RASERK signaling can be initiated by tyrosine kinase receptors th

RASERK signaling can be initiated by tyrosine kinase receptors that activate RAS, followed by the RAFMEK ERK kinase cascade, resulting in phosphorylated ERK. pERK, in turn, phosphorylates transcription fac tors, including some members of the ETS family, leading to increased selleck catalog transcriptional activation of target genes. PI3K phosphorylates phosphoinositides leading to activation of downstream proteins such as the kinase AKT. PTEN, a phosphatase, can reverse this process and acts as a tumor suppressor. Activated AKT has mul tiple functions, one being the activation of the mTOR containing signaling complex mTORC1, which alters translational control of gene expression. AKT also acti vates the mTORC2 complex, which provides positive feedback by phosphorylating and activating AKT.

The RASERK and PI3KAKT Inhibitors,Modulators,Libraries pathways are highly intercon nected. For example, RAS can activate PI3K, and AKT can phosphorylate and inhibit RAF. A rearrangement of chromosome 21 that results in fu sion of the TMPRSS2 and ERG genes occurs in approxi mately 50% of prostate tumors. TMPRSS2 ERG joins the 5 regulatory regions and 5 UTR of TMPRSS2, which is highly expressed in prostate, to the open read ing Inhibitors,Modulators,Libraries Inhibitors,Modulators,Libraries frame of ERG, resulting in expression of either a full length, or N terminally truncated version of ERG, an ETS family transcription factor that is not normally expressed in prostate cells. Similar fusions that over express the ETS genes ETV1, ETV4, Inhibitors,Modulators,Libraries and ETV5 occur in another 10% of prostate tumors. Expression of these oncogenic ETS family members in prostate cells drives cellular invasion and migration and pro motes the transition from neoplasia to carcinoma.

We previously reported that over expression of ERG or ETV1 can activate a gene expression program that drives cell migration. Genes in this program are regulated by a RAS responsive enhancer sequence consisting of neighboring ETS and AP Inhibitors,Modulators,Libraries 1 transcription factor binding sites. In normal prostate cells, these genes can be activated by RASERK signaling, likely via ERK phosphorylation of an ETS protein bound this to the ETSAP 1 sequence. There are 12 15 ETS transcription factors expressed in normal prostate that are candidates for this role. Our previ ous data support a model that when ERG, ETV1, ETV4, or ETV5 are over expressed in prostate cells, they can re place the ETS family member normally bound to ETS AP 1 sites and activate the RAS inducible cell migration gene expression program in the absence of RASERK signaling. Thus over expression of one of these four oncogenic ETS genes can mimic RASERK path way activation. The two most common genomic aberrations in prostate cancer are PTEN deletion and the TMPRSS2ERG re arrangement.

An integration of the

An integration of the Dovitinib IC50 PI3K and ERK pathways was not observed in HAstV1 infec tion. rather, the signaling pathways appeared to be sep arate. Because such a pattern of kinase activation during infection has not been found for other viruses, our study Inhibitors,Modulators,Libraries has uncovered a unique signal transduction strategy of HAstV1 for establishing infection in host cells. Conclusions A panel of kinase inhibitors was used to identify the cellu lar signal transduction pathways important for HAstV1 infection. Inhibitors that block PI3K activation were found to interfere with infection, independent Inhibitors,Modulators,Libraries of the process of ERK activation. PI3K activation occurred at an early phase of infection, and the downstream targets required for the in fection were not Akt or Rac1. Moreover, PKA was found to be involved in some aspects of viral particle production.

Our results reveal a previously unknown role of PI3K in establishing HAstV1 infection and PKA on viral production. Methods Virus and cells The HAstV1 isolate was provided by Dr. Mitsuaki Oseto. Caco 2 cells were maintained in a culture medium consisting of Inhibitors,Modulators,Libraries minimum essential medium with Eagles modification supplemented with 1 mM sodium pyruvate, non Inhibitors,Modulators,Libraries essential amino acids, and 10% fetal bovine serum. Preparation of virus stocks, quantitation of viral particles, and measurement of infectious titer To prepare HAstV1 stocks, Caco 2 cells were infected with HAstV1 at approximately 100 viral particles per cell. The culture supernatant was collected 2 days after infection, freeze thawed, cleared of cell debris by centri fugation, and stored in aliquots as HAstV1 stocks.

