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CELLULAR AND MOLECULAR
Veterans Medical Research Foundation and Veterans Affairs San Diego Healthcare System, San Diego, California (B.L., N.J.G.W.); Department of Medicine, University of California, San Diego, La Jolla, California (N.J.G.W.); and the Department of Chemistry, University of California, Riverside, California (M.C.P., L.D., Z.L., Y.L.)
Received December 1, 2006; accepted April 25, 2007.
| Abstract |
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30% of cultured hippocampal neurons expressing p75 but lacking the cognate Trk receptor (Friedman, 2000
Preclinical and clinical findings suggest that neurotrophins are a promising therapy for peripheral neuropathies (McMahon and Priestly, 1995
) and neurodegenerative diseases, such as Alzheimer's (Sivanathan and Leavitt, 2005; Tuszynski et al., 2005
) and Parkinson's disease (Shimoke and Chiba, 2001
). However, neurotrophins do not make good drug candidates because of their poor pharmacokinetic behavior and bioavailability at the desired targets. One of the major hurdles for neurotrophin therapy is the lack of passage of peptide hormones across the blood-brain barrier (Thorne and Frey, 2001
; Miller, 2002
). Peripheral administration of peptide hormones only leads to a small increase in their intracerebral concentration. This has necessitated complicated methods of delivery such as via the olfactory neural pathway (Chen et al., 1998
), ex vivo gene therapy by intracranial injection of NGF-expressing fibroblasts (Tuszynski et al., 2002
), or placement of indwelling catheters to allow neurotrophin infusion. Therefore, much effort has been devoted to the search for nonpeptidyl small molecule neurotrophin mimics, which elicit the desired neuroregenerative responses of neurotrophins (Saragovi and Gehring, 2000
; Dago et al., 2002
).
Asterriquinones are naturally occurring bis-indolyl-dihydroxyquinones that activate tyrosine kinase receptors. They were originally identified as activators of the insulin receptor (Zhang et al., 1999
; Liu et al., 2000
). The molecules are small and readily cell-permeable, and they act directly on the receptor tyrosine kinase domain, although the mechanism is not known (Zhang et al., 1999
). The original compound demethylasterriquinone-B1 (DAQ-B1) was demonstrated to cross the blood-brain barrier, and, in a separate study, it was shown to activate the NGF receptor, although it was toxic to neurons (Wilkie et al., 2001
; Air et al., 2002
). Therefore, we hypothesized that similar compounds could potentially activate signaling in the central nervous system and be used as oral NGF activators for neurotrophin therapy. These compounds would have the additional, very important advantage that by targeting the kinase domain of TrkA, it may be possible to avoid deleterious effects due to the activation of the p75NTR receptor, which lacks the tyrosine kinase domain. In this study, we used DAQ-B1 as a lead compound and screened a library of closely related structures to identify nontoxic and specific NGF receptor activators that have neuroprotective properties.
| Materials and Methods |
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(SC-711) and horseradish peroxidase-linked anti-rabbit or anti-mouse antibodies were purchased from Santa Cruz Biotechnology, Inc. (Santa Cruz, CA). Anti-phosphotyrosine (PY20) antibodies were from BD Biosciences Transduction Laboratories (San Diego, CA). The p13suc1 agarose conjugate was purchased from Upstate Biotechnology (Lake Placid, NY). PP1 was from Alexis Laboratories (San Diego, CA). Cell culture medium and fetal bovine and horse serum were purchased from Invitrogen (Carlsbad, CA). 2.5S NGF was purchased from Roche (Pleasanton, CA). All other reagents were purchased from either Sigma-Aldrich (St. Louis, MO) or Fisher Scientific (Pittsburgh, PA).
Cell Culture. PC12 cells were grown in Ham's F-12K medium supplemented with 5% fetal bovine serum and 15% horse serum and antibiotics at 37 °C in a 5% CO2 environment. PC12-TrkA (clone624) cells were grown in Dulbecco's modified Eagle's medium (4.5 g/l glucose) medium supplemented with 10% fetal bovine serum and 2.5% horse serum and 200 µg/ml Geneticin (G-418; Invitrogen) and antibiotics at 37 °C in a 7.5% CO2 environment. CHO-TrkA (clone77) cells and CHO-IR
cells were grown in Ham's F-12 medium supplemented with 10% fetal bovine serum and 500 µg/ml G-418 and antibiotics at 37 °C in a 7.5% CO2 environment. NIH3T3-TrkA, TrkB, and TrkC cells were grown in Dulbecco's modified Eagle's medium (4.5 g/l glucose) medium supplemented with 10% bovine calf serum and 200 µg/ml G-418 and antibiotics at 37 °C in a 5% CO2 environment.
