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PLATERO: A Calibration Protocol for Plate Reader Green Fluorescence Measurements

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PLATERO: A Calibration Protocol for Plate Reader Green Fluorescence Measurements

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dc.contributor.author González-Cebrián, Alba es_ES
dc.contributor.author Borràs-Ferrís, Joan es_ES
dc.contributor.author Boada-Acosta, Yadira Fernanda es_ES
dc.contributor.author Vignoni, Alejandro es_ES
dc.contributor.author Ferrer, Alberto es_ES
dc.contributor.author Picó, Jesús es_ES
dc.date.accessioned 2024-05-14T18:03:36Z
dc.date.available 2024-05-14T18:03:36Z
dc.date.issued 2023-01-20 es_ES
dc.identifier.uri http://hdl.handle.net/10251/204157
dc.description.abstract [EN] One of the most common sources of information in Synthetic Biology is the data coming from plate reader fluorescence measurements. These experiments provide a measure of the light emitted by a certain fluorescent molecule, such as the Green Fluorescent Protein (GFP). However, these measurements are generally expressed in arbitrary units and are affected by the measurement device gain. This limits the range of measurements in a single experiment and hampers the comparison of results among experiments. In this work, we describe PLATERO, a calibration protocol to express fluorescence measures in concentration units of a reference fluorophore. The protocol removes the gain effect of the measurement device on the acquired data. In addition, the fluorescence intensity values are transformed into units of concentration using a Fluorescein calibration model. Both steps are expressed in a single mathematical expression that returns normalized, gain-independent, and comparable data, even if the acquisition was done at different device gain levels. Most important, the PLATERO embeds a Linearity and Bias Analysis that provides an assessment of the uncertainty of the model estimations, and a Reproducibility and Repeatability analysis that evaluates the sources of variability originating from the measurements and the equipment. All the functions used to build the model, exploit it with new data, and perform the uncertainty and variability assessment are available in an open access repository. es_ES
dc.description.sponsorship This research was funded by MCIN/AEI/10.13039/501100011033 grant numbers PID2020-117271RB-C21 and PID2020-119262RB-I00, Generalitat Valenciana grants CIAICO/2021/159 and CIAICO/2021/111, and Universitat Politècnica de València grants PAID-01-17 (AG-C) and PAID10-21 (YB). YB thanks to Secretaría de Educación Superior, Ciencia, Tecnología e Innovación of Ecuador (Scholarship Convocatoria Abierta 2011). es_ES
dc.language Inglés es_ES
dc.publisher Frontiers Media S.A. es_ES
dc.relation.ispartof Frontiers in Bioengineering and Biotechnology es_ES
dc.rights Reconocimiento (by) es_ES
dc.subject Fluorescence measurements es_ES
dc.subject Measurement data standardization es_ES
dc.subject Measurement system analysis es_ES
dc.subject Plate reader es_ES
dc.subject Units conversion model es_ES
dc.subject.classification INGENIERIA DE SISTEMAS Y AUTOMATICA es_ES
dc.subject.classification ESTADISTICA E INVESTIGACION OPERATIVA es_ES
dc.title PLATERO: A Calibration Protocol for Plate Reader Green Fluorescence Measurements es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.3389/fbioe.2023.1104445 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-117271RB-C21/ES/REGULACION DINAMICA MULTI-ESCALA EN INGENIERIA METABOLICA: CONTROL REALIMENTADO Y CICLO DBTL AUTOMATIZADO / es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-119262RB-I00/ES/TECNICAS ESTADISTICAS MULTIVARIANTES BASADAS EN VARIABLES LATENTES PARA EL DESARROLLO DE BIOMARCADORES DE IMAGEN PARA LA DIAGNOSIS Y PROGNOSIS DE CANCER DE MAMA/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/UPV//PAID-01-17/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/GVA//CIAICO%2F2021%2F111/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingeniería del Diseño - Escola Tècnica Superior d'Enginyeria del Disseny es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingenieros Industriales - Escola Tècnica Superior d'Enginyers Industrials es_ES
dc.description.bibliographicCitation González-Cebrián, A.; Borràs-Ferrís, J.; Boada-Acosta, YF.; Vignoni, A.; Ferrer, A.; Picó, J. (2023). PLATERO: A Calibration Protocol for Plate Reader Green Fluorescence Measurements. Frontiers in Bioengineering and Biotechnology. 11. https://doi.org/10.3389/fbioe.2023.1104445 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.3389/fbioe.2023.1104445 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 11 es_ES
dc.identifier.eissn 2296-4185 es_ES
dc.identifier.pmid 36741754 es_ES
dc.identifier.pmcid PMC9895789 es_ES
dc.relation.pasarela S\481172 es_ES
dc.contributor.funder Generalitat Valenciana es_ES
dc.contributor.funder AGENCIA ESTATAL DE INVESTIGACION es_ES
dc.contributor.funder Universitat Politècnica de València es_ES
dc.contributor.funder Secretaría de Educación Superior, Ciencia, Tecnología e Innovación, Ecuador es_ES


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