Evidence map›Paper›PMID 40640128›Full record

ArticleMicrosystems & nanoengineering2025

Critical aspects of droplet digital reverse transcription loop-mediated isothermal amplification (ddRT-LAMP) for viral pathogens detection.

Kenia Chávez-Ramos, Frida Trejo, Prisciluis Caheri Salas-Navarrete, Eva Ramón-Gallegos, José Esteban Muñoz-Medina, Luis Alvarez-Icaza, Luis F Olguin, Oscar Pilloni, Laura Oropeza-Ramos

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. 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 · 2026
    Article
  2. 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

9 authors.

Kenia Chávez-RamosInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, 04510, México.ORCID http://orcid.org/0000-0002-9051-4667
Frida TrejoInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, 04510, México.
Prisciluis Caheri Salas-NavarreteInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, 04510, México.ORCID http://orcid.org/0000-0003-2330-0746
Eva Ramón-GallegosLaboratorio de Citopatología Ambiental, ENCB, Instituto Politécnico Nacional (IPN), Campus Zacatenco, Calle Wilfrido Massieu Esquina Cda. Manuel Stampa, Col. Zacatenco. Alcaldia Gustavo A. Madero, Mexico City, 07738, México.ORCID http://orcid.org/0000-0003-2262-5207
José Esteban Muñoz-MedinaDivisión de Laboratorios Especializados, Instituto Mexicano del Seguro Social, Mexico City, 07760, México.ORCID http://orcid.org/0000-0002-1289-4457
Luis Alvarez-IcazaInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, 04510, México.ORCID http://orcid.org/0000-0001-9516-3950
Luis F OlguinLaboratorio de Biofisicoquímica, Facultad de Química, Universidad Nacional Autónoma de México, Mexico City, 04510, México. olguin.lf@quimica.unam.mx.ORCID http://orcid.org/0000-0002-7199-1740
Oscar PilloniInstituto de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, 04510, México. opillonic@iingen.unam.mx.ORCID http://orcid.org/0000-0002-0508-6718
Laura Oropeza-RamosFacultad de Ingeniería, Universidad Nacional Autónoma de México, Mexico City, 04510, México. loropeza@unam.mx.ORCID http://orcid.org/0000-0002-7311-3204

Funding

Consejo Nacional de Ciencia y Tecnología (National Council of Science and Technology, Mexico) CVU 662463
6 · The paper itself

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

PMID40640128
PMCPMC12246061

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.