329-StaVia：单细胞图谱的时空制图术

这篇文章介绍了一种名为 StaVia 的计算框架，专门用于对海量且复杂的单细胞图谱进行高精度轨迹推断（TI）。StaVia 的核心创新在于采用了高阶具有记忆的随机游走 (LTRW)，通过避免传统无记忆方法的错误，准确地绘制细胞分化路径。该框架擅长整合各种补充信息，包括空间坐标和时间序列元数据，并结合基因表达谱进行分析。为了解决可视化难题，StaVia 推出了一种独特的制图式 Atlas View，能够高效地将高分辨率图结构与细胞类型特异性统一起来。作者通过分析小鼠原肠形成和 Zebrahub 等复杂的发育图谱来验证 StaVia 的能力，展现了其在时间和空间维度上描绘复杂生物学概貌的潜力和处理八百万细胞级别数据集的能力。References:* Stassen S V, Kobashi M, Lam E Y, et al. StaVia: spatially and temp...去小宇宙查看完整单集简介前往小宇宙评论区与主播互动

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