Litcius/Paper detail

Lessons from applied large-scale pooling of 133,816 SARS-CoV-2 RT-PCR tests

Netta Barak, Roni Ben‐Ami, Tal Sido, Amir Perri, Aviad Shtoyer, Mila Rivkin, Tamar Licht, Ayelet Peretz, Judith Magenheim, Irit Fogel, Ayalah Livneh, Yutti Daitch, Esther Oiknine‐Djian, Gil Benedek, Yuval Dor, Dana G. Wolf, Moran Yassour, Agnes Klochendler, Amir Eden, Amar J. S. Klar, A. Geldman, Ayelet Arbel, Batel Shalom, Bracha Lea Ochana, D. Avrahami-Tzfati, Daniel Neiman, David Steinberg, Dikla Ben Zvi, Etai Shpigel, Gal Atlan, Harvey G. Klein, H. Chekroun, Hagit Shani, Itay Hazan, Irfan Ahmad Ansari, I. Magenheim, J. Moss, Lior Peretz, L. Feigin, M. Saraby, Melanie A. Sherman, Michelle Bentata, Michel Avital, Matthew Kott, M. Reuben Peyser, Martin Weitz, Mordechai Shacham, Maria Grünewald, Noah J. Sasson, N. Wallis, Narmen Azazmeh, N. Tzarum, O. Fridlich, R Sher, Reba Condiotti, Ron Refaeli, R. Zaken-Gallili, R. Gayman Helman, S. Ofek, S. Tzaban, Sheina Piyanzin, S. Anzi, Shlomo Dagan, S. Lilenthal, T. Friehmann, Yotam Kaufman, Ann Saada, Arie Dekel, A. Yeffet, Avraham Shaag, Ayelet Michael-Gayego, Elizabeth Shay, E. Arbib, Hadil Onallah, Kerem Ben‐Meir, L. Levinzon, Leonor Cohen‐Daniel, L. Natan, Muhammad Hamdan, M. Shwieki, Olesya Vorontsov, Rima Barsuk, R. Abramovitch, R. Gutorov, Salim Sirhan, Sanofar Abdeen, Y. Yachnin, Hadar Golan-Berman, Eitan Amir, Tema Fridman, E. Chabube Kripper, T. Miriam Rohrlich, G. Batshon, L. Mendelovitz

2021Science Translational Medicine102 citationsDOIOpen Access PDF

Abstract

Pooling multiple swab samples before RNA extraction and real-time reverse transcription polymerase chain reaction (RT-PCR) analysis has been proposed as a strategy to reduce costs and increase throughput of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) tests. However, reports on practical large-scale group testing for SARS-CoV-2 have been scant. Key open questions concern reduced sensitivity due to sample dilution, the rate of false positives, the actual efficiency (number of tests saved by pooling), and the impact of infection rate in the population on assay performance. Here, we report an analysis of 133,816 samples collected between April and September 2020 and tested by Dorfman pooling for the presence of SARS-CoV-2. We spared 76% of RNA extraction and RT-PCR tests, despite the frequently changing prevalence (0.5 to 6%). We observed pooling efficiency and sensitivity that exceeded theoretical predictions, which resulted from the nonrandom distribution of positive samples in pools. Overall, our findings support the use of pooling for efficient large-scale SARS-CoV-2 testing.

Topics & Concepts

PoolingSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Coronavirus disease 2019 (COVID-19)2019-20 coronavirus outbreakSars virusMedicineScale (ratio)VirologyComputational biologyBiologyInternal medicineComputer scienceArtificial intelligenceCartographyGeographyOutbreakInfectious disease (medical specialty)DiseaseSARS-CoV-2 detection and testingBiosensors and Analytical DetectionSARS-CoV-2 and COVID-19 Research