IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-45719-9.html
   My bibliography  Save this article

Time-integrated BMP signaling determines fate in a stem cell model for early human development

Author

Listed:
  • Seth Teague

    (University of Michigan)

  • Gillian Primavera

    (University of Michigan)

  • Bohan Chen

    (University of Michigan Medical School)

  • Zong-Yuan Liu

    (University of Michigan Medical School)

  • LiAng Yao

    (University of Michigan Medical School)

  • Emily Freeburne

    (University of Michigan Medical School)

  • Hina Khan

    (University of Michigan Medical School)

  • Kyoung Jo

    (University of Michigan Medical School)

  • Craig Johnson

    (University of Michigan Medical School)

  • Idse Heemskerk

    (University of Michigan
    University of Michigan Medical School
    University of Michigan Medical School
    University of Michigan Medical School)

Abstract

How paracrine signals are interpreted to yield multiple cell fate decisions in a dynamic context during human development in vivo and in vitro remains poorly understood. Here we report an automated tracking method to follow signaling histories linked to cell fate in large numbers of human pluripotent stem cells (hPSCs). Using an unbiased statistical approach, we discover that measured BMP signaling history correlates strongly with fate in individual cells. We find that BMP response in hPSCs varies more strongly in the duration of signaling than the level. However, both the level and duration of signaling activity control cell fate choices only by changing the time integral. Therefore, signaling duration and level are interchangeable in this context. In a stem cell model for patterning of the human embryo, we show that signaling histories predict the fate pattern and that the integral model correctly predicts changes in cell fate domains when signaling is perturbed. Our data suggest that mechanistically, BMP signaling is integrated by SOX2.

