Abstract
Vimentin, an intermediate filament protein, is generally recognised as an intracellular protein. Previously, we reported that vimentin was secreted from astrocytes and promoted axonal growth. The effect of extracellular vimentin in neurons was a new finding, but its signalling pathway was unknown. In this study, we aimed to determine the signalling mechanism of extracellular vimentin that facilitates axonal growth. We first identified insulin-like growth factor 1 receptor (IGF1R) as a receptor that is highly phosphorylated by vimentin stimulation. IGF1R blockades diminished vimentin- or IGF1-induced axonal growth in cultured cortical neurons. IGF1, IGF2 and insulin were not detected in the neuron culture medium after vimentin treatment. The combined drug affinity responsive target stability method and western blotting analysis showed that vimentin and IGF1 interacted with IGF1R directly. In addition, immunoprecipitation and western blotting analyses confirmed that recombinant IGF1R bound to vimentin. The results of a molecular dynamics simulation revealed that C-terminal residues (residue number 330-407) in vimentin are the most appropriate binding sites with IGF1R. Thus, extracellular vimentin may be a novel ligand of IGF1R that promotes axonal growth in a similar manner to IGF1. Our results provide novel findings regarding the role of extracellular vimentin and IGF1R in axonal growth.
Vimentin, a cytoskeletal protein belonging to the family of intermediate filament proteins, is generally known as an intracellular protein involved in cell adhesion and cell migration1,2. However, reports have shown vimentin secretion from astrocytes or macrophages. Mor-Vaknin et al.3 reported that vimentin is secreted from activated macrophages and is involved in a bactericidal effect. In a cortical astrocyte culture, vimentin was detected in astrocyte-conditioned medium (ACM)4. In another report, ACMs from the cultures of rat cortex, hippocampus or midbrain were administered to neural precursor cells, and neuronal differentiation was enhanced by the ACM from the culture of each region. In the ACM, vimentin was detected as an astrocyte-secreted protein in all three brain regions5. However, a specific role for vimentin secreted from astrocytes had not been identified. We recently demonstrated that vimentin was secreted from astrocytes and induced axonal growth6. However, the mechanism of the extracellular vimentin-induced axonal growth remains unclear. Therefore, investigating the signalling mechanism of extracellular vimentin may elucidate a novel type of signalling pathway for axonal growth.
In the present study, we aimed to clarify the mechanism of extracellular vimentin-induced axonal growth and investigated which molecules participated in this process. Our results demonstrate that extracellular vimentin binds to insulin-like growth factor 1 receptor (IGF1R), leading to axonal growth. In addition, IGF1R activation by vimentin is a direct action and does not occur via the secretion of known IGF1R ligands, such as IGF1, IGF2 or insulin. Thus, extracellular vimentin may be a novel ligand for IGF1R. This is the first report of a receptor molecule mediating the effect of extracellular vimentin in neurons. Interestingly, IGF1R can bind different types of ligands from the insulin family, as evaluated by extracellular vimentin. Our results suggest that extracellular vimentin-IGF1R signalling is a new pathway for axonal growth.
Results
Effect of vimentin on axonal growth was diminished by the blockade of IGF1R in primary cultured cortical neurons
Our previous study showed that vimentin was an axonal growth facilitator, however, the underlying mechanism was unknown. In many signalling pathways, some proteins are phosphorylated after stimulation with extracellular factors. To explore the molecules related to the extracellular vimentin-elicited signals, we investigated phosphorylated proteins in vimentin-treated cultured neurons using a comprehensive antibody array. Rat primary cultured cortical neurons at 4 days in vitro were treated with vimentin (100 ng/ml) or vehicle solution (control) for 10 min, and the cells were lysed with extraction buffer. The cell lysates were reacted with phospho-specific antibodies on array slides as described in the Materials and Methods section. The levels of the phosphorylated form of each protein were adjusted to the total protein expression levels (phosphorylated plus non-phosphorylated protein). The phosphorylation levels were compared between the control and vimentin-treated groups, and many proteins were phosphorylated by vimentin treatment. We hypothesised that extracellular vimentin conveys signals via certain receptors; therefore, we focused on receptor proteins among the phosphorylated proteins. Of these proteins, IGF1R exhibited the highest increase in phosphorylation, at 147% compared with the control. Therefore, we focused on IGF1R as a candidate of vimentin receptor.
To confirm the involvement of IGF1R in vimentin signalling, we investigated the effects of IGF1R inhibitors on axonal growth. Vimentin and IGF1 increased axonal densities in a dose-dependent manner (Fig. 1a,b). The results showed that 100 ng/ml vimentin and 10 ng/ml IGF1 treatment significantly increased axonal density. These concentrations of vimentin and IGF1 corresponded to 1.75 nM and 1.31 nM, respectively. Hereafter, we used vimentin and IGF1 at the doses of 1.75 nM (100 ng/ml) and 1.3 nM (10 ng/ml), respectively. An IGF1R-neutralising antibody7 (Fig. 1c,d) or IGF1 analogue8 (Fig. 1e,f) was used to inhibit IGF1R function. Vimentin (Fig. 1c,e) or IGF1 (Fig. 1d,f) significantly increased axonal densities in the absence of these inhibitors. In contrast, the vimentin-induced and IGF1-induced axonal growths were diminished by pre-treatment with an IGF1R-neutralising antibody (Fig. 1c,d) and IGF1 analogue (Fig. 1e,f). Representative images of axons in vehicle-, vimentin- or IGF1-treated group (Fig. 1a,b) are shown in Fig. 1g,h, respectively. The cell viabilities when axonal growths were measured in Fig. 1a to f were also evaluated (Supplemental Figure S1). No significant differences were observed in neuron numbers among groups either in response to vimentin or IGF1 treatments. The neuronal cell numbers were not changed by each treatment with various concentrations of vimentin or IGF1 for 24 h. (Supplement Figure S2). These results suggest that the axonal growth effects of vimentin and IGF1 are not related to the promotion of neuronal survival. Thus, our findings suggest that IGF1R is involved in vimentin-induced axonal growth.
