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Article

Using Ex Vivo Porcine Jejunum to Identify Membrane Transporter Substrates: A Screening Tool for Early—Stage Drug Development

by
Yvonne E. Arnold
1,2 and
Yogeshvar N. Kalia
1,2,*
1
School of Pharmaceutical Sciences, University of Geneva, Centre Médical Universitaire, 1 rue Michel Servet, 1211 Geneva, Switzerland
2
Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Centre Médical Universitaire, 1 rue Michel Servet, 1211 Geneva, Switzerland
*
Author to whom correspondence should be addressed.
Biomedicines 2020, 8(9), 340; https://doi.org/10.3390/biomedicines8090340
Submission received: 31 July 2020 / Revised: 7 September 2020 / Accepted: 8 September 2020 / Published: 10 September 2020
(This article belongs to the Section Drug Discovery and Development)

Abstract

:
Robust, predictive ex vivo/in vitro models to study intestinal drug absorption by passive and active transport mechanisms are scarce. Membrane transporters can significantly impact drug uptake and transporter-mediated drug–drug interactions can play a pivotal role in determining the drug safety profile. Here, the presence and activity of seven clinically relevant apical/basolateral drug transporters found in human jejunum were tested using ex vivo porcine intestine in a Ussing chamber system. Experiments using known substrates of peptide transporter 1 (PEPT1), organic anion transporting polypeptide (OATP2B1), organic cation transporter 1 (OCT1), P-glycoprotein (P-gp), breast cancer resistance protein (BCRP), multi drug resistance-associated protein 2 and 3 (MRP2 and MRP3), in the absence and presence of potent inhibitors, showed that there was a statistically significant change in apparent intestinal permeability Papp,pig (cm/s) in the presence of the corresponding inhibitor. For MRP2, a transporter reportedly present at relatively low concentration, although Papp,pig did not significantly change in the presence of the inhibitor, substrate deposition (QDEP) in the intestinal tissue was significantly increased. The activity of the seven transport proteins was successfully demonstrated and the results provided insight into their apical/basolateral localization. In conclusion, the results suggest that studies using the porcine intestine/Ussing chamber system, which could easily be integrated into the drug development process, might enable the early-stage identification of new molecular entities that are substrates of membrane transporters.

Graphical Abstract

1. Introduction

The human intestinal wall is a highly complex anatomical barrier with several challenging physiological functions. It must regulate the absorption of a wide variety of chemical entities with different physicochemical properties, which are vital for our well-being, but at the same time, prevent the entry of potentially harmful or toxic substances. Intestinal permselectivity is obviously extremely important, and a compromised intestinal wall leads to an increased risk of diseases in the intestinal tract and elsewhere in the body [1,2].
Many orally administered drugs are absorbed by passive transport; however, some are substrates of membrane transporters that facilitate uptake across the intestinal wall and entry into the hepatic portal vein, whereas others are eliminated by efflux transporters localized in the enterocytes [3]. Co-administration of drugs can result in transporter-mediated drug–drug interactions (DDI)—concurrent presence of transporter substrates and/or inhibitors can have a major effect on drug uptake and result in a highly variable oral bioavailability [4]. Therefore, identification of drug candidates that are transporter substrates at an early stage of drug development is crucial.
The need for an improved understanding of (i) the impact of membrane transporters on drug bioavailability (and hence efficacy) and (ii) transporter-mediated DDI is clear and numerous efforts have been made and are ongoing [5,6]. Today, more than 400 membrane transporters, divided into two superfamilies’ – the ATP-binding cassette (ABC) and the solute carrier (SLC) transporters-have been detected in the human genome [5]. It is thought that ~30 membrane transport proteins are involved in drug pharmacokinetics [7], and based on clinical evidence, some of them are considered to be clinically relevant [8,9], e.g., breast cancer resistance protein (BCRP) [10], peptide transporter 1 (PEPT-1) [11] organic cation transporter 1 (OCT1) [12] and organic anion transporting polypeptide 2B1 (OATP2B1) [13]. To date, much work has been done to study drug transporters in the liver and the kidney, but fewer studies have been performed on the intestine [14]. The availability of a highly predictive intestinal model would help (i) to promote our current understanding of transport processes mediated by efflux and uptake transporters, (ii) to improve knowledge regarding transporter mediated DDI and (iii) to bridge the gap between in vitro and in vivo studies.
Models capable of reliably predicting drug interactions with transporters are still scarce. Existing approaches include the use of in silico, in vitro, ex vivo, in situ and in vivo models [15]. Taking into consideration the anatomical and physiological complexity of the intestinal wall, the challenges in developing a reliable in vitro model are understandable. In vitro cell-based models, such as Caco-2, MDCK, HT29-MTX or Raji B cells have been used for many years to identify substrates for carrier-mediated drug uptake or efflux [16,17,18,19,20,21]. Such monolayer cell cultures are useful as a first screen, but the lack of a full physiological membrane, missing regional characteristics, e.g., variable distribution patterns of transport proteins in the different segments of the gastrointestinal tract [22], different transporter expression compared to the human intestine [23] and limited robustness in the presence of biorelevant media [24] strongly limit their predictive power. To better approach physiological conditions, ex vivo models using intestine from several animals, mostly rodents, have been tested [25,26,27,28,29]. A few experiments have studied drug permeability using human intestine [30,31,32]. Without doubt, viable human intestine would be the most appropriate tissue to study drug permeation in humans; however, its availability is limited. Porcine intestine is a good surrogate for human intestine, and the similarities between human and porcine intestine are well known [33,34,35]. To date, little work has been done to study intestinal drug permeation using porcine intestine [36,37,38,39,40,41,42,43,44]. We recently demonstrated that apparent permeability coefficients Papp,pig measured using ex vivo porcine intestine in an Ussing chamber set-up showed a good correlation to effective permeability coefficients Peff,human reported in humans in vivo [45]. In addition to comparing passive transport results with those from human intestine, the study also demonstrated that P450 3A4 and P-gp activities were retained, confirming the viability of the tissue. Following those promising results, the aim of the present work was to evaluate the activity in porcine jejunum of a series of drug transporters that have been shown to be of clinical relevance in humans: this was done by quantifying the intestinal transport of known substrates in the absence and presence of specific inhibitors.

2. Materials and Methods

2.1. Chemicals

Digoxin, 95% and (+/−)-verapamil, 99% were obtained from Acros Organics (Morris Plains, NJ, USA); indomethacin, 98% and ranitidine hydrochloride were purchased from Alfa Aesar GmbH and Co KG (Karlsruhe, Germany), whereas losartan was obtained from Cayman Chemical (Ann Arbor, MI, USA). Atropine sodium salt, cefadroxil, fluvastatin natrium and valsartan were purchased from Sigma-Aldrich (St. Louis, MO, USA); rosuvastatin calcium salt was obtained from Santa Cruz Biotechnology Inc. (Dallas, TX, USA). Fexofenadine and sulfasalazine were purchased from Fluorochem Ltd. (Hadfield, UK), and rosiglitazone was obtained from GlaxoSmithKline (Brentford, UK). Agar, calcium chloride dihydrate, glucose hydrate, magnesium chloride hexahydrate, potassium chloride, sodium chloride, sodium phosphate monobasic and sodium hydrogen carbonate were obtained from Hänseler AG (Herisau, Switzerland).

2.2. Porcine Intestine

Fresh jejunum from female, 6 month-old Swiss noble pigs was harvested immediately after slaughter (Abattoir de Meinier; Meinier, Switzerland and Abattoir de Loëx; Bernex, Switzerland). The tissue was rinsed with ice-cold Krebs-bicarbonate ringer (KBR) buffer (120 mM NaCl, 5.5 mM KCl, 2.5 mM CaCl2, 1.2 mM MgCl2, 1.2 mM NaH2PO4, 20 mM NaHCO3 and 11 mM glucose; pH 7.4) [46] and then transported to the laboratory in ice-cold KBR under constant oxygenation with a gas mixture composed of 95% O2/5% CO2 (PanGas AG; Dagmersellen, Switzerland).
The jejunum was processed according to published protocols [28,47]. Briefly, the intestine was opened along the mesenteric border and carefully rinsed with ice-cold KBR. The tunica muscularis was removed, and the remaining tissue was sliced into pieces of approximately 1.5 cm2; tissue containing Peyer’s patches was eliminated.

