Evidence map›Paper›PMID 42199829›Full record

ArticlePeerJ2026

Fieldable isothermal nucleic acid test for rapid semi-quantitative visual readout of enterococci in recreational waters.

Anirudh Sudarshan, Meredith G Rillera, Nicholas Tran, Timothy E Riedel, Andrew D Ellington, Sanchita Bhadra

Abstract read
In one paragraph

Article in PeerJ, 2026. 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

6 authors.

Anirudh SudarshanDepartment of Molecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, United States of America.
Meredith G RilleraCollege of Natural Sciences, University of Texas at Austin, Austin, TX, United States of America.
Nicholas TranCollege of Natural Sciences, University of Texas at Austin, Austin, TX, United States of America.
Timothy E RiedelCollege of Natural Sciences, University of Texas at Austin, Austin, TX, United States of America.
Andrew D EllingtonDepartment of Molecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, United States of America.
Sanchita BhadraDepartment of Molecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Enterococci are fecal indicator bacteria whose presence in water suggests the potential for gastrointestinal pathogens. Culture-based detection usually needs 18-48 hours and may require expensive apparatus and proprietary media. Molecular tests based on qPCR can be technically difficult and require complex devices. Loop-mediated isothermal amplification (LAMP) tests need minimal instrumentation, but they only qualitatively indicate the presence or absence of enterococci, making comparison with quantitative contamination standards difficult. Here, we demonstrate semi-quantitative 'thresholded' LAMP via competition with pre-defined false targets to estimate the extent of enterococci contamination in water. The assay needs only one hour of incubation at a single temperature following which a simple visual examination of an oligonucleotide strand displacement (OSD) probe's fluorescence allows order of magnitude scale estimation of enterococci contamination, correlating closely with the outcomes of both qPCR and plate cultures. Environmental water samples with low (undetectable by qPCR), medium (10s of DNA copies/mL), and high (1,000s of DNA copies/mL) enterococci contamination could be readily distinguished by thresholded LAMP-OSD, without interference from non-specific signals. The simplicity of implementing thresholded LAMP-OSD makes it well suited for point-of-need and low-cost water quality monitoring.

Indexed as

EnterococcusMolecular Diagnostic TechniquesNucleic Acid Amplification TechniquesWater MicrobiologyDNA, BacterialRapid Diagnostic TestsDNA, BacterialAmplicon competitionEnterococci contamination monitoringFecal indicator bacteriaLoop-mediated isothermal amplificationLow resource nucleic acid testNucleic acid semi-quantitation via single visual readoutOligonucleotide strand displacement probesThresholded LAMP-OSDWater quality monitoring

Identifiers

PMID42199829
PMCPMC13200618

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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.