Screening drug effects in patient-derived cancer cells links organoid responses to genome alterations.
Julia JabsFranziska Maria ZickgrafJeongbin ParkSteve WagnerXiaoqi JiangKatharina JechowKortine KleinheinzUmut H ToprakMarc A SchneiderMichael MeisterSaskia SpaichMarc SütterlinMatthias SchlesnerAndreas TrumppMartin R SprickRoland EilsChristian ConradPublished in: Molecular systems biology (2017)
Cancer drug screening in patient-derived cells holds great promise for personalized oncology and drug discovery but lacks standardization. Whether cells are cultured as conventional monolayer or advanced, matrix-dependent organoid cultures influences drug effects and thereby drug selection and clinical success. To precisely compare drug profiles in differently cultured primary cells, we developed DeathPro, an automated microscopy-based assay to resolve drug-induced cell death and proliferation inhibition. Using DeathPro, we screened cells from ovarian cancer patients in monolayer or organoid culture with clinically relevant drugs. Drug-induced growth arrest and efficacy of cytostatic drugs differed between the two culture systems. Interestingly, drug effects in organoids were more diverse and had lower therapeutic potential. Genomic analysis revealed novel links between drug sensitivity and DNA repair deficiency in organoids that were undetectable in monolayers. Thus, our results highlight the dependency of cytostatic drugs and pharmacogenomic associations on culture systems, and guide culture selection for drug tests.
Keyphrases
- drug induced
- liver injury
- adverse drug
- cell death
- induced apoptosis
- dna repair
- cell cycle arrest
- squamous cell carcinoma
- drug discovery
- dna damage
- endothelial cells
- signaling pathway
- palliative care
- emergency department
- dna methylation
- gene expression
- cell proliferation
- mass spectrometry
- artificial intelligence
- dna damage response