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Though pooling samples for SARS-CoV-2 detection has effectively met the need for rapid diagnostic and screening tests, many factors can influence the sensitivity of a pooled test. In this study, we conducted a simulation experiment to evaluate modes of pooling specimens and aimed at formulating an optimal pooling strategy. We focussed on the type of swab, their solvent adsorption ability, pool size, pooling volume, and different factors affecting the quality of preserving RNA by different virus solutions. Both quantitative PCR and digital PCR were used to evaluate the sampling performance. In addition, we determined the detection limit by sampling which is simulated from the virus of different titers and evaluated the effect of sample-storage conditions by determining the viral load after storage. We found that flocked swabs were better than fibre swabs. The RNA-preserving ability of the non-inactivating virus solution was slightly better than that of the inactivating virus solution. The optimal pooling strategy was a pool size of 10 samples in a total volume of 9 mL. Storing the collected samples at 4 °C or 25 °C for up to 48 h had little effect on the detection sensitivity. Further, we observed that our optimal pooling strategy performed equally well as the single-tube test did. In clinical applications, we recommend adopting this pooling strategy for low-risk populations to improve screening efficiency and shape future strategies for detecting and managing other respiratory pathogens, thus contributing to preparedness for future public health challenges.
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http://dx.doi.org/10.1038/s41598-024-61631-0 | DOI Listing |
Rev Cardiovasc Med
August 2025
Department of Emergency Medicine, General Practice Medical Center, National Clinical Research Center for Geriatrics, West China Hospital, 610041 Chengdu, Sichuan, China.
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View Article and Find Full Text PDFCurr Hypertens Rev
September 2025
Department of Pharmacology, Mediciti Institute of Medical Sciences, Ghanpur, Telangana, India.
Introduction: Hypertension is a major contributor to disability-adjusted life years (DALYs) worldwide, as highlighted by the Global Burden of Disease study (GBD 2021). Effective management of hypertension through medication can significantly lower the risks associated with the condition. It is important to recognize that not adhering to antihypertensive therapy often leads to negative health outcomes.
View Article and Find Full Text PDFProstate
September 2025
Department of Urology, University of Rochester Medical Center, Rochester, New York, USA.
Background: Prostate cancer (PCa) is the only cancer in men to exhibit androgen sensitivity at diagnosis, which has allowed for the development of androgen deprivation therapy (ADT). However, outcomes in high-risk PCa (HRPCa) remain significantly worse than low risk disease and the use of ADT varies among treatment algorithms and medical specialties. In men treated with radiation, testosterone recovery after completing ADT has been associated with oncologic outcomes.
View Article and Find Full Text PDFPLoS One
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The George Institute for Global Health, Imperial College London, London, United Kingdom.
Background: Tobacco use remains a major public health challenge in sub-Saharan Africa, with significant gendered dimensions. Place of residence is an important determinant, as rural and urban contexts shape exposure, access, and consumption patterns. This study investigates rural-urban disparities in tobacco use among women in sub-Saharan Africa, with a focus on quantifying the relative contributions of socioeconomic factors.
View Article and Find Full Text PDFIEEE Trans Neural Netw Learn Syst
September 2025
In industrial scenarios, semantic segmentation of surface defects is vital for identifying, localizing, and delineating defects. However, new defect types constantly emerge with product iterations or process updates. Existing defect segmentation models lack incremental learning capabilities, and direct fine-tuning (FT) often leads to catastrophic forgetting.
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