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Correspondence to Jerrold R. Turner: jturner{at}bsd.uchicago.edu
The tight junction defines epithelial organization. Structurally, the tight junction is comprised of transmembrane and membrane-associated proteins that are thought to assemble into stable complexes to determine function. In this study, we measure tight junction protein dynamics in live confluent Madin–Darby canine kidney monolayers using fluorescence recovery after photobleaching and related methods. Mathematical modeling shows that the majority of claudin-1 (76 ± 5%) is stably localized at the tight junction. In contrast, the majority of occludin (71 ± 3%) diffuses rapidly within the tight junction with a diffusion constant of 0.011 µm2s–1. Zonula occludens-1 molecules are also highly dynamic in this region, but, rather than diffusing within the plane of the membrane, 69 ± 5% exchange between membrane and intracellular pools in an energy-dependent manner. These data demonstrate that the tight junction undergoes constant remodeling and suggest that this dynamic behavior may contribute to tight junction assembly and regulation.
© 2008 Shen et al. This article is distributed under the terms of an Attribution–Noncommercial–Share Alike–No Mirror Sites license for the first six months after the publication date (see http://www.jcb.org/misc/terms.shtml). After six months it is available under a Creative Commons License (Attribution–Noncommercial–Share Alike 3.0 Unported license, as described at http://creativecommons.org/licenses/by-nc-sa/3.0/).
| Introduction |
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-catenin and cingulin, thereby anchoring the tight junction to the cytoskeleton (Rajasekaran et al., 1996; Itoh et al., 1997; Fanning et al., 1998; Cordenonsi et al., 1999; Wittchen et al., 1999; Bazzoni et al., 2000; Fanning et al., 2002). Claudins bind ZO-1, -2, and -3 via a C-terminal PDZ-binding motif (Itoh et al., 1999). The importance of this interaction is demonstrated by the association of a ZO-2 mutation that reduces claudin binding with familial hypercholanemia (Carlton et al., 2003) as well as a study of cells lacking ZO-1 and -2, which fail to recruit claudins and do not develop barrier function (Umeda et al., 2006).
Together with the functional importance of claudin–ZO-1/-2 interactions, the multitude of interactions among tight junction proteins demonstrated by in vitro binding assays and coimmunoprecipitation studies (Balda et al., 1996; Fanning et al., 1998; Mitic and Anderson, 1998; Cordenonsi et al., 1999; Bazzoni et al., 2000; Kale et al., 2003; Van Itallie and Anderson, 2004; Li et al., 2005) has led to the hypothesis that the steady-state tight junction is a large complex maintained by abundant protein cross-links. By analogy, this model is supported by a recent study of the adherens junction that demonstrates that epithelial cadherin,
-catenin, and β-catenin form a stable complex with one another (Yamada et al., 2005). However, only one study has directly assessed the dynamic behavior of tight junction proteins in the absence of external stimuli. That work concluded that fluorescent-tagged claudin-1 expressed in fibroblasts is not mobile within the tight junction–like strands that develop in these cells (Sasaki et al., 2003). Thus, the tight junction is widely viewed as a static structure under steady-state conditions.
Our study of fluorescent tight junction fusion proteins expressed in epithelial monolayers raised the possibility of occludin flow within the tight junction (Shen and Turner, 2005). Although this observation could represent the flow of tight junction protein complexes, as occurs for cadherin–catenin complexes at the adherens junction, it could also suggest that binding interactions at the tight junction are far more dynamic than previously thought. Therefore, we directly assessed protein dynamics within the tight junction and now show that tight junction proteins are highly dynamic in resting steady-state epithelial monolayers. Each protein studied displays distinct dynamic behavior, reflecting different mechanisms of protein movement. These data demand that our current model of tight junction molecular structure be revised and may provide a basis for understanding the mechanisms that allow rapid tight junction remodeling in response to extracellular stimuli.
| Results |
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Time-lapse imaging of confluent MDCK epithelial cell monolayers expressing fluorescent-tagged occludin frequently demonstrated small fluctuations in fluorescent intensity despite stable barrier function (Shen and Turner, 2005). Although such fluctuations were not seen in fixed monolayers, they could potentially represent imaging artifacts as a result of slight movements of live cells within the z plane. To distinguish between artifact and actual movement of occludin within the tight junction, occludin dynamics were assessed by monitoring FRAP in confluent monolayers with established intercellular junctions. These experiments show that the majority of tight junction–associated occludin is available for exchange; the mobile fraction is 71 ± 3% (Fig. 1, A–C). This observation was unexpected because occludin interacts with many proteins at the tight junction, and the generally accepted model of steady-state tight junction structure is of a highly stable multiprotein complex (Chen et al., 1997; Gonzalez-Mariscal et al., 2000; Tsukita et al., 2001; Peng et al., 2003; Seth et al., 2007).
