Evidence map›Paper›PMID 41221636›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Food-Activated Microneedle Sensor for Real-Time, Colorimetric Spoilage Monitoring of Pre-Packaged Food.

Shadman Khan, Akansha Prasad, Mahum Javed, Roderick MacLachlan, Carlos D M Filipe, Tohid F Didar

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. 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. Review
  2. Review
  3. Article
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

6 authors.

Shadman KhanSchool of Environmental Sciences, University of Guelph, Guelph, ON, N1G 2W1, Canada.ORCID https://orcid.org/0000-0002-5088-3441
Akansha PrasadSchool of Biomedical Engineering, McMaster University, Hamilton, ON, L8S 4L8, Canada.ORCID https://orcid.org/0000-0002-2636-5097
Mahum JavedSchool of Biomedical Engineering, McMaster University, Hamilton, ON, L8S 4L8, Canada.
Roderick MacLachlanDepartment of Engineering Physics, McMaster University, Hamilton, ON, L8S4L7, Canada.ORCID https://orcid.org/0009-0001-6089-4478
Carlos D M FilipeDepartment of Chemical Engineering, McMaster University, Hamilton, ON, L8S 4L7, Canada.ORCID https://orcid.org/0000-0002-7410-3323
Tohid F DidarSchool of Biomedical Engineering, McMaster University, Hamilton, ON, L8S 4L8, Canada.ORCID https://orcid.org/0000-0002-8757-8002

Funding

Natural Sciences and Engineering Research Council of CanadaToyota Tsusho Canada Incorporated
6 · The paper itself

Abstract

At a time of growing food insecurity, developing technologies to reduce food waste is critical. An inexpensive, colorimetric spoilage sensor for real-time food product assessment is reported. The sensor is composed of dehydrated gelatin microneedles that exhibit high mechanical integrity in their base state. However, once exposed to fluid-rich food environments, they rapidly transition to a hydrogel sensing state. Food-derived anthocyanins embedded within these microneedles enable pH-based spoilage monitoring. When applied to sealed fish products, these microneedles nondestructively penetrate through the packaging and are rehydrated by the underlying fish matrix. As the product ages, a defined color shift occurs, demonstrating strong correlation with quantitative spoilage markers. When applied to unsealed fish products for rapid testing, the large microneedle sensing interface enables accelerated colorimetric sensing. Finally, successful fresh vs spoiled categorization of smartphone-acquired images of the sensor using machine learning removes readout ambiguity, empowering consumers with independent real-time product monitoring.

Indexed as

ColorimetryFood PackagingNeedlesAnimalsSmartphoneanthocyaninsfood spoilagemicroneedle sensorspH monitoringsmart food monitoringspoilage sensing

Identifiers

PMID41221636
PMCPMC12866867

What OpenQuestion holds

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LicenceCC BY
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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.