Taken together, through comparative transcriptome analysis and co

Taken together, through comparative transcriptome analysis and construction of a citrus gene coexpression analysis, we have provided a sys check details tems view of citrus response to the Ca. Liberibacter infec tion causing HLB. Results An overview of comparative analysis of HLB transcriptomes To perform a comparative transcriptome study, we decided to use the same data pre processing and statis tical analysis methods and the same selection criteria for the identification of HLB significantly regulated genes. Two sets of the citrus Affymetrix GeneChip data derived from very recent publications were retrieved from the NCBI Gene Expression Omnibus data base, while the data for the two earlier reports were pro vided by Drs. Bowman and Wang, respectively.

These four reports represent six different studies that can be used for individual comparisons, with a total of 34 arrays. In these studies, genome wide gene expression was profiled from the citrus leaves inoculated by the HLB bacterium Las. However, these six studies can be categorized into three distinct HLB dis ease stages. Because the three studies used the leaf samples 30 35 weeks after inoculation, we arbi trarily called this very late stage by following the defin ition of early and late stages described in the first HLB transcriptome study. The citrus GeneChip contains a total of 30,173 Probe sets. Because the Affymetrix company has not provided a comprehensive annotation analysis for those Probesets, it is not known how many unique citrus genes are actually represented in the chip.

Therefore, we decided to analyze the number of Probesets that are significantly regulated in response to HLB. The data pre processing was described in Methods. In brief, those Probesets with the calls of present or marginal in at least two chips in each of the four reports were included in our analysis. For the identification of significantly regulated genes, the adjusted LPE approach was used because of its power in analyzing small samples. In our analysis, a two fold cutoff was used, resulting in various numbers of genes that were either up or down regulated in each of the six studies. The HLB regulated genes for each study were listed in Additional file 1. If the genes signifi cantly regulated in at least one study were added to gether, we found that a total of 3,345 and 3,230 Probesets were up regulated and down regulated, respectively.

These Probesets are called HLB responsive genes in this study. The percentage of HLB re sponsive genes identified in this comparative analysis is similar to that of the bacterial pathogen respon sive genes in Arabidopsis. This indicates that either the disease response mechanism could be somehow con served or these four reports have probably Anacetrapib identified most of the HLB responsive genes in the citrus genome.

The

The http://www.selleckchem.com/products/PF-2341066.html question whether taxol is more active than baccatin III in the induction of apoptosis because the ester is readily transported in the cell remains to be answered. As fungal baccatin III was found to be less active than fungal taxol in the in vitro studies, it is possible that fungal taxol, apart from its microtubule binding kinetics and interactions with other proteins may have advantage over baccatin III particularly in the cellular uptake process. Background Cervical cancer is a common gynecological malignancy. Persistent human papilloma virus infection has been rec ognized as the primary pathogenic factor for the devel opment of cervical cancer, however its mechanism remains unclear. Recent studies have shown that tumor tissues contain a very small number of stem like cells that are responsible for self renewal, differentiation, tumor growth, metastasis and recurrence.

Hence, an increasing number of studies have been conducted on cancer stem cells in an attempt to identify the mechanisms of the genesis, development and drug re sistance of tumors. The principal problem of the relevant research is the isolation and identification of CSCs. Be cause of lack of markers, CSCs have been mainly isolated by approach of isolating adult stem cells. These methods include cell sorting based on the expression of surface biomarkers, suspension sphere culture, and functional cell sorting based on the biological characteristics of the cells cell sorting. In 1996, Goodell et al. discovered SP cells when examining mouse bone marrow hematopoietic stem cells using the fluorescent dye Hoechst 33342.

After more than a decade of research, SP cells are considered to be a com mon phenotype of stem cells. To date, SP cells have been isolated from many tumor tissues and cell lines such as blood, breast, glioma, cervix, liver, ovar ian, lung, and pancreas. Further experiments have confirmed that SP cells possess CSC like features in cluding self renewal, asymmetric division into SP and non SP cells, and apparent drug resistance. Many reports indicate that SP cells are an ideal model for stem cell research. The characteristic of SP cells to rapidly extrude Hoechst 33342 is based on the expression of ABCG2/BCRP1, a breast cancer resistance protein of the ATP binding cassette transporter family. ABCG2/BCRP1 is a transmembrane protein that plays an important role in the multidrug resistance of tumor cells.

