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Single-cell Glycogenomics Deciphers Links Between Altered Transcriptional Regulation and Aberrant Glycosylation in Alzheimer's Disease.

Yusuke MatsuiAkira TogayachiKazuma SakamotoKiyohiko AngataKenji KadomatsuShoko Nishihara
Published in: bioRxiv : the preprint server for biology (2023)
Glycosylation is increasingly recognized as a potential new therapeutic target in Alzheimer's disease. In recent years, evidence for Alzheimer's disease-specific glycoproteins has been established. However, the mechanisms of their dysregulation, including tissue and cell type specificity, are not fully understood. We aimed to explore upstream regulators of aberrant glycosylation by integrating multiple data sources and using a glycogenomics approach. We identified dysregulation by the glycosyltransferase PLOD3 in oligodendrocytes as an upstream regulator in cerebral vessels, and found that it is involved in COL4A5 synthesis, which is strongly correlated with amyloid fiber formation. Furthermore, COL4A5 was suggested to interact with astrocytes via ECM receptors as a ligand. This study suggests directions for new therapeutic strategies for Alzheimer's disease targeting glycosyltransferases.
Keyphrases
  • cognitive decline
  • single cell
  • transcription factor
  • rna seq
  • machine learning
  • subarachnoid hemorrhage
  • drinking water
  • mild cognitive impairment
  • cancer therapy
  • big data
  • artificial intelligence