IGF1R phosphorylation peaked at 30 min after vimentin treatment in cultured cortical neurons
We next investigated the time course of IGF1R phosphorylation by vimentin treatment. Mouse cortical neurons were cultured for 4 days and then treated with vimentin, IGF1 or vehicle solution for 5, 10, 30 and 60 min. After treatment, the cells were fixed and immunostained for phosphorylated IGF1R (Fig. 2a,b). Phosphorylated IGF1R levels in the vimentin-treated group were significantly higher than those in vehicle-treated group at 5, 10 and 30 min, and levels peaked at 30 min after treatment. The IGF1-induced IGF1R phosphorylation was significantly increased at 5, 10 and 30 min, and the levels were significantly lower than those induced by vimentin treatment at 30 and 60 min. At 30 min treatment, phosphorylated IGF1R and total IGF1R were detected by western blotting (Fig. 2c–f). The levels of phosphorylated IGF1R were significantly increased in vimentin and IGF1 treated groups (Fig. 2c,d). In contrast, the levels of total IGF1R were not changed by either treatment (Fig. 2c,e). The ratio of phosphorylated IGF1R to total IGF1R was significantly increased by vimentin treatment (Fig. 2f). These results suggest that vimentin interacts with IGF1R, and may lead to IGF1R autophosphorylation.
Vimentin does not enhance IGF1, IGF2 or insulin secretion
In addition to IGF1, IGF2 and insulin are physiological ligands for IGF1R with different affinity9. To investigate the possibility that vimentin-induced IGF1R phosphorylation was mediated by intrinsic IGF1, IGF2 or insulin secretion from cultured neurons, the concentration of each factor in the conditioned medium was measured at 5, 10 or 30 min after vimentin treatment because vimentin increased IGF1R phosphorylation at those time points after vimentin treatment. No IGF1 or IGF2 was detected in vimentin-treated media at any time point in an enzyme-linked immunosorbent assay (ELISA) (Table 1 and Table 2), indicating that the IGF1 or IGF2 concentration in the media was below 3.5 pg/ml or 1.5 pg/ml, respectively (the detection limit in the ELISA kit). Insulin is contained in the B-27 supplement10, thus, each medium sample was diluted and then analysed. The insulin concentration was not increased by vimentin treatment (Table 3). These results suggest that IGF1R activation by vimentin was not mediated by secreted IGF1, IGF2 or insulin.
Table 1. No IGF1 secretion occurred in vimentin-treated cortical neurons.
Treatment | Time after treatment | O.D. |
IGF1 (pg/ml) |
||
---|---|---|---|---|---|
Mean | S.E.M. | Mean | S.E.M. | ||
Blank | – | 0.04618 | 0.00116 | ||
Medium | – | 0.04944 | 0.00311 | N.D. | N.D. |
Vehicle | 5 min | 0.04626 | 0.00269 | N.D. | N.D. |
10 min | 0.04394 | 0.00116 | N.D. | N.D. | |
30 min | 0.04518 | 0.00141 | N.D. | N.D. | |
Vimentin (100 ng/ml) | 5 min | 0.04620 | 0.00189 | N.D. | N.D. |
10 min | 0.04456 | 0.00114 | N.D. | N.D. | |
30 min | 0.04164 | 0.00088 | N.D. | N.D. |
IGF1 concentrations in the conditioned medium were measured by ELISA. IGF1 concentrations in media were calculated using a standard curve (n = 5 per group). N.D. indicates not detectable.
Table 2. No IGF2 secretion occurred in vimentin-treated cortical neurons.
Treatment | Time after treatment |
O.D. |
IGF2 (ng/ml) |
||
---|---|---|---|---|---|
Mean | S.E. | Mean | S.E. | ||
Blank | – | 0.10358 | 0.00077 | ||
Medium | – | −0.00191 | 0.00112 | N.D. | N.D. |
Vehicle | 5 min | 0.00742 | 0.00049 | N.D. | N.D. |
10 min | 0.00532 | 0.00423 | N.D. | N.D. | |
30 min | 0.00059 | 0.00063 | N.D. | N.D. | |
Vimentin (100 ng/ml) | 5 min | 0.01042 | 0.00066 | N.D. | N.D. |
10 min | 0.00322 | 0.00131 | N.D. | N.D. | |
30 min | 0.00477 | 0.00380 | N.D. | N.D. |
IGF2 concentrations in the conditioned medium were measured by ELISA. IGF2 concentrations in media were calculated using a standard curve (n = 4 per group). N.D. indicates not detectable.
Table 3. The insulin concentration was not increased in culture medium by vimentin treatment.
Treatment | Time after treatment |
O.D. |
Insulin (ng/ml) |
||
---|---|---|---|---|---|
Mean | S.E. | Mean | S.E. | ||
Blank | – | 0.0698 | 0.0731 | ||
Medium | – | 1.0912 | 0.0731 | 2144.2470 | 125.2882 |
Vehicle | 5 min | 0.9452 | 0.1035 | 1885.0002 | 182.2244 |
10 min | 1.0771 | 0.1128 | 2113.1821 | 193.1973 | |
30 min | 1.1008 | 0.1324 | 2148.6437 | 215.7230 | |
Vimentin (100 ng/ml) | 5 min | 1.0611 | 0.1248 | 2083.0581 | 212.3034 |
10 min | 0.8247 | 0.0506 | 1672.9189 | 93.7380 | |
30 min | 0.8824 | 0.0389 | 1780.3009 | 71.3818 |
Insulin concentrations in media were calculated using a standard curve (n = 4 per group). The insulin concentration in each treatment was not increased by vimentin treatment.
Vimentin binds to IGF1R directly
We performed a drug affinity responsive target stability (DARTS) analysis to investigate the direct binding of vimentin to IGF1R. If a ligand binds to a target protein, the stability of the target protein against protease is changed11, exhibiting thinner or thicker protein bands in western blot analysis11,12,13,14. Cerebral cortical lysates were incubated with vimentin, IGF1 or vehicle solution. Then, thermolysin (a protease) was added to the lysates. After the proteolysis reaction, the lysates were run on sodium dodecyl sulphate polyacrylamide gel electrophoresis (SDS-PAGE), and IGF1R levels were detected by western blotting (Fig. 3a). After thermolysin treatment, the 95-kDa IGF1R bands were obviously thinner in vimentin-treated and IGF1-treated lysates compared with the vehicle solution-treated lysates (Fig. 3a, upper panel). At that time, the β-actin levels were also checked as an internal control (Fig. 3a, lower panel). The band intensities of IGF1R and β-actin were quantified (Fig. 3b,c). The IGF1R levels in vimentin-treated and IGF1-treated lysates were significantly decreased compared with the vehicle solution-treated group (Fig. 3b). In contrast, the β-actin levels in the thermolysin-treated condition were similar among groups (Fig. 3c). A similar experiment was also performed using recombinant IGF1R protein instead of cerebral cortical lysates. After thermolysin treatment, the approximately 150-kDa recombinant IGF1R bands were notably thinner in the vimentin-treated and IGF1-treated groups compared with the vehicle solution-treated group (Fig. 3d). These results indicate that the direct interaction of vimentin with IGF1R changed the susceptibility of IGF1R to thermolysin, as did IGF1 treatment.
