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Holesova Z, Pös O, Gazdarica J, Kucharik M, Budis J, Hyblova M, Minarik G, Szemes T. Understanding genetic variability: exploring large-scale copy number variants through non-invasive prenatal testing in European populations. BMC Genomics 2024; 25:366. [PMID: 38622538 PMCID: PMC11017555 DOI: 10.1186/s12864-024-10267-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 03/28/2024] [Indexed: 04/17/2024] Open
Abstract
Large-scale copy number variants (CNVs) are structural alterations in the genome that involve the duplication or deletion of DNA segments, contributing to genetic diversity and playing a crucial role in the evolution and development of various diseases and disorders, as they can lead to the dosage imbalance of one or more genes. Massively parallel sequencing (MPS) has revolutionized the field of genetic analysis and contributed significantly to routine clinical diagnosis and screening. It offers a precise method for detecting CNVs with exceptional accuracy. In this context, a non-invasive prenatal test (NIPT) based on the sequencing of cell-free DNA (cfDNA) from pregnant women's plasma using a low-coverage whole genome MPS (WGS) approach represents a valuable source for population studies. Here, we analyzed genomic data of 12,732 pregnant women from the Slovak (9,230), Czech (1,583), and Hungarian (1,919) populations. We identified 5,062 CNVs ranging from 200 kbp and described their basic characteristics and differences between the subject populations. Our results suggest that re-analysis of sequencing data from routine WGS assays has the potential to obtain large-scale CNV population frequencies, which are not well known and may provide valuable information to support the classification and interpretation of this type of genetic variation. Furthermore, this could contribute to expanding knowledge about the central European genome without investing in additional laboratory work, as NIPTs are a relatively widely used screening method.
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Affiliation(s)
| | - Ondrej Pös
- Geneton Ltd, Bratislava, Slovakia
- Comenius University Science Park, Bratislava, Slovakia
| | - Juraj Gazdarica
- Geneton Ltd, Bratislava, Slovakia
- Slovak Centre of Scientific and Technical Information, Bratislava, Slovakia
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia
| | - Marcel Kucharik
- Geneton Ltd, Bratislava, Slovakia
- Comenius University Science Park, Bratislava, Slovakia
| | - Jaroslav Budis
- Geneton Ltd, Bratislava, Slovakia
- Comenius University Science Park, Bratislava, Slovakia
- Slovak Centre of Scientific and Technical Information, Bratislava, Slovakia
| | - Michaela Hyblova
- TRISOMYtest Ltd, Nitra, Slovakia
- Medirex Group Academy, Nitra, Slovakia
| | - Gabriel Minarik
- TRISOMYtest Ltd, Nitra, Slovakia
- Medirex Group Academy, Nitra, Slovakia
| | - Tomas Szemes
- Geneton Ltd, Bratislava, Slovakia
- Comenius University Science Park, Bratislava, Slovakia
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia
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Forgacova N, Gazdarica J, Budis J, Radvanszky J, Szemes T. Repurposing non-invasive prenatal testing data: Population study of single nucleotide variants associated with colorectal cancer and Lynch syndrome. Oncol Lett 2021; 22:779. [PMID: 34594420 PMCID: PMC8456492 DOI: 10.3892/ol.2021.13040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/16/2021] [Indexed: 12/24/2022] Open
Abstract
In our previous work, genomic data generated through non-invasive prenatal testing (NIPT) based on low-coverage massively parallel whole-genome sequencing of total plasma DNA of pregnant women in Slovakia was described as a valuable source of population specific data. In the present study, these data were used to determine the population allele frequency of common risk variants located in genes associated with colorectal cancer (CRC) and Lynch syndrome (LS). Allele frequencies of identified variants were compared with six world populations to detect significant differences between populations. Finally, variants were interpreted, functional consequences were searched for and clinical significance of variants was investigated using publicly available databases. Although the present study did not identify any pathogenic variants associated with CRC or LS in the Slovak population using NIPT data, significant differences were observed in the allelic frequency of risk CRC variants previously reported in genome-wide association studies and common variants located in genes associated with LS. As Slovakia is one of the leading countries with the highest incidence of CRC among male patients in the world, there is a need for studies dedicated to investigating the cause of such a high incidence of CRC in Slovakia. The present study also assumed that extensive cross-country data aggregation of NIPT results would represent an unprecedented source of information concerning human genome variation in cancer research.
