- Primary research
- Open Access
Antineoplastic effects of the DNA methylation inhibitor hydralazine and the histone deacetylase inhibitor valproic acid in cancer cell lines
- Alma Chavez-Blanco†1,
- Carlos Perez-Plasencia†1,
- Enrique Perez-Cardenas1,
- Claudia Carrasco-Legleu1,
- Edgar Rangel-Lopez1,
- Blanca Segura-Pacheco1,
- Lucia Taja-Chayeb1,
- Catalina Trejo-Becerril1,
- Aurora Gonzalez-Fierro1,
- Myrna Candelaria2,
- Gustavo Cabrera1 and
- Alfonso Duenas-Gonzalez1Email author
© Chavez-Blanco et al; licensee BioMed Central Ltd. 2006
- Received: 09 September 2005
- Accepted: 31 January 2006
- Published: 31 January 2006
Among the epigenetic alterations occurring in cancer, DNA hypermethylation and histone hypoacetylation are the focus of intense research because their pharmacological inhibition has shown to produce antineoplastic activity in a variety of experimental models. The objective of this study was to evaluate the combined antineoplastic effect of the DNA methylation inhibitor hydralazine and the histone deacetylase inhibitor valproic acid in a panel of cancer cell lines.
Hydralazine showed no growth inhibitory effect on cervical, colon, breast, sarcoma, glioma, and head & neck cancer cell lines when used alone. On the contrary, valproic acid showed a strong growth inhibitory effect that is potentiated by hydralazine in some cell lines. Individually, hydralazine and valproic acid displayed distinctive effects upon global gene over-expression but the number of genes over-expressed increased when cells were treated with the combination. Treatment of HeLa cells with hydralazine and valproic acid lead to an increase in the cytotoxicity of gemcitabine, cisplatin and adriamycin. A higher antitumor effect of adriamycin was observed in mice xenografted with human fibrosarcoma cells when the animals were co-treated with hydralazine and valproic acid.
Hydralazine and valproic acid, two widely used drugs for cardiovascular and neurological conditions respectively have promising antineoplastic effects when used concurrently and may increase the antitumor efficacy of current cytotoxic agents.
- Valproic Acid
- HDAC Inhibitor
Modulation in the expression of cancer-related genes silenced by changes in DNA methylation and histone post-translational modification through the use of DNA methylation and histone deacetylase inhibitors has been shown to exert antitumor effects in in vitro and in vivo models . These results have led to the development of these class of drugs for clinical use. The classical demethylating agents comprise analogs of deoxycytidine: 5-azacytidine, 5-aza-2-deoxycytidine, 1-β-D-arabinofuranosil-5-azacytosine, and dihydro-5-azacytidine, developed over the past 30 years as classical cytotoxic agents, and subsequently discovered as DNA methylation inhibitors . Another class of demethylating agent is the antisense oligonucleotide MG98 directed against the3' untranslated region of DNMT1 mRNA, which codes for the enzyme DNA methyltransferase 1 responsible for maintenance of DNA methylation . The fact that deoxycytidine analogs such as 5-aza-2-deoxycytidine are not only carcinogenic but also exhibit neutropenia as their dose-limiting toxicity when used for demethylation  has renewed interest in finding effective and less toxic demethylating agents.
Among these are an oral cytidine analog zebularine  and the green tea major polyphenol (-)-epigallocatechin-3-gallate . Our group has recently shown in vitro and in vivo promoter demethylation and tumor suppressor gene transcriptional reactivation mediated by the antihypertensive compound hydralazine, a well-tolerated drug devoid of the common side effects of cytotoxic chemotherapy agents  and whose DNA demethylating activity can be explained by the interaction between its nitrogen atoms with residues Lys162 and Arg240 of the DNA methyltransferase active site, as shown in a silico model . Its demethylating and gene reactivating activity were also shown in a phase I trial .
