npj Genomic MedicineGenetic & Genomic MedicinePeer-reviewed journal article
Distinguishing benign from pathogenic duplications involving GPR101 and VGLL1-adjacent enhancers in the clinical setting with the bioinformatic tool POSTRE
Giampaolo TrivelliniD, Víctor Sánchez-GayaiD, Alexia GrassoiD, Magdalena PasińskaiD, Constantine A. StratakisiD, Di MilnesiD, Edwin Philip KirkiD, Albert M. BeckersiD, Andrea Gerardo LaniaiD, Patrick PétrossiansiD, Álvaro Rada-IglesiasiD, Martin FrankeiD, Adrian DalyiD
Abstract
BackgroundStructural variants (SVs) that disrupt topologically associating domains (TADs) can cause disease by rewiring enhancer-promoter interactions. Duplications involving GPR101 are known to cause X-linked acrogigantism (X-LAG) by enabling aberrant expression of GPR101 through hijacking of enhancers at VGLL1. However, not all GPR101-containing duplications are pathogenic, presenting a diagnostic challenge, especially in the prenatal setting. MethodsWe evaluated POSTRE, a tool designed to predict the regulatory impact of SVs, to distinguish pathogenic from benign GPR101 duplications. We analyzed six non-pathogenic duplications, and 27 known X-LAG associated pathogenic duplications. Tissue-specific enhancer maps built using H3K27ac ChIP-seq and ATAC-seq data as well as gene expression data derived from human anterior pituitary samples were integrated into POSTRE to enable predictions in a X-LAG relevant tissue context. ResultsPOSTRE correctly classified all 33 duplications as benign or pathogenic. In addition, one X-LAG case with mild clinical features (e.g., severe GH hypersecretion in the absence of pituitary tumorigenesis) was found to include only 2/5 VGLL1 enhancers (also predicted to be the weakest enhancers), whereas all 26 typical X-LAG cases had 24 enhancers duplicated. This suggests that milder enhancer hijacking at VGLL1 could explain the different clinical features of X-LAG in this individual. ConclusionsThese findings support the utility of POSTRE to support diagnostic pipelines when interpreting SVs affecting chromatin architecture in pituitary disease. By accurately modelling enhancer adoption in a cell type-specific context, POSTRE could help to reduce uncertainty in genetic counselling and offers a rapid alternative to performing chromatin conformation capture experiments.
- organism: human
- assay: ATAC-seq
- assay: ChIP-seq
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: benchmarking
- approach: statistical model
- Citations
- 6
- FWCI
- 24.04
- Field percentile
- top 1%
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