A 96-Well ELISA for Library Screening. CHO-TrkA cells (1 x 104/well) were rendered quiescent by serum starvation in Ham's F-12 plus 0.1% bovine serum albumin for 48 h in 96-well plates and then stimulated with compounds for 10 min at 37 °C. Compounds were dissolved in dimethyl sulfoxide and used at a final concentration of 30 µM in Krebs-Ringer phosphate-HEPES supplemented with 200 µg/ml ascorbic acid. Control wells received 100 ng/ml 2.5S NGF or dimethyl sulfoxide vehicle. Each treatment was performed in triplicate. Cells were lysed with 50 µl of modified radioimmunoprecipitation assay buffer (30 mM Tris, pH 7.5, 150 mM NaCl, 0.5% deoxycholate, 10 mM EDTA, 0.1% SDS, 1 mM Na3VO4, 160 mM NaF, 1% Triton X-100, 1 mM phenylmethylsulfonyl fluoride, and 1 µM leupeptin) for 20 min, and then the whole extract (50 µl) was transferred to a microtiter plate coated with anti-phosphotyrosine antibody PY20. The extract was incubated on the plate overnight at 4 °C, and then the captured proteins were washed with 0.1% Tween 20-phosphate-buffered saline buffer three times. The immobilized proteins were probed with anti-TrkA antibodies and detected by anti-rabbit-IgG-horseradish peroxidase using a colorimetric assay with tetramethylbenzidine as substrate. The data are presented as percentage of activity relative to the 100 ng/ml NGF.
Western Blotting. Cells (1 x 106/well) were starved for 48 h in six-well plates, and then they were stimulated with compounds or NGF for 10 min, washed with ice-cold phosphate-buffered saline, lysed with 100 µl of SDS sample buffer (50 mM Tris, pH 6.8, 10% glycerol, 2% SDS, 0.005% bromphenol blue, and 100 mM dithiothreitol), boiled for 10 min to denature proteins, and sonicated for 15 min to shear the chromosomal DNA. Equal volumes (30 µl) of lysate were separated by SDS-polyacrylamide gel electrophoresis on 7.5% gels, and they were electrotransferred to polyvinylidene difluoride membranes (Immobilon-P; Millipore Corporation, Bedford, MA). The membranes were blocked with 5% nonfat dried milk in TBS-Tween (50 mM Tris-HCl, pH 7.4, 150 mM NaCl, and 0.1% Tween 20) for 60 min at room temperature. Blots were incubated with primary antibodies in blocking buffer overnight at 4 °C, washed three times in TBS-Tween, and then they were incubated with horseradish peroxidase-linked secondary antibodies followed by chemiluminescent detection. Anti-phospho-TrkA (Tyr490), anti-phospho-TrkA (Tyr674/675), anti-phospho-Akt (Ser473), anti-phospho-ERK1 (Tyr204), and anti-phosphotyrosine (PY20) antibodies were used at a dilution of 1:1000. To verify protein loading, the polyvinylidene difluoride membranes were immediately stripped with stripping buffer (0.5 M NaCl and 0.5 M acetic acid) for 30 min at room temperature. The membrane was then washed once for 10 min in TBS-Tween, reblocked, and blotted with antibodies to internal control protein-ERK1. The intensities of the bands were quantified using National Institutes of Health ImageJ (http://rsb.info.nih.gov/ij/) with an Agfa Arcus II scanner (Agfa-Gevaert, Montsel, Belgium).
Cell Viability. After the cells (5 x 104/well) were cultured for 72 h with increasing concentrations of compounds (3, 10, 30, and 100 µM), the number of viable cells was determined with the MTS nonradioactive cell proliferation assay as recommended by the manufacturer (Promega, Madison, WI). In brief, 20 µl of freshly prepared MTS/phenazine methosulfate solution was added to each well, and the absorbance at 490 nm was recorded after incubating at 37 °C in the humidified 5% CO2 chamber for 1 to 4 h.
