bioRxivBioengineering
Patient-derived cancer organoid tracking with widefield one-photon redox imaging to assess treatment response
Abstract
MotivationAccessible tools are needed for rapid, non-destructive imaging of patient-derived cancer organoid (PCO) treatment response to accelerate drug discovery and streamline treatment planning for individual patients. AimSegment and track individual PCOs with widefield one-photon redox imaging to extract morphological and metabolic variables of treatment response. ApproachRedox imaging of the endogenous fluorophores, NAD(P)H and FAD, was used to monitor the metabolic state and morphology of PCOs. Redox imaging was performed on a widefield one-photon epifluorescence microscope to evaluate drug response in two colorectal PCO lines. An automated image analysis framework was developed to track PCOs across multiple time points over 48 hours. Variables quantified for each PCO captured metabolic and morphological response to drug treatment, including the optical redox ratio and organoid area. ResultsThe optical redox ratio (NAD(P)H/(FAD+NAD(P)H)) was independent of PCO morphology pre-tieatment. Drugs that induced cell death decreased the optical redox ratio and growth rate compared to control. Multivariate analysis of redox and morphology variables identified distinct PCO sub-populations. Single-organoid tracking improved sensitivity to drug treatment compared to pooled organoid analysis. ConclusionWidefield one-photon redox imaging can monitor metabolic and morphological changes on a single organoid-level, providing an accessible, non-destructive tool to screen drugs in patient-matched samples.
- organism: human
- assay: imaging
- research focus: drug response / drug discovery
- approach: microscopy & imaging analysis
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Wide-field optical redox imaging with leading-edge detection for assessment of patient-derived cancer organoids
Amani A. Gillette, Shirsa Udgata, … Melissa C. Skala·Cancer ResearchPeer-reviewed·Sep 8, 2025
- An automated image analysis pipeline for wide-field optical redox imaging of patient-derived cancer organoids
Angela Hsu, Kayvan Samimi, … Melissa C. Skala·Scientific ReportsPeer-reviewed·Feb 18, 2026
- Multiplexed live-cell imaging for drug responses in patient-derived organoid models of cancer
K. E. Colling, E. L. Symons, … K. W. Thiel·bioRxiv·Nov 15, 2023
- High-resolution positron emission microscopy of patient-derived tumor organoids
S. Khan, J. H. Shin, … G. Pratx·bioRxiv·Jul 28, 2020
- Optical Metabolic Imaging of Heterogeneous Drug Response in Pancreatic Cancer Patient Organoids
J. T. Sharick, C. M. Walsh, … M. C. Skala·bioRxiv·Feb 6, 2019
- OrganoID: a versatile deep learning platform for tracking and analysis of single-organoid dynamics
J. M. Matthews, B. Schuster, … S. Tay·bioRxiv·Jan 13, 2022