The expression of ABCG2/BCRP1 shows a strong positive correlation with the phenotype AV-951 of SP cells in a series of studies, which is the molecular basis of the phenotypic characteristics of SP cells. High ex pression of ABCG2/BCRP1 in SP cells is contributed to drug resistance and tumor recurrence. In 2004, Kondo et al. reported that the SP cells iso lated from the cervical cancer cell line HeLa account for approximately 1. 2% of the total number of HeLa cells.

Here, we observed that this ther apy also induced the substantial

Here, we observed that this ther apy also induced the substantial activation of ATM and Chk2, which resulted in nuclear focus localisation of p ATM and p Chk2. Consistent with these results, treatment of MDA MB 231 cells with TMCG/ DIPY resulted in an increase in E2F1 phosphorylation SB203580 p38-MAPK at Ser31 and Ser364 .. Because TMCG/ DIPY treatment positively influenced E2F1 mediated cell death, we hypothesised that this combination might represent an attractive strategy to target over expressed E2F1 in 4OHT treated ER negative breast cancer cells. To test our hypothesis, MDA MB 231 cells were treated with the triple TMCG/DIPY/4OHT combination, and the effects of this combination on cell growth and apoptosis were compared to those of the double TMCG/DIPY combination treatment.

As observed in Figure 6A, addition of 4OHT to the double TMCG/DIPY combination significantly increased the number of apoptotic cells. This increase in apoptosis was also correlated with cellular damage, as indicated by an increase in the number of cells that were positive for phosphorylated histone H2AX and with an augmented ratio of H2AX per nucleus. The analysis of E2F1 phosphorylation at Serines 31 and 364 indicated that overexpressed E2F1 was fully phosphorylated in cells subjected to TMCG/DIPY/4OHT therapy, which is consistent with the pattern of Chk2 and ATM activation in these cells. Consistent with our hypothesis of TMCG/DIPY/4OHT combination inducing E2F1 mediated apoptosis, we observed a significant increase of p73 and Apaf1 mRNAs after treatment.

Conclusions As described in the introduction, the mutational status of the p53 gene and/or the levels of expression of ER determine the sensitivity or resistance of breast cancer cells to apoptosis. The p53 tumour suppressor protein is an essential component of the cell response induced by genotoxic stresses, but the p53 gene is inacti vated or mutated in the majority of human tumours. To overcome these obstacles, genes that can compensate or bypass cell death defects regardless of the p53 status are particularly useful. E2F1 and its proapoptotic genes represent such a group of molecules and therefore have direct implications as anti neoplastic therapeutics for cancers lacking p53 activity. Recently, our research group has generated novel antifolate drugs that have successfully been used in combined hypomethylating therapies against melanoma and breast cancer. Here, we present an experimental therapy that is effective in breast cancer cells independently of their p53 and ER status, and confirm the hypothesis Anacetrapib that the elevation of E2F1 in the presence of genotoxic stress could represent a valuable therapy against cancers.

mock treated control,

mock treated control, Wortmannin manufacturer belinostat and VPA treatment in HeLa cells. The doses chosen were close to the IC50 values in HeLa 0. 76 M and 3. 3 mM for belinostat and VPA respectively, and induced histone H3 and H4 hyper acetylation. Differential gene expression patterns were detected between each experimental condition versus control. Fig. 3 summarizes the number of non redundant genes significantly deregulated in response to drug treat ment, at an arbitrary 2. 0 fold change cut off value. The number of genes deregulated by belinostat or VPA is 5. 3 and 6. 0% respectively. Further, a greater proportion of genes are induced by both drugs. The relationship of differentially expressed genes between belinostat and VPA was illustrated by Venn dia grams, and demonstrated that approximately 30% of altered genes responded identically between drug treat ments.

In the literature, certain genes have been identified whose expression is affected by HDACi treatment. For instance, Glaser et al. recognized a common set of 13 core genes whose expression were universally altered in response to various HDACi in multiple cell types. Some of the commonly affected genes are listed in Table 1 for belinostat and VPA treatment, and these include up regulation of CDKN1A and FUCA and down regu lation of TYMS, CTPS and KPNB1 by both drugs. Hence, this study confirms a subset of 5 of the 13 core genes besides other known HDACi target genes. Comprehensive gene lists of all conditions at above 2 fold changes are accessible.

