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Updated: Jan 31, 2026

Ultra-long Read Sequencing for Whole Genomic DNA Analysis
Published on: March 15, 2019
Genomic Sequencing Expansion and Incomplete Penetrance
1Division of Medical Genetics, Department of Pediatrics, Institute for Human Genetics, University of California, San Francisco, San Francisco, California joseph.shieh2@ucsf.edu.
Background:
Genetic data have the potential to impact patient care significantly. In primary care and in the ICU, patients are undergoing genetic testing. Genetics is also transforming cancer care and undiagnosed diseases. Optimal personalized medicine relies on the understanding of disease penetrance. In this article, I examine the complexity of penetrance.
Methods:
In this article, I assess how variable penetrance can be seen with many diseases, including those of different modes of inheritance, and how genomic testing is being applied effectively for many diseases. In this article, I also identify challenges in the field, including the interpretation of gene variants.
Results:
Using advancing bioinformatics and detailed phenotypic assessment, we can increase the yield of genomic testing, particularly for highly penetrant conditions. The technologies are useful and applicable to different medical situations.
Conclusions:
There are now effective genome diagnostics for many diseases. However, the best personalized application of these data still requires skilled interpretation.
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