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June 2, 2024
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A crowdsourcing database for the copy-number variation of the Spanish population

Publicated to:Human Genomics. 17 (1): - 2023-01-01 17(1), DOI: 10.1186/s40246-023-00466-8

Authors: López-López D; Roldán G; Fernández-Rueda JL; Bostelmann G; Carmona R; Aquino V; Perez-Florido J; Ortuño F; Pita G; Núñez-Torres R; González-Neira A; Alonso A; Salgado-Garrido J; Pasalodos-Sanchez S; Ayuso C; Minguez P; Avila-Fernandez A; Corton M; Artuch R; Borrego S; Antiñolo G; Carracedo A; Amigo J; Castaño LA; Tejada I; Delmiro A; Espinos C; Grinberg D; Guillén E; Lapunzina P; Lopez-Escámez JA; Gallego-Martinez A; Martí R; Rovira E; Millán JM; Moreno MA; Morin M; Moreno-Galdó A; Fernández-Cancio M; Morte B; Mulero V; García D; Nunes V; Palau F; Perez B; Jurado LP; Perona R; Pujol A; Ramos F; Lopez E; Ribes A; Rosell J; Surrallés J; Peña-Chilet M; Dopazo J

Affiliations

Agencia Estatal Consejo Superior de Investigaciones Científicas; Madrid; Spain - Author
Asociación Instituto de Investigación Sanitaria de Biocruces; Vizcaya; Spain - Author
Centro de Investigación Príncipe Felipe; Valencia; Spain - Author
Computational Medicine Platform; Andalusian Public Foundation Progress and Health-FPS; Seville; 41013; Spain - Author
Computational Medicine Platform; Andalusian Public Foundation Progress and Health-FPS; Seville; 41013; Spain; Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER); ISCIII; Madrid; Spain - Author
Computational Medicine Platform; Andalusian Public Foundation Progress and Health-FPS; Seville; 41013; Spain; Department of Computer Architecture and Computer Technology; University of Granada; Granada; 18071; Spain - Author
Computational Medicine Platform; Andalusian Public Foundation Progress and Health-FPS; Seville; 41013; Spain; Institute of Biomedicine of Seville; IBiS; University Hospital Virgen del Rocío/CSIC/University of Seville; Seville; Spain - Author
Computational Medicine Platform; Andalusian Public Foundation Progress and Health-FPS; Seville; 41013; Spain; Institute of Biomedicine of Seville; IBiS; University Hospital Virgen del Rocío/CSIC/University of Seville; Seville; Spain; Centro de Investigaci - Author
Department of Genetics; Instituto de Investigación Sanitaria-Fundación Jiménez Díaz University Hospital; Universidad Autónoma de Madrid (IIS-FJD; UAM); Madrid; Spain - Author
Department of Genomic Medicine; Centre for Genomics and Oncological Research (GENYO); Pfizer University of Granada; Granada; Spain - Author
Fundación IDIBELL; Barcelona; Spain - Author
Fundación Instituto de Investigación Sanitaria Illes Baleares (IdISBa); Palma; Spain - Author
Fundación para la Investigación del Hospital la Fe; Valencia; Spain - Author
Fundación Para la Investigación y Docencia Sant Joan de Deu; Barcelona; Spain - Author
Fundación Pública Galega de Medicina Xenómica; SERGAS; IDIS; Santiago de Compostela; Spain - Author
Hospital Clínico y Provincial de Barcelona; Barcelona; Spain - Author
Hospital Univ. 12 de Octubre; Madrid; Spain - Author
Hospital Virgen de la Arrixaca; Murcia; Spain - Author
Human Genotyping Unit–CeGen; Spanish National Cancer Research Centre (CNIO); Madrid; 28029; Spain - Author
Navarrabiomed-IdiSNA; Complejo Hospitalario de Navarra; IdiSNA (Navarra Institute for Health Research); Universidad Pública de Navarra (UPNA); Navarre; Pamplona; Spain - Author
Servicio de Genética; Ramón y Cajal Institute of Health Research (IRYCIS) and Biomedical Network Research Centre on Rare Diseases (CIBERER); Madrid; Spain - Author
Servicio Madrileño de Salud; Madrid; Spain - Author
Undiagnosed Rare Diseases Programme (ENoD); Center for Biomedical Research on Rare Diseases (CIBERER); ISCIII; Madrid; Spain - Author
Universidad Autónoma de Barcelona; Barcelona; Spain - Author
Universidad Autonoma de Madrid; Madrid; Spain - Author
Universidad de Barcelona; Barcelona; Spain - Author
Universidad de Murcia; Murcia; Spain - Author
Universidad de Zaragoza; Saragossa; Spain - Author
Universidad Pompeu Fabra; Barcelona; Spain - Author
University Hospital Virgen del Rocío; Seville; Spain - Author
Vall d’Hebron Institut de Recerca (VHIR); Hospital Universitari Vall d’Hebron; Barcelona; Spain - Author
Vall d’Hebron Institut de Recerca; Barcelona; Spain - Author
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Abstract

Background: Despite being a very common type of genetic variation, the distribution of copy-number variations (CNVs) in the population is still poorly understood. The knowledge of the genetic variability, especially at the level of the local population, is a critical factor for distinguishing pathogenic from non-pathogenic variation in the discovery of new disease variants. Results: Here, we present the SPAnish Copy Number Alterations Collaborative Server (SPACNACS), which currently contains copy number variation profiles obtained from more than 400 genomes and exomes of unrelated Spanish individuals. By means of a collaborative crowdsourcing effort whole genome and whole exome sequencing data, produced by local genomic projects and for other purposes, is continuously collected. Once checked both, the Spanish ancestry and the lack of kinship with other individuals in the SPACNACS, the CNVs are inferred for these sequences and they are used to populate the database. A web interface allows querying the database with different filters that include ICD10 upper categories. This allows discarding samples from the disease under study and obtaining pseudo-control CNV profiles from the local population. We also show here additional studies on the local impact of CNVs in some phenotypes and on pharmacogenomic variants. SPACNACS can be accessed at: http://csvs.clinbioinfosspa.es/spacnacs/. Conclusion: SPACNACS facilitates disease gene discovery by providing detailed information of the local variability of the population and exemplifies how to reuse genomic data produced for other purposes to build a local reference database. © 2023, The Author(s).

Keywords

AdultAnatomical conceptsArticleAtaxiaBone dysplasiaBrain diseaseBreast carcinomaBronchiectasisCardiomyopathyColon cancerCongenital malformationControlled studyCopy number variationCrowdsourcingData baseDatabases, factualDevelopmental delayDna copy number variationsDystoniaFactual databaseGenetic variabilityGeneticsGenomicsHumanHypertrophic cardiomyopathyIntellectual impairmentKidney cystKidney failureLearning disorderLeave one out cross validationLung fibrosisMacrocephalyMicrocephalyMuscle weaknessMyopathyNeurofibromaOverlapping geneParkinsonismPathogenicityPerception deafnessPeripheral neuropathyPharmacogenetic testingPharmacogenetic variantPhenotypeRetinopathySensationShort statureSpastic paraplegiaStomach cancerWhole exome sequencingWhole genome sequencing

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Human Genomics due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2023, it was in position , thus managing to position itself as a Q1 (Primer Cuartil), in the category Drug Discovery.

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: 1.76, 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 Jul 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-07-06, the following number of citations:

  • Scopus: 3

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 2025-07-06:

  • 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: 46.
  • 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: 46 (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: 46.5.
  • The number of mentions on the social network X (formerly Twitter): 25 (Altmetric).
  • The number of mentions in news outlets: 4 (Altmetric).