Journal of Visualized Experiments · 2015 · 29 citations · 12 references
MedicineCell BiologyOncologyCellular PharmacologyMedical OncologyTumor MicroenvironmentBone Marrow MicroenvironmentCell CharacterizationCellular ImagingImage QuantificationMultiple MyelomaQuantitative Cell BiologyBright-field MicroscopyDigital Image AnalysisDrug Response MonitoringIntra-tumor HeterogeneityModeling Tumor MicroenvironmentMultiple Myeloma TherapyMultiple Myeloma TreatmentTumor Microenvironment Modeling
In this work we describe a novel approach that combines ex vivo drug sensitivity assays and digital image analysis to estimate chemosensitivity and heterogeneity of patient-derived multiple myeloma (MM) cells. This approach consists in seeding primary MM cells freshly extracted from bone marrow aspirates into microfluidic chambers implemented in multi-well plates, each consisting of a reconstruction of the bone marrow microenvironment, including extracellular matrix (collagen or basement membrane matrix) and stroma (patient-derived mesenchymal stem cells) or human-derived endothelial cells (HUVECs). The chambers are drugged with different agents and concentrations, and are imaged sequentially for 96 hr through bright field microscopy, in a motorized microscope equipped with a digital camera. Digital image analysis software detects live and dead cells from presence or absence of membrane motion, and generates curves of change in viability as a function of drug concentration and exposure time. We use a computational model to determine the parameters of chemosensitivity of the tumor population to each drug, as well as the number of sub-populations present as a measure of tumor heterogeneity. These patient-tailored models can then be used to simulate therapeutic regimens and estimate clinical response.
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Mehdi Najar, Rédouane Rouas, Gordana Raicevic et al. · Cytotherapy · 2009 · 185 citations
Brian G.M. Durie, Joth Jacobson, Bart Barlogie et al. · Journal of Clinical Oncology · 2004 · 132 citations · Full text
Medicine, Oncology, Chemotherapy +16