Evidence mapPaperPMID 40647041Full record

ArticleFoods (Basel, Switzerland)2025

The Use of NIR Spectroscopy and Chemometrics to Identify the Thermal Treatment of Milk in Fiore Sardo PDO Cheese to Detect Fraud.

Marco Caredda, Alessio Silvio Dedola, Massimo Pes, Margherita Addis

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Marco CareddaAgris Sardegna, Servizio Ricerca Prodotti di Origine Animale, Loc. Bonassai, 07100 Sassari, Italy.ORCID 0000-0002-5297-5702
Alessio Silvio DedolaAgris Sardegna, Servizio Ricerca Prodotti di Origine Animale, Loc. Bonassai, 07100 Sassari, Italy.ORCID 0009-0005-1985-6073
Massimo PesAgris Sardegna, Servizio Ricerca Prodotti di Origine Animale, Loc. Bonassai, 07100 Sassari, Italy.ORCID 0000-0001-5858-5695
Margherita AddisAgris Sardegna, Servizio Ricerca Prodotti di Origine Animale, Loc. Bonassai, 07100 Sassari, Italy.ORCID 0000-0002-1536-7433

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The production of Fiore Sardo cheese is regulated by the specification of the Protected Designation of Origin (PDO), which aims to guarantee the specific area of production, the know-how of local producers, and the specific use of raw milk from Sarda sheep. The thermization of milk is a sub-pasteurization process that is commonly used in cheese-making to lower the bacterial load and increase the shelf life of the product; it is therefore a cause of non-compliance with the PDO specification of Fiore Sardo cheese, allowing producers to gain practical and economic advantages. In this work, NIR spectroscopy coupled with multivariate discriminant analysis was used to identify the thermal treatment of milk in Fiore Sardo cheese samples. Cheeses were produced using raw milk (38 °C), low-thermized milk (57 °C for 30 s), and high-thermized milk (68 °C for 30 s). The NIR spectra of the cheeses were used to build discriminant models for individuating the thermal treatment of the processed milk. The obtained discriminant models were able to correctly classify about 90% of the Fiore Sardo cheese samples. This method could be suitable as a screening technique to authenticate Fiore Sardo PDO cheese.

Indexed as

Fiore Sardo PDOgenetic algorithmslinear discriminant analysismilk thermal treatmentNIR spectroscopysheep cheese

Identifiers

PMID40647041
PMCPMC12248494

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.