These stocks typically contained about 109 particles per mL. The number of viral particles present in the viral prep arations was determined from a measurement of RNA copy number Inhibitors,Modulators,Libraries obtained using U0126 ERK real time quantitative RT PCR. Viral RNA was extracted from each sample of the viral preparations using the QIAamp Viral RNA Mini Kit. The extracted RNA, along with a known amount of standard HAstV1 RNA, was reverse transcribed into cDNA using the Superscript III system with oligo dT as the primer. For quantitating the copy number of the viral genome, cDNA was amplified using viral cDNA specific primers, with the Thunderbird q PCR Kit. Amplification proceeded through 40 cycles of denaturation at 94 C for 15 s, annealing at 62 C for 20 s, and extension at 72 C for 20 s in either a LightCycler 2. 0 or a CFX 96. The cDNA copy number, derived from the fluorescence signals of the amplification products, was then converted into particle number. Standard HAstV1 RNA was prepared by in vitro tran scription using a T7 RiboMax Express Large Scale RNA Production System and the template DNA pAVIC V, which harbors a molecular clone of HAstV1.

The withdrawal of post SAH CSF from the critically ill patients w

The withdrawal of post SAH CSF from the critically ill patients was approved by the local ethics committee and conducted throughout the routine CSF sampling. www.selleckchem.com/products/ABT-888.html All diagnos tic assessments were done on the basis of our institutional guidelines. Patient management and assessment of cerebral vasospasm For the present study, 10 consecutive Inhibitors,Modulators,Libraries Inhibitors,Modulators,Libraries patients with severe SAH were included. The screening was done at the initial presenta tion in our institution. The patient characteristics are displayed in Table 1. All patients received an external ventricular drainage for measurement and therapy of elevated intracranial pressure according to the clinical guidelines. Daily bilateral transcranial Doppler ultrasound was performed for vasospasm screening.

Inhibitors,Modulators,Libraries When blood flow velocity increased over 120 cm/min or by more than 50 cm/min within 24 h, Xenon cCT was scheduled to eval uate cerebral blood flow Inhibitors,Modulators,Libraries with good spatial resolution and to assess the hemodynamic relevance of the sus pected vasopasm. Furthermore, digital subtraction angiography was performed according to our standard protocol on days 7 9 after SAH. The diagnosis of radiogra phical vasospasm was made on the basis of DSA, docu menting angiographic arterial narrowing. The diagnosis of clinical vasospasm was defined by clinical signs of ischemia and/or vasospasm associated infarctions in the CT, as well as a relevant territorial hypoperfusion in Xe CT. TCD served as screening method only. In repeated native CT scans cerebral infarctions and edema develop ment were documented.

As a control group six consecutive patients were assessed, who were referred to our department for mye lography diagnostics of lumbar spine degeneration. These were considered healthy individuals in terms of CSF alterations. Although almost all of these patients had medical side conditions due to their age, inflammatory issues were ruled out by standard Inhibitors,Modulators,Libraries laboratory blood sampling. Transparant chamber preparation The transparent dorsal skinfold chamber in the mouse is a model for studying microvascular function under phy siological and pathophysiological conditions. Recently, this in vivo assay has been used in order to study pro inflammatory and vasoactive properties of dif ferent molecules which were directly applied to the pre paration. Following superfusion/incubation the response of the microvascular bed to the superfusat was anaylzed by intravital multiflourescence videomicrcoscopy.

Briefly, mature immune competent NMRI mice were anaesthetized using an intraperitoneally applied mixture of ketamine and xylazine. The hair on the back of the mice was carefully shaved and chemically epilated. The dorsal skin was elevated and implanted into two symmetrically applied titanium frames. In this way the extended double layer of skin was selleck products trapped.

To clarify the role of c Myc in Angptl4 transcription, an experim

To clarify the role of c Myc in Angptl4 transcription, an experiment using RNAi against c Myc was also performed. Angptl4 mRNA expression in the LN229 vIII cells was significantly decreased selleck chem Ivacaftor by the knockdown Inhibitors,Modulators,Libraries of c Myc using siRNA. Similar results were obtained using another siRNA for c Myc. In a ChIP assay, bind ing of c Myc to the promoter sequence on Angptl4 was detected and the binding was significantly enhanced in the LN229 vIII cells. These findings indicate that c Myc is activated through the MAPK pathway in the LN229 vIII cells to directly regulate Angptl4 transcription. Discussion Although EGFRvIII has been shown to promote tumor growth of gliomas through various signaling pathways, the key signal molecules involved in the alteration of the tumor microenvironment have not yet been fully eluci dated.

