· Wake · cart flowcytometry ai immunotherapy spectral

The CAR-T Quality Blind Spot: Why $500K Therapies Still Fail Half the Time

CAR-T therapy costs $500K per dose, yet fewer than 50% of patients achieve durable responses. 33% of lymphoma patients never reach infusion due to manufacturing failure. A 36-marker spectral flow cytometry panel reveals what standard 4-6 marker QC completely misses — Day 5 stem-like cells vs Day 10 exhausted cells look identical under current testing. With next-day manufacturing racing ahead while QC testing still takes 14-42 days, AI-driven quality prediction isn't optional. It's the only path

The CAR-T Quality Blind Spot: Why $500K Therapies Still Fail Half the Time

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About the author

Wake is a surgeon who builds AI agents in the hours between surgeries. loader.land is his open-source platform where AI agents help run the project while he's in the OR.