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DOI 10.1038/s41598-024-66021-0

Медицинская библиотека · Scientific reports · 2024

Investigating copy number variants in schizophrenia pedigrees using a new consensus pipeline called PECAN.

Ormond Cathal, Ryan Niamh M, Byerley William, Heron Elizabeth A, Corvin Aiden

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Аннотация

Copy number variants (CNVs) have been implicated in many human diseases, including psychiatric disorders. Whole genome sequencing offers advantages in CNV calling compared to previous array-based methods. Here we present a robust and transparent CNV calling pipeline, PECAN (PEdigree Copy number vAriaNt calling), for short-read, whole genome sequencing data, comprised of a novel combination of four calling methods and structural variant genotyping. This method is scalable and can incorporate pedigree information to retain lower-confidence CNVs that would otherwise be discarded. We have robustly benchmarked PECAN using gold-standard CNV calls for two well-established evaluation samples, NA12878 and HG002, showing that PECAN performs with high precision and recall on both datasets, outperforming another pedigree-based CNV calling pipeline. As part of this work, we provide a list of high-confidence gold standard CNVs for the NA12878 reference sample, curated from multiple studies. We applied PECAN to a collection of pedigrees multiply affected with schizophrenia and identified a rare deletion that perfectly co-segregates with schizophrenia in one of the pedigrees. The CNV overlaps the gene PITRM1, which has been implicated in a complex phenotype including ataxia, developmental delay, and schizophrenia-like episodes in affected adults.

Для цитирования: Ormond Cathal, Ryan Niamh M, Byerley William, Heron Elizabeth A, Corvin Aiden. Investigating copy number variants in schizophrenia pedigrees using a new consensus pipeline called PECAN.. Scientific reports. 2024. DOI: 10.1038/s41598-024-66021-0.

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