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The unexpected differences in FRAP kinetics between ZO-1 and occludin prompted investigation of the exchange kinetics of claudin-1 and tight junction–associated β-actin. Claudin-1 has a small mobile fraction of 24 ± 5% (Fig. 1, A–C). Thus, in contrast to occludin and ZO-1, only a minority of tight junction–associated claudin-1 undergoes exchange at the tight junction. Consistent with reports that actin is highly dynamic at cell–cell contact sites (Yamada et al., 2005), the majority of junction-associated β-actin exchanges rapidly with a mobile fraction of 98 ± 6% and a t1/2 of 106 ± 18 s. Remarkably, the combination of mobile fraction and t1/2 of fluorescent recovery is unique for each of these four representative proteins (Fig. 1 C).
Recent work suggests that interactions between claudin proteins and ZO-1 or -2 are necessary for tight junction assembly (Umeda et al., 2006) and that the stability of steady-state tight junction function increases with the duration of postconfluent monolayer culture (Tang and Goodenough, 2003). Therefore, it is possible that the aforementioned distinct FRAP behaviors may differ if studied shortly or at prolonged intervals after confluence. To assess this, FRAP behaviors of occludin, claudin-1, ZO-1, and β-actin were measured in monolayers 1, 3, and 10 d after confluence, representing steady-state kinetics present in newly formed (1 d), assembled (3 d), and older, stable (10 d) MDCK monolayers (Table I). At 1 d after confluence, the increased ZO-1 mobile fraction and decreased β-actin t1/2, both relative to values at 3 d, suggest that the assembling tight junction is highly dynamic. Although the tight junction is far more stable at 3 d after confluence, there is an increase in dynamic behavior 10 d after confluence that is manifested as reduced t1/2 for both occludin and tight junction–associated β-actin (Table I). Although the significance of this late increase in exchange rates is not clear, it is possible that the structure of the fully mature tight junction is specially modified to allow rapid regulation and fine-tuning of function. In any case, these data demonstrate that in stark disagreement with prevailing models of the tight junction, the multiprotein complex within the tight junction is highly dynamic at steady state.
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To further characterize the general mechanisms of occludin and ZO-1 exchange, FRAP behavior was assessed in metabolically depleted monolayers. Reduction of cellular ATP levels by 65 ± 5% had no effect on occludin FRAP dynamics, although TER decreased by 56 ± 2% (Fig. 2 D). In contrast, ATP depletion reduced the ZO-1 mobile fraction to 36 ± 6% (Fig. 2 F) and the β-actin mobile fraction to 19 ± 4% (not depicted). These findings show that occludin and ZO-1 dynamics require distinct factors. Furthermore, the differential regulation of occludin and ZO-1 dynamics by these treatments supports the conclusion that occludin and ZO-1 do not form stable complexes at the tight junction.
The primary mechanism of occludin exchange is diffusion within the plasma membrane
Although fractions of the occludin and ZO-1 available for exchange are similar, the differences in t1/2 and sensitivity to perturbations that alter membrane function or metabolic energy content suggest that distinct mechanisms are involved in the observed FRAP behaviors of these proteins. To preliminarily determine the mechanism of occludin recovery at the tight junction, an
10-µm segment of the tight junction was bleached, and recovery was monitored in the center and edges of this region. Fluorescent recovery began at the edges; the center of the bleached region recovered only after a lag of
500 s (Fig. 3 A).
