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Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021

Shellfish sanitary controls are very important to guarantee consumer health because bivalve molluscs (BVM) are filter-feeders so they can accumulate pathogens, environmental contaminants and biotoxins produced by some algae, causing infections and food poisoning in humans after ingestion. The purpos...

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Autores principales: Vaccaro, Erica, Ciccotelli, Valentina, Oliveri, Paolo, Battistini, Roberta, Capelli, Cristina, Lottici, Stefano, Melchiorre, Nunzia, Smirnova, Elena, Ferro, Marta, Costa, Erica, Betti, Barbara, Vivaldi, Barbara, Masotti, Chiara, Serracca, Laura, Iacona, Francesco, Orlandi, Mino, Ercolini, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10293677/
https://www.ncbi.nlm.nih.gov/pubmed/37383211
http://dx.doi.org/10.1016/j.heliyon.2023.e17032
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author Vaccaro, Erica
Ciccotelli, Valentina
Oliveri, Paolo
Battistini, Roberta
Capelli, Cristina
Lottici, Stefano
Melchiorre, Nunzia
Smirnova, Elena
Ferro, Marta
Costa, Erica
Betti, Barbara
Vivaldi, Barbara
Masotti, Chiara
Serracca, Laura
Iacona, Francesco
Orlandi, Mino
Ercolini, Carlo
author_facet Vaccaro, Erica
Ciccotelli, Valentina
Oliveri, Paolo
Battistini, Roberta
Capelli, Cristina
Lottici, Stefano
Melchiorre, Nunzia
Smirnova, Elena
Ferro, Marta
Costa, Erica
Betti, Barbara
Vivaldi, Barbara
Masotti, Chiara
Serracca, Laura
Iacona, Francesco
Orlandi, Mino
Ercolini, Carlo
author_sort Vaccaro, Erica
collection PubMed
description Shellfish sanitary controls are very important to guarantee consumer health because bivalve molluscs (BVM) are filter-feeders so they can accumulate pathogens, environmental contaminants and biotoxins produced by some algae, causing infections and food poisoning in humans after ingestion. The purpose of this work was to analyse with chemometric methods the historical data relating to routine analyses carried out by the competent authority (Liguria Local Health Unit, National Health Service) on the BVM reared in a shellfish farm located in the Gulf of La Spezia (Italy). Chemometric analysis was aimed at identifying any correlations between the variables, as well as any seasonal trends and similarities between the stations, in order to be able to provide further material for a more accurate risk assessment and to improve the monitoring organization for example by reducing sampling stations and/or sampling frequency. The dataset used included 31 variables classified as biotoxicological, microbiological and chemical variables, measured twice a week, monthly or half yearly respectively, for a total of 6 years (from 2015 to 2021), on samples of Mytilus galloprovincialis coming from 7 monitoring stations. The results obtained by the application of principal component analysis have shown positive alga-biotoxin correlations, as well as seasonal trends linked to algae growth, with a greater algal biomass and their toxins during the spring months. In addition, periods characterised by low rainfall were found to affect algal development, promoting especially species such as Dinophysis spp. Considering the microbiological and biotoxicological variables, significant differences between the monitoring stations were not found. However, stations could be distinguished on the basis of the nature of the predominant chemical pollutants.
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spelling pubmed-102936772023-06-28 Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021 Vaccaro, Erica Ciccotelli, Valentina Oliveri, Paolo Battistini, Roberta Capelli, Cristina Lottici, Stefano Melchiorre, Nunzia Smirnova, Elena Ferro, Marta Costa, Erica Betti, Barbara Vivaldi, Barbara Masotti, Chiara Serracca, Laura Iacona, Francesco Orlandi, Mino Ercolini, Carlo Heliyon Research Article Shellfish sanitary controls are very important to guarantee consumer health because bivalve molluscs (BVM) are filter-feeders so they can accumulate pathogens, environmental contaminants and biotoxins produced by some algae, causing infections and food poisoning in humans after ingestion. The purpose of this work was to analyse with chemometric methods the historical data relating to routine analyses carried out by the competent authority (Liguria Local Health Unit, National Health Service) on the BVM reared in a shellfish farm located in the Gulf of La Spezia (Italy). Chemometric analysis was aimed at identifying any correlations between the variables, as well as any seasonal trends and similarities between the stations, in order to be able to provide further material for a more accurate risk assessment and to improve the monitoring organization for example by reducing sampling stations and/or sampling frequency. The dataset used included 31 variables classified as biotoxicological, microbiological and chemical variables, measured twice a week, monthly or half yearly respectively, for a total of 6 years (from 2015 to 2021), on samples of Mytilus galloprovincialis coming from 7 monitoring stations. The results obtained by the application of principal component analysis have shown positive alga-biotoxin correlations, as well as seasonal trends linked to algae growth, with a greater algal biomass and their toxins during the spring months. In addition, periods characterised by low rainfall were found to affect algal development, promoting especially species such as Dinophysis spp. Considering the microbiological and biotoxicological variables, significant differences between the monitoring stations were not found. However, stations could be distinguished on the basis of the nature of the predominant chemical pollutants. Elsevier 2023-06-15 /pmc/articles/PMC10293677/ /pubmed/37383211 http://dx.doi.org/10.1016/j.heliyon.2023.e17032 Text en © 2023 The Authors. Published by Elsevier Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Vaccaro, Erica
Ciccotelli, Valentina
Oliveri, Paolo
Battistini, Roberta
Capelli, Cristina
Lottici, Stefano
Melchiorre, Nunzia
Smirnova, Elena
Ferro, Marta
Costa, Erica
Betti, Barbara
Vivaldi, Barbara
Masotti, Chiara
Serracca, Laura
Iacona, Francesco
Orlandi, Mino
Ercolini, Carlo
Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021
title Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021
title_full Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021
title_fullStr Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021
title_full_unstemmed Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021
title_short Shellfish sanitation monitoring in La Spezia gulf: Chemometric evaluation of data from 2015 to 2021
title_sort shellfish sanitation monitoring in la spezia gulf: chemometric evaluation of data from 2015 to 2021
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10293677/
https://www.ncbi.nlm.nih.gov/pubmed/37383211
http://dx.doi.org/10.1016/j.heliyon.2023.e17032
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