数据与复现科研绘图与可视化FreedomIntelligence/OpenClaw-Medical-Skills数据与复现
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bio-chipseq-visualization

维护者 FreedomIntelligence · 最近更新 2026年4月1日

bio-chipseq-visualization:可视化 ChIP-seq data ,使用 deepTools,Gviz,、 ChIPseeker。 创建 heatmaps,profile plots,、 genome browser tracks。 适合在visualizing ChIP-seq signal 、 peaks时使用。

OpenClawNanoClaw分析处理写作整理bio-chipseq-visualization🧬 bioinformatics (gptomics bio-* suite)bioinformatics — epigenomics & chromatinvisualize

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-chipseq-visualization

维护者
FreedomIntelligence
许可
MIT
最近更新
2026年4月1日

技能摘要

来自 SKILL.md 的关键信息

2 min

核心说明

  • CLI:deeptools computeMatrix reference-point → plotHeatmap。
  • R:Gviz,ChIPseeker::plotAvgProf()。
  • 创建 heatmap of ChIP-seq signal around peaks" → Generate signal heatmaps,profile plots,、 genome browser tracks showing enrichment patterns around genomic features. CLI:deeptools computeMatrix reference-point → plotHeatmap R:Gviz,ChIPseeker::plotAvgProf()。
  • computeMatrix reference-point \ --referencePoint TSS \ -b 3000 - 3000 \ # 3kb upstream 、 downstream -R genes.bed \ # Reference regions -S sample.bw \ # Signal file (bigWig) -o matrix.gz \ --outFileSortedRegions sorted_genes.bed。

原始文档

SKILL.md 摘录

deepTools - Compute Matrix

Goal: Build a signal matrix of ChIP-seq coverage around reference points for downstream heatmaps and profiles.

Approach: Use computeMatrix to extract bigWig signal values in windows around genomic features like TSS.


## deepTools - Scale-Regions

**Goal:** Visualize ChIP signal across gene bodies scaled to a uniform length.

**Approach:** Scale all gene regions to equal size and compute signal with flanking windows.

```bash

## Signal across gene bodies

computeMatrix scale-regions \
    -R genes.bed \
    -S sample1.bw sample2.bw \
    -b 3000 -a 3000 \              # Flanking regions
    -m 5000 \                       # Scaled body length
    -o matrix_scaled.gz

适用场景

  • 适合在visualizing ChIP-seq signal 、 peaks时使用。

不适用场景

  • Do not rely on this catalog entry alone ,用于 installation 或 maintenance details。

上游相关技能

  • peak-calling - Generate peaks for visualization
  • peak-annotation - Annotation pie charts
  • alignment-files - Prepare BAM files

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