PTEN can be inhibited in cancer cells upon induction of the pro i

PTEN can be inhibited in cancer cells upon induction of the pro inflammatory cytokine IL 1B. Stimulation with IL 1B inhibitor supplier activates NF kappaB by phosphorylation and degradation of I��B. This activation allows NF kappaB to translocate into the nucleus and transcriptionally acti vate target genes. NF kappaB is a heterodimeric transcription activator consisting of the DNA binding subunit p50 and the transactivation subunit p65. High levels of endogenous NF kappaB decreased the e pression of PTEN, and PTEN e pression could be res cued by specific inhibition of the NF kappaB pathway. These findings indicate that NF kappaB activation is neces sary and sufficient for the inhibition of PTEN e pression. Importantly, the mechanism underlying suppression of PTEN e pression by NF kappaB was independent of p65 transcription function.

These studies indicate that other molecules may be involved in the process of PTEN e pression inhibition by NF kappaB. In this study, we described a novel signaling pathway in which miR 425 can negatively control PTEN activa tion in cells upon IL 1B induction. The IL 1B induced e pression of miR 425 was regulated by NF kappaB. Selective inhibition of PTEN by siRNA or miR 425 can improve cell survival in response to IL 1B treatment. However, we cannot rule out the possibility that IL 1B could induce additional miRNAs that could directly or indirectly target PTEN. We presume that there are other IL 1B induced miRNAs involved in regulating PTEN e pression because overe pression of anti miR 425 could not completely block PTEN repression.

In addition to miR 425, miR 21 and miR 32 have been shown to target PTEN and to modulate growth, migration, and invasion in cancers of the digestive system. Downregulation of PTEN by miR 21 and miR 32 signifi cantly enhanced the survival and proliferation of human cancer cells e posed to inflammation stress, further supporting a critical role for PTEN in the mediation of apoptosis. NF kappaB activation is generally considered to be pro survival. We found that IL 1B induced NF kappaB activation was required for the upregulation of miR 425, which promoted cell Batimastat survival by repressing PTEN. NF kappaB was also considered as one of the major contributors in the oncogenesis of chronic inflammation induced colorectal carcinomas, most likely through the upregulation of its pro survival target genes including cyclin D1, VEGF, IL 8, CO 2, and MMP9. Therefore, the impact of NF kappaB activation on cell survival and proliferation in response to chronic inflammation most likely needs to be weighed in the conte t of cell types and cytokines as well as the e tent of activation. Similarly, the role of miR 425 in the regulation of cell growth and tumor progression is being studied but remains inconclusive.

In addition, the production of granzyme b and IFN by NK cells fro

In addition, the production of granzyme b and IFN by NK cells from normal donors when cultured with the K562 target cell line was not adversely affected in the presence of FLLL32. during The mean difference for granzyme b was 41. 0 spots well and 65 spots well for IFN. Discussion We have characterized the biologic activity of the cur cumin analog, FLLL32 on melanoma and immune effec tor cells. The present study has demonstrated that the FLLL32 small molecule can inhibit STAT3 signal trans duction and induce caspase dependent, pro apoptotic effects against human melanoma cell lines and primary melanoma cultures at micromolar concentrations. In contrast to curcumin and other STAT3 pathway inhibi tors, IFN induced STAT1 phosphorylation was not altered in the presence of FLLL32.

This compound did not inhibit the viability of PBMCs, NK cells or their cellu lar responsiveness to clinically relevant cytokines. These data show that FLLL32 represents a novel small molecule curcumin analog with STAT3 pathway specificity that will be considered as a lead compound for further drug development in melanoma. FLLL32 represents a structural analog of curcumin when locked into its diketone tautomeric form. A num ber of favorable biologic properties resulting from these modifications have been characterized in this study. First, FLLL32 was ten fold more potent than curcumin at inducing apoptosis of melanoma cells. Second, FLLL32 did not appear to have to ic effects on either nor mal PBMCs or NK cells. Third, FLLL32 was designed to specifically target the oncogenic STAT3 pathway, while leaving the STAT1 pathway intact.

