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Reducing Results Variance in Lifespan Machines: An Analysis of the Influence of Vibrotaxis on Wild-Type Caenorhabditis elegans for the Death Criterion

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Reducing Results Variance in Lifespan Machines: An Analysis of the Influence of Vibrotaxis on Wild-Type Caenorhabditis elegans for the Death Criterion

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dc.contributor.author Puchalt-Rodríguez, Joan Carles es_ES
dc.contributor.author Layana-Castro, Pablo Emmanuel es_ES
dc.contributor.author Sánchez Salmerón, Antonio José es_ES
dc.date.accessioned 2021-11-05T14:12:15Z
dc.date.available 2021-11-05T14:12:15Z
dc.date.issued 2020-11 es_ES
dc.identifier.uri http://hdl.handle.net/10251/176496
dc.description.abstract [EN] Nowadays, various artificial vision-based machines automate the lifespan assays of C. elegans. These automated machines present wider variability in results than manual assays because in the latter worms can be poked one by one to determine whether they are alive or not. Lifespan machines normally use a "dead or alive criterion" based on nematode position or pose changes, without poking worms. However, worms barely move on their last days of life, even though they are still alive. Therefore, a long monitoring period is necessary to observe motility in order to guarantee worms are actually dead, or a stimulus to prompt worm movement is required to reduce the lifespan variability measure. Here, a new automated vibrotaxis-based method for lifespan machines is proposed as a solution to prompt a motion response in all worms cultured on standard Petri plates in order to better distinguish between live and dead individuals. This simple automated method allows the stimulation of all animals through the whole plate at the same time and intensity, increasing the experiment throughput. The experimental results exhibited improved live-worm detection using this method, and most live nematodes (>93%) reacted to the vibration stimulus. This method increased machine sensitivity by decreasing results variance by approximately one half (from +/- 1 individual error per plate to +/- 0.6) and error in lifespan curve was reduced as well (from 2.6% to 1.2%). es_ES
dc.description.sponsorship This study was also supported by the Universitat Politecnica de Valencia with Project 20170020-UPV, Plan Nacional de I+D with Project RTI2018-094312-B-I00 and by European FEDER funds. ADM Nutrition, Biopolis SL and Archer Daniels Midland provided support in the supply of C. elegans. es_ES
dc.language Inglés es_ES
dc.publisher MDPI AG es_ES
dc.relation.ispartof Sensors es_ES
dc.rights Reconocimiento (by) es_ES
dc.subject Image processing es_ES
dc.subject Lifespan automation es_ES
dc.subject C. elegans es_ES
dc.subject.classification INGENIERIA DE SISTEMAS Y AUTOMATICA es_ES
dc.title Reducing Results Variance in Lifespan Machines: An Analysis of the Influence of Vibrotaxis on Wild-Type Caenorhabditis elegans for the Death Criterion es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.3390/s20215981 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV//20170020-UPV/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI//RTI2018-094312-B-I00-AR//MONITORIZACION AVANZADA DE COMPORTAMIENTOS DE CAENORHABDITIS ELEGANS, BASADA EN VISION ACTIVA, PARA ANALIZAR FUNCION COGNITIVA Y ENVEJECIMIENTO/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería de Sistemas y Automática - Departament d'Enginyeria de Sistemes i Automàtica es_ES
dc.description.bibliographicCitation Puchalt-Rodríguez, JC.; Layana-Castro, PE.; Sánchez Salmerón, AJ. (2020). Reducing Results Variance in Lifespan Machines: An Analysis of the Influence of Vibrotaxis on Wild-Type Caenorhabditis elegans for the Death Criterion. Sensors. 20(21):1-17. https://doi.org/10.3390/s20215981 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.3390/s20215981 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 17 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 20 es_ES
dc.description.issue 21 es_ES
dc.identifier.eissn 1424-8220 es_ES
dc.identifier.pmid 33105730 es_ES
dc.identifier.pmcid PMC7660079 es_ES
dc.relation.pasarela S\421080 es_ES
dc.contributor.funder AGENCIA ESTATAL DE INVESTIGACION es_ES
dc.contributor.funder European Regional Development Fund es_ES
dc.contributor.funder Universitat Politècnica de València es_ES
dc.subject.ods 03.- Garantizar una vida saludable y promover el bienestar para todos y todas en todas las edades es_ES


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