Visual pattern recognition based on spatio-temporal patterns of retinal ganglion cells’ activities

Neural information is processed based on integrated activities of relevant neurons. Concerted population activity is one of the important ways for retinal ganglion cells to efficiently organize and process visual information. In the present study, the spike activities of bullfrog retinal ganglion cells in response to three different visual patterns (checker-board, vertical gratings and horizontal gratings) were recorded using multi-electrode arrays. A measurement of subsequence distribution discrepancy (MSDD) was applied to identify the spatio-temporal patterns of retinal ganglion cells' activities in response to different stimulation patterns. The results show that the population activity patterns were different in response to different stimulation patterns, such difference in activity pattern was consistently detectable even when visual adaptation occurred during repeated experimental trials. Therefore, the stimulus pattern can be reliably discriminated according to the spatio-temporal pattern of the neuronal activities calculated using the MSDD algorithm.     

Visual pattern discrimination by population retinal ganglion cells’ activities during natural movie stimulation

In the visual system, neurons often fire in synchrony, and it is believed that synchronous activities of group neurons are more efficient than single cell response in transmitting neural signals to down-stream neurons. However, whether dynamic natural stimuli are encoded by dynamic spatiotemporal firing patterns of synchronous group neurons still needs to be investigated. In this paper we recorded the activities of population ganglion cells in bullfrog retina in response to time-varying natural images (natural scene movie) using multi-electrode arrays. In response to some different brief section pairs of the movie, synchronous groups of retinal ganglion cells (RGCs) fired with similar but different spike events. We attempted to discriminate the movie sections based on temporal firing patterns of single cells and spatiotemporal firing patterns of the synchronous groups of RGCs characterized by a measurement of subsequence distribution discrepancy. The discrimination performance was assessed by a classification method based on Support Vector Machines. Our results show that different movie sections of the natural movie elicited reliable dynamic spatiotemporal activity patterns of the synchronous RGCs, which are more efficient in discriminating different movie sections than the temporal patterns of the single cells’ spike events. These results suggest that, during natural vision, the down-stream neurons may decode the visual information from the dynamic spatiotemporal patterns of the synchronous group of RGCs’ activities.     

Expression of the cystine-glutamate exchanger (xc −) in retinal ganglion cells and regulation by nitric oxide and oxidative stress

The cystine-glutamate exchanger, system x_c ⁻, mediates the Na⁺-independent exchange of cystine into cells, coupled to the efflux of intracellular glutamate. System x_c ⁻ plays a critical role in glutathione homeostasis. Early studies of brain suggested that system x_c ⁻ was present primarily in astrocytes but not neurons. More recent work indicates that certain brain neurons have an active system x_c ⁻. In the retina, system x_c ⁻ has been demonstrated in Müller and retinal pigment epithelial cells. We have recently suggested that two protein components of system x_c ⁻, xCT and 4F2hc, are present in ganglion cells of the intact retina. Here, we have used (1) molecular and immunohistochemical assays to determine whether system x_c ⁻ is present in primary ganglion cells isolated from neonatal mouse retinas and (2) functional assays to determine whether its activity is regulated by oxidative stress in a retinal ganglion cell line (RGC–5). Primary mouse ganglion cells and RGC–5 cells express xCT and 4F2hc. RGC–5 cells take up [³H]glutamate in the absence of Na⁺, and this uptake is blocked by known substrates of system x_c ⁻ (glutamate, cysteine, cystine, quisqualic acid). Treatment of RGC–5 cells with NO and reactive oxygen species donors leads to increased activity of system x_c ⁻ associated with an increase in the maximal velocity of the transporter with no significant change in the substrate affinity. This is the first report of system x_c ⁻ in primary retinal ganglion cells and RGC–5 cells. Oxidative stress upregulates this transport system in RGC–5 cells, and the process is associated with an increase in xCT mRNA and protein but no change in 4F2hc mRNA or protein. This work was supported by National Institutes of Health grants EY014560 and EY012830.     

