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Omics · study · 2026

Genotype-phenotype single-cell transcriptomics for massive parallel assessment of genetic variants [scRNA_MYOD1]

Listed in NCBI GEO

Predicting the pathogenic effect of rare genetic variants is hampered by the limited cohort of diagnosed patients and the difficulty in evaluating the effect of existing and novel variants.

Description

To address this issue, we leveraged a protein Multiplexed Assay of Variants Effect (MAVE) to functionally assess the effect of ~2,300 missense variants of the TP63 gene, some of which cause autosomal dominant developmental disorders.

The activity of each variant was measured using an optimized fibroblast-to-keratinocyte conversion protocol, and a subset of mutants was validated using a wide range of functional tests. To expand MAVEs to any disease-driving gene without a specific predefined assay, we developed SCRAMseq (Single Cell RNAseq Associated with MAVEs by sequencing), which can retrieve each variant and characterize the functional consequences at the single-cell level through full-length scRNAseq.

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The dataset generated and validated here reclassified hundreds of variants present in the general population and definitively classified a Variant of Unknown Significance as pathogenic in a patient with ectodermal dysplasia. This work provides a robust and easy-to-use workflow to dissect the effect of gene variants for any possible disease-driving gene.

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From keywords
Life Sciences
Inferred from text
RNA sequencing 65% · Sequencing 75%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE31188210 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[modality].local:modality:sequencingenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title