数据与复现生物信息与基因组学FreedomIntelligence/OpenClaw-Medical-Skills数据与复现
BI

bio-workflows-spatial-pipeline

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

Spatial transcriptomics: alignment → deconvolution → domain detection.

OpenClawNanoClaw分析处理复现实验bio-workflows-spatial-pipeline🧠 bioos extended suitebioos extended bioinformatics suitespatial

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/bio-workflows-spatial-pipeline

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

  • Complete workflow ,用于 analyzing Visium,Xenium,或 other spatial transcriptomics data。
  • adata = sq.read.visium('spaceranger_output/')。

原始文档

SKILL.md 摘录

Step 1: Load Data

import scanpy as sc
import squidpy as sq
import numpy as np
import matplotlib.pyplot as plt

## Or load from specific files

adata = sc.read_10x_h5('filtered_feature_bc_matrix.h5')
adata.uns['spatial'] = ...  # Add spatial info

## For Xenium

adata = sq.read.xenium('xenium_output/')

print(f'Loaded: {adata.n_obs} spots/cells, {adata.n_vars} genes')

适用场景

  • Use bio-workflows-spatial-pipeline ,用于 genomics 、 bioinformatics workflows。
  • Apply bio-workflows-spatial-pipeline to sequencing,variant,或 omics analysis tasks。

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

  • spatial-transcriptomics/spatial-data-io - Loading formats
  • spatial-transcriptomics/spatial-preprocessing - QC details
  • spatial-transcriptomics/spatial-statistics - Moran's I, co-occurrence
  • spatial-transcriptomics/spatial-domains - Domain detection methods
  • spatial-transcriptomics/spatial-deconvolution - Cell type estimation

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