On the other hand, HDAC inhibition has been reported to induce tumor cell differentiation, apoptosis, or growth arrest, depending on the experimental system [10, 11], and to sensitize cells to chemotherapy  or radiation therapy . Currently, there are six structurally distinct classes of HDAC inhibitors at diverse stages of preclinical and clinical development. Valproic acid, an 8-carbon, branched-chained fatty acid well-known as an effective antiepileptic drug  belongs to the Small molecular weight carboxilates . This drug causes hyperacetylation of the N-terminal tails of histones H3 and H4 in vitro and in vivo and inhibits HDAC activity, most probably by binding to the catalytic center and thereby blocking substrate access [16, 17]. In contrast to other HDAC inhibitors, valproic acid has a good tolerability and safety profile as demonstrated by 35 years of use as a chronic therapy for epileptic disorders . Its ability to inhibit deacetylase activity in solid tumors has recently been demonstrated . We thus investigated if the use of both compounds in combination displayed an increased antineoplastic effect.
Inhibitory activity of hydralazine and valproic acid in vitro
Effect of cytotoxic drugs in combination with hydralazine and valproic acid in HeLa cells
Antitumor evaluation of the combination in vivo
Aberrant gene transcription resulting from epigenetic changes, -namely DNA promoter hypermethylation and histone deacetylation- are frequent events in the molecular pathogenesis of malignant transformation . Gene transcription in eukaryotic cells is a highly regulated phenomenon. Although the whole process has several levels of regulation, at the top of these stands the status of chromatin structure which affects the ability of transcriptional regulatory proteins and RNA polymerases to find access to specific promoters and activate gene transcription . DNA hypermethylation and histone deacetylation are critical for determining a closed chromatin structure that may be responsible or related to the aberrant gene transcription in the malignancies, hence its reversal using DNA methylation inhibitors as well as histone deacetylase inhibitors leads to antitumor effects as demonstrated in preclinical  and clinical studies .
On these basis we wanted to analyze the antineoplastic effect of hydralazine plus valproic acid on a panel of cancer cell lines from diverse origins as epigenetic alterations are common to all tumor types investigated . The results of this study show that valproic acid has a strong inhibitory effect in all cell lines tested and that this effect is statistically significant increased with hydralazine in one of these seven cell lines. However, hydralazine alone at the concentration tested, had no growth inhibitory properties which is not surprising. With exception of 5-aza-2'-deoxycytidine which is a classical cytotoxic agent with demethylating properties , the in vivo or in vitro antiproliferative effects of other DNA demethylating agents such as procainamide , zebularine , tea polyphenol (-)-epigallocatechin-3-gallate  and RG108  are low or absent at DNA demethylating concentrations. Contrarily, valproic acid showed a strong inhibitory effect in all cell lines tested as previously seen in a variety of experimental systems . The cytotoxicity of valproic acid can be related to its actions on several targets such as peroxisome proliferator-activated receptor δ (PPAR-δ), deregulation of β-catenin, and the transcriptional induction of the cell cycle inhibitor p21 [16, 27–29], however, it seems that its HDAC inhibitory effect is largely responsible for its cytotoxicity . Interestingly, our results show that in the cell line SW480, the combined treatment produced higher cytotoxicity than valproic acid alone as it has been observed in other models combining a DNA demethylating agent and a HDAC inhibitor [31, 32]. The growth inhibition of valproic acid has been associated with a G1 or G2/M phase arrest as well as apoptosis in certain cell lines [33, 34].
