Abstract
Glaucoma is a chronic progressive disease. It involves more than 60 million people worldwide. Primary open-angle glaucoma (POAG) is one of its commonest forms. About 2.71 million people in the United States suffered from POAG in 2011. Currently, POAG is a major cause of irreversible vision loss. The risk of blindness in patients with treated open-angle glaucoma is 27%. It is known that the death of optic nerve cells can be triggered by mechanical stress caused by ocular hypertension, which induces neuronal apoptosis and occurs in patients with POAG. Many scientific publications are dedicated to proteins and genes involved in the development of POAG, including neuronal apoptosis and the cell response to mechanical stress (CRMS). However, the molecular mechanisms underlying the pathophysiology of POAG are still poorly understood. The reconstruction of associative networks describing the functional interactions between these genes/proteins, including biochemical reactions, regulatory interactions, and transport, requires automated knowledge extraction from scientific publications. This work aims to analyze the associative networks describing molecular interactions between proteins and genes involved in CRMS, neuronal apoptosis, and the development of POAG. It has been shown that genes associated with POAG are statistically significantly overrepresented among the genes involved in the interactions between CRMS and neuronal apoptosis in comparison to what is expected on a random basis. This finding may explain how POAG causes the death of the retinal ganglion cell.
Similar content being viewed by others
References
Abu-Amero, K.K., Kondkar, A.A., Mousa, A., Azad, T.A., Sultan, T., Osman, E.A., and Al-Obeidan, S.A., Analysis of toll-like receptor rs4986790 polymorphism in Saudi patients with primary open angle glaucoma, Ophthalmic Genet., 2016, vol. 1–5. doi 10.3109/13816810.2016.1151900
Almasieh, M., Wilson, A.M., Morquette, B., Vargas, J.L., and Di Polo, A., The molecular basis of retinal ganglion cell death in glaucoma, Prog. Retinal Eye Res., 2012, vol. 31, no. 2, pp. 152–181. preteyeres.2011.11.002 doi 10.1016/j
Au, C.W., Siu, M.K., Liao, X., Wong, E.S., Ngan, H.Y., Tam, K.F., Chan, D.C., Chan, Q.K., and Cheung, A.N., Tyrosine kinase B receptor and BDNF expression in ovarian cancers—effect on cell migration, angiogenesis and clinical outcome, Cancer Lett., 2009, vol. 281, no. 2, pp. 151–161. doi 10.1016/j.canlet.2009.02.025
Badorff, C., Ruetten, H., Mueller, S., Stahmer, M., Gehring, D., Jung, F., Ihling, C., Zeiher, A.M., and Dimmeler, S., Fas receptor signaling inhibits glycogen synthase kinase 3ß and induces cardiac hypertrophy following pressure overload, J. Clin. Invest., 2002, vol. 109, no. 3, pp. 373–381. doi 10.1172/JCI13779
Baroni, A., Perfetto, B., Ruocco, E., and Rossano, F., Lipoteichoic acid and protein-A from Staphylococcus aureus stimulate release of hepatocyte growth factor (HGF) by human dermal fibroblasts, Arch. Dermatol. Res., 1998, vol. 290, no. 4, pp. 211–214.
Borg, L.A., Cagliero, E.N., Sandler, S.T., Welsh, N., and Eizirik, D.L., Interleukin-1 beta increases the activity of superoxide dismutase in rat pancreatic islets, Endocrinology, 1992, vol. 130, no. 5, pp. 2851–2857. doi 10.1210/endo.130.5.1533363
Calandrella, N., Scarsella, G., Pescosolido, N., and Risuleo, G., Degenerative and apoptotic events at retinal and optic nerve level after experimental induction of ocular hypertension, Mol. Cell. Biochem., 2007, vol. 301, nos. 1–2, pp. 155–163. doi 10.1007/s11010-006-9407-0
Chu, S.H., Feng, D.F., Ma, Y.B., Zhu, Z.A., Zhang, H., and Qiu, J.H., Stabilization of hepatocyte growth factor mRNA by hypoxia-inducible factor 1, Mol. Biol. Rep., 2009, vol. 36, no. 7, pp. 1967–1975. doi 10.1007/s11033-008-9406-1
Demenkov, P.S., Ivanisenko, T.V., Kolchanov, N.A., and Ivanisenko, V.A., ANDVisio: A new tool for graphic visualization and analysis of literature mined associative gene networks in the ANDSystem, In Silico Biol., 2012, vol. 11, nos. 3–4, pp. 149–161. doi 10.3233/ISB-2012-0449
Dorn, G.W. and Kirshenbaum, L.A., Cardiac reanimation: Targeting cardiomyocyte death by BNIP3 and NIX/BNIP3L, Oncogene, 2008, vol. 27, pp. 158–167. doi 10.1038/onc.2009.53
Egea, J. and Klein, R., Bidirectional Eph–ephrin signaling during axon guidance, Trends Cell Biol., 2007, vol. 17, no. 5, pp. 230–238. tcb.2007.03.004 doi 10.1016/j
Elmore, S., Apoptosis: A review of programmed cell death, Toxicol. Pathol., 2007, vol. 35, no. 4, pp. 495–516. doi 10.1080/01926230701320337
Fu-lan, W.E., Jie, G.E., Chun-ling, W.A., Hui, W.A., Benjun, Z.H., and Fan, Z.H., Expression of HIF-1a and VEGF in human dental pulp cells under mechanical stretch, Shanghai J. Stomatol., 2012, vol. 21, no. 5.
