Plate IV.40 · Publications

An integrated single cell and spatial omics atlas of human prenatal development

Preprint in bioRxiv, 1 April 2026.

PreprintOpen accessResearch area: Cell Atlas, Integration

Authors

  1. Simone Webb
  2. Antony Rose
  3. Chuan Xu
  4. Lloyd Steele
  5. Masami A Kuri
  6. Emily Stephenson
  7. Kemal Inecik
  8. Daniyal Jafree
  9. April R Foster
  10. Daniela Basurto-Lozada
  11. Nana-Jane Chipampe
  12. Anna V Pournara
  13. Marc-Antoine Jacques
  14. Ken To
  15. Chloe Admane
  16. Efpraxia Kritikaki
  17. Marta A Chroscik
  18. David Horsfall
  19. Julia Foreman
  20. Koen Rademaker
  21. Julia Karjalainen
  22. Anna Laddach
  23. Shaista Madad
  24. John E G Lawrence
  25. Vitalii Kleshchevnikov
  26. Steven Lisgo
  27. Jimmy Tsz Hang Lee
  28. Joséphine Blevinal
  29. Ahlam Alqahtani
  30. Stanislaw Makarchuk
  31. Jake Jackson
  32. Ekin Ucuncu
  33. Teresa P Silva
  34. Valentina Lorenzi
  35. Fereshteh Torabi
  36. Rachel A Botting
  37. Kenny Roberts
  38. Bayanne Olabi
  39. Keerthi P Chakala
  40. Leander Dony
  41. Gabriele Dall’Aglio
  42. Ana-Maria Cujba
  43. Holly J Whitfield
  44. Christine Hale
  45. Justin Engelbert
  46. Tong Li
  47. Elena Prigmore
  48. Nusayhah Hudaa Gopee
  49. Michael W Mather
  50. Ben Talks
  51. Lijiang Fei
  52. Diana Pereira
  53. Corina Moldovan
  54. Rasa Elmentaite
  55. Krzysztof Polanski
  56. Alexander V Predeus
  57. Pasha Mazin
  58. Vicky Rowe
  59. Semih Bayraktar
  60. Vincent R Knight-Schrijver
  61. Menna Clatworthy
  62. Kazumasa Kanemaru
  63. James Cranley
  64. Andrew Guo
  65. Sanjay Sinha
  66. David McDonald
  67. Andrew Filby
  68. Janet Kerwin
  69. Peng He
  70. Inês Sequeira
  71. Roser Vento-Tormo
  72. Malte D. Luecken
  73. Alain Chédotal
  74. Deanne Taylor
  75. Silvia Martin-Almedina
  76. Pia Ostergaard
  77. Sam Behjati
  78. Elizabeth Robertson
  79. Nicola K Wilson
  80. John Marioni
  81. Helen V Firth
  82. Caroline F Wright
  83. Olivier Pourquie
  84. Laure Gambardella
  85. Paula Alexandre
  86. Berthold Gottgens
  87. Kerstin B Meyer
  88. MS Vijayabaskar
  89. Mo Lotfollahi
  90. Sarah A Teichmann
  91. Fabian J Theis
  92. Fränze Progatzky
  93. Omer Ali Bayraktar
  94. Muzlifah Haniffa

