Study / S10Z599F72022-05-09

Massively parallel identification of functionally consequential noncoding genetic variants in undiagnosed rare disease patients

Jasmine A. McQuerry, Merry Mclaird, Samantha N. Hartin, John C. Means, Jeffrey Johnston et al.

About this study

Clinical whole genome sequencing has enabled the discovery of potentially pathogenic noncoding variants in the genomes of rare disease patients with a prior history of negative genetic testing. However, interpreting the functional consequences of noncoding variants and distinguishing those that contribute to disease etiology remains a challenge. Here we address this challenge by experimentally profiling the functional consequences of rare noncoding variants detected in a cohort of undiagnosed rare disease patients at scale using a massively parallel reporter assay. We demonstrate that this approach successfully identifies rare noncoding variants that alter the regulatory capacity of genomic sequences. In addition, we describe an integrative analysis that utilizes genomic features alongside patient clinical data to further prioritize candidate variants with an increased likelihood of pathogenicity. This work represents an important step towards establishing a framework for the functional interpretation of clinically detected noncoding variants.

Full author list & citation

Jasmine A. McQuerry, Merry Mclaird, Samantha N. Hartin, John C. Means, Jeffrey Johnston, Tomi Pastinen, Scott T. Younger. Massively parallel identification of functionally consequential noncoding genetic variants in undiagnosed rare disease patients. 2022-05-09. https://doi.org/10.1038/s41598-022-11589-8

Experiments 1

E561K447I

HEK293T episomal MPRA of rare noncoding variant alleles

An episomal MPRA library of 3,059 rare noncoding single-nucleotide variants was tested in human HEK293T cells. Each variant was represented by four 100-nucleotide allele sequences (reference, patient variant, and two alternative alleles), with five 12-nucleotide barcodes per construct and two plasmid-DNA plus two cDNA sequencing replicates.

Episomal Plasmid MPRAHumanGRCh37
Explore data

Raw source data 10 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 10 files (ZIP)GSE185795_family.soft.gzGSE185795_MPRA_Expression_Matrix.txt.gzGSE185795_RNA_Expression_Matrix.txt.gzMOESM4_Supplementary_Table_S1.txtMOESM5_Supplementary_Table_S2.txtMOESM6_Supplementary_Table_S3.txtMOESM7_Supplementary_Table_S4.txtMOESM8_Supplementary_Table_S5.txtMOESM9_Supplementary_Table_S6.xlsxsource_notes.txt

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