In this study, we Inhibitors,Modulators,Libraries investigated whether EGFRvIII contributes to tumor angiogenesis, and showed dramatic increases in the microvessel density and vascular perme ability Inhibitors,Modulators,Libraries in tumor xenografts of LN229 vIII as compared to LN229 WT in mice, consistent with the results of a previ ous study. Considering that hypervascularity is a dis tinctive pathological characteristic of malignant gliomas, the EGFRvIII expression status may have a great impact on the clinical picture. Although EGFR is known to promote angiogenesis by induction of proangiogenic factors, such as VEGF A and interleukin 8, no dra matic induction of angiogenesis by wtEGFR was observed in our experiments. This difference leads to the specula tion that constitutive activation of EGFR may trigger strik ing induction of various transcripts, including pro angiogenic factors.

In order to examine the molecular mechanisms underlying the induction of angiogenesis by EGFRvIII, the expressions of 60 angiogenic factors in LN229 cells were examined by real time PCR analysis. Al though VEGF A is a representative angiogenic Inhibitors,Modulators,Libraries factor and a possible therapeutic target for glioblastoma, VEGF A induction by EGFRvIII was observed only to a certain extent in vivo, and not at all in vitro. Among the 60 angiogenic fac tors, we first found that Angptl4 expression was signifi cantly induced by EGFRvIII overexpression, and that Angptl4 acts as a pro angiogenic factor in tumor xeno grafts. Recently, Bonavia, et al.

showed that the NF kB/IL 8 pathway Inhibitors,Modulators,Libraries plays important selleck roles in EGFRvIII induced angiogenesis and growth in gliomas, however, no sig nificant change of the IL 8 expression was observed in our in vitro experiment. It is likely that the differences between our results and those of the previous report are related to differences in the cell lines. The molecular mechanisms of Angptl4 induced angio genesis in malignant gliomas still remain largely unknown. Angptl4 is expressed in the liver, adipose tissue and pla centa, as also in ischemic tissues.

Role of 14 3 3 and Pin1 in the SFN induced loss of HDAC3 Previous

Role of 14 3 3 and Pin1 in the SFN induced loss of HDAC3 Previous work established that phosphorylation of SMRT/N Cor and HDAC4 resulted in disassembly of the corepressor complexes, followed by their nuclear export and binding to 14 3 3. Using phospho specific thorough antibodies, phospho HDAC3 and phospho SMRT were increased in the Inhibitors,Modulators,Libraries nucleus at 6 h and 24 h after SFN treatment, relative to total HDAC3 and total SMRT. No such changes were detected for N Cor or HDAC4 under these conditions. As expected, 14 3 3 levels were higher in the cyto plasm than in the nucleus, but time course studies indi cated a partial shift of 14 3 3 to the nucleus following SFN exposure. Thus, whereas cytoplasmic 14 3 3 expression remained relatively constant in the SFN controls, SFN treatment led to reduc tions in cytoplasmic 14 3 3, most notably at 6 h, and there was a corresponding increase in nuclear 14 3 3.

Two other SMRT partners were decreased in the nucleus, namely protein kinase CK2 and peptidyl prolyl cis/ trans isomerase 1. CK2, which phosphorylates SMRT and has a phospho acceptor site on HDAC3, was reduced markedly in the nucleus 6 24 h post SFN treatment. Pin1, which nega tively regulates SMRT protein Inhibitors,Modulators,Libraries stability, increased gradually in the nucleus in SFN controls, but remained relatively low in SFN treated cells. In the cytoplasm, no marked changes were detected for CK2 Inhibitors,Modulators,Libraries or Pin1 in the presence or absence of SFN. In co immunoprecipitation experiments, pull ing down HDAC3 identified SMRT as a binding partner both in the cytoplasm and nucleus.