2.3. Experimental Protocol for Permeation Studies

A six Ussing chamber system was used for the intestinal transport experiments (Physiologic Instruments; San Diego, CA, USA). The Ussing chambers were set up on a heating block connected to a VCC MC6 MultiChannel voltage–current clamp via six input modules, containing integral dummy membranes. A temperature of 38 °C (porcine body temperature) was maintained using a circulating water bath (ED-5, Julabo GmbH, Seelbach, Germany). The Ussing chamber system was set up following the protocol of Neirinckx et al. [28]. Briefly, each chamber contained two pairs of Ag/AgCl-electrodes (one pair for application/detection of currents, the other for detection of voltages) embedded in tips containing a mix of 3% agar in 3 M KCl. In a first step, the acceptor and donor compartments of the Ussing chamber were filled with preheated KBR, and any voltage difference between the electrodes and the electrical resistance due to the buffer solution was eliminated.
During all of the above procedures, both compartments were provided with a mix of 95% O2 and 5% CO2 for two reasons: first, to oxygenate the intestinal tissue and second, to circulate the buffer solution. Following this adjustment, the chambers were emptied and the intestinal tissue, mounted on sliders with an exposed surface area of 1.26 cm2, was inserted into the Ussing chambers, 45 min after having harvested the tissue from the animal. KBR was added to both compartments for an equilibration period of 30 min. In the next step, the buffer in the acceptor compartment was replaced with 7 mL fresh KBR. The experiment was started with the addition of either 7 mL KBR containing the substrate (100 µM, except for digoxin, 50 µM) or the substrate and the transporter specific inhibitor (100 µM, except in the case of P-gp inhibition, 50 µM verapamil) into the donor compartment. The choice of all substrates and inhibitors was based on the University of California, San Francisco—Food and Drug Administration (UCSF-FDA) TransPortal [48]. The substrates tested, their physicochemical properties and the inhibitors used are described in Table 1. Aliquots (400 µL) were withdrawn from the acceptor compartment every 20 min (t = 20, 40, 60, 80, 100 and 120 min—the end of the experiment), and the volume removed was immediately replaced with fresh, preheated buffer. The integrity of the intestinal tissue was monitored throughout the experiment by measurement of the transepithelial resistance (TEER). The minimal TEER of living, intact intestine was determined in previous experiments, and tissues with a TEER < 15 Ω·cm2 were eliminated and not used for the calculation of Papp,pig [44]. At the end of the experiment, samples were taken from the acceptor and the donor compartment. The intestinal tissue was cut into little pieces and extracted for 6 h at room temperature in the mobile phase used for the UHPLC–MS/MS analysis (see Supplementary Information).

2.4. Analytical Methods

All samples were centrifuged for 10 min at 14,000 rpm using an Eppendorf Centrifuge 5804 (Vaudaux-Eppendorf AG, Schönenbuch, Switzerland), before being analyzed using a UHPLC–MS/MS system consisting of a Waters ACQUITY UPLC® core system and a Waters XEVO™ TQ-S micro tandem quadrupole mass spectrometer (Milford, MA, USA). An ACQUITY UPLC®BEH C18 column, 1.7 µm, 25 × 2.1 mm connected to an ACQUITY UPLC®BEH C18 Vanguard™ pre-column, 1.7 µm, 5 × 2.1 mm was used for chromatographic separation. Mass spectrometry was performed in multiple reaction monitoring (MRM) mode. All details of the analytical methods used for each of the molecules tested can be found in the Supplementary Information.

2.5. Data Analysis

2.5.1. Permeability Calculations

The apparent permeability coefficient Papp,pig was calculated using the following equation:
P a p p , p i g = d c d t × V A × C 0   c m s
  • dc/dt: change in the acceptor concentration calculated from the slope of the concentration–time curve between 20 and 80 min
  • V: volume of the buffer in the donor compartment (7 mL)
  • A: exposed surface area (1.26 cm2)
  • C0: initial concentration of the substrate in the donor compartment (100 µM, in case of digoxin: 50 µM)

2.5.2. Calculating Drug Deposition (QDEP) and Drug Permeation (QPERM)

In addition to calculating Papp,pig, the amounts of drug retained in the intestinal membrane (QDEP) and present in the acceptor compartment (QPERM) were also calculated using the following equations [65]:
Q D E P = m i n t   2 h m d o n o r   0 h × 100   %
Q P E R M = m a c c   2 h m d o n o r   0 h × 100   %
  • mint 2h: amount of drug in the intestinal membrane at the end of the experiment (t = 2 h)
  • macc 2h: amount of drug permeated into the acceptor compartment at the end of the experiment (t = 2 h)
  • mdonor 0h: amount of drug in the donor compartment at the beginning of the experiment (t = 0 h)

2.6. Statistical Analysis

The results were presented as the mean ± SD. The statistical evaluation was performed using analysis of variance (one-way ANOVA) followed by Bonferroni’s multiple comparisons test or Student’s t-test. The significance level was fixed at α = 0.05.

3. Results and Discussion

Drozdzik et al. described the most clinically relevant multidrug transporters present in human intestine [22], and these have been compared (in a comprehensive study by Vaessen et al.) with the transporters reported in porcine jejunum [66]. With the exception of the organic cation transporter 3 (OCT3), which was below the limit of detection in porcine intestine, the remaining seven clinically relevant transporters were present and were tested in the present study (SLC transporters— peptide transporter 1 (PEPT1), OATP2B1 and OCT1; ABC transporters-P-gp, BCRP, MRP2 and MRP3). For each transporter Papp,pig of a known substrate was determined in the absence and presence of an inhibitor.

3.1. SLC Transporters

Much less is known about the expression, regulation and function of SLC transporters and their importance for drug absorption and DDI than is the case for ABC transporters [4]. In the first part of this study, the presence and activity of three clinically important SLC transporters, namely PEPT1, OATP2B1 and OCT1, in ex vivo porcine intestine, was investigated using the Ussing chamber system.

3.1.1. PEPT1

PEPT1, an H+ dependent apical uptake transport protein responsible for the absorption of oligopeptides and peptide-derived substances, was discovered in the early 1990s [67,68]. It plays an important role in the absorption of many peptide-derived drugs, such as antivirals, angiotensin-converting enzyme inhibitors or β-lactam antibiotics [69]. Cefadroxil, a β-lactam antibiotic and known substrate, was used to investigate PEPT1 activity in porcine jejunum [69,70]. The Papp,pig, of cefadroxil, 2.82 ± 0.20 × 10−6 cm/s, was similar to, but ~1.8-fold lower than Papp,rat (4.99 ± 0.50 × 10−6 cm/s) determined in the corresponding segment of the intestine [70]. Based on the transporter gene pattern, PEPT1 expression in the small intestine of rats has been reported to be similar to that in humans [71], whereas the PEPT1 concentration in porcine jejunum was reported to be higher [66]. A statistically significant decrease in Papp,pig of cefadroxil in the presence of the PEPT1 inhibitor losartan [51] (p < 0.05) confirmed the presence and functionality of PEPT1 and its contribution to the absorption of cefadroxil across porcine jejunum ex vivo (Table 2 and Figure 1a).

3.1.2. OATP2B1

In contrast to the PEPT1 transporter, the OATP uptake transporters have a broad substrate specificity [74,75,76]. Of the different OATP transporters, it was decided to investigate the activity of OATP2B1, since it exhibits the highest relative gene expression of the OATP family in the human intestine [65]. Papp,pig of the OATP2B1 substrate rosuvastatin was 0.91 ± 0.64 × 10−6 cm/s (Table 2 and Figure 1(bi)), which is ~9-fold lower than the reported Papp,human [30], although the OATP2B1 concentration in both tissues is similar [66]. There could be several possible reasons for this difference including, (i) the human intestine was taken from patients suffering from colonic cancer, compared to the intestine from healthy pigs used for our experiments, (ii) the intestinal wall is very susceptible to a high number of influences such as stress, diseases, intake of medications, age and nutrition [77,78]. However, a complete analysis of the different effects of these factors on the intestinal wall and their impact on intestinal drug permeation would require a separate study.
The Papp,pig of rosuvastatin significantly increased in the presence of the OATP2B1 inhibitor rosiglitazone, indicating the successful inhibition of OATP2B1 (Table 2/Figure 1b(i)). Information about transporter localization of OATP2B1 in the intestinal wall is contradictory. Both apical and basolateral localization in human intestine have been described [79,80], and although Vaessen et al. detected the OATP2B1 in porcine jejunum, the localization was not specified [66]. Since the addition of rosiglitazone resulted in an increased permeability, OATP2B1 in the porcine intestine seemed to be located in the basolateral side of the intestinal wall. This result was confirmed by the QDEP values. In the presence of rosiglitazone, QDEP of rosuvastatin significantly decreased (Table 2 and Figure 1b(ii)), indicating the significantly reduced transport of rosuvastatin from the acceptor compartment back into the membrane via the OATP2B1 transporter.

