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Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation
Despite rapid improvements in the accessibility of whole-genome sequencing (WGS), understanding the extent of human genetic variation is limited by the scarce availability of genome sequences from underrepresented populations. Developing the population-scale reference database of Latvian genetic var...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607061/ https://www.ncbi.nlm.nih.gov/pubmed/37895026 http://dx.doi.org/10.3390/ijms242015345 |
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author | Reščenko, Raimonds Brīvība, Monta Atava, Ivanna Rovīte, Vita Pečulis, Raitis Silamiķelis, Ivars Ansone, Laura Megnis, Kaspars Birzniece, Līga Leja, Mārcis Xu, Liqin Shi, Xulian Zhou, Yan Slaitas, Andis Hou, Yong Kloviņš, Jānis |
author_facet | Reščenko, Raimonds Brīvība, Monta Atava, Ivanna Rovīte, Vita Pečulis, Raitis Silamiķelis, Ivars Ansone, Laura Megnis, Kaspars Birzniece, Līga Leja, Mārcis Xu, Liqin Shi, Xulian Zhou, Yan Slaitas, Andis Hou, Yong Kloviņš, Jānis |
author_sort | Reščenko, Raimonds |
collection | PubMed |
description | Despite rapid improvements in the accessibility of whole-genome sequencing (WGS), understanding the extent of human genetic variation is limited by the scarce availability of genome sequences from underrepresented populations. Developing the population-scale reference database of Latvian genetic variation may fill the gap in European genomes and improve human genomics research. In this study, we analysed a high-coverage WGS dataset comprising 502 individuals selected from the Genome Database of the Latvian Population. An assessment of variant type, location in the genome, function, medical relevance, and novelty was performed, and a population-specific imputation reference panel (IRP) was developed. We identified more than 18.2 million variants in total, of which 3.3% so far are not represented in gnomAD and dbSNP databases. Moreover, we observed a notable though distinct clustering of the Latvian cohort within the European subpopulations. Finally, our findings demonstrate the improved performance of imputation of variants using the Latvian population-specific reference panel in the Latvian population compared to established IRPs. In summary, our study provides the first WGS data for a regional reference genome that will serve as a resource for the development of precision medicine and complement the global genome dataset, improving the understanding of human genetic variation. |
format | Online Article Text |
id | pubmed-10607061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106070612023-10-28 Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation Reščenko, Raimonds Brīvība, Monta Atava, Ivanna Rovīte, Vita Pečulis, Raitis Silamiķelis, Ivars Ansone, Laura Megnis, Kaspars Birzniece, Līga Leja, Mārcis Xu, Liqin Shi, Xulian Zhou, Yan Slaitas, Andis Hou, Yong Kloviņš, Jānis Int J Mol Sci Article Despite rapid improvements in the accessibility of whole-genome sequencing (WGS), understanding the extent of human genetic variation is limited by the scarce availability of genome sequences from underrepresented populations. Developing the population-scale reference database of Latvian genetic variation may fill the gap in European genomes and improve human genomics research. In this study, we analysed a high-coverage WGS dataset comprising 502 individuals selected from the Genome Database of the Latvian Population. An assessment of variant type, location in the genome, function, medical relevance, and novelty was performed, and a population-specific imputation reference panel (IRP) was developed. We identified more than 18.2 million variants in total, of which 3.3% so far are not represented in gnomAD and dbSNP databases. Moreover, we observed a notable though distinct clustering of the Latvian cohort within the European subpopulations. Finally, our findings demonstrate the improved performance of imputation of variants using the Latvian population-specific reference panel in the Latvian population compared to established IRPs. In summary, our study provides the first WGS data for a regional reference genome that will serve as a resource for the development of precision medicine and complement the global genome dataset, improving the understanding of human genetic variation. MDPI 2023-10-19 /pmc/articles/PMC10607061/ /pubmed/37895026 http://dx.doi.org/10.3390/ijms242015345 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Reščenko, Raimonds Brīvība, Monta Atava, Ivanna Rovīte, Vita Pečulis, Raitis Silamiķelis, Ivars Ansone, Laura Megnis, Kaspars Birzniece, Līga Leja, Mārcis Xu, Liqin Shi, Xulian Zhou, Yan Slaitas, Andis Hou, Yong Kloviņš, Jānis Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation |
title | Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation |
title_full | Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation |
title_fullStr | Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation |
title_full_unstemmed | Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation |
title_short | Whole-Genome Sequencing of 502 Individuals from Latvia: The First Step towards a Population-Specific Reference of Genetic Variation |
title_sort | whole-genome sequencing of 502 individuals from latvia: the first step towards a population-specific reference of genetic variation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607061/ https://www.ncbi.nlm.nih.gov/pubmed/37895026 http://dx.doi.org/10.3390/ijms242015345 |
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