Gawri, R., Rosenzweig, D.H., Krock, E., Ouellet, J.A., Stone, L.S., Quinn, T.M., and Haglund, L., High mechanical strain of primary intervertebral disc cells promotes secretion of inflammatory factors associated with disc degeneration and pain, Arthritis Res. Ther., 2014, vol. 16, no. 1, p. 1. doi 10.1186/ar4449
Genander, M. and Frisén, J., Ephrins and Eph receptors in stem cells and cancer, Curr. Opin. Cell Biol., 2010, vol. 22, no. 5, pp. 611–616. doi 10.1016/j.ceb.2010.08.005
Glossop, J.R. and Cartmell, S.H., Effect of fluid flowinduced shear stress on human mesenchymal stem cells: Differential gene expression of IL1B and MAP3K8 in MAPK signaling, Gene Expression Patterns, 2009, vol. 9, no. 5, pp. 381–388. doi 10.1016/j.gep.2009.01.001
Itakura, T., Peters, D.M., and Fini, M.E., Glaucomatous MYOC mutations activate the IL-1/NF-kB inflammatory stress response and the glaucoma marker SELE in trabecular meshwork cells, Mol. Vision, 2015, vol. 21, p. 1071.
Ivanisenko, V.A., Saik, O.V., Ivanisenko, N.V., Tiys, E.S., Ivanisenko, T.V., Demenkov, P.S., and Kolchanov, N.A., ANDSystem: An associative network discovery system for automated literature mining in the field of biology, BMC Syst. Biol., 2015, vol. 9, no. 2, p. 1. doi 10.1186/1752-0509-9-S2-S2
Jindal, V., Glaucoma: An extension of various chronic neurodegenerative disorders, Mol. Neurobiol., 2013, vol. 48, no. 1, pp. 186–189. doi 10.1007/s12035-013-8416-8
Jung, J.E., Kim, G.S., Chen, H., Maier, C.M., Narasimhan, P., Song, Y.S., Niizuma, K., Katsu, M., Okami, N., Yoshioka, H., and Sakata, H., Reperfusion and neurovascular dysfunction in stroke: From basic mechanisms to potential strategies for neuroprotection, Mol. Neurobiol., 2010, vol. 41, nos. 2–3, pp. 172–179. doi 10.1007/s12035-010-8102-z
Kerr, J.F.R., Wyllie, A.H., and Currie, A.R., Apoptosis: A basic biological phenomenon with wide-ranging implications in tissue kinetics, Br. J. Cancer, 1972, vol. 26, no. 4, p. 239.