In addition, we confirmed the binding of vimentin to IGF1R with an immunoprecipitation analysis. Following the co-incubation of recombinant vimentin and recombinant IGF1R proteins, the samples were treated with anti-vimentin antibody or normal mouse IgG-conjugated protein G. The precipitated proteins were loaded on SDS-PAGE, after which IGF1R was detected by western blotting (Fig. 3e). By immunoprecipitation with anti-vimentin antibody, IGF1R was clearly co-precipitated, but not with normal mouse IgG. Only recombinant IGF1R was loaded as a control in a separate right lane. Thus, these results indicate that vimentin and IGF1R form a complex.
Molecular dynamics (MD) simulations show that 330-407 residues of vimentin are presumed binding sites to IGF1R
To estimate the binding property of vimentin to IGF1R, an MD simulation was performed. First, the complex structure of IGF1R with IGF1 was constructed by referring to the known X-ray 3D structure of insulin and the insulin receptor. The binding free energy for the complex of the IGF1 molecule and IGF1R was −12.9736 kcal/mol. Because vimentin (466 amino acids) has 4 α-helix structures, those four parts of vimentin (99-189: PDB ID 3s4rB, 146-249: PDB ID 3uf1A, 261-335: PDB ID 3trtA and 330-407: PDB ID 1gk4D) were used for an MD simulation as a complex with IGF1R.
As shown in Table 4, the C-terminal portion of vimentin (330–407 amino acids) showed the lowest binding free energy (−9.9441), suggesting that this site is the most appropriate binding domain for IGF1R.
Table 4. Calculated binding free energy.
Ligand | amino acids | PDB ID | Binding Free Energy (kdal/mol) |
---|---|---|---|
IGF1 | 1–70 | 1GZY | −12.9736 |
Vimentin | 99–189 | 3s4rB | −0.9959 |
Vimentin | 146–249 | 3uf1A | 2.7303 |
Vimentin | 261–335 | 3trtA | 2.8353 |
Vimentin | 330–407 | 1gk4D | −9.9441 |
The binding free energy for each complex was estimated using MM-GBSA.
Vimentin has an extended rod-like structure consisting of repeated α-helical coils. The representative complex of IGF1 and vimentin with IGF1R is shown in Fig. 4.
Discussion
We previously demonstrated that extracellular vimentin was secreted from astrocytes and promoted axonal growth6. Here, we showed that extracellular vimentin binds to IGF1R directly and facilitates axonal growth in cultured cortical neurons. This is the first report of the mechanism of action of extracellular vimentin in neurons.
Many groups have reported that the IGF1-IGF1R signalling pathway is important for enhancement of neurite outgrowth15,16,17,18,19,20,21. To activate this signalling pathway, the autophosphorylation of Tyr1135 and Tyr1136 in the β-subunit of IGF1R is essential because it mediates the stabilisation of the activated loop, leading to a conformational change of IGF1R22,23. In addition, this IGF1R activation is a critical step to inducing neurite outgrowth by IGF118,24,25. Figure 2 shows that vimentin or IGF1 treatment significantly increased the phosphorylation levels of IGF1R at Tyr1135 and Tyr1136. Figure 1 shows that vimentin and IGF1 elicited similar levels of axonal growth at similar doses (1.75 nM, 1.3 nM, respectively), and these effects were diminished by two types of specific IGF1R inhibitors26: an IGF1R-neutralising antibody7 and an IGF1 analogue8,27. IGF1R-mediated axonal outgrowth has been reported to occur via the PI3-kinase/Akt signalling pathway18,19 or the MAPK signalling pathway25. Considering that extracellular vimentin increased IGF1R phosphorylation, vimentin appeared to induce axonal growth via a signalling pathway similar to IGF1.
Several groups have reported that DARTS analysis reveals alterations in the proteolytic responsiveness of receptors after ligand-receptor binding11,12,13,14. When insulin and insulin receptor (IR) bind, the IR is degraded by protease more readily than prior to insulin binding28. A comparison of amino acid sequences between IR and IGF1R demonstrated an 84% homology in their tyrosine kinase domains and a 44% homology in their carboxy-terminal domains29,30,31. The IGF1-IGF1R-bound form is assumed to be similar to the insulin-IR-bound form32. These data suggest that IGF1R is easily digested by a protease after binding to its ligands, IGF1 and vimentin, as shown in Fig. 3a,b. We used the full-length recombinant IGF1R, which had 1367 amino acids in DARTS analysis, as shown in Fig. 3d. IGF1R is synthesised as a pro-protein, and a 30-amino acid peptide of 1367 amino acids is cleaved after translation33. It is unknown whether the pro-protein of 30 amino acids and the mature IGF1R have different binding affinities to a ligand. However, our results showed that vimentin directly influenced the sensitivity of IGF1R to proteases. Furthermore, immunoprecipitation using an anti-vimentin antibody supports the hypothesis that vimentin and IGF1R form a complex (Fig. 3e).
Although the amino acid sequence of vimentin does not have any homology with IGF1, MD simulations also support that vimentin directly binds to IGF1R as IGF1 does. The representative structure of the IGF1R-IGF1 complex was superimposed onto the representative structures of the IGF1R-vimentin complexes to compare their spatial similarity. The root mean square deviations (RMSDs) of Cα atomic coordinates near IGF1R were 1.626 Å for residue number 99–189, 1.017 Å for residue number 146–249 and 1.161 Å for residue number 330–407 (the average score of the RMSDs was 1.268 Å). The RMSD for residue number 261–335 was not calculated because of its secondary structure breaking. The contact part of vimentin for residue number 330–407 is the C-terminus region (Fig. 4b). The accessibility of vimentin for residue number 330–407 to the contact area of IGF1R would be greater than other parts of vimentin because the terminal region of the protein is more flexible than other internal regions in general. We speculate that the contact region of vimentin to IGF1R may be its C-terminal region because of the lower RMSD for residue numbers 330–407, the lowest binding free energy and its accessibility to the contact area of IGF1R.
