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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2022.919346</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tracing the trajectories of SARS-CoV-2 variants of concern between December 2020 and September 2021 in the Canary Islands (Spain)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ciuffreda</surname>
<given-names>Laura</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1785182"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gonz&#xe1;lez-Montelongo</surname>
<given-names>Rafaela</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1299663"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alcoba-Florez</surname>
<given-names>Julia</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Garc&#xed;a-Mart&#xed;nez de Artola</surname>
<given-names>Diego</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gil-Campesino</surname>
<given-names>Helena</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rodr&#xed;guez-P&#xe9;rez</surname>
<given-names>H&#xe9;ctor</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>&#xcd;&#xf1;igo-Campos</surname>
<given-names>Antonio</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>De Miguel-Mart&#xed;nez</surname>
<given-names>Isabel</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tosco-Nu&#xf1;ez</surname>
<given-names>Tom&#xe1;s</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>D&#xed;ez-Gil</surname>
<given-names>Oscar</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Valenzuela-Fern&#xe1;ndez</surname>
<given-names>Agust&#xed;n</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/104725"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lorenzo-Salazar</surname>
<given-names>Jos&#xe9; M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/733069"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Flores</surname>
<given-names>Carlos</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/119071"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Research Unit, Hospital Universitario Nuestra Se&#xf1;ora de Candelaria</institution>, <addr-line>Santa Cruz de Tenerife</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Genomics Division, Instituto Tecnol&#xf3;gico y de Energ&#xed;as Renovables</institution>, <addr-line>Santa Cruz de Tenerife</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Servicio de Microbiolog&#xed;a, Hospital Universitario Nuestra Se&#xf1;ora de Candelaria</institution>, <addr-line>Santa Cruz de Tenerife</addr-line>, <country>Spain</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Servicio de Microbiolog&#xed;a, Hospital Universitario Insular de Gran Canaria</institution>, <addr-line>Las Palmas de Gran Canaria</addr-line>, <country>Spain</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Laboratorio de Inmunolog&#xed;a Celular y Viral, Unidad de Farmacolog&#xed;a, Facultad de Medicina, Universidad de La Laguna</institution>, <addr-line>San Crist&#xf3;bal de La Laguna</addr-line>, <country>Spain</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Faculty of Health Sciences, University of Fernando Pessoa Canarias</institution>, <addr-line>Las Palmas de Gran Canaria</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Davide Gibellini, University of Bologna, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Camila Malta Romano, University of S&#xe3;o Paulo, Brazil; Jordi Serra-Cobo, University of Barcelona, Spain</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Carlos Flores, <email xlink:href="mailto:cflores@ull.edu.es">cflores@ull.edu.es</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
<fn fn-type="equal" id="fn004">
<p>&#x2021;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Virus and Host, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>12</volume>
<elocation-id>919346</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Ciuffreda, Gonz&#xe1;lez-Montelongo, Alcoba-Florez, Garc&#xed;a-Mart&#xed;nez de Artola, Gil-Campesino, Rodr&#xed;guez-P&#xe9;rez, &#xcd;&#xf1;igo-Campos, De Miguel-Mart&#xed;nez, Tosco-Nu&#xf1;ez, D&#xed;ez-Gil, Valenzuela-Fern&#xe1;ndez, Lorenzo-Salazar and Flores</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Ciuffreda, Gonz&#xe1;lez-Montelongo, Alcoba-Florez, Garc&#xed;a-Mart&#xed;nez de Artola, Gil-Campesino, Rodr&#xed;guez-P&#xe9;rez, &#xcd;&#xf1;igo-Campos, De Miguel-Mart&#xed;nez, Tosco-Nu&#xf1;ez, D&#xed;ez-Gil, Valenzuela-Fern&#xe1;ndez, Lorenzo-Salazar and Flores</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Several variants of concern (VOCs) explain most of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemic waves in Europe. We aimed to dissect the spread of the SARS-CoV-2 VOCs in the Canary Islands (Spain) between December 2020 and September 2021 at a micro-geographical level. We sequenced the viral genome of 8,224 respiratory samples collected in the archipelago. We observed that Alpha (B.1.1.7) and Delta (B.1.617.2 and sublineages) were ubiquitously present in the islands, while Beta (B.1.351) and Gamma (P.1/P.1.1) had a heterogeneous distribution and were responsible for fewer and more controlled outbreaks. This work represents the largest effort for viral genomic surveillance in the Canary Islands so far, helping the public health bodies in decision-making throughout the pandemic.</p>