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Affiliation(s)
- Natalia Forgacova
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia.,Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia
| | - Juraj Gazdarica
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.,Geneton Ltd., 841 04 Bratislava, Slovakia.,Science Support Section, Slovak Centre of Scientific and Technical Information, 811 04 Bratislava, Slovakia
| | - Jaroslav Budis
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia.,Geneton Ltd., 841 04 Bratislava, Slovakia.,Science Support Section, Slovak Centre of Scientific and Technical Information, 811 04 Bratislava, Slovakia
| | - Jan Radvanszky
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia.,Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.,Institute for Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia
| | - Tomas Szemes
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia.,Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.,Geneton Ltd., 841 04 Bratislava, Slovakia
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Kirsch E, Szejko N, Falcone GJ. Genetic underpinnings of cerebral edema in acute brain injury: an opportunity for pathway discovery. Neurosci Lett 2020; 730:135046. [PMID: 32464484 PMCID: PMC7372633 DOI: 10.1016/j.neulet.2020.135046] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 05/06/2020] [Accepted: 05/07/2020] [Indexed: 11/27/2022]
Abstract
Cerebral edema constitutes an important contributor to secondary injury in acute brain injury. The quantification of cerebral edema in neuroimaging, a well-established biomarker of secondary brain injury, represents a useful intermediate phenotype to study edema formation. Population genetics provides powerful tools to identify novel susceptibility genes, biological pathways and therapeutic targets related to brain edema formation. Here, we provide an overview of the pathogenesis of cerebral edema, introduce relevant genetic methods to study this process, and discuss the ongoing research on the genetic underpinnings of edema formation in acute brain injury. The epsilon 2 and 4 variants within the Apolipoprotein E (APOE) gene are associated with worse outcome after traumatic brain injury and intracerebral hemorrhage, and recent studies link these polymorphisms to inflammatory processes that lead to blood-brain barrier disruption and vasogenic edema. For the Haptoglobin gene (HP), the Hp 2-2 genotype associates with worse outcome after acute brain injury, whereas the haptoglobin Hp 1-1 genotype correlates with increased edema in the early phases of intracerebral hemorrhage. Another important protein in cerebral edema is aquaporin 4, coded by the AQP4 gene. AQP4 mutations contribute to the formation of cytotoxic edema, and further genetic research is necessary to help elucidate the mediating mechanism. Findings supporting the target genes outlined above require replication in larger samples and evaluation in non-white populations. These next steps will be significantly facilitated by the rapid changes observed in the field of population genetics, including large international collaborations, open access to genetic data, and significant reductions in the cost of genotyping technologies.
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Affiliation(s)
- Elayna Kirsch
- Duke University School of Medicine, Durham, NC, USA; Division of Neurocritical Care & Emergency Neurology, Department of Neurology, Yale School of Medicine, 15 York Street, LLCI Room 1004D, P.O. Box 20801, New Haven, CT 06510, USA
| | - Natalia Szejko
- Division of Neurocritical Care & Emergency Neurology, Department of Neurology, Yale School of Medicine, 15 York Street, LLCI Room 1004D, P.O. Box 20801, New Haven, CT 06510, USA; Department of Neurology, Medical University of Warsaw, Warsaw, Poland; Department of Bioethics, Medical University of Warsaw, Warsaw, Poland
| | - Guido J Falcone
- Division of Neurocritical Care & Emergency Neurology, Department of Neurology, Yale School of Medicine, 15 York Street, LLCI Room 1004D, P.O. Box 20801, New Haven, CT 06510, USA.
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Acosta JN, Brown SC, Falcone GJ. Genetic Variation and Response to Neurocritical Illness: a Powerful Approach to Identify Novel Pathophysiological Mechanisms and Therapeutic Targets. Neurotherapeutics 2020; 17:581-592. [PMID: 31975153 PMCID: PMC7283396 DOI: 10.1007/s13311-020-00837-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Disease-specific therapeutic options for critically ill neurological patients are limited. The identification of new preventive, therapeutic, and rehabilitation strategies is of the utmost importance in the field of neurocritical care research. Population genetics offers powerful tools to identify and prioritize biological pathways to be targeted by novel interventions. New treatments with supportive genetic evidence have twice the chances of obtaining final FDA approval compared to those without this support. Large collaborations, public access to data, reproducible science, and innovative analytical methods have exponentially increased the pace of discoveries related to neurocritical care genetics.
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Affiliation(s)
- Julián N Acosta
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, Connecticut, 06520, USA
| | - Stacy C Brown
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, Connecticut, 06520, USA
| | - Guido J Falcone
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, Connecticut, 06520, USA.
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Pös O, Budis J, Kubiritova Z, Kucharik M, Duris F, Radvanszky J, Szemes T. Identification of Structural Variation from NGS-Based Non-Invasive Prenatal Testing. Int J Mol Sci 2019; 20:E4403. [PMID: 31500242 PMCID: PMC6769840 DOI: 10.3390/ijms20184403] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 09/03/2019] [Accepted: 09/04/2019] [Indexed: 01/18/2023] Open
Abstract
Copy number variants (CNVs) are an important type of human genome variation, which play a significant role in evolution contribute to population diversity and human genetic diseases. In recent years, next generation sequencing has become a valuable tool for clinical diagnostics and to provide sensitive and accurate approaches for detecting CNVs. In our previous work, we described a non-invasive prenatal test (NIPT) based on low-coverage massively parallel whole-genome sequencing of total plasma DNA for detection of CNV aberrations ≥600 kbp. We reanalyzed NIPT genomic data from 5018 patients to evaluate CNV aberrations in the Slovak population. Our analysis of autosomal chromosomes identified 225 maternal CNVs (47 deletions; 178 duplications) ranging from 600 to 7820 kbp. According to the ClinVar database, 137 CNVs (60.89%) were fully overlapping with previously annotated variants, 66 CNVs (29.33%) were in partial overlap, and 22 CNVs (9.78%) did not overlap with any previously described variant. Identified variants were further classified with the AnnotSV method. In summary, we identified 129 likely benign variants, 13 variants of uncertain significance, and 83 likely pathogenic variants. In this study, we use NIPT as a valuable source of population specific data. Our results suggest the utility of genomic data from commercial CNV analysis test as background for a population study.
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Affiliation(s)
- Ondrej Pös
- Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.
- Geneton Ltd., 841 04 Bratislava, Slovakia.
| | - Jaroslav Budis
- Geneton Ltd., 841 04 Bratislava, Slovakia.
- Comenius University Science Park, 841 04 Bratislava, Slovakia.
- Slovak Center of Scientific and Technical Information, 811 04 Bratislava, Slovakia.
| | - Zuzana Kubiritova
- Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.
- Institute for Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia.
| | | | - Frantisek Duris
- Geneton Ltd., 841 04 Bratislava, Slovakia.
- Slovak Center of Scientific and Technical Information, 811 04 Bratislava, Slovakia.
| | - Jan Radvanszky
- Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.
- Institute for Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia.
| | - Tomas Szemes
- Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia.
- Geneton Ltd., 841 04 Bratislava, Slovakia.
- Comenius University Science Park, 841 04 Bratislava, Slovakia.
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Lüscher TF. Towards personalized prevention in special patient populations. Eur Heart J 2015; 36:1699-701. [PMID: 26173933 DOI: 10.1093/eurheartj/ehv232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Thomas F Lüscher
- Editor-in-Chief, Zurich Heart House, Careum Campus, Moussonstrasse 4, 8091 Zurich, Switzerland
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Unravelling the complex genetic background of atopic dermatitis: from genetic association results towards novel therapeutic strategies. Arch Dermatol Res 2015; 307:659-70. [PMID: 25693656 DOI: 10.1007/s00403-015-1550-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 01/14/2015] [Accepted: 01/31/2015] [Indexed: 02/06/2023]
Abstract
Atopic dermatitis (AD) is a chronic inflammatory skin disease arising from complex interaction between genetic and environmental factors. As the starting point of the so-called "atopic march", e.g. the progression towards allergic asthma in some but not all affected children, AD has come into focus for potential disease-modifying strategies. To elucidate the genetic factors influencing AD development, linkage, association as well as genome-wide association studies have been performed over the last two decades. The results suggest that besides variation in immune-mediated pathways, an intact skin barrier function plays a key role in AD development. Mutations in the gene encoding filaggrin, a major structural protein in the epidermis, have been consistently associated with AD, especially the early-onset persistent form of disease, and are regarded as the most significant known risk factor for AD development to date. Additionally, variation in some other genes involved in skin integrity and barrier function have shown association with AD. However, the known genetic risk factors can only explain a small part of the heritability at the moment. Whole-exome or whole-genome sequencing studies have not been reported yet, but will probably soon evaluate the influence of rare variations for AD development. Additionally, large multi-centre studies comprehensively incorporating gene-gene and gene-environment interactions as well as epigenetic mechanisms might further elucidate the genetic factors underlying AD pathogenesis and, thus, open the way for a more individualized treatment in the future.
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