Abstract
MicroRNAs (miRNAs) are a group of small non-coding RNAs that regulate numerous signaling pathways involved in cerebral ischemia reperfusion injury. Recent finding demonstrated that miR-497 promotes ischemic neuronal death by negatively regulating anti-apoptotic proteins and therefore serves as a promising therapeutic target for cerebral ischemic injury. In this study, we present a systematic computational approach that includes 3D modeling, docking-based virtual screening, and molecular dynamics simulation to identify small-molecule inhibitors of pre-miR-497 maturation. The top hit, aminoglycosidic antibiotic, amikacin, formed a stable complex with pre-miR-497. Later, the protective efficacy of amikacin was evaluated against oxygen-glucose deprivation (OGD) and reoxygenation-induced neuronal cell death in SH-SY5Y cells and mouse organotypic hippocampal slice cultures. To confirm the inhibitory potential of amikacin on miR-497 maturation, quantitative real-time PCR was performed to check the expression of bcl-2, one of the primary anti-apoptotic targets of miR-497. Additionally, the expression level of mature miR-497 was quantified using TaqMan® MiRNA Assay Kit. Amikacin treatment effectively reduced OGD-induced cell death compared to control groups both in vitro and organotypic hippocampal slice cultures. Further, amikacin effectively increased the expression of bcl-2 in SH-SY5Y cells subjected to OGD. Interestingly, SH-SY5Y cells treated with amikacin displayed decreased expression of miR-497, probably due to inhibition of pre-miRic form. Our study provides strong evidence that amikacin inhibits miR-497 maturation and promotes ischemic neuronal survival by upregulating anti-apoptotic protein, bcl-2. Future studies directed at evaluating the neuroprotective efficacy and mechanism of amikacin animal models may lead to new therapeutic opportunities for preventing neuronal death after stroke.
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References
Dirnagl U, Iadecola C, Moskowitz MA (1999) Pathobiology of ischaemic stroke: an integrated view. Trends Neurosci 22:391–397
Sugunan S, Joseph DB, Rajanikant GK (2013) Evolving therapeutic targets in ischemic stroke: a concise review. Curr Drug Targets 14:497–506
Fagan SC (2010) Drug repurposing for drug development in stroke. Pharmacotherapy 30:51S–54S
Bartel DP (2004) MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 116:281–297
Ketting RF, Fischer SE, Bernstein E, Sijen T, Hannon GJ, Plasterk RH (2001) Dicer functions in RNA interference and in synthesis of small RNA involved in developmental timing in C. elegans. Genes Dev 15:2654–2659
Wienholds E, Plasterk RH (2005) MicroRNA function in animal development. FEBS Lett 579:5911–5922
Shi Y, Zhao X, Hsieh J, Wichterle H, Impey S, Banerjee S, Neveu P, Kosik KS (2010) MicroRNA regulation of neural stem cells and neurogenesis. J Neurosci 30:14931–14936
Hébert SS, Horré K, Nicolaï L, Bergmans B, Papadopoulou AS, Delacourte A, De Strooper B (2009) MicroRNA regulation of Alzheimer’s amyloid precursor protein expression. Neurobiol Dis 33:422–428
Wang G, van der Walt JM, Mayhew G, Li YJ, Züchner S, Scott WK, Martin ER, Vance JM (2008) Variation in the miRNA-433 binding site of FGF20 confers risk for Parkinson disease by overexpression of alpha-synuclein. Am J Hum Genet 82:283–289
Williams AH, Valdez G, Moresi V, Qi X, McAnally J, Elliott JL, Bassel-Duby R, Sanes JR et al (2009) MicroRNA-206 delays ALS progression and promotes regeneration of neuromuscular synapses in mice. Science 326:1549–1554
Liu NK, Wang XF, Lu QB, Xu XM (2009) Altered microRNA expression following traumatic spinal cord injury. Exp Neurol 219:424–429
Nicoloso MS, Calin GA (2008) MicroRNA involvement in brain tumors: from bench to bedside. Brain Pathol 18:122–129
Beveridge NJ, Tooney PA, Carroll AP, Gardiner E, Bowden N, Scott RJ, Tran N, Dedova I et al (2008) Dysregulation of miRNA 181b in the temporal cortex in schizophrenia. Hum Mol Genet 17:1156–1168
Jeyaseelan K, Lim KY, Armugam A (2008) MicroRNA expression in the blood and brain of rats subjected to transient focal ischemia by middle cerebral artery occlusion. Stroke 39:959–966
Dharap A, Bowen K, Place R, Li LC, Vemuganti R (2009) Transient focal ischemia induces extensive temporal changes in rat cerebral microRNAome. J Cereb Blood Flow Metab 29:675–687
