Differential Gene Expression and Activation of Signaling Pathways in Radioresistant and Radiosensitive Cancer Cell Lines
The aim of the investigation was to study differential gene expression and signaling pathways activation in radioresistant and radiosensitive cancer cell lines.
Materials and Methods. K562 radioresistant cancer cell line of chronic myeloleukosis, and HCT-116p53 (+/+), HCT-116p53 (–/–), Me45 radiosensitive cancer cell lines were used in the study. Transcriptome analysis was performed using Affymetrix DNA microarray HGU133A series. Original Gene Selector program was used for bioinformation analysis. Protein interaction networks were studied by means of online STRING 9.0 system. To range the genes according to the signaling pathways the PANTHER program and QIAGEN SABiosciences database were used. Quantitative activation of signaling pathways was calculated with the help of OncoFinder bioinformation algorithm.
Results. Four genes (DAAM1, IFNAR2, PALLD, STK17A) were identified to increase their expression in radioresistant cell line and to decrease it in radiosensitive cell lines under radiation exposure. Three signal pathways — Wnt, Interferon and p53 — in which these genes are involved and which are common to the examined cell lines were found using PANTHER program. A significant difference in activation of these signaling pathways was discovered in radioresistant and radiosensitive cell lines.
Conclusion. Based on the analysis of molecular interaction networks and signaling pathway activation it has been revealed that the greatest differences between radioresistant and radiosensitive cell lines are observed in the activity of Interferon and p53 signaling pathways. TP53 gene expression level is not associated with the activity of p53 signaling pathway. Comparison of gene expression changes and activation of signaling pathways allows us to suggest the expression of DAAM1, IFNAR2, PALLD genes as indicators of radioresistance under radiation exposure.
- Zinchenko V.A., Chaschina L.I. Possible mechanisms of the stability of tumor cells to radial and chemotherapy. Biopolym Cell 2005; 21(6): 473–484.
- Tang H.L., Tang H.M., Mak K.H., Hu S., Wang S.S., Wong K.M., Wong C.S., Wu H.Y., Law H.T., Liu K., Talbot C.C. Jr., Lau W.K., Montell D.J., Fung M.C. Cell survival, DNA damage, and oncogenic transformation after a transient and reversible apoptotic response. Mol Biol Cell 2012; 23(12): 2240–2252, http://dx.doi.org/10.1091/mbc.E11-11-0926.
- Panganiban R.-A.M., Snow A.L., Day R.M. Mechanisms of radiation toxicity in transformed and non-transformed cells. Int J Mol Sci 2013; 14(8): 15931–15958, http://dx.doi.org/10.3390/ijms140815931.
- Tikhomirova A.V., Yagudina R.I. Pharmacoeconomic analysis of direct medical costs of metastatic colorectal cancer as the 1st line treatment regimes XELOX or FOLFOX and XELOX + BV or FOLFOX + BV. Farmakoekonomika 2010; 2: 22–27.
- Chinnaiyan P., Varambally S., Tomlins S.A., Ray S., Huang S., Chinnaiyan A.M., Harari P.M. Enhancing the antitumor activity of ErbB blockade with histone deacetylase (HDAC) inhibition. Int J Cancer 2006; 118(4): 1041–1050, http://dx.doi.org/10.1002/ijc.21465.
- Corvò R., Pastrone I., Scolaro T., Marcenaro M., Berretta L., Chiara S. Radiotherapy and oral capecitabine in the preoperative treatment of patients with rectal cancer: rationale, preliminary results and perspectives. Tumor 2003; 89(4): 361–367.
- El Sheikh S.S., Domin J., Abel P., Stamp G., Lalani El-N. Phosphorylation of both EGFR and ErbB2 is a reliable predictor of prostate cancer cell proliferation in response to EGF. Neoplasia 2004; 6(6): 846–853, http://dx.doi.org/10.1593/neo.04379.
- Milas L., Fan Z., Andratschke N.H., Ang K.K. Epidermal growth factor receptor and tumor response to radiation: in vivo preclinical studies. Int J Radiat Oncol Biol Phys 2004; 58(3): 966–971, http://dx.doi.org/10.1016/j.ijrobp.2003.08.035.
- Nasu S., Ang K.K., Fan Z., Milas L. C225 antiepidermal growth factor receptor antibody enhances tumor radiocurability. Int J Radiat Oncol Biol Phys 2001; 51(2): 474–477, http://dx.doi.org/10.1016/S0360-3016(01)01671-6.
- Lezhnina K., Kovalchuk O., Zhavoronkov A.A., Korzinkin M.B., Zabolotneva A.A., Shegay P.V., Sokov D.G., Gaifullin N.M., Rusakov I.G., Aliper A.M., Roumiantsev S.A., Alekseev B.Y., Borisov N.M., Buzdin A.A. Novel robust biomarkers for human bladder cancer based on activation of intracellular signaling pathways. Oncotarget 2014; 5(19): 9022–9032, http://dx.doi.org/10.18632/oncotarget.2493.
- Saenko Y.V., Shutov A.M., Rastorgueva E.V., Maslakova A.G. The role of mitochondria in the development of radiation-induced oxidative stress in K562 leukemia cells. Bull Exp Biol Med 2013; 154(5): 631–634, http://dx.doi.org/10.1007/s10517-013-2017-4.