3.1.3. OCT1

OCT1 is a transporter involved in the uptake of cationic substances such as nutrients, endogenous amines and cationic drugs [12]. Papp,pig of the OCT1 substrate ranitidine was in excellent agreement with Papp,human, 5.07 ± 0.83 × 10−6 cm/s and 5.5 × 10−6 cm/s, respectively [72]. These results are around 5-fold lower compared to Peff,human (27.3 ± 24.7 × 10−6 cm/s), reported earlier [81]. As depicted in Table 2/Figure 1(ci), in the presence of the OCT1 inhibitor atropine, a significant decrease of Papp,pig was observed. Many reports have pointed to the basolateral localization of the OCT1 transporter [57,82,83,84]. However, the apical localization of the transporter was reported in a study in 2013 [12]. The ranitidine results, which show the significant decrease of Papp,pig and QDEP (Table 2/Figure 1c) in the presence of atropine, suggest that OCT1 is localized on the apical side of the brush border membrane in the porcine intestine. Although Haslam et al. suggested that ranitidine is predominantly absorbed via the paracellular way [72], the fact that it was possible to significantly decrease Papp,pig with the addition of an OCT1 inhibitor indicated the evident involvement of OCT1 in ranitidine permeation.

3.2. ABC Transporters

ABC transporters are responsible for the energy dependent efflux of a wide variety of substances, and they are often involved in drug resistance [85,86,87,88]. Here, we investigated the presence and activity of P-gp, BCRP, multi drug resistance-associated protein 2 and 3 (MRP2 and MRP3), respectively, in porcine jejunum.

3.2.1. P-gp

P-gp is a transporter of high clinical relevance, and considerable information regarding its structure, DDI and drug resistance is available in the literature [89,90,91,92]. The activity and successful inhibition of P-gp in porcine intestine were already demonstrated in our previous work [45]. For two substrates, ranitidine (Km = 0.27 mM, [93]) and cimetidine, P-gp inhibition resulted in a significant increase of Papp,pig in the ileum, but not in the jejunum. These results were in line with the increase in P-gp concentration on going from the porcine jejunum to the ileum [94]. In this study, the aim was to test a substrate in the jejunum with higher P-gp affinity compared to the previously tested substances. Digoxin, a well-known cardiac glycoside, with a Km = 0.73 µM was selected [95]. Due to the limited digoxin solubility in KBR at 38 °C, experiments were performed using a reduced substrate and inhibitor concentration—50 µM for each. The Papp,pig in the jejunum was 0.38 ± 0.23 × 10−6 cm/s and lower than Papp,human obtained in ex vivo human intestine—1.44 ± 0.72 × 10−6 cm/s (Table 2 and Figure 2a) [30]. Some possible reasons for the differences originating from the source of the human tissue are discussed in Section 3.1.2. However, an additional reason for this difference could be due to the structure variation between human and porcine P-gp. Even though 89% of the nucleotide sequences of human and porcine intestine is identical, porcine P-gp has only seven potential N-glycosylation sites compared to ten in human P-gp [94]. So far, the effect of the N-glycosylation sites on porcine P-gp function has not been resolved. Therefore, further studies have to be performed to clarify their function. Peff,human (30 × 10−6 cm/s) was around 80 times greater [96]; however, as mentioned in previous work, this difference is based on the different considerations of the surface areas [45,97]. In the presence of the P-gp inhibitor verapamil, Papp,pig in the jejunum increased 4-fold to 1.64 ± 0.79 × 10−6 cm/s (Figure 2a). Compared to the results in our previous work, P-gp inhibition using verapamil significantly increased Papp,pig of digoxin in the jejunum, possibly due to the higher P-gp affinity of digoxin compared to ranitidine.

3.2.2. BCRP

BCRP is an apical efflux transporter with broad substrate specificity [98]. Here, sulfasalazine, a sulphonamide, was chosen as the substrate and fluvastatin as the inhibitor. As shown in Table 2 and Figure 2b, Papp,pig of sulfasalazine was 0.006 ± 0.004 × 10−6 cm/s, which was ~10-fold less than Papp,human [30]. The impact of the inhibition of viable BCRP transporter by fluvastatin on sulfasalazine transport was demonstrated by the 100-fold increase of Papp,pig in the presence of the inhibitor.

3.2.3. MRP2

Valsartan, a selective angiotensin II inhibitor, is a known substrate for the apical efflux transporter MRP2 [63]. As shown in Table 2 and Figure 3a, Papp,pig was 1.2 ± 0.1 × 10−6 cm/s, which was 3- to 7-fold lower than Peff,rat [99,100], the only Peff value available in the literature. MRP2 was inhibited using indomethacin [101]. No significant difference of Papp,pig of valsartan in the absence and presence of the inhibitor was found. However, QDEP of valsartan was significantly higher in the presence of indomethacin, possibly indicating a successful inhibition of MRP2 (Figure 3b). Since the duration of the experiment was short and, given that the MRP2 concentration in porcine intestine is less than that of the other transporters tested [66], it was possible that although the duration of the experiment was sufficient for the inhibition of the transporter and to increase deposition of valsartan in the membrane, there was not enough time for valsartan to permeate into the acceptor compartment.

3.2.4. MRP3

A second member of the MRP-family, MRP3, a basolateral efflux transport protein, was also studied using fexofenadine as substrate. Papp,pig in the jejunum was 2.11 ± 0.73 × 10−6 cm/s (Table 3 and Figure 4a). Compared to Peff,human, the permeability was approximately five-fold lower [30]. Since fexofenadine is also a known P-gp substrate [102] and the activity of P-gp had already been shown, in a first step, P-gp was inhibited by the addition of verapamil, which resulted in a significantly increased Papp,pig (Table 3 and Figure 4a). Most probably due to the reduced efflux, more fexofenadine was available for the basolaterally localized MRP3 transporter, accelerating the basolateral efflux of the API. This hypothesis was confirmed by the significantly reduced QDEP in the presence of verapamil. Compared to Papp,pig in the absence of any transporter inhibitors and Papp,pig in the presence of the P-gp inhibitor, Papp,pig significantly decreased in the presence of the MRP3 inhibitor indomethacin. Papp,pig in the presence of both indomethacin (MRP3 inhibitor) and verapamil (P-gp inhibitor) was not statistically different, but interestingly, it was possible to significantly increase QDEP in the presence of indomethacin and verapamil (Table 3 and Figure 4b). Although the use of indomethacin alone, implying a reduced basolateral efflux, did not change QDEP significantly compared to QDEP in the absence of any inhibitors, the additional inhibition of P-gp and the related reduced apical efflux of fexofenadine meant that QDEP significantly increased.

3.3. Localization of Membrane Transporters in Porcine Jejunum

The quantitative data collected in the intestinal absorption experiments described above enabled a putative visualization of the localization of the different membrane transporters in porcine jejunum and a comparison with the observations in human intestine (Figure 5). Complementary visualization studies using immunohistochemistry and confocal microscopy are envisaged to provide further insight into the localization of the transport proteins.

4. Conclusions

The presence and activity of seven clinically relevant membrane transporters were confirmed in porcine intestine ex vivo by determining the uptake of known substrates in the absence and presence of specific inhibitors for each transporter. Different parameters—Papp,pig, QDEP and QPERM—were used to evaluate the transport of each substrate; this enabled a more detailed interpretation of the transport data to be made. The results were interpreted where possible using published data on the expression of the transporters in different regions of the porcine intestine. The approach described here enables transporter substrates to be identified and studied using a healthy, easily accessible and viable physiological intestine, from a large omnivorous mammal, with a high similarity to human intestine. It has been shown that this model enables the evaluation of (i) passive transport in simple buffer solutions and biorelevant media and (ii) active transport of substrates of clinically relevant transporters and (iii) could be used to provide an insight into the interplay between transporters and enzymes for pre-systemic metabolism, e.g., CYP3A4. In a next step, even though a reliable, physiologically relevant evaluation of many important processes during drug permeation using ex vivo porcine intestine is already possible, the current model has to be extended to take into account the dynamic processes in the gastrointestinal tract, mimicking the passage through its different compartments. This will be an important step in approaching even more closely the highly complex physiological conditions and processes occurring during drug absorption in the human intestine.

Supplementary Materials

The following are available online at https://www.mdpi.com/2227-9059/8/9/340/s1, Table S1: UHPLC–MS/MS methods, Table S2: Precision and accuracy of the analytical methods.

