Molecular modeling of blood-brain barrier nutrient transporters: in silico basis for evaluation of potential drug delivery to the central nervous system

For drugs that act in the brain, the blood-brain barrier (BBB) is a considerable physical barrier which influences the distribution of drugs to the brain. The BBB is essentially impermeable for hydrophilic and/or charged compounds. Nutrient membrane transporters have an important physiological role in the transport of essential substances across the BBB required for normal brain function. We and others have shown that these transporters may have utility as drug delivery vectors, thereby increasing brain distribution of these compounds via these systems. In this review, we evaluate molecular (in silico) models of BBB transport proteins. Few BBB membrane transporters have been crystallized, but their crystal structures have a possibility for use in homology modeling. Other techniques commonly used are 2D quantitative structure-activity relationships (QSAR), as well as 3D-QSAR techniques including comparative molecular field analysis (CoMFA) and comparative similarity index analysis (CoMSIA). Each of these models provides valuable information for ascertaining their potential basis for BBB transport and brain drug delivery.     

Human immunodeficiency virus-1 uses the mannose-6-phosphate receptor to cross the blood-brain barrier

HIV-1 circulates both as free virus and within immune cells, with the level of free virus being predictive of clinical course. Both forms of HIV-1 cross the blood-brain barrier (BBB) and much progress has been made in understanding the mechanisms by which infected immune cells cross the blood-brain barrier BBB. How HIV-1 as free virus crosses the BBB is less clear as brain endothelial cells are CD4 and galactosylceramide negative. Here, we found that HIV-1 can use the mannose-6 phosphate receptor (M6PR) to cross the BBB. Brain perfusion studies showed that HIV-1 crossed the BBB of all brain regions consistent with the uniform distribution of M6PR. Ultrastructural studies showed HIV-1 crossed by a transcytotic pathway consistent with transport by M6PR. An in vitro model of the BBB was used to show that transport of HIV-1 was inhibited by mannose, mannan, and mannose-6 phosphate and that enzymatic removal of high mannose oligosaccharide residues from HIV-1 reduced transport. Wheatgerm agglutinin and protamine sulfate, substances known to greatly increase transcytosis of HIV-1 across the BBB in vivo, were shown to be active in the in vitro model and to act through a mannose-dependent mechanism. Transport was also cAMP and calcium-dependent, the latter suggesting that the cation-dependent member of the M6PR family mediates HIV-1 transport across the BBB. We conclude that M6PR is an important receptor used by HIV-1 to cross the BBB.     

ECVAM's activities on computer modelling and integrated testing

This paper introduces the basic concepts of quantitative structure-activity relationship (QSAR), expert system and integrated testing strategy, and explains how the analogy between QSARs and prediction models leads naturally to criteria for the validation of QSARs. ECVAM's in-house research programme on QSAR modelling and integrated testing is summarised, along with plans for the validation of QSAR models and expert system rulebases at the European Union level.     

Cellular Elements of the Blood-Brain Barrier

The Blood-brain-barrier (BBB) provides both anatomical and physiological protection for the central nervous system (CNS), shielding the brain for toxic substances in the blood, supplying brain tissues with nutrients and filtering harmful compounds from the brain back to the bloodstream. The BBB is composed of four main cellular elements: endothelial cells (ECs), astrocyte end-feet, microglial cells, and perycites. Transport across the BBB is limited by both physical and metabolic barriers (enzymes, and different transport systems). Tight junctions (TJs) present between ECs form an important barrier against diffusion, excluding most blood-borne substances for entering the brain.     

Role of the blood-brain barrier in the evolution of feeding and cognition

The blood-brain barrier (BBB) regulates the blood-to-brain passage of gastrointestinal hormones, thus informing the brain about feeding and nutritional status. Disruption of this communication results in dysregulation of feeding and body weight control. Leptin, which crosses the BBB to inform the CNS about adiposity, provides an example. Impaired leptin transport, especially coupled with central resistance, results in obesity. Various substances/conditions regulate leptin BBB transport. For example, triglycerides inhibit leptin transport. This may represent an evolutionary adaptation in that hypertriglyceridemia occurs during starvation. Inhibition of leptin, an anorectic, during starvation could have survival advantages. The large number of other substances that influence feeding is explained by the complexity of feeding. This complexity includes cognitive aspects; animals in the wild are faced with cost/benefit analyses to feed in the safest, most economical way. This cognitive aspect partially explains why so many feeding substances affect neurogenesis, neuroprotection, and cognition. The relation between triglycerides and cognition may be partially mediated through triglyceride's ability to regulate the BBB transport of cognitively active gastrointestinal hormones such as leptin, insulin, and ghrelin.     

