Back to search

Article

Disentangling Cell-Type-Specific Perturbation Responses Via Non-Negative Matrix Factorization of Bulk PFC Transcriptomes

2026-05-13

Abstract excerpt

Bulk transcriptomic profiling of the prefrontal cortex (PFC) provides a global snapshot of gene expression, but obscures cell-type-specific responses to genetic or environmental perturbations. Deconvolving these hidden signals remains a critical challenge, as cell-type heterogeneity can mask disease-relevant transcriptional changes. Here, we present an analytical framework based on non-negative matrix factorizatio...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
e968b10f-5383-5b7b-8454-a41975252fbe
DOI
10.14293/pr2199.003582.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Disentangling Cell-Type-Specific Perturbation Responses Via Non-Negative Matrix Factorization of Bulk PFC TranscriptomesDOI 10.14293/pr2199.003582.v1
Select a neighboring publication to make it the new centre.