Evidence map›Paper›PMID 41233450›Full record

ArticleScientific reports2025

Comparative evaluation of aqueous Beta vulgaris extract as a natural microbial dye relative to standard stains through image processing.

Sheetal Gouda, Navya Shetty, H A Arundathi, V N Venkatesh, Sooraj Mohan, P Dinesha

Abstract readComparative Study
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. Not yet cited in PubMed.

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

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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

6 authors.

Sheetal GoudaDepartment of Microbiology, Karwar Institute of Medical Sciences, Karwar, 581301, India.
Navya ShettyDepartment of Microbiology, Karwar Institute of Medical Sciences, Karwar, 581301, India.
H A ArundathiDepartment of Microbiology, Karwar Institute of Medical Sciences, Karwar, 581301, India.
V N VenkateshDepartment of Microbiology, Karwar Institute of Medical Sciences, Karwar, 581301, India.
Sooraj MohanDepartment of Mechanical and Industrial Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India. sooraj.m@manipal.edu.
P DineshaDepartment of Mechanical and Industrial Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The growing environmental concerns about synthetic dyes have increased interest in finding natural, non-toxic alternatives for microbiological staining. This study assesses the effectiveness of aqueous Beta vulgaris (beetroot) extract as a staining agent for microorganisms, comparing its performance with traditional dyes. Microbial smears containing bacteria and fungi were prepared using both standard dyes and Beta vulgaris extract. Microscopic images were taken and analyzed quantitatively, using measures such as sharpness, entropy, contrast, signal-to-noise ratio, and edge intensity. While statistical analysis with the Wilcoxon Signed-Rank test showed no significant differences in most parameters (p > 0.05), the Beta vulgaris extract showed clear advantages in fungal staining, providing better morphological detail. However, bacterial staining was less sharp visually. These results suggest that aqueous Beta vulgaris extract has potential as a sustainable alternative for specific microbial staining, especially for identifying fungi, though further refinement and broader microbial testing are needed.

Indexed as

BacteriaBeta vulgarisColoring AgentsFungiImage Processing, Computer-AssistedPlant ExtractsStaining and LabelingColoring AgentsPlant ExtractsBeta vulgarisMicrobial diagnosticsMicroscopic image analysisNatural dyeSustainable

Identifiers

PMID41233450
PMCPMC12615709

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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 OpenQuestion graph.