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. 2015 Sep 11;117(7):603-11.
doi: 10.1161/CIRCRESAHA.115.306723. Epub 2015 Aug 11.

A Rapid, High-Quality, Cost-Effective, Comprehensive and Expandable Targeted Next-Generation Sequencing Assay for Inherited Heart Diseases

Affiliations

A Rapid, High-Quality, Cost-Effective, Comprehensive and Expandable Targeted Next-Generation Sequencing Assay for Inherited Heart Diseases

Kitchener D Wilson et al. Circ Res. .

Abstract

Rationale: Thousands of mutations across >50 genes have been implicated in inherited cardiomyopathies. However, options for sequencing this rapidly evolving gene set are limited because many sequencing services and off-the-shelf kits suffer from slow turnaround, inefficient capture of genomic DNA, and high cost. Furthermore, customization of these assays to cover emerging targets that suit individual needs is often expensive and time consuming.

Objective: We sought to develop a custom high throughput, clinical-grade next-generation sequencing assay for detecting cardiac disease gene mutations with improved accuracy, flexibility, turnaround, and cost.

Methods and results: We used double-stranded probes (complementary long padlock probes), an inexpensive and customizable capture technology, to efficiently capture and amplify the entire coding region and flanking intronic and regulatory sequences of 88 genes and 40 microRNAs associated with inherited cardiomyopathies, congenital heart disease, and cardiac development. Multiplexing 11 samples per sequencing run resulted in a mean base pair coverage of 420, of which 97% had >20× coverage and >99% were concordant with known heterozygous single nucleotide polymorphisms. The assay correctly detected germline variants in 24 individuals and revealed several polymorphic regions in miR-499. Total run time was 3 days at an approximate cost of $100 per sample.

Conclusions: Accurate, high-throughput detection of mutations across numerous cardiac genes is achievable with complementary long padlock probe technology. Moreover, this format allows facile insertion of additional probes as more cardiomyopathy and congenital heart disease genes are discovered, giving researchers a powerful new tool for DNA mutation detection and discovery.

Keywords: cardiomyopathies; cardiovascular diseases; congenital heart disease; genetic testing; microRNAs; next generation sequencing.

