Evidence map›Paper›PMID 39834032›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Enhancing RT-PCR Throughput and Sensitivity through Large-Scale Sample Pooling Using a Nano-Hybrid Membrane.

Na Eun Lee, Kang Hyeon Kim, Ji Hye Hong, Seungmin Lee, Jeong Soo Park, Dohwan Lee, Dae Sung Yoon, Jeong Hoon Lee

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Na Eun LeeDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.
Kang Hyeon KimDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.
Ji Hye HongDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.
Seungmin LeeDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.
Jeong Soo ParkDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.
Dohwan LeeDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.
Dae Sung YoonSchool of Biomedical Engineering, Korea University, Seoul, 02841, Republic of Korea.
Jeong Hoon LeeDepartment of Electrical Engineering, Kwangwoon University, Seoul, 01897, Republic of Korea.ORCID https://orcid.org/0000-0001-7344-6060

Funding

Kwangwoon UniversityMinistry of Science and ICT, South Korea 2024M3E5E3080743Ministry of Science, ICT & Future Planning of South Korea RS-2024-00400563
6 · The paper itself

Abstract

During the pandemic surge, including SARS-CoV-2 and influenza, pooling samples emerged as an efficient strategy to identify infected individuals in large groups. While pooling enhances RT-PCR throughput, reducing costs and resources, it dilutes positive samples with negative ones, lowering sensitivity and increasing false negatives. This study proposes a new method to address the trade-off between pool sizes and RT-PCR accuracy. This method integrates large-scale pooling with sample enrichment using a nano-hybrid membrane, preventing the pooling-induced decrease in viral concentration and maintaining cycle threshold (Ct) values close to individual positive samples. The nano-hybrid membrane, named SIMPLE (streamlined, simple, and inexpensive method for preconcentration, lysis, and nucleic acid extraction), comprises layered red blood cell membranes, polyethersulfone, and silica membranes. Using SIMPLE, a Ct value reduction to ≈2.6 is demonstrated in pooled COVID-19 samples with a pool size of 6 and found Ct values from larger pool sizes (8, 16, 32, 64, and 128) comparable to individual positive samples.

Indexed as

COVID-19COVID-19 Nucleic Acid TestingReverse Transcriptase Polymerase Chain ReactionSARS-CoV-2Specimen HandlingHumansMembranes, ArtificialPandemicsSensitivity and SpecificityMembranes, Artificialgroup testinghigh‐throughput RT‐PCRsample enrichmentsample poolingSARS‐CoV‐2

Identifiers

PMID39834032
PMCPMC11904979

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.