Data from the present report indicate that in terms of in vitro specificity, FLLL32 was superior to other STAT3 pathway inhibitors or to curcumin. In fact, prior studies from our group have demonstrated that curcumin inhibited the phosphoryla tion of numerous STAT proteins in response to clinically relevant cytokines including IFN, IFN and IL 2. These inhibitory effects of curcumin were observed in both melanoma cell lines and in PBMCs from healthy donors. As a result, design of the FLLL32 analog was focused on ma imizing the target specificity for STAT3 over other STAT proteins. The present data support the STAT3 specificity of the FLLL32 lead compound, although they do not conclusively e clude that FLLL32 could modulate the phosphorylation of other unidentified kinases.

Numerous early generation small molecule STAT3 inhibitors have been reported to induce apoptosis via inhibi tion of STAT3 activation and or dimerization, while siRNA specific for the SH2 coding region of STAT3 could induce apoptosis in prostate cancer cells in vitro and in nude mice bearing human enograft tumors. Finally, studies Cilengitide have also shown that platinum comple es can promote anti tumor activity by virtue of their ability to inhibit STAT3. Collectively, these studies provide precedent for targeting STAT3 as a means of inducing tumor cell apoptosis.

A similar induc tion of transcription factors and defence related

A similar induc tion of transcription factors and defence related genes was observed by Bonaventure and co workers. selleck products However, in contrast to the previously observed reaction of fou2 to wounding, further induction of these transcripts upon infestation was much weaker than observed in wt plants. A similar lack of stress responses resulting from prolonged high endogenous JA levels was observed in potato plants subjected to wounding and water stress. Although several of the genes involved in JA biosynthesis are induced by JA thereby creating a positive feedback loop, there exists also a negative regulatory feedback loop protecting the plants from the adverse effects of their own defence.

The constitutive up regulation of the JA synthesis pathway in the fou2 mutant probably triggers this negative feedback loop, leading to desensitization of processes involved in the activation of the aphid induced defence. JAZ family proteins act to repress transcription of JA inducible genes and thus modulate JA mediated plant responses. The high induction of several JAZ genes in the fou2 mutant indicates activation of the desensitization mechanism and may explain the reduced responsiveness of fou2 plants challenged with B. brassicae. The negative regulation of JA responses is delayed and takes effect some time after the proceeding induction. The hyper activation of JA biosynthesis genes in fou2 plants shortly after mechanical wounding that was observed by Bonaventure and co workers was not observed by us after 72 h of sustained B. brassicae infestation.

This might be due to a stealthy manner of aphid feeding that causes only minimal tissue damage. The induction of the wound specific JA responses in aphid infested plants is therefore much weaker than in mechanically wounded plants. In addition, the high level of JAZ repressors may also tune the JA regulated tran scriptional changes in the aphid attacked fou2 plants after 72 h. Aphid fitness is comparable on wt and aos genotypes but reduced on fou2 Despite the reduced responsiveness of a wide range of defence linked genes in the aos mutant, we did not observe any improvement in aphid fitness in comparison to wt plants. This may seem surprising as JA signalling seems to be important for plant defence mechanisms induced upon infestation. In contrast to our results, Ellis and co workers observed increased growth of green peach aphid populations on the coi1 16 mutant that had defects in JA signalling. However the coi1 16 line carries an additional mutation that might have influenced M. persicae responses observed by Ellis and Drug_discovery co workers. This mutation lies in the PENE TRATION2 gene encoding a glycoside hydrolase and renders the PEN2 protein with highly reduced stabi lity.

After centri fugation at 12,000 �� g for 20 min at 4 C, the super

After centri fugation at 12,000 �� g for 20 min at 4 C, the supernatant was recovered and protein concentration determined. Protein was purified by precipitation and the pellet re suspended in DIGE lysis labeling buffer at 5ug ul. Samples were labelled using CyDye DIGE fluors, following manufac turers instructions. Three of the experimental replicates of each treatment were labelled individually selleck chem with 400 pmol Cy3 and the remaining three with 400 pmol Cy5. In addition, equal amounts of all experimental samples were pooled and 600 ug of protein were batch labelled with Cy2. The three labelled samples, corre sponding to two experimental samples and one internal reference pool, were then combined to have in each 2 D gel samples corresponding to fish fed either FO or VO within the same family group.

