Evidence map›Paper›PMID 36615229›Full record

ArticleMolecules (Basel, Switzerland)2022

A Novel FTIR-Based Chemometric Solution for the Assessment of Saffron Adulteration with Non-Fresh Stigmas.

Martina Foschi, Ludovica Tozzi, Francesca Di Donato, Alessandra Biancolillo, Angelo Antonio D'Archivio

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Frontiers in molecular neuroscience · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Martina FoschiDepartment of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 Coppito, L'Aquila, Italy.ORCID 0000-0002-7398-5221
Ludovica TozziDepartment of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 Coppito, L'Aquila, Italy.
Francesca Di DonatoDepartment of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 Coppito, L'Aquila, Italy.ORCID 0000-0003-0633-9016
Alessandra BiancolilloDepartment of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 Coppito, L'Aquila, Italy.ORCID 0000-0002-9461-9597
Angelo Antonio D'ArchivioDepartment of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 Coppito, L'Aquila, Italy.ORCID 0000-0002-1198-6747

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of fast, non-destructive, and green methods with adequate sensitivity for saffron authentication has important implications in the quality control of the entire production chain of this precious spice. In this context, the highly suitable sensitivity of a spectroscopic method coupled with chemometrics was verified. A total number of 334 samples were analyzed using attenuated-total-reflectance Fourier-transform infrared (ATR-FTIR) spectroscopy; the collected spectra were processed by partial-least-squares discriminant analysis (PLS-DA) to evaluate the feasibility of this study for the discrimination between compliant saffron (fresh samples produced in 2020) and saffron samples adulterated with non-fresh stigmas produced in 2018 and 2016. PLS-DA was able to classify the saffron samples in accordance with the aging time and to discriminate fresh samples from the samples adulterated with non-fresh (legally expired) stigmas, achieving 100% of both sensitivity and specificity in external prediction. Moreover, PLS regression was able to predict the adulteration level with sufficient accuracy (the root-mean-square error of prediction was approximately 3-5%). In summary, ATR-FTIR and chemometrics can be employed to highlight the illegal blending of fresh saffron with unsold stocks of expired saffron, which may be a common fraudulent practice not yet considered in the scientific literature.

Indexed as

CrocusChemometricsLeast-Squares AnalysisSpectroscopy, Fourier Transform InfraredSpicesadulterationchemometricsexpired spiceinfrared spectroscopyPLS-DAsaffronspice

Identifiers

PMID36615229
PMCPMC9821794

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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 OpenQuestion graph.