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Impact on the Sustainable Development Goals (SDGs)

Analysis of institutional authors

González-Bodi SAuthor

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The first wave of the COVID-19 epidemic in Spain was associated with early introductions and fast spread of a dominating genetic variant

Publicated to:Nature Genetics. 53 (10): 1405-1414 - 2021-10-01 53(10), DOI: 10.1038/s41588-021-00936-6

Authors: López MG; Chiner-Oms Á; García de Viedma D; Ruiz-Rodriguez P; Bracho MA; Cancino-Muñoz I; D’Auria G; de Marco G; García-González N; Goig GA; Gómez-Navarro I; Jiménez-Serrano S; Martinez-Priego L; Ruiz-Hueso P; Ruiz-Roldán L; Torres-Puente M; Alberola J; Albert E; Aranzamendi Zaldumbide M; Bea-Escudero MP; Boga JA; Bordoy AE; Canut-Blasco A; Carvajal A; Cilla Eguiluz G; Cordón Rodríguez ML; Costa-Alcalde JJ; de Toro M; de Toro Peinado I; del Pozo JL; Duchêne S; Fernández-Pinero J; Fuster Escrivá B; Gimeno Cardona C; González Galán V; Gonzalo Jiménez N; Hernáez Crespo S; Herranz M; Lepe JA; López-Causapé C; López-Hontangas JL; Martín V; Martró E; Milagro Beamonte A; Montes Ros M; Moreno-Muñoz R; Navarro D; Navarro-Marí JM; Not A; Oliver A; Palop-Borrás B; Parra Grande M; Pedrosa-Corral I; Pérez González MC; Pérez-Lago L; Pérez-Ruiz M; Piñeiro Vázquez L; Rabella N; Rezusta A; Robles Fonseca L; Rodríguez-Villodres Á; Sanbonmatsu-Gámez S; Sicilia J; Soriano A; Tirado Balaguer MD; Torres I; Tristancho A; Marimón JM; Pérez-Tur J; García de Viedma D; Catalán-Alonso P; Suárez González J; Muñoz P; Galán-Vendrell I; Ferrús-Abad ML; Carbó-Ramírez S; Nogueira JM; Camarena JJ; Martínez Expósito Ó; Antona Urieta N; Castelló-Abietar C; Rojo-Alba S; Álvarez-Argüelles ME; Melón S; Antuori A; Fernández-Navarro A; Lecaroz Agara MC; Gómez-González C; Aguirre-Quiñonero A; López-Mirones JI; Fernández-Torres M; Almela-Ferrer MR; Fregeneda-Grandes JM; Argüello H

Affiliations

Biocruces Bizkaia Instituto de Investigación Sanitaria , Osakidetza, Cruces University Hospital - Author
Centro de Investigación Biomédica de La Rioja (CIBIR) - Author
Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública , Hospital Universitari Germans Trias i Pujol - Author
Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública , Servicio de Secuenciación - Author
Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública , Universidad de León - Author
Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública , Universitat de València - Author
Complejo Hospitalario Universitario de Albacete - Author
Complejo Hospitalario Universitario de Granada - Author
Complejo Hospitalario Universitario de Santiago - Author
CSIC - Instituto de Biomedicina de Valencia (IBV) - Author
Hospital Clinic Barcelona - Author
Hospital Clínico Universitario de Valencia - Author
Hospital Clinico Universitario de Valencia , Universitat de València - Author
Hospital Clinico Universitario de Valencia , Universitat de València , Generalitat Valenciana - Author
Hospital de Gran Canaria Dr. Negrin - Author
Hospital General de Castellón - Author
Hospital General Universitario de Alicante - Author
Hospital General Universitario de Valencia - Author
Hospital General Universitario de Valencia , Universitat de València - Author
Hospital Marina Baixa - Author
Hospital Miguel Servet - Author
Hospital Regional Universitario Carlos Haya - Author
Hospital Universitari Germans Trias i Pujol - Author
Hospital Universitari I Politècnic la Fe - Author
Hospital Universitario Araba - Author
Hospital Universitario Son Espases - Author
Hospital Universitario Son Espases , Instituto de Investigación Sanitaria de las Islas Baleares - Author
HOSPITAL UNIVERSITARIO VIRGEN DEL ROCIO - Author
Instituto de Investigación Sanitaria Aragón (IISA) , Hospital Miguel Servet - Author
Instituto de Investigación Sanitaria Aragón (IISA) , Hospital Miguel Servet , Facultad de Medicina, Universidad de Zaragoza - Author
Instituto de Investigación Sanitaria del Principado de Asturias , Hospital Universitario Central de Asturias - Author
Instituto de Investigación Sanitaria Gregorio Marañón - Author
Instituto de Investigación Sanitaria Gregorio Marañón , Centro de Investigación Biomédica en Red de Enfermedades Respiratorias , Hospital General Universitario Gregorio Marañon - Author
Instituto de Investigación Sanitaria Gregorio Marañón , Hospital General Universitario Gregorio Marañon - Author
Instituto Nacional de Investigacion y Tecnologia Agraria y Alimentaria - Author
Osakidetza, Donostia University Hospital - Author
Servicio de Secuenciación - Author
Swiss Tropical and Public Health Institute (Swiss TPH) - Author
Universidad de León - Author
Universidad de Navarra - Author
Universitat Autònoma de Barcelona , Hospital de La Santa Creu I Sant Pau , CREPIMC - Author
Universitat de València - Author
University of Melbourne - Author
See more

Abstract

The coronavirus disease 2019 (COVID-19) pandemic has affected the world radically since 2020. Spain was one of the European countries with the highest incidence during the first wave. As a part of a consortium to monitor and study the evolution of the epidemic, we sequenced 2,170 samples, diagnosed mostly before lockdown measures. Here, we identified at least 500 introductions from multiple international sources and documented the early rise of two dominant Spanish epidemic clades (SECs), probably amplified by superspreading events. Both SECs were related closely to the initial Asian variants of SARS-CoV-2 and spread widely across Spain. We inferred a substantial reduction in the effective reproductive number of both SECs due to public-health interventions (Re < 1), also reflected in the replacement of SECs by a new variant over the summer of 2020. In summary, we reveal a notable difference in the initial genetic makeup of SARS-CoV-2 in Spain compared with other European countries and show evidence to support the effectiveness of lockdown measures in controlling virus spread, even for the most successful genetic variants.

Keywords

Good health and well-being

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Nature Genetics due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2021, it was in position 2/175, thus managing to position itself as a Q1 (Primer Cuartil), in the category Genetics & Heredity. Notably, the journal is positioned above the 90th percentile.

From a relative perspective, and based on the normalized impact indicator calculated from the Field Citation Ratio (FCR) of the Dimensions source, it yields a value of: 10.39, which indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: Dimensions Jun 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-06-10, the following number of citations:

  • Open Alex: 49
  • OpenCitations: 35

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-10:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 104.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 102 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 141.13.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 196 (Altmetric).
Continuing with the social impact of the work, it is important to emphasize that, due to its content, it can be assigned to the area of interest of ODS 3 - Ensure healthy lives and promote well-being for all at all ages, with a probability of 87% according to the mBERT algorithm developed by Aurora University.

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Australia; Granada; Switzerland.