Topological modeling of gene expression in the brain with Huntington's disease reveals selective disruption of co-expression network

Sci Rep. 2026 Jun 30;16(1):18328. doi: 10.1038/s41598-026-56101-8.

Abstract

We applied transcriptome tomography to create a whole-brain model of early-stage Huntington's disease (HD) in R6/2 mice, which ubiquitously express truncated human mutant HTT containing approximately 150 CAG repeats. Medium spiny neuron (MSN)-related genes showed abnormal expression in the HD brain, in terms of expression similarity to wild-type Htt. Bdnf was the most probable upstream regulator of these genes. Smarca4, the Bdnf-regulator, was similarly expressed to wild-type Htt in the control brain; however, this was not observed in HD, implying a possible involvement of Smarca4 in glutamate excitotoxicity in HD. Lhx6, a master gene for MSN-related pathway development ordinarily conserved postnatally and in adulthood, was lost in the HD co-expression network. And a network hub node, Fcho1, was lost in connection involving Lhx6 and mitochondrial gene clusters. Loss of Smarca4, Lhx6, and Fcho1 in co-expression may contribute to spatiotemporally specific neuronal loss in HD.

MeSH terms

  • Animals
  • Brain* / metabolism
  • Brain* / pathology
  • Brain-Derived Neurotrophic Factor / genetics
  • Brain-Derived Neurotrophic Factor / metabolism
  • DNA Helicases / genetics
  • DNA Helicases / metabolism
  • Disease Models, Animal
  • Gene Expression Profiling
  • Gene Expression Regulation*
  • Gene Regulatory Networks*
  • Humans
  • Huntingtin Protein / genetics
  • Huntingtin Protein / metabolism
  • Huntington Disease* / genetics
  • Huntington Disease* / metabolism
  • Huntington Disease* / pathology
  • LIM-Homeodomain Proteins / genetics
  • LIM-Homeodomain Proteins / metabolism
  • Medium Spiny Neurons
  • Mice
  • Mice, Transgenic
  • Nerve Tissue Proteins / genetics
  • Nuclear Proteins / genetics
  • Nuclear Proteins / metabolism
  • Transcription Factors / genetics
  • Transcription Factors / metabolism

Substances

  • Transcription Factors
  • Nuclear Proteins
  • Huntingtin Protein
  • Brain-Derived Neurotrophic Factor
  • DNA Helicases
  • LIM-Homeodomain Proteins
  • Nerve Tissue Proteins