Centre for Life's Origins and Evolution, Department of Genetics Evolution and Environment, University College London, London, United Kingdom.
Institut de Génomique Fonctionnelle de Lyon (IGFL), École Normale Supérieure de Lyon, Lyon, France.
Elife. 2019 Jan 28;8:e40292. doi: 10.7554/eLife.40292.
Cell lineages provide the framework for understanding how cell fates are decided during development. Describing cell lineages in most organisms is challenging; even a fruit fly larva has ~50,000 cells and a small mammal has >1 billion cells. Recently, the idea of applying CRISPR to induce mutations during development, to be used as heritable markers for lineage reconstruction, has been proposed by several groups. While an attractive idea, its practical value depends on the accuracy of the cell lineages that can be generated. Here, we use computer simulations to estimate the performance of these approaches under different conditions. We incorporate empirical data on CRISPR-induced mutation frequencies in . We show significant impacts from multiple biological and technical parameters - variable cell division rates, skewed mutational outcomes, target dropouts and different sequencing strategies. Our approach reveals the limitations of published CRISPR recorders, and indicates how future implementations can be optimised.
This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).
细胞谱系为了解细胞命运如何在发育过程中决定提供了框架。描述大多数生物体中的细胞谱系具有挑战性;即使是果蝇幼虫也有约 50000 个细胞,而小型哺乳动物则有超过 10 亿个细胞。最近,一些研究小组提出了将 CRISPR 应用于诱导发育过程中的突变,用作谱系重建的可遗传标记的想法。虽然这是一个有吸引力的想法,但它的实际价值取决于可以产生的细胞谱系的准确性。在这里,我们使用计算机模拟来估计在不同条件下这些方法的性能。我们结合了关于在. 中诱导突变频率的经验数据。我们展示了多个生物学和技术参数的显著影响——可变的细胞分裂率、偏斜的突变结果、目标缺失和不同的测序策略。我们的方法揭示了已发表的 CRISPR 记录器的局限性,并指出了如何优化未来的实现。
本文经过编辑过程,作者决定如何回应同行评审中提出的问题。审稿人的评估是所有问题都已得到解决(见评审意见)。