Viruses (Jan 2023)
Origin, Genetic Variation and Molecular Epidemiology of SARS-CoV-2 Strains Circulating in Sardinia (Italy) during the First and Second COVID-19 Epidemic Waves
- Angela Maria Rocchigiani,
- Luca Ferretti,
- Alice Ledda,
- Antonello Di Nardo,
- Matteo Floris,
- Piero Bonelli,
- Federica Loi,
- Maria Laura Idda,
- Pier Paolo Angioi,
- Susanna Zinellu,
- Mariangela Stefania Fiori,
- Roberto Bechere,
- Paola Capitta,
- Annamaria Coccollone,
- Elisabetta Coradduzza,
- Maria Antonietta Dettori,
- Maria Caterina Fattaccio,
- Elena Gallisai,
- Caterina Maestrale,
- Daniela Manunta,
- Aureliana Pedditzi,
- Ivana Piredda,
- Bruna Palmas,
- Sara Salza,
- Anna Maria Sechi,
- Barbara Tanda,
- Maria Paola Madrau,
- Maria Luisa Sanna,
- Simonetta Cherchi,
- Nicoletta Ponti,
- Giovanna Masala,
- Roberto Sirica,
- Eloisa Evangelista,
- Annalisa Oggiano,
- Giantonella Puggioni,
- Ciriaco Ligios,
- Silvia Dei Giudici
Affiliations
- Angela Maria Rocchigiani
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Luca Ferretti
- Pandemic Sciences Institute and Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department for Medicine, University of Oxford, Oxford OX1 2JD, UK
- Alice Ledda
- UK Health Security Agency, Colindale, London NW9 5EQ, UK
- Antonello Di Nardo
- The Pirbright Institute, Ash Road, Pirbright, Woking GU24 0NF, UK
- Matteo Floris
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy
- Piero Bonelli
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Federica Loi
- Osservatorio Epidemiologico Veterinario Regionale, Istituto Zooprofilattico Sperimentale della Sardegna, 09125 Cagliari, Italy
- Maria Laura Idda
- Institute for Genetic and Biomedical Research (IRGB), National Research Council (CNR), 07100 Sassari, Italy
- Pier Paolo Angioi
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Susanna Zinellu
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Mariangela Stefania Fiori
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Roberto Bechere
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Paola Capitta
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Annamaria Coccollone
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Elisabetta Coradduzza
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Maria Antonietta Dettori
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Maria Caterina Fattaccio
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Elena Gallisai
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Caterina Maestrale
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Daniela Manunta
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Aureliana Pedditzi
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Ivana Piredda
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Bruna Palmas
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Sara Salza
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Anna Maria Sechi
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Barbara Tanda
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Maria Paola Madrau
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Maria Luisa Sanna
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Simonetta Cherchi
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Nicoletta Ponti
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Giovanna Masala
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Roberto Sirica
- Ames Polydiagnostic Group Center SRL, 80013 Napoli, Italy
- Eloisa Evangelista
- Ames Polydiagnostic Group Center SRL, 80013 Napoli, Italy
- Annalisa Oggiano
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Giantonella Puggioni
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Ciriaco Ligios
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- Silvia Dei Giudici
- Istituto Zooprofilattico Sperimentale della Sardegna, 07100 Sassari, Italy
- DOI
- https://doi.org/10.3390/v15020277
- Journal volume & issue
-
Vol. 15,
no. 2
p. 277
Abstract
Understanding how geography and human mobility shape the patterns and spread of infectious diseases such as COVID-19 is key to control future epidemics. An interesting example is provided by the second wave of the COVID-19 epidemic in Europe, which was facilitated by the intense movement of tourists around the Mediterranean coast in summer 2020. The Italian island of Sardinia is a major tourist destination and is widely believed to be the origin of the second Italian wave. In this study, we characterize the genetic variation among SARS-CoV-2 strains circulating in northern Sardinia during the first and second Italian waves using both Illumina and Oxford Nanopore Technologies Next Generation Sequencing methods. Most viruses were placed into a single clade, implying that despite substantial virus inflow, most outbreaks did not spread widely. The second epidemic wave on the island was actually driven by local transmission of a single B.1.177 subclade. Phylogeographic analyses further suggest that those viral strains circulating on the island were not a relevant source for the second epidemic wave in Italy. This result, however, does not rule out the possibility of intense mixing and transmission of the virus among tourists as a major contributor to the second Italian wave.
Keywords