Because total occludin content within the tight junction is constant at steady state and fluorescent recovery represents the recruitment of unbleached occludin molecules into the bleached region, this suggests that occludin moves by diffusion within the membrane. Two separate approaches were used to directly assess occludin movement at steady state. First, the fluorescent loss in photobleaching (FLIP) technique was used to continuously bleach a small region of the tight junction. Consistent with occludin diffusion within the membrane, loss of fluorescence occurred most rapidly in areas directly adjacent to the bleached region, whereas fluorescence loss occurred more slowly at greater distances from the bleached region (Fig. 3 B). A complementary experiment made use of an occludin construct containing photoactivatable (PA) GFP (Patterson and Lippincott-Schwartz, 2002). As shown in Fig. 3 C, occludin fluorescence was activated at two tight junction regions. Although total tight junction fluorescence remained constant after activation, occludin fluorescence decreased progressively in areas of activation and increased in adjacent regions of the tight junction, demonstrating occludin exchange between these areas (Fig. 3 C). These data confirm that a principal mode of occludin exchange is diffusion within the membrane.
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Tight junction–associated ZO-1 exchanges with an intracellular ZO-1 pool
As demonstrated in Fig. 1, although ZO-1 and occludin display similar mobile fractions at the tight junction, ZO-1 fluorescence recovers more rapidly than does occludin. Thus, experiments similar to those used to assess the mechanisms of occludin recovery were used to determine the mechanisms of ZO-1 recovery at the tight junction. In contrast to the results obtained with occludin, similar rates and extents of fluorescent recovery were seen at the center and edges after bleaching an extended
10-µm region of the tight junction (Fig. 4 A).
In addition, FLIP analysis showed that continuous bleaching of a small region of the tight junction resulted in only limited fluorescence loss in adjacent and distant regions of the tight junction (Fig. 4 B). These data suggest that ZO-1 does not recover by diffusion within the membrane but by exchange with a separate pool. This was unexpected, as it is difficult to detect intracellular ZO-1 pools immunohistochemically. Although some nuclear EGFP–ZO-1 is present in subconfluent monolayers, which is consistent with a study of nuclear ZO-1 in undifferentiated epithelia (Gottardi et al., 1996), only faint intracellular fluorescence is detectable in cells expressing EGFP–ZO-1. FLIP analysis with continuous intracellular bleaching was used to evaluate the presence or absence of intracellular ZO-1 pools. This maneuver resulted in progressive decreases in tight junction–associated ZO-1 fluorescence (Fig. 4 C). As these experiments were performed only on confluent monolayers where no nuclear ZO-1 is detected, the intracellular pool of ZO-1 is likely cytoplasmic. Tight junction–associated ZO-1 fluorescent loss measured by FLIP occurs with a t1/2 of 89 ± 17 s, similar to the t1/2 of 119 ± 21 s for exchange measured by FRAP. Therefore, these data demonstrate that a large fraction of tight junction–associated ZO-1 exchanges continuously with an intracellular pool. These studies also show that a small nonexchangeable pool of ZO-1 exists at the tight junction. The interactions that anchor this subset of ZO-1 at the tight junction are not defined, but this nonexchangeable pool increases between 1 and 3 d after confluence (Table I), suggesting that anchoring is related to the process of tight junction maturation.
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70% in monolayers with fully assembled tight junctions (Table I), suggesting that a small but significant fraction of tight junction–associated ZO-1 is nonexchangeable. Therefore, it is possible that the immobile pool of tight junction–associated claudin-1 is anchored by binding to nonexchangeable ZO-1 molecules. To explore this possibility, an EGFP–claudin-1 mutant lacking the C-terminal YV motif necessary for PDZ binding was expressed in MDCK cells. Although trafficking of EGFP–claudin-1
YV to the tight junction is defective, localization to cell contact sites does occur in some cells. Remarkably, tight junction–associated EGFP–claudin-1
YV displayed a mobile fraction of 13 ± 2%, which is significantly lower than that of wild-type EGFP–claudin-1 (P < 0.05). The t1/2 of EGFP–claudin-1
YV was similar to that of wild-type EGFP–claudin-1 (Fig. 5 C). Thus, although it is clear that the PDZ-binding motif of claudin-1 is important for initial delivery, these data suggest that interactions requiring the C-terminus YV are not necessary for anchoring the majority of claudin-1 at the tight junction.
Quantitative modeling of tight junction protein exchange processes
To test the qualitative conclusions developed above and mathematically model tight junction protein exchange, MDCK cells were simulated as cylinders. Based on their observed distributions, occludin, claudin-1, and ZO-1 were distributed among the lateral membrane, tight junction, and intracellular compartments (Table II).
The mobility of each protein was defined based on the physical data shown in Figs. 1–4![]()
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. Small area FRAP, large area FRAP, tight junction FLIP, and intracellular FLIP were performed by varying location, duration, and intensity of the virtual laser pulse without altering mobility parameters for each protein (Fig. 6).