These results show that the IGF1R receptor is newly categorised as a “compatible receptor”. The three-dimensional partial structure of IGF1R has previously been demonstrated, and the approximate binding sites were identified32,34,35. Although the actual binding pocket and ligand-binding complex conformation had not been determined yet, our present data provided the assumed binding site of extracellular vimentin-IGF1R and the structure of the vimentin-binding IGF1R complex: This information should help with the analysis of the binding compatibility with IGF1R.
We previously indicated a role for extracellular vimentin in vivo6. In that study, we clarified that axons were elongated along with astrocytes that express and secrete vimentin in spinal cord-injured mice. Axonal growth in the injured spinal cord may be due to vimentin signalling via IGF1R. Furthermore, several reports have shown that IGF1 administration also promotes axonal growth in several nerve injury models15,17,18,19,36. After injury, IGF1 is primarily derived from activated microglia37. Vimentin and IGF1 are believed to be secreted from astrocytes and microglia, respectively, after which both proteins interact with IGF1R, leading to axonal growth. In the developmental stages, vimentin is widely expressed in the central nervous system38 and is believed to maintain the structural processes1. Several groups have reported that vimentin knockout mice showed no obvious phenotype39. Neurite length and neuronal viability were also not affected by vimentin knockout40 or knockdown41. Because the functional role of secreted vimentin was not considered in these studies using vimentin-deficient mice, the physiological contribution of extracellular vimentin in the developmental axonal guidance is unclear. However, other ligands for IGF1R such as IGF1, IGF2 and insulin, might compensate for the normal function of vimentin in the case of vimentin deficiency.
We previously reported that vimentin was secreted from astrocytes6. In that paper, the protein levels in astrocytes were compared between denosomin- (a novel compound) and vehicle-treated astrocytes using two-dimensional (2D)-PAGE and LC-MS/MS analyses. These analyses revealed that the levels of vimentin notably increased in denosomin-treated astrocytes. An ELISA confirmed the increased vimentin levels in a denosomin-treated astrocyte-conditioned medium. In this LC-MS/MS analysis, the phosphorylated peptide was not detected at all in vimentin-derived peptides. Thus, our previous data suggest that secreted vimentin is not phosphorylated in the extracellular space. However, Mor-Vakinin et al.3 showed that vimentin secretion is dependent upon phosphorylation in activated macrophages. Another group has also reported that vimentin is phosphorylated by PKCβ and then secreted from MCP-1 (monocyte chemotactic protein-1)-activated human monocytes42. However, neither reports investigated the possibility of vimentin secreted from astrocytes. Although several other groups reported that vimentin was secreted from astrocytes, no report indicated whether secreted vimentin was phosphorylated. Whether the secretion of vimentin from astrocytes is dependent upon its phosphorylation is the subject of further investigation.
Our findings indicate that extracellular vimentin, which is generally known as an intracellular protein, is a promising IGF1R ligand that promotes axonal growth as well as IGF1. These data provide novel knowledge regarding extracellular vimentin and a compatible role for IGF1R, suggesting a potential axonal growth strategy.
Materials and Methods
All experiments were performed in accordance with the Guidelines for the Care and Use of Laboratory Animals at the Sugitani Campus of the University of Toyama and the NIH Guidelines for the Care and Use of Laboratory Animals. The Committee for Animal Care and Use at the Sugitani Campus of the University of Toyama approved the study protocols. All efforts were made to minimise the number of animals used.
Primary cultures
Primary cultured cerebral cortical neuronal cells were prepared from E18 embryos of Sprague-Dawley rats (Japan SLC, Hamamatsu, Japan) (at a density of 2.55 × 105 cells/cm2) on 100 × 20 mm tissue culture dishes (Falcon, Franklin Lakes, NJ, USA) or E14 embryos of ddY mice (Japan SLC) (at a density of 1.43 × 104 cells/cm2) on 8-well chamber glass slides (Falcon) coated with 5 μg/ml poly-D-lysine (Sigma-Aldrich, St. Louis, MO, USA) as described previously43. Cortical neurons were cultured in neurobasal medium (Invitrogen, Carlsbad, CA, USA) containing 2% B-27 supplement (Invitrogen), 33 mM D-glucose (Wako, Osaka, Japan) and 2 mM L-glutamine (Wako) at 37 °C in a humidified incubator with 10% CO2.
Measurement of axonal density
The cultured neurons at 1 day in vitro were treated with 10, 100 or 200 ng/ml vimentin (ProSpec, Rehovot, Israel) or 1, 5, 10 or 100 ng/ml IGF1 (Wako). In addition, the cells were treated with or without 2 μg/ml IGF1R-neutralising antibody (R&D systems, MS, USA) with or without 20 μg/ml IGF1 analogue (BACHEM, Bubendorf, Switzerland) for 15 min. Then, 100 μg/ml vimentin or 10 μg/ml IGF1 was added. After 6 days of treatment, the cells were fixed with 4% paraformaldehyde and immunostained with a mouse anti-phosphorylated neurofilament-H (pNF-H) monoclonal antibody (clone: SMI-35, dilution 1:500; Covance, Emeryville, CA, USA) as an axonal marker and a rabbit anti-microtubule-associated protein 2 (MAP2) polyclonal antibody (dilution 1:1000, Abcam, Cambridge, United Kingdom) as a neuronal marker. Alexa Fluor 594-conjugated goat anti-mouse IgG (dilution 1:400; Invitrogen) and Alexa Fluor 488-conjugated goat anti-rabbit IgG (dilution 1:400; Invitrogen) were used as secondary antibodies. Neurons were counterstained with 1 μg/ml DAPI (Enzo Life Sciences, Farmingdale, NY, USA). Fluorescent images were captured using a fluorescent microscopy system (BX-61/DP70, Olympus, Tokyo, Japan) at 640 μm × 850 μm. The lengths of the pNF-H-positive axons were measured using a Neurocyte image analyser (Kurabo, Osaka, Japan) that automatically traces pNF-H-positive axons and measures axon length in the image. The sum of the axon lengths was divided by the number of MAP2-positive neurons in the image. The axon densities were averaged over all the images and are shown in Fig. 1.