Data were validated by qRT PCR analysis on 9 selected genes on RNA samples used in microarray analysis plus inde pendent ones, and an overall good correlation to the microarray data was observed. Gene expression profiles of class I HDAC depletion Further, we conducted a genome wide analysis of the tran scriptional response to siRNA mediated depletion of three class I HDACs in HeLa cells. As for HDACi samples, DNA chip analyses were carried out in independent triplicates for each condition. scrambled siRNA control, HDAC1, 2 and 3 KD at 48 hours post transfection. Differential gene expression patterns between each knockdown condition and scrambled control were identified by statistical analy sis. Efficient KD was confirmed by the microarray data, as each HDAC isoform was specifically down regulated 7 10 fold.

The proportion of non redundant significant transcripts affected by the down regulation of each HDAC enzyme at 2. 0 fold change or more is in the range 1. 4 2. 0%, and highest for HDAC1 KD. As for HDACi drugs, a slight overweight of transcripts was induced AV-951 for HDAC1 and 2 KD samples. In contrast, HDAC3 KD was the only condition not showing this pat tern. The proportion of genes with identical expression between KD conditions was in the order of 19 27%, with HDAC1 KD displaying the least overlap with the other two KD conditions.

Changes in FAK activation in these cells

Changes in FAK activation in these cells MG132 proteasome were further evaluated using antibodies directed against the FAK phosphorylation site Tyr925. Western blotting showed that TPA significantly increased the Src and FAK phosphorylation of HONE 1 cells in a time dependent manner. Moreover, STE reduced the phosphorylation of Src and FAK in HONE 1 cells, suggesting that STE inhibited HONE 1 cell migration, at least in part, through the regu lation of Src and FAK phosphorylation. Effects of STE on MAPK pathways After the inhibitory effects of STE on cell migration invasion and proteinases were revealed, the effects of STE on the expressions of MAPK pathways were in vestigated using Western blotting to elucidate their underlying mechanisms.

Western blotting showed that TPA significantly increased the three MAPK pathway phosphorylations of HONE 1 cells in a time dependent manner. Furthermore, STE reduced the phosphorylation of ErK1 2 in HONE 1 cells, but not the phosphorylation of the JNK and p38 pathways. To further determine whether STE inhibition of MMP 9 activity was caused mainly by the inhibition of the Erk 1 2 signaling pathway, its effects on a specific inhibitor of the Erk1 2 pathway in HONE 1 cells were inves tigated. In the gelatin zymography assay, TPA induced MMP 9 activity of HONE 1 cells was significantly reduced by the Erk 1 2 inhibitor. The results also showed that a combined treatment of the Erk 1 2 in hibitor and STE further reduced MMP 9 expression. Thus, the inhibition of the Erk 1 2 signaling pathways might result in reduced MMP 9 expression.

Discussion The nasopharynx is situated over the base of the skull where lymphatic tissues and circulation are rich. Metastases of nasopharyngeal cancer cells to the neck lymph nodes and distant organs are common in NPC patients, even in the early stage of the disease. Herbal medicines are a popu lar practice of healthcare in eastern countries. Numerous studies have shown that they are beneficial in the treatment of many diseases, including cancers. Although the anti tumor activities of several herbal medicines against hu man NPC cells have been demonstrated previously, there is no data in current literature regarding the anti metastatic activity of herbal medicine for NPC cells. The present study demonstrates that the extract of Selaginella tamariscina can significantly inhibit the migration and in vasion ability of HONE 1 cancer cells, suggesting a poten tial role in the treatment of metastatic NPC.

A degradation of the ECM and components of the basement membrane by MMPs play a crucial role in the development of cancer metastasis. AV-951 In vivo evidence from chicken chorio allantoic membrane assay shows that MMP 9 is inter dependent in tumor invasion, while tumor cells show only low levels of invasion in the absence of MMP 9. Itoh et al.

We speculate that some unknown binding

We speculate that some unknown binding www.selleckchem.com/products/Vorinostat-saha.html factors may form a complex with STAT1 3 5 proteins in vivo in the presence of chrysin to facilitate STAT1, 3 5 for easy recognition and accessibility to the two STAT binding sites. It could be very interesting to identify such chrysin regulated proteins that bind to STAT binding sites. In fact, our studies indicate that modification of chro matin structure in response to histone acetylation and methylation of the two responsive sites is sufficient to allow the transcriptional activation of p21WAF1 presum ably via STAT proteins. These findings dem onstrate a possible working model of chrysin for not only regulating cell cycle but also connect epigenetic modulation of p21WAF1 promoter and STAT signaling pathway as well.