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3 µm), 89% of observed occludin recovery at 600 s could be explained using simple diffusion within the tight junction and a diffusion constant of 0.011 µm2s–1 (Table II). However, this simulation did not accurately model larger area FRAP and tight junction–bleaching FLIP experiments. To improve the simulation, a lateral membrane pool of occludin was included. This pool was modeled to represent 20% of total cellular occludin and was allowed to exchange with tight junction–associated occludin according to the following equation:
Using the determined rate constants (Table II), this simulation accurately modeled recovery within large and small photobleached areas (Fig. 6, A and B). Including lateral membrane occludin in the model also allowed accurate simulation of FLIP experiments in which a region of the tight junction was bleached continuously (Fig. 6 C). Although it is clear from imaging experiments that an intracellular pool of occludin is frequently present, it was not necessary to include this component in the models, which is consistent with the conclusion that intracellular occludin pools do not contribute significantly to the observed FRAP and FLIP behaviors. This is confirmed by FLIP with continuous intracellular bleaching (Fig. 6 D). In contrast, the exchange of lateral membrane– and tight junction–associated occludin is necessary for the simulations to accurately model the physical observations, suggesting that this exchange does contribute to FRAP and FLIP behaviors and that lateral membrane occludin may diffuse more rapidly than tight junction occludin. An immobile fraction is not necessary for the accurate modeling of occludin dynamic behavior, suggesting that the observed immobile fraction may reflect technical limitations rather than physical retention. The t1/2 of claudin-1 recovery in small area FRAP experiments was similar to that of occludin (Fig. 1). Thus, claudin-1 exchange was modeled with a diffusion constant of 0.011 µm2s–1, which is identical to that used for occludin. An immobile fraction representing 60% of total claudin-1 was included to model the large immobile fraction observed experimentally. This model accurately simulates small (Fig. 6 E) and large (Fig. 6 F) area FRAP experiments. As an alternative to a large claudin-1 immobile fraction, models in which the diffusion constant for claudin-1 was reduced were developed. These were able to display recovery at 600 s but did not accurately represent the experimentally determined t1/2 of claudin-1 recovery. Moreover, the model including a large claudin-1 immobile fraction accurately simulated FLIP experiments bleaching tight junction (Fig. 6 G) and intracellular regions (Fig. 6 H). Thus, the simulation suggests that tight junction–associated claudin-1 and occludin recover by diffusion within the membrane at similar rates. However, in contrast to occludin, claudin-1 has a prominent immobile fraction.
As suggested by the physical data, ZO-1 could not be modeled by simple diffusion within membrane compartments. The physical observations that prevented such modeling were that (1) recovery within different parts of photobleached areas occurred uniformly; (2) overall recovery rates after bleaching large and small areas were identical; and (3) tight junction–associated ZO-1 fluorescence decreased after continuous intracellular photobleaching. To model the dynamic behavior of ZO-1, the exchange between tight junction and intracellular pools was allowed to occur as described by the following equation:
This required 60% of ZO-1 to be cytosolic, with the remaining 40% localized to the tight junction and divided into exchangeable and nonexchangeable pools (Table II). This model accurately simulated small (Fig. 6 I) and large (Fig. 6 J) area FRAP experiments. The model also predicts the observed small 9% decay in regions adjacent to the photobleached region in FLIP experiments (Fig. 6 K) as well as the large decreases in tight junction fluorescence seen in intracellular FLIP experiments (Fig. 6 L). Therefore, this model accurately simulates all observed ZO-1 behavior on the basis of exchange between tight junction and intracellular pools without any diffusion within the tight junction. Notably, a nonexchangeable pool at the tight junction is required to accurately model ZO-1 behavior.
| Discussion |
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However, relatively little direct evidence supports this view. For example, behavior of fluorescent-tagged claudin proteins has been studied to only a limited degree in epithelial cells and fibroblasts. In the latter, which do not form tight junctions, claudin proteins assemble into long fibrils within the plasma membrane (Sasaki et al., 2003). Although these strands interact with one another and frequently move within the plasma membrane, FRAP analysis showed that claudin-1 within these strands is immobile (Sasaki et al., 2003). This observation lent support to the belief that proteins within the tight junction are immobile or static.
