Transcription factors with Perturb-seq knockdown data for LINC02731. The Binding column indicates whether any binding evidence exists for this TF–gene pair (ChIP-seq or motif footprint peaks). The Mean coef is the average Perturb-seq regression coefficient across active gRNAs (positive = LINC02731 upregulated upon KD; negative = downregulated). The Outlier column indicates whether this gene is in the top or bottom 5% of all TF knockdown effects.
| TF | Mean coef | Binding | Outlier | TF→Gene link |
|---|
Open chromatin peaks (ATAC-seq) in the genomic neighbourhood of LINC02731, linked by TSS proximity or chromatin conformation (Multiome / HiCAR). Each element overlaps at least one TF ChIP-seq binding site — the TFs column shows how many distinct TFs bind that element.
| Accessibility | Element | Dist. to TSS | Link type | TFs |
|---|---|---|---|---|
| chr11:134,026,706–134,027,472 | 9.6 kb | Proximal (<10kb) | 88 | |
| chr11:134,031,013–134,031,201 | 5.9 kb | Proximal (<10kb) | 89 | |
| chr11:134,033,701–134,034,640 | 2.5 kb | Proximal (<10kb) | 251 | |
| chr11:134,036,538–134,037,918 | at TSS | At TSS | 381 |
Genomic view of the LINC02731 locus showing ATAC-seq accessibility and RNA-seq expression across the ESC → DE time course, together with TF binding peaks and element-to-TSS loop connections.