TY - JOUR KW - Bone development KW - RNA sequencing AU - Ken To AU - Lijiang Fei AU - J. Patrick Pett AU - Kenny Roberts AU - Raphael Blain AU - Krzysztof Polanski AU - Tong Li AU - Nadav Yayon AU - Peng He AU - Chuan Xu AU - James Cranley AU - Madelyn Moy AU - Ruoyan Li AU - Kazumasa Kanemaru AU - Ni Huang AU - Stathis Megas AU - Laura Richardson AU - Rakesh Kapuge AU - Shani Perera AU - Elizabeth Tuck AU - Anna Wilbrey-Clark AU - Ilaria Mulas AU - Fani Memi AU - Batuhan Cakir AU - Alexander V. Predeus AU - David Horsfall AU - Simon Murray AU - Martin Prete AU - Pavel Mazin AU - Xiaoling He AU - Kerstin B. Meyer AU - Muzlifah Haniffa AU - Roger A. Barker AU - Omer Bayraktar AU - Alain Chédotal AU - Christopher D. Buckley AU - Sarah A. Teichmann AB - Human embryonic bone and joint formation is determined by coordinated differentiation of progenitors in the nascent skeleton. The cell states, epigenetic processes and key regulatory factors that underlie lineage commitment of these cells remain elusive. Here we applied paired transcriptional and epigenetic profiling of approximately 336,000 nucleus droplets and spatial transcriptomics to establish a multi-omic atlas of human embryonic joint and cranium development between 5 and 11 weeks after conception. Using combined modelling of transcriptional and epigenetic data, we characterized regionally distinct limb and cranial osteoprogenitor trajectories across the embryonic skeleton and further described regulatory networks that govern intramembranous and endochondral ossification. Spatial localization of cell clusters in our in situ sequencing data using a new tool, ISS-Patcher, revealed mechanisms of progenitor zonation during bone and joint formation. Through trajectory analysis, we predicted potential non-canonical cellular origins for human chondrocytes from Schwann cells. We also introduce SNP2Cell, a tool to link cell-type-specific regulatory networks to polygenic traits such as osteoarthritis. Using osteolineage trajectories characterized here, we simulated in silico perturbations of genes that cause monogenic craniosynostosis and implicate potential cell states and disease mechanisms. This work forms a detailed and dynamic regulatory atlas of bone and cartilage maturation and advances our fundamental understanding of cell-fate determination in human skeletal development. BT - Nature DA - 2024-11 DO - 10.1038/s41586-024-08189-z IS - 8039 LA - en N2 - Human embryonic bone and joint formation is determined by coordinated differentiation of progenitors in the nascent skeleton. The cell states, epigenetic processes and key regulatory factors that underlie lineage commitment of these cells remain elusive. Here we applied paired transcriptional and epigenetic profiling of approximately 336,000 nucleus droplets and spatial transcriptomics to establish a multi-omic atlas of human embryonic joint and cranium development between 5 and 11 weeks after conception. Using combined modelling of transcriptional and epigenetic data, we characterized regionally distinct limb and cranial osteoprogenitor trajectories across the embryonic skeleton and further described regulatory networks that govern intramembranous and endochondral ossification. Spatial localization of cell clusters in our in situ sequencing data using a new tool, ISS-Patcher, revealed mechanisms of progenitor zonation during bone and joint formation. Through trajectory analysis, we predicted potential non-canonical cellular origins for human chondrocytes from Schwann cells. We also introduce SNP2Cell, a tool to link cell-type-specific regulatory networks to polygenic traits such as osteoarthritis. Using osteolineage trajectories characterized here, we simulated in silico perturbations of genes that cause monogenic craniosynostosis and implicate potential cell states and disease mechanisms. This work forms a detailed and dynamic regulatory atlas of bone and cartilage maturation and advances our fundamental understanding of cell-fate determination in human skeletal development. PY - 2024 SP - 657 EP - 667 T2 - Nature TI - A multi-omic atlas of human embryonic skeletal development UR - https://www.nature.com/articles/s41586-024-08189-z VL - 635 Y2 - 2024-11-26 SN - 1476-4687 ER -