GEO series
RamDA-seq analysis of CRISPRa-mediated RELA activation for proof-of-concept validation of CATaN
GSE335951
Homo sapiens
Expression profiling by high throughput sequencing
36 samples
2026/06/29
GPL34284
Summary
This dataset was generated to validate CATaN (Canonical correlation Analysis of Transcriptome and TF-gene regulatory Networks), an unsupervised framework that integrates transcriptomic data with transcription factor (TF) gene regulatory networks. To test whether CATaN correctly recovers the transcriptional program driven by a specific TF, we activated RELA, a subunit of NF-κB, in Jurkat cells using CRISPR activation (CRISPRa; dCas9-VP64 with a single guide RNA targeting RELA) and compared it with a control guide RNA. Transcriptomes were profiled by RamDA-seq. Transductions were performed in triplicate for each condition, and cells were harvested at five, six, and seven days post-transduction. Differential expression analysis showed concordant directional changes in RELA-regulated genes; CATaN applied to these data assigned higher CC1 loadings to RELA ChIP-seq samples than to other TFs. Together, these results provide proof-of-concept support for the method.
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