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Potential Schizophrenia Disease-Related Genes Prediction Using Metagraph Representations Based on a Protein-Protein Interaction Keyword Network: Framework Development and Validation.

Shirui YuZiyang WangJiale NanAihua LiXuemei YangXiaoli Tang
Published in: JMIR formative research (2023)
The metagraph representation based on the PPIK network framework was found to be effective for potential schizophrenia risk genes identification. The results are quite reliable as evidence can be found in the literature to support our prediction. Our approach can provide more biological insights into the pathogenesis of schizophrenia.
Keyphrases
  • bipolar disorder
  • protein protein
  • small molecule
  • systematic review
  • bioinformatics analysis
  • working memory
  • genome wide
  • gene expression
  • dna methylation
  • network analysis