Saved by the pulse? Separating the effects of total and temporal food abundance on the growth and reproduction of bumble bee microcolonies

The loss of flower-rich habitat in agricultural landscapes is a key factor contributing to bumble bee declines across Europe and North America. Yet, agricultural intensification has not only altered flower abundance in the landscape, but also affected when flowers are available during the season (e.g., mass-flowering crops). While we know that both total pollen and nectar as well as temporal availability can impact bumble bee colony success (growth and reproductive output), we have yet to understand how these two factors combined might manifest. We designed an experiment to decouple the effects of total food abundance and its temporal availability on bumble bee microcolony development by exposing them to either constant or pulsed food availability at a high and low ration level. Microcolonies provided constant, high-rations of food grew the most, while those fed variable, but high rations gained less mass over the course of the experiment. Regardless of the temporal presentation of food, microcolonies fed low rations gained little mass over the experiment. Reproductive output was greatest in microcolonies fed high rations, regardless of the temporal availability of food, while those given low rations produced on average 27% fewer drones. This study highlights the importance of food abundance for both colony growth and reproduction, regardless of how food is presented (e.g., constantly or in a pulse). Together, these results indicate that increasing total food abundance will have the greatest, positive impact on colony fitness.     

Isotope-dilution analysis of the effects of deoxyguanosine and deoxyadenosine on the incorpo?ation of thymidine and deoxycytidine by hydroxyurea-treated thymus cells

It is presumed that the dGTP and dATP needed for replicative DNA synthesis can be formed by way of either `salvage' pathways or biosynthesis de novo. This was examined by adding hydroxyurea to cultures of rat thymus cells to inhibit ribonucleoside diphosphate reductase, a key enzyme of the `de novo' pathway. Most of the inhibition of the incorporation of [Me-³H]thymidine and deoxy[5-³H]cytidine by low concentrations of hydroxyurea (100–500μm) was prevented by substrates of the salvage pathway (400μm-deoxyguanosine and, to a lesser extent, 200μm-deoxyadenosine). However, isotope-dilution studies indicated that the purine deoxyribonucleosides prevented inhibition by decreasing pyrimidine deoxyribonucleotide competitor pools. Evidence was obtained that a hydroxyurea-induced increase in the thymidine-competitor pool (probably dTTP) was prevented to an equal extent by deoxyguanosine and by the inhibitor of thymidylate synthase, deoxy-5-fluorouridine. These compounds had almost identical effects on hydroxyurea dose–response curves and on thymidine isotope-dilution plots. The evidence suggests that exogenous purine deoxyribonucleosides cannot prevent the inhibition by hydroxyurea of thymus-cell DNA synthesis. This could mean that, with respect to the metabolism of purine deoxyribonucleotides, ribonucleoside diphosphate reductase is tightly coupled to DNA polymerase in a multienzyme complex. The complex would not permit entry of exogenous metabolic intermediates into the `de novo' pathway, but would still be subject to the regulatory effects of these intermediates. Thus dGTP and dATP formed from exogenous purine deoxyribonucleosides by salvage pathways might deplete pyrimidine deoxyribonucleotide competitor pools by inhibiting relatively hydroxyurea-insensitive activities of ribonucleoside diphosphate reductase.     

Synergistic anti-inflammatory effects of silibinin and thymol combination on LPS-induced RAW264.7 cells by inhibition of NF-κB and MAPK activation

BackgroundCombination drug therapy has become an effective strategy for inflammation control. The anti‑inflammatory capacities of silibinin and thymol have each been investigated on its own, but little is known about the synergistic anti-inflammatory effects of these two compounds.PurposeThis study aims to investigate the synergistic anti-inflammatory effects of silibinin and thymol when administered in combination to lipopolysaccharide (LPS)-induced RAW264.7 cells.MethodsRAW264.7 cells were pre-treated with silibinin and thymol individually or in combination for 2 h before LPS stimulation. Cell viability was detected by the MTT assay. Nitric oxide (NO) production was measured by Griess reagent. Reactive oxygen species (ROS) was evaluated by 2’,7’-dichlorofluorescein-diacetate. ELISA was used to detect tumour necrosis factor-α (TNF-α), and interleukin-6 (IL-6). Western blot was performed to analyse the protein expression of LPS-induced RAW264.7 cells.ResultsWe observed a synergistic anti-inflammatory effect of silibinin and thymol when administered in combination to LPS-induced RAW264.7 cells. Silibinin combined with thymol (40 μM and 120 μM respectively, with the molar ratio 1:3) had more potent effects on the inhibition of NO, TNF-α, and IL-6 than those exerted by individual administration of these compounds in LPS-induced RAW264.7 cells. The combination of silibinin and thymol (40 μM and 120 μM respectively, with the molar ratio 1:3) strongly inhibited ROS and cyclooxygenase-2 (COX-2). More importantly, the combination of silibinin and thymol (40 μM and 120 μM respectively, with the molar ratio 1:3) was also successful in inhibiting nuclear factor-κB (NF-κB) and mitogen-activated protein kinase (MAPK) activities. Our results suggest that the synergistic anti-inflammatory effects of silibinin with thymol were associated with the inhibition of NF-κB and MAPK signalling pathways.ConclusionThe combination of silibinin and thymol (40 μM and 120 μM, respectively, with the molar ratio 1:3) could inhibit inflammation by suppressing NF-κB and MAPK signalling pathways in LPS-induced RAW264.7 cells.     