Two dimensional polyacrylamide gel electrophoresis Rehydration buffer containing 0. 2% DTT was added to the pooled protein samples to a final volume of 450 ul, which were loaded onto Immobiline DryStrip pH 3 11 NL, 24 cm IPG strips by passive rehydration at room temperature overnight in the dark. Proteins were sepa rated in the first dimension by isoelectric focusing at 20 C, applying increasing voltage until 200 V for 4 h, increasing to 500 V over a period of 3 h, then keeping the applied tension at a con stant 1000 V for 1 h, followed by a further increase to 8000 V over 90 min, maintaining this voltage for almost 9 h. After isoelectric focusing the strips were equilibrated in two 40 min steps using 50mM Tris HCl pH 8. 8, 6M urea, 30% glycerol, 2% SDS buffer, to which 2 % DTT and 2.

8% iodoacetamide were added to produce reducing and al kylating buffers, respectively. The strips were loaded onto a 12. 5% acrylamide gel cast between low fluores cence glass cassettes. The strips were overlaid with ReadyPrep Overlay Agarose and the six gel cassettes run in the EttanDALT system in two steps, at 60 mA, 80 V, 6 W for 1 h, and then 240 mA, 500 V, 78 W until the bromophenol blue dye front had run to 1 cm above the bottom of the gels. Laemmli buffers were used in the lower and upper chambers, respectively. Gel imaging and analysis Labelled gels were scanned using a Typhoon TRIO and Cy2, Cy3 and Cy5 images acquired using 520BP40, 580BP30 and 670BP30 laser emission fil ters, respectively, at 500 PMT and 100 um resolution.

Images were cropped to remove extraneous areas prior to analysis, and image analysis performed using Drug_discovery DeCyder V7. 0. The estimated number of spots for each co detection procedure was set at 10,000 and an exclusion filter was applied to remove spots with a volume lower than 30,000. Differential expression of protein spots was examined by two way ANOVA at a significance level of 0. 05. After verifying that significant spots were well matched across the gels, two pick lists were generated with a total of 22 and 45 spots for the diet and genotype factors, respectively.

5 106 K562 cells were subcutaneously injected in the right flank

5 106 K562 cells were subcutaneously injected in the right flank of mice. When the tumours reached approximately 200 mm3, the mice were randomly divided into four groups and treated with Jac A at 2, 10, 50 mg/kg or vehicle by oral gavage. Tumour growth was monitored by measuring the tumour size twice a week for 3 weeks after treatment. A nothing digital calliper was used to measure the tumour in two or thogonal dimensions. The volume was calculated with the formula 2/2. The body weight and survival of the nude mice were moni tored throughout the experiments. All animal experiments were approved by the animal care committee of the Sec ond Military Medical University in accordance with insti tutional and Chinese government guidelines for animal experiments.

Statistical analysis The data from the in vitro and in vivo experiments at dif ferent time points for the different treatment groups were analysed for statistical significance with the GraphPad Prism program. One way ANOVA was used among groups, followed by the Mann Whitney U test for post hoc comparisons to determine the P values. The statistical significance of differences in the survival of mice from the different groups was deter mined by the log rank test using the same program. Chemistry The purity of Jac A was verified with NMR and HPLC, and the purity of Jac A was 97%. Jacarelhyperol A, isolated from Hypericum japonicum Thunb. ex Murray. yellow powder Results Screening active compounds Fuoresence polarization was used to screen for Bcl 2 protein inhibitors. Jac A was chosen as the candidate compound for further research because of its high affinity to Bcl 2 proteins.

As shown in Figure 1 and Table 1, Jac A can dose dependently bind to Bcl xL, Bcl 2, and Mcl 1 with a Ki value of 0. 46 uM, 0. 43 uM, and 1. 69 uM, respect ively, which near to the activity of positive control Gossypol, a known Bcl 2 protein inhibitor. Predicting the binding modes of Jac A with Bcl xL To map the binding site of Jac A, we built complex struc ture of the compound with Bcl xL by docking. Jac A contains two xanthones and can generates many conformations by rotating the C10 ? O and O ? C3�� bonds. The best binding model is shown in Figure 2A, in which the two xanthones of Jac A exhibit two different orientations with a 90 dihedral angle and occupy three sub pockets. The three sub pockets play an important role in binding with pro death BH3 only proteins and ligands.

The P2 pocket, formed by residues Tyr 101, Ala 104, Leu 108, Val 126, Asn 135, Ala 142, and Ser 145, makes hydrophobic contacts with Carfilzomib the aro matic H ring of Jac A. In the P4 pocket, the aromatic B ring, double bond of the A ring, and the two methyl groups at C 3 make hydrophobic contacts with the hydro phobic pocket formed by residues Glu 96, Phe 97, Gly 138, and Tyr 195.

