4.7 Article

Harnessing the Full Power of Chemometric-Based Analysis of Total Reflection X-ray Fluorescence Spectral Data to Boost the Identification of Seafood Provenance and Fishing Areas

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Biochemistry & Molecular Biology

Elemental Chemometrics as Tools to Depict Stalked Barnacle (Pollicipes pollicipes) Harvest Locations and Food Safety

Bernardo Duarte et al.

Summary: The elemental profile of stalked barnacles from different geographical sites along the Portuguese coast was analyzed using various chemometric multivariate approaches. Variable selection methods significantly improved the classification accuracy and reduced background noise, indicating the reliability of these methods. The study also provided information on the risk of consuming these animals in different geographical areas.

MOLECULES (2022)

Article Food Science & Technology

Elemental fingerprinting of thornback ray (Raja clavata) muscle tissue as a tracer for provenance and food safety assessment

Bernardo Duarte et al.

Summary: Evaluation of multi-elemental signatures is increasingly used to confirm the origin of animal products, but its efficacy for mobile organisms like fish is still not well understood. The study successfully identified the fishing area of thornback ray individuals and found higher concentrations of certain elements in areas with more urbanization/industrialization.

FOOD CONTROL (2022)

Article Food Science & Technology

Fatty acid profiles as natural tracers of provenance and lipid quality indicators in illegally sourced fish and bivalves

Vanessa F. Fonseca et al.

Summary: Fatty acid profiling is shown to be an effective tool in tracing the geographic origins of seafood products from small-scale fisheries, providing high classification accuracy and determining food lipid quality indices. Despite variations among collection sites, the fatty acid profiling highlights the potential for integration into broader regulatory monitoring frameworks for seafood products.

FOOD CONTROL (2022)

Article Chemistry, Applied

Written in ink: Elemental signatures in octopus ink successfully trace geographical origin

Bernardo Duarte et al.

Summary: In recent years, there has been increasing attention to the validation of seafood authenticity and provenance, especially in highly valuable and highly consumed seafood products like the common octopus. The analysis of octopus ink can be used to differentiate different collection areas and assess their food safety.

JOURNAL OF FOOD COMPOSITION AND ANALYSIS (2022)

Article Food Science & Technology

Country of origin label monitoring of musky and common octopuses (Eledone spp. and Octopus vulgaris) by means of a portable near-infrared spectroscopic device

Maria Olga Varra et al.

Summary: This study assessed the geographic origin of two octopus species using miniaturized and portable NIR spectroscopy instruments combined with machine learning. The results showed that linear tools were the most powerful and stable techniques, and the combination of portable NIR spectroscopy and machine learning could be used to create an automated analytical platform for on-site and in-line monitoring of fishery products.

FOOD CONTROL (2022)

Article Biodiversity Conservation

Prevalence of phylogenetic over environmental drivers on the fatty acid profiles of the adductor muscle of marine bivalves and its relevance for traceability

Fernando Ricardo et al.

Summary: The fatty acid profiles of the adductor muscle of marine bivalves can be used to trace their geographic origin and are crucial for food safety. Research shows that phylogenetic factors prevail over environmental factors in shaping the fatty acid profiles, with species belonging to the same infraclass showing higher similarities.

ECOLOGICAL INDICATORS (2021)

Article Biodiversity Conservation

Assessing the use of surrogate species for a more cost-effective traceability of geographic origin using elemental fingerprints of bivalve shells

Renato Mamede et al.

Summary: Illegal, unreported and unregulated fishing poses a threat to marine ecosystems and consumers' health due to fraudulent mislabeling of seafood. Reliable tools to confirm seafood origin are crucial, but the accuracy of reference models is limited by the need for species sampling. This study evaluated the potential of using elemental fingerprints of bivalve shells as a cost-efficient tool to trace geographic origin, with promising results on the interchangeability of species as surrogates.

ECOLOGICAL INDICATORS (2021)

Article Food Science & Technology

Trace elemental fingerprinting of shells and soft tissues can identify the time of blue mussel (Mytilus edulis) harvesting

Matthew Bennion et al.

Summary: The global reliance on seafood as a source of animal protein is increasing, with a shift towards farmed produce over wild caught due to various factors. Despite rising production, factors like disease outbreaks, toxic algae blooms, pollution, and food fraud continue to pose risks to the market, highlighting the need for accurate traceability tools for regulators to ensure consumer safety and trust. Techniques like trace element fingerprinting show promise in identifying the location and date of harvest of bivalve shellfish, providing a reliable scientific-based tool for seafood regulators to maintain food safety standards.

