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Omics · study · 2026

Robotic Generation and Kinetic Screening of Patient-Derived Glioblastoma Organoids Reveal Pharmaceutical Dynamics

Listed in NCBI GEO

Glioblastoma (GBM) presents a significant challenge in oncology due to its high heterogeneity and poor response to conventional therapies.

Description

Current preclinical models are highly variable, creating disparate patient-derived organoids. We developed a Robot-Directed Organoid Deposition (RODEO) system that reproducibly generates complex patient-derived GBM organoids for high-throughput screening.

RODEO-GBM organoids recapitulate the cellular heterogeneity, specific tumor niches, and complex vascularization of GBM. Integrating tissue-embedded microsensors in RODEO-GBM organoids allowed us to screen 126 FDA-approved oncology drugs, on 1,638 patient-derived organoids, generating 105 data points in 96 hrs. Our screen revealed distinct kinetic patterns of drug responses, identifying transient as well as slow-acting compounds often overlooked by conventional methods.

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Slow-acting drugs preferentially targeted stem-like SOX2+ tumor cells, thus preserving peripheral cell populations. Comparative analysis on RODEO-Liver organoids showed that slow-acting drugs exhibit lower liver toxicity supporting a higher therapeutic index. Coupling RODEO with sensor-based kinetic screening provides critical new insights into pharmaceutical dynamics, paving the way for the identification of more effective treatments for GBM and other cancers.

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From keywords
Life Sciences
Inferred from text
Cancer 65%
Provenance · 1 source records, 8 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE27144012 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[disease].local:disease:cancerenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[organism].NCBITaxon:9606source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title