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Image Credit: Arxiv

Multi-omic Causal Discovery using Genotypes and Gene Expression

  • Causal discovery in multi-omic datasets is important for understanding gene regulatory mechanisms.
  • Introducing GENESIS, a constraint-based algorithm that utilizes genotypes to infer relationships in transcriptomic data.
  • GENESIS initializes an empty ancestrality matrix and populates it with direct, indirect, or non-causal relationships using independence tests.
  • The framework of GENESIS shows potential in uncovering causal pathways in complex traits, benefitting functional genomics, drug discovery, and precision medicine.

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