Imaging · dataset · 2026
Stimulatrix: An open-source automated platform for high-throughput functional characterization of engineered contractile tissues
Listed in ETH Zürich Research Collection
Functional assessment of microengineered cardiac and skeletal muscle tissues anchored to flexible posts is widely implemented in preclinical disease modeling and pharmacology.
Description
However, existing procedures for tissue stimulation, image acquisition, and analytical processing remain largely manual, tedious, and low-throughput. Here, we demonstrate that integrating mechanized gantry-based video acquisition, synchronized electrical stimulation, and deep learning into an open-source platform that enables facile, autonomous tracking of tissue compaction and contractile kinetics within multi-well plates.
When required, the software-platform can offloads computational workloads to the cloud, obviating local GPU hardware barriers. We evaluated maturation and force generation in engineered tissues based on human induced pluripotent stem cell (hiPSC) cardiomyocytes and cardiac fibroblasts, or primary human skeletal muscle myoblasts. Furthermore, longitudinal automated tracking facilitated robust evaluation of electrical pacing regimens and safety pharmacology screening for off-the-shelf small-molecule therapeutics.
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Dubbed Stimulatrix, the platform delivers a scalable, reproducible, and computationally accessible bridge between in vitro tissue models and preclinical evaluation, expediting the translation of novel therapeutics.
Links
Where it is published
- ETH Zürich Research Collection record hdl.handle.net/20.500.11850/806376 ↗
landing page · from research collection ethz ch
- DOI doi.org/10.3929/ethz-c-000806376 ↗
DOI / persistent id · from research collection ethz ch
Catalogue records · 1
- OAI-PMH record research-collection.ethz.ch/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Awww.… ↗
metadata API · from research collection ethz ch
Topics
- From keywords
- Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Physics · Psychology & Behavioral Science · Social Science
- Inferred from text
- Biomedical engineering 74% · Disease 75% · Heart 65% · Image 75% · Longitudinal study 65% · Video 75%
Provenance · 1 source records, 24 field assertions
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|---|---|---|---|
| ETH Zürich Research Collection | oai:www.research-collection.ethz.ch:20.500.11850/806376 | 12 d ago | JSON v1 |
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