ArticleMicrosystems & nanoengineering2025
Critical aspects of droplet digital reverse transcription loop-mediated isothermal amplification (ddRT-LAMP) for viral pathogens detection.
Article in Microsystems & nanoengineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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.
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.
Who cites it
2 citing papers in PubMed.
- Development of a digital loop-mediated isothermal amplification using a digital polymerase chain reaction device.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026Article
- Toothbrush-Driven Handheld Droplet Generator for Digital LAMP and Rapid CFU Assays.Biosensors · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
The COVID-19 pandemic evidenced the urgent need for rapid, accurate, and scalable diagnostic methods for emerging infectious diseases. Droplet digital reverse transcription LAMP (ddRT-LAMP) is a promising technique for pathogen detection and accurate quantification, as it overcomes traditional LAMP's limitations in viral load estimation through reaction partitioning and digital analysis. However, many parameters must be adjusted to avoid spurious results. This study evaluates the critical conditions for effective ddRT-LAMP quantification of the SARS-CoV-2 N gene in plasmid DNA, synthetic RNA, and nasopharyngeal swab samples. Using a polydimethylsiloxane (PDMS) microfluidic device, the RT-LAMP reaction mixture with a fluorescent dye was divided into thousands of droplets stabilized by a surfactant in fluorinated oil. After incubation, the droplets were injected into a PDMS chamber for fluorescent imaging to determine the proportion of positive droplets and quantify the samples based on the Poisson distribution. The results showed that primer design and master mix composition significantly impacted the amplification. The selection of GelGreen® as the fluorescent dye was crucial, as other dyes tested diffused into the oil phase. Optimal amplification occurred with 105 µm droplet diameter and 30-min incubation, achieving detection and quantification limits of 10
Identifiers
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Registered trials
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.