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How tissue mechanics, cell shape and cell fate connect

A circle of three ideas, each linked both ways to the next: tissue mechanics and cell shape affect each other, cell shape and cell fate affect each other, cell fate and tissue mechanics affect each other. In the middle, the lab’s model systems: outlines of a frog, Xenopus, and of a person. Each arc, and the person, stands for one of the lab’s projects, listed after the circle.

  1. Forces, fate and form: How tissue mechanics coordinate both cell fate and tissue morphogenesis
  2. When forces decide fate: Understanding temporal regulation of cell fate acquisition by mechanical forces
  3. Shape meets genes: Integrating scRNAseq data with morphological parameters to generate a multimodal model of cell fate acquisition
  4. Organoid models of disease: Establishing new models of human respiratory pathologies using 3D organoids

Xenopus

Our model organism

The skin of a Xenopus embryo is a mucociliary epithelium: it has the same kinds of cells as the lining of our airways, cells that beat cilia and cells that make mucus. It grows outside the mother, in the open, so we can film every cell as it forms and push and pull on the living tissue. Jakub has worked with Xenopus embryos since his postdoc in John Wallingford’s lab in Austin. The three projects on the arcs all use it.

How tissue mechanics coordinate both cell fate and tissue morphogenesis

We want to understand the interplay between mechanical forces exerted by progenitor cells and generated within tissue to coordinate development of specialized tissues.

About this project ↓

Integrating scRNAseq data with morphological parameters to generate a multimodal model of cell fate acquisition

We use computational methods to integrate morphological data describing cell shape changes and cell movement dynamics with scRNAseq data across the development of mucociliary epithelium.

About this project ↓

Understanding temporal regulation of cell fate acquisition by mechanical forces

We want to determine when and how externally applied forces (stretch or compression) impact development of mucociliary epithelium.

About this project ↓

Establishing new models of human respiratory pathologies using 3D organoids

We use human-derived biopsies of respiratory tissues to engineer 3D organoids for studying respiratory diseases.

About this project ↓

How tissue mechanics coordinate both cell fate and tissue morphogenesis

Forces inferred across the developing skin of a frog embryo (stand-in animation until the movie arrives)

We want to understand the interplay between mechanical forces exerted by progenitor cells and generated within tissue to coordinate development of specialized tissues.

While a tissue forms, its cells constantly push and pull on each other. Young cells that have not yet chosen what to become, called progenitors, add forces of their own as they move into place. We want to know how these forces work together to build a tissue that does its job.

In the skin of frog embryos, new ciliated cells squeeze up into the outer layer and feel how stiff it is with thin, finger-like protrusions. We film this in living embryos and measure the forces with open-source tools that read them from the shapes of the cells.

Papers from this project

  • Multiciliated cells use filopodia to probe tissue mechanics during epithelial integration in vivo

    Guilherme Ventura, Aboutaleb Amiri, Raghavan Thiagarajan, Mari Tolonen, Amin Doostmohammadi, Jakub Sędziński

    Nature Communications, 2022 Publication

  • PAK4: A vanguard of epithelial vertex remodeling

    Raghavan Thiagarajan, Jakub Sędziński

    The Journal of Cell Biology, 2026 Publication

  • ForSys: Non-invasive stress inference from time-lapse microscopy

    Augusto Borges, Jerónimo R. Miranda-Rodríguez, Alberto S. Ceccarelli, Guilherme Ventura, Jakub Sędziński, Hernán López-Schier, Osvaldo Chara

    iScience, 2025 Publication

  • StressNET: an adaptable deep-learning model for mechanical stress inference in tissues

    Nicolás Aldecoa Rodrigo, Augusto Borges, Jerónimo R. Miranda-Rodríguez, Guilherme Ventura, Jakub Sędziński, Hernán López-Schier, Osvaldo Chara

    bioRxiv, 2026 Preprint

  • Protocol for inferring mechanical stresses in tissues using ForSys, an open-source Python tool