Impaired transport of leptin across the blood-brain barrier in obesity

Leptin is a 17-kDa protein secreted by fat cells that regulates body adiposity by crossing the blood-brain barrier (BBB) to affect feeding and thermogenesis. Obese human and rodent models of dietary obesity have shown decreased sensitivity to blood-borne leptin, postulated to be due to impaired transport of leptin across the BBB. We show here that the transport rate of leptin across the BBB is reduced about 2/3 in 12-month-old obese CD-1 mice. In a follow-up study, a perfusion method was used that replaced the blood with a buffer containing low concentrations of radioactive leptin. Obese mice still had lower rates of transport into the brain than lean mice, which shows that the reduction in transport rate associated with obesity is not due simply to saturation of transporter secondary to higher serum leptin levels as has been thought, but to a decreased capacity of the BBB to transport leptin. This suggests a new model for obesity in which a defect in the BBB transport of leptin into the CNS underlies the insensitivity to leptin and leads to obesity.     

Regional differences in PACAP transport across the blood-brain barrier in mice: a possible influence of strain,amyloid beta protein,and age

The blood–brain barrier (BBB) controls the exchange of peptides and regulatory proteins between the central nervous system (CNS) and the blood. Transport across the BBB of such regulatory substances is altered in animal models of Alzheimer’s disease. These alterations could lead to cognitive impairments or diminish their therapeutic potential. Here, we measured the transport rate of radioactively labeled pituitary adenylate cyclase-activating polypeptide (PACAP) from blood into whole brain and into 11 brain regions in three groups of mice: young (2 months old) ICR, young (2 months old) SAMP8, and aged (12 months old) SAMP8 mice. The SAMP8 is a strain which develops impaired learning and memory with aging that correlates with an age-related increase in brain levels of amyloid β protein (AβP). PACAP is a powerful neurotrophin that may have a therapeutic role in neurodegenerative diseases. We found that I-PACAP crossed the BBB fastest at the hypothalamus and the hippocampus in all three groups. Slower transport rates into the whole brain, the olfactory bulb, the hypothalamus, and the hippocampus for aged SAMP8 mice was likely related to differences both from strain and expression of AβP with aging.     

Insight into molecular mechanism underlying the transesterification catalysed by penicillin G amidase (PGA) using a combination protocol of experimental assay and theoretical analysis

Penicillin G amidase (PGA) is one of the most recognised biocatalysts because of its critical application in the antibiotic industry. Herein, the additive effects involved in transesterification catalysed by PGA are explored in detail using a combination of experimental analysis and theoretical modelling. The transesterification ability of PGA is experimentally determined with 17 N-containing compounds as additives, and, on this basis, a series of quantitative structure–activity relationship (QSAR) models are developed from various physicochemical parameters characterising structural variation over the additives. The resulting models exhibit both good stability and predictive power, from which five most important properties that highlight structural basis and reaction mechanism underlying the transesterification are extracted, revealing that the topological property and electrostatic profile of additives exert a significant effect on reaction yield; the charge distribution around additive molecules is the most significant factor controlling reaction yield, and then the topological structure. Furthermore, it is inferred that the additive imidazole might constitute the catalytic triad of Ser, Glu or Asp involved in PGA active site, which appears similar to lipase, rendering PGA with the catalytic ability of transesterfication. The study highlights the potential application of QSAR methodology in the field of enzymatic regulator design.     

Effects of triglycerides, obesity, and starvation on ghrelin transport across the blood-brain barrier

Human ghrelin is transported across the blood-brain barrier (BBB) of normal mice. Here, we studied the effects of triglycerides, obesity, and starvation in retired breeder mice maintained on a high fat diet, mice age-matched to the retired breeders but maintained on normal chow, and 8-week-old mice maintained on breeder chow. The rate of ghrelin transport across the BBB was studied by both the intravenous administration method of multiple-time regression analysis and by the brain perfusion method. We found that (1) obese, aged mice lost the ability to transport intravenously administered ghrelin across the BBB, resulting in an inverse relation between body weight and ghrelin BBB permeability; (2) serum triglycerides promoted transport of intravenously administered ghrelin across the BBB, whereas epinephrine had no effect; (3) fasting tended to promote ghrelin transport across the BBB as most readily shown in brain perfusion studies; (4) evidence suggested that a serum factor promoted ghrelin transport in 8-week-old mice. Overall, these results show that serum factors and physiological states influence the rate at which ghrelin is transported across the blood-brain barrier.     