Different effects on cell proliferation and migration abilities of endothelial cells by LPA₁ and LPA₃ in mammary tumor FM3A cells

Lysophosphatidic acid (LPA) receptors belong to G protein-coupled transmembrane receptors and mediate a variety of cellular responses through the binding of LPA. So far, six types of LPA receptors (LPA receptor-1 (LPA?) to LPA?) have been identified. Recently, it has been demonstrated that each LPA receptor has opposite effects on malignant property of cancer cells. In this study, to evaluate an involvement of LPA receptors on angiogenic process in mammary tumor cells, we generated Lpar1- and Lpar3-expressing (FM3A-a1 and FM3A-a3A9, respectively) cells from FM3A cells, and investigated the effects on cell proliferation and migration abilities of endothelial F-2 cells by those cells. In Vegf-A and Vegf-C genes, FM3A-a1 cells indicated high expression and FM3A-a3A9 cells showed low expression, compared with control cells. When F-2 cells were cultured with a supernatant from FM3A-a1 cells, the cell growth rate and migration ability of F-2 cells was significantly higher than control cells. By contrast, a supernatant from FM3A-a3A9 cells significantly inhibited those abilities of F-2 cells. These results suggest that LPA? and LPA? may play opposite roles on the regulation of endothelial cells in mouse mammary tumor FM3A cells.     

Overexpression of 27-kDa heat-shock protein in MCF-7 breast cancer cells: effects on lymphocyte-mediated killing by natural killer and γδ T cells

Overexpression of the heat-shock protein hsp27 protein in primary breast cancers has been associated with early relapse in women with breast cancer. This study was designed to determine the role of the hsp27 protein in lymphocyte recognition of estrogen-receptor(ER)-positive breast cancer cells and to assess the effect of hsp27 expression on lymphocyte-mediated lysis. The hsp27 cDNA was inserted into the pHbAPr-1-neo plasmid expression vector and driven by the constitutive actin promoter. The ER-positive MCF-7 human breast cancer cell line was then transfected with this vector and the resulting clonal cell lines were confirmed to overexpress hsp27. hsp27-transfected clonal cell lines stimulated the proliferation of fresh peripheral blood lymphocytes (PBL) significantly better than control cells transfected with the expression vector alone. When clonal T cell lines were utilized as effectors, hsp27-transfected cell lines were significantly better targets for lysis than a control-transfected MCF-7 cell line. In contrast, hsp27-transfected cell lines had no increase in susceptibility to lymphokine-activated-killer- or natural-killer-mediated lysis. These results suggest that overexpression of the hsp27 protein in ER-positive MCF-7 cells stimulated the proliferation of fresh PBL and the lysis of MCF-7 cells by T cell clones.     

The effects of image reconstruction algorithms on topographic characteristics,diagnostic performance and clinical correlation of metabolic brain networks in Parkinson’s disease