Exploration of phosphorylated protein by vimentin
The Phospho Explorer Antibody Microarray kit (Full Moon BioSystems, Sunnyvale, CA, USA) was used to investigate phosphorylated proteins. Four days after the culture of rat cortical neurons, vimentin (100 ng/ml) or vehicle solution (distilled water) was administered to the neurons for 10 min. After washing with cold PBS, the extraction buffer in the kit was added to the cultured neurons and incubated for 1 h on ice with occasional mixing. The extracts were centrifuged at 17,968 × g for 20 min at 4 °C, and the supernatants were saved as cell lysates. Biotin-labelling reactions were performed for 2 h at room temperature and stopped by incubation with the kit stop regent for 30 min. The labelled protein solution was coupled on slides in the kit for 2 h at room temperature. Each slide was coated with a total of 656 phospho- and non-phospho-antibodies spotted in duplicate. Then, each slide was incubated in the detection buffer containing C3-streptavidin for 45 min in the dark. The fluorescent intensities of the proteins were quantified by the arrays on Axon GenePix scanners (Filgen, Nagoya, Japan).
Detection of IGF1R phosphorylation
IGF1R phosphorylation was detected by immunocytochemical analysis and western blotting. Mouse cortical neurons (E14) were cultured in 8-well chamber slides or 6-cm dishes at a density of 1.43 × 104 cells/cm2 or 3.53 × 105 cells/cm2, respectively for 4 days. In the immunocytochemical analysis, vimentin (100 ng/ml), IGF1 (10 ng/ml) or vehicle solution (distilled water) was administered to the cells cultured in 8-well chamber slides for 5, 10, 30 and 60 min, and the cells were immunostained with a rabbit anti-IGF1R (phospho-Tyr1165/Tyr1166) antibody (0.005 μg/ml, Full Moon BioSystems) and a MAP2 monoclonal antibody (clone: HM-2, dilution 1:500, Merck Millipore, Billerica, MA, USA) as a neuronal marker. Alexa Fluor 594-conjugated goat-anti mouse IgG (1:400) and Alexa Fluor 488-conjugated goat-anti-rabbit IgG (1:400) were used as secondary antibodies. Neurons were counterstained with 1 μg/ml DAPI. Images were captured using a fluorescence microscope system (BX-61/DP70) at 324 μm × 430 μm. IGF1R phosphorylation was quantified as the fluorescent intensity in the neuron cell body using MetaMorph 7.8 (Molecular Devices, Sunnyvale, CA, USA). In case of detection of IGF1R phosphorylation by western blotting, vimentin (100 ng/ml), IGF1 (10 ng/ml) or vehicle solution (distilled water) was administered to the cells cultured in 6-cm dishes for 30 min, and then the cells were washed once with cold PBS. Then, the cells were incubated with M-PER lysis buffer (Thermo Fisher Scientific, Waltham, MA, USA) containing a protease and phosphatase inhibitor cocktail (Thermo Fisher Scientific) for 30 min. After the incubation, cells were centrifuged (14,000 × g, 10 min, 4 °C), and supernatants were used as cell lysates. The samples were combined with NuPAGE LDS sample buffer (Life Technologies, Carlsbad, CA, USA) and 10% 2-mercaptoethanol and loaded on an 8% SDS/polyacrylamide gel. After electrophoresis, the proteins were transferred to a nitrocellulose membrane and blocked for 1 h at room temperature in 0.1% Tween 20-containing TBS (T-TBS) supplemented with 3% ECL prime blocking regent (Amersham, Amersham, UK). Subsequently, the membrane was briefly washed with T-TBS and incubated with rabbit anti-IGF1R (phospho-Tyr1165/Tyr1166) rabbit polyclonal antibody (Full Moon BioSystems) at a 1:1000 dilution in immunoreaction buffer (Can Get Signal solution 1, Toyobo, Osaka, Japan) overnight at 4 °C. After washing with T-TBS, the membrane was incubated with the secondary antibody (goat anti-rabbit IgG-HRP, Santa Cruz, Dallas, TX, USA) at a 1:2000 dilution in immunoreaction buffer (Can Get Signal solution 2, Toyobo) for 1 h at room temperature. Using the detection regent (ECL prime regent, GE Healthcare, Pittsburgh, PA, USA), the chemiluminescence signals on the membrane were detected in LAS4000 (GE Healthcare). Then, the antibodies were stripped from the membrane using western blotting stripping solution (Nacalai Tesque, Kyoto, Japan). After stripping, the membrane was blocked with 5% nonfat dry milk and incubated with the primary antibody against IGF1R (clone: D23H3, rabbit monoclonal IgG, Cell Signaling Technology, Danvers, USA) at a 1:1000 dilution in immunoreaction buffer (Can Get Signal solution 1) overnight at 4 °C. After washing with T-TBS, the membrane was incubated with the secondary antibody (goat anti-rabbit IgG-HRP, Santa Cruz) at a 1:2000 dilution in immunoreaction buffer (Can Get Signal solution 2) for 1 h at room temperature. Using the detection regent (ECL prime regent), the chemiluminescence signals on the membrane were detected in LAS4000. The signal intensities were quantified using a CS analyser (ATTO, Tokyo, Japan).
Enzyme-linked immunosorbent assay (ELISA) for IGF-1, IGF2 or insulin in conditioned medium of vimentin-treated cultured cortical neurons
Mouse cortical neurons (ddY, E14) were cultured in 8-well chamber slides for 4 days. Vimentin (100 ng/ml) or vehicle solution (distilled water) was administered to the cells for 5, 10 or 30 min. The cultured medium was collected and centrifuged at 15,000 rpm for 10 min at 4 °C. The supernatant was collected as conditioned medium. The B27 supplement contains insulin, thus, each sample was diluted with distilled water at a 1:500 dilution. The IGF1, IGF2 or insulin concentrations in the conditioned medium were quantified using a mouse IGF1 ELISA kit (R&D Systems, Minneapolis, MN, USA), mouse IGF2 ELISA kit (R&D Systems) or mouse insulin ELISA kit (Mercodia, Uppsala, Sweden), respectively according to the manufacturers’ protocols.
