Lead Biologist @OWLO | Preclinical R&D | Organoid & 3D Model Expert | Bridging Organoids & IVF Technologies | Life Sciences Consultant | Co-Founder editor & Bioventure Ninja @Bench2Ventures
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5 protocols. All generate “cardiac-like aggregates”. All express a Cardiac cell marker (cTnT). ![]()
But look at them. ![]()
Same stem cell line. Same differentiation goal. Same final markers.
Five completely different morphologies. Five completely different trajectories. Five completely different Pokémon. ![]()
Protocol 1 → Compact. Dense. Gengar energy.
Protocol 2 → Shapeshifting blob. Pure Ditto.
Protocol 3 → Round then chaotic. Classic Gastly.
Protocol 4 → Aggressive expansion. Haunter vibes.
Protocol 5 → Dense. Dark. Shapeless. Muk energy.
All cardiac marker positive at day 10. ![]()
All “cardiac-like aggregates” by the paper definition. ![]()
But are they the same model?
Same markers ≠ same biology.
Same markers ≠ same drug response.
Same markers ≠ reproducible science.
This is why “organoids” tells you almost nothing without knowing which protocol, which morphology, which functional readout.
The field has 20+ published protocols. They all work. They all give you cTnT+ cells. But they don’t give you the same organoid. ![]()
Koala reviewed all 5 protocols. He has a favorite. He won’t tell you which one.
Which protocol would YOU trust for drug screening? ![]()
#Organoids #StemCells #Reproducibility #DrugDiscovery #NAMs #Preclinical
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Anichavezhi Devendran 2ndAnichavezhi Devendran • 2nd
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Spot On! and yes, this is why I love open-science discussions.