PurposeThe purpose of this study was to evaluate the effects of different image reconstruction algorithms on topographic characteristics and diagnostic performance of the Parkinson’s disease related pattern (PDRP).MethodsFDG-PET brain scans of 20 Parkinson’s disease (PD) patients and 20 normal controls (NC) were reconstructed with six different algorithms in order to derive six versions of PDRP. Additional scans of 20 PD, 25 atypical parkinsonism (AP) patients and 20 NC subjects were used for validation. PDRP versions were compared by assessing differences in topographies, individual subject scores and correlations with patient’s clinical ratings. Discrimination of PD from NC and AP subjects was evaluated across cohorts.ResultsThe region weights of the six PDRPs highly correlated (R ≥ 0.991; p < 0.0001). All PDRPs’ expressions were significantly elevated in PD relative to NC and AP subjects (p < 0.0001) and correlated with clinical ratings (R ≥ 0.47; p < 0.05). Subject scores of the six PDRPs highly correlated within each of individual healthy and parkinsonian groups (R ≥ 0.972, p < 0.0001) and were consistent across the algorithms when using the same reconstruction methods in PDRP derivation and validation. However, when derivation and validation reconstruction algorithms differed, subject scores were notably lower compared to the reference PDRP, in all subject groups.ConclusionPDRP proves to be highly reproducible across FDG-PET image reconstruction algorithms in topography, ability to differentiate PD from NC and AP subjects and clinical correlation. When calculating PDRP scores in scans that have different reconstruction algorithms and imaging systems from those used for PDRP derivation, a calibration with NC subjects is advisable.     

The effects of 1α,25-dihydroxyvitamin D3 on matrix metalloproteinase and prostaglandin E2 production by cells of the rheumatoid lesion

The biologically active metabolite of vitamin D₃, 1α,25-dihydroxyvitamin D₃ [1α,25(OH)₂D₃], acts through vitamin D receptors, which were found in rheumatoid tissues in the present study. IL-1β-activated rheumatoid synovial fibroblasts and human articular chondrocytes were shown to respond differently to exposure to 1α,25(OH)₂D₃, which has different effects on the regulatory pathways of specific matrix metalloproteinases and prostaglandin E₂.     

Kinetic study on the effects of intracellular K++ and Na++ on Na++, K++, Cl+− cotransport of HeLa cells by Rb++ influx determination

Summary The effects of intracellular K⁺ and Na⁺ (K⁺ c, Na⁺ c) on the Na⁺,K⁺,Cl^+– cotransport pathway of HeLa cells were studied by measuring ouabain-insensitive, furosemide-sensitive Rb⁺ influx (JRb) at various intracellular concentrations of K⁺ and Na⁺ ([K⁺]c, [Na⁺]c). When [K⁺]c was increased and [Na⁺]c was decreased, keeping the sums of their concentrations almost constant, JRb as a function of the extracellular Rb⁺ or Na⁺ concentration ([Rb⁺]e, [Na⁺]e) was stimulated. However, the apparent K _0.5 for Rb⁺ e or Na⁺ e remained unchanged and the ratio of the apparent K ^+0.5 for K⁺ c and the apparent K _i for Na⁺ c was larger than 1. When JRb was increased by hypertonicity by addition of 200 mM mannitol, the apparent maximum JRb increased without change in the apparent K _0.5 for Rb⁺ e. These results show that K⁺ c stimulates and Na⁺ c inhibits JRb, without change in the affinities of the pathway for Rb⁺ e and Na⁺ e. The affinity for K⁺ c is slightly lower than that for Na⁺ c. Hypertonicity enhances JRb without any change in the affinity for Rb⁺ e. We derived a kinetic equation for JRb with respect to K⁺ c and Na⁺ c and proposed a general and a special model of the pathway. The special model suggests that, in HeLa cells, JRb takes place when Rb⁺ e binds to the external K⁺ binding site of the pathway after the binding of K⁺ c to the internal regulatory site.We thank Mr. T. Masuya for technical assistance. This study was supported in part by a Grant-in-Aid for Scientific Research on Priority Areas (No. 03202136) from the Japanese Ministry of Education, Science and Culture.     

Differential effects of foods traditionally regarded as ‘heating’ and ‘cooling’ on prostaglandin E2 production by a macrophage cell line

