Tag: screening

Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples

Publication date: 23/10/2020 – E&P Code: repo.epiprev.it/1990
Authors: Michela Baccini1,2, Alessandra Mattei1,2, Irene Paganini3, Emilia Rocco1,2, Cristina Sani3, Giulia Vannucci1,2, Simonetta Bisanzi3, Elena Burroni3, Marco Peluso3, Armelle Munnia3, Filippo Cellai3, Giampaolo Pompeo3, Laura Micio3, Jessica Viti3, Fabrizia Mealli1,2, Francesca Carozzi3Sottomesso alla peer review sulla rivista Epidemiologia&Prevenzione

Abstract: Facing the SARS-CoV-2 epidemic requires intensive testing on the population to early identify and isolate infected subjects. During the emergency phase of the epidemic, RT-qPCR on nasopharyngeal (NP) swabs, which is the most reliable technique to detect ongoing infections, exhibited limitations due to availability of reagents and budget constraints. This stressed the need to develop screening procedures requiring fewer resources and suitable to be extended to larger proportions of the population. RT-qPCR on pooled samples from individual NP swabs seems to be a promising technique to improve surveillance.
We performed preliminary experimental analyses aimed to investigate the performance of pool testing on samples with low viral load and we evaluated through Monte Carlo (MC) simulations alternative screening protocols based on sample pooling, tailored to contexts characterized by different infection prevalence. We focused on the role of pool size and the opportunity to take advantage of natural clustering structure in the population, e.g. families, school classes, hospital rooms.
Despite the use of a limited number of specimens, our results suggest that, while high viral load samples seem to be detectable even in a pool with 29 negative samples, positive specimens with low viral load may be masked by the negative samples, unless smaller pools are used. The results of MC simulations confirm that pool testing is useful in contexts where the infection prevalence is low. The gain of pool testing in saving resources can be very high, and can be optimized by selecting appropriate group sizes. Exploiting natural groups makes it convenient the definition of larger pools and potentially overcomes the issue of low viral load samples by increasing the probability of identifying more than one positive in the same pool.

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Strategie di sorveglianza e biomonitoraggio del contagio da SARS-CoV-2 tramite tamponi individuali, pool testing e test sierologici: un protocollo per affrontare il dopo lockdown in Regione Toscana

Publication date: 20/04/2020 – E&P Code: repo.epiprev.it/1235
Authors: Gruppo di lavoro dell’Istituto per lo studio e la prevenzione oncologica (ISPRO)1: Francesca Maria Carozzi, Marco Peluso, Armelle Munnia, Irene Paganini, Simonetta Bisanzi, Donella Puliti, Marco Zappa, Cristina Sani, Elena Burroni; Gruppo di lavoro del Dipartimento di statistica, informatica, applicazioni (DISIA)2: Michela Baccini, Fabrizia Mealli, Giulia Cereda, Anna Gottard, Marco Pedone, Emilia Rocco, Cecilia Viscardi; Gruppo di lavoro dell’Agenzia Regionale di Sanità della Toscana (ARS Toscana)3: Mario Braga, Fabio Voller, Francesco Profili, Paolo Francesconi.

Abstract. L’epidemia da SARS-CoV-2 in pochi mesi si è rapidamente diffusa dalla Cina al resto del mondo. L’Italia è stato il primo paese Europeo pesantemente colpito dal contagio e il nostro servizio sanitario è stato ed è tuttora messo a dura prova dal moltiplicarsi dei casi di COVID-19.

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