The iP-gp cell model is an improved tool for predicting the in vivo relevance of P-gp mediated efflux at the blood-brain barrier
Notice bibliographique
Résumé
The efflux transporter P-glycoprotein (P-gp, MDR1, ABCB1) is expressed in a number of barrier tissues in the human body, including the luminal membrane of the brain capillary endothelial cells that make up the blood-brain barrier (BBB). P-gp can actively transport a wide range of structurally diverse drug compounds against their concentration gradient, and has a significant impact in limiting brain penetration of a broad range of substrates. P-gp is therefore considered as one of the major obstacles to drug delivery into the central nervous system (CNS). The interaction between P-gp and new drug candidates is investigated in vitro during early states of drug development. It is however uncertain how well the in vitro studies actually predict the in vivo relevant P-gp mediated efflux at the BBB. Recently, we described the development of a MDR1 transfected porcine epithelial cell line (iP-gp), which overexpresses human P-gp, while displaying extremely tight barrier properties comparable to that of a tight BBB, making this cell line a suitable tool for studying human P-gp. The present study aimed at evaluating the applicability of the iP-gp cell line for screening investigational drugs for their susceptibility to P-gp interactions, and how well the cell line could predict the in vivo relevance of P-gp mediated efflux at the BBB in mice. Bidirectional fluxes of 14 drug candidates were measured in iP-gp cells and in MDCK II MDR1 cells, and compared with pharmacokinetic data obtained in male C57BL/6 mice. The iP-gp cells formed markedly tighter cell monolayer (>15 000 Ω∙cm2) than MDCK II MDR1 cells (>250 Ω∙cm2). The Papp in the apical to basolateral (A-B) direction were generally lower in the iP-gp monolayers than in the MDCK II MDR1, indicating a more restrictive paracellular pathway between the iP-gp cells. Both cell models were highly capable of discriminating between compounds with low and high permeation. This was corroborated by Kp,uu from the in vivo studies, where compounds that displayed the lowest Kp,uu in mice generally exhibited the highest efflux ratios and/or lowest Papp,A-B in the two cell models. Thus, the results in the cell models were in good agreement with the in vivo results. 12 compounds displayed a low BBB penetration ability in mice as judged by Kp,uu less than 1, indicating a possible involvement of an efflux transporter or low passive permeability across the BBB. Experimental data from the iP-gp cell model indicated that seven compounds were P-gp substrates, whereas analysis of data from the MDCK II MDR1 cell indicated four compounds were substrates. This suggest the iP-gp cell model may be a more sensitive tool for screening of drug candidates for interaction with human P-gp. Thus, the iP-gp cell line may serve as a useful screening tool in drug development studies.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,001 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».