FOOD CONTROL (2021)

Article Food Science & Technology

Near infrared spectral fingerprinting: A tool against origin-related fraud in the sector of processed anchovies

Maria Olga Varra et al.

Summary: This study utilized NIR spectroscopy to evaluate the geographical traceability of salted ripened anchovies, achieving >98% sensitivity, >99% specificity, and >99% accuracy by developing and optimizing discrimination models based on orthogonal partial least square-discriminant analysis. The method can accurately identify the geographical origin of anchovies from different regions.

FOOD CONTROL (2021)

Article Chemistry, Applied

Multi-element signature of cuttlefish and its potential for the discrimination of different geographical provenances and traceability

Maria Olga Varra et al.

Summary: In this study, origin discrimination of Italian traditional cuttlefish was conducted using Q-ICP-MS and direct mercury analysis, and chemometric techniques were employed to process 204 mass spectra profiles of 68 specimens. VIP-PLS-DA was identified as the best variable selection-discriminant tool combo for classifying samples with high sensitivity, specificity, and accuracy.

FOOD CHEMISTRY (2021)

Article Automation & Control Systems

mdatools - R package for chemometrics

Sergey Kucheryayskiy

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2020)

Article Food Science & Technology

An Overview on the Applications of Typical Non-linear Algorithms Coupled With NIR Spectroscopy in Food Analysis

Muhammad Zareef et al.

FOOD ENGINEERING REVIEWS (2020)

Letter Biochemistry & Molecular Biology

DNA barcoding validates species labelling of certified seafood

Jaco Barendse et al.

CURRENT BIOLOGY (2019)

Review Chemistry, Analytical

Application of chemometric methods to XRF-data - A tutorial review

Vitaly Panchuk et al.

ANALYTICA CHIMICA ACTA (2018)

Article Food Science & Technology

Seafood substitution and mislabeling in Brussels' restaurants and canteens

Henrik Christiansen et al.

FOOD CONTROL (2018)

Article Chemistry, Applied

Evaluation of fatty acids and inorganic elements by multivariate statistics for the traceability of the Sicilian Capparis spinosa L.

Antonio F. Mottese et al.

JOURNAL OF FOOD COMPOSITION AND ANALYSIS (2018)

Article Multidisciplinary Sciences

Global trade statistics lack granularity to inform traceability and management of diverse and high-value fishes

Donna-Maree Cawthorn et al.

SCIENTIFIC REPORTS (2017)

Article Biochemical Research Methods

mixOmics: An R package for 'omics feature selection and multiple data integration

Florian Rohart et al.

PLOS COMPUTATIONAL BIOLOGY (2017)

Article Multidisciplinary Sciences

Harvest locations of goose barnacles can be successfully discriminated using trace elemental signatures

Rui Albuquerque et al.

SCIENTIFIC REPORTS (2016)

Article Marine & Freshwater Biology

Trace elemental patterns in Humboldt squid statoliths from three geographic regions

N. Scarlett M. Arbuckle et al.

HYDROBIOLOGIA (2014)

Article Instruments & Instrumentation

Optimizing Savitzky-Golay Parameters for Improving Spectral Resolution and Quantification in Infrared Spectroscopy

Boris Zimmermann et al.

APPLIED SPECTROSCOPY (2013)

Article Chemistry, Analytical

Multi-element and multi-isotope-ratio analysis to determine the geographical origin of foods in the European Union

Spiros A. Drivelos et al.

TRAC-TRENDS IN ANALYTICAL CHEMISTRY (2012)

Review Food Science & Technology

DNA-Based methods for the identification of commercial fish and seafood species

Rosalee S. Rasmussen et al.

COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY (2008)

Article Computer Science, Artificial Intelligence

An introduction to ROC analysis

Tom Fawcett

PATTERN RECOGNITION LETTERS (2006)

Article Biochemical Research Methods

Prediction error estimation: a comparison of resampling methods

AM Molinaro et al.

BIOINFORMATICS (2005)

Review Food Science & Technology

Tracing the geographical origin of food: The application of multi-element and multi-isotope analysis

S Kelly et al.

TRENDS IN FOOD SCIENCE & TECHNOLOGY (2005)