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Kidney Atlas 论文复现

复现 Lake et al., Nature 2023An atlas of healthy and injured cell states and niches in the human kidney 的论文图表。

Open In Colab

仓库内容

路径 说明
kidney_atlas_reproduction.ipynb 唯一 Colab notebook,包含全部复现代码(分模块)
figures/ 复现产出图
requirements.txt Python 依赖

快速开始

  1. 点击上方 Open in Colab
  2. Runtime → Run all(或按模块依次运行)
  3. 在 notebook「模块 1」中配置数据路径(Google Drive 或本地上传)

数据来源

来源 链接
KPMP Atlas https://www.kpmp.org/doi-collection/10-48698-3z31-8924
CZ CELLxGENE https://cellxgene.cziscience.com/
CAP https://celltype.info/project/588
原始代码 https://github.com/KPMP/Cell-State-Atlas-2022

引用

@article{lake2023atlas,
  title={An atlas of healthy and injured cell states and niches in the human kidney},
  author={Lake, Blue B and others},
  journal={Nature},
  volume={619},
  pages={585--594},
  year={2023},
  doi={10.1038/s41586-023-05769-3}
}

License

MIT

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