In vivo methods |
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Intravenous injection/brain sampling |
Influx; Influx/efflux |
Most physiological approach; highest sensitivity; low technical difficulty |
May require good analytical tools to exclude metabolite uptake and careful pharmacokinetic analysis to discriminate unidirectional uptake versus bidirectional transfer |
Brain uptake index |
Influx |
Fast procedure; moderate technical difficulty; permits wide range of modifications of injectate composition; artifacts by metabolism largely excluded |
Relatively insensitive (compared with intravenous injection and brain perfusion) |
Brain perfusion |
Influx |
Higher sensitivity compared with BUI; permits modification of both perfusate composition and flow rates; artifacts by peripheral metabolism excluded |
Technically more difficult than intravenous experiments and BUI |
Quantitative autoradiography |
Influx |
Excellent spatial resolution |
Time-consuming evaluation; no proof of integrity of tracer |
External registration: MRI, SPECT, PET |
Influx/efflux |
Noninvasive and applicable in humans; allows time course measurements in individual subjects |
Expensive equipment (MRI, PET) and tracers (PET); limited sensitivity (MRI) and availability of labeled tracers (MRI, PET); poor spatial resolution for small animals (SPECT) |
Microdialysis |
Influx/efflux |
Allows time course measurements in individual subjects; samples well suited for subsequent analytical procedures |
Technically involved; in vivo probe calibration required for valid quantitative evaluation;local damage to BBB integrity |
CSF sampling |
Influx/efflux |
Readily accessible for sampling; applicable to humans |
Reflects permeability of B-CSF-B and CSF fluid dynamics rather than BBB |
In vitro methods |
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Fresh isolated brain microvessels |
Binding, uptake, efflux |
Representing the in vivo expression of transporters and efflux systems at the BBB |
Transcellular passage cannot be measured |
EC membrane vesicles |
Carrier-mediated transport |
Allows distinction of luminal versus abluminal transport activity |
Large amounts of source material required, laborious preparation |
Endothelial cell culture |
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Primary cultures, cell lines |
Receptor binding; uptake; luminal to abluminal transfer (and opposite direction) |
Permeability screening experiments (feasible with primary EC from bovine/porcine sources); effect of culture conditions on BBB transport properties may be studied (e.g., astroglial factors, serum effects, inflammatory stimuli, hypoxia/aglycemia) |
No system yet able to represent in vivo condition with respect to barrier tightness and BBB specific transporter expression; multitude of models makes comparison of results between studies difficult |
In silico models |
CNS active (+/−); Log BB; Log PS |
Screening of large compound libraries (depending on model selection and computational resources); screening of virtual libraries |
Many current models based on data, which may not represent BBB permeability as such (log BB; CNS activity); still very limited data bases for BBB transport (log PS models) |
Rules of thumb |
Classification models |
QSAR |