Characterization and use of human brain microvascular endothelial cells to examine β-amyloid exchange in the blood-brain barrier

Alzheimer’s disease (AD) is characterized by excessive cerebrovascular deposition of the β-amyloid peptide (Aβ). The investigation of Aβ transport across the blood-brain barrier (BBB) has been hindered by inherent limitations in the cellular systems currently used to model the BBB, such as insufficient barrier properties and poor reproducibility. In addition, many of the existing models are not of human or brain origin and are often arduous to establish and maintain. Thus, we characterized an in vitro model of the BBB employing human brain microvascular endothelial cells (HBMEC) and evaluated its utility to investigate Aβ exchange at the blood-brain interface. Our HBMEC model offers an ease of culture compared with primary isolated or coculture BBB models and is more representative of the human brain endothelium than many of the cell lines currently used to study the BBB. In our studies, the HBMEC model exhibited barrier properties comparable to existing BBB models as evidenced by the restricted permeability of a known paracellular marker. In addition, using a simple and rapid fluormetric assay, we showed that antagonism of key Aβ transport proteins significantly altered the bi-directional transcytosis of fluorescein-Aβ (1–42) across the HBMEC model. Moreover, the magnitude of these effects was consistent with reports in the literature using the same ligands in existing in vitro models of the BBB. These studies establish the HBMEC as a representative in vitro model of the BBB and offer a rapid fluorometric method of assessing Aβ exchange between the periphery and the brain.     

Quantitative structure-activity relationships (QSARs) for inhibitors and substrates of CYP2B enzymes: importance of compound lipophilicity in explanation of potency differences

The results of quantitative structure-activity relationship (QSAR) studies on inhibitors and substrates of cytochrome P450 2B (CYP2B) subfamily enzymes are reported. It was found that lipophilicity (in the form of log P) is the most important property for explaining the variations in inhibitory activity, and there are similarities between QSARs for both substrates and inhibitors for CYP2B6 (human), and also between those of other CYP2B enzymes, such as CYP2B1 (rat) and CYP2B4 (rabbit). Both linear and quadratic lipophilicity relationships are evidenced in human and other mammalian species, and the particular type of expression found is probably due to the nature of the compounds under investigation, as it is usually the homologous series which tend to show quadratic relationships in log P. The findings from QSAR studies can be rationalized by molecular modelling of the active site interactions with both P450 crystal structures and homology models of CYP2B subfamily enzymes.     

Integration of QSAR modelling and QM/MM analysis to investigate functional food peptides with antihypertensive activity

Antihypertensive peptides derived from dietary proteins have long been recognised as an important source of developing functional foods with blood pressure-lowering effect. However, most of such peptides exhibit diverse tastes, such as sweet, bitter, sour and salty, which is a non-negligible aspect considered in the food development process. In the present study, several predictive quantitative structure–activity relationship (QSAR) models that correlate peptide's structural features with their multi-bioactivities and bitter taste are established at both sequence and structure levels, and the models are then used to conduct extrapolation on thousands of randomly generated, structurally diverse peptides with chain lengths ranging from two to six amino acid residues. Based on the statistical results gained from QSAR modelling, the relationship between the antihypertensive activity and bitter taste of peptides at different sequence lengths is investigated in detail. Moreover, the structural basis, energetic property and biological implication underlying peptide interactions with angiotensin-converting enzyme (ACE), a key target of antihypertensive therapy, are analysed at a complex three-dimensional structure level by using a high-level hybrid quantum mechanics/molecular mechanics scheme. It is found that (a) bitter taste is highly dependent on peptide length, whereas ACE inhibitory potency has only a modest correlation with the length, (b) dipeptides and tripeptides perform a moderate relationship between their ACE inhibition and bitterness, but the relationship could not be observed for those peptides of more than three amino acid residues and (c) the increase in sequence length does not cause peptides to exhibit substantial enhancement of antihypertensive activity; this is particularly significant for longer peptides such as pentapeptides and hexapeptides.     

Impaired transport of leptin across the blood-brain barrier in obesity is acquired and reversible

Leptin resistance is a major cause of obesity in humans. A major component of this resistance is likely an impaired transport of leptin across the blood-brain barrier (BBB). The fattest subgroup of otherwise normal 12-mo-old CD-1 mice have severely impaired transport of leptin across the BBB. However, it is unknown whether these mice are born with a BBB impairment or acquire it with aging and obesity. Here, we found within an otherwise normal population of CD-1 mice that the 10% fattest mice gained weight throughout a 12-mo-life span, whereas the 10% thinnest mice gained little weight after 3 mo of age. The fattest mice acquired a progressive impairment in their ability to transport leptin across the BBB, whereas the thinnest mice had a rate of transport that did not change with age. Fasting fat mice for 24 h or treating them with leptin resulted in modest weight reduction and development of transport rates for leptin across the BBB similar to those of thin mice. These results show that, in obese CD-1 mice, the impaired transport of leptin across the BBB develops in tandem with obesity and is reversible with even modest weight reduction.     

Obesity-inducing lesions of the central nervous system alter leptin uptake by the blood-brain barrier.

