title: Assessment of cardiotoxicity and effects of malathion on the early development of zebrafish (Danio rerio) using computer vision for heart rate quantification.
abstract: Malathion, a common organophosphate insecticide, is a proven acetylcholinesterase inhibitor and is the most applied organophosphate insecticide in the United States. The use of zebrafish as a model to study the effects of pesticides on development is an innovative approach yielding relevant implications for determining the potential toxic effects of these pesticides on humans. In this study, a simple noninvasive technique was developed to investigate the cardiotoxicity of malathion on Danio rerio embryos, and to detect and quantify its effect on heart rate. Videos were recorded under a stereomicroscope and examined with our custom-made software (FishBeat) to determine the heart rate of the embryos. The pixel average intensity frequency (PI) of the videos was computed at its maximum probability to indicate the average number of heartbeats per second. Experimental observations successfully demonstrated that this method was able to detect the heart rate of zebrafish embryos as compared with manual stopwatch counting, with no significant difference. Embryos were treated acutely with increasing malathion concentrations (33.3 and 50 μg/mL malathion) at 52, 76, and 96 hpf. Embryos treated with 33.3 μg/mL malathion had significant bradycardia at 52 and 76 hpf, whereas embryos treated with 50 μg/mL malathion presented bradycardia at all hpf. These novel observations confirmed that malathion, acting as an acetylcholinesterase inhibitor, induced heartbeat irregularity in zebrafish embryos.
authors.affiliation: Department of Biology, Manhattanville College , Purchase, New York.
authors.forename: Daniele
authors.initials: D
authors.lastname: Simoneschi
authors.forename: Francesco
authors.initials: F
authors.lastname: Simoneschi
authors.forename: Nancy E
authors.initials: NE
authors.lastname: Todd
mesh_terms: D000818:Animals; D001919:Bradycardia / Q000139:chemically induced / Q000503:physiopathology*; D066126:Cardiotoxicity / Q000209:etiology / Q000503:physiopathology; D004625:Embryo, Nonmammalian / Q000187:drug effects; D006334:Heart Function Tests / Q000379:methods*; D006339:Heart Rate / Q000187:drug effects*; D007306:Insecticides / Q000633:toxicity; D008294:Malathion / Q000633:toxicity*; D012984:Software; D018675:Toxicity Tests / Q000379:methods*; D014874:Water Pollutants, Chemical / Q000633:toxicity*; D015027:Zebrafish / Q000196:embryology / Q000378:metabolism*
chemical_list: D007306:Insecticides; D014874:Water Pollutants, Chemical; D008294:Malathion