University of Wisconsin, Department of Biomedical Engineering, Madison, Wisconsin, United States.
Morgridge Institute for Research, Madison, Wisconsin, United States.
J Biomed Opt. 2021 Mar;26(3). doi: 10.1117/1.JBO.26.3.036005.
Accessible 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.
To segment and track individual PCOs with wide-field one-photon redox imaging to extract morphological and metabolic variables of treatment response.
Redox imaging of the endogenous fluorophores, nicotinamide dinucleotide (NADH), nicotinamide dinucleotide phosphate (NADPH), and flavin adenine dinucleotide (FAD), was used to monitor the metabolic state and morphology of PCOs. Redox imaging was performed on a wide-field 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 h. Variables quantified for each PCO captured metabolic and morphological response to drug treatment, including the optical redox ratio (ORR) and organoid area.
The ORR (NAD(P)H/(FAD + NAD(P)H)) was independent of PCO morphology pretreatment. Drugs that induced cell death decreased the ORR and growth rate compared to control. Multivariate analysis of redox and morphology variables identified distinct PCO subpopulations. Single-organoid tracking improved sensitivity to drug treatment compared to pooled organoid analysis.
Wide-field 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.
需要易于使用的工具来快速、无损地对患者来源的类器官(PCO)的治疗反应进行成像,以加速药物发现并为个体患者简化治疗计划。
使用宽场单光子氧化还原成像对 PCO 进行分割和跟踪,以提取治疗反应的形态学和代谢变量。
利用内源性荧光团烟酰胺腺嘌呤二核苷酸(NADH)、烟酰胺腺嘌呤二核苷酸磷酸(NADPH)和黄素腺嘌呤二核苷酸(FAD)的氧化还原成像来监测 PCO 的代谢状态和形态。在宽场单光子荧光显微镜上进行氧化还原成像,以评估两种结直肠 PCO 系对药物的反应。开发了一种自动图像分析框架,用于在 48 小时内跨越多个时间点跟踪 PCO。对每个 PCO 捕获的代谢和形态反应进行量化,包括光氧化还原比(ORR)和类器官面积。
ORR(NAD(P)H/(FAD + NAD(P)H))与 PCO 形态预处理无关。诱导细胞死亡的药物与对照相比,降低了 ORR 和生长速度。氧化还原和形态变量的多元分析确定了不同的 PCO 亚群。与 pooled organoid 分析相比,单细胞跟踪提高了对药物治疗的敏感性。
宽场单光子氧化还原成像可以在单个类器官水平上监测代谢和形态变化,为筛选患者匹配样本中的药物提供了一种易于使用的非破坏性工具。