Chronobiology international

Using mathematical models to study daily rhythm genes in Alzheimer's disease

Updated

Abstract

A 60.4% reduction in coherence was observed in the co-expression of the PER3-CRY2 gene pair in Alzheimer's disease brain tissue.

  • Circadian gene expression in Alzheimer's disease showed a modest shift, with a Circadian Disruption Index of 0.101.
  • The most significant alteration in gene co-expression was noted in the PER3-CRY2 pair.
  • Network-wide coherence and circadian entropy did not show significant differences between Alzheimer's and control groups.
  • Regional Circadian Disruption Index did not differ significantly across different brain areas.
  • A 10-gene panel achieved a cross-validated area under the curve of 0.759 in classifying Alzheimer's versus control samples.
  • External validation of the classifier in an independent cohort did not surpass chance level.

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