PC12 Survival Assay. Estimation of the survival of differentiated PC12 cells, deprived of serum and NGF, was carried out as described previously (Gronborg et al., 1999
) with minor modifications. In brief, 1 x 104 PC12 cells were seeded in each well of a 96-well plate and differentiated in the presence of serum and 100 ng/ml 2.5S NGF for 7 days. The medium was replaced with serum-free Ham's F-12K medium (SFM) supplemented with compounds at the indicated concentrations. NGF (100 ng/ml) was included as a positive control. The number of viable cells was evaluated at 24, 48, and 72 h by measurement of the ability of the cells to reduce the tetrazolium compound MTS (Promega) according to instructions given by the manufacturer.
Stimulation of Neurite Outgrowth in PC12 Cells. PC12 cells were seeded in poly-L-lysine-coated six-well plates (2 x 105/well) in growth medium. The next day, cells were stimulated with 5E5, NGF, 5E5 plus NGF in normal medium for 4 days, changing medium with treatments every 2 days. For each well, approximately 10 images were acquired randomly by scanning the wells from left to right and top to bottom. For calculation of percentage of neurite-bearing cells, cells were considered to be neurite-bearing when the neurite length is >1.5x cell body diameter (Morooka and Nishida, 1998
). For neurite length measurements, the lengths of the individual neurites for each cell were measured using the ImageJ software. Length was defined as the straight-line distance from the tip of the neurite to the junction between the cell body and neurite base. In branched neurites, the length of the longest branch was measured from the tip of the neurite to the cell body, and then each branch was measured from the tip of the neurite to the neurite branch point (Schmidt et al., 1997
). In each instance, eight random fields (100x) were scored (total of 1500 cells) for neurite outgrowth.
Quantitative Structure-Activity Relationship Studies. Using the TSAR 3.0 suite of programs (Accelrys, San Diego, CA), QSAR studies were performed on the original data set of 334-molecule asterriquinone library and 62-molecule mono-indolyl-quinone library. For the asterriquinone library, 14 substituents on the core indolequinone structure of DAQ-B1 were considered (Fig. 2A). Thirteen independent variables for each substituent were incorporated into the initial QSAR model, including molecular refractivity (aromatic), Verloop steric parameters (L, B1, B2, B3, and B4), molecular mass, molecular surface area, molecular volume, ellipsoidal volume, Moriguchi octanol-water partition coefficient, Weiner coefficient (Kovatcheva et al., 2003
). We also included six whole-molecule descriptors, including molecular mass, molecular volume, ellipsoidal volume, total dipole moment, log P, and molecular refractivity. Due to the rotational symmetry of the parent molecule (the indoles are equivalent), the library was numbered in both directions and combined. For the mono-indolyl-quinone library, eight substituents were considered. Twenty-five initial independent variables were considered for each substituent, including PI (aromatic), MR (aromatic), Swain and Lupton F, Swain and Lupton R, Sigma Meta, Sigma Para, Taft ES, Verloop steric parameters (L, B1, B2, B3, B4, and B5), molecular mass, molecular surface area, molecular volume, moment of inertia (size 1, 2, 3; length 1, 2, 3), ellipsoidal volume, Moriguchi octanol-water partition coefficient, and Weiner coefficient. Since the monoquinone library was much smaller than the asterriquinone library, we used data reduction techniques to eliminate variables with high correlation. Correlation coefficients were generated between all potential variables. Variables with correlation coefficients greater than 0.90 were considered redundant, and all but one were eliminated. This data reduction resulted in 45 variables with reduced collinearity.
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Multiple regression models were generated using F-stepping. Initially, models were limited to linear regression. Leave-out-groups-of-three cross-validation with varied random selections was used to test predictive power [r2(CV)]. The F-enter and F-leave parameters were systematically varied to optimize the model without including too many parameters. Partial F values were inspected to look for obvious cut-offs. After running linear regression models, the models were rerun but allowing the parameters to vary up to the fourth power. The predicted values were correlated against the empirical values.
