Precision Medicine Advancements Using Whole Genome Sequencing, Noninvasive Whole Body Imaging, and Functional Diagnostics
Ying‐Chen Claire HouiD, Hung‐Chun YuiD, Rick Martin, Natalie M. Schenker-AhmediD, Michael A. HicksiD, Elizabeth T. CirulliiD, Isaac V. Cohen, Thomas J. Jönsson, Robyn Heister, Lori A. Napier, Christine Leon Swisher, Saints Dominguez, Haibao TangiD, Weizhong LiiD, Jaime J. BareaiD, Christina Rybak, Emily SmithiD, Keegan Duchicela, Michael Doney, Pamila Brar, Nathaniel Hernandez, Ewen F. Kirkness, Andrew M. KahniD, J. Craig VenteriD, David S. Karow, C. Thomas Caskey
Abstract
We report the results of a three-year precision medicine study that enrolled 1190 presumed healthy participants at a single research clinic. To enable a better assessment of disease risk and improve diagnosis, a precision health platform that integrates non-invasive functional measurements and clinical tests combined with whole genome sequencing (WGS) was developed. The platform included WGS, comprehensive quantitative non-contrast whole body (WB) and brain magnetic resonance imaging/angiography (MRI/MRA), computed tomography (CT) coronary artery calcium scoring, electrocardiogram, echocardiogram, continuous cardiac monitoring, clinical laboratory tests, and metabolomics. In our cohort, 24.3% had medically significant genetic findings (MSF) which may contribute to increased risk of disease. A total of 206 unique medically significant variants in 111 genes were identified, and forty individuals (3.4%) had more than one MSF. Phenotypic testing revealed: 34.2% of our cohort had a metabolomics profile suggestive of insulin resistance, 29.2% had elevated liver fat identified by MRI, 16.4% had clinically important cardiac structure or cardiac function abnormalities on cardiac MRI or ECHO, 8.8% had a high cardiovascular risk on CT coronary artery calcium scoring (Agatston calcium score > 400, Relative Risk of 7.2), 8.0% had arrhythmia found on continuous rhythm monitoring, 6.5% had cardiac conduction disorders found on EKG, 2% had previously undetected tumors detected by WB MRI, and 2.5% had previously undetected aneurysms detected by non-contrast MRI/MRA. Using family histories, personal histories, and test results, clinical and phenotypic findings were correlated with genomic findings in 130 study participants (63.1%) with high to moderate penetrance variants, suggesting the precision health platform improves the diagnostic process in asymptomatic individuals who were at risk. Cardiovascular and endocrine diseases achieved considerable clinical associations between MSFs and clinical phenotypes (89% and 72%, respectively). These findings demonstrate the value of integrating WGS and noninvasive clinical assessments for a rapid and integrated point-of-care clinical diagnosis of age-related diseases that contribute to premature mortality.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Precision Medicine Screening Using Whole Genome Sequencing And Advanced Imaging To Identify Disease Risk In Adults
Bradley A. Perkins, C. Thomas Caskey, … J. Craig Venter·Proceedings of the National Academy of SciencesPeer-reviewed·Mar 19, 2018
- Whole Genome Sequencing for the Diagnosis of Rare Disorders
Antônio Victor Campos Coelho, Rafael Sales de Albuquerque, … Joao Bosco Oliveira·Human Genetics and Genomics AdvancesPeer-reviewed·May 4, 2026
- The Next Generation Precision Medical Record - A Framework for Integrating Genomes and Wearable Sensors with Medical Records
Daryl Waggott, Anja Bog, … Carlos D Bustamante·bioRxiv·Feb 29, 2016
- Whole-genome sequencing of rare disease patients in a national healthcare system
Ernest Turro, William J. Astle, … Rachel J. Buchan·NaturePeer-reviewed·Jun 24, 2020
- Design and validation of a clinical whole genome sequencing-based assay for patient screening in a large healthcare system
Josiah T. Wagner, John T. Welle, … Brian Piening·Frontiers in Molecular BiosciencesPeer-reviewed·Oct 13, 2025
- Advancing precision medicine in the Cardiac Intensive Care Unit using universal whole-genome sequencing
Genevieve Kierulf, Melanie N. Emmerson, … Briana L. Sawyer·medRxiv·May 14, 2026