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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...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10293677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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