Previous reports on brain co-expression networks have assigned genes to unique co-expression gene sets using cluster-based strategies. This feature is incompatible with the diversity of cell populations involved. We investigated gene co-expression in single nuclei RNA-sequencing from the dorsolateral prefrontal cortex of patients with Major Depressive Disorder (MDD) and neurotypical controls (NC) using Tensor Models to identify components with overlapping gene memberships. We associated co-expression components with diagnosis and risk for psychiatric disorders.

Dorsolateral Prefrontal Cortex Single Nuclei Tensor Decomposition Identifies Shared Genetic Risk for Major Depressive Disorder and Schizophrenia in Suicidal Subjects

Leonardo Sportelli;Giulio Pergola
2021-01-01

Abstract

Previous reports on brain co-expression networks have assigned genes to unique co-expression gene sets using cluster-based strategies. This feature is incompatible with the diversity of cell populations involved. We investigated gene co-expression in single nuclei RNA-sequencing from the dorsolateral prefrontal cortex of patients with Major Depressive Disorder (MDD) and neurotypical controls (NC) using Tensor Models to identify components with overlapping gene memberships. We associated co-expression components with diagnosis and risk for psychiatric disorders.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11586/476902
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