Our work further uncovered a novel component of the epigenetic re

Our work further uncovered a novel component of the epigenetic regulatory network that underlies the balanced state of rDNA clusters. In spite of previous reports on the potential role of Mybbp1a in gene regulation, demonstration of its func tional Enzalutamide prostate cancer significance in cells has been largely elusive. A re cent study showed that Mybbp1a is downstream of the Aurora B kinase signaling and plays an essential role in the normal progression of mitosis. Furthermore, Mybbp1a was recently found to signal a response to nu cleolar stress by facilitating the p300 dependent acetyl ation and activation of p53. In addition, Mybbp1a has been linked, via PGC 1 and Prep1, to mitochon drial respiration and insulin mediated glucose uptake in muscle, thus strengthening a relevant role of Mybbp1a in cellular metabolism.

Collectively, these studies insinuate that Mybbp1a is an important cellular factor with pleiotropic functions. Our present study pro vides further support to this possibility by establishing a previously unrecognized link of the Mybbp1a protein to ribosomal RNA expression regulation. Its nucleolar function may thus underpin proper protein production and cell proliferation. Due to tight coordination between ribosome biogen esis and cell proliferation and metabolism, transcription of rRNA and stable maintenance of rDNA clusters are thought to be under intricate control by intercalated mechanisms, particularly at the epigenetic level. Various chromatin remodeling and modifying activities with a role in rDNA transcription have been identified. To such regulatory networks, we have added a new important one.

The observed functional attributes of Mybbp1a are in accordance with those previously reported for other rDNA associated epigenetic repres sors, such as JHDM1B and energy dependent nucle olar silencing complex. Interestingly, an energy sensing nucleolar pathway involving eNoSC and Mybbp1a was recently implicated in the nucleolar stress associated regulation of p53. Possible func tional and physical interaction between Mybbp1a and these factors may thus contribute to a robust and dy namic expression of the ribosomal RNA. However, while GSK-3 an upregulation of rRNA may be accompanied by greater extent of cellular proliferation and sometimes an increase in cell size, as shown in the case of JHDM1B, knockdown of Mybbp1a led to instead a slower cell growth and slighted delayed G1 S phase progression. This discrepancy may be explained by the potentially multifunctional nature of Mybbp1a, abro gation of which may elicit compensatory changes that culminate in cell growth arrest and/or defect. In addition, disturbance of nucleolar content as a conse quence of rRNA accumulation may also activate stress signal cascades that ultimately restrain cell growth.

The p38 MAPK can activate the cAMP response element binding prote

The p38 MAPK can activate the cAMP response element binding protein, and CREB activates MITF expression, which positively contributes to melanin produc tion. The selleck chemical results in Figure 4C provide evidence that Lycium chinense Miller root SFE could inactivate CREB, JNK and p38, in turn inhibiting MITF expression. Furthermore, Protein kinase A signal ing is also reported to be involved in melanin production. The MSH mediated elevation of cellular cAMP levels could activate PKA. In turn, activated PKA can acti vate CREB, leading to the activation of MITF transcrip tional activity and resulting in the expressions of melanogenesis related proteins. Our results shown in Figure 5 also suggest that Lycium chinense Miller root SFE inhibits melanin synthesis by blocking the PKA pathway.

The ABTS free radical has been widely applied to esti mate the free radical scavenging activity of antioxidants. Antioxidants can either transfer electrons or hydrogen atoms to ABTS, thus neutralizing the species free radical character. In the present study, the Lycium chinense Miller root SFE showed lower free radical scavenging activ ities compared to the activity of Vitamin C or BHA. When assaying the total phenolic content of the Lycium chinense Miller root SFE, it was interesting to find that a higher concentration of the root extract has a highertotal phenolic content. This is probably due to most bioactive compounds such as polyphenols including tannins and flavonoid in the extracts. Polyphenols are one of the major plant compounds with antioxidant activity.