</abstract>
<kwd-group>
<kwd>SARS-CoV-2</kwd>
<kwd>genomic surveillance</kwd>
<kwd>variants of concern tracking</kwd>
<kwd>Canary Islands</kwd>
<kwd>COVID-19</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="31"/>
<page-count count="8"/>
<word-count count="3071"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The continuous emergence and international widespread of variants of concern (VOCs) of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have revealed the occurrence of multiple viral spike gene mutations that promote increased transmissibility and some degree of immune escape (<xref ref-type="bibr" rid="B27">Tao et&#xa0;al., 2021</xref>). In response, the public health system activated the organization of centers for routine viral genome surveillance starting in mid-January 2021 in our laboratories, which were later distinguished as the Reference Centre for the Network of COVID-19 Genomic Surveillance in the Canary Islands.</p>
<p>We have previously tracked the entrance and surge of one of the three most widely distributed VOCs, B.1.1.7 [Pango lineage nomenclature (<xref ref-type="bibr" rid="B25">Rambaut et&#xa0;al., 2020</xref>)], or Alpha variant (<xref ref-type="bibr" rid="B31">WHO, 2022</xref>), in December 2020 in Tenerife (<xref ref-type="bibr" rid="B3">Alcoba-Florez et&#xa0;al., 2021</xref>) due to the island direct flight connections with the United Kingdom where it may have originated. This lineage has been associated with increased transmissibility (<xref ref-type="bibr" rid="B8">Davies et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B29">Volz et&#xa0;al., 2021</xref>) compared to the previously circulating variants, a feature that has been linked to the presence of the mutation N501Y in the Spike (S) receptor-binding domain (RBD). Other VOCs that have also emerged in late 2020 are B.1.351, or the Beta variant, and P.1/P.1.1, or the Gamma variant, firstly identified in South Africa (<xref ref-type="bibr" rid="B28">Tegally et&#xa0;al., 2021</xref>) and in Brazil (<xref ref-type="bibr" rid="B12">Faria et&#xa0;al., 2021</xref>), respectively. These lineages have been associated with increased transmission (<xref ref-type="bibr" rid="B12">Faria et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B22">Pearson et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B28">Tegally et&#xa0;al., 2021</xref>) and carry multiple mutations affecting the RBD, most importantly the N501Y (such as Alpha), as well as K417N/K417T and E484K that reduce the effectiveness of some vaccines (<xref ref-type="bibr" rid="B14">Garcia-Beltran et&#xa0;al., 2021</xref>) and specific monoclonal antibody treatments (<xref ref-type="bibr" rid="B15">Greaney et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B16">Harvey et&#xa0;al., 2021</xref>). Later in time, lineage B.1.617.2, or the Delta variant, was identified in India where it was responsible for a surge of coronavirus disease 2019 (COVID-19) cases in April 2021 (<xref ref-type="bibr" rid="B9">Dhar et&#xa0;al., 2021</xref>). The Delta (B.1.617.2) variant presented additional mutations, such as the L452R in the RBD and the P618R, and has been characterized by higher transmissibility (<xref ref-type="bibr" rid="B6">Campbell et&#xa0;al., 2021b</xref>) and reduced sensitivity to antibody neutralization (<xref ref-type="bibr" rid="B23">Planas et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Wall et&#xa0;al., 2021</xref>) and vaccine effectiveness (<xref ref-type="bibr" rid="B18">Lopez Bernal et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B23">Planas et&#xa0;al., 2021</xref>). From the Delta variant, numerous sublineages have emerged, reporting the presence of additional mutations such as the Y145H and the Y222V in the N-terminal domain of the S protein found in the AY.4.2 lineage (<xref ref-type="bibr" rid="B19">Gangavarapu et al., 2022</xref>), which was suggested to be more transmissible than the original variant (<xref ref-type="bibr" rid="B24">Public Health England, 2021</xref>). Delta and its sublineages became prevalent and completely displaced Alpha worldwide throughout the summer of 2021 (<xref ref-type="bibr" rid="B31">WHO, 2022</xref>).</p>