SFN treatment completely blocked HDAC3/SMRT interac tions in the cytoplasm at 6 h, and attenuated these associations in Inhibitors,Modulators,Libraries the cytoplasm and nucleus at 24 h. Although nuclear p SMRT was increased by SFN, less nuclear p SMRT was pulled down with HDAC3 at 6 and 24 h post SFN expo sure. No HDAC3/p SMRT interactions were detected in the cytoplasm. Our inter pretation of these findings was that increased phosphor ylation of HDAC3 and SMRT led to corepressor complex dissociation, with less SMRT and p SMRT interacting with HDAC3 after SFN treatment. Interest ingly, the increased nuclear 14 3 3 at 6 h post SFN exposure was paralleled by enhanced binding of 14 3 3 to HDAC3 in the nucleus, which was further augmented both in the cytoplasm and nucleus at 24 h. In the nucleus, CK2 associations with HDAC3 increased at 6 and 24 h post SFN treat ment, despite the lower total nuclear CK2 levels in SFN treated cells.

This result suggested that SFN shifted the pool of nuclear Inhibitors,Modulators,Libraries CK2 towards HDAC3/SMRT, favoring phos phorylation and complex disassembly. In addition to the enhanced association selleck chem Gemcitabine of 14 3 3 with HDAC3, SFN treatment also increased Pin1 interactions with HDAC3 in the nucleus at 6 h. Pin1 pull downs confirmed SMRT and HDAC3 nuclear interactions 6 and 24 h after SFN exposure, as well as HDAC6 binding, whereas little or no HDAC1 and HDAC2 were bound to Pin1.

Our data also suggest that this reduction of tumor size is not so

Our data also suggest that this reduction of tumor size is not so much the effect of diminished tumor cell prolifera tion but mainly due to specific protocol apoptotic cell death caused by vorinostat. Descriptions of mechanisms involved in the cell death caused by vorinostat treatment of different cell lines are somehow contradictory and seem to depend on the cell model used. However, it seems obvious that apoptosis as well as autophagy play important roles. Thus, further studies should clarify whether one of these mechanisms excludes the other, or whether they are somehow compensating each other during or after vorinostat treatment. Conclusions In summary, we showed that vorinostat efficiently killed tumor cells and impaired the colony forming ability of uterine sarcoma cells in vitro.

It also influenced the expression of different HDAC enzymes and p21WAF1. In vivo experiments showed that vorinostat efficiently inhibited tumor growth in nude mice xenografts by acti vating apoptosis. On the basis of these data and those presented earlier on endometrial stromal sarcoma cells, we conclude that Inhibitors,Modulators,Libraries vorinostat might be a promising candi date for therapy of patients with different types of uter ine sarcomas. Introduction Breast cancer is one of the major causes of death among all other cancers in women globally. Inhibitors,Modulators,Libraries It emerges through a multi step process starting from hyperplasia to premalig nant change, in situ carcinoma, and invasive breast can cer. Osteopontin, a calcified ECM associated non collagenous, sialic acid rich, glycosylated phosphop rotein is secreted by majority of the normal and trans formed cells.

OPN isolated from different cellular sources, have molecular weight ranging from 44 kDa to 75 kDa due to differences in the post translational modifi cations. Many highly metastatic transformed cells synthesize high level of OPN than their normal counter parts. Recently it has been reported that OPN plays cru cial role in cell Inhibitors,Modulators,Libraries migration Inhibitors,Modulators,Libraries and invasion by interacting with its receptor vB3 integrin Inhibitors,Modulators,Libraries by inducing the expression of urokinase plasminogen activator and activation of matrix metalloproteinases in various cancer cells. Increased level of OPN has been reported in num ber of human carcinomas, glioblastoma, and osteosar coma and considered as a lead marker during breast cancer progression.

The mammalian selleck chemicals llc target of rapamycin, a member of the phos phatidylinositol 3 kinase related kinase super family, is consisted of 2549 amino acids that are grouped into highly conserved domains. Previous reports have indicated that mTOR acts as a downstream mole cule in the PI 3 kinase/Akt signaling pathway. It is an evo lutionarily conserved 289 kDa serine threonine kinase that regulates both cell growth and cell cycle progression through its ability to integrate signals in response to nutrients and growth factors.