The data presented here directly contradict the static model of tight junction structure. One piece of evidence supporting this conclusion is that each of the tight junction–associated proteins studied displays distinct dynamic behaviors and mechanisms of exchange. Approximately 70% of tight junction–associated ZO-1 and occludin are each present within the mobile fraction. This might imply that they traffic as a complex. However, subsequent investigation demonstrated that the rates and mechanisms of exchange differ for these proteins. Therefore, they do not exchange in complex with one another. Although only 24% of claudin-1 is in the mobile fraction, a number far greater than that suggested by experiments in fibroblasts, it should be noted that this also indicates that the majority of tight junction–associated claudin-1 resides within an immobile pool. The interactions that anchor claudin-1 at the tight junction remain to be determined, but the experiments using claudin-1
YV suggest that stable binding between claudin-1 and PDZ domains of ZO-1, -2, and other tight junction proteins are not required. In fact, interaction between the claudin-1 C terminus and PDZ domains may promote claudin-1 exchange within the tight junction, as claudin-1
YV has a smaller mobile fraction than wild-type claudin-1. Consistent with the conclusion that interactions with endogenous full-length claudin or other proteins stabilizes EGFP–claudin-1
YV at the tight junction, a previous study has shown that claudin-1–EGFP, in which EGFP placement at the C terminus obstructs interactions with ZO-1, displays limited exchange within the tight junction–like strands that develop in fibroblasts (Sasaki et al., 2003). Nonetheless, interactions between the claudin-1 C terminus and PDZ domains are important in directing claudin-1 to localize at the tight junction, as claudin-1
YV protein trafficking to cell contact sites was clearly defective.
The data clearly demonstrate that the majority of tight junction–associated ZO-1, occludin, claudin-1, and β-actin do not remain bound to one another at steady state. How can a model of tight junction structure be developed to accommodate these new data? One point that must be considered is that 31% of tight junction–associated ZO-1 does not exchange over the course of these FRAP and FLIP experiments. Together with the mathematical modeling of ZO-1 behavior, which required the inclusion of a nonexchangeable pool to accurately simulate the physical data, these data suggest that a stable pool of ZO-1 exists at the tight junction. Although the functional differences between exchangeable and nonexchangeable ZO-1 and the relevance of these pools to tight junction function remain to be determined, the studies of general perturbations, including temperature modulation, cholesterol chelation, and ATP depletion, make it clear that any relationships between FRAP behavior and barrier function must be complex and dependent on many factors. Similar questions may be asked about occludin diffusion within the tight junction membrane, although controversy remains regarding the function of this protein (Furuse et al., 1993; Chen et al., 1997; Sakakibara et al., 1997; Van Itallie and Anderson, 1997; Wong and Gumbiner, 1997; Li and Mrsny, 2000; Saitou et al., 2000; Kuwabara et al., 2001; Schulzke et al., 2005; Yu et al., 2005). It is also likely that the constant movement of proteins within the tight junction and the observed exchange of these proteins with extra-tight junction pools are important to the rapid structural and functional responses to stimuli. In the absence of such plasticity, it is perhaps hard to understand how barrier function can be modified in minutes.
In conclusion, the data presented here show that each of the proteins studied is surprisingly dynamic at the tight junction and that these dynamics are kinetically distinct as a result of different mechanisms of exchange. These results demand that the prevailing model of tight junction structure be revised to incorporate the idea that interactions between tight junction proteins are transient and characterized by continuous engagement and release. Future characterization of the structural domains and elements that control the dynamic behaviors of tight junction proteins promises to finally provide molecular characterization of tight junction regulation.
| Materials and methods |
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YV was created by site-directed mutagenesis to create a premature stop codon (Stratagene). EGFP- and PA-GFP–tagged occludin were generated by PCR amplification and cloning of the coding region of human occludin (a gift from R.J. Mrsny, Cardiff University, Cardiff, UK) into KpnI–XbaI sites of pEGFP-C1 (Clontech Laboratories, Inc.) and PA-GFP (a gift from J. Lippincott-Schwartz, National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD) vectors in frame with EGFP or PA-GFP. EGFP–ZO-1 was generated by first inserting KpnI sites flanking the coding region of human ZO-1 (a gift from J. Anderson and A. Fanning, University of North Carolina at Chapel Hill, Chapel Hill, NC) and then cloning the coding region into the KpnI site of pEGFP-C1 in frame with EGFP. The integrity of all plasmids was verified by restriction digestion and direct sequencing.