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Figures

Figure 1
Figure 1. Probe target capture with cLPPs
(A) Each cLPP contains a common linker flanked by post-capture amplification sites (red and green) and two target-specific capturing arms (blue and orange). Probe ends are 5’-phosphorylated to produce functional cLPPs. (B) Schematic of double-stranded genomic DNA (black) with two exons and three cLPPs. Exon 1 is smaller and sufficiently covered by a single cLPP while Exon 2 is larger and requires two cLPPs. A hypothetical point mutation is depicted in Exon 1. (C) Multiplex probe-target hybridization followed by gap-filling and ligation triggers probe circularization and target capture. In contrast to single-stranded probes, double-stranded cLPPs consist of two single-stranded complementary long padlock probes that can capture both strands of a genomic target, thus increasing sensitivity for variant detection.
Figure 2
Figure 2. Coverage uniformity for cLPP capture
(A) Distribution of log base 2 coverage for 3,410 amplicons captured using cLPPs. Each bar represents a two-fold difference in coverage. Overall, 95% of cLPP capture products are distributed within a 50-fold range (96% within 100-fold). (B) Padlock NGS assay is only minimally affected by amplicon GC content. Each dot represents one amplicon (3,410 total). Best-fit linear regression shows weak correlation (R square 0.03466), indicating that the relationship between amplicon coverage and GC content is negligible.
Figure 3
Figure 3. Padlock NGS captures more exonic variants in cardiomyopathy and CHD genes compared to WES
(A) Detection of protein-coding and UTR variants within 88 target genes by WES and padlock NGS. Pie charts depict mean number (± standard deviation) of variants detected or missed by WES and padlock NGS. Results are from 12 WES/padlock comparisons (see Online Table V). Padlock NGS misses fewer exonic variants, particularly in UTR regions, than WES. (B) Padlock NGS misses a smaller percentage of protein-coding variants in target genes compared to WES (mean 3.8% vs. 17.1%, respectively). Percent was calculated by dividing the number of missed variants by the total combined number detected by both padlock NGS and WES for each sample. Error bars show standard deviation. (C) Exonic base coverage for 16 ACMG-reportable genes included in the padlock NGS assay. Graph summarizes the data from 32 unique sequence runs of 27 unique samples. Blue circles indicate the median percentage of exonic bases not covered by a minimum of 10 reads, and black bars indicate the range across all sample runs. These results are similar to or better than what has been previously reported for ACMG-reportable genes using WGS. 12 of the 16 genes achieved 100% coverage, while the remaining four (MYBPC3, DSP, MYL2 and PKP2) exhibited some loss of coverage, likely due to high GC content in target regions. In the future, probe rebalancing to account for increased GC content can further improve these results.
Figure 4
Figure 4. Padlock NGS assay mutation detection in two individuals
Schematics of the genomic regions for TNNT2 (left) and MYH7 (right). (A) Exon/intron distribution for each gene with the mutation positions (black arrows) shown in samples TNNT2 and MYH7-1 (see Table 3). (B) Read coverage after paired-end sequencing. Read 1 (red) and Read 2 (purple) in both samples illustrate the specificity of padlock probe amplicon amplification. (C) Detection of the DNA mutation in each sample (colored arrows in zoom view). Note that TNNT2 p.R173W was detected in Read 1 only, while MYH7 p.R663H was detected in both reads due to overlap in coverage. Nucleotides are colored as follows: G=orange, A=green, C=blue, T=red.
Figure 5
Figure 5. Three DNA variants detected in pre-miR-499
(A) UCSC Genome Browser screenshot of genomic locations for pre-miR-499a, pre-miR-499b, and associated SNPs. Both miRNAs are located in an intron of the gene MYH7B. (B) miRBase screenshot of miR-499a stem-loop precursor miRNA (pre-miRNA), which is further cleaved by the cytoplasmic Dicer ribonuclease to generate the mature miRNA (-5p) and antisense miRNA star products (-3p) (pink nucleotides). rs3746444 (MAF 18.35%, g.33578251 A>G) was detected in 13 DNA samples, and rs140486571 (MAF 0.12%, g.33578202 G>A) detected in one DNA sample (2946N1). Although rs3746444 is located in miR-499–3p, the complement to mature miR-499–5p, miR-499-3p is degraded during processing and so has no known biological effect on the heart. *Indicates a novel nucleotide change detected at this position (g.33578201 C>T) in sample LMNA-5; it is likely benign. MAF, minor allele frequency (calculated from 1000 Genome phase 1 genotype data).

Comment in

  • The Bottleneck in Genetic Testing.
    Marian AJ. Marian AJ. Circ Res. 2015 Sep 11;117(7):586-8. doi: 10.1161/CIRCRESAHA.115.307344. Circ Res. 2015. PMID: 26358106 Free PMC article. No abstract available.

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References

    1. Fox CS, Hall JL, Arnett DK, et al. Future translational applications from the contemporary genomics era: a scientific statement from the American Heart Association. Circulation. 2015;131:1715–1736. - PMC - PubMed
    1. Norton N, Li D, Hershberger RE. Next-generation sequencing to identify genetic causes of cardiomyopathies. Curr Opin Cardiol. 2012;27:214–220. - PubMed
    1. Rehm HL. Disease-targeted sequencing: a cornerstone in the clinic. Nat Rev Genet. 2013;14:295–300. - PMC - PubMed
    1. Teekakirikul P, Kelly MA, Rehm HL, Lakdawala NK, Funke BH. Inherited cardiomyopathies: molecular genetics and clinical genetic testing in the postgenomic era. J Mol Diagn. 2013;15:158–170. - PubMed
    1. Tester DJ, Ackerman MJ. Genetic testing for potentially lethal, highly treatable inherited cardiomyopathies/channelopathies in clinical practice. Circulation. 2011;123:1021–1037. - PMC - PubMed

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