The functional importance of STAT region in the promoter activation was highly elucidated. In this study we found that chrysin treatment caused decrease in the protein level of NF kB dependent genes such as Bcl xL, survivin that lead to cell death by enhancing the activity of caspase 3. Thus chrysin can be used as a single drug when compared with combinatorial therapy such as recently used HDAC inhibitor and demethylating agent. Conclusions In summary, we have shown that chrysin posses potent invitro anti cancer activity by suppressing cell prolifera tion, inducing G1 cell cycle arrest with the upregulation of p21 and decrease in cyclin D1, cdk2 protein levels. This compound caused inhibition of HDAC 8 activity with no effect on the activity of HDAC 1 2.

The protein levels of HDAC 2, 3 and 8 were found to be drastically reduced with no change in HDAC 4 6 upon chrysin treat ment. Chrysin caused histone modifications such as acetylation and methylation at p21 promoter particu larly at STAT binding site and resulted in increased p21 promoter activity. More over chrysin as a HDAC inhibitor cause apoptosis by decreasing the levels of NF kB targeted and HDACi related genes such as Bcl xL, survivin and increased the level of caspase 3 proteins. Methods Chemical structure and extraction of natural compounds The dried stem bark of dundilum tree, Oroxylum indicum was grinded and extracted consecutively with hexane in a soxhlet apparatus. Solid residue in the hexane extract was filtered and subjected to silica gel column chromatography to isolate two major frac tions.

Fraction F1 was purified on silica gel column chromatography eluted with 0. 5 % MeoH in Chloroform to isolate methoxy chrysin. Simi larly, Fraction F2 was subjected to repeated column chro matography with the elution of 2 % MeoH in Chloroform to isolate oroxylin A and chrysin. The purifi cation, Carfilzomib chemical structure and characterization of all three compounds were determined via extensive spectroscopic NMR, ESI MS, and HPLC methods. The conserved methyl oxide and hydroxyl group are shown in the chemical struc ture of small flavonoid compounds.

A time dependent in crease in endogenous Hax 1 level was also obs

A time dependent in crease in endogenous Hax 1 level was also observed in cells treated with MG132. We next exam ined the turnover of endogenous Hax 1 in the presence of MG132 using CHX chase experiments. In the pres ence of MG132, endogenous Hax 1 was not observed to be selleck Tubacin degraded within 4 hours, however, in the absence of MG132, it was rapidly degraded after two hours. Hax 1 conjugation with K48 linked ubiquitin chains is dependent on the PEST sequence We have shown that Hax 1 is degraded by the prote asome. Usually, the proteasomal degradation process requires polyubiquitination of the substrates. We therefore tested if Hax 1 is ubiquitinated and if yes, what kind of ubiquitin conjugation is involved in the degradation of Hax 1.

Enhanced ubiquitination of Hax 1 was observed in the presence of MG132 than that in the absence of MG132 as revealed by co immunoprecipitation experiments. Then, we examined the polyubiquitin of Hax 1 with two specific antibodies which recognize K48 or K63 linked ubiqui tin, respectively. Increased polyubiquitination of Hax 1 was detected with an antibody specific to K48 linked polyubiquitin, but not with that to K63 linked polyubi quitin, suggesting that Hax 1 is mainly conjugated by the K48 linked ubiquitin chains. We next evaluated if the PEST sequence affects Hax 1 polyubiquitination. We found that the deletion of the PEST sequence in Hax 1 greatly decreased its polyubi quitination, suggesting that the PEST se quence in Hax 1 is necessary for its ubiquitination.

Increased degradation of Hax 1 during apoptosis As Hax 1 is known to be an anti apoptotic protein, we hypothesized whether its degradation is regulated under apoptosis. We transfected H1299 cells with EGFP Hax 1 and treated them with DMSO or staurosporine, an inducer of apoptosis. In the absence of MG132, the amounts of Hax 1 protein decreased with increasing concentration of STS, however, in the presence of MG132, the trend was largely attenuated, suggesting an accelerated degradation of Hax 1 by the proteasome under apoptosis. PEST Hax 1 mutant attenuated STS induced cell death As overexpression of Hax 1 has been shown to have an anti apoptotic effect and also regulates mitochondria membrane potential, we examined the effects of knockdown of Hax 1 on STS induced apoptosis. The ef ficacy of the siRNA against Hax 1 was evaluated.