Statistical Analysis. Biological data were analyzed by analysis of variance or t test in Microsoft Excel 2000 (Microsoft, Redmond, WA). Results are presented as mean and standard deviation or stand error. A two-tailed P value < 0.05 was considered significant.
| Results |
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We also tested 62 mono-indolyl-quinone intermediates against TrkA (Pirrung et al., 2005a
). The generic structure is shown in Fig. 2D. Many of the mono-indolyl-quinones also activated TrkA (Supplemental Material 2), and we used QSAR to model the activity of the mono-indolyl-quinones. Eight positions of substitution were considered. Due to the smaller number of compounds in this library, we could not use all 200 substituent variables for the QSAR modeling. Therefore, we used a data reduction method to eliminate variables that are highly correlated, resulting in 45 final variables with reduced colinearity. The forward feed neural network model explained approximately 46% of the variance in activity (r2 = 0.46) (Fig. 2E). The best RMS fit was 0.038 after 1351 cycles of training compared with the test RMS fit of 0.22, indicating reasonable predictive power. The major dependencies were analyzed. The PI on substituent 7 and molecular refractivity and
p on substituent 6 showed the greatest dependencies (Supplemental Material 3). The data were also modeled using multiple regression analysis. The 45 independent variables were considered, and 10 variables were included in the final linear regression model using F-test stepping (F to enter = 1; F to leave = 1). Cross-validation by leaving out each of three groups in turn was performed to test predictive power. The resulting model for TrkA activation shows a high correlation (r = 0.90) between predicted and measured activity and explains 80% of the variance in the data, and it is very predictive [r2(CV) = 1] (Fig. 2F). The significant individual terms include PI on substituent 7, Swain and Lupton R on substituent 5, molecular mass or Taft ES on substituent 4, and Weiner coefficient on substituent 6 (Supplemental Material 4). The results of the modeling of monoquinone activation data are shown in schematic form in Fig. 2H. These models point to the 4, 5, and 6 substituents on the indole ring and the 7 substituent on the quinone ring being important for mono-indolyl-quinone activation of TrkA.
Screening Combinatorial Libraries for Toxicity. We also measured the toxicity of the library compounds against CHO-TrkA cells using MTS nonradioactive cell proliferation assay to measure cell viability (Supplemental Material 1 and 2). Increasing concentrations of each compound were tested (3, 10, 30, and 100 µM). Many compounds showed a dose-dependent toxicity with decreased cell viability. The 4-point dose-response curves were used to calculate IC50 values. Compounds that did not show dose-dependent cytotoxicity over the concentration range tested were arbitrarily assigned IC50 values of 300 µM. Activation of TrkA did not correlate with IC50 for toxicity or cell viability at 100 µM compound, demonstrating that the toxicity is not activity dependent (Fig. 3, A and B).
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Similar QSAR models were generated for the mono-indolyl-quinone library using the reduced set of 45 parameters. The resulting neural network had a best RMS fit of 0.148 after 849 cycles of training and showed a good correlation (r2 = 0.47) (Fig. 3E). As we had observed for the asterriquinone library, analysis of the dependencies did not reveal any dominant variables in this model. Multiple linear regression analysis generated a model containing 14 variables and showed good predictive power [r2 = 0.69, r2(CV) = 1] (Fig. 3F). The most significant individual terms in this model are PI on substituent 7, Verloop L steric parameter or Taft ES on substituent 6, and
p on substituent 5 (Supplemental Material 4). The results of modeling the monoquinone cell viability data are shown schematically in Fig. 3G.
Selection of TrkA Activators and Confirmation of Activity. We selected 1H5 from the asterriquinone library and another compound, 5E5, from the mono-indolyl-quinone library for further study based on good NGF activator activity and low toxicity. 1H5 contains a chlorine substitution on one indole group and a cyclopropyl group on the other indole (Fig. 4A). The latter group is particularly interesting because it would be predicted to force the indole and the quinone rings to be orthogonal due to steric hindrance (Fig. 4B). The monoquinone 5E5 contains a fluorine substitution at the 7-position of the indole ring and 2-methoxy substitutions on the quinone ring (Fig. 4A). The 2-methoxy groups on the quinone ring increases the dihedral angle between the indole and quinone similar to the 2-substitution on the indole (Fig. 4C). The ability of these two compounds to activate TrkA is shown in Fig. 4D. 1H5 has approximately 50% the effect of NGF, whereas 5E5 has approximately 200% the effect of a maximal dose of NGF. The dose-dependent cytotoxicity of these compounds is shown in Fig. 4E. The IC50 for the original compound DAQ-B1 is 5 µM. The monoquinone 5E5 is less toxic with an IC50 of 29 µM. The asterriquinone1H5 was nontoxic up to 30 µM, but it started to show toxicity at 100 µM.