The antioxidant activity of phenolic compounds is re ported to be mainly due to their redox properties, which can play an important role in adsorbing and neutralizing free radicals, quenching singlet and triplet oxygen or de composing peroxides. To confirm the antioxidant capacity of Lycium chinense Miller root SFE in a cellular environment, intracellular ROS levels were evaluated. The principle of the assay is based on the fact that DCFH DA diffuses through the cell membrane and is enzymatically hydrolyzed by esterase to DCFH, which reacts with ROS to yield DCF. Rapid increases in DCF indicate the oxidation of DCFH by intracellular radicals. The results GSK-3 reveal that the flower extract depleted intracellular ROS in a dose dependent manner. The skin is exposed to UV and envir onmental oxidizing pollutants and is a preferred target of oxidative stress. It is reported that ultraviolet irradiation induces the formation of reactive oxygen species in cutaneous tissue, provoking toxic changes such as lipid peroxidation and enzyme inactivation. It is reported that chronic exposure to solar UV radiation plays a role in the initiation of several skin hyperpigmentation disorders.

However, even under optimal treatment conditions, the 5 year surv

However, even under optimal treatment conditions, the 5 year survival rate doesnt exceed 25%. Additionally, palliative treatment in advanced tumour stages is associated with a poor prognosis and a median survival of about 6 months. To improve this situation, investigation of new therapeutic agents for PDAC treatment is essential. The family Idelalisib CLL of HDACi represents a novel approach in oncological research. In defined predominantly haem atological tumour entities, HDACi have already passed the stage of experimental research and been investigated clinically. Regarding PDAC, promising results have been shown using SAHA, TSA, butyrate and some other histone deacetylase inhibitors in experimental studies. Belinostat is a novel member of the family with a distinct pan HDAC inhibitory effect.

It has been shown to be strongly effective in experimental settings of ovarian, bladder and colon cancer, as well as haemato logical tumour entities. Consecutive clinical trials have proven an anti tumour effect of belinostat as a monotherapy in T cell lymphomas and thymomas. In addition, belinostat has demonstrated beneficial effects in combination with other anti cancer drugs for the treatment of ovarian and bladder cancer, CUP, multiple myeloma and acute myeloid leukaemia. Despite these findings, no data are available concerning belinostat in the context of PDAC treatment. Consequently, in the present study, the efficacy of belinostat for PDAC treat ment was investigated in experimental in vitro and in vivo settings for the first time.

Comparable to the results of previous studies in blad der, colorectal or hepatocellular carcinoma, we found a strong dose dependent antiproliferative ac tivity of belinostat in three pancreatic cancer cell lines with an IC50 concentra tion in the nanomolar range, similar to other tumour entities. This antiproliferative effect can be explained by a strong proapoptotic activity in pancreatic cancer cells, demonstrated by annexinV propidium iodide staining. This is in line with other studies on AML and hepatocellular carcinoma cells, underlining that apoptosis induction is an important mechanism of the anti tumourous effect of HDACi, and particularly beli nostat. As apoptosis induction is an important mechan ism of anti cancer chemotherapy, we tested the influence of concomitant use of belinostat and gemcita bine.

As described in studies with other HDACi like tri chostatin A and 4 phenylbutyrate, the combination of gemcitabine and belinostat strongly enhanced the proapoptotic effects of each substance alone. This may be due to the expression of proapoptotic proteins like Caspase 8 and Bid, and activation Carfilzomib of the gemcitabine mediated JNK pathway. Increase in histone H4 acetylation has been shown to be helpful in monitoring belinostat activity. Conse quently, we examined belinostat dependent expression of acH4 in PDAC cells.

At the protein level, bands of 59 kD and 49 kD, correspond ing to

At the protein level, bands of 59 kD and 49 kD, correspond ing to HDACs 2 and 3, respectively, appeared to be most abundant. This is similar to a previous report of the pat tern of HDACs selleckchem Sorafenib expressed in normal brain tissue. To examine the change in HDAC expression in response to ONC, quantitative RT PCR analysis was con ducted on samples isolated from several time points fol lowing surgery. By 1 day post ONC, the mRNAs for Hdacs 2 and 3 doubled, while transcripts for Hdacs 1 and 5 showed modest, but not significant increases. At 3 days post ONC, only Hdac3 transcripts remained significantly elevated. By 7 days post ONC, no significant elevation of any of the examined Hdacs was detected.

