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