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The Asterriquinone 1H5 Can Protect Differentiated PC12 Neurons from Apoptosis Induced by NGF and Serum Withdrawal. We used PC12 pheochromocytoma cells to test the neurotrophic properties of the selected compounds. These cells undergo NGF-dependent neuronal differentiation, and the differentiated neurons require NGF for continued cell survival. The ability of the asterriquinone 1H5 to activate TrkA in these cells was confirmed by immunoblotting with antibodies to specific tyrosine phosphorylation sites. 1H5 caused a dose-dependent increase in phosphorylation of tyrosine 490 on TrkA and also activated ERK and Akt downstream of the receptor (Fig. 5A). We used PC12 cells that stably express TrkA to maximize our ability to detect TrkA activation. The activator activity in PC12-TrkA cells (45% the activity of 100 ng/ml NGF at 30 µM) was similar to the CHO-TrkA cells used for the library screen. Similar results were obtained in the parental PC12 cells (data not shown). To determine whether activator-induced TrkA activation was capable of stimulating a neurotrophic biological response, the asterriquinone 1H5 was tested in a neuronal survival assay. Briefly, the parental PC12 cells were differentiated in complete medium with 100 ng/ml NGF for 7 days, and then the cells were changed to SFM with or without TrkA activators. Cell viability was determined at 24, 48, and 72 h using the mitochondrial dye MTS (Fig. 5B). At 72 h, viability was 31 ± 6% in control PC12 cells, 42 ± 5% in cells treated with 30 µM 1H5, and 70 ± 4% in cells treated with 100 ng/ml NGF alone. Data are presented as percentage of the positive control cells treated with 100 ng/ml NGF in complete medium. Cell survival was not improved at 100 µM, because the activators start to be cytotoxic at that dose (data not shown). Under the microscope, most of the negative control cells (SFM only) showed multiple apoptotic figures, broken cells, and cellular debris. Treatment with NGF preserved cell morphology, and neurites can be seen on many cells. Treatment with activator 1H5 preserved the morphology of the cell bodies and prevented apoptotic figures, but there is a decrease in the number of neurites on the cells (Fig. 5C).
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cells. Interestingly, asterriquinone 1H5, which is most closely related to DAQ-B1, also activated the IR, but the monoquinone 5E5 showed no ability to activate the IR (Fig. 6K).
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To determine whether 5E5-induced TrkA activation was capable of stimulating a neurotrophic response, we tested the ability of 5E5 to cause neuronal differentiation. PC12 cells were stimulated with complete medium plus 100 ng/ml NGF or 10 µM 5E5 (maximal nontoxic dose) for 4 days. 5E5 was unable to support neuronal differentiation under these conditions (data not shown). We then tested whether submaximal doses of both NGF (10 ng/ml) and 5E5 (1 µM) could support differentiation. Neurite length was measured, and percentage of neurite-bearing cells was calculated. As before, 5E5 alone did not support differentiation. A low dose of 10 ng/ml NGF alone was partially able to support differentiation (12% neurite-positive cells) compared with a maximal dose of 100 ng/ml NGF (22% neurite-positive cells). Similar effects were observed when counting the number of neurite-bearing cells and the length of individual neurites (Fig. 7, A and B). The addition of 1 µM 5E5 to the low dose of NGF restored maximal differentiation (Fig. 7C). These findings demonstrate that the TrkA activator can potentiate the effect of low doses of NGF and may improve neuronal differentiation.
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| Discussion |
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Based on the current models, a bulky substituent on the 2-position of the indole favors TrkA activation, and it also reduces toxicity. This position is critical, because these substitutions would be expected to twist the indole group out of the plane of the quinone due to steric hindrance between the quinone oxygen and hydroxyl, and C-2 and C-4 of the indole group. Molecular modeling of C-2-substituted asterriquinones and mono-indolyl-quinones indicates a dihedral angle of 75 and 90° between the quinone and indole groups (Fig. 4, B and C). Dihedral angles in compounds lacking a C-2 substituent are typically 35° due to the smaller size of the hydrogen atom. Asterriquinones have been proposed to have cytotoxic effects due to their ability to intercalate into DNA. The ability to intercalate depends on the coplanarity of the aromatic groups, so a reasonable explanation for the decreased toxicity of 2-substituted asterriquinones is the orthogonal orientation of the indole with respect to the quinone prevents intercalation. These activity and toxicity models may thus prove useful in the design of second and third generation compounds with optimal TrkA activity and minimal toxicity.
