ReviewClinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases2021
Sample pooling: burden or solution?
Review in Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled 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.
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
34 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Diagnostic Accuracy of Breath Tests to Detect Pulmonary Tuberculosis: A Systematic Review.Lung · 2025Pooled it
- Efficient high-risk human papillomavirus screening through pooled testing: a simulation study based on real-world data in low- and middle-income countries.Journal of global health · 2026Article
- Factors affecting detection and quantification of Schistosoma haematobium eggs in pooled urine samples.PLoS neglected tropical diseases · 2026Article
- Pathogens on High-Touch Surfaces in an Arid Megacity: A Longitudinal Molecular Surveillance Study.Microorganisms · 2026Article
- Sample pooling approaches simulated under resource scarcity, lapses in testing capacity, and rapid processing demands for surveillance testing: a data-driven performance comparison.BMC infectious diseases · 2026Article
- Performance Evaluation of Nasopharyngeal Swab Pooling to Improve SARS-CoV-2 Testing Capacity via Closed Real-Time RT‒PCR Assays.Infection and drug resistance · 2026Article
- Optimal pooling strategies for respiratory virus testing: A comparative cost-effectiveness analysis.PLOS global public health · 2026Article
- In-house designed Multiplex Real-Time PCR Assay Developed for Epstein - Barr virus and Cytomegalovirus DNA detection in Pooled Blood Samples from Iraqi blood donors.F1000Research · 2026Article
- Comparing clinical utility of STANDARD M10 rapid rtRT-PCR assay with pooled testing for SARS-CoV-2 screening.Scientific reports · 2025Article
- Evaluation of sample pooling using Xpert Carba-R and XpertMicrobiology spectrum · 2025Article
- Oropouche Virus Importation in Southern Brazil and Emerging Concern Calling for Enhanced Public Health Surveillance.Journal of medical virology · 2025Article
- Enhancing RT-PCR Throughput and Sensitivity through Large-Scale Sample Pooling Using a Nano-Hybrid Membrane.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- ExploringFrontiers in public health · 2025Article
- Current-use pesticide exposures in remote Inuit communities.International journal of circumpolar health · 2024Article
- Development of a Real-Time PCR Assay for the Detection ofMicroorganisms · 2024Article
- Advances in molecular infectious diseases testing in the time of COVID-19.Clinical biochemistry · 2023Review
- Underscoring the effect of swab type, workflow, and positive sample order on swab pooling for COVID-19 surveillance testing.Scientific reports · 2023Article
- Ready for new waves: optimizing SARS-CoV-2 variants monitoring in pooled samples with droplet digital PCR.Frontiers in public health · 2023Article
- Performance of nasopharyngeal swab and saliva in detecting Delta and Omicron SARS-CoV-2 variants.Journal of medical virology · 2022Article
- On-Site Viral Inactivation and RNA Preservation of Gargle and Saliva Samples Combined with Direct Analysis of SARS-CoV-2 RNA on Magnetic Beads.ACS measurement science au · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
backgroundPool-testing strategies combine samples from multiple people and test them as a group. A pool-testing approach may shorten the screening time and increase the test rate during times of limited test availability and inadequate reporting speed. Pool testing has been effectively used for a wide variety of infectious disease screening settings. Historically, it originated from serological testing in syphilis. During the current coronavirus disease 2019 (COVID-19) pandemic, pool testing is considered across the globe to inform opening strategies and to monitor infection rates after the implementation of interventions.
aimsThis narrative review aims to provide a comprehensive overview of the global efforts to implement pool testing, specifically for COVID-19 screening. SOURCES: Data were retrieved from a detailed search for peer-reviewed articles and preprint reports using Medline/PubMed, medRxiv, Web of Science, and Google up to 21st March 2021, using search terms "pool testing", "viral", "serum", "SARS-CoV-2" and "COVID-19". CONTENT: This review summarizes the history and theory of pool testing. We identified numerous peer-reviewed articles that describe specific details and practical implementation of pool testing. Successful examples as well as limitations of pool testing, in general and specifically related to the detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA and antibodies, are reviewed. While promising, significant operational, pre-analytical, logistical, and economic challenges need to be overcome to advance pool testing. IMPLICATIONS: The theory of pool testing is well understood and numerous successful examples from the past are available. Operationalization of pool testing requires sophisticated processes that can be adapted to the local medical circumstances. Special attention needs to be paid to sample collection, sample pooling, and strategies to avoid re-sampling.
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What OpenQuestion holds
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.