The data on the synergy between a DNA methylation inhibitor and a HDAC inhibitor for gene re-expression  led us to explore the effect of hydralazine plus valproic acid on global gene expression. For this analysis we chose the SW480 cancer colon cell line as it was the one that showed higher growth inhibition with the combination of hydralazine and valproic acid (Figure 1). The microarray analysis demonstrated that 1281 (651 up-regulated and 630 down-regulated, 2.33% from 55 000 genes) were differentially expressed at least 3-fold different from an untreated control. Among the up-regulated genes 153 (0.28%) were specifically induced by hydralazine and 178 (0.32%) by valproic acid. However, when cells were exposed 4 days to hydralazine and then 16 hours to valproic acid, the number rose to 352 (0.64%) demonstrating that these epigenomic active drugs have a synergistic effect on gene reactivation. Synergy between a DNA methylation inhibitor 5-aza-2'-deoxycytidine and a deacetylase inhibitor trichostatin A on gene re-expression at a global scale is already known; like to our results it has been shown in another system that the percentage of up-regulated genes with 5-aza-2'-deoxycytidine was 1.9%, and 1.1% with trichostatin A but rose to 10.4% with the combination  indicating that the reversal of two epigenetic factors (i.e., DNA demethylation and/or histone hyperacetylation) synergizes gene re-expression . We are currently investigating a number of cancer cell lines to better define the patterns of gene expression induced by these drugs; to determine whether these effects are methylation dependent or independent; and to define whether the synergy for up-regulating genes matches the pattern of growth inhibition observed in the cell lines.
Upon any stimuli, cells must orchestrate a number of changes in the expression of genes as well as other dynamic processes such as protein phosphorylation, protein trafficking, and protein-protein interactions in order to cope with cytotoxic stress . It is therefore vital for cells to have an intact transcription regulation machinery. On this basis we hypothesized that malignant cells exposed to cytotoxic chemotherapeutic agents, regardless of their intrinsic sensitivity to hydralazine, valproic acid or the combination would have a deranged response and perhaps compromised survival if co-treated with these two drugs that affect DNA methylation and histone acetylation. Thus, we chose for this analysis HeLa cells which are not inhibited by hydralazine nor showed increased inhibition to hydralazine and valproic acid in combination (Figure 1). The results showed that indeed, cells exhibited increased cytotoxicity to chemotherapy agents regardless of their mechanism of action since we used cisplatin, a DNA-damaging agent, adriamycin a drug targeting topoisomerase II and the antimetabolite gemcitabine. It is noticeable however, that the cytotoxicity was higher for cisplatin as could be expected because loosening-up the chromatin structure by histone acetylation increases the efficiency of anticancer drugs that target DNA . To further support our hypothesis on the higher antitumor of cytotoxic agents when used concurrently with hydralazine and valproic acid led us to test the combination plus adriamycin in a nude mice model xenografted with HT1080 fibrosarcoma cells, that like HeLa cells had no significantly higher growth inhibition when treated with both hydralazine and valproic acid. The results of higher antineoplastic effect in mice were concordant with the observed in vitro for HeLa cells. Remarkably, while tumors receiving only adriamycin re-grew after the last dose of adriamycin, the animals treated with hydralazine plus valproic acid showed no tumor regrowth. These results suggest that the antitumor efficacy of the combination was higher and therefore no microscopic residual remained or alternatively the treatment disabled the proliferative capacity of cells. This in principle may be particularly relevant for patients who have minimal residual disease after curative attempt by surgery, chemotherapy, and/or radiotherapy.
Hydralazine and valproic acid two widely used drugs that have DNA methyltransferase and histone deacetylase inhibitory activities respectively have promising antineoplastic effects and the ability to up-regulate a number of genes. In addition these drugs seem to potentiate the effect of chemotherapy.
Cell lines MCF-7 breast adenocarcinoma, HeLa cervical cancer, HT1080 sarcoma, KB laryngeal carcinoma, SW480 colon carcinoma, Hep-2 oral carcinoma and D54 glioma cells were cultured at 37°C in a humidified atmosphere containing 5% CO2 in DMEM supplemented with 10% (v/v) fetal calf serum (Life Technologies, Inc.).