<p>Here, we describe the introduction and temporal evolution of these four VOCs in the Canary Islands (Spain). The archipelago is formed by eight islands, four occidental (Tenerife, La Palma, La Gomera, and El Hierro) belonging to the Tenerife province and four oriental islands (Gran Canaria, Fuerteventura, Lanzarote, and La Graciosa) belonging to the Gran Canaria province (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Throughout the study period (18 December 2020 to 29 September 2021), there were a total of 70,401 reported COVID-19 cases and 489 COVID-19 deaths in the archipelago, with the islands of Tenerife and Gran Canaria accounting for most of them (60,069 COVID-19 cases and 421 deaths) (<uri xlink:href="https://opendata.sitcan.es/dataset/datos-epidemiologicos-covid-19">https://opendata.sitcan.es/dataset/datos-epidemiologicos-covid-19</uri>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Geographical location of the Canary Islands with respect to the Iberian Peninsula and Northwest Africa.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-919346-g001.tif"/>
</fig>
<p>The relative geographical isolation of the archipelago and its islands and their central role as a hub for international tourism and in the European migratory crisis have shaped the COVID-19 pandemic and delineated the introduction and spread of these VOCs in the territory. In fact, the first SARS-CoV-2 outbreaks in Spain were detected in La Gomera and Tenerife islands (January and February 2020, respectively; available reports from: <uri xlink:href="https://www.isciii.es/QueHacemos/Servicios/VigilanciaSaludPublicaRENAVE/EnfermedadesTransmisibles/Documents/INFORMES/Informes%20COVID-19/Informe%20COVID-19.%20N%c2%ba%201_11febrero2020_ISCIII.pdf">https://www.isciii.es/QueHacemos/Servicios/VigilanciaSaludPublicaRENAVE/EnfermedadesTransmisibles/Documents/INFORMES/Informes%20COVID-19/Informe%20COVID-19.%20N%c2%ba%201_11febrero2020_ISCIII.pdf</uri>).</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Methods</title>
<sec id="s2_1">
<title>Design and sample collection</title>
<p>The study was conducted at the University Hospital Nuestra Sen&#xe3;ora de Candelaria (HUNSC) (Santa Cruz de Tenerife, Spain). The institutional review board approved the study (approval number: CHUNSC_2020_24). We assessed nasopharyngeal swabs from COVID-19/SARS-CoV-2 patients from 18 December 2020 to 27 September 2021. Routine COVID-19 testing in the centers was conducted using diverse commercial RT-qPCR alternatives, as described elsewhere (<xref ref-type="bibr" rid="B2">Alcoba-Florez et&#xa0;al., 2020</xref>). In line with the guidelines indicated by the ECDC (<xref ref-type="bibr" rid="B11">European Centre for Disease Prevention and Control, 2021</xref>) and assuming a prevalence of 10,000 positive cases per month in the territory (<uri xlink:href="https://opendata.sitcan.es/dataset/datos-epidemiologicos-covid-19">https://opendata.sitcan.es/dataset/datos-epidemiologicos-covid-19</uri>), we estimated the sequencing of 12,000 samples a year for accurate tracking of viral variants (at 50% accuracy in prevalence estimates).</p>
</sec>
<sec id="s2_2">
<title>Viral genome sequencing and classification</title>
<p>Samples were selected for sequencing if they showed a cycle threshold (Ct) &#x2264;30 for any of the amplicon targets included in the COVID-19 diagnostic kits. Libraries were prepared following either the Midnight protocol v.4 (<xref ref-type="bibr" rid="B13">Freed et&#xa0;al., 2020</xref>) by means of the Rapid Barcoding kit (SQK-RBK004, Oxford Nanopore Technologies) and sequenced on a MinION and an R9.4 flow cell (Oxford Nanopore Technologies) for 6&#xa0;h or the COVIDSeq Test (Illumina, Inc.) protocol based on the ARTIC V3 amplicons and sequenced on a NextSeq 550 (Illumina) instrument on High Output mode with 36-bp single- or pair-end (after 7 September 2021) reads following the procedures described elsewhere (<xref ref-type="bibr" rid="B3">Alcoba-Florez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B7">Ciuffreda et&#xa0;al., 2021</xref>). Positive and negative amplification controls were included in each run (one for each fraction of 94 samples).</p>