HDACs 2 and 3 in injured retinas Since both Hdac 2 and 3 transcripts showed a significant increase following ONC and the majority of HDAC activ ity was sensitive to apicidin, we characterized these HDACs in the retina before and after ONC. To determine the localization of these isoforms, immunofluorescence was performed on retinal cryosections from control and crush eyes. Both HDAC2 and HDAC3 were present in cells of the ganglion cell layer and inner nuclear layer of control eyes. At higher magnifi cation of the GCL of control retinas, HDAC2 colocalized with 4,6 diamindino 2 phenylindole, indicating that it was nuclear, con sistent with reports that this is an exclusively nuclear pro tein. In contrast, HDAC3 labeling was diffuse and appeared to be predominantly cytoplasmic with minimal overlap with DAPI labeling.

This was also in agreement with previous reports that HDAC3 contains both a nuclear localization signal and a nuclear export signal, and can exist in both the cytoplasm and nuclei of cells. Because subcellular localization of HDACs is a com mon mechanism of controlling HDAC activity, we also examined the distribution of HDAC2 and HDAC3 after ONC. In sections from retinas 3 days post ONC, HDAC2 remained localized to nuclei of the GCL. HDAC3 localization in the GCL, how ever, appeared to change after ONC, with cells showing both cytoplasmic and nuclear localization, as determined by colabeling with DAPI staining. To confirm these findings, west ern blot analysis was conducted on nuclear and cytoplas mic fractions isolated from control and crush retinas. As shown in Figure 3C, a band at 59 kD, corresponding to HDAC2, was present in the nuclear fractions of both con trol and ONC retinas.

A 49 kD band, corresponding to HDAC3, was present in the cytoplasmic fraction Anacetrapib from control retinas, but was both cytoplasmic and nuclear in the experimental crush retinas consistent with the nuclear translocation of this protein after ONC. As a con trol for the fractionation, the blots were also probed for acetylated histone H4 and GAPDH as nuclear and cyto plasmic controls, respectively. Histone H4 acetylation in the GCL decreases following ONC Histones H3 and H4 are substrates of HDACs 2 and 3.

With the H4K12ac dataset, we obtained 5 53 million total reads,

With the H4K12ac dataset, we obtained 5. 53 million total reads, of which 4. 04 million were selleck chem unique reads with an average coverage of 8. 7 reads per promoter and 123 reads per CDS. The higher sequence coverage of H4K5ac in control, 13. 3% more mapped reads compared to FC, may account for the larger number of genes identified in control with our exclusion criteria. The lower coverage in H4K12ac may also explain the smaller percentage of genes found to overlap with H4K5ac. Differential peak calling and data mining analysis Peak finding was performed using a Model based Ana lysis of ChIP Seq algorithm. To determine genes differentially enriched for H4K5ac in the respective groups, we ran MACS on fear conditioned against non fear conditioned control and vice versa.

H4K5ac peaks were identified in MACS with the following parame ters effective genome size 1. 87e 09, tag size 50, bandwidth 300, m fold 4, and P value cutoff 1. 00e 5. We also used the Statistical model for the Identification of chip Enriched Regions to call differentially acetylated peaks between groups. We used the following parameters for SICER redundancy threshold 1, window size 200, fragment size 150, effective genome fraction 0. 7, gap size 400, FDR 1. 00e 3, and filtered post analysis for genes with P value 1. 00e 5. We further compared results to the Genomatix NGS analyzer with Auto Claverie algorithm with the following parameters window size 100 and P value 0. 05, filtered post analysis for genes with P value 1. 00e 5. EpiChip analysis was performed according to standard protocols, except gene scoring was performed 5000 from the 5 start position.

H4K12ac ChIP Seq data, by CFC in young mice, was obtained from the public repository at Galaxy Central. Con trol ChIP Seq data for H4K12ac, for sample or experi mental condition, was not available. Gene ontology and pathway analysis To determine functional gene enrichment and inter action networks of genes differentially acetylated in fear conditioned compared to non fear conditioned controls, we used the genes identified in MACS for functional annotation. From the 241 differentially acet ylated regions identified in fear conditioned over con trol, 115 unique peaks were associated in the promoter or coding region of genes. From the 77 differentially acet ylated regions identified in control over fear conditioned, 42 unique peaks were associated with gene bodies.

We used The Database for Annotation, Visualization and Inte grated Discovery for the analysis of functionally enriched genes in our respective gene lists. Settings were set at a count threshold of 2 and EASE score of 0. 1, a more conservative test than Fishers Exact test. We also used Web based Gene Set Analysis Toolkit V2 for the analysis Drug_discovery of functionally enriched genes in our respective gene lists.