STS induced significantly higher level of apoptosis in those cells in which Hax 1 levels were knocked down as compared to control cells. This increase in apoptosis also elevated with increased STS dosage. Using JC 1 staining, Dacomitinib we found that mitochon drial potential was also greatly decreased in Hax 1 knockdown cells than in control cells upon CCCP treatment. These data indicate that Hax 1 is important for cells against apoptotic stress or mitochondrial dam age.

We can also apply this

We can also apply this following system to other research fields. Further modification and development of this system will be needed in order to be applied for more systematic and high throughput screenings. Conclusion Here we present the in vitro real time oscillation monitor ing system. Indeed, we newly found eight can didates out of 299 compounds as circadian entrainment factors. We further con firmed that one of the candidates, 15d PGJ2, triggers the rhythmic expression of endogenous circadian clocks by inducing Crys and Ror, but not Pers, in NIH3T3 cells, indicating that this assay system is a powerful and use ful tool for the initial screening procedure. This system can also be applied not only to find new intracellular mol ecules involved in circadian clocks.

new transcription fac tors, new signaling and degradation pathways, but also to investigate other cellular mechanisms like cell cycle or oncogenesis. Methods Cell culture Rat1 and NIH3T3 fibroblast cells were grown at 37 C and 5% CO2. Rat1 and NIH3T3 cells were grown in Dulbeccos Modified Eagle Medium with L Gln and sodium pyruvate supplemented with 5 and 10% fetal bovine serum, respectively, and antibiotics. Establishment of mPer2 luciferase stably expressing Rat1 cell line A bacterial artificial chromosome clone containing the complete genomic sequence of the mouse Per2 gene was purchased from BACPAC Resource Center at Childrens Hospital Oakland Research Institute. The mPer2 promoter region was isolated and cloned in the pGL3 Basic vector. The mPer2 region spans from 2811 to 110.

Rat1 cells were cotransfected with linearized mPer2 promoter pGL3 and pcDNA3, which contains neomycin resistant gene. Transfection was carried out by using Polyfect Trans fection Reagent according GSK-3 to the manufac tures instructions. The cells were cultured in 10% FBS DMEM containing 500 g ml geneticin for 1 to 2 weeks. Cells were then individually isolated, and 24 clones were established as mPer2 luc Rat1 cells. After screening for the luciferase activity by using IV ROMS, we established two independent clones with clear rhythmic activity. Real time luciferase activity monitoring in living cells mPer2 luc Rat1 cells were seeded in a 35 mm dish at den sity of 2 105 cells and incubated for 2 days. The medium was then exchanged for serum free medium supple mented with a compound to be screened. Compound was diluted to a final concentration of 1 M for peptide and 1 or 10 M for bioactive lipid, respectively. One hour later the medium was replaced with 1% FBS DMEM supple mented with 0. 1 mM luciferin 10 mM HEPES. Light emission was measured and integrated for 1 min at intervals of 15 min with a photomultiplier tube. Data were ana lyzed by LM2400 software.

We demonstrated that overexpression of IRS 1 inhibits autophagy i

We demonstrated that overexpression of IRS 1 inhibits autophagy in the present study. The previous finding in dicating that knockout of IRS 1 results in increased numbers of autophagosomes in mice cardiomyocytes further supports our data, and suggests promotion info that IRS 1 is involved in the regulation of autophagy. We found that overexpression of IRS 1 increases both ERK and mTOR p70 S6K activity. Activation of ERK signaling induces autophagy, activation of mTOR signaling inhibits autophagy, and activation of p70 S6K signaling induces autophagy. Basal autophagy was decreased in cells overexpressing IRS 1 even though ERK and p70 S6K signaling were activated. This might be due to the interaction of com plex intracellular signaling networks in response to dif ferent stimuli, and be explained by the presence of different downstream mTOR signaling pathways.