Yin KJ, Deng Z, Hamblin M, Xiang Y, Huang H, Zhang J, Jiang X, Wang Y et al (2010) Peroxisome proliferator-activated receptor delta regulation of miR-15a in ischemia-induced cerebral vascular endothelial injury. J Neurosci 30:6398–6408
Zhai F, Zhang X, Guan Y, Yang X, Li Y, Song G, Guan L (2012) Expression profiles of microRNAs after focal cerebral ischemia/reperfusion injury in rats. Neural Regen Res 7:917–923
Yin KJ, Deng Z, Huang H, Hamblin M, Xie C, Zhang J, Chen YE (2010) miR-497 regulates neuronal death in mouse brain after transient focal cerebral ischemia. Neurobiol Dis 38:17–26
Naro Y, Thomas M, Stephens MD, Connelly CM, Deiters A (2015) Aryl amide small-molecule inhibitors of microRNA miR-21 function. Bioorg Med Chem Lett 25:4793–4796
Li Z, Rana TM (2014) Therapeutic targeting of microRNAs: current status and future challenges. Nat Rev Drug Discov 13:622–638
Garzon R, Marcucci G, Croce CM (2010) Targeting microRNAs in cancer: rationale, strategies and challenges. Nat Rev Drug Discov 9:775–789
Maiti M, Nauwelaerts K, Herdewijn P (2012) Pre-microRNA binding aminoglycosides and antitumor drugs as inhibitors of Dicer catalyzed microRNA processing. Bioorg Med Chem Lett 22:1709–1711
Deiters A (2010) Small molecule modifiers of the microRNA and RNA interference pathway. AAPS J 12:51–60
Gumireddy K, Young DD, Xiong X, Hogenesch JB, Huang Q, Deiters A (2008) Small-molecule inhibitors of microrna miR-21 function. Angew Chem Int Ed Engl 47:7482–7484
Xia T, SantaLucia J Jr, Burkard ME, Kierzek R, Schroeder SJ, Jiao X, Cox C, Turner DH (1998) Thermodynamic parameters for an expanded nearest-neighbor model for formation of RNA duplexes with Watson-Crick base pairs. Biochemistry 37:14719–14735
Parisien M, Major F (2008) The MC-Fold and MC-Sym pipeline infers RNA structure from sequence data. Nature 452:51–55
Ponder JW, Richards FM (1987) An efficient Newton-like method for molecular mechanics energy minimization of large molecules. J Comput Chem 8:1016–1024
Ren P, Ponder JW (2003) Polarizable atomic multipole water model for molecular mechanics simulation. J Phys Chem B 107:5933–5947
Wang J, Cieplak P, Kollman PA (2000) How well does a restrained electrostatic potential (RESP) model perform in calculating conformational energies of organic and biological molecules? J Comput Chem 21:1049–1074
He C, Li YX, Zhang G, Gu Z, Yang R, Li J, Lu ZJ, Zhou ZH et al (2012) MiRmat: mature microRNA sequence prediction. PLoS One 7:e51673
Halgren T (2007) New method for fast and accurate binding-site identification and analysis. Chem Biol Drug Des 69:146–148
Fayaz SM, Rajanikant GK (2014) Ensemble pharmacophore meets ensemble docking: a novel screening strategy for the identification of RIPK1 inhibitors. J Comput Aided Mol Des 28:779–794
Friesner RA, Banks JL, Murphy RB, Halgren TA, Klicic JJ, Mainz DT, Repasky MP, Knoll EH et al (2004) Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy. J Med Chem 47:1739–1749
Li Y, Shen J, Sun X, Li W, Liu G, Tang Y (2010) Accuracy assessment of protein-based docking programs against RNA targets. J Chem Inf Model 50:1134–1146
Hess B, Kutzner C, van der Spoel D, Lindahl E (2008) GROMACS 4: algorithms for highly efficient, load-balanced, and scalable molecular simulation. J Chem Theory Comput 4:435–447
Zoete V, Cuendet MA, Grosdidier A, Michielin O (2011) SwissParam: a fast force field generation tool for small organic molecules. J Comput Chem 32:2359–2368
Darden T, York D, Pedersen L (1993) Particle mesh Ewald—an N. log(N) method for Ewald sums in large systems. J Chem Phys 98:10089–10093
Humphrey W, Dalke A, Schulten K (1996) VMD: visual molecular dynamics. J Mol Graph 14:33–38
Fayaz SM, Suvanish Kumar VS, Davis CK, Rajanikant GK (2016) Novel RIPK3 inhibitors discovered through a structure-based approach exert post-ischemic neuroprotection. Mol Divers
Chip S, Zhu X, Kapfhammer JP (2014) The analysis of neurovascular remodeling in entorhino-hippocampal organotypic slice cultures. J Vis Exp e52023
Rytter A, Cronberg T, Asztély F, Nemali S, Wieloch T (2003) Mouse hippocampal organotypic tissue cultures exposed to in vitro ‘ischemia’ show selective and delayed CA1 damage that is aggravated by glucose. J Cereb Blood Flow Metab 23:23–33