The cells incubated with CHX for 6 h showed mini mal p21 due to t

The cells incubated with CHX for 6 h showed mini mal p21 due to the relatively short half life of this protein, a fact which is not altered by the continuing presence of PTEN shRNA and its effects Ruxolitinib msds on PTEN. Inhibition of PI3K or Akt activation reverts p21 stability in PTEN knockdown cells While PTEN acts primarily on PI3K through its lipid phos phatase activity, it is conceivable that there is Inhibitors,Modulators,Libraries a direct effect of PTEN on p21 Inhibitors,Modulators,Libraries that is independent of the PI3K/Akt path way, similar to the effects on PTEN on cellular migration that are mediated partly or exclusively through the C ter minal domains. To investigate this possibility, we tested p21 stability under conditions where we inhibited the activity of either PI3K or Akt. First, we confirmed that loss of PTEN had the expected effects on activation of PI3K by evaluating Akt phosphorylation at Ser 473.

The levels of steady state Akt phosphorylation were high both under conditions of serum deprivation and serum stimulation in PTEN knockdown cells, Inhibitors,Modulators,Libraries indicat ing that attenuation of PTEN removed its antagonistic effects on PI3K mediated Akt activation. Conversely, serum deprivation led to a predictable reduction of phos pho Akt in cells transfected with the mutant control shRNA, yet Akt phosphorylation remained responsive to serum stimulation in these cells, as is observed in wild type ACHN cells. This provides evi dence of specificity, and excludes non specific effects of shRNA transfection on PTEN attenuation. We also observed increased levels of phospho Mdm2 in PTEN knockdown cells, which similarly sup ports a functional effect of PTEN knockdown on related signaling pathways.

Next, we verified that the observed effects of PTEN inhibi tion on p21 stability were indeed mediated through induction of PI3K activity. Incubation of wild type cells with the selective PI3K antagonists LY 294,002 or wortmannin for 0. 5 to 3 hr completely abol ished Akt phosphorylation. Examination of cells grown under the previously established conditions of CHX incubation, Inhibitors,Modulators,Libraries and also in the presence of either LY 294,002 or wortmannin, restored the kinetics of p21 degradation in PTEN attenuated cells to the levels seen in wild type cells and control transfectants. that is, the half life Inhibitors,Modulators,Libraries of this protein was no longer significantly increased in the PTEN attenuated cells than it was in the control cells, indicating that the aug mentation of p21 stability in PTEN knockdown cells was mediated through PI3K.

There is evidence to suggest that enhanced stability of p21 is caused by phosphorylation of p21 on Ser146 by Akt. To determine if activated Akt was required for the stabilization http://www.selleckchem.com/products/Tipifarnib(R115777).html of p21 upon PTEN attenuation, we utilized PIA5, one of a new class of phosphatidylinositol ether lipid analogues that prevent Akt activation and can selec tively kill lung and breast cancer cells with elevated Akt activity.

Cell culture Clones were cultured in DMEM supplemented with 20% F

Cell culture Clones were cultured in DMEM supplemented with 20% Fetal Calf Serum and 500 ug/ml of neomycin G418. Mu tations were verified by direct sequencing prior to the initiation of every experiment. Inhibitors incubation Transfected cells cultured 12 hours in FCS deprivation were incubated T-cell lymphoma 15 minutes selleck chemical Regorafenib with the corresponding how to order kinase inhibitor maintaining FCS deprivation. PI3K inhibitor LY294002, p44/42 ERKs inhibitors Inhibitors,Modulators,Libraries PD98859 or U0126 were obtain by Calbiochem, Ca. Afterwards, next fifteen minutes cells were in contact with FBS and without inhibitors. At the end of incuba tions, transfected cells were removed from the dishes and we obtained proteins or mRNA as convinced.

Tumour model Athymic male nu/nu Swiss mice Inhibitors,Modulators,Libraries were injected subcutaneously as previously described, according to the protocols ap proved by the Institutional Inhibitors,Modulators,Libraries Animal Care and Use Inhibitors,Modulators,Libraries Commit tee.

Tumours were measured periodically with a calliper, and the volume was calculated Inhibitors,Modulators,Libraries as length width2 1/2. Inhibitors,Modulators,Libraries Tumours were surgically removed and analysed when they reached a diameter of 1 cm. Protein expression analysis Western blotting Cells and tissue samples were lysed with RIPA buffer plus protease inhibitors. Forty ug of each protein sample were subjected to 10% SDS/PAGE under Inhibitors,Modulators,Libraries reducing conditions, and transferred to polyvinylidene fluoride membranes. Membranes were blocked in TBST buffer, 0. 05% Tween 20. 5% skimmed milk.