Leptin regulates body adiposity by decreasing feeding and increasing thermogenesis. Obese humans and some obese rodents are resistant to peripherally administered leptin, suggesting a defect in the transport of leptin across the blood-brain barrier (BBB). Defective transport of exogenous leptin occurs in some models of obesity, but in other models transport is normal. This shows that factors other than obesity are associated with impairment of leptin transport across the BBB. In order to further investigate these factors, we determined leptin transport in rats made obese by lesioning of the ventromedial hypothalamus (VMH), paraventricular nucleus (PVN), or posterodorsal amygdala (PDA). These regions all contain leptin receptors and lesions there induce obesity and hyperleptinemia and alter the levels of many feeding hormones which might participate in leptin transporter regulation. We measured the uptake of radioactively labeled leptin by the BBB by multiple-time regression analysis which divides uptake into a reversible phase (Vi, e.g., receptor/transporter binding to the brain endothelial cell) and an irreversible phase (Ki, complete transport across the BBB). Leptin uptake was not affected in rats with VMH lesions. No significant change occurred in the entry rate (Ki) for any group, although Ki declined by over 35% in rats with PVN lesions. Decreased uptake was observed in rats with PVN lesions and with PDA lesions. This was primarily due to a reduced Vi (about 21% for the PDA). This decreased uptake is most likely explained by decreased binding of leptin to the brain endothelial cell, which could be because of decreased binding by either receptors or transporters. This suggests that some of the feeding hormones controlled by the PVN and PDA may participate in regulating leptin uptake by the BBB.     

The blood-brain barrier: connecting the gut and the brain

The BBB prevents the unrestricted exchange of substances between the central nervous system (CNS) and the blood. The blood-brain barrier (BBB) also conveys information between the CNS and the gastrointestinal (GI) tract through several mechanisms. Here, we review three of those mechanisms. First, the BBB selectively transports some peptides and regulatory proteins in the blood-to-brain or the brain-to-blood direction. The ability of GI hormones to affect functions of the BBB, as illustrated by the ability of insulin to alter the BBB transport of amino acids and drugs, represents a second mechanism. A third mechanism is the ability of GI hormones to affect the secretion by the BBB of substances that themselves affect feeding and appetite, such as nitric oxide and cytokines. By these and other mechanisms, the BBB regulates communications between the CNS and GI tract.     

In vitro demonstration of a saturable transport system for leptin across the blood-brain barrier.

A saturable blood-to-brain transport system for leptin across the blood-brain barrier (BBB) has been observed in vivo. Since the main component of the non-fenestrated microvessels of the BBB is the endothelial cell, we established an in vitro culture system of these cerebrovascular cells to study leptin transport and to determine whether the self-inhibition of leptin transport characteristic of a saturable system occurs at this level. The results show that 125I-leptin crossed from the luminal to abluminal side of a monolayer of cerebral microvessel cells significantly faster than the albumin and lactalbumin controls. This transport of 125I-leptin across an in vitro BBB was significantly faster than in the opposite direction and was dose-relatedly inhibited by the addition of unlabeled leptin. Thus, the results establish that the saturable transport system for leptin across the BBB occurs at the level of the endothelial cells of the BBB.     

Improvement in radiographic contrast media through the development of colloidal or particulate media: an analysis.

In the field of active and passive transport of substances across epithelial membranes little progress has been made, mostly for technical reasons, towards a comprehensive view of a wealth of isolated laboratory data. The present study is an attempt to advance the use of the method of computer simulation, with application of the “Continuous System Modelling Program” into the field of membrane transport. High speed of operation and great versatility make this procedure uniquely suitable to transport studies on multicompartment biological systems, such as epithelia. Basic prerequisites are, a detailed knowledge of the morphological parameters of the system, and an abundance of often isolated laboratory data against which the function of a model membrane can be checked. The simulation process becomes then a study of finding the constraints on all rate constants involved (a few of which may be known) which lead to results compatible with experimental facts. Whereas computer modelling is no substitute for experimental studies, it is one way of arriving at a comprehensive view of the complex flow patterns in such complex structures as epithelia. The computer simulation technique can lead to new, testable predictions, and it gives the laboratory investigator a critical perspective of potential pitfalls in experimental techniques used in studies on fluxes in structures as small as those encountered in epithelia. The usefulness of computer simulation in the field of membrane transport is exemplified by applying it to the problem of the initial rate of uptake of Na⁺ by frog skin epidermis. It is shown, here, that the computer data are in excellent agreement with experimental data on epidermis. Beyond this, the computer data permit calculations on kinetic parameters, e.g. Na⁺ pool sizes and rates of Na⁺ fluxes between compartments, which, for the present at least, cannot be directly measured.