Evidence map›Paper›PMID 39666213›Full record

ArticleJournal of fluorescence2025

Fe-Doped Red Fluorescent Carbon Dots for Caffeine Analysis in Energy Drinks Using a Paper-Based Sensor.

Hazha Omar Othman

Abstract read
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In one paragraph

Article in Journal of fluorescence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

1 author.

Hazha Omar OthmanDepartment of Chemistry, College of Science, Salahaddin University-Erbil, Erbil, Kurdistan Region, Iraq. hazha.othman@su.edu.krd.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study introduces a highly sensitive and selective method for detecting caffeine in energy drinks by using red florescence iron and nitrogen co doped carbon dots (Fe-NCDs) as a florescent prob. The Fe-NCDs were synthesized by using an eco-friendly hydrothermal. Providing uniform, quasi-spherical nanoparticles. The photoluminescence properties of the Fe-NCDs exhibit strong red emission making them suitable for fluorescence-based sensing. A microfluidic paper analytical device (µPAD) was developed and coupled with a smartphone-based detection system to facilitate portable, low-cost caffeine quantification. The Fe-NCDs were embedded in the µPADs, enabling fluorescence enhancement upon interaction with caffeine. This enhancement was quantitatively analyzed using the smartphone camera and ImageJ software, revealing a strong linear correlation in the range of 1 to 40 µg/mL when both Gray Value (G.V) and Red-Green-Blue (RGB) of reaction analyzed by the software. The limit of detection (LOD) was of 0.024 µg/mL and 0.032 µg/mL respectively for both applied principles. The methods indicate remarkable selectivity for caffeine, and was validated through accurate recovery studies in commercial samples. This innovative method provides a powerful, cost-effective, and environmentally sustainable solution for on-site caffeine detection in energy drinks, offering significant potential for application in food safety and quality control.

Indexed as

CaffeineCarbonEnergy DrinksFluorescent DyesIronPaperQuantum DotsLimit of DetectionCaffeineCarbonFluorescent DyesIronCaffeineEnergy drinksMicrofluidic paper analytical deviceRed florescence Fe-NCDsSmartphone-based analysis

Identifiers

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.