The asterriquinone chosen for further study, 1H5, is moderate activator of TrkA, it is nontoxic up to 30 µM, and it can provide modest protection of PC12 cells from neurotrophin-withdrawal-induced cell death. The compound provides proof-of-principle that small molecule TrkA activator can have neuroprotective effects. The mono-indolyl-quinone 5E5 was chosen for further study because it is a very strong activator of TrkA, although having a cytotoxic effect above 10 µM. This cytotoxicity prevented us from demonstrating a neuroprotective effect in the neurotrophin-withdrawal-induced cell death model used for the asterriquinone. However, we were able to demonstrate that 5E5 potentiates the effect of low dose NGF to cause neuronal differentiation. This is likely related to the observation that 5E5 and NGF have additive effects on TrkA activation (Supplemental Material 5). This is particular appealing for therapeutic reasons. Neurotrophin levels are reduced in many neurodegenerative diseases, but they are still detectable. Therefore, a therapy that allows these lower levels of endogenous neurotrophins to have a neuroprotective function would avoid the side effects of generalized neurotrophin therapy, which include thermal hyperalgesia, weight loss, and pain sensitivity.
Both PI3-kinase and MAPK signaling downstream of TrkA are involved in the neurotrophic effects of NGF. The PI3-kinase signaling pathway contributes more than MAPK pathway in neuronal survival (Kaplan and Miller, 2000
; Shimoke and Chiba, 2001
; Culmsee et al., 2002
; Huang and Reichardt, 2003
). The MAPK pathway, on the other hand, is essential for NGF-induced neurogenesis (Xiao and Liu, 2003
). This may explain why 5E5 was better at stimulating differentiation than promoting survival, because 5E5 is a potent activator of ERK but a weaker activator of Akt. A low dose of 5E5 (310 µM) activates ERK as strongly as maximal dose of NGF (100 ng/ml), and 5E5 and NGF have additive effects on ERK (Supplemental Material 5). However, equivalent doses of 5E5 activate Akt weakly, and, more importantly, impair NGF activation of Akt when given together (Supplemental Material 5). This likely explains the inability of 10 µM 5E5 to protect differentiated PC12 cell from apoptosis induced by NGF and serum withdrawal. We were unable to test higher concentrations of 5E5 in this assay due to cytotoxicity.
In summary, by screening asterriquinone and mono-indolyl-quinone libraries we were able to identify small molecule activators of TrkA, the NGF receptor. These compounds activate TrkA directly in cells and protect differentiated PC12 cells from apoptosis or promote neuronal differentiation. The QSAR models that we have constructed will guide further optimization of these compounds to maximize activator activity and minimize toxicity. Although 1H5 and 5E5 themselves are still unsuitable as drug candidates, they provide lead compounds that can be put into preclinical models of neurodegeneration for proof-of-principle experiments.
| Acknowledgements |
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| Footnotes |
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N.J.G.W. is a faculty member of the University of California-San Diego Biomedical Sciences Graduate Program.
Article, publication date, and citation information can be found at http://jpet.aspetjournals.org.
ABBREVIATIONS: NGF, nerve growth factor; BDNF, brain-derived neurotrophic factor; NT, neurotrophin; DAQ-B1, demethylasterriquinone-B1, 2-[2-(1,1-dimethyl-allyl)-1H-indol-3-yl]-3,6-dihydroxy-5-[7-(3-methyl-but-2-enyl)-1H-indol-3-yl]-[1,4]benzoquinone; IR, insulin receptor; ERK, extracellular signal-regulated kinase; CHO, Chinese hamster ovary; ELISA, enzyme-linked immunosorbent assay; TBS, Tris-buffered saline; MTS, 3-(4,5-dimethylthiazol-2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2H-tetrazolium, inner salt; SFM, serum-free medium; QSAR, quantitative structure-activity relationship; RMS, root mean square; CV, coefficient of variation; 1H5, 2-(6-chloro-1H-indol-3-yl)-5-(2-cyclopropyl-1H-indol-3-yl)-3,6-dihydroxy-[1,4]benzoquinone; 5E5, 2,5-dimethoxy-3-(7-fluoro-1H-indol-3-yl)-[1,4]-benzoquinone; MAPK, mitogen-activated protein kinase; PI3-kinase, phosphatidylinositol 3-kinase.
The online version of this article (available at http://jpet.aspetjournals.org) contains supplemental material. ![]()
Address correspondence to: Dr. Nicholas J. G. Webster, Department of Medicine (0673), Stein Clinical Research Bldg. 201, University of California-San Diego, 9500 Gilman Dr., La Jolla, CA 92093-0673. E-mail: nwebster{at}ucsd.edu
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