Why now?

In an era of unprecedented amount of data, we envision a paradigm shift in research through the integration of experiments with computational modeling. This will enable us to move beyond traditional reductionist approaches by developing unified frameworks for comprehending, predicting, and ultimately programming cellular behaviors.

​With our commitment to open science, we will provide the scientific community with cutting-edge tools, data, and platforms that significantly amplify our efforts to investigate, model, and uncover the principles of 3D cellular morphogenesis. This integrated approach will pave the way for groundbreaking discoveries and applications across various fields of biology and medicine. 

Transformative impact

With the CellScapes initiative, we are laying the groundwork for the next generation of cell biology research. Our work will empower researchers to ask new questions, extract meaningful insights, and ultimately rewrite our understanding of how cells shape life, which will further advance the study and treatment of human disease.

​Impact and applications:

• Fundamental research: Expanding our understanding of how cells achieve complex multicellular behaviors
• Developmental biology: Offering fundamental insights into early tissue formation
• Translational research: Developing new strategies for disease modeling, regenerative biology, and synthetic biology applications
• Open science: Democratizing access to tools and data through platforms like OME-Zarr and BioFile Finder

We will move from simply describing cell behaviors to actually understanding and programming them. The initiative will help answer key biological questions such as:

• What are the fundamental principles that drive multicellular morphogenesis? 
• How do groups of cells coordinate to form functional tissues?
• How do different cellular conditions/perturbations affect cell states and fate?
• How do we program cell behavior in a multicellular system?

Bridging the gap between experimental biology and computation

Through the integration of 2D & 3D stem cell models, quantitative experimental data, computational models, and synthetic biology, we will transform how we investigate cell behaviors.

​The CellScapes initiative will:

• Explore dynamic cell states through the development of experimental and computational models.
• Develop quantitative tools for describing and predicting cell behavior, including cell representations.
• Integrate live-cell imaging, AI, modeling, and theory to capture the dynamic nature of how cells change state.
• Engineer synthetic biological systems to test and refine our understanding of morphogenesis (what drives tissue formation).
• Offer our tools and data openly to support broader engagement in research and education efforts – ensuring everyone can benefit from our findings.

How it's different from other current research projects:

• From static to dynamic: Instead of fixed snapshots, we capture real-time cellular changes over time.​
• From descriptive to explanatory: We build models that anticipate cell behaviors, test predictions, and ultimately explain how and why behaviors occur.
• From observation to programing: We test our understanding by engineering cell state transitions and behaviors.

Updated research programs will be featured on the redesigned website 

Learn more about the cell science accelerator at ​Allen Institute

About us