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Re-analysis of genomic data: An overview of the mechanisms and complexities of clinical adoption

Alan J. Robertson, Natalie B. Tan, Amanda B. Spurdle, Alejandro Metke‐Jimenez, Clair Sullivan, Nicola Waddell

2022Genetics in Medicine57 citationsDOIOpen Access PDF

Abstract

Re-analyzing genomic information from a patient suspected of having an underlying genetic condition can improve the diagnostic yield of sequencing tests, potentially providing significant benefits to the patient and to the health care system. Although a significant number of studies have shown the clinical potential of re-analysis, less work has been performed to characterize the mechanisms responsible for driving the increases in diagnostic yield. Complexities surrounding re-analysis have also emerged. The terminology itself represents a challenge because "re-analysis" can refer to a range of different concepts. Other challenges include the increased workload that re-analysis demands of curators, adequate reimbursement pathways for clinical and diagnostic services, and the development of systems to handle large volumes of data. Re-analysis also raises ethical implications for patients and families, most notably when re-classification of a variant alters diagnosis, treatment, and prognosis. This review highlights the possibilities and complexities associated with the re-analysis of existing clinical genomic data. We propose a terminology that builds on the foundation presented in a recent statement from the American College of Medical Genetics and Genomics and describes each re-analysis process. We identify mechanisms for increasing diagnostic yield and provide perspectives on the range of challenges that must be addressed by health care systems and individual patients.

Topics & Concepts

TerminologyData scienceWorkloadHealth careReimbursementGenomicsVariety (cybernetics)Process (computing)MedicineComputer scienceRisk analysis (engineering)BioinformaticsBiologyArtificial intelligenceGeneticsGenomePolitical scienceLinguisticsOperating systemGenePhilosophyLawGenomics and Rare DiseasesGenomic variations and chromosomal abnormalitiesCancer Genomics and Diagnostics
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