Abstract

Single cell genomics has enabled analysis of human prenatal development at unprecedented resolution. However, most studies have relied on dissociated tissues during restricted windows of development, limiting insights into how spatially distributed networks of cells, and multicellular niches emerge and adapt to distinct organ microenvironments in situ. Moreover, existing human developmental atlases have not yet been harmonised, and we thus lack a comprehensive catalogue of known cell types in the developing human body. Here, we introduce the Human Developmental Cell Atlas (HDCA), a unified structural, cellular and molecular resource for prenatal human development. The HDCA integrates published and unpublished single cell/nucleus RNAseq atlases across prenatal organs, and includes a newly generated, spatially resolved, multimodal cell atlas of intact human embryos. Spanning 4-22 post conceptional weeks, capturing embryonic and early to mid fetal stages, the HDCA contains ∼4.6 million cells/nuclei which resolve into ∼450 cell types, explorable with a bespoke web portal. For a global overview of the human embryo’s multicellular communities, we applied unsupervised deep learning to our intact human embryo spatial data, charting 114 tissue niches that are structural and signalling hubs for the cellular interactions of the embryo. Guided by these niches, we profiled cellular networks over space and time, not examinable using single-organ atlases. In so doing, we revealed tissue-specific fibroblast patterning from previously undescribed mesenchyme progenitors, early diversification of organ-specific blood capillaries and lymphatic vasculature, emergence of neural crest cell fates, the formation of placode-and neural crest-derived peripheral sensory neurons, and how tissue niches guide peripheral neuron maturation and axonal migration. The HDCA thus serves as a comprehensive step towards a comprehensive understanding of human prenatal development, and a template towards unravelling the biology of congenital disorders.

Cite

@misc{webb2026integrated,
  title = {{An integrated single cell and spatial omics atlas of human prenatal development}},
  author = {Webb, Simone and Rose, Antony and Xu, Chuan and Steele, Lloyd and Kuri, Masami A and Stephenson, Emily and Inecik, Kemal and Jafree, Daniyal and Foster, April R and Basurto-Lozada, Daniela and Chipampe, Nana-Jane and Pournara, Anna V and Jacques, Marc-Antoine and To, Ken and Admane, Chloe and Kritikaki, Efpraxia and Chroscik, Marta A and Horsfall, David and Foreman, Julia and Rademaker, Koen and Karjalainen, Julia and Laddach, Anna and Madad, Shaista and Lawrence, John E G and Kleshchevnikov, Vitalii and Lisgo, Steven and Lee, Jimmy Tsz Hang and Blevinal, Joséphine and Alqahtani, Ahlam and Makarchuk, Stanislaw and Jackson, Jake and Ucuncu, Ekin and Silva, Teresa P and Lorenzi, Valentina and Torabi, Fereshteh and Botting, Rachel A and Roberts, Kenny and Olabi, Bayanne and Chakala, Keerthi P and Dony, Leander and Dall’Aglio, Gabriele and Cujba, Ana-Maria and Whitfield, Holly J and Hale, Christine and Engelbert, Justin and Li, Tong and Prigmore, Elena and Gopee, Nusayhah Hudaa and Mather, Michael W and Talks, Ben and Fei, Lijiang and Pereira, Diana and Moldovan, Corina and Elmentaite, Rasa and Polanski, Krzysztof and Predeus, Alexander V and Mazin, Pasha and Rowe, Vicky and Bayraktar, Semih and Knight-Schrijver, Vincent R and Clatworthy, Menna and Kanemaru, Kazumasa and Cranley, James and Guo, Andrew and Sinha, Sanjay and McDonald, David and Filby, Andrew and Kerwin, Janet and He, Peng and Sequeira, Inês and Vento-Tormo, Roser and Luecken, Malte D. and Chédotal, Alain and Taylor, Deanne and Martin-Almedina, Silvia and Ostergaard, Pia and Behjati, Sam and Robertson, Elizabeth and Wilson, Nicola K and Marioni, John and Firth, Helen V and Wright, Caroline F and Pourquie, Olivier and Gambardella, Laure and Alexandre, Paula and Gottgens, Berthold and Meyer, Kerstin B and Vijayabaskar, MS and Lotfollahi, Mo and Teichmann, Sarah A and Theis, Fabian J and Progatzky, Fränze and Bayraktar, Omer Ali and Haniffa, Muzlifah},
  howpublished = {bioRxiv},
  publisher = {openRxiv},
  year = {2026},
  month = apr,
  doi = {10.64898/2026.03.30.714220},
  url = {https://doi.org/10.64898/2026.03.30.714220},
  note = {Preprint}
}
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