    Augusto Borges, Jerónimo R. Miranda-Rodríguez, Alberto S. Ceccarelli, Guilherme Ventura, Jakub Sędziński, Hernán López-Schier, Osvaldo Chara

    STAR Protocols, 2026 Publication

  • Emerging concepts on the mechanical interplay between migrating cells and microenvironment in vivo

    Guilherme Ventura, Jakub Sędziński

    Frontiers in Cell and Developmental Biology, 2022 Publication

  • Emergence of an Apical Epithelial Cell Surface In Vivo

    Jakub Sędziński, Édouard Hannezo, Fan Tu, Maté Biro, John B. Wallingford

    Developmental Cell, 2016 Publication

  • RhoA regulates actin network dynamics during apical surface emergence in multiciliated epithelial cells

    Jakub Sędziński, Édouard Hannezo, Fan Tu, Maté Biro, John B. Wallingford

    Journal of Cell Science, 2017 Publication

Understanding temporal regulation of cell fate acquisition by mechanical forces

Developing skin stretched and compressed (stand-in animation until the movie arrives)

We want to determine when and how externally applied forces (stretch or compression) impact development of mucociliary epithelium.

A mucociliary epithelium is a tissue like the lining of our airways: a carpet of cells that make mucus and cells that sweep it away with cilia. As it develops, it is stretched and squeezed by the growing body around it.

We ask whether such forces change what young cells become, and whether timing matters: the same push or pull may do nothing at one stage of development and redirect cells at another. To find out, we stretch or compress the developing tissue at chosen moments and follow which cells it produces.

Integrating scRNAseq data with morphological parameters to generate a multimodal model of cell fate acquisition

Cells of the developing epithelium, tracked over time (stand-in animation until the movie arrives)

We use computational methods to integrate morphological data describing cell shape changes and cell movement dynamics with scRNAseq data across the development of mucociliary epithelium.

Each new cell in a developing airway lining becomes one of a few types, such as cells that grow cilia and cells that make mucus. Two kinds of data describe how. Movies show how every cell changes shape and moves. Single-cell RNA sequencing (scRNAseq) reads which genes each cell is using.

We combine the two into one model of how cells choose their fate. Our movies already show that the way a cell changes shape predicts which type it will become, and our sequencing of frog skin shows that the cell types emerge gradually from shared early cells, not down a fixed family tree.

Papers from this project

  • Single-cell morphodynamics predict cell fate decisions during mucociliary epithelial differentiation

    Varun Kapoor, Zhongjie Xu, Ozgur Beker, Bianca Dumitrascu, Jakub Sędziński

    Molecular Systems Biology, 2026 Publication

  • A single-cell, time-resolved profiling of Xenopus mucociliary epithelium reveals nonhierarchical model of development

    Julie Lee, Andreas Fønss Møller, Shinhyeok Chae, Alexandra Bussek, Tae Joo Park, Youni Kim, Hyun-Shik Lee, Tune H. Pers, Taejoon Kwon, Jakub Sędziński, Kedar Nath Natarajan

    Science Advances, 2023 Publication

Establishing new models of human respiratory pathologies using 3D organoids

A human airway organoid with beating cilia (stand-in animation until the movie arrives)

We use human-derived biopsies of respiratory tissues to engineer 3D organoids for studying respiratory diseases.

Organoids are small three-dimensional tissues grown in the lab. From tiny samples of airway tissue donated by patients, we grow organoids with the same carpet of ciliated and mucus-making cells that lines our lungs.

They let us study respiratory diseases such as asthma in human tissue, and test there what we learn in the frog.

Papers from this project

  • Effects of n-3 Long-Chain Polyunsaturated Fatty Acid and Vitamin D Supplementation on Transcriptional Profiles of Human Lung Organoids

    Mina Ali, Martin Steen Mortensen, Ole Bæk, Nicklas Brustad, Tingting Wang, Liang Chen, Min Gyu Kim, Casper-Emil Tingskov Pedersen, Trevor D. Lawley, Athanasios Pasias, Jakub Sędziński, Jakob Stokholm, Klaus Bønnelykke, Bo Chawes

    Metabolites, 2025 Publication