Drug affinity responsive target stability (DARTS) experiments
Mice (ddY, 8–12 weeks old, male and female) were anaesthetised and perfused with cold physiological saline. The cortices were removed from the skull and homogenised with M-PER lysis buffer (Thermo Fisher Scientific). After centrifugation (14,000 × g, 10 min, 4 °C), the supernatants were mixed with vimentin, IGF1 or vehicle solution (lysate:drug, 100 μg:1 pmol) and incubated for 60 min at room temperature. Each sample was proteolysed with thermolysin (Sigma-Aldrich) in reaction buffer [50 mM Tris▪HCl (pH 8.0), 50 mM NaCl, 10 mM CaCl2] for 10 min at 37 °C (thermolysin:sample, 1 μg:105 μg). To halt the proteolysis reaction, 0.5 M ethylene diaminetetraacetic acid (EDTA) (pH 8.0) was added to each sample in one-tenth volume. Then, the samples were concentrated by centrifugal filter devices (Amicon Ultra 10K devices, Merck Millipore, Darmstadt, Germany).
Recombinant human IGF1R protein in 25 mM Tris-HCl (pH 8.0) containing 2% glycerol (full length, Abnova, Taipei, Taiwan) was mixed with vimentin, IGF1 or vehicle solution (IGF1R protein:drug, 1 ng:19 ng) and incubated for 60 min at room temperature. Each sample was proteolysed with thermolysin (Sigma-Aldrich) in the reaction buffer for 10 min at 37 °C (thermolysin:sample, 1 ng:50 ng). To halt the proteolysis reaction, 0.5 M EDTA (pH 8.0) was added to each sample in one-tenth volume.
After the reaction was stopped, the reaction solutions were reacted with 4 × sample buffer at 95 °C for 5 min and then loaded onto SDS polyacrylamide gel (8% separating gel). After electrophoresis, the proteins were transferred to a nitrocellulose membrane and blocked for 1 h at room temperature in 0.1% Tween 20-containing TBS (T-TBS) supplemented with 5% nonfat dry milk. Subsequently, the membrane was briefly washed with T-TBS and incubated with the primary antibody against IGF1R (clone: D23H3, rabbit monoclonal IgG, Cell Signaling Technology) at a 1:1000 dilution in immunoreaction buffer (Can Get Signal solution 1) overnight at 4 °C. After washing with T-TBS, the membrane was incubated with the secondary antibody (goat anti-rabbit IgG-HRP, Santa Cruz) at a 1:2000 dilution in immunoreaction buffer (Can Get Signal solution 2) for 1 h at room temperature. Using the detection regent (ECL prime regent), the chemiluminescence signals on the membrane were detected in LAS4000. Signal intensities were quantified using a CS analyser (ATTO).
Binding experiment of vimentin and IGF1R by immunoprecipitation
Recombinant vimentin protein (10 pmol) and recombinant IGF1R protein (5 pmol) were co-incubated for 1 h at room temperature with rotation. Fifty microliters of Dynabeads Protein G (Life technologies) was treated with 1% bovine serum albumin (BSA) for blocking in M-PER protein extraction regent solution (Thermo Fisher Scientific) for 2 h at room temperature with rotation. Then, the protein G was incubated with anti-vimentin antibody (clone: RV202, 1 μg, mouse monoclonal IgG, Santa Cruz) or normal mouse IgG (Santa Cruz) for 1 h at room temperature with rotation. After the protein G was washed with M-PER solution, incubated vimentin and IGF1R were added to the washed protein G followed by continuous rotation over night at 4 °C. Each sample was eluted by NuPAGE LDS sample buffer and was separated on 8% SDS/polyacrylamide gel and transferred to a nitrocellulose membrane. The membrane was blocked by 5% nonfat dry milk (Wako, Tokyo, Japan). Subsequently, the membrane was briefly washed with T-TBS and incubated with the primary antibody against IGF1R (clone: D23H3, rabbit monoclonal IgG, Cell Signaling Technology) at a 1:1000 dilution in immunoreaction buffer (Can Get Signal solution 1) overnight at 4 °C. After washing with T-TBS, the membrane was incubated with the secondary antibody (goat anti-rabbit IgG-HRP, Santa Cruz) at a 1:2000 dilution in immunoreaction buffer (Can Get Signal solution 2) for 1 h at room temperature with rotation. For the anti-rabbit IgG-HRP antibody, bands were visualised with Amersham ECL detection regent (GE Healthcare) and detected by LAS4000 (GE Healthcare).
Molecular dynamics (MD) simulations and binding free energy calculation
Protein Databank (PDB) data were used as the initial structure data for IGF1R (PDB ID: 1IGR) and IGF1 (PDB ID: 1GZY). The missing data in the proteins were restored using the homology modelling method in MODELLER44. The complex structure of IGF1R with IGF1 was constructed by superimposing and rearranging it with the complex structure of the insulin receptor with insulin (PDB ID: 3W14) as a template using web server MATRAS45. Four types of PDB data (PDB ID: 3s4rB, 3uf1A, 3trtA and 1gk4D) that are matched to the regions of vimentin (99–189, 146–249, 261–335 and 330–407, respectively) were used as initial structures of vimentin. The complex structures of IGF1R with the four parts of vimentin were constructed as above.
The complex structures were used as starting structures for the MD simulation by Amber1246 with an ff99SB force field. These structures were solvated in a cubic box of TIP3P water extending at least 10 Å in each direction from the solute, and the cut-off distance was maintained at 12 Å to compute the nonbonded interactions. All of the complex structures were performed under periodic boundary conditions47, and the long-range electrostatic was treated by using the particle-mesh-Ewald method48,49. The time step was set to 1 fs, and the trajectory was recorded every 0.1 ps.
Prior to MD simulations, the systems were relaxed by a series of steepest descent (SD) and conjugated gradient (CG) minimisations. The 3-ns MD simulations were performed based on each of the minimised systems by gradually heating over 60 ps from 0 to 300 K with the protein atoms fixed using a force constant of 5 kcal/mol/Å2. Then, a 200-ps pressure-constant period (NPT) was applied to obtain an equilibrated density of the constrained protein atoms. The following step was a 40-ps-volume-constant period (NVT) at a force constant of 2.5 kcal/mol/Å2 followed by 100 ps dynamics at a force constant of 1.25 kcal/mol/Å2. Finally, a 1.6-ns unrestrained MD simulation (no force applied on any protein atoms) was performed for each fully flexible system in the NVT ensemble at a constant temperature of 300 K. A total of 500 snapshots were collected at 1-ps-intervals from the last 500 ps of MD for the binding free energy analysis.