<p>The RAMPART (v.1.2.0) software package was used for real-time monitoring of the MinION sequencing run. Reads were basecalled and demultiplexed with Guppy 4.2.2 (high-accuracy mode), and the ARTIC Network bioinformatics procedures (<uri xlink:href="https://github.com/artic-network/artic-ncov2019">https://github.com/artic-network/artic-ncov2019</uri>) were used for read filtering (by length, 250&#x2013;1,500 bp), consensus assembly, and variant calling (nanopolish workflow with maximum coverage of 200&#xd7;). The COVIDSeq Test reads were processed as described elsewhere (<xref ref-type="bibr" rid="B3">Alcoba-Florez et&#xa0;al., 2021</xref>) based on the DRAGEN COVIDSeq Test v1.2.2 pipeline and the DRAGEN Lineage v3.5.3 (Illumina, Inc.). Nextclade v.0.14.3 (<xref ref-type="bibr" rid="B1">Aksamentov et&#xa0;al., 2021</xref>) was used for variant calling and functional predictions. In the final analysis, sequences having a genome coverage less than 70% of the entire SARS-CoV-2 sequence and having a QC classified as &#x201c;bad&#x201d; by Nextclade software were excluded. Pangolin v3.1.1 (<xref ref-type="bibr" rid="B21">O&#x2019;Toole et&#xa0;al., 2021b</xref>) was used for the classification of the consensus sequences. Microbetrace v0.8.2 (<xref ref-type="bibr" rid="B5">Campbell et&#xa0;al., 2021a</xref>) was used for cluster investigation together with epidemiological data from the public health authorities.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>An overview of COVID-19 cases and sequenced samples in the Canary Islands throughout the study period is presented in <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S1</bold>
</xref>. Of the 70,588 positive samples collected in the archipelago from 18 December 2020 to 27 September 2021, 11,956 (16.9%) were sequenced using either Illumina sequencing (11,936) or Oxford Nanopore Technologies (20). Of these, 8,224 samples passed the QC filtering steps and had an assigned lineage. In the period, 3,447 samples (41.9%) were assigned to Alpha, 138 (1.7%) to Beta, 47 (0.6%) to Gamma, and 3,262 (39.7%) to Delta and sublineages of Delta [1,066 (12.9%)], while 1,330 (16.1%) were assigned to other non-VOC lineages. Within the Delta sublineages, AY.4 (153) and AY.12 (119) were the most commonly found throughout the period. None of the Delta sublineages was assigned to AY.4.2 (also known as Delta plus).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Number of cases, sequenced samples, and the 14-day accumulated incidence (AI; continuous line) throughout the study period in the Canary Islands archipelago.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-919346-g002.tif"/>
</fig>
<p>The temporal distribution of the different VOCs in the Canary Islands is represented in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>. Since there were relatively few samples sequenced from two of the smallest islands [La Gomera (n = 17) and El Hierro (n = 50)] (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>) and the samples from La Graciosa were collected within those from Lanzarote, we excluded these islands from the following description. As it was previously reported for Tenerife alone (<xref ref-type="bibr" rid="B3">Alcoba-Florez et&#xa0;al., 2021</xref>), the first description of Alpha in the Canary Islands occurred around 23 December 2020 and was associated with an increase in the 14-day accumulated incidence (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). After that, the replacement of non-VOC lineages by the Alpha variant occurred more sharply in Gran Canaria and Lanzarote than in the other islands (Tenerife, Fuerteventura, and La Palma) with almost the totality of sequenced cases belonging to Alpha already by early February 2021 (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3B, C</bold>
</xref>
<bold>)</bold>.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Proportion of variants of concern (VOCs) and the 14-day accumulated incidence throughout the study period for <bold>(A)</bold> the Canary Islands as a whole and disaggregated by island for <bold>(B)</bold> the Tenerife province and <bold>(C)</bold> the Gran Canaria province. Black lines depict the 14-day accumulated incidence. AY.X denotes the sublineages of Delta (B.1.617.2).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-919346-g003.tif"/>
</fig>
