Identification of hub molecules of FUS-ALS by Bayesian gene regulatory network analysis of iPSC model: iBRN

Neurobiol Dis. 2021 Jul:155:105364. doi: 10.1016/j.nbd.2021.105364. Epub 2021 Apr 20.

Abstract

Fused in sarcoma/translated in liposarcoma (FUS) is a causative gene of amyotrophic lateral sclerosis (ALS). Mutated FUS causes accumulation of DNA damage and cytosolic stress granule (SG) formation, thereby motor neuron (MN) death. However, key molecular aetiology remains unclear. Here, we applied a novel platform technology, iBRN, "Non- biased" Bayesian gene regulatory network analysis based on induced pluripotent stem cell (iPSC)-derived cell model, to elucidate the molecular aetiology using transcriptome of iPSC-derived MNs harboring FUSH517D. iBRN revealed "hub molecules", which strongly influenced transcriptome network, such as miR-125b-5p-TIMELESS axis and PRKDC for the molecular aetiology. Next, we confirmed miR-125b-5p-TIMELESS axis in FUSH517D MNs such that miR-125b-5p regulated several DNA repair-related genes including TIMELESS. In addition, we validated both introduction of miR-125b-5p and knocking down of TIMELESS caused DNA damage in the cell culture model. Furthermore, PRKDC was strongly associated with FUS mis-localization into SGs by DNA damage under impaired DNA-PK activity. Collectively, our iBRN strategy provides the first compelling evidence to elucidate molecular aetiology in neurodegenerative diseases.

Keywords: Amyotrophic lateral sclerosis (ALS); Bayesian gene regulatory network analysis based on iPSC-derived cell model (iBRN); DNA damage response (DDR); Fused in sarcoma/translated in liposarcoma (FUS); Induced pluripotent stem cell.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amyotrophic Lateral Sclerosis / genetics*
  • Amyotrophic Lateral Sclerosis / metabolism
  • Bayes Theorem
  • Cell Line, Tumor
  • DNA Damage / physiology
  • Gene Knockout Techniques / methods
  • Gene Regulatory Networks / physiology*
  • Humans
  • Induced Pluripotent Stem Cells / physiology*
  • MicroRNAs / biosynthesis
  • MicroRNAs / genetics*
  • RNA-Binding Protein FUS / biosynthesis
  • RNA-Binding Protein FUS / genetics*

Substances

  • FUS protein, human
  • MIRN125 microRNA, human
  • MicroRNAs
  • RNA-Binding Protein FUS