Based on the selected MD snapshots, the binding free energies for each complex were estimated using MM-GBSA (Molecular Mechanics Generalized Born Solvent Area)50. The binding free energies (ΔGbinding) were determined from the free energies of the complex, protein and peptide according to Equation (1):
Statistical analyses
All results are expressed relative to the control value. All experiments were performed at least two to three times. The results are shown as the mean ± S.E. The statistical comparisons between groups were analysed by one-way ANOVA (Figs 1a–f, 2d–f and 3b,c) or two-way ANOVA (Fig. 2c) using GraphPad Prism 5.0 (GraphPad Software, La Jolla, CA, USA), and p values less than 0.05 were considered significant.
Additional Information
How to cite this article: Shigyo, M. et al. Extracellular vimentin interacts with insulin-like growth factor 1 receptor to promote axonal growth. Sci. Rep. 5, 12055; doi: 10.1038/srep12055 (2015).
Supplementary Material
Acknowledgments
This work was partially supported by Grants-in-Aid for Scientific Research (C) (23500439, C.T.) and Grants-in-Aid for Scientific Research for Young Scientists (B) (23700376, T.K.) from the Ministry of Education, Culture, Sports, Science and Technology of Japan; Natural Medicine and Biotechnology Research, Toyama Prefecture, Japan (C.T., and T.K.); Takeda Science Foundation (T.K.); Uehara Memorial Foundation (T.K.) and a Grant-in-Aid for the Cooperative Research Project from Institute of Natural Medicine, University of Toyama in 2014 (C.T., T.K. and M.T.-U.).
Footnotes
Author Contributions M.S. performed all experiments, analysed the data except for the in silico MD simulation and wrote the manuscript. Y.S. and M.T.-U. performed the in silico MD simulation experiment and wrote the corresponding parts. T.K. and C.T. conducted the study. All authors approved the final manuscript.
References
- Tsuruta D. & Jones J. C. The vimentin cytoskeleton regulates focal contact size and adhesion of endothelial cells subjected to shear stress. J. Cell Sci. 116, 4977–4984 (2003). [DOI] [PubMed] [Google Scholar]
- Nieminen M. et al. Vimentin function in lymphocyte adhesion and transcellular migration. Nat. Cell Biol. 8, 156–162 (2006). [DOI] [PubMed] [Google Scholar]
- Mor-Vaknin N., Punturieri A., Sitwala K. & Markovitz D. M. Vimentin is secreted by activated macrophages. Nat. Cell Biol. 5, 59–63 (2003). [DOI] [PubMed] [Google Scholar]
- Greco T. M., Seeholzer S. H., Mak A., Spruce L. & Ischiropoulos H. Quantitative mass spectrometry-based proteomics reveals the dynamic range of primary mouse astrocyte protein secretion. J. Proteome Res. 9, 2764–2774 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cordero-Llana O. et al. Clusterin secreted by astrocytes enhances neuronal differentiation from human neural precursor cells. Cell Death Differ. 18, 907–913 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Teshigawara K. et al. A novel compound, denosomin, ameliorates spinal cord injury via axonal growth associated with astrocyte-secreted vimentin. Br. J. Pharmacol. 168, 903–919 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Green C. J. & Day M. L. Insulin-like growth factor 1 acts as an autocrine factor to improve early embryogenesis in vitro. Int. J. Dev. Biol. 57, 837–844 (2013). [DOI] [PubMed] [Google Scholar]
- Pietrzkowski Z., Wernicke D., Porcu P., Jameson B. A. & Baserga R. Inhibition of cellular proliferation by peptide analogues of insulin-like growth factor 1. Cancer Res. 52, 6447–6451 (1992). [PubMed] [Google Scholar]
- Nakae J., Kido Y. & Accili D. Distinct and overlapping functions of insulin and IGF-I receptors. Endocr. Rev. 22, 818–835 (2001). [DOI] [PubMed] [Google Scholar]
- Brewer G. J., Torricelli J. R., Evege E. K. & Price P. J. Optimized survival of hippocampal neurons in B27-supplemented Neurobasal, a new serum-free medium combination. J. Neurosci. Res. 35, 567–576 (1993). [DOI] [PubMed] [Google Scholar]
- Nishiya Y. et al. Drug-target identification from total cellular lysate by drug-induced conformational changes. Anal. Biochem. 385, 314–320 (2009). [DOI] [PubMed] [Google Scholar]
- Lomenick B., Jung G., Wohlschlegel J. A. & Huang J. Target identification using drug affinity responsive target stability (DARTS). Curr. Protoc. Chem. Biol. 3, 163–180 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tohda C., Urano T., Umezaki M., Nemere I. & Kuboyama T. Diosgenin is an exogenous activator of 1,25D3-MARRS/Pdia3/ERp57 and improves Alzheimer’s disease pathologies in 5XFAD mice. Sci. Rep. 2, 535 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lomenick B. et al. Target identification using drug affinity responsive target stability (DARTS). Proc. Natl. Acad. Sci. USA. 106, 21984–21989 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Houle J. D., Ye J. H. & Kane C. J. Axonal regeneration by chronically injured supraspinal neurons can be enhanced by exposure to insulin-like growth factor, basic fibroblast growth factor or transforming growth factor beta. Restor. Neurol. Neurosci. 10, 205–215 (1996). [DOI] [PubMed] [Google Scholar]
- Tagami Y. et al. Axonal regeneration induced by repetitive electrical stimulation of crushed optic nerve in adult rats. Jpn. J. Ophthalmol. 53, 257–266 (2009). [DOI] [PubMed] [Google Scholar]
- Mohammadi R., Esmaeil-Sani Z. & Amini K. Effect of local administration of insulin-like growth factor I combined with inside-out artery graft on peripheral nerve regeneration. Injury 44, 1295–1301 (2013). [DOI] [PubMed] [Google Scholar]
- Dupraz S. et al. The insulin-like growth factor 1 receptor is essential for axonal regeneration in adult central nervous system neurons. PLoS One 8, e54462 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ozdinler P. H. & Macklis J. D. IGF-I specifically enhances axon outgrowth of corticospinal motor neurons. Nat. Neurosci. 9, 1371–1381 (2006). [DOI] [PubMed] [Google Scholar]
- Lewis M. E. et al. Insulin-like growth factor-I: potential for treatment of motor neuronal disorders. Exp. Neurol. 124, 73–88 (1993). [DOI] [PubMed] [Google Scholar]