Klein, A., Maldonado, C., Vargas, L.M., Gonzalez, M., Robledo, F., de Arce, K.P., Muñoz, F.J., Hetz, C., Alvarez, A.R., and Zanlungo, S., Oxidative stress activates the c-Abl/p73 proapoptotic pathway in Niemann-Pick type C neurons, Neurobiol. Dis., 2011, vol. 41, no. 1, pp. 209–218. doi 10.1016/j.nbd.2010.09.008
Kullander, K. and Klein, R., Mechanisms and functions of Eph and ephrin signalling, Nat. Rev. Mol. Cell Biol., 2002, vol. 3, no. 7, pp. 475–486. doi 10.1038/nrm856
Lascaratos, G., Garway-Heath, D.F., Willoughby, C.E., Chau, K.Y., and Schapira, A.H., Mitochondrial dysfunction in glaucoma: Understanding genetic influences, Mitochondrion, 2012, vol. 12, no. 2, pp. 202–212. doi 10.1016/j.mito.2011.11.004
Lu, S., Török, H.P., Gallmeier, E., Kolligs, F.T., Rizzani, A., Arena, S., Goke, B., Gerbes, A.L., and de Toni, E.N., Tivantinib (ARQ 197) affects the apoptotic and proliferative machinery downstream of c-MET: Role of Mcl-1, Bcl-xl and Cyclin B1, Oncotarget, 2015, vol. 6, no. 26, p. 22167. doi 10.18632/oncotarget.4240
Maity-Kumar, G., Thal, D.R., Baumann, B., Scharffetter-Kochanek, K., and Wirth, T., Neuronal redox imbalance results in altered energy homeostasis and early postnatal lethality, FASEB J., 2015, vol. 29, no. 7, pp. 2843–2858. doi 10.1096/fj.14-265157
Matsopoulos, G.K., Asvestas, P.A., Delibasis, K.K., Mouravliansky, N.A., and Zeyen, T.G., Detection of glaucomatous change based on vessel shape analysis, Comput. Med. Imaging Graphics, 2008, vol. 32, no. 3, pp. 183–192. doi 10.1016/j.compmedimag.2007.11.003
McCubrey, J.A., Steelman, L.S., Bertrand, F.E., Davis, N.M., Sokolosky, M., Abrams, S.L., Montalto, G., D’Assoro, A.B., Libra, M., Nicoletti, F., and Maestro, R., GSK-3 as potential target for therapeutic intervention in cancer, Oncotarget, 2014, vol. 5, no. 10, pp. 2881–2911. doi 10.18632/oncotarget. 2037
Nakagami, H., Morishita, R., Yamamoto, K., Taniyama, Y., Aoki, M., Yamasaki, K., Matsumoto, K., Nakamura, T., Kaneda, Y., and Ogihara, T., Hepatocyte growth factor prevents endothelial cell death through inhibition of bax translocation from cytosol to mitochondrial membrane, Diabetes, 2002, vol. 51, no. 8, pp. 2604–2611.
Ozaki, T., Kubo, N., and Nakagawara, A., p73-binding partners and their functional significance, Int. J. Proteomics, 2010. doi 10.1155/2010/283863
Paduch, R., Gil, J.J., and Niedziela, P., Hepatocyte growth factor (HGF), heat shock proteins (HSPs) and multidrug resistance protein (MRP) expreßsion in co-culture of colon tumor spheroids with normal cells after incubation with interleukin-1ß (IL-1ß) and/or camptothecin (CPT-11), Indian J. Exp. Biol., 2010, vol. 48, no. 4, pp. 354–364.
Park, J., Park, S.Y., Shin, E., Lee, S.H., Kim, Y.S., Lee, D.H., Roh, G.S., Kim, H.J., Kang, S.S., Cho, G.J., and Jeong, B.Y., Hypoxia inducible factor-1a directly regulates nuclear clusterin transcription by interacting with hypoxia response elements in the clusterin promoter, Mol. Cells, 2014, vol. 37, no. 2, pp. 178–186. doi 10.14348/molcells.2014.2349
Quigley, H.A., Neuronal death in glaucoma, Prog. Retinal Eye Res., 1999, vol. 18, no. 1, pp. 39–57.
Quigley, H.A., Glaucoma, Lancet, 2011, vol. 377, no. 9774, pp. 1367–1377. doi 10.1016/S0140-6736(10)61423-7
Rong, S.S., Chen, L.J., Leung, C.K., Matsushita, K., Jia, L., Miki, A., Chiang, S.W., Tam, P.O., Hashida, N., Young, A.L., and Tsujikawa, M., Ethnic specific association of the CAV1/CAV2 locus with primary open-angle glaucoma, Sci. Rep., 2016, vol. 6, p. 27837. 27837 doi 10.1038/srep
Shao, Q., Arakaki, N., Ohnishi, T., Nakamura, O., and Daikuhara, Y., Effect of hepatocyte growth factor/scatter factor on lipogenesis in adult rat hepatocytes in primary culture, J. Biochem., 1996, vol. 119, no. 5, pp. 940–946.