FRAP and FLIP
MDCK cells were transfected and maintained as described previously (Shen and Turner, 2005) and were studied 3 d after confluence, except where otherwise indicated. Monolayers were transferred to bicarbonate-free HBSS supplemented with 15 mM Hepes, pH 7.4, at 37°C and mounted on a custom-designed temperature-controlled stage (Brook Industries) at 37°C for 30 min to allow equilibration. Confocal scanning light microscopy was performed by using a microscope system (TCS SP2 AOBS; Leica) with a 63x NA 1.40 oil immersion objective and a pinhole between 1 and 2 AU. EGFP fusion proteins were excited using the argon 488-nm laser line and emission gated between 490 and 530 nm. FRAP experiments were performed using the FRAP module of confocal software (Leica). A region of interest to be bleached was defined, and maximum laser power at the appropriate wavelength for an empirically determined number of iterations was used to bleach signals. Bleaching time was usually <10 s, resulting in bleaching throughout the full thickness of the tight junction. After bleaching, images were taken within the same focal plane at regular intervals (between 2 and 30 s) to monitor fluorescence recovery.
To test the continuity of different cellular pools of tight junction proteins, FLIP experiments were performed using the FLIP module of the confocal software. Observation and photobleaching were performed in the same scan for different regions of the scanning field. Continuous scanning was performed with no delay between scans for 5–15 min. For tight junction bleaching, a small area at the tight junction was continuously bleached at full laser power. For intracellular bleaching, a large area that encompasses
80% of the intracellular area at the tight junction level was continuously bleached at full laser power. In either case, the remainder of the field was observed using the laser at
10% power.
For inhibitor experiments, monolayers were treated with appropriate drugs in HBSS for 1 h before use. ATP depletion experiments were performed using glucose-free HBSS containing 2 mM 2-D-deoxy-glucose, 1 mM 2,4-dinitrophenol, and 10 mM NaN3 to inhibit ATP generation. MBCD was used at 5 mM.
Fluorescence quantification and data analysis
Time series of image files were opened and converted to multipage image files using Image J (National Institutes of Health). Image analyses were performed by using MetaMorph 7 (MDS Analytical Technologies). Regions of interest were drawn, and the mean fluorescence intensity of each region was logged for each time point. For small area FRAP experiments, regions of interest were drawn at the center of the bleach region, which occupies a fraction of the whole bleaching area.
For all FRAP experiments, mean fluorescence in bleached areas was corrected for observation bleaching using a distant area of the tight junction for reference. The corrected data were fit to the equation below, which assumes that recovery involves a single coefficient (Yguerabide et al., 1982):
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Computer simulation
A three-dimensional computer simulation was created to model the results of FRAP and FLIP experiments using the Virtual Cell biological modeling framework (www.vcell.org). Cells were modeled as cylinders with a diameter of 30 µm and a height of 10 µm to approximate the measured physical dimensions of MDCK cells in confluent monolayers. The tight junction was modeled as a 1-µm thick band. The model includes separate tight junction and extra tight junction membrane domains and an intracellular pool. A spatially defined laser was used to rapidly bleach 90% of fluorescent molecules within 1 s, and molecules diffused according to defined rate constants and spatial constraints. Simulations used 10-ms time steps with a spatial simulation mesh of 1 µm in the z axis and 0.6 µm in the xy axis. Fluorescent intensities were normalized to initial conditions. After assignment of different constants and restraints, only the location, duration, and intensity of the laser pulse were altered to simulate the various FRAP and FLIP experiments for each protein. The models used and data obtained can be accessed at http://vcell.org/applications/published%20_models.html.
TER measurements
MDCK cells were plated at confluent density on semipermeable supports (Corning). TER was measured after 3 d using electrodes with a voltohmeter (EVOM; World Precision Instruments).
Statistical analysis
All data are presented as mean ± SEM and represent at least three independent experiments. P-value was determined by two-tailed t test and was considered to be significant if P
0.05.
| Acknowledgments |
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This work was supported by National Institutes of Health grants R01DK061931 and R01DK068271 and by The University of Chicago Cancer Center grant P30 CA14599. Virtual Cell software is supported by the National Resource for Cell Analysis and Modeling.
Submitted: 30 November 2007
Accepted: 11 April 2008
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