Author Contributions

Conceptualization, Y.E.A. and Y.N.K.; formal analysis, Y.E.A. and Y.N.K.; funding acquisition, Y.N.K.; investigation, Y.E.A.; methodology, Y.E.A. and Y.N.K.; project administration, Y.N.K. and Y.E.A.; resources, Y.N.K.; supervision, Y.E.A. and Y.N.K.; validation, Y.E.A.; visualization, Y.E.A. and Y.N.K.; writing—original draft preparation, Y.E.A.; writing—review and editing, Y.N.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding. Y.N.K. would like to thank the University of Geneva for financial support.

Acknowledgments

The service of the excellent staff from both slaughterhouses is kindly acknowledged. Their outstanding support was essential for this work.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Turner, J.R. Intestinal mucosal barrier function in health and disease. Nat. Rev. Immunol. 2009, 9, 799–809. [Google Scholar] [CrossRef] [PubMed]
  2. Vancamelbeke, M.; Vermeire, S. The intestinal barrier: A fundamental role in health and disease. Expert Rev. Gastroenterol. Hepatol. 2017, 11, 821–834. [Google Scholar] [CrossRef] [PubMed]
  3. Löscher, W.; Potschka, H. Drug resistance in brain diseases and the role of drug efflux transporters. Nat. Rev. Neurosci. 2005, 6, 591–602. [Google Scholar] [CrossRef] [PubMed]
  4. Oswald, S. Organic anion transporting polypeptide (OATP) transporter expression, localization and function in the human intestine. Pharmacol. Ther. 2018, 195, 39–53. [Google Scholar] [CrossRef] [PubMed]
  5. Giacomini, K.M.; Huang, S.-M.; Tweedie, D.J.; Benet, L.Z.; Brouwer, K.L.R.; Chu, X.; Dahlin, A.; Evers, R.; Fischer, V.; Hillgren, K.M.; et al. Membrane transporters in drug development. Nat. Rev. Drug Discov. 2010, 9, 215–236. [Google Scholar] [CrossRef]
  6. Hillgren, K.M.; Keppler, D.; Zur, A.; Giacomini, K.M.; Stieger, B.; Cass, C.; Zhang, L. Emerging transporters of clinical importance: An update from the international transporter consortium. Clin. Pharmacol. Ther. 2013, 94, 52–63. [Google Scholar] [CrossRef] [Green Version]
  7. Zhang, L.; Huang, S.-M.; Lesko, L.J. Transporter-mediated drug-drug interactions. Clin. Pharmacol. Ther. 2011, 89, 481–484. [Google Scholar] [CrossRef]
  8. Koenig, J.; Mueller, F.; Fromm, M.F. Transporters and drug-drug interactions: Important determinants of drug disposition and effects. Pharmacol. Rev. 2013, 65, 944–966. [Google Scholar] [CrossRef] [Green Version]
  9. Steffansen, B.; Nielsen, C.U.; Brodin, B.; Eriksson, A.H.; Andersen, R.; Frokjaer, S. Intestinal solute carriers: An overview of trends and strategies for improving oral drug absorption. Eur. J. Pharm. Sci. 2004, 21, 3–16. [Google Scholar] [CrossRef]
  10. Mao, Q.; Unadkat, J.D. Role of the breast cancer resistance protein (BCRP/ABCG2) in drug transport—An update. AAPS J. 2015, 17, 65–82. [Google Scholar] [CrossRef] [Green Version]
  11. Adibi, S.A. The oligopeptide transporter (Pept-1) in human intestine: Biology and function. Gastroenterology 1997, 113, 332–340. [Google Scholar] [CrossRef]
  12. Han, T.K.; Everett, R.S.; Proctor, W.R.; Ng, C.M.; Costales, C.L.; Brouwer, K.L.; Thakker, D.R. Organic cation transporter 1 (OCT1/mOCT1) is localized in the apical membrane of Caco-2 cell monolayers and enterocytes. Mol. Pharmacol. 2013, 84, 182–189. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  13. Roth, M.; Obaidat, A.; Hagenbuch, B. OATPs, OATs abd OCTs: The organic anion and cation transporters of the SLCO and SLC22A gene superfamilies. Br. J. Pharmacol. 2012, 165, 1260–1287. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Estudante, M.; Morais, J.; Soveral, G.; Benet, L.Z. Intestinal drug transporter: An overview. Adv. Drug Deliv. Rev. 2013, 65, 1340. [Google Scholar] [CrossRef] [PubMed]
  15. Dahlgren, D.; Lennernäs, H. Intestinal permeability and drug absorption: Predictive experimental, computational and in vivo approaches. Pharmaceutics 2019, 11, 411. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Walter, E.; Janich, S.; Roessler, J.; Hilfinger, J.; Amidon, G. H29-MTX/Caco-2 cocultures as an in vitro model for the intestinal epithelium: In vitro-in vivo correlation with permeability data from rats and humans. J. Pharm. Sci. 1996, 85, 1070–1076. [Google Scholar] [CrossRef]
  17. Hilgendorf, C.; Spahn-Langguth, H.; Regardh, C.; Lipka, E.; Amidon, G.; Langguth, P. Caco-2 versus Caco-2/HT29-MTX co-cultured cell lines: Permeabilities via diffusion, inside- and outside-directed carrier-mediated transport. J. Pharm. Sci. 2000, 89, 63–75. [Google Scholar] [CrossRef]
  18. Araujo, F.; Sarmento, B. Towards the characterization of an in vitro triple co-culture intestine cell model for permeability studies. Int. J. Pharm. 2013, 458, 128–134. [Google Scholar] [CrossRef]
  19. Lozoya-Agullo, I.; Araujo, F.; Gonzalez-Alvarez, I.; Merino-Sanjuan, M.; Gonzalez-Alvarez, M.; Bermejo, M.; Sarmento, B. Usefulness of Caco-2/HT29-MTX and Caco-2/HT29-MTX/Raji B coculture models to predict intestinal and colonic permeability compared to Caco-2 monoculture. Mol. Pharm. 2017, 14, 1264–1270. [Google Scholar] [CrossRef]
  20. Li, X.; Mu, P.; Wen, J.; Deng, Y. Carrier-mediated and energy dependent uptake and efflux of deoxynivalenol in mammalian cells. Sci. Rep. 2017, 7, 5889. [Google Scholar] [CrossRef] [Green Version]
  21. Artursson, P.; Karlsson, J. Correlation between oral drug absorption in humans and apparent drug permeability coefficients in human intestinal epithelial (Caco-2) cells. Biochem. Biophys. Res. Commun. 1991, 175, 880–885. [Google Scholar] [CrossRef]
  22. Drozdzik, M.; Gröer, C.; Penski, J.; Lapczuk, J.; Ostrowski, M.; Lai, Y.; Prasad, B. Protein abundance of clinically relevant multidrug transporters along the entire length of the human intestine. Mol. Pharm. 2014, 11, 3547–3555. [Google Scholar] [CrossRef] [PubMed]
  23. Maubon, N.; Le Vee, M.; Fossati, L.; Audry, M.; Le Ferrec, E.; Bolze, S.; Fardel, O. Analysis of drug transporter expression in human intestinal Caco-2 cells by real-time PCR. Fundam. Clin. Pharmacol. 2007, 21, 659–663. [Google Scholar] [CrossRef] [PubMed]
  24. Ingels, F.; Deferme, S.; Destexhe, E.; Oth, M.; Van den Mooter, G.; Augustijns, P. Simulated intestinal fluid as transport medium in the Caco-2 cell culture model. Int. J. Pharm. 2002, 232, 183–192. [Google Scholar] [CrossRef]
  25. Sjögren, E.; Eriksson, J.; Vedin, C.; Breitholtz, K.; Hilgendorf, C. Excised segments of rat small intestine in Ussing chamber studies: A comparison of native and stripped tissue viability and permeability to drugs. Int. J. Pharm. 2016, 505, 361–368. [Google Scholar] [CrossRef]
  26. Ungell, A.-L.; Nylander, S.; Bergstrand, S.; Sjöberg, A.; Lennernäs, H. Membrane transport of drugs in different regions of the intestinal tract of the rat. J. Pharm. Sci. 1998, 87, 360–366. [Google Scholar] [CrossRef]
  27. Lennernäs, H. Animal data: The contributions of the Ussing chamber and perfusion systems to predicting human oral drug delivery in vivo. Adv. Drug Deliv. Rev. 2007, 59, 1103–1120. [Google Scholar] [CrossRef]