<p>Apart from a first imported case in La Palma at the end of January 2021 due to a traveler returning from Cameroon, community transmission of the Beta variant in the archipelago was first identified in the island of Gran Canaria, where a large cluster of 46 cases was observed between the end of March and mid-May 2021. At the beginning of April, a second small cluster of six cases was observed in Gran Canaria with no apparent connection to the first one. In Tenerife, three small clusters of an average of four cases were observed, one at the beginning of April and two throughout June. In mid-May, a second big cluster of 58 cases was observed in Gran Canaria that lasted up to the beginning of August, when the last case of this variant was observed. Almost no cases of the Beta variant were found on any other island throughout the study period. Cases of the Gamma variant were scarce and observed in Tenerife, Gran Canaria, La Palma, and Lanzarote up to the end of May 2021, when a cluster of 24&#xa0;P.1.1 cases was observed in Fuerteventura. The Fuerteventura outbreak was associated with a religious celebration involving local residents and foreign visitors and lasted up to the middle of June. An overview of the Canary Islands archipelago geography and of the heterogeneous distribution of Beta and Gamma variants in the archipelago is presented in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Phylogenetic tree of Beta (yellow) and Gamma (orange) variants (upper panel) and their distribution in the islands of the archipelago (lower panel). Square areas are proportional to the presence of the variant in each island.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-12-919346-g004.tif"/>
</fig>
<p>Alpha, Beta, and Gamma lineages were replaced by the Delta variant that started circulating in Tenerife at the beginning of June 2021 (the first case detected in Tenerife on the 17th of May) followed by its identification in all other islands probably due to multiple introductions of this variant in the archipelago. The presence of Delta was associated with a rapid surge of COVID-19 cases in all islands when the archipelago entered the fifth wave, and the highest number of cases was reached since the beginning of the pandemic. From the end of July 2021, the previous heterogeneous distribution of VOCs in the different islands converged to a similar figure, with Delta becoming prevalent and almost completely displacing all other variants circulating in the archipelago. At the beginning of August, the sublineages of Delta (mainly AY.4 and AY.12) started circulating in the islands, completely superseding Delta by the end of September 2021.</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this work, we dissected the spread of VOCs in the Canary Islands archipelago in the period between mid-December 2020 and late September 2021. Through genome sequencing and lineage assignment of more than 8,000 SARS-CoV-2-positive nasopharyngeal swab samples, we were able to track the spatiotemporal distribution of the variants Alpha, Beta, Gamma, and Delta in the archipelago. We observed that the viral sequences detected in the islands were characterized by a diverse epidemiological background and variant distribution throughout the study, which can be largely explained by their geographical isolation and heterogeneous population size. While Alpha spread ubiquitously across the archipelago early after its first appearance in the island of Tenerife, Beta and Gamma variants were observed only in some of the islands and not in others. Beta was observed in the archipelago from late January up to August 2021, and its spatial distribution was mainly circumscribed to the islands of Gran Canaria and Tenerife, even though it was already present in several European countries by mid-January (<xref ref-type="bibr" rid="B20">O&#x2019;Toole et&#xa0;al., 2021a</xref>), representing up to 20% and 8% of cases in Austria and France, respectively, at that moment (<xref ref-type="bibr" rid="B17">Hodcroft, 2021</xref>). Cases associated with the Gamma variant were also relatively few, with a small cluster of cases observed in Tenerife in late January 2021, followed by isolated cases in the other islands. The largest Gamma cluster was a P.1.1 cluster observed in Fuerteventura. Both Beta and Gamma did not spread throughout the archipelago such as Alpha did, something that was also observed in other European countries (<xref ref-type="bibr" rid="B17">Hodcroft, 2021</xref>). We can attribute this to two factors: 1) Alpha was largely spread in Europe and worldwide at that time, something that increases the likelihood of multiple introductions of this variant in the different islands of the archipelago; 2) travel restrictions were in place during the early months of 2021 (up to May 2021) and limited the spread of Beta and Gamma once they were introduced. When Delta emerged, it was associated with a surge of cases in the archipelago throughout the summer, mimicking what occurred in the United Kingdom (<xref ref-type="bibr" rid="B26">Riley et&#xa0;al., 2021</xref>) and in the rest of Europe (<xref ref-type="bibr" rid="B17">Hodcroft, 2021</xref>). We attribute this not only to the intrinsically higher transmissibility of the Delta variant compared to the previously circulating VOCs (<xref ref-type="bibr" rid="B6">Campbell et&#xa0;al., 2021b</xref>) but also to the concurrent lifting of COVID-19 restrictions in the archipelago and nationwide. Since August 2021, we observed the emergence of diverse Delta sublineages (AY.4 and AY.12), similar to what occurred worldwide throughout the summer (<xref ref-type="bibr" rid="B4">Angeletti et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B10">Eales et&#xa0;al., 2021</xref>).</p>
