ORIGINAL RESEARCH article
Front. Mol. Biosci.
Sec. Molecular Diagnostics and Therapeutics
Volume 12 - 2025 | doi: 10.3389/fmolb.2025.1669085
Design and validation of a clinical whole genome sequencing-based assay for patient screening in a large healthcare system
Provisionally accepted- 1Providence Health and Services, Portland, United States
- 2Institute for Systems Biology, Seattle, United States
- 3Fabric Genomics, Oakland, United States
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Population genetic screening is rapidly emerging as a key methodology in the clinical laboratory for detecting actionable genomic conditions in asymptomatic patients. While current clinical methods are largely focused on targeted gene panels, the increasing efficiency of next-generation sequencing (NGS) platforms permits the use of whole genome sequencing (WGS) for routine clinical applications. The key advantage of WGS is that the complete genome produced by a single sequencing event can form the basis for a patient's genomic health care record for reanalysis throughout a patient's lifetime. Here, we developed a scalable clinical WGS-based lab developed procedure (LDP) for heritable disease gene testing and pharmacogenomics (PGx). We performed extensive validation across a range of blood, saliva, and reference specimens. The clinical deliverable for the WGS LDP was 78 genes associated with actionable genomic conditions and 4 PGx genes. The validation cohort consisted of samples from 188 study participants that were orthogonally sequenced at commercial reference laboratories and additional reference materials. The deployed LDP was then used to sequence over 2000 patients as part of a broader clinical implementation study ("Geno4ME"). We demonstrate that the WGS LDP has excellent sensitivity, specificity, and accuracy, thus supporting WGS as a viable method for broad clinical screening.
Keywords: genome medicine, Pharmacogenomics (PGx), clinical germline testing, lab developed procedure, population screening
Received: 18 Jul 2025; Accepted: 16 Sep 2025.
Copyright: © 2025 Wagner, Welle, Lucas Beckett, Emery, Cosgrove, Olszewski, Wagner, Bower, Yuan, Shull, Jade, Clemens, Magis, Campbell, Gordon, Bifulco and Piening. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Brian Piening, brian.piening@providence.org
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