Suggested Citation

  • Seth Teague & Gillian Primavera & Bohan Chen & Zong-Yuan Liu & LiAng Yao & Emily Freeburne & Hina Khan & Kyoung Jo & Craig Johnson & Idse Heemskerk, 2024. "Time-integrated BMP signaling determines fate in a stem cell model for early human development," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-45719-9
    DOI: 10.1038/s41467-024-45719-9
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-45719-9
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-45719-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sarah Anhala Cepeda-Humerez & Jakob Ruess & Gašper Tkačik, 2019. "Estimating information in time-varying signals," PLOS Computational Biology, Public Library of Science, vol. 15(9), pages 1-33, September.
    2. I. Martyn & T. Y. Kanno & A. Ruzo & E. D. Siggia & A. H. Brivanlou, 2018. "Self-organization of a human organizer by combined Wnt and Nodal signalling," Nature, Nature, vol. 558(7708), pages 132-135, June.
    3. Jia-Ren Lin & Mohammad Fallahi-Sichani & Peter K. Sorger, 2015. "Highly multiplexed imaging of single cells using a high-throughput cyclic immunofluorescence method," Nature Communications, Nature, vol. 6(1), pages 1-7, December.
    4. Eric Dessaud & Lin Lin Yang & Katy Hill & Barny Cox & Fausto Ulloa & Ana Ribeiro & Anita Mynett & Bennett G. Novitch & James Briscoe, 2007. "Interpretation of the sonic hedgehog morphogen gradient by a temporal adaptation mechanism," Nature, Nature, vol. 450(7170), pages 717-720, November.
    5. Alexander M. Tsankov & Hongcang Gu & Veronika Akopian & Michael J. Ziller & Julie Donaghey & Ido Amit & Andreas Gnirke & Alexander Meissner, 2015. "Transcription factor binding dynamics during human ES cell differentiation," Nature, Nature, vol. 518(7539), pages 344-349, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kosuke Tomimatsu & Takeru Fujii & Ryoma Bise & Kazufumi Hosoda & Yosuke Taniguchi & Hiroshi Ochiai & Hiroaki Ohishi & Kanta Ando & Ryoma Minami & Kaori Tanaka & Taro Tachibana & Seiichi Mori & Akihito, 2024. "Precise immunofluorescence canceling for highly multiplexed imaging to capture specific cell states," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    2. S. Vickovic & B. Lötstedt & J. Klughammer & S. Mages & Å Segerstolpe & O. Rozenblatt-Rosen & A. Regev, 2022. "SM-Omics is an automated platform for high-throughput spatial multi-omics," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    3. Chakraborty, Priya & Jolly, Mohit Kumar & Roy, Ushasi & Ghosh, Sayantari, 2023. "Spatio-temporal pattern formation due to host-circuit interplay in gene expression dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 167(C).
    4. Roman Vetter & Dagmar Iber, 2022. "Precision of morphogen gradients in neural tube development," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    5. Haipeng Fu & Tingyu Wang & Xiaohui Kong & Kun Yan & Yang Yang & Jingyi Cao & Yafei Yuan & Nan Wang & Kehkooi Kee & Zhi John Lu & Qiaoran Xi, 2022. "A Nodal enhanced micropeptide NEMEP regulates glucose uptake during mesendoderm differentiation of embryonic stem cells," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    6. Luke Simpson & Andrew Strange & Doris Klisch & Sophie Kraunsoe & Takuya Azami & Daniel Goszczynski & Triet Minh & Benjamin Planells & Nadine Holmes & Fei Sang & Sonal Henson & Matthew Loose & Jennifer, 2024. "A single-cell atlas of pig gastrulation as a resource for comparative embryology," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    7. Yunhao Bai & Bokai Zhu & John-Paul Oliveria & Bryan J. Cannon & Dorien Feyaerts & Marc Bosse & Kausalia Vijayaragavan & Noah F. Greenwald & Darci Phillips & Christian M. Schürch & Samuel M. Naik & Edw, 2023. "Expanded vacuum-stable gels for multiplexed high-resolution spatial histopathology," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    8. Alek G. Erickson & Alessia Motta & Maria Eleni Kastriti & Steven Edwards & Fanny Coulpier & Emy Théoulle & Aliia Murtazina & Irina Poverennaya & Daniel Wies & Jeremy Ganofsky & Giovanni Canu & Francoi, 2024. "Motor innervation directs the correct development of the mouse sympathetic nervous system," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    9. Ishtiaque Hossain & Pierre Priam & Sofia C. Reynoso & Sahil Sahni & Xiao X. Zhang & Laurence Côté & Joelle Doumat & Candus Chik & Tianxin Fu & Julie A. Lessard & William A. Pastor, 2024. "ZIC2 and ZIC3 promote SWI/SNF recruitment to safeguard progression towards human primed pluripotency," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    10. Francesco Panariello & Onelia Gagliano & Camilla Luni & Antonio Grimaldi & Silvia Angiolillo & Wei Qin & Anna Manfredi & Patrizia Annunziata & Shaked Slovin & Lorenzo Vaccaro & Sara Riccardo & Valenti, 2023. "Cellular population dynamics shape the route to human pluripotency," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    11. Shu Wang & Jia-Ren Lin & Eduardo D Sontag & Peter K Sorger, 2019. "Inferring reaction network structure from single-cell, multiplex data, using toric systems theory," PLOS Computational Biology, Public Library of Science, vol. 15(12), pages 1-25, December.
    12. Cemal Erdem & Sean M. Gross & Laura M. Heiser & Marc R. Birtwistle, 2023. "MOBILE pipeline enables identification of context-specific networks and regulatory mechanisms," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    13. Pedro Madrigal & Siwei Deng & Yuliang Feng & Stefania Militi & Kim Jee Goh & Reshma Nibhani & Rodrigo Grandy & Anna Osnato & Daniel Ortmann & Stephanie Brown & Siim Pauklin, 2023. "Epigenetic and transcriptional regulations prime cell fate before division during human pluripotent stem cell differentiation," Nature Communications, Nature, vol. 14(1), pages 1-23, December.
    14. Xinyu Hu & Bob van Sluijs & Óscar García-Blay & Yury Stepanov & Koen Rietrae & Wilhelm T. S. Huck & Maike M. K. Hansen, 2024. "ARTseq-FISH reveals position-dependent differences in gene expression of micropatterned mESCs," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    15. Anat Kreimer & Tal Ashuach & Fumitaka Inoue & Alex Khodaverdian & Chengyu Deng & Nir Yosef & Nadav Ahituv, 2022. "Massively parallel reporter perturbation assays uncover temporal regulatory architecture during neural differentiation," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    16. Feng Lin & Xia Li & Shiyu Sun & Zhongyi Li & Chenglin Lv & Jianbo Bai & Lin Song & Yizhao Han & Bo Li & Jianping Fu & Yue Shao, 2023. "Mechanically enhanced biogenesis of gut spheroids with instability-driven morphomechanics," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    17. Yanting Luo & Jianlin He & Xiguang Xu & Ming-an Sun & Xiaowei Wu & Xuemei Lu & Hehuang Xie, 2018. "Integrative single-cell omics analyses reveal epigenetic heterogeneity in mouse embryonic stem cells," PLOS Computational Biology, Public Library of Science, vol. 14(3), pages 1-21, March.
    18. Anchel de Jaime-Soguero & Janina Hattemer & Anja Bufe & Alexander Haas & Jeroen Berg & Vincent Batenburg & Biswajit Das & Barbara Marco & Stefania Androulaki & Nicolas Böhly & Jonathan J. M. Landry & , 2024. "Developmental signals control chromosome segregation fidelity during pluripotency and neurogenesis by modulating replicative stress," Nature Communications, Nature, vol. 15(1), pages 1-22, December.
    19. Qiliang Ding & Matthew M. Edwards & Ning Wang & Xiang Zhu & Alexa N. Bracci & Michelle L. Hulke & Ya Hu & Yao Tong & Joyce Hsiao & Christine J. Charvet & Sulagna Ghosh & Robert E. Handsaker & Kevin Eg, 2021. "The genetic architecture of DNA replication timing in human pluripotent stem cells," Nature Communications, Nature, vol. 12(1), pages 1-18, December.
    20. Wenxian Wang & Hyeyoung Cho & Jae W. Lee & Soo-Kyung Lee, 2022. "The histone demethylase Kdm6b regulates subtype diversification of mouse spinal motor neurons during development," Nature Communications, Nature, vol. 13(1), pages 1-22, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-45719-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.