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Next-generation in vitro blood–brain barrier models: benchmarking and improving model accuracy

Raleigh M. Linville, Peter C. Searson

2021Fluids and Barriers of the CNS41 citationsDOIOpen Access PDF

Abstract

With the limitations associated with post-mortem tissue and animal models, In vitro BBB models enable precise control of independent variables and microenvironmental cues, and hence play an important role in studying the BBB. Advances in stem cell technology and tissue engineering provide the tools to create next-generation in vitro BBB models with spatial organization of different cell types in 3D microenvironments that more closely match the human brain. These models will be capable of assessing the physiological and pathological responses to different perturbations relevant to health and disease. Here, we review the factors that determine the accuracy of in vitro BBB models, and describe how these factors will guide the development of next-generation models. Improving the accuracy of cell sources and microenvironmental cues will enable in vitro BBB models with improved accuracy and specificity to study processes and phenomena associated with zonation, brain region, age, sex, ethnicity, and disease state.

Topics & Concepts

NeuroscienceComputer scienceBlood–brain barrierBenchmarkingIn vitroComputational modelBiologyMedicineComputational biologyArtificial intelligenceCentral nervous systemMarketingBusinessBiochemistryBarrier Structure and Function StudiesGlioma Diagnosis and TreatmentNeurogenesis and neuroplasticity mechanisms