The mTOR p70 S6K signaling is involved in cell growth, thus, cells overexpressing IRS 1 grow more rapidly than the control cells do. However, the mTOR unc 51 like kinase signaling negatively regulates autophagy. In summary, mTOR is activated by overexpression of IRS 1 in cells, in which autophagy is inhibited. Despite its lack of intrinsic kinase properties, IRS 1 is thought to be involved in tumorigenesis, it interacts with B catenin, an important regulator of stem progenitor cell fate, and levels of B catenin target genes, such as c myc and cyclin D1, are increased in mammary tumors that overexpress IRS 1. IRS 1 directly binds, interacts, and cooperates with numerous oncogene proteins, including JCV T antigen, and simian virus 40 T antigen.

Additionally, IRS 1 has an anti apoptotic function that protects cells from apoptotic cell death. In this study, we found that activation of IRS 1 signaling pro motes cell proliferation, probably via concomi tant activation of mTOR p70 S6K and ERK signaling. Both of these pathways are involved in cell growth and proliferation. Further, IRS 1 protects cells from oxidative stress mediated cell death. These may be the reasons why the expression levels of IRS 1 increase in some types of cancers. Thus, our find ings afford a credible explanation for IRS 1 involvement in the tumor initiation and progression. The proposed relationship between IRS 1, oxidative stress, and regulation of autophagy and cell growth is shown in Figure 9.

In addition to activating p70 S6K to promote cell Entinostat growth, mTOR negatively regulates autop hagy via inhibition of the ULK complex. IRS 1 promotes cell growth and inhibits autophagy by enhancing mTOR activity, it also promotes cell proliferation via activation of ERK signaling. ROS activates AMPK by activating ATM protein, or via other pathways, AMPK then pro motes autophagy through direct inhibition of mTOR, or by indirect inhibition of IRS 1 Akt mTOR signaling. By contrast, IRS 1 can reduce AMPK activity by inhibition of LKB1. Both the ERK and p70 S6K signal ing can induce autophagy.

Betweenness did not change drastically following systematic remov

Betweenness did not change drastically following systematic removal view more of the top connected nodes compared to random node removal. However, systematic removal of hubs increased characteristic path length to a threshold beyond which it rapidly collapsed due to splintering of the core network into small subnet works. Characteristic path length was unaffected by removal of random genes and the network remained intact. It was then of interest to identify biological processes represented by the core network. Of 1020 core genes, 176 participated in DNA dependent regulation of transcription, 171 in Transport, and 117 in Transcrip tion. Additionally, the 1020 genes were mapped to KEGG pathways such as Oxidative phosphorylation, MAPK signaling pathway, and Focal adhesion.

Evi dently, not all genes can be associated with GO or KEGG classes. The topology of the core network was further interro gated by MCL clustering. MCL partitioned the core network into 48 clusters. The largest cluster contained 252 genes. Overall, there were 7 clusters with 20 or more genes, representing 70% of the core network. Because each cluster may contain genes involved in a common molecular pathway, over represented KEGG pathways for each cluster were identified using the log odds ratio. Only the largest three clusters could be detected as enriched by KEGG pathways, due to low counts. For example, Clusters 1 was mostly representative of Apoptosis and Valine, leucine, and isoleucine degradation while cluster 2 was representative of Proteasome. The question arises whether the 1020 genes of the Core network are also evolutionarily conserved.

These genes were compared against the complete genomes of 287 species stored in the COGENT database, resulting in a network of 100532 pairwise sequence similarities covering 64550 unique homologues. There are 271 genes that match 200 species or more, while the frequency distri bution of core gene homologues is a typical distribution for sequence similarities. Only 7 genes do not have a homologue apart from human or mouse, most of them encoding proteins of unknown function, except 00000078135 which encodes the EP300 interacting inhibitor of differentiation 1 gene.

The following numbers of core genes have detected a number of unique homologues, respectively as follows, 993 detect 8928 in human, 999 detect 6235 in mouse, 794 detect 3697 in Drosophila melanogaster, 728 detect 2424 in Caenorhabditis elegans, 413 GSK-3 detect 697 in Saccharomyces cerevisiae S28, just 72 detect 79 in Escherichia coli and 29 detect 26 in Helicobacter pylori J99 strain, strongly indicating that the majority of the detected genes are confined to the mam malian taxonomic range. The high numbers for the ani mal model species as well as mouse and human are derived from extensive paralogous families within this set. Further investigation is necessary to understand the evolutionary history of the detected core network.