Hydralazine and valproic acid alone. Cells were seeded into 96-well microtiter Falcon plates (Becton Dickinson, Franklin Lakes, NJ) at 1.5–2.5 × 103 cells/well in 0.1 ml of complete medium. The next day, cells were treated for 5 days in complete medium with hydralazine at 10 μM and valproic acid at 1 mM. Medium with drugs was changed every other day. At day 6 cell viability was measured by conventional MTT dye reduction assay. Briefly, 50 μl of 5 mg/ml MTT reagent in PBS were added to each well. Viable cells with active mitochondria reduce the MTT to an insoluble purple formazan precipitate that is solubilized by the subsequent addition of 150 μl of DMSO. The formazan dye was measured spectrophotometrically using an ELISA reader. All assays were performed in triplicate. The cytotoxic effect of each treatment was expressed as a percentage of cell viability relative to untreated control cells (percentage of control) and is defined as [(A570 nmtreated cells)/A570 nmnon-treated cells)] × 100.
Cytotoxicity of chemotherapy plus hydralazine and valproic acid. HeLa cells were seeded into 96-well micro titer Falcon plates (Becton Dickinson, Franklin Lakes, NJ) at 1.5–2.5 × 103 cells/well in 0.1 ml of complete medium. The next day, cells were treated for 72 hours in complete medium with hydralazine at 10 μM and valproic acid at 1 mM. At day four fresh medium containing hydralazine, valproic acid plus the test drug (cisplatin at 12 μM, gemcitabine at 2 μM and doxorubicin at 30 μM) was added for 24 hours. At day five, cell viability was assayed as above described. The data are the mean values ± SD for n = 3. Differences between groups were analyzed using one-way ANOVA test. The critical level of significance was set at p <0.05.
We used the Amersham (Piscataway, NJ) CodeLink system containing 55000 genes probes. This array contains a broad range of genes derived from publicly available, well-annotated mRNA sequences. The CodeLink array is unique in being capable of detecting minimal differences in gene expression, as low as 1.3-fold with 95% confidence, because of the novel three-dimensional aqueous gel matrix, which the empirically tested 30-mer oligonucleotides are deposited on .
Target preparation and microarray hybridization
All reagents were provided in the CodeLink expression assay kit (Amersham, Piscataway, NJ USA), except where noted. SW480 cells were treated with hydralazine at 10 μM for 96 hours; valproic acid for 16 hours; or both: hydralazine for 96 hours then valproic acid was added for additional 16 hours. Total RNA was extracted using trizol reagent. cRNA synthesis was performed as per the manufacturer's instructions using 1 μg of total RNA. First-strand cDNA was generated using Superscript II reverse transcriptase and a T7 primer. Subsequently, second-strand cDNA was produced using E. coli DNA polymerase I and RNase H. The resultant double-stranded cDNA was purified on a QIAquick column (Qiagen, Valencia, CA) and cRNA was generated via an in vitro transcription reaction using T7 RNA polymerase and biotin-11-UTP (Perkin-Elmer, Boston, MA). cRNA was purified on a RNeasy column (Qiagen), quantified by UV spectrophotometry, and 10 μg were then fragmented by heating at 94°C for 20 minutes in the presence of magnesium. The fragmented cRNA was hybridized overnight at 37°C in hybridization buffer to a CodeLink Whole Human Genome Bioarray in an Innova 4080 shaking incubator (New Brunswick, Edison, NJ) at 300 rpm.
Post-hybridization processing and scanning
After hybridization, the arrays were washed in 0.75× TNT buffer at 46°C for 1 hour followed by incubation with Cy5 Streptavidin (Amersham) at room temperature for 30 minutes in the dark. Arrays were then washed in 1× TNT followed by a rinse in 0.05% Tween 20 in water. The slides were then dried by centrifugation and kept in the dark until scanning. Images were captured on ArrayWorx Scanner (Applied).
Normalization and statistical analysis
Images were analyzed using CodeLink Expression Analysis Software. Expression values were globally normalized to the median expression value of the whole array spots. Samples were normalized against the median of the control sample. To circumvent division by zero, values below background noise were taken as 5. This step also allowed us to manage values with CV below 10% . Finally the normalized expression data were analyzed using Cluster 2.0  and Onto-tools .