Some components of natural foods may enhance or inhibit prostaglandin formation and potentially affect the inflammation condition. A macrophage cell line, RAW264.7, was employed to examine the effects of foods traditionally regarded as heating or cooling on the production of PGE₂, a well-known proinflammatory mediator. Foods traditionally regarded as heating (litchi, longan, and dried longan) or cooling (chrysanthemum flower, bitter gourd, and lotus seed plumule) were extracted sequentially with water and ethyl acetate. The water extracts (WE) and ethyl acetate extracts (EAE) were applied to RAW264.7 macrophages in the presence or absence of LPS (lipopolysaccharide). In the absence of LPS, the WEs from the heating foods, litchi, longan, or dried longan had a dose-dependent enhancing effect on PGE₂ production, with respective EC₅₀s of 8.4, 16, and 11 mg/ml. This effect was accompanied by significant induction of COX-2 protein expression, as shown by Western blot analysis. In contrast, LPS-induced PGE₂ production was inhibited in a dose-dependent manner by the WEs of the cooling foods, chrysanthemum flower, bitter gourd, and lotus seed plumule, with respective IC₅₀s of 0.6, 0.13, and 0.08 mg/ml. At the concentrations tested, none of the EAEs had any effect on basal PGE₂ production, while LPS-induced PGE₂ production was inhibited or increased by the EAE from bitter gourd and longan, respectively. Water-soluble extracts of foods traditionally regarded as heating enhanced basal PGE₂ production, while those from cooling foods significantly inhibited LPS-induced PGE₂ production by the macrophage cell line. This subject merits further study to determine whether appropriate food selection may help patients suffering from chronic inflammatory conditions.     

Exogenous gibberellic acid increases the fruit weight of ‘Comte de Paris’ pineapple by enlarging flesh cells without negative effects on fruit quality

In mainland China, the most popular pineapple cultivar is ‘Comte de Paris’. Gibberellic acids have been widely applied to enhance fruit growth in various species. To evaluate the effect of gibberellic acid (GA₃) on ‘Comte de Paris’ pineapple production and quality, pineapple fruits were sprayed with GA₃ at concentrations of 5, 20, 50, or 100 mg l⁻¹ at both 0 and 15 days after flowering (DAF). Fruits were sampled every 15 days from 0 to 60 DAF (maturation) for flow cytometric analysis and histological observation. The results showed that the treatments with the three highest concentrations of GA₃ significantly increased fruit weight, and the most effective concentration was 50 mg l⁻¹ GA₃, which increased the flesh weight by 20.3% compared to the control. Although treatment with GA₃ had little effect on the total soluble solids and fruit juice pH, it increased the vitamin C content. Although flow cytometric analysis showed that the 50 mg l⁻¹ GA₃ treatment had only a slight impact on the number of S phase cells, histological observations indicated that the increase of fruit volume and flesh weight under this GA₃ treatment was not due to the increase of cell number but a result of the increase of cell area in the fruit flesh.     

A comparative study of cytotoxic, membrane and DNA damaging effects of Origanum majorana’s essential oil and its oxygenated monoterpene component linalool on parental and epirubicin-resistant H1299 cells

In this study, cytotoxic, membrane and DNA damaging effects of the essential oil from Origanum majorana and its oxygenated monoterpene component linalool were tested on parental and epirubicin-resistant (drug-resistant) human lung cancer cell lines (H1299). Essential oil’s and linalool’s cytotoxicities were examined and parental cells were found more sensitive to the essential oil’s and linalool’s cytotoxicities than drug-resistant cells. O. majorana essential oil had more effective membrane damaging effect than linalool on parental cells, while in drug-resistant H1299 cells, linalool had more effective membrane damaging effect than the essential oil. O. majorana essential oil possessed more effective DNA damaging effect than linalool on both parental and drug-resistant cells. The conclusions from this study suggest that O. majorana essential oil and linalool exhibit cytotoxic, membrane and DNA damaging effects. They thus need further investigation as potential therapeutic agents for human lung cancer.     

In vitro effects of estradiol-17β, monobutyl phthalate and mono-(2-ethylhexyl) phthalate on the secretion of testosterone and insulin-like peptide 3 by interstitial cells of scrotal and retained testes in dogs

