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Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Utility of genome sequencing and group-enrichment to support splice variant interpretation in Marfan syndrome
Susan Walker1, David J Bunyan2, Huw B Thomas3
1Genomics England Limited, London, United Kingdom.
Purpose:
To quantify the impact of noncanonical FBN1 splice site variants in undiagnosed Marfan syndrome (MFS), a connective tissue disorder associated with skeletal abnormalities and familial thoracic aortic aneurysm disease (FTAAD).
Methods:
A systematic analysis of ultrarare FBN1 variants was performed using genome sequencing data from the 100,000 Genomes Project. Variants were annotated with SpliceAI and the significance of enrichment among individuals with FTAAD was assessed using Fisher's exact test. Experimental validation used RNA sequencing, reverse transcriptase polymerase chain reaction, minigene constructs, and replication analysis was with data from UK Biobank.
Results:
Using aggregate data for 78,195 individuals, we identified 13,864 singleton single-nucleotide variants in FBN1 of which 21 were predicted to affect splicing (SpliceAI > 0.5). Incidence of candidate splice variants in individuals recruited with FTAAD (9/703) was significantly elevated compared with that seen in non-FTAAD participants (12/77,492; odds ratio = 84, P = 9.7 × 10-14). Additional analysis uncovered a further 14 families harboring 11 different FBN1 splice variants. A total of 20 candidate splice variants in 23 families were identified, of which 70% lay beyond the ±8 splice regions. RNA testing confirmed the predicted splice aberration in 16 of 20 and for 9 of 20, pseudoexonization was the likely splicing anomaly.
Conclusion:
Our findings indicate that noncanonical splice variants may account for approximately 3% of families with undiagnosed FTAAD, highlighting the importance of incorporating analysis of introns and confirmatory RNA testing into genetic testing for Marfan syndrome.
Insights
Noncanonical FBN1 splice variants significantly increase the risk of familial thoracic aortic aneurysm disease (FTAAD). Analyzing introns and using RNA testing is crucial for diagnosing Marfan syndrome (MFS).
Area of Science:
- Genetics
- Molecular Biology
- Cardiovascular Diseases
Background:
- Marfan syndrome (MFS) is a connective tissue disorder.
- Familial thoracic aortic aneurysm disease (FTAAD) is a serious complication of MFS.
- Genetic variants in FBN1 are a known cause of MFS and FTAAD.
Purpose of the Study:
- To quantify the impact of noncanonical FBN1 splice site variants in undiagnosed Marfan syndrome (MFS).
- To investigate the association between FBN1 splice variants and familial thoracic aortic aneurysm disease (FTAAD).
Main Methods:
- Genome sequencing data from the 100,000 Genomes Project was systematically analyzed for ultrarare FBN1 variants.
- SpliceAI was used for variant annotation, and Fisher's exact test assessed enrichment in FTAAD individuals.
- Experimental validation included RNA sequencing, RT-PCR, and minigene constructs.
Main Results:
- 21 out of 13,864 FBN1 variants were predicted to affect splicing.
- Candidate splice variants were significantly elevated in FTAAD individuals (OR=84, P=9.7 × 10^-14).
- RNA testing confirmed splice aberrations in 16/20 variants, with pseudoexonization in 9/20.
Conclusions:
- Noncanonical splice variants may explain ~3% of undiagnosed FTAAD cases.
- Analysis of introns and confirmatory RNA testing are vital for MFS genetic testing.
- This study expands the understanding of genetic causes for MFS and FTAAD.
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