Experiments in mice
Three groups of 6 nu/nu 6-week-old female mice (Harlan Teklad) were injected with 6 × 106 HT1080 cells in the flank. After 4–8 weeks, once the tumors reached a size between 0.5 and 1 cm in diameter, groups were treated as follows: group 1 intraperitoneal injection of 200 μl of normal saline weekly three times; group 2) intraperitoneal injection of adriamycin at 2.2 mg/Kg weekly three times (days 7, 14 and 21) and group 3) intraperitoneal daily injection of both hydralazine at 5 mg/kg, and valproic acid at a total dose of 4 mg starting 7 days before the first application of adriamycin. Daily administration of hydralazine and valproic acid was maintained until sacrifice.
This work was supported by CONACyT grants SALUD-2002-C01-6579 and AVANCE C01-294, and by Psicofarma, S.A. de C.V., Mexico.
- Zhu WG, Otterson GA: The interaction of histone deacetylase inhibitors and DNA methyltransferase inhibitors in the treatment of human cancer cells. Curr Med Chem Anti-Cancer Agents. 2003, 3: 187-199. 10.2174/1568011033482440.View ArticlePubMedGoogle Scholar
- Jones PA, Taylor SM: Cellular differentiation, cytidine analogs and DNA methylation. Cell. 1980, 20: 85-93. 10.1016/0092-8674(80)90237-8.View ArticlePubMedGoogle Scholar
- Goffin J, Eisenhauer E: DNA methyltransferase inhibitors- state of the art. Ann Oncol. 2002, 13: 1699-116. 10.1093/annonc/mdf314.View ArticlePubMedGoogle Scholar
- Aparicio A, Eads CA, Leong LA, Laird PW, Newman EM, Synold TW, Baker SD, Zhao M, Weber JS: Phase I trial of continuous infusion 5-aza-2'-deoxycytidine. Cancer Chemother Pharmacol. 2003, 51: 231-239.PubMedGoogle Scholar
- Yoo CB, Cheng JC, Jones PA: Zebularine: a new drug for epigenetic therapy. Biochem Soc Trans. 2004, 32: 910-912. 10.1042/BST0320910.View ArticlePubMedGoogle Scholar
- Fang MZ, Wang Y, Ai N, Hou Z, Sun Y, Lu H, Welsh W, Yang CS: Tea polyphenol (-)-epigallocatechin-3-gallate inhibits DNA methyltransferase and reactivates methylation-silenced genes in cancer cell lines. Cancer Res. 2003, 63: 7563-7570.PubMedGoogle Scholar
- Segura-Pacheco B, Trejo-Becerril C, Pérez-Cárdenas E, Taja-Chayeb L, Mariscal I, Chávez A, Acuña C, Salazar AM, Lizano M, Dueñas-González A: Reactivation of tumor suppressor genes by the cardiovascular drugs hydralazine and procainamide and their potential use in cancer therapy. Clin Cancer Res. 2003, 9: 1596-603.PubMedGoogle Scholar
- Angeles E, Vázquez-Valadez VH, Vázquez-Valadez O, Velázquez-Sánchez AM, Ramírez A, Martínez L, Díaz-Barriga S, Romero-Rojas A, Cabrera G, López-Castañares R, Dueñas-González A: Computational studies of 1-Hydrazinophtalazine (Hydralazine) as antineoplastic agent. Docking studies on methyltransferase. Lett Drug Design Discov. 2005, 4: 282-286. 10.2174/1570180054038413.View ArticleGoogle Scholar
- Zambrano P, Segura-Pacheco B, Pérez-Cárdenas E, Cetina L, Revilla-Vázquez A, Taja-Chayeb L, Chávez-Blanco A, Angeles E, Cabrera G, Sandoval K, Trejo-Becerril C, Chanona-Vilchis J, Dueñas-González A: A phase I study of hydralazine to demethylate and reactivate the expression of tumor suppressor genes. BMC Cancer. 2005, 5: 44-10.1186/1471-2407-5-44.PubMed CentralView ArticlePubMedGoogle Scholar