  28. Neirinckx, E.; Vervaet, C.; Michiels, J.; De Smet, S.; Van den Broeck, W.; Remon, J.P.; De Backer, P.; Croubels, S. Feasibility of the Ussing chamber technique for the determination of in vitro jejunal permeability of passively absorbed compounds in different animal species. J. Vet. Pharmacol. Ther. 2010, 34, 290–297. [Google Scholar] [CrossRef]
  29. Escribano, E.; Sala, X.G.; Salamanca, J.; Navarro, C.R.; Regué, J.Q. Single-pass intestinal perfusion to establish the intestinal permeability of model drugs in mouse. Int. J. Pharm. 2012, 436, 472–477. [Google Scholar] [CrossRef]
  30. Sjöberg, A.; Lutz, M.; Tannergren, C.; Wingolf, C.; Borde, A.; Ungell, A.-L. Comprehensive study on regional human intestinal permeability and prediction of fraction absorbed of drugs using the Ussing chamber technique. Eur. J. Pharm. Sci. 2013, 48, 166–180. [Google Scholar] [CrossRef]
  31. Rozehnal, V.; Nakai, D.; Hoepner, U.; Fischer, T.; Kamiyama, E.; Takahashi, M.; Mueller, J. Human small intestinal and colonic tissue mounted in the Ussing chamber as a tool for characterizing the intestinal absorption of drugs. Eur. J. Pharm. Sci. 2012, 46, 367–373. [Google Scholar] [CrossRef] [PubMed]
  32. Miyake, M.; Toguchi, H.; Nishibayashi, T.; Higaki, K.; Sugita, A.; Koganei, K.; Kamada, N.; Kitazume, M.T.; Hisamatsu, T.; Sato, T.; et al. Establishment of novel prediction system of intestinal absorption in humans using human intestinal tissue. J. Pharm. Sci. 2013, 102, 2564–2571. [Google Scholar] [CrossRef]
  33. Deglaire, A.; Moughan, P.J. Animal models for determining amino acid digestibility in humans—A review. Br. J. Nutr. 2012, 108, S273–S281. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Patterson, J.K.; Lei, X.G.; Miller, D.D. The pig as an experimental model for elucidating the mechanisms governing dietary influence on mineral absorption. Exp. Biol. Med. 2008, 233, 651–664. [Google Scholar] [CrossRef]
  35. Kararli, T.T. Comparison of the gastrointestinal anatomy, physiology, and biochemistry of humans and commonly used laboratory animals. Biopharm. Drug Dispos. 1995, 16, 351–380. [Google Scholar] [CrossRef]
  36. Sjögren, E.; Abrahamsson, B.; Augustijns, P.; Becker, D.; Bolger, M.B.; Brewster, M.; Brouwers, J.; Flanagan, T.; Harwood, M.; Heinen, C.; et al. In vivo methods for drug absorption—Comparative physiologies, model selection, correlation with in vitro methods (IVIC), and applications for formulation/API/excipient characterization including food effects. Eur. J. Pharm. Sci. 2014, 57, 99–151. [Google Scholar] [CrossRef]
  37. Westerhout, J.; van de Steeg, A.; Grossouw, D.; Zeijdner, E.E.; Krul, C.A.M.; Verwei, M.; Wortelboer, H.M. A new approach to predict human intestinal absorption using porcine intestinal tissue and biorelevant matrices. Eur. J. Pharm. Sci. 2014, 63, 167–177. [Google Scholar] [CrossRef]
  38. Shikanga, E.A.; Hamman, J.H.; Chen, W.; Combrinck, S.; Gericke, N.; Viljoen, A.M. In vitro permeation of mesembrine alkaloids from Sceletium tortuosum across porcine buccal, sublingual, and intestinal mucosa. Planta Med. 2012, 78, 260–268. [Google Scholar] [CrossRef]
  39. Erk, T.; Hauser, J.; Williamson, G.; Renouf, M.; Steiling, H.; Dionisi, F.; Richling, E. Structure- and dose-absorption relationships of coffee polyphenols. Biofactors 2013, 40, 103–112. [Google Scholar] [CrossRef]
  40. Deusser, H.; Rogoll, D.; Scheppach, W.; Volk, A.; Melcher, R.; Richling, E. Gastrointestinal absorption and metabolism of apple polyphenols ex vivo by the pig intestinal mucosa in the Ussing chamber. Biotechnol. J. 2013, 8, 363–370. [Google Scholar] [CrossRef]
  41. Herrmann, J.; Hermes, R.; Breves, G. Transepithelial transport and intraepithelial metabolism of short-chain fatty acids (SCFA) in the porcine proximal colon are influenced by SCFA concentration and luminal pH. Comp. Biochem. Physiol. Part A Mol. Integr. Physiol. 2011, 158, 169–176. [Google Scholar] [CrossRef]
  42. Gerber, W.; Hamman, J.H.; Steyn, J.D. Excipient-drug pharmacokinetic interactions: Effect of disintegrants on efflux across excised pig intestinal tissues. J. Food Drug Anal. 2018, 26, S115–S124. [Google Scholar] [CrossRef] [Green Version]
  43. Atlabachew, M.; Combrinck, S.; Viljoen, A.M.; Hamman, J.H.; Gouws, C. Isolation and in vitro permeation of phenylpropylamino alkaloids from Khat (Catha edulis) across oral and intestinal mucosal tissues. J. Ethnopharmacol. 2016, 194, 307–315. [Google Scholar] [CrossRef]
  44. Aucamp, M.; Odendaal, R.; Wilna, L.; Hamman, J. Amorphous azithromycin with improved aqueous solubility and intestinal membrane permeability. Drug Dev. Ind. Pharm. 2015, 41, 1100–1108. [Google Scholar] [CrossRef]
  45. Arnold, Y.E.; Thorens, J.; Bernard, S.; Kalia, Y.N. Drug transport across porcine intestine using an Ussing chamber system: Regional differences and the effect of P-glycoprotein and CYP3A4 activity on drug absorption. Pharmaceutics 2019, 11, 139. [Google Scholar] [CrossRef] [Green Version]
  46. Hoegman, M.; Moerk, A.-C.; Roomans, G.M. Hypertonic saline increases tight junction permeability in airway epithelium. Eur. Respir. J. 2002, 20, 1444–1448. [Google Scholar] [CrossRef]
  47. Clark, L.L. A guide to Ussing chamber studies of mouse intestine. Am. J. Physiol. Gastrointest. Liver Physiol. 2009, 296, G1151–G1166. [Google Scholar] [CrossRef] [Green Version]
  48. UCSF-FDA TransPortal. Available online: http://transportal.compbio.ucsf.edu (accessed on 1 August 2018).
  49. Available online: https://www.drugbank.ca/drugs (accessed on 1 June 2019).
  50. Benet, L.Z.; Broccatelli, F.; Oprea, T.I. BDDCS applied to over 900 drugs. AAPS J. 2011, 13, 519–547. [Google Scholar] [CrossRef] [Green Version]
  51. Knütter, I.; Kottra, G.; Fischer, W.; Daniel, H.; Brandsch, M. High-affinity interaction of sartans with H+/peptide transporters. Drug Metab. Dispos. 2009, 37, 143–149. [Google Scholar] [CrossRef] [Green Version]
  52. European Medicines Agency. Assessment Report EMA/633696/2016; European Medicines Agency: London, UK, 2016. [Google Scholar]
  53. Ho, R.H.; Tirona, R.G.; Leake, B.F.; Glaeser, H.; Lee, W.; Lemke, C.J.; Wang, Y.-H.; Kim, R.B. Basic-liver, pancreas, and biliary tract. Gastroenterology 2006, 130, 1793–1806. [Google Scholar] [CrossRef]
  54. Bachmakov, I.; Glaeser, H.; Fromm, M.F.; König, J. Interaction of oral antidiabetic drugs with hepatic uptake transporters: Focus on organic anion transporting polypeptides and organic cation transporter 1. Diabetes 2008, 57, 1463–1469. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  55. Wu, C.; Benet, L.Z. Predicting drug disposition via application of BCS: Transport/absorption/elimination interplay and development of a biopharmaceutics drug disposition classification system. Pharm. Res. 2005, 22, 11–23. [Google Scholar] [CrossRef] [PubMed]
  56. Bourdet, D.L.; Pritchard, J.B.; Thakker, D.R. Differential substrate and inhibitory activities of ranitidine and famotidine toward human organic cation transporter 1 (hOCT1; SLC22A1), hOCT2 (SLC22A2), and hOCT3 (SLC22A3). J. Pharmacol. Exp. Ther. 2005, 315, 1288–1297. [Google Scholar] [CrossRef] [Green Version]
