Background: Current clinical sequencing methods cannot effectively detect DNA methylation and allele-specific variation to provide parent-of-origin information from the proband alone. Parent-of-origin effects can lead to differential disease and the inability to assign this in de novo cases limits prognostication in the majority of affected individuals with retinoblastoma, a hereditary cancer with suspected parent-of-origin effects.
Methods: To directly assign parent-of-origin in retinoblastoma patients, genomic DNA was extracted from blood samples for sequencing using a programmable, targeted single-molecule long-read DNA genomic and epigenomic approach. This allowed germline variant calling and simultaneous haplotype-resolved CpG methylation in subjects with familial (n=7) and de novo (n=9) retinoblastoma.
Results: Targeted long-read sequencing allowed phasing genomic variation with a differentially methylated region in intron 2 of the RB1 gene to confirm parent-of-origin in known familial samples. Leveraging this approach allowed us to directly assign parent-of-origin rapidly in simple and complex de novo cases from the proband alone. The ability to assign parent-of-origin in all cases of retinoblastoma showed that harboring disease-causing variants on the paternally inherited allele, whether arising familial or de novo, is associated with more advanced cancer staging at presentation and significantly greater risk of chemotherapy failure (P=0.002).
Conclusion: This study demonstrates the diagnostic potential of multi-omic long-read profiling to unveil the parent-of-origin effect in hereditary cancer. The approach in this work will be instrumental in assigning parent-of-origin to other genetic diseases using local and distant imprinting signals in the genome.
Funding: National Eye Institute, NIH (K08EY033789); Gerber Foundation; Research to Prevent Blindness.
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http://dx.doi.org/10.1172/jci.insight.188216 | DOI Listing |
JCI Insight
December 2024
Department of Ophthalmology and Roger and Karalis Johnson Retina Center, University of Washington, Seattle, United States of America.
Background: Current clinical sequencing methods cannot effectively detect DNA methylation and allele-specific variation to provide parent-of-origin information from the proband alone. Parent-of-origin effects can lead to differential disease and the inability to assign this in de novo cases limits prognostication in the majority of affected individuals with retinoblastoma, a hereditary cancer with suspected parent-of-origin effects.
Methods: To directly assign parent-of-origin in retinoblastoma patients, genomic DNA was extracted from blood samples for sequencing using a programmable, targeted single-molecule long-read DNA genomic and epigenomic approach.
Haplotype phasing, the process of determining which genetic variants are physically located on the same chromosome, is crucial for various genetic analyses. In this study, we first benchmark SHAPEIT and Beagle, two state-of-the-art phasing methods, on two large datasets: > 8 million diverse, research-consented 23andMe, Inc. customers and the UK Biobank (UKB).
View Article and Find Full Text PDFBMC Bioinformatics
March 2024
Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA.
Background: Parent-of-origin allele-specific gene expression (ASE) can be detected in interspecies hybrids by virtue of RNA sequence variants between the parental haplotypes. ASE is detectable by differential expression analysis (DEA) applied to the counts of RNA-seq read pairs aligned to parental references, but aligners do not always choose the correct parental reference.
Results: We used public data for species that are known to hybridize.
Genome Med
May 2023
Department of Human Genetics, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands.
Background: Long-read sequencing (LRS) techniques have been very successful in identifying structural variants (SVs). However, the high error rate of LRS made the detection of small variants (substitutions and short indels < 20 bp) more challenging. The introduction of PacBio HiFi sequencing makes LRS also suited for detecting small variation.
View Article and Find Full Text PDFNat Commun
November 2022
Department of Computational Biology, University of Lausanne, Lausanne, Switzerland.
Identical genetic variations can have different phenotypic effects depending on their parent of origin. Yet, studies focusing on parent-of-origin effects have been limited in terms of sample size due to the lack of parental genomes or known genealogies. We propose a probabilistic approach to infer the parent-of-origin of individual alleles that does not require parental genomes nor prior knowledge of genealogy.
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