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Identification of a DNA methylation signature for renpenning syndrome (RENS1), a spliceopathy.

Sadegheh HaghshenasAidin ForoutanPratibha BhaiMichael A LevyRaissa RelatorJennifer KerkhofHaley McConkeyCindy D SkinnerRaymond C CaylorMatthew L TedderRoger E StevensonBekim SadikovicCharles E Schwartz
Published in: European journal of human genetics : EJHG (2023)
The challenges and ambiguities in providing an accurate diagnosis for patients with neurodevelopmental disorders have led researchers to apply epigenetics as a technique to validate the diagnosis provided based on the clinical examination and genetic testing results. Genome-wide DNA methylation analysis has recently been adapted for clinical testing of patients with genetic neurodevelopmental disorders. In this paper, preliminary data demonstrating a DNA methylation signature for Renpenning syndrome (RENS1 - OMIM 309500), which is an X-linked recessive neurodevelopmental disorder caused by variants in polyglutamine-binding protein 1 (PQBP1) is reported. The identified episignature was then utilized to construct a highly sensitive and specific binary classification model. Besides providing evidence for the existence of a DNA methylation episignature for Renpenning syndrome, this study increases the knowledge of the molecular mechanisms related to the disease. Moreover, the availability of more subjects in future may facilitate the establishment of an episignature that can be utilized for diagnosis in a clinical setting and for reclassification of variants of unknown clinical significance.
Keyphrases
  • dna methylation
  • genome wide
  • copy number
  • gene expression
  • case report
  • binding protein
  • healthcare
  • machine learning
  • deep learning
  • current status
  • congenital heart disease
  • molecularly imprinted