Evidence mapPaperPMID 41023178Full record

ArticleScientific reports2025

Distance-based ratio metric assay using thread-based devices for Karaya gum detection in food samples.

Reshmi Saravana Bhava, Anusha Prabhu, Balachandar Sundarrajan, Shashanka Puranika Kota, Naresh Kumar Mani

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Reshmi Saravana Bhava *Microfluidics, Sensors and Diagnostics (μSenD) Laboratory, Centre for Microfluidics, Biomarkers, Photoceutics and Sensors (μBioPS), Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
Anusha Prabhu *Microfluidics, Sensors and Diagnostics (μSenD) Laboratory, Centre for Microfluidics, Biomarkers, Photoceutics and Sensors (μBioPS), Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
Balachandar Sundarrajan *Microfluidics, Sensors and Diagnostics (μSenD) Laboratory, Centre for Microfluidics, Biomarkers, Photoceutics and Sensors (μBioPS), Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
Shashanka Puranika KotaDepartment of Bioinformatics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
Naresh Kumar ManiMicrofluidics, Sensors and Diagnostics (μSenD) Laboratory, Centre for Microfluidics, Biomarkers, Photoceutics and Sensors (μBioPS), Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India. naresh.mani@manipal.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Karaya gum, a natural food-grade thickener, is an adulterant that compromises product quality and consumer safety. Herein, we develop a low-cost, rapid and portable device that employs thread-based microfluidics integrated with ratio-metric displacement to detect and quantify Karaya gum, with a limit of detection of 0.1%w/v. The interaction between the cellulose in the bamboo viscose thread and the chlor-zinc-iodide reagent causes the thread to turn blue immediately. On addition of simulated Karaya gum samples, a brown region appears beyond the blue region due to hydrogen bond formation between the hydroxyl groups of the thread and the complex sugars in the gum, thereby causing the displacement of iodine, which was confirmed by FTIR analysis. Higher gum concentrations increase viscosity and result in less displacement of iodine, with the blue-to-brown colorimetric ratio being directly proportional to the gum concentration. These observations were confirmed by measuring the viscosity of the Karaya gum and correlating it with the structure and nature of the gum. Furthermore, the variation in the iodine release was quantified using grayscale values utilizing Fiji software. The device was implemented for field trial using commercial basil drink. This approach offers an efficient alternative to conventional cumbersome detection strategies and has enormous potential for onsite food safety and quality control.

Indexed as

Food AnalysisPlant GumsIodineViscosityIodinePlant GumsChlor-zinc iodideFood safetyKaraya gum thickenerRatio-metric displacement-based colorimetric assayThread-based microfluidics

Identifiers

PMID41023178
PMCPMC12480264

What Socratic holds

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LicenceCC BY
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Registered trials

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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.