  57. Müller, J.; Lips, K.S.; Metzner, L.; Neubert, R.H.H. Drug specificity and intestinal membrane localization of human organic cation transporters (OCT). Biochem. Pharmacol. 2005, 70, 1851–1860. [Google Scholar] [CrossRef]
  58. Collet, A.; Tanianis-Hughes, J.; Hallifax, D.; Warhurst, G. Predicting P-glycoprotein effects on oral absorption: Correlation of transport in Caco-2 with drug pharmacokinetics in wild-type and mdr1a(-/-) mice in vivo. Pharm. Res. 2004, 21, 819–826. [Google Scholar] [CrossRef] [PubMed]
  59. Rautio, J.; Humphreys, J.E.; Webster, L.O.; Balakrishnan, A.; Keogh, J.P.; Kunta, J.R.; Serabjit-Singh, C.; Polli, J.W. In vitro p-glycoprotein inhibition assays for assessment of clinical drug interaction potential of new drug candidates: A recommendation for probe substrates. Drug Metab. Dispos. 2006, 34, 786–792. [Google Scholar] [CrossRef]
  60. Dahan, A.; Amidon, G.L. Small intestinal efflux mediated by MRP2 and BCRP shifts sulfasalazine intestinal permeability from high to low, enabling its colonic targeting. Am. J. Physiol. Gastrointest. Liver Physiol. 2009, 297, G371–G377. [Google Scholar] [CrossRef] [Green Version]
  61. Jani, M.; Szabo, P.; Kis, E.; Molnar, E.; Glavinas, H.; Krajcsi, P. Kinetic characterization of sulfasalazine transport by human ATP-binding cassette G2. Biol. Pharm. Bull. 2009, 32, 497–499. [Google Scholar] [CrossRef] [Green Version]
  62. Hirano, M.; Maeda, K.; Matsushima, S.; Nozaki, Y.; Kusuhara, H.; Sugiyama, Y. Involvement of BCRP (ABCG2) in the biliary excretion of pitavastatin. Mol. Pharmacol. 2005, 68, 800–807. [Google Scholar] [CrossRef] [Green Version]
  63. Yamashiro, W.; Maeda, K.; Hirouchi, M.; Adachi, Y.; Zhuohan, H.; Sugiyama, Y. Involvement of transporters in the hepatic uptake and biliary excretion of valsartan, a selective antagonist of the angiotensin II AT1-receptor, in humans. Drug Metab. Dispos. 2006, 34, 1247–1254. [Google Scholar] [CrossRef] [Green Version]
  64. El-Sheikh, A.A.K.; van den Heuvel, J.J.M.W.; Koenderink, J.B.; Russel, F.G.M. Interaction of nonsteroidal anti-inflammatory drugs with multidrug resistance protein (MRP) 2/ABCC2- and MRP4/ABCC4-mediated methotrexate transport. J. Pharm. Exp. Ther. 2007, 320, 229–235. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Miyake, M.; Kondo, S.; Koga, T.; Yoda, N.; Nakazato, S.; Emoto, C.; Mukai, T.; Toguchi, H. Evaluation of intestinal metabolism and absorption using Ussing chamber system, equipped with intestinal tissue from rats and dogs. Eur. J. Pharm. Biopharm. 2018, 122, 49–53. [Google Scholar] [CrossRef] [PubMed]
  66. Vaessen, S.F.C.; van Lipzig, M.M.H.; Pieters, R.H.H.; Krul, C.A.M.; Wortelboer, H.M.; van de Steeg, A. Regional expression levels of drug transporters and metabolizing enzymes along the pig and human intestinal tract and comparison with Caco-2 cells. Drug Metab. Dispos. 2017, 45, 353–360. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  67. Fei, Y.-J.; Kanal, Y.; Nussberger, S.; Ganapathy, V.; Leibach, F.H.; Romero, M.F.; Singh, S.; Boron, W.F.; Hediger, M.A. Expression cloning of a mammalian proton-coupled oligopeptide transporter. Nature 1994, 368, 563–566. [Google Scholar] [CrossRef]
  68. Shen, H.; Smith, D.E.; Yang, T.; Huang, Y.G.; Schnermann, J.B.; Brosius, F.C., III. Localization of PEPT1 and PEPT2 proton-coupled oligopeptide transporter mRNA and protein in rat kidney. Am. J. Physiol. Ren. Physiol. 1999, 276, F658–F665. [Google Scholar] [CrossRef] [PubMed]
  69. Posada, M.M.; Smith, D.E. In vivo absorption and disposition of cefadroxil after escalating oral doses in wild-type and Pept I knockout mice. Pharm. Res. 2013, 30, 2931–2939. [Google Scholar] [CrossRef] [Green Version]
  70. Naruhashi, K.; Sai, Y.; Tamai, I.; Suzuki, N.; Tsuji, A. PepT1 mRNA expression is induced by starvation and its level correlates with absorptive transport of cefadroxil longitudinally in the rat intestine. Pharm. Res. 2002, 19, 1417–1423. [Google Scholar] [CrossRef]
  71. Cao, X.; Gibbs, S.T.; Fang, L.; Miller, H.A.; Landowski, C.P.; Shin, H.-C.; Lennernas, H.; Zhing, Y.; Amidon, G.L.; Yu, L.X.; et al. Why is it challenging to predict intestinal drug absorption and oral bioavailability in human using rat model. Pharm. Res. 2006, 28, 1675–1686. [Google Scholar] [CrossRef]
  72. Haslam, I.S.; O’Reilly, D.A.; Sherlock, D.J.; Kauser, A.; Womack, C.; Coleman, T. Pancreatoduodenectomy as a source of human small intestine for Ussing chamber investigations and comparative studies with rat tissue. Biopharm. Drug Dispos. 2011, 32, 210–221. [Google Scholar] [CrossRef]
  73. Watanabe, E.; Takahashi, M.; Hayashi, M. A possibility to predict the absorbability of poorly water-soluble drugs in humans based on rat intestinal permeability assessed by an in vitro chamber method. Eur. J. Pharm. Sci. 2004, 58, 659–665. [Google Scholar] [CrossRef]
  74. Müller, J.; Keiser, M.; Drozdzik, M.; Oswald, S. Expression, regulation and function of intestinal drug transporters: An update. Biol. Chem. 2017, 398, 175–192. [Google Scholar] [CrossRef] [PubMed]
  75. Yu, J.; Zhou, Z.; Tay-Sontheimer, J.; Levy, R.H.; Raguenuea-Majlessi, I. Intestinal drug interactions mediated by OATPs: A systematic review of preclinical and clinical findings. J. Pharm. Sci. 2017, 106, 2312–2325. [Google Scholar] [CrossRef] [Green Version]
  76. Tamai, I. Oral drug delivery utilizing intestinal OATP transporters. Adv. Drug Deliv. Rev. 2012, 64, 508–514. [Google Scholar] [CrossRef]
  77. Meddings, J.B.; Swain, M.G. Environmental stress-induced gastrointestinal permeability is mediated by endogenous glucocorticoids in the rat. Gastroenterology 2000, 119, 1019–1028. [Google Scholar] [CrossRef] [PubMed]
  78. Arrieta, M.C.; Bistritz, L.; Meddings, J.B. Alterations in intestinal permeability. Gut 2006, 55, 1512–1520. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  79. Keiser, M.; Kaltheuner, L.; Wildberg, C.; Müller, J.; Grube, M.; Partecke, L.I.; Heidecke, C.-D.; Oswald, S. The organic anion-transporting peptide 2B1 is localized in the basolateral membrane of the human jejunum and Caco-2 monolayers. J. Pharm. Sci. 2017, 106, 2657–2663. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  80. Kobayashi, D.; Nozawa, T.; Imai, K.; Nezu, J.-I.; Tsui, A.; Tamai, I. Involvement of human organic anion transporting polypeptide OATP-B in pH-dependent transport across intestinal apical membrane. J. Pharmacol. Exp. Ther. 2003, 306, 703–708. [Google Scholar] [CrossRef] [Green Version]
  81. Takamatsu, N.; Kim, O.-N.; Welage, L.S.; Idkaidek, N.M.; Hayashi, Y.; Barnett, J.; Yamamoto, R.; Lipka, E.; Lennernäs, H.; Hussain, A.; et al. Human jejunal permeability of two polar drugs: Cimetidine and ranitidine. Pharm. Res. 2001, 18, 742–744. [Google Scholar] [CrossRef]
  82. Jonker, J.W.; Wagenaar, E.; Mol, C.A.A.M.; Buitelaar, M.; Koepsell, H.; Smit, J.W.; Schinkel, A.H. Reduced hepatic uptake and intestinal excretion of organic cations in mice with a targeted disruption of the organic cation transporter 1 (Oct1 [Slc22a1]) gene. Mol. Cell. Biol. 2001, 21, 5471–5477. [Google Scholar] [CrossRef] [Green Version]
