Evidence map›Paper›PMID 37112358›Full record

ReviewSensors (Basel, Switzerland)2023

Review on Sensor Array-Based Analytical Technologies for Quality Control of Food and Beverages.

Abhishek Kumar, Mickael Castro, Jean-François Feller

Abstract readReview
In one paragraph

Review in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Sensor Arrays: A Comprehensive Systematic Review.Sensors (Basel, Switzerland) · 2025
    Review
  4. Review
  5. Influence ofFoods (Basel, Switzerland) · 2025
    Article
  6. Review
  7. Review
  8. Article
  9. Article
  10. Article
  11. Review
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

3 authors.

Abhishek KumarSmart Plastics Group, Institut de Recherche Dupuy de Lôme, CNRS 6027, University of South Brittany (UBS), Rue de Saint Maude, 56100 Lorient, France.ORCID 0000-0002-4306-9644
Mickael CastroSmart Plastics Group, Institut de Recherche Dupuy de Lôme, CNRS 6027, University of South Brittany (UBS), Rue de Saint Maude, 56100 Lorient, France.ORCID 0000-0002-9694-9274
Jean-François FellerSmart Plastics Group, Institut de Recherche Dupuy de Lôme, CNRS 6027, University of South Brittany (UBS), Rue de Saint Maude, 56100 Lorient, France.ORCID 0000-0003-2000-4247

Funding

Regional Council of Brittany SENSEVOC
6 · The paper itself

Abstract

Food quality control is an important area to address, as it directly impacts the health of the whole population. To evaluate the food authenticity and quality, the organoleptic feature of the food aroma is very important, such that the composition of volatile organic compounds (VOC) is unique in each aroma, providing a basis to predict the food quality. Different types of analytical approaches have been used to assess the VOC biomarkers and other parameters in the food. The conventional approaches are based on targeted analyses using chromatography and spectroscopies coupled with chemometrics, which are highly sensitive, selective, and accurate to predict food authenticity, ageing, and geographical origin. However, these methods require passive sampling, are expensive, time-consuming, and lack real-time measurements. Alternately, gas sensor-based devices, such as the electronic nose (e-nose), bring a potential solution for the existing limitations of conventional methods, offering a real-time and cheaper point-of-care analysis of food quality assessment. Currently, research advancement in this field involves mainly metal oxide semiconductor-based chemiresistive gas sensors, which are highly sensitive, partially selective, have a short response time, and utilize diverse pattern recognition methods for the classification and identification of biomarkers. Further research interests are emerging in the use of organic nanomaterials in e-noses, which are cheaper and operable at room temperature.

Indexed as

Volatile Organic CompoundsBeveragesBiomarkersElectronic NoseFood QualityQuality ControlBiomarkersVolatile Organic Compoundschemometricse-nosefood quality controlgas sensorsnanomaterialsvolatolomics

Identifiers

PMID37112358
PMCPMC10141392

What OpenQuestion holds

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Registered trials

None linked

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.