Discovering Biomarkers and Pathways Shared by Alzheimer's Disease and Ischemic Stroke to Identify Novel Therapeutic Targets

Medicina (Kaunas). 2019 May 22;55(5):191. doi: 10.3390/medicina55050191.

Abstract

Background and objectives: Alzheimer's disease (AD) is a progressive neurodegenerative disease that results in severe dementia. Having ischemic strokes (IS) is one of the risk factors of the AD, but the molecular mechanisms that underlie IS and AD are not well understood. We thus aimed to identify common molecular biomarkers and pathways in IS and AD that can help predict the progression of these diseases and provide clues to important pathological mechanisms. Materials and Methods: We have analyzed the microarray gene expression datasets of IS and AD. To obtain robust results, combinatorial statistical methods were used to analyze the datasets and 26 transcripts (22 unique genes) were identified that were abnormally expressed in both IS and AD. Results: Gene Ontology (GO) and KEGG pathway analyses indicated that these 26 common dysregulated genes identified several altered molecular pathways: Alcoholism, MAPK signaling, glycine metabolism, serine metabolism, and threonine metabolism. Further protein-protein interactions (PPI) analysis revealed pathway hub proteins PDE9A, GNAO1, DUSP16, NTRK2, PGAM2, MAG, and TXLNA. Transcriptional and post-transcriptional components were then identified, and significant transcription factors (SPIB, SMAD3, and SOX2) found. Conclusions: Protein-drug interaction analysis revealed PDE9A has interaction with drugs caffeine, γ-glutamyl glycine, and 3-isobutyl-1-methyl-7H-xanthine. Thus, we identified novel putative links between pathological processes in IS and AD at transcripts levels, and identified possible mechanistic and gene expression links between IS and AD.

Keywords: Alzheimer’s disease; biomarker signatures; differentially expressed genes; drug targets; ischemic stroke; protein–drug interactions; protein–protein interaction.

MeSH terms

  • 3',5'-Cyclic-AMP Phosphodiesterases / analysis
  • 3',5'-Cyclic-AMP Phosphodiesterases / blood
  • Alzheimer Disease / blood*
  • Alzheimer Disease / complications
  • Biomarkers / analysis
  • Biomarkers / blood*
  • Brain Ischemia / blood*
  • Brain Ischemia / complications
  • Dual-Specificity Phosphatases / analysis
  • Dual-Specificity Phosphatases / blood
  • GTP-Binding Protein alpha Subunits, Gi-Go / analysis
  • GTP-Binding Protein alpha Subunits, Gi-Go / blood
  • Humans
  • Membrane Glycoproteins / analysis
  • Membrane Glycoproteins / blood
  • Mitogen-Activated Protein Kinase Phosphatases / analysis
  • Mitogen-Activated Protein Kinase Phosphatases / blood
  • Myelin-Associated Glycoprotein / analysis
  • Myelin-Associated Glycoprotein / blood
  • Receptor, trkB / analysis
  • Receptor, trkB / blood
  • Signal Transduction / physiology
  • Stroke / blood
  • Stroke / complications
  • Vesicular Transport Proteins / analysis
  • Vesicular Transport Proteins / blood

Substances

  • Biomarkers
  • GNAO1 protein, human
  • MAG protein, human
  • Membrane Glycoproteins
  • Myelin-Associated Glycoprotein
  • TXLNA protein, human
  • Vesicular Transport Proteins
  • Receptor, trkB
  • tropomyosin-related kinase-B, human
  • Mitogen-Activated Protein Kinase Phosphatases
  • DUSP16 protein, human
  • Dual-Specificity Phosphatases
  • 3',5'-Cyclic-AMP Phosphodiesterases
  • PDE9A protein, human
  • GTP-Binding Protein alpha Subunits, Gi-Go