  83. Wang, D.-S.; Jonker, J.W.; Kato, Y.; Kusuhara, H.; Schinkel, A.H.; Sugiyama, Y. Involvement of organic cation transporter 1 in hepatic and intestinal distribution of metformin. J. Pharmacol. Exp. Ther. 2002, 203, 510–515. [Google Scholar] [CrossRef] [Green Version]
  84. Koepsell, H.; Lips, K.; Volk, C. Polyspecific organic cation transporters: Structure, function, physiological roles, and biopharmaceutical implications. Pharm. Res. 2007, 24, 1227–1251. [Google Scholar] [CrossRef] [PubMed]
  85. Murakami, T.; Takano, M. Intestinal efflux transporters and drug absorption. Expert Opin. Drug Metab. Toxicol. 2008, 4, 923–939. [Google Scholar] [CrossRef] [PubMed]
  86. Schinkel, A.H.; Jonker, J.W. Mammalian drug efflux transporters of the ATP binding cassette (ABC) family: An overview. Adv. Drug Deliv. Rev. 2003, 55, 3–29. [Google Scholar] [CrossRef]
  87. Locher, K.P. Mechanistic diversity in ATP-binding cassette (ABC) transporters. Nat. Struct. Mol. Biol. 2016, 23, 487–493. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  88. Dean, M.; Hamon, Y.; Giovanna, C. The human ATP-binding cassette (ABC) transporter superfamily. J. Lipid Res. 2001, 42, 1007–1017. [Google Scholar] [CrossRef]
  89. Marzolini, C.; Paus, E.; Buclin, T.; Kim, R.B. Polymorphisms in human MDR1 (P-glycoprotein): Recent advances and clinical relevance. Clin. Pharmacol. Ther. 2004, 75, 13–33. [Google Scholar] [CrossRef]
  90. Fenner, K.; Troutman, M.; Kempshall, S.; Cook, J.; Ware, J.; Smith, D.; Lee, C. Drug-drug interactions mediated through P-glycoprotein: Clinical relevance and in vitro—In vivo correlation using digoxin as a probe drug. Clin. Pharmacol. Ther. 2009, 85, 173–181. [Google Scholar] [CrossRef]
  91. Kim, R.B. Drugs as P-glycoprotein substrates, inhibitors, and inducers. Drug Metab. Rev. 2002, 34, 47–54. [Google Scholar] [CrossRef]
  92. Kim, Y.; Chen, J. Molecular structure of human P-glycoprotein in the ATP-bound, outward-facing conformation. Science 2018, 359, 915–919. [Google Scholar] [CrossRef] [Green Version]
  93. Bourdet, D.L.; Thakker, D.R. Saturable absorptive transport of the hydrophilic organic cation ranitidine in Caco-2 cells: Role of pH-dependent organic cation uptake system and P-glycoprotein. Pharm. Res. 2006, 23, 1165–1177. [Google Scholar] [CrossRef]
  94. Guo, T.; Huang, J.; Zhang, H.; Dong, L.; Guo, D.; Guo, L.; He, F.; Bhutto, Z.A.; Wang, L. Abcb1 in pigs: Molecular cloning, tissues distribution, functional analysis, and its effect on pharmacokinetics of enrofloxacin. Sci. Rep. 2016, 6, 32244. [Google Scholar] [CrossRef]
  95. de Lannoy, I.A.; Silverman, M. The MDR1 gene product, P-glycoprotein, mediates the transport of the cardiac glycoside, digoxin. Biochem. Biophys. Res. Commun. 1992, 189, 551–557. [Google Scholar] [CrossRef]
  96. Dahlgren, D.; Roos, C.; Sjögren, E.; Lennernäs, H. Direct in vivo human intestinal permeability (Peff) determined with different clinical perfusion and intubation methods. J. Pharm. Sci. 2015, 104, 2702–2726. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  97. Olivares-Morales, A.; Lennernäs, H.; Aarons, L.; Rostami-Hodjegan, A. Translating human effective jejunal intestinal permeability to surface-dependent intrinsic permeability: A pragmatic method for a more mechanistic prediction of regional oral drug absorption. AAPS J. 2015, 17, 1177–1192. [Google Scholar] [CrossRef] [PubMed]
  98. Staud, F.; Pavek, P. Breast cancer resistance protein (BCRP/ABCG2). Int. J. Biochem. Cell Biol. 2005, 37, 720–725. [Google Scholar] [CrossRef] [PubMed]
  99. Lozoya-Agullo, I.; Gonzalez-Alvarez, I.; Gonzalez-Avarez, M.; Merino-Sanjuan, M.; Bermejo, M. In situ perfusion model in rat colon for drug absorption studies: Comparison with small intestine and Caco-2 cell model. J. Pharm. Sci. 2015, 104, 3136–3145. [Google Scholar] [CrossRef]
  100. Nekkanti, V.; Wang, Z.; Betageri, G.V. Pharmacokinetic evaluation of improved oral bioavailability of valsartan: Proliposomes versus self-nanoemulsifying drug delivery system. AAPS PharmSciTech 2016, 17, 851–862. [Google Scholar] [CrossRef]
  101. Dahan, A.; Amidon, G.L. MRP2 mediated drug-drug interaction: Indomethacin increases sulfasalazine absorption in the small intestine, potentially decreasing its colonic targeting. Int. J. Pharm. 2010, 386, 216–220. [Google Scholar] [CrossRef]
  102. Ming, X.; Knight, B.M.; Thakker, D.R. Vectorial transport of fexofenadine across Caco-2 cells: Involvement of apical uptake and basolateral efflux transporters. Mol. Pharm. 2011, 8, 1677–1686. [Google Scholar] [CrossRef]
Figure 1. Papp,pig and QDEP values of three tested solute carrier (SLC) transporter substrates were significantly changed in the presence of the corresponding inhibitor: (a) Papp,pig of the PEPT1 substrate cefadroxil in the absence (−LOS) and presence (+LOS) of the inhibitor losartan (LOS); (b) (i) Papp,pig and (b) (ii) QDEP of the OATP2B1 substrate rosuvastatin in the absence (–ROSI) and presence (+ROSI) of the OATP2B1 inhibitor rosiglitazone (ROSI); (c) (i) Papp,pig and (c) (ii) QDEP of the OCT1 substrate ranitidine in the absence (−ATR) and presence (+ATR) of the OCT1 inhibitor atropine (ATR) (mean ± SD; n = number of replicates). * p < 0.05.
Figure 1. Papp,pig and QDEP values of three tested solute carrier (SLC) transporter substrates were significantly changed in the presence of the corresponding inhibitor: (a) Papp,pig of the PEPT1 substrate cefadroxil in the absence (−LOS) and presence (+LOS) of the inhibitor losartan (LOS); (b) (i) Papp,pig and (b) (ii) QDEP of the OATP2B1 substrate rosuvastatin in the absence (–ROSI) and presence (+ROSI) of the OATP2B1 inhibitor rosiglitazone (ROSI); (c) (i) Papp,pig and (c) (ii) QDEP of the OCT1 substrate ranitidine in the absence (−ATR) and presence (+ATR) of the OCT1 inhibitor atropine (ATR) (mean ± SD; n = number of replicates). * p < 0.05.
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Figure 2. Papp,pig values of ABC transport protein substrates: (a) Papp,pig of the P-gp substrate digoxin in the absence (−VER) and presence (+VER) of the P-gp inhibitor verapamil (VER); (b) Papp,pig of the BCRP substrate sulfasalazine in the absence (−FLU) and presence (+FLU) of the BCRP inhibitor fluvastatin (FLU) (mean ± SD; n = number of replicates).
Figure 2. Papp,pig values of ABC transport protein substrates: (a) Papp,pig of the P-gp substrate digoxin in the absence (−VER) and presence (+VER) of the P-gp inhibitor verapamil (VER); (b) Papp,pig of the BCRP substrate sulfasalazine in the absence (−FLU) and presence (+FLU) of the BCRP inhibitor fluvastatin (FLU) (mean ± SD; n = number of replicates).
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Figure 3. (a) Papp,pig and (b) QDEP of valsartan in absence (−IND) and presence (+IND) of the MRP2 inhibitor indomethacin (IND) (mean ± SD; n = number of replicates).
