] [CrossRef] [PubMed]
- Langheinrich, U.; Vacun, G.; Wagner, T. Zebrafish embryos express an orthologue of HERG and are sensitive toward a range of QT-prolonging drugs inducing severe arrhythmia. Toxicol. Appl. Pharmacol. 2003, 193, 370–382. [Google Scholar] [CrossRef] [PubMed]
- Maciag, M.; Wnorowski, A.; Mierzejewska, M.; Plazinska, A. Pharmacological assessment of zebrafish-based cardiotoxicity models. Biomed. Pharmacother. 2022, 148, 112695. [Google Scholar] [CrossRef] [PubMed]
- Basnet, R.M.; Zizioli, D.; Taweedet, S.; Finazzi, D.; Memo, M. Zebrafish Larvae as a Behavioral Model in Neuropharmacology. Biomedicines 2019, 7, 23. [Google Scholar] [CrossRef] [PubMed]
- Ingebretson, J.J.; Masino, M.A. Quantification of locomotor activity in larval zebrafish: considerations for the design of high-throughput behavioral studies. Front. Neural Circuits 2013, 7, 109. [Google Scholar] [CrossRef] [PubMed]
- Teixidó, E.; Riera-Colomer, C.; Raldúa, D.; Pubill, D.; Escubedo, E.; Barenys, M.; López-Arnau, R. First-Generation Synthetic Cathinones Produce Arrhythmia in Zebrafish Eleutheroembryos: A New Approach Methodology for New Psychoactive Substances Cardiotoxicity Evaluation. Int. J. Mol. Sci. 2023, 24, 13869. [Google Scholar] [CrossRef] [PubMed]
- Aljabasini, O.; Tagkalidou, N.; Pazos, M.D.; García-Díez, G.; Prats, E.; Seco, R.; Berzosa, X.; López-Arnau, R.; Raldua, D. Integrated Assessment of Neurobehavioral and Cardiotoxic Effects of Pyrrolidine-Containing Cathinones in Zebrafish: Structural Determinants of Functional Safety Profiles. Int. J. Mol. Sci. 2026, 27, 3141. [Google Scholar] [CrossRef] [PubMed]
- Nadal-Gratacós, N.; Ríos-Rodríguez, E.; Pubill, D.; Batllori, X.; Camarasa, J.; Escubedo, E.; Berzosa, X.; López-Arnau, R. Structure–Activity Relationship of N-Ethyl-Hexedrone Analogues: Role of the α-Carbon Side-Chain Length in the Mechanism of Action, Cytotoxicity, and Behavioral Effects in Mice. ACS Chem. Neurosci. 2023, 14, 787–799. [Google Scholar] [CrossRef] [PubMed]
- Matsunaga, T.; Morikawa, Y.; Tanigawa, M.; Kamata, K.; Shibata, A.; Sasajima, Y.; Suenami, K.; Sato, K.; Takekoshi, Y.; Endo, S.; et al. Structure-activity relationship for toxicity of α-pyrrolidinophenones in human aortic endothelial cells. Forensic Toxicol. 2017, 35, 309–316. [Google Scholar] [CrossRef]
- Aljabasini, O.; Tagkalidou, N.; Bedrossiantz, J.; Prats, E.; López-Arnau, R.; Raldúa, D. Integrated Assessment of the Cardiotoxic and Neurobehavioral Effects of 3,4-Methylenedioxypyrovalerone (MDPV) in Zebrafish Embryos. Int. J. Mol. Sci. 2026, 27(1), 59. [Google Scholar] [CrossRef] [PubMed]




| Compound | EC50 (µM) | 95% CI (EC50) | Hill slope | 95% CI (Hill) |
| Diheptylone | 118.3 | 45.6-168.5 | 0.56 | 0.30-0.83 |
| Dihexylone | 332.5 | 296.6-366.6 | 0.88 | 0.72-1.04 |
| Pentylone | 359.6 | 332.4-386.3 | 1.08 | 0.94-1.21 |
| Dipentylone | 608.5 | 551.8-676.8 | 0.90 | 0.74-1.06 |
| Butylone | 792.2 | 750.6-839.7 | 1.42 | 1.28-1.57 |
| Dibutylone | 1428.0 | 1247.0-1712.0 | 0.99 | 0.82-1.16 |
| Methylone | 1552.0 | 1342.0-1902.0 | 1.42 | 1.15-1.72 |
| Dimethylone | 1804.0 | 1537.0-2233.0 | 0.81 | 0.69-0.94 |
| Compound | EC50 (µM) | 95% CI (EC50) | Hill slope | 95% CI (Hill) |
| Diheptylone | 237.3 | N.E. | 19.15 | N.E. |
| Dihexylone | 370.8 | 301.0-455.6 | 3.35 | 1.75-6.65 |
| Dimethylone | 488.8 | N.E. | 35.42 | N.E. |
| Dipentylone | 593.7 | 458.1-794.2 | 3.13 | N.E. |
| Pentylone | 707.1 | 706.2-708.0 | 7.94 | 7.91-7.97 |
| Butylone | 1007.0 | N.E. | 34.92 | N.E. |
| Dibutylone | 1107.0 | 846.9-2330.0 | 2.06 | 0.87-5.24 |
| Methylone | 1610.0 | 1301.0-2285.0 | 2.30 | 1.50-3.92 |
| Compound | 0-15 min | 45-60 min | 105-120 min | Locomotor EC50-like (µM) |
| Methylone | 94.9 / 105.7 / 88.3 | 25.9 / 24.5 / 23.3 | 106.4 / 78.7 / 48.2 | 4.38 |
| Butylone | 103.1 / 107.6 / 82.5 | 88.8 / 45.4 / 22.8 | 65.8 / 57.3 / 50.4 | >5 |
| Pentylone | 101.0 / 93.1 / 37.6 | 47.1 / 67.0 / 42.1 | 93.8 / 221.4 / 66.2 | >5 |
| Dimethylone | 104.0 / 97.8 / 62.4 | 69.7 / 20.0 / 26.5 | 89.0 / 64.5 / 50.1 | >5 |
| Dibutylone | 102.0 / 100.9 / 53.4 | 60.8 / 74.2 / 28.8 | 88.9 / 79.1 / 54.7 | >5 |
| Dipentylone | 99.1 / 73.4 / 30.8 | 44.8 / 27.9 / 11.2 | 72.7 / 23.5 / 20.7 | 0.145 |
| Dihexylone | 88.9 / 59.0 / 12.9 | 31.8 / 47.3 / 12.4 | 54.3 / 43.1 / 11.9 | 0.121 |
| Diheptylone | 106.0 / 86.0 / 8.5 | 55.9 / 39.0 / 14.1 | 70.1 / 66.9 / 26.8 | 1.32 |
| Compound | Atrial EC50 (µM) | AV block EC50 (µM) | Locomotor EC50-like (µM) | FSI |
| Methylone | 1552.0 | 1610.0 | 4.38 | 367.6 |
| Butylone | 792.2 | 1007.0 | >5 | <201.4 |
| Pentylone | 359.6 | 707.1 | >5 | <141.4 |
| Dimethylone | 1804.0 | 488.8 | >5 | <97.8 |
| Dibutylone | 1428.0 | 1107.0 | >5 | <221.4 |
| Dipentylone | 608.5 | 593.7 | 0.145 | 4094.5 |
| Dihexylone | 332.5 | 370.8 | 0.121 | 3064.5 |
| Diheptylone | 118.3 | 237.3 | 1.32 | 179.8 |
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