- Shao Y, Gao Z, Marks PA, Jiang X: Apoptotic and autophagic cell death induced by histone deacetylase inhibitors. Proc Natl Acad Sci U S A. 2004, 101: 18030-18035. 10.1073/pnas.0408345102.PubMed CentralView ArticlePubMedGoogle Scholar
- Knupfer MM, Pulzer F, Schindler I, Hernaiz Driever P, Knupfer H, Keller E: Different effects of valproic acid on proliferation and migration of malignant glioma cells in vitro. Anticancer Res. 2001, 21: 347-351.PubMedGoogle Scholar
- Kim MS, Blake M, Baek JH, Kohlhagen G, Pommier Y, Carrier F: Inhibition of histone deacetylase increases cytotoxicity to anticancer drugs targeting DNA. Cancer Res. 2003, 63: 7291-7300.PubMedGoogle Scholar
- Zhang Y, Jung M, Dritschilo A, Jung M: Enhancement of radiation sensitivity of human squamous carcinoma cells by histone deacetylase inhibitors. Radiat Res. 2004, 161: 667-674.View ArticlePubMedGoogle Scholar
- Loscher W: Basic pharmacology of valproate: a review after 35 years of clinical use for the treatment of epilepsy. CNS Drugs. 2002, 16: 669-669. 10.2165/00023210-200216100-00003.View ArticlePubMedGoogle Scholar
- Drummond DC, Noble CO, Kirpotin DB, Guo Z, Scott GK, Benz CC: Clinical development of histone deacetylase inhibitors as anticancer agents. Annu Rev Pharmacol Toxicol. 2005, 45: 495-528. 10.1146/annurev.pharmtox.45.120403.095825.View ArticlePubMedGoogle Scholar
- Phiel CJ, Zhang F, Huang EY, Guenther MG, Lazar MA, Klein PS: Histone deacetylase is a direct target of valproic acid, a potent anticonvulsant, mood stabilizer, and teratogen. J Biol Chem. 2001, 276: 36734-36741. 10.1074/jbc.M101287200.View ArticlePubMedGoogle Scholar
- Kramer OH, Zhu P, Ostendorff HP, Golebiewski M, Tiefenbach J, Peters MA, Brill B, Groner B, Bach I, Heinzel T, Gottlicher M: The histone deacetylase inhibitor valproic acid selectively induces proteasomal degradation of HDAC2. EMBO J. 2003, 22: 3411-3420. 10.1093/emboj/cdg315.PubMed CentralView ArticlePubMedGoogle Scholar
- Chávez-Blanco A, Segura-Pacheco B, Pérez-Cárdenas E, Taja-Chayeb L, Cetina L, Candelaria M, Cantú D, Pérez-Plasencia C, Cabrera G, Trejo-Becerril C, Angeles E, González-Fierro A, García-López P, Zambrano P, Dueñas-González A: Histone acetylation and histone deacetylase activity of magnesium valproate in tumor and peripheral blood of patients with cervical cancer. A phase I study. Molec Cancer. 2005, 4: 22-10.1186/1476-4598-4-22.View ArticleGoogle Scholar
- Lee TI, Young RA: Transcription of eukaryotic protein-coding genes. Annu Rev Genet. 2000, 34: 77-137. 10.1146/annurev.genet.34.1.77.View ArticlePubMedGoogle Scholar
- Duenas-Gonzalez A, Lizano M, Candelaria M, Cetina L, Cervera E: Epigenetics of cervical cancer. An overview and therapeutical perspectives. Molecular Cancer. 2005, 4: 38-10.1186/1476-4598-4-38.PubMed CentralView ArticlePubMedGoogle Scholar