- Topalli I. & Etgen A. M. Insulin-like growth factor-I receptor and estrogen receptor crosstalk mediates hormone-induced neurite outgrowth in PC12 cells. Brain Res. 1030, 116–124 (2004). [DOI] [PubMed] [Google Scholar]
- Li W. & Miller W. T. Role of the activation loop tyrosines in regulation of the insulin-like growth factor I receptor-tyrosine kinase. J. Biol. Chem. 281, 23785–23791 (2006). [DOI] [PubMed] [Google Scholar]
- O’Connor R. et al. Identification of domains of the insulin-like growth factor I receptor that are required for protection from apoptosis. Mol. Cell. Biol. 17, 427–435 (1997). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Madathil S. K., Evans H. N. & Saatman K. E. Temporal and regional changes in IGF-1/IGF-1R signaling in the mouse brain after traumatic brain injury. J. Neurotrauma 27, 95–107 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim B., Leventhal P. S., Saltiel A. R. & Feldman E. L. Insulin-like growth factor-I-mediated neurite outgrowth in vitro requires mitogen-activated protein kinase activation. J. Biol. Chem. 272, 21268–21273 (1997). [DOI] [PubMed] [Google Scholar]
- Surmacz E. Growth factor receptors as therapeutic targets: strategies to inhibit the insulin-like growth factor I receptor. Oncogene 22, 6589–6597 (2003). [DOI] [PubMed] [Google Scholar]
- Sahlin L. & Eriksson H. Influence of blockers for the estrogen receptor (ER) and type 1 IGF-receptor on the levels of ER, ER mRNA and IGF-I mRNA in the rat uterus. J. Steroid Biochem. Mol. Biol. 58, 359–365 (1996). [DOI] [PubMed] [Google Scholar]
- Pilch P. F. & Czech M. P. Hormone binding alters the conformation of the insulin receptor. Science 210, 1152–1153 (1980). [DOI] [PubMed] [Google Scholar]
- Buck E. et al. Compensatory insulin receptor (IR) activation on inhibition of insulin-like growth factor-1 receptor (IGF-1R): rationale for cotargeting IGF-1R and IR in cancer. Mol. Cancer Ther. 9, 2652–2664 (2010). [DOI] [PubMed] [Google Scholar]
- Lawrence M. C., McKern N. M. & Ward C. W. Insulin receptor structure and its implications for the IGF-1 receptor. Curr. Opin. Struct. Biol. 17, 699–705 (2007). [DOI] [PubMed] [Google Scholar]
- Ward C. W. et al. The three dimensional structure of the type I insulin-like growth factor receptor. Mol. Pathol. 54, 125–132 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kavran J. M. et al. How IGF-1 activates its receptor. eLife 3, e03772 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ullrich A. et al. Insulin-like growth factor I receptor primary structure: comparison with insulin receptor suggests structural determinants that define functional specificity. EMBO J. 5, 2503–2512 (1986). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Favelyukis S., Till J. H., Hubbard S. R. & Miller W. T. Structure and autoregulation of the insulin-like growth factor 1 receptor kinase. Nat. Struct. Biol. 8, 1058–1063 (2001). [DOI] [PubMed] [Google Scholar]
- De Meyts P. & Whittaker J. Structural biology of insulin and IGF1 receptors: implications for drug design. Nat. Rev. Drug Discov. 1, 769–783 (2002). [DOI] [PubMed] [Google Scholar]
- Lu P. et al. Long-distance growth and connectivity of neural stem cells after severe spinal cord injury. Cell 150, 1264–1273 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fernandez A. M. & Torres-Aleman I. The many faces of insulin-like peptide signalling in the brain. Nat. Rev. Neurosci. 13, 225–239 (2012). [DOI] [PubMed] [Google Scholar]
- Cochard P. & Paulin D. Initial expression of neurofilaments and vimentin in the central and peripheral nervous system of the mouse embryo in vivo. J. Neurosci. 4, 2080–2094 (1984). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Colucci-Guyon E. et al. Mice lacking vimentin develop and reproduce without an obvious phenotype. Cell 79, 679–694 (1994). [DOI] [PubMed] [Google Scholar]
- Menet V. et al. Inactivation of the glial fibrillary acidic protein gene, but not that of vimentin, improves neuronal survival and neurite growth by modifying adhesion molecule expression. J. Neurosci. 21, 6147–6158 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Desclaux M. et al. A novel and efficient gene transfer strategy reduces glial reactivity and improves neuronal survival and axonal growth in vitro. PLoS One 4, e6227 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Thiagarajan P. S., Akbasli A. C., Kinter M. T., Willard B. & Cathcart M. K. Vimentin is a target of PKCbeta phosphorylation in MCP-1-activated primary human monocytes. Inflamm. Res. 62, 991–1001 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kuboyama T., Tohda C. & Komatsu K. Neuritic regeneration and synaptic reconstruction induced by withanolide A. Br. J. Pharmacol. 144, 961–971 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sali A. & Blundell T. L. Comparative protein modelling by satisfaction of spatial restraints. J. Mol. Biol. 234, 779–815 (1993). [DOI] [PubMed] [Google Scholar]
- Kawabata T. MATRAS: A program for protein 3D structure comparison. Nucleic Acids Res. 31, 3367–3369 (2003). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Case D. A. et al. The Amber biomolecular simulation programs. J. Comput. Chem. 26, 1668–1688 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weber W., Hünenberger P. H. & McCammon J. A. Molecular Dynamics Simulations of a Polyalanine Octapeptide under Ewald Boundary Conditions: Influence of Artificial Periodicity on Peptide Conformation. J. Phys. Chem. B 104, 3668–3675 (2000). [Google Scholar]
- Darden T., York D. & Pedersen L. Particle mesh Ewald: An N⋅log(N) method for Ewald sums in large systems. J. Chem. Phys. 98, 10089–10092 (1993). [Google Scholar]
- Essmann U. et al. A smooth particle mesh Ewald method. J. Chem. Phys. 103, 8577–8593 (1995). [Google Scholar]
- Chong L. T., Duan Y., Wang L., Massova I. & Kollman P. A. Molecular dynamics and free-energy calculations applied to affinity maturation in antibody 48G7. Proc. Natl. Acad. Sci. USA. 96, 14330–14335 (1999). [DOI] [PMC free article] [PubMed] [Google Scholar]
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