IPM Calendar 
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Events for day: Thursday 28 September 2023    
           10:00 - 12:30     Weekly Seminar
Single-cell multi-omics analysis identifies context specific gene regulatory gates and mechanisms

School
BIOLOGICAL SCIENCES

Deciphering tissue- and cell-type specific gene regulatory networks from single-cell RNA sequencing (scRNA-seq) represents an area of active research. While past efforts have focused on reconstructing directed transcription factor (TF) to target gene networks, logic-based models enable interrogation of more complex combinatorial relationships between regulators. In particular, Boolean logic models can capture higher-order TF interactions, represented through AND, OR, and XOR logic gates. We propose a novel approach for inferring TF-gene networks from scRNA-seq while simultaneously elucidating the underlying Boolean logic combining TF activiti ...