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DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants

Detection of genetic variants in clinically relevant genomic hot-spot regions has become a promising application of next-generation sequencing technology in precision oncology. Effective personalized diagnostics requires the detection of variants with often very low frequencies. This can be achieved...

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Autores principales: Hermann, Bernd Timo, Pfeil, Sebastian, Groenke, Nicole, Schaible, Samuel, Kunze, Robert, Ris, Frédéric, Hagen, Monika Elisabeth, Bhakdi, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8065719/
https://www.ncbi.nlm.nih.gov/pubmed/33808158
http://dx.doi.org/10.3390/genes12040507
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author Hermann, Bernd Timo
Pfeil, Sebastian
Groenke, Nicole
Schaible, Samuel
Kunze, Robert
Ris, Frédéric
Hagen, Monika Elisabeth
Bhakdi, Johannes
author_facet Hermann, Bernd Timo
Pfeil, Sebastian
Groenke, Nicole
Schaible, Samuel
Kunze, Robert
Ris, Frédéric
Hagen, Monika Elisabeth
Bhakdi, Johannes
author_sort Hermann, Bernd Timo
collection PubMed
description Detection of genetic variants in clinically relevant genomic hot-spot regions has become a promising application of next-generation sequencing technology in precision oncology. Effective personalized diagnostics requires the detection of variants with often very low frequencies. This can be achieved by targeted, short-read sequencing that provides high sequencing depths. However, rare genetic variants can contain crucial information for early cancer detection and subsequent treatment success, an inevitable level of background noise usually limits the accuracy of low frequency variant calling assays. To address this challenge, we developed DEEPGEN(TM), a variant calling assay intended for the detection of low frequency variants within liquid biopsy samples. We processed reference samples with validated mutations of known frequencies (0%–0.5%) to determine DEEPGEN(TM)’s performance and minimal input requirements. Our findings confirm DEEPGEN(TM)’s effectiveness in discriminating between signal and noise down to 0.09% variant allele frequency and an LOD(90) at 0.18%. A superior sensitivity was also confirmed by orthogonal comparison to a commercially available liquid biopsy-based assay for cancer detection.
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spelling pubmed-80657192021-04-25 DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants Hermann, Bernd Timo Pfeil, Sebastian Groenke, Nicole Schaible, Samuel Kunze, Robert Ris, Frédéric Hagen, Monika Elisabeth Bhakdi, Johannes Genes (Basel) Article Detection of genetic variants in clinically relevant genomic hot-spot regions has become a promising application of next-generation sequencing technology in precision oncology. Effective personalized diagnostics requires the detection of variants with often very low frequencies. This can be achieved by targeted, short-read sequencing that provides high sequencing depths. However, rare genetic variants can contain crucial information for early cancer detection and subsequent treatment success, an inevitable level of background noise usually limits the accuracy of low frequency variant calling assays. To address this challenge, we developed DEEPGEN(TM), a variant calling assay intended for the detection of low frequency variants within liquid biopsy samples. We processed reference samples with validated mutations of known frequencies (0%–0.5%) to determine DEEPGEN(TM)’s performance and minimal input requirements. Our findings confirm DEEPGEN(TM)’s effectiveness in discriminating between signal and noise down to 0.09% variant allele frequency and an LOD(90) at 0.18%. A superior sensitivity was also confirmed by orthogonal comparison to a commercially available liquid biopsy-based assay for cancer detection. MDPI 2021-03-30 /pmc/articles/PMC8065719/ /pubmed/33808158 http://dx.doi.org/10.3390/genes12040507 Text en © 2021 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Hermann, Bernd Timo
Pfeil, Sebastian
Groenke, Nicole
Schaible, Samuel
Kunze, Robert
Ris, Frédéric
Hagen, Monika Elisabeth
Bhakdi, Johannes
DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants
title DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants
title_full DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants
title_fullStr DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants
title_full_unstemmed DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants
title_short DEEPGEN(TM)—A Novel Variant Calling Assay for Low Frequency Variants
title_sort deepgen(tm)—a novel variant calling assay for low frequency variants
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8065719/
https://www.ncbi.nlm.nih.gov/pubmed/33808158
http://dx.doi.org/10.3390/genes12040507
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