<p>In summary, as a response to the COVID-19 pandemic, we established a network for genomic surveillance of SARS-CoV-2 in the Canary Islands based on two sequencing technologies, leveraging homogeneous and centralized processing of samples, efficient sequencing workflows, rigorous data quality control, and accurate sequence classification. To do so, we relied on both previously existing capacities and human resources in the involved laboratories and the rapid dissemination of information over VOCs and open-source bioinformatics tools made available by researchers worldwide. We managed to sequence more than 15% of COVID-19 cases of the archipelago in the study period, aligning our sequencing strategy to the WHO and the ECDC recommendations. We recognize sampling bias as a limitation of our study, with sample collection being not proportional to the number of cases in all islands. In fact, the island of Tenerife always had the highest percentage of sequenced samples mainly because the network was physically located in the island and therefore sample logistics was easier. Despite this, we managed to efficiently identify and track all VOCs in the Canary Islands since December 2020 and promptly inform the public health authorities in the region.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>Sequences in FASTA format have been deposited in GISAID with EPI_ISL codes ranging in the following intervals: 14072942-14073924, 14076844-14076860, 14091532-14092460, 14094040-14094110, 14094631-14095630, 14100149-14101148, 14102007-14103006, and 14103347-14103889.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The study was conducted at the University Hospital Nuestra Sen&#xe3;ora de Candelaria (HUNSC) (Santa Cruz de Tenerife, Spain). The institutional review board approved the study (approval number: CHUNSC_2020_24). Written informed consent for participation was not provided by the participants&#x2019; legal guardians/next of kin because: For Public Health reasons linked to the COVID-19 emergency.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>JA-F and CF planned the experiments and supervised the project. LC, RG-M, DG-MdA, HG-C, HR-P, AI-C, IDM-M, TT-N, OD-G, and JL-S collected the samples and conducted the sequencing experiments. LC, JL-S, AV-F, and CF performed the analysis and interpreted the results. CF obtained the funding. LC, JL-S, and CF drafted the first version of the manuscript and prepared the figures. All authors contributed to manuscript revision and read and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by Cabildo Insular de Tenerife (grants CGIEU0000219140 and &#x201c;Apuestas cient&#xed;ficas del ITER para colaborar en la lucha contra la COVID-19&#x201d;); the agreement with Instituto Tecnol&#xf3;gico y de Energ&#xed;as Renovables (ITER) to strengthen scientific and technological education, training research, development and innovation in Genomics, Personalized Medicine and Biotechnology (grant number OA17/008); Instituto de Salud Carlos III (grant numbers FI18/00230 and PI20/00876) and Ministerio de Ciencia e Innovaci&#xf3;n (grant number RTC-2017-6471-1), co-funded by the European Regional Development Fund (ERDF), &#x201c;A way of making Europe&#x201d; from the European Union. The funders had no role in the study design, collection, analysis and interpretation of data, in the writing of the manuscript or in the decision to submit the manuscript for publication.</p>
</sec>
<sec id="s9" sec-type="acknowledgement">
<title>Acknowledgments</title>
<p>We deeply acknowledge the University Hospital Nuestra Se&#xf1;ora de Candelaria (HUNSC) and the Instituto Tecnol&#xf3;gico y de Energ&#xed;as Renovables (ITER) board of directors for their strong support and assistance in accessing diverse resources used in the study.</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be foundonline at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcimb.2022.919346/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2022.919346/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.pdf" id="SM1" mimetype="application/pdf"/>
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