The objective was to determine the effects of estradiol-17β, monobutyl phthalate (MBP) and mono-(2-ethylhexyl) phthalate (MEHP) on testosterone and insulin-like peptide 3 (INSL3) secretions in cultured testicular interstitial cells isolated (enzymatic dispersion) from scrotal and retained testes of small-breed dogs. Suspension cultures were treated with estradiol-17β (0, 10, and 100 ng/mL), MBP (0, 0.8, and 8 mmol/L) or MEHP (0, 0.2, and 0.8 mmol/L) for 18 h, in the presence or absence of 0.1 IU/mL hCG. Testosterone (both basal and hCG-induced) and INSL3 (basal) concentrations were measured in spent medium. Effects of estradiol-17β, MBP, and MEHP on testosterone and INSL3 secretions were not affected (P > 0.15) by cell source (scrotal versus retained testis); therefore, data were combined and analyzed, and outcomes reported as percentage relative to the control. In testicular interstitial cells, basal testosterone secretion was increased (P < 0.01) by 100 ng/mL estradiol-17β (130.2 ± 10.6% of control). Among phthalates, 0.2 and 0.8 mmol/L MEHP stimulated (P < 0.01) basal testosterone secretion (135.5 ± 8.3% and 154.6 ± 12.9%, respectively). However, hCG-induced testosterone secretion was inhibited (P < 0.01) by 8 mmol/L MBP (67.7 ± 6.0%), and tended to be inhibited (P = 0.056) by 0.8 mmol/L MEHP (84.5 ± 5.6%). Basal INSL3 secretion was inhibited (P < 0.01) by 8 mmol/L MBP (73.6 ± 6.8%) and 0.8 mmol/L MEHP (76.9 ± 11.3%). In conclusion, we inferred that estradiol-17β and certain phthalate monoesters had direct effects on secretions of testosterone and INSL3 in canine testicular interstitial cells, with no significant difference between scrotal and retained testes.     

Reversal effects of pantoprazole on multidrug resistance in human gastric adenocarcinoma cells by down-regulating the V-ATPases/mTOR/HIF-1α/P-gp and MRP1 signaling pathway in vitro and in vivo

To investigate reversal effects of pantoprazole (PPZ) on multidrug resistance (MDR) in human gastric adenocarcinoma cells in vivo and in vitro. Human gastric adenocarcinoma cell SGC7901 was cultured in RPMI‐1640 medium supplemented with 10% fetal bovine serum and antibiotics in a humidified 5% CO₂ atmosphere at 37°C. Adriamycin (ADR)‐resistant cells were cultured with addition of 0.8 µg/ml of ADR maintaining MDR phenotype. ADR was used to calculate ADR releasing index; CCK‐8 Assay was performed to evaluate the cytotoxicity of anti‐tumor drugs; BCECF‐AM pH‐sensitive fluorescent probe was used to measure intracellular pH (pHi) value of cells, whereas pH value of medium was considered as extracellular pH (pHe) value; Western blotting and immunofluorescent staining analyses were employed to determine protein expressions and intracellular distributions of vacuolar H⁺‐ATPases (V‐ATPases), mTOR, HIF‐1α, P‐glycoprotein (P‐gp), and multidrug resistant protein 1 (MRP1); SGC7901 and SGC7901/ADR cells were inoculated in athymic nude mice. Thereafter, effects of ADR with or without PPZ pretreatment were compared by determining the tumor size and weight, apoptotic cells in tumor tissues were detected by TUNEL assay. At concentrations greater than 20 µg/ml, PPZ pretreatment reduced ADR releasing index and significantly enhanced intracellular ADR concentration of SGC7901 (P < 0.01). Similarly, PPZ pretreatment significantly decreased ADR releasing index of SGC7901/ADR dose‐dependently (P < 0.01). PPZ pretreatment also decreased cell viabilities of SGG7901 and SGC7901/ADR dose‐dependently. After 24‐h PPZ pretreatment, administration of chemotherapeutic agents demonstrated maximal cytotoxic effects on SGC7901 and SGC7901/ADR cells (P < 0.05). The resistance index in PPZ pretreatment group was significantly lower than that in non‐PPZ pretreatment group (3.71 vs. 14.80). PPZ at concentration >10 µg/ml significantly decreased pHi in SGC7901 and SGC7901/ADR cells and diminished or reversed transmembrane pH gradient (P < 0.05). PPZ pretreatment also significantly inhibited protein expressions of V‐ATPases, mTOR, HIF‐1α, P‐gp, and MRP1, and alter intracellular expressions in parent and ADR‐resistant cells (P < 0.05). In vivo experiments further confirmed that PPZ pretreatment could enhance anti‐tumor effects of ADR on xenografted tumor of nude mice and also improve the apoptotic index in xenografted tumor tissues. PPZ pretreatment enhances the cytotoxic effects of anti‐tumor drugs on SGC7901 and reverse MDR of SGC7901/ADR by downregulating the V‐ATPases/mTOR/HIF‐1α/P‐gp and MRP1 signaling pathway. J. Cell. Biochem. 113: 2474–2487, 2012. © 2012 Wiley Periodicals, Inc.