- Garcia-Manero H, Kantarjian B, Sanchez-Gonzalez S, Verstovsek F, Ravandi Ryttling, Cortes J, Yang H, Fiorentino J, Rosner G, Issa J: Results of a Phase I/II Study of the combination of 5-aza-2-deoxycytidine and Valproic Acid in Patients with acute myeloid leukemia and myelodysplastic syndrome. Procc ASCO. 2005, 24: (abstract 6544)Google Scholar
- Esteller M: CpG island hypermethylation and tumor suppressor genes: a booming present, a brighter future. Oncogene. 2002, 21: 5427-40. 10.1038/sj.onc.1205600.View ArticlePubMedGoogle Scholar
- Ellerhorst JA, Frost P, Abbruzzese JL, Newman RA, Chernajovsky Y: 2'-deoxy-5-azacytidine increases binding of cisplatin to DNA by a mechanism independent of DNA hypomethylation. Br J Cancer. 1993, 67: 209-215.PubMed CentralView ArticlePubMedGoogle Scholar
- Lin X, Asgari K, Putzi MJ, Gage WR, Yu X, Cornblatt BS, Kumar A, Piantadosi S, DeWeese TL, De Marzo AM, Nelson WG: Reversal of GSTP1 CpG island hypermethylation and reactivation of pi-class glutathione S-transferase (GSTP1) expression in human prostate cancer cells by treatment with procainamide. Cancer Res. 2001, 61: 8611-8616.PubMedGoogle Scholar
- Cheng JC, Matsen CB, Gonzales FA, Ye W, Greer S, Marquez VE, Jones PA, Selker EU: Inhibition of DNA methylation and reactivation of silenced genes by zebularine. J Natl Cancer Inst. 2003, 95: 399-409.View ArticlePubMedGoogle Scholar
- Brueckner B, Boy RG, Siedlecki P, Musch T, Kliem HC, Zielenkiewicz P, Suhai S, Wiessler M, Lyko F: Epigenetic reactivation of tumor suppressor genes by a novel small-molecule inhibitor of human DNA methyltransferases. Cancer Res. 2005, 65: 6305-6311. 10.1158/0008-5472.CAN-04-2957.View ArticlePubMedGoogle Scholar
- Gottlicher M, Minucci S, Zhu P, Kramer OH, Schimpf A, Giavara S, Sleeman JP, Lo Coco F, Nervi C, Pelicci PG, Heinzel T: Valproic acid defines a novel class of HDACs inhibitors inducing differentiation of transformed cells. EMBO J. 2001, 20: 6969-6978. 10.1093/emboj/20.24.6969.PubMed CentralView ArticlePubMedGoogle Scholar
- Gurvich N, Tsygankova OM, Meinkoth JL, Klein PS: Histone deacetylase is a target of valproic acid-mediated cellular differentiation. Cancer Res. 2004, 64: 1079-1086. 10.1158/0008-5472.CAN-03-0799.View ArticlePubMedGoogle Scholar
- Michalik L, Desvergne B, Wahli W: Peroxisome-proliferator-activated receptors and cancers: complex stories. Nature Rev Cancer. 2004, 4: 61-70. 10.1038/nrc1254.View ArticleGoogle Scholar
- Eyal E, Yagen B, Shimshoni J, Bialer M: Histone deacetylases inhibition and tumor cells cytotoxicity by CNS-active VPA constitutional isomers and derivatives. Biochem Pharmacol. 2005, 69: 1501-1508. 10.1016/j.bcp.2005.02.012.View ArticlePubMedGoogle Scholar
- Primeau M, Gagnon J, Momparler RL: Synergistic antineoplastic action of DNA methylation inhibitor 5-AZA-2'-deoxycytidine and histone deacetylase inhibitor depsipeptide on human breast carcinoma cells. Int J Cancer. 2003, 103: 177-184. 10.1002/ijc.10789.View ArticlePubMedGoogle Scholar
