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Challenges of Accuracy in Germline Clinical Sequencing Data

Published

Author(s)

Justin Zook, Ryan Poplin, Mark DePristo

Abstract

Physicians are increasingly using clinical sequencing tests to establish diagnoses of patients who might have genetic disorders, which means that accuracy of sequencing and interpretation are important elements in ensuring the benefits of genetic testing. In the past, clinical sequencing tests were designed to detect specific prespecified or unknown variants that were in limited regions of an individual's genome. The raw data for each detected variant was then manually reviewed for errors in sequencing and for its potential clinical importance. Newer technology allows for assessment of exomes or entire genomes and can identify millions of genetic variants in each sequenced individual. The shift from limited targeted sequencing to genome sequencing requires automated algorithms to parse through raw data to help distinguish true variants from those caused by systematic errors. Errors can result from incorrectly read bases in particular DNA molecule regions that are difficult to sequence and from mapping short sequences incorrectly to the human reference genome. New developments in sequencing and analysis, as well as standard quality measures, are critical to ensure the accuracy of sequencing results intended for medical use.
Citation
Jama-Journal of the American Medical Association
Volume
326

Keywords

precision medicine, genomics, DNA sequencing, bioinformatics, Reference Materials

Citation

Zook, J. , Poplin, R. and DePristo, M. (2021), Challenges of Accuracy in Germline Clinical Sequencing Data, Jama-Journal of the American Medical Association, [online], https://doi.org/10.1001/jama.2021.0407 (Accessed September 20, 2021)
Created July 20, 2021, Updated July 26, 2021