Signac notebooks for object construction, fragment-aware QC, TF-IDF/LSI, motif enrichment, and a chromVAR API reminder.

5 notebooks · view or download the QMD files below

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Create a Signac scATAC object

Source-backed Draft

Build a Seurat object with a Signac ChromatinAssay from peak counts, matching metadata, fragments, and genome annotation.

Fragment-aware scATAC quality control

Source-backed Draft

Compute fragment-aware ATAC QC metrics, inspect them by sample, apply a baseline filter, and save the object.

TF-IDF, LSI, and clustering

Source-backed Draft

Run the Signac TF-IDF, SVD, neighbor, clustering, and UMAP steps.

Motif enrichment with FindMotifs

Source-backed Draft

Add JASPAR motif matches and test enrichment in a selected foreground peak set against a specified background universe.

chromVAR motif deviations

API reminder Draft

Give a minimal chromVAR reminder for estimating cell-level motif deviation scores.