1 h, RT and probed with primary antibodies anti pan Ras, anti HIF 1, anti GLUT 1, anti VEGF A, anti Sp1, anti p ERKs, anti p Akt antibody 9271 and anti Inhibitors,Modulators,Libraries Tubulin.

Detection Inhibitors,Modulators,Libraries was performed using peroxidase conjugated secondary anti bodies. The resulting Inhibitors,Modulators,Libraries complexes were visualized by en hanced chemiluminiscence Inhibitors,Modulators,Libraries autoradiography. Autoradiographs were quantified by scanning densitometry Quantity One Quantitation Inhibitors,Modulators,Libraries Inhibitors,Modulators,Libraries Inhibitors,Modulators,Libraries Software. Enzyme linked immunosorbent assay/ELISA Expression levels of culture medium cells and tissue associ ated VEGF were also examined by enzyme linked immuno sorbent assay according to the manufacturers instructions. Vegf Immunohistochemistry It was performed on paraffin embedded tissues with VEGF mouse monoclonal antibody.

We used anti mouse DakoCytomation EnVision System HRP to visualize the reaction.

RNA expression Total RNA extraction and RT PCR Trizol Reagent according to manufacturers instructions was used to total mRNA ex traction.

One ug of RNA was reverse transcribed into cDNA using pdN6 primers using High Capacity Inhibitors,Modulators,Libraries Reverse Sorafenib Nutlin-3a mw Transcriptase. Subse quent Real Time PCR reaction for Vegf A mRNA levels was performed in duplo in the LightCyclerW System SYBGreen480 duplo using inventoried TAQMAN NSC-330507 gene expression assays Mm00545822. Every gene expression quantification was corrected using three housekeeping genes mitochondrial ribo somal protein L19 Mn00452754. Hypoxanthine guanine phosphoribonyl transferase 1 Mn01545399 and Pepti dylpropyl isomerase A Mn02342430.

This clustering indicated that the cell line, and then inhibitor,

This clustering indicated that the cell line, and then inhibitor, and finally the ligand treatment imparted the most substantial changes in the cells in the y dimension. In the dimension, the data indicated that the change by time point tended to cause the most substantial re sponse in phosphoprotein levels. For Navitoclax manufacturer each treatment, biological duplicates were measured and the absolute percentage difference between the two replicates was determined. A mean difference of 20. 4% was observed across all cell lines which when compared to the finding that the phospho sites varied by approximately 670% on average over un treated controls, was considered an acceptable amount of error.

Regression analysis correlating phosphoprotein measurements to cell survival in androgen depleted conditions In an attempt to understand how the alterations in signal ing may lead to variations in survival outcomes in cells grown in androgen Inhibitors,Modulators,Libraries depleted conditions, we built a statis tical model using PLS regression. The Inhibitors,Modulators,Libraries data was arranged so that the phosphoprotein data was regressed against the survival data using PLS regression on the complete data set of 8 phosphoproteins, at 3 time points, using 3 cell lines, with 6 treatments. After calculating the model parameters the leave one out cross validated R2 value was determined to be 0. 616 with 3 latent variables, and the predicted versus measured survival values were plotted. Additional latent variables beyond three had marginal explanatory power due to the fact that the majority of the variation in the X matrix could be described in terms of these latent variables, therefore three components were used for all analyses.

When this calculated R2 value was compared to the mean R2 value calculated from randomized models we observed that this model was 6. 36 standard deviations above the mean randomized value of 0. 1847 corresponding Inhibitors,Modulators,Libraries to a P value less Inhibitors,Modulators,Libraries than 0. 0001. Inhibitors,Modulators,Libraries This result indicates that this model can correlate to survival significantly better than by random chance. Upon determining that this model was significantly more accurate than a randomized model, we examined the regression coefficients to determine weights calculated on the different phosphoproteins. Consistently positive coefficients for p Erk were noted, as well as consistently increased p RPS6 across all time points. p JNK regression coefficients were negative at all time points along with p Akt and p Stat3.

p GSK3 additionally had minimal early Tipifarnib order and late time point regression coefficients, how ever had a substantially increased 4 hour regression coefficient. In order to better assess the contribution of the regres sion coefficients to the model outcome the absolute value of the coefficients was taken for each time point and the mean plotted for each phosphoprotein in descending order. From this, p Erk was determined to most strongly contribute to the model, followed by p RPS6 and p JNK.