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Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory
BACKGROUND: With 15,949 markers, the low-density Infinium QC Array-24 BeadChip enables linkage analysis, HLA haplotyping, fingerprinting, ethnicity determination, mitochondrial genome variations, blood groups and pharmacogenomics. It represents an attractive independent QC option for NGS-based diagn...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5639583/ https://www.ncbi.nlm.nih.gov/pubmed/28985730 http://dx.doi.org/10.1186/s12920-017-0297-7 |
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author | Ponomarenko, Petr Ryutov, Alex Maglinte, Dennis T. Baranova, Ancha Tatarinova, Tatiana V. Gai, Xiaowu |
author_facet | Ponomarenko, Petr Ryutov, Alex Maglinte, Dennis T. Baranova, Ancha Tatarinova, Tatiana V. Gai, Xiaowu |
author_sort | Ponomarenko, Petr |
collection | PubMed |
description | BACKGROUND: With 15,949 markers, the low-density Infinium QC Array-24 BeadChip enables linkage analysis, HLA haplotyping, fingerprinting, ethnicity determination, mitochondrial genome variations, blood groups and pharmacogenomics. It represents an attractive independent QC option for NGS-based diagnostic laboratories, and provides cost-efficient means for determining gender, ethnic ancestry, and sample kinships, that are important for data interpretation of NGS-based genetic tests. METHODS: We evaluated accuracy and reproducibility of Infinium QC genotyping calls by comparing them with genotyping data of the same samples from other genotyping platforms, whole genome/exome sequencing. Accuracy and robustness of determining gender, provenance, and kinships were assessed. RESULTS: Concordance of genotype calls between Infinium QC and other platforms was above 99%. Here we show that the chip’s ancestry informative markers are sufficient for ethnicity determination at continental and sometimes subcontinental levels, with assignment accuracy varying with the coverage for a particular region and ethnic groups. Mean accuracies of provenance prediction at a regional level were varied from 81% for Asia, to 89% for Americas, 86% for Africa, 97% for Oceania, 98% for Europe, and 100% for India. Mean accuracy of ethnicity assignment predictions was 63%. Pairwise concordances of AFR samples with the samples from any other super populations were the lowest (0.39–0.43), while the concordances within the same population were relatively high (0.55–0.61). For all populations except African, cross-population comparisons were similar in their concordance ranges to the range of within-population concordances (0.54–0.57). Gender determination was correct in all tested cases. CONCLUSIONS: Our results indicate that the Infinium QC Array-24 chip is suitable for cost-efficient, independent QC assaying in the settings of an NGS-based molecular diagnostic laboratory; hence, we recommend its integration into the standard laboratory workflow. Low-density chips can provide sample-specific measures for variant call accuracy, prevent sample mix-ups, validate self-reported ethnicities, and detect consanguineous cases. Integration of low-density chips into QC procedures aids proper interpretation of candidate sequence variants. To enhance utility of this low-density chip, we recommend expansion of ADME and mitochondrial markers. Inexpensive Infinium-like low-density human chips have a potential to become a “Swiss army knife” among genotyping assays suitable for many applications requiring high-throughput assays. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12920-017-0297-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5639583 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56395832017-10-18 Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory Ponomarenko, Petr Ryutov, Alex Maglinte, Dennis T. Baranova, Ancha Tatarinova, Tatiana V. Gai, Xiaowu BMC Med Genomics Research Article BACKGROUND: With 15,949 markers, the low-density Infinium QC Array-24 BeadChip enables linkage analysis, HLA haplotyping, fingerprinting, ethnicity determination, mitochondrial genome variations, blood groups and pharmacogenomics. It represents an attractive independent QC option for NGS-based diagnostic laboratories, and provides cost-efficient means for determining gender, ethnic ancestry, and sample kinships, that are important for data interpretation of NGS-based genetic tests. METHODS: We evaluated accuracy and reproducibility of Infinium QC genotyping calls by comparing them with genotyping data of the same samples from other genotyping platforms, whole genome/exome sequencing. Accuracy and robustness of determining gender, provenance, and kinships were assessed. RESULTS: Concordance of genotype calls between Infinium QC and other platforms was above 99%. Here we show that the chip’s ancestry informative markers are sufficient for ethnicity determination at continental and sometimes subcontinental levels, with assignment accuracy varying with the coverage for a particular region and ethnic groups. Mean accuracies of provenance prediction at a regional level were varied from 81% for Asia, to 89% for Americas, 86% for Africa, 97% for Oceania, 98% for Europe, and 100% for India. Mean accuracy of ethnicity assignment predictions was 63%. Pairwise concordances of AFR samples with the samples from any other super populations were the lowest (0.39–0.43), while the concordances within the same population were relatively high (0.55–0.61). For all populations except African, cross-population comparisons were similar in their concordance ranges to the range of within-population concordances (0.54–0.57). Gender determination was correct in all tested cases. CONCLUSIONS: Our results indicate that the Infinium QC Array-24 chip is suitable for cost-efficient, independent QC assaying in the settings of an NGS-based molecular diagnostic laboratory; hence, we recommend its integration into the standard laboratory workflow. Low-density chips can provide sample-specific measures for variant call accuracy, prevent sample mix-ups, validate self-reported ethnicities, and detect consanguineous cases. Integration of low-density chips into QC procedures aids proper interpretation of candidate sequence variants. To enhance utility of this low-density chip, we recommend expansion of ADME and mitochondrial markers. Inexpensive Infinium-like low-density human chips have a potential to become a “Swiss army knife” among genotyping assays suitable for many applications requiring high-throughput assays. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12920-017-0297-7) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-06 /pmc/articles/PMC5639583/ /pubmed/28985730 http://dx.doi.org/10.1186/s12920-017-0297-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Ponomarenko, Petr Ryutov, Alex Maglinte, Dennis T. Baranova, Ancha Tatarinova, Tatiana V. Gai, Xiaowu Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory |
title | Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory |
title_full | Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory |
title_fullStr | Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory |
title_full_unstemmed | Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory |
title_short | Clinical utility of the low-density Infinium QC genotyping Array in a genomics-based diagnostics laboratory |
title_sort | clinical utility of the low-density infinium qc genotyping array in a genomics-based diagnostics laboratory |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5639583/ https://www.ncbi.nlm.nih.gov/pubmed/28985730 http://dx.doi.org/10.1186/s12920-017-0297-7 |
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