From genes to germ layers: virtual twins of gastruloids

Human gastrulation remains a black box due to ethical and technical reasons. Human pluripotent stem cell-based 2D micropatterns and 3D organoids (gastruloids) recapitulate aspects of human gastrulation. Understanding the integrated multiscale biology of gastrulation, however, remains elusive. We explain the barriers to recapitulating the multiscale biology of gastrulation in silico, how agent-driven multi-paradigm approach can overcome these challenges, provide relevant examples, and share best practices on developing the virtual twins.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-04-28
DOI
https://doi.org/10.1038/s41540-026-00709-z
Primary Topic
3D Printing in Biomedical Research
Type
article
Field-Weighted Citation Impact
0.00

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article

From genes to germ layers: virtual twins of gastruloids

Shaun M. Cowley, Himanshu Kaul, Leona M. Irwin
npj Systems Biology and Applications
3D Printing in Biomedical Research
article

From genes to germ layers: virtual twins of gastruloids

Shaun M. Cowley, Himanshu Kaul, Leona M. Irwin
article en

Abstract

Human gastrulation remains a black box due to ethical and technical reasons. Human pluripotent stem cell-based 2D micropatterns and 3D organoids (gastruloids) recapitulate aspects of human gastrulation. Understanding the integrated multiscale biology of gastrulation, however, remains elusive. We explain the barriers to recapitulating the multiscale biology of gastrulation in silico, how agent-driven multi-paradigm approach can overcome these challenges, provide relevant examples, and share best practices on developing the virtual twins.

npj Systems Biology and Applications
University of Leicester (GB)
UK Research and Innovation, Royal Academy of Engineering, University of Leicester
Partnerships for the goals
Openalex Percentile: Top 12%
3D Printing in Biomedical Research
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From genes to germ layers: virtual twins of gastruloids — Shaun M. Cowley, Himanshu Kaul, et al. · npj Systems Biology and Applications (2026) | TGRS Research Map | TGRS