- Zhu WG, Lakshmanan RR, Beal MD, Otterson GA: DNA methyltransferase inhibition enhances apoptosis induced by histone deacetylase inhibitors. Cancer Res. 2001, 61: 1327-1333.PubMedGoogle Scholar
- Sakajiri S, Kumagai T, Kawamata N, Saitoh T, Said JW, Koeffler HP: Histone deacetylase inhibitors profoundly decrease proliferation of human lymphoid cancer cell lines. Exp Hematol. 2005, 33: 53-61. 10.1016/j.exphem.2004.09.008.View ArticlePubMedGoogle Scholar
- Takai N, Kawamata N, Gui D, Said JW, Miyakawa I, Koeffler HP: Human ovarian carcinoma cells: histone deacetylase inhibitors exhibit antiproliferative activity and potently induce apoptosis. Cancer. 2004, 101: 2760-2770. 10.1002/cncr.20709.View ArticlePubMedGoogle Scholar
- Cameron EE, Bachman KE, Myohanen S, Herman JG, Baylin SB: Synergy of demethylation and histone deacetylase inhibition in the re-expression of genes silenced in cancer. Nature Genet. 1999, 21: 103-107. 10.1038/5047.View ArticlePubMedGoogle Scholar
- Shi H, Wei SH, Leu YW, Rahmatpanah F, Liu JC, Yan PS, Nephew KP, Huang TH: Triple analysis of the cancer epigenome: an integrated microarray system for assessing gene expression, DNA methylation, and histone acetylation. Cancer Res. 2003, 63: 2164-2171.PubMedGoogle Scholar
- Li L, Shi H, Yiannoutsos C, Huang TH, Nephew KP: Epigenetic hypothesis tests for methylation and acetylation in a triple microarray system. J Comput Biol. 2005, 12: 370-390. 10.1089/cmb.2005.12.370.View ArticlePubMedGoogle Scholar
- Alaoui-Jamali MA, Dupre I, Qiang H: Prediction of drug sensitivity and drug resistance in cancer by transcriptional and proteomic profiling. Drug Resist Updat. 2004, 7: 245-255. 10.1016/j.drup.2004.06.004.View ArticlePubMedGoogle Scholar
- Kim MS, Blake M, Baek JH, Kohlhagen G, Pommier Y, Carrier F: Inhibition of histone deacetylase increases cytotoxicity to anticancer drugs targeting DNA. Cancer Res. 2003, 63: 7291-7300.PubMedGoogle Scholar
- Ramakrishnan R, Dorris D, Lublinsky A, Nguyen A, Domanus M, Prokhorova A, Gieser L, Touma E, Lockner R, Tata M, Zhu X, Patterson M, Shippy R, Sendera TJ, Mazumder A: An assessment of Motorola CodeLink microarray performance for gene expression profiling applications. Nucleic Acids Res. 2002, 30: e30-10.1093/nar/30.7.e30.PubMed CentralView ArticlePubMedGoogle Scholar
- Shippy R, Sendera TJ, Lockner R, Palaniappan C, Kaysser-Kranich T, Watts G, Alsobrook J: Performance evaluation of commercial short-oligonucleotide microarrays and the impact of noise in making cross-platform correlations. BMC Genomics. 2004, 5: 61-10.1186/1471-2164-5-61.PubMed CentralView ArticlePubMedGoogle Scholar
- Eisen MB, Spellman PT, Brown PO, Botstein D: Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA. 1998, 95: 14863-14868. 10.1073/pnas.95.25.14863.PubMed CentralView ArticlePubMedGoogle Scholar
- Khatri P, Sellamuthu S, Malhotra P, Amin K, Done A, Draghici S: Recent additions and improvements to the Onto-Tools. Nucleic Acids Res. 2005, 33: W762-65. 10.1093/nar/gki472.PubMed CentralView ArticlePubMedGoogle Scholar
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