Slemmer, J.E., Zhu, C., Landshamer, S., Trabold, R., Grohm, J., Ardeshiri, A., Wagner, E., Sweeney, M.I., Blomgren, K., Culmsee, C., and Weber, J.T., Causal role of apoptosis-inducing factor for neuronal cell death following traumatic brain injury, Am. J. Pathol., 2008, vol. 173, no. 6, pp. 1795–1805. doi 10.2353/ajpath.2008.080168
Sun, R.J., Muller, S., Zhuang, F.Y., Stoltz, J.F., and Wang, X., Caveolin-1 redistribution in human endothelial cells induced by laminar flow and cytokine, Biorheology, 2003, vol. 40, nos. 1,2, 3, pp. 31–39.
Takano, Y., Shi, D., Shimizu, A., Funayama, T., Mashima, Y., Yasuda, N., Fukuchi, T., Abe, H., Ideta, H., Zheng, X., and Shiraishi, A., Association of Toll-like receptor 4 gene polymorphisms in Japanese subjects with primary openangle, normal-tension, and exfoliation glaucoma, Am. J. Ophthalmol., 2012, vol. 154, no. 5, pp. 825–832. doi 10.1016/j.ajo.2012.03.050
Taniguchi, F., Harada, T., Deura, I., Iwabe, T., Tsukihara, S., and Terakawa, N., Hepatocyte growth factor promotes cell proliferation and inhibits progesterone secretion via PKA and MAPK pathways in a human granulosa cell line, Mol. Reprod. Dev., 2004, vol. 68, no. 3, pp. 335–344. doi 10.1002/mrd.20076
Uchida, K., Nakajima, H., Takamura, T., Furukawa, S., Kobayashi, S., Yayama, T., and Baba, H., Gene expression profiles of neurotrophic factors in rat cultured spinal cord cells under cyclic tensile stress, Spine, 2008, vol. 33, no. 24, pp. 2596–2604. doi 10.1097/BRS.0b013e31818917af
Wang, F., Xiong, L., Huang, X., Zhao, T., Wu, L.Y., Liu, Z.H., Ding, X., Liu, S., Wu, Y., Zhao, Y., and Wu, K., miR-210 suppresses BNIP3 to protect against the apoptosis of neural progenitor cells, Stem Cell Res., 2013, vol. 11, no. 1, pp. 657–667. doi 10.1016/j.scr.2013.04.005
Zhao, Y., Zhu, L., Yu, S., Zhu, J., and Wang, C., CaMKII inhibition promotes neuronal apoptosis by transcriptionally upregulating Bim expression, NeuroReport, 2016, vol. 27, no. 14, pp. 1018–1023. doi 10.1097/WNR.0000000000000648
Zhou, Y., Millward-Sadler, S.J., Lin, H., Robinson, H., Goldring, M., Salter, D.M., and Nuki, G., Evidence for JNK-dependent up-regulation of proteoglycan synthesis and for activation of JNK1 following cyclical mechanical stimulation in a human chondrocyte culture model, Osteo- Arthritis Cartilage, 2007, vol. 15, no. 8, pp. 884–893. doi 10.1016/j.joca.2007.02.001
Zhou, Y., Shuai, P., Li, X., Liu, X., Wang, J., Yang, Y., Hao, F., Lin, H., Zhang, D., and Gong, B., Association of SOD2 polymorphisms with primary open angle glaucoma in a Chinese population, Ophthalmic Genet., 2015, vol. 36, no. 1, pp. 43–49. doi 10.3109/13816810.2014.985844
Author information
Authors and Affiliations
Corresponding author
Additional information
Original Russian Text © O.V. Saik, N.A. Konovalova, P.S. Demenkov, N.V. Ivanisenko, T.V. Ivanisenko, D.E. Ivanoshchuk, O.S. Konovalova, O.A. Podkolodnaya, I.N. Lavrik, N.A. Kolchanov, V.A. Ivanisenko, 2016, published in Vavilovskii Zhurnal Genetiki i Selektsii, 2016, Vol. 20, No. 6, pp. 840–847.
Rights and permissions
About this article
Cite this article
Saik, O.V., Konovalova, N.A., Demenkov, P.S. et al. Molecular mechanisms of the interaction between the processes of the cell response to mechanical stress and neuronal apoptosis in primary open-angle glaucoma. Russ J Genet Appl Res 7, 558–564 (2017). https://doi.org/10.1134/S2079059717050173
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S2079059717050173