Figure 3. (a) Papp,pig and (b) QDEP of valsartan in absence (−IND) and presence (+IND) of the MRP2 inhibitor indomethacin (IND) (mean ± SD; n = number of replicates).
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Figure 4. (a) Papp pig and (b) QDEP of fexofenadine in the absence (−IND)/(−VER) and presence (+IND)/(+VER) of the MRP3 inhibitors indomethacin (IND) and verapamil (VER) (mean ± SD; n = number of replicates).
Figure 4. (a) Papp pig and (b) QDEP of fexofenadine in the absence (−IND)/(−VER) and presence (+IND)/(+VER) of the MRP3 inhibitors indomethacin (IND) and verapamil (VER) (mean ± SD; n = number of replicates).
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Figure 5. Comparison of the putative apical/basolateral localizations of membrane transporters in (a) human intestine and (b) porcine intestine. Uptake transporters are indicated in orange, efflux transporters are in red.
Figure 5. Comparison of the putative apical/basolateral localizations of membrane transporters in (a) human intestine and (b) porcine intestine. Uptake transporters are indicated in orange, efflux transporters are in red.
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Table 1. Physicochemical properties of the drug molecules used to investigate the presence and activity of membrane transport proteins in porcine intestine using the Ussing chamber system (n = number of replicates).
Table 1. Physicochemical properties of the drug molecules used to investigate the presence and activity of membrane transport proteins in porcine intestine using the Ussing chamber system (n = number of replicates).
Transport
Protein
Substrate (BCS/BDDCS)Km
(µM)
MW
(g/mol)
log P [49]log D a
Octanol/H2O, pH 7.0
Solubility in KBR (n)
(mg/mL)
Inhibitor (Ki/IC50)
(µM)
SLC Transport Proteins
PEPT1Cefadroxil (-/III [50])
C16H17N3O5S
n.d.363.39−0.4−3.1545.03 ± 1.10 (4)Losartan (24/52) [51]
OATP2B1Rosuvastatin (III [52]/III [50])
C22H28FN3O6S
2.4 [53]481.540.13−1.910.42 ± 0.16 (4)Rosiglitazone (-/5.2) [54]
OCT1Ranitidine (III [55]/III [50])
C14H22N2O3
70 [56]314.400.27−1.4419.64 ± 2.78 (3)Atropine (-/1.2) [57]
ABC Transport Proteins
P−gpDigoxin (II [55]/IV [50])
C41H64O14
73 [58]780.941.261.290.04 ± 0.01 (3)Verapamil (-/10.7) [59]
Fexofenadine (III [55]/III [50])
C32H39NO4
n.d.501.665.61.230.42 ± 0.16 (4)
BCRPSulfasalazine (IV [60]/II [50])
C18H14N4O5S
0.7 [61]398.390.4−0.103.31 ± 0.14 (5)Fluvastatin (5.43/-) [62]
MRP2Valsartan (III [55]/III [50])
C24H29N5O3
30.4 [63]435.53.68−0.683.71 ± 0.68 (5)Indomethacin (-/0.06) [64]
MRP3Fexofenadine (III [55]/III [50])
C32H39NO4
n.d.501.665.61.230.42 ± 0.16 (4)Indomethacin (-/-)
Biopharmaceutical Classification System (BCS); Biopharmaceutical Drug Disposition Classification System (BDDCS); peptide transporter 1 (PEPT1), organic anion transporting polypeptide (OATP2B1), organic cation transporter 1 (OCT1), P-glycoprotein (P-gp), breast cancer resistance protein (BCRP), multi drug resistance-associated protein 2 and 3 (MRP2 and MRP3); a Values taken from SciFinder®; log D values were calculated using Advanced Chemistry Development (Software V11.02, ACD/Labs, Toronto, Canada).
Table 2. Papp,pig, QDEP and QPERM of the tested transporter substrates in the absence and presence of the inhibitor, using ex vivo porcine jejunum and comparison with Papp,rat/Papp.human data from the literature.
Table 2. Papp,pig, QDEP and QPERM of the tested transporter substrates in the absence and presence of the inhibitor, using ex vivo porcine jejunum and comparison with Papp,rat/Papp.human data from the literature.
DrugTransporterPapp,pig
(10−6 cm/s)
QDEP
(%)
QPERM
(n)(%)
QDEP
(%)
QPERM
(n)(%)
Papp,rat
(10−6 cm/s)
Papp,human
(10−6 cm/s)
(−INH) (n)(+INH) (n)(−INH)(+INH)(−INH)(−INH)
CefadroxilPEPT12.82 ± 0.20 (4)1.91 ± 0.55 (6)1.31 ± 0.400.50 ± 0.18 (4)1.47 ± 0.250.31 ± 0.12 (6)4.99 ± 0.50 [70]-
RosuvastatinOATP2B10.91 ± 0.64 (7)2.25 ± 0.85 (6)3.10 ± 1.460.17 ± 0.09 (7)1.30 ± 0.140.29 ± 0.16 (6)-6.95 ± 1.50 [30]
RanitidineOCT15.07 ± 0.83 (12)1.96 ± 0.28 (5)1.11 ± 0.460.62 ± 0.17 (12)0.43 ± 0.120.21 ± 0.03 (5)4.00 [72]5.50 [72]
DigoxinP-gp0.38 ± 0.23 (4)1.64 ± 0.79 (3)0.62 ± 0.170.21 ± 0.12 (4)0.40 ± 0.190.12 ± 0.04 (3)6.4 ± 1.9 [14]1.44 ± 0.72 [30]
SulfasalazineBCRP0.01 ± 0.00 (5)0.63 ± 0.43 (9)3.23 ± 0.560.00 ± 0.00 (5)2.47 ± 1.240.12 ± 0.07 (9)2.76 ± 0.19 [73]0.09 ± 0.06 [30]
ValsartanMRP21.20 ± 0.10 (4)0.93 ± 0.41 (4)0.44 ± 0.020.17 ± 0.02 (4)0.57 ± 0.070.24 ± 0.10 (4)--
Papp,pig: apparent intestinal permeability determined in this work using porcine intestine; QDEP: amount of drug retained in the intestinal membrane at the end (t = 2 h) of the experiment; QPERM: amount of drug in the acceptor compartment at the end (t = 2 h) of the experiment; Papp,rat: apparent intestinal permeability determined using rat intestine (taken from literature); Papp,human: apparent intestinal permeability determined using human intestine (taken from literature); n: number of replicates; (−INH): absence of inhibitor; (+INH): presence of inhibitor.
Table 3. Papp,pig, QDEP and QPERM of fexofenadine without any inhibition (−IND/−VER), with inhibition of the P-gp transport protein (−IND/+VER), with the inhibition of the MRP3 transport protein (+IND/−VER) and with the inhibition of MRP3 and P-gp transport proteins (+IND/+VER), using ex vivo porcine intestine (n = number of replicates).
Table 3. Papp,pig, QDEP and QPERM of fexofenadine without any inhibition (−IND/−VER), with inhibition of the P-gp transport protein (−IND/+VER), with the inhibition of the MRP3 transport protein (+IND/−VER) and with the inhibition of MRP3 and P-gp transport proteins (+IND/+VER), using ex vivo porcine intestine (n = number of replicates).
(−IND/−VER) (n)(−IND/+VER) (n)(+IND/−VER) (n)(+IND/+VER) (n)
Papp,pig (10−6 cm/s) (n) a2.11 ± 0.73 (6)4.48 ± 3.29 (5)0.64 ± 0.20 (6)0.84 ± 0.52 (6)
QDEP (%) (n)1.00 ± 0.24 (6)0.54 ± 0.09 (5)0.81 ± 0.61 (6)1.50 ± 0.33 (6)
QPERM (%) (n)0.06 ± 0.01 (6)0.36 ± 0.20 (5)0.27 ± 0.05 (6)0.22 ± 0.10 (6)
a number of replicates.

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Arnold, Y.E.; Kalia, Y.N. Using Ex Vivo Porcine Jejunum to Identify Membrane Transporter Substrates: A Screening Tool for Early—Stage Drug Development. Biomedicines 2020, 8, 340. https://doi.org/10.3390/biomedicines8090340

AMA Style

Arnold YE, Kalia YN. Using Ex Vivo Porcine Jejunum to Identify Membrane Transporter Substrates: A Screening Tool for Early—Stage Drug Development. Biomedicines. 2020; 8(9):340. https://doi.org/10.3390/biomedicines8090340

Chicago/Turabian Style

Arnold, Yvonne E., and Yogeshvar N. Kalia. 2020. "Using Ex Vivo Porcine Jejunum to Identify Membrane Transporter Substrates: A Screening Tool for Early—Stage Drug Development" Biomedicines 8, no. 9: 340. https://doi.org/10.3390/biomedicines8090340

APA Style

Arnold, Y. E., & Kalia, Y. N. (2020). Using Ex Vivo Porcine Jejunum to Identify Membrane Transporter Substrates: A Screening Tool for Early—Stage Drug Development. Biomedicines, 8(9), 340. https://doi.org/10.3390/biomedicines8090340

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