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Performance characterization of PCR-free whole genome sequencing for clinical diagnosis
To evaluate the performance of polymerase chain reaction (PCR)-free whole genome sequencing (WGS) for clinical diagnosis, and thereby revealing how experimental parameters affect variant detection. Five NA12878 samples were sequenced using MGISEQ-2000. NA12878 samples underwent WGS with differing de...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913097/ https://www.ncbi.nlm.nih.gov/pubmed/35451387 http://dx.doi.org/10.1097/MD.0000000000028972 |
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author | Zhou, Guiju Zhou, Meizhen Zeng, Fanwei Zhang, Ningzhi Sun, Yan Qiao, Zhihong Guo, Xueqin Zhou, Shihao Yun, Guojun Xie, Jiansheng Wang, Xiaodan Liu, Fengxia Fan, Chunna Wang, Yaoshen Fang, Zhonghai Tian, Zhongming Dai, Wentao Sun, Jun Peng, Zhiyu Song, Lijie |
author_facet | Zhou, Guiju Zhou, Meizhen Zeng, Fanwei Zhang, Ningzhi Sun, Yan Qiao, Zhihong Guo, Xueqin Zhou, Shihao Yun, Guojun Xie, Jiansheng Wang, Xiaodan Liu, Fengxia Fan, Chunna Wang, Yaoshen Fang, Zhonghai Tian, Zhongming Dai, Wentao Sun, Jun Peng, Zhiyu Song, Lijie |
author_sort | Zhou, Guiju |
collection | PubMed |
description | To evaluate the performance of polymerase chain reaction (PCR)-free whole genome sequencing (WGS) for clinical diagnosis, and thereby revealing how experimental parameters affect variant detection. Five NA12878 samples were sequenced using MGISEQ-2000. NA12878 samples underwent WGS with differing deoxyribonucleic acid (DNA) input and library preparation protocol (PCR-based vs PCR-free protocols for library preparation). The depth of coverage and genotype quality of each sample were compared. The performance of each sample was measured for sensitivity, coverage of depth and breadth of coverage of disease-related genes, and copy number variants. We also developed a systematic WGS pipeline (PCR-free) for the analysis of 11 clinical cases. In general, NA12878-2 (PCR-free WGS) showed better depth of coverage and genotype quality distribution than NA12878-1 (PCR-based WGS). With a mean depth of ∼40×, the sensitivity of homozygous and heterozygous single nucleotide polymorphisms (SNPs) of NA12878-2 showed higher sensitivity (>99.77% and >99.82%) than NA12878-1, and positive predictive value exceeded 99.98% and 99.07%. The sensitivity and positive predictive value of homozygous and heterozygous indels for NA12878-2 (PCR-free WGS) showed great improvement than NA128878-1. The breadths of coverage for disease-related genes and copy number variants are slightly better for samples with PCR-free library preparation protocol than the sample with PCR-based library preparation protocol. DNA input also influences the performance of variant detection in samples with PCR-free WGS. All the 19 previously confirmed variants in 11 clinical cases were successfully detected by our WGS pipeline (PCR free). Different experimental parameters may affect variant detection for clinical WGS. Clinical scientists should know the range of sensitivity of variants for different methods of WGS, which would be useful when interpreting and delivering clinical reports. |
format | Online Article Text |
id | pubmed-8913097 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-89130972022-03-15 Performance characterization of PCR-free whole genome sequencing for clinical diagnosis Zhou, Guiju Zhou, Meizhen Zeng, Fanwei Zhang, Ningzhi Sun, Yan Qiao, Zhihong Guo, Xueqin Zhou, Shihao Yun, Guojun Xie, Jiansheng Wang, Xiaodan Liu, Fengxia Fan, Chunna Wang, Yaoshen Fang, Zhonghai Tian, Zhongming Dai, Wentao Sun, Jun Peng, Zhiyu Song, Lijie Medicine (Baltimore) 3500 To evaluate the performance of polymerase chain reaction (PCR)-free whole genome sequencing (WGS) for clinical diagnosis, and thereby revealing how experimental parameters affect variant detection. Five NA12878 samples were sequenced using MGISEQ-2000. NA12878 samples underwent WGS with differing deoxyribonucleic acid (DNA) input and library preparation protocol (PCR-based vs PCR-free protocols for library preparation). The depth of coverage and genotype quality of each sample were compared. The performance of each sample was measured for sensitivity, coverage of depth and breadth of coverage of disease-related genes, and copy number variants. We also developed a systematic WGS pipeline (PCR-free) for the analysis of 11 clinical cases. In general, NA12878-2 (PCR-free WGS) showed better depth of coverage and genotype quality distribution than NA12878-1 (PCR-based WGS). With a mean depth of ∼40×, the sensitivity of homozygous and heterozygous single nucleotide polymorphisms (SNPs) of NA12878-2 showed higher sensitivity (>99.77% and >99.82%) than NA12878-1, and positive predictive value exceeded 99.98% and 99.07%. The sensitivity and positive predictive value of homozygous and heterozygous indels for NA12878-2 (PCR-free WGS) showed great improvement than NA128878-1. The breadths of coverage for disease-related genes and copy number variants are slightly better for samples with PCR-free library preparation protocol than the sample with PCR-based library preparation protocol. DNA input also influences the performance of variant detection in samples with PCR-free WGS. All the 19 previously confirmed variants in 11 clinical cases were successfully detected by our WGS pipeline (PCR free). Different experimental parameters may affect variant detection for clinical WGS. Clinical scientists should know the range of sensitivity of variants for different methods of WGS, which would be useful when interpreting and delivering clinical reports. Lippincott Williams & Wilkins 2022-03-11 /pmc/articles/PMC8913097/ /pubmed/35451387 http://dx.doi.org/10.1097/MD.0000000000028972 Text en Copyright © 2022 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0 (https://creativecommons.org/licenses/by-nc/4.0/) |
spellingShingle | 3500 Zhou, Guiju Zhou, Meizhen Zeng, Fanwei Zhang, Ningzhi Sun, Yan Qiao, Zhihong Guo, Xueqin Zhou, Shihao Yun, Guojun Xie, Jiansheng Wang, Xiaodan Liu, Fengxia Fan, Chunna Wang, Yaoshen Fang, Zhonghai Tian, Zhongming Dai, Wentao Sun, Jun Peng, Zhiyu Song, Lijie Performance characterization of PCR-free whole genome sequencing for clinical diagnosis |
title | Performance characterization of PCR-free whole genome sequencing for clinical diagnosis |
title_full | Performance characterization of PCR-free whole genome sequencing for clinical diagnosis |
title_fullStr | Performance characterization of PCR-free whole genome sequencing for clinical diagnosis |
title_full_unstemmed | Performance characterization of PCR-free whole genome sequencing for clinical diagnosis |
title_short | Performance characterization of PCR-free whole genome sequencing for clinical diagnosis |
title_sort | performance characterization of pcr-free whole genome sequencing for clinical diagnosis |
topic | 3500 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913097/ https://www.ncbi.nlm.nih.gov/pubmed/35451387 http://dx.doi.org/10.1097/MD.0000000000028972 |
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