Evidence map›Paper›PMID 38809328›Full record

ArticleMikrochimica acta2024

Transparent, flexible, and eco-friendly starch-based films for reversible optoelectronic noses for food spoilage monitoring in smart packaging.

Antonio Carlos Roveda, Bárbara Cristina Dias, Luan N Passini, Danilo Manzani, João Flávio da Silveira Petruci

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Article in Mikrochimica acta, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Antonio Carlos RovedaSão Carlos Institute of Chemistry - IQSC, University of São Paulo - USP, São Carlos, SP, Brazil.
Bárbara Cristina DiasInstitute of Chemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil.
Luan N PassiniSão Carlos Institute of Chemistry - IQSC, University of São Paulo - USP, São Carlos, SP, Brazil.
Danilo ManzaniSão Carlos Institute of Chemistry - IQSC, University of São Paulo - USP, São Carlos, SP, Brazil.
João Flávio da Silveira PetruciInstitute of Chemistry, Federal University of Uberlândia, Uberlândia, MG, Brazil. jfpetruci@gmail.com.ORCID http://orcid.org/0000-0003-1121-2503

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 403929/2021-0Fundação de Amparo à Pesquisa do Estado de Minas Gerais APQ-00196-22Fundação de Amparo à Pesquisa do Estado de São Paulo 2021/13985-1
6 · The paper itself

Abstract

A reversible optoelectronic nose is presented consisting of ten acid-base indicators incorporated into a starch-based film, covering a wide pH range. The starch substrate is odorless, biocompatible, flexible, and exhibits high tensile resistance. This optical artificial olfaction system was used to detect the early stages of food decomposition by exposing it to the volatile compounds produced during the spoialge process of three food products (beef, chicken, and pork). A smartphone was used to capture the color changes caused by intermolecular interactions between each dye and the emitted volatiles over time. Digital images were processed to generate a differential color map, which uses the observed color shifts to create a unique signature for each food product. To effectively discriminate among different samples and exposure times, we employed chemometric tools, including hierarchical cluster analysis (HCA) and principal component analysis (PCA). This approach detects food deterioration in a practical, cost-effective, and user-friendly manner, making it suitable for smart packaging. Additionally, the use of starch-based films in the food industry is preferable due to their biocompatibility and biodegradability characteristics.

Indexed as

Electronic NoseFood PackagingStarchAnimalsCattleChickensPrincipal Component AnalysisSmartphoneSwineVolatile Organic CompoundsStarchVolatile Organic CompoundsColorimetric sensor arrayFood spoilageOptoelectronic noseStarch films

Identifiers

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Textmetadata
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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.