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构建人类细胞图谱的时空工具。

Spatial and temporal tools for building a human cell atlas.

机构信息

Chan Zuckerberg Initiative, Redwood City, CA 94063.

Office of Strategic Coordination, Division of Program Coordination, Planning, and Strategic Initiatives, National Institutes of Health, Bethesda, MD 20852.

出版信息

Mol Biol Cell. 2019 Sep 1;30(19):2435-2438. doi: 10.1091/mbc.E18-10-0667.

Abstract

Improvements in the sensitivity, content, and throughput of microscopy, in the depth and throughput of single-cell sequencing approaches, and in computational and modeling tools for data integration have created a portfolio of methods for building spatiotemporal cell atlases. Challenges in this fast-moving field include optimizing experimental conditions to allow a holistic view of tissues, extending molecular analysis across multiple timescales, and developing new tools for 1) managing large data sets, 2) extracting patterns and correlation from these data, and 3) integrating and visualizing data and derived results in an informative way. The utility of these tools and atlases for the broader scientific community will be accelerated through a commitment to findable, accessible, interoperable, and reusable data and tool sharing principles that can be facilitated through coordination and collaboration between programs working in this space.

摘要

显微镜的灵敏度、内容和通量的提高,单细胞测序方法的深度和通量的提高,以及用于数据集成的计算和建模工具的提高,为构建时空细胞图谱创造了一系列方法。这个快速发展的领域的挑战包括优化实验条件,以允许对组织进行全面观察,将分子分析扩展到多个时间尺度,以及开发新工具:1)管理大型数据集,2)从这些数据中提取模式和相关性,以及 3)以有意义的方式整合和可视化数据和衍生结果。通过承诺寻找可发现、可访问、可互操作和可重复使用的数据和工具共享原则,可以通过在这个领域工作的项目之间的协调和合作来促进这些工具和图谱在更广泛的科学界的应用。

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Spatial and temporal tools for building a human cell atlas.构建人类细胞图谱的时空工具。
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本文引用的文献

1
Comprehensive Integration of Single-Cell Data.单细胞数据的综合整合。
Cell. 2019 Jun 13;177(7):1888-1902.e21. doi: 10.1016/j.cell.2019.05.031. Epub 2019 Jun 6.
4
Single-cell mapping of lineage and identity in direct reprogramming.直接重编程中的谱系和身份的单细胞图谱。
Nature. 2018 Dec;564(7735):219-224. doi: 10.1038/s41586-018-0744-4. Epub 2018 Dec 5.
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RNA velocity of single cells.单细胞 RNA 速度。
Nature. 2018 Aug;560(7719):494-498. doi: 10.1038/s41586-018-0414-6. Epub 2018 Aug 8.
9
A Single-Cell Atlas of In Vivo Mammalian Chromatin Accessibility.体内哺乳动物染色质可及性的单细胞图谱
Cell. 2018 Aug 23;174(5):1309-1324.e18. doi: 10.1016/j.cell.2018.06.052. Epub 2018 Aug 2.

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