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Updated: Feb 10, 2026

A Scalable, Cell-Based Method for the Functional Assessment of Ube3a Variants
Published on: October 10, 2022
Functional Assays Are Essential for Interpretation of Missense Variants Associated with Variable Expressivity
Karen S Raraigh1, Sangwoo T Han1, Emily Davis1
1McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Interpreting missense DNA variants in cystic fibrosis (CF) is complex. Functional assays are crucial for accurate pathogenicity assessment, as computational tools struggle with variable expressivity, and some disease-associated variants show normal CFTR function.
Area of Science:
- Genetics
- Molecular Biology
- Medical Science
Background:
- Missense DNA variants can have unpredictable effects on protein function, complicating disease pathogenicity interpretation, particularly with variable expressivity.
- Cystic Fibrosis (CF) exhibits variable expressivity, making it challenging to link specific CFTR gene variants to disease severity.
- Accurate interpretation of missense variants is critical for genetic diagnosis and patient management.
Purpose of the Study:
- To evaluate the utility of functional assays in interpreting the pathogenicity of 48 CFTR missense variants associated with variable CF expressivity.
- To compare the performance of functional assays with computational prediction algorithms in assessing variant impact.
Main Methods:
- Assessed CFTR function of missense variants in a native isogenic context using a human airway cell line lacking endogenous CFTR.
- Stably expressed CFTR mutants in the genome of the cell line.
- Compared functional assay results with pathogenicity assignments and predictions from four algorithms (CADD, REVEL, SIFT, PolyPhen-2).
Main Results:
- 13% (6 of 48) of variants believed to cause disease showed no significant impact on CFTR function.
- Functional assays refined pathogenicity assignments, but four computational algorithms failed to distinguish between variants causing severe, moderate, or minimal CFTR function reduction.
- Variants associated with full CF expressivity showed a range of CFTR function, from <10% to >75% of wild-type.
Conclusions:
- Functional assays are essential for accurate interpretation of CFTR missense variants, especially in cases of variable expressivity.
- Current computational prediction tools should be used cautiously for missense variant interpretation due to limitations in differentiating functional impact.
- The study highlights the complexity of genotype-phenotype correlations in cystic fibrosis.
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