- Spary L.K., Al-Taei S., Salimu J., Cook A.D., Ager A., Watson H.A., Clayton A., Staffurth J., Mason M.D., Tabi Z. Enhancement of T cell responses as a result of synergy between lower doses of radiation and T cell stimulation. J Immunol 2014; 192(7): 3101–3110, http://dx.doi.org/10.4049/jimmunol.1302736.
- Buzdin A.A., Zhavoronkov A.A., Korzinkin M.B., Venkova L.S., Zenin A.A., Smirnov P.Y., Borisov N.M. Oncofinder, a new method for the analysis of intracellular signaling pathway activation using transcriptomic data. Front Genet 2014; 5: 55, http://dx.doi.org/10.3389/fgene.2014.00055.
- Matsumoto H., Hamada N., Takahashi A., Kobayashi Y., Ohnishi T. Vanguards of paradigm shift in radiation biology: radiation-induced adaptive and bystander responses. J Radiat Res 2007; 48(2): 97–106, http://dx.doi.org/10.1269/jrr.06090.
- Yan H., Yang K., Xiao H., Zou Y.J., Zhang W.B., Liu H.Y. Over-expression of cofilin-1 and phosphoglycerate kinase 1 in astrocytomas involved in pathogenesis of radioresistance. CNS Neurosci Ther 2012; 18(9): 729–736, http://dx.doi.org/10.1111/j.1755-5949.2012.00353.x.
- Toker A., Yoeli-Lerner M. Akt signaling and cancer: surviving but not moving on. Cancer Res 2006; 66(8): 3963–3966, http://dx.doi.org/10.1158/0008-5472.CAN-06-0743.
- Hodge D.R., Hurt E.M., Farrar W.L. The role of IL-6 and STAT3 in inflammation and cancer. Eur J Cancer 2005;41(16): 2502–2512, http://dx.doi.org/10.1016/j.ejca.2005.08.016.
- Rahaman S.O., Harbor P.C., Chernova O., Barnett G.H., Vogelbaum M.A., Haque S.J. Inhibition of constitutively active STAT3 suppresses proliferation and induces apoptosis in glioblastoma multiforme cells. Oncogene 2002; 21(55): 8404–8413, http://dx.doi.org/10.1038/sj.onc.1206047.
- Hehlgans S., Haase M., Cordes N. Signalling via integrins: implications for cell survival and anticancer strategies. Biochim Biophys Acta 2007; 1775(1): 163–180, http://dx.doi.org/10.1016/j.bbcan.2006.09.001.
- Eke I., Sandfort V., Storch K., Baumann M., Röper B., Cordes N. Pharmacological inhibition of EGFR tyrosine kinase affects ILK-mediated cellular radiosensitization in vitro. Int J Radiati Biol 2007; 83(11–12): 793–802, http://dx.doi.org/10.1080/09553000701727549.
- Park C.C., Zhang H., Pallavicini M., Gray J.W., Baehner F., Park C.J., Bissell M.J. Beta1 integrin inhibitory antibody induces apoptosis of breast cancer cells, inhibits growth, and distinguishes malignant from normal phenotype in three dimensional cultures and in vivo. Cancer Res 2006; 66(3): 1526–1535, http://dx.doi.org/10.1158/0008-5472.CAN-05-3071.
- Shi X., Zhang Y., Zheng J., Pan J. Reactive oxygen species in cancer stem cells. Antioxid Redox Signal 2012; 16(11): 1215–1228, http://dx.doi.org/10.1089/ars.2012.4529.
- Woodward W.A., Chen M.S., Behbod F., Alfaro M.P., Buchholz T.A., Rosen J.M. WNT/beta — catenin mediates radiation resistance of mouse mammary progenitor cells. Proc Natl Acad SciUSA2007; 104(2): 618–623, http://dx.doi.org/10.1073/pnas.0606599104.
- Zhan J.F., Chen L.H., Yuan Y.W., Xie G.Z., Sun A.M., Liu Y., Chen Z.X. STAT1 promotes radioresistance of CD44(+)/CD24(–/low) cells in breast cancer. Exp Biol Med (Maywood) 2011; 236(4): 418–22, http://dx.doi.org/10.1258/ebm.2011.010287.
- Fryknäs M., Dhar S., Oberg F., Rickardson L., Rydåker M., Göransson H., Gustafsson M., Pettersson U., Nygren P., Larsson R., Isaksson A. STAT1 signaling is associated with acquired crossresistance to doxorubicin and radiation in myeloma cell lines. Int J Cancer 2007; 120(1): 189–195, http://dx.doi.org/10.1002/ijc.22291.
- Sherr C.J. Principles of tumor suppression. Cell 2004; 116(2): 235–246, http://dx.doi.org/10.1016/S0092-8674(03)01075-4.
- Likhvantseva V.G. Prospects for developing treatment of uveal melanoma from the position of modern carcinogenesis concepts. Vestn Oftalmol 2002; 118(1): 32–35.
- Hussein M.R., Haemel A.K., Wood G.S. p53-related pathways and the molecular pathogenesis of melanoma. Eur J Cancer Prev 2003; 12(2): 93–100, http://dx.doi.org/10.1097/00008469-200304000-00002.
- Hussein M.R. The relationships between p53 protein expression and the clinicopathological features in the uveal melanomas. Cancer Biol Ther 2005; 4(1): 57–59, http://dx.doi.org/10.4161/cbt.4.1.1480.