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multi-omics-integration

@ammawla · 收录于 1 周前

Integrate multiple ENCODE data types (RNA-seq, ATAC-seq, Histone ChIP-seq, TF ChIP-seq) for a tissue/cell type to build a comprehensive regulatory landscape. Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?" by layering expression, chromatin accessibility, histone marks, and TF binding data. Follows the Mawla et al. 2023 framework for cross-assay integration of islet cell type-specific data. Handles chromatin state annotation (ChromHMM), enhancer-gene linkage, TF motif enrichment, and cell type-specific regulatory element identification. Use for ANY multi-omic analysis, enhancer discovery, regulatory network construction, or epigenomic characterization using ENCODE data.

适合你,如果要做组织特异性的基因调控网络分析

/ 通过 npx 安装 校验哈希
npx oh-my-skill add ammawla/encode-toolkit/multi-omics-integration
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- ammawla/encode-toolkit/multi-omics-integration
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify ammawla/encode-toolkit/multi-omics-integration
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
37GitHub stars
~6.3K最小装载
~6.3K含声明引用
~8.5K文本包总量
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