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Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants
BACKGROUND: Next-generation sequencing (NGS) based population screening holds great promise for disease prevention and earlier diagnosis, but the costs associated with screening millions of humans remain prohibitive. New methods for population genetic testing that lower the costs of NGS without comp...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013285/ https://www.ncbi.nlm.nih.gov/pubmed/36918911 http://dx.doi.org/10.1186/s13073-023-01167-6 |
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author | Stoltze, Ulrik Kristoffer Hagen, Christian Munch van Overeem Hansen, Thomas Byrjalsen, Anna Gerdes, Anne-Marie Yakimov, Victor Rasmussen, Simon Bækvad-Hansen, Marie Hougaard, David Michael Schmiegelow, Kjeld Hjalgrim, Henrik Wadt, Karin Bybjerg-Grauholm, Jonas |
author_facet | Stoltze, Ulrik Kristoffer Hagen, Christian Munch van Overeem Hansen, Thomas Byrjalsen, Anna Gerdes, Anne-Marie Yakimov, Victor Rasmussen, Simon Bækvad-Hansen, Marie Hougaard, David Michael Schmiegelow, Kjeld Hjalgrim, Henrik Wadt, Karin Bybjerg-Grauholm, Jonas |
author_sort | Stoltze, Ulrik Kristoffer |
collection | PubMed |
description | BACKGROUND: Next-generation sequencing (NGS) based population screening holds great promise for disease prevention and earlier diagnosis, but the costs associated with screening millions of humans remain prohibitive. New methods for population genetic testing that lower the costs of NGS without compromising diagnostic power are needed. METHODS: We developed double batched sequencing where DNA samples are batch-sequenced twice — directly pinpointing individuals with rare variants. We sequenced batches of at-birth blood spot DNA using a commercial 113-gene panel in an explorative (n = 100) and a validation (n = 100) cohort of children who went on to develop pediatric cancers. All results were benchmarked against individual whole genome sequencing data. RESULTS: We demonstrated fully replicable detection of cancer-causing germline variants, with positive and negative predictive values of 100% (95% CI, 0.91–1.00 and 95% CI, 0.98–1.00, respectively). Pathogenic and clinically actionable variants were detected in RB1, TP53, BRCA2, APC, and 19 other genes. Analyses of larger batches indicated that our approach is highly scalable, yielding more than 95% cost reduction or less than 3 cents per gene screened for rare disease-causing mutations. We also show that double batched sequencing could cost-effectively prevent childhood cancer deaths through broad genomic testing. CONCLUSIONS: Our ultracheap genetic diagnostic method, which uses existing sequencing hardware and standard newborn blood spots, should readily open up opportunities for population-wide risk stratification using genetic screening across many fields of clinical genetics and genomics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01167-6. |
format | Online Article Text |
id | pubmed-10013285 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100132852023-03-14 Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants Stoltze, Ulrik Kristoffer Hagen, Christian Munch van Overeem Hansen, Thomas Byrjalsen, Anna Gerdes, Anne-Marie Yakimov, Victor Rasmussen, Simon Bækvad-Hansen, Marie Hougaard, David Michael Schmiegelow, Kjeld Hjalgrim, Henrik Wadt, Karin Bybjerg-Grauholm, Jonas Genome Med Research BACKGROUND: Next-generation sequencing (NGS) based population screening holds great promise for disease prevention and earlier diagnosis, but the costs associated with screening millions of humans remain prohibitive. New methods for population genetic testing that lower the costs of NGS without compromising diagnostic power are needed. METHODS: We developed double batched sequencing where DNA samples are batch-sequenced twice — directly pinpointing individuals with rare variants. We sequenced batches of at-birth blood spot DNA using a commercial 113-gene panel in an explorative (n = 100) and a validation (n = 100) cohort of children who went on to develop pediatric cancers. All results were benchmarked against individual whole genome sequencing data. RESULTS: We demonstrated fully replicable detection of cancer-causing germline variants, with positive and negative predictive values of 100% (95% CI, 0.91–1.00 and 95% CI, 0.98–1.00, respectively). Pathogenic and clinically actionable variants were detected in RB1, TP53, BRCA2, APC, and 19 other genes. Analyses of larger batches indicated that our approach is highly scalable, yielding more than 95% cost reduction or less than 3 cents per gene screened for rare disease-causing mutations. We also show that double batched sequencing could cost-effectively prevent childhood cancer deaths through broad genomic testing. CONCLUSIONS: Our ultracheap genetic diagnostic method, which uses existing sequencing hardware and standard newborn blood spots, should readily open up opportunities for population-wide risk stratification using genetic screening across many fields of clinical genetics and genomics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01167-6. BioMed Central 2023-03-14 /pmc/articles/PMC10013285/ /pubmed/36918911 http://dx.doi.org/10.1186/s13073-023-01167-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Stoltze, Ulrik Kristoffer Hagen, Christian Munch van Overeem Hansen, Thomas Byrjalsen, Anna Gerdes, Anne-Marie Yakimov, Victor Rasmussen, Simon Bækvad-Hansen, Marie Hougaard, David Michael Schmiegelow, Kjeld Hjalgrim, Henrik Wadt, Karin Bybjerg-Grauholm, Jonas Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants |
title | Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants |
title_full | Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants |
title_fullStr | Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants |
title_full_unstemmed | Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants |
title_short | Combinatorial batching of DNA for ultralow-cost detection of pathogenic variants |
title_sort | combinatorial batching of dna for ultralow-cost detection of pathogenic variants |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013285/ https://www.ncbi.nlm.nih.gov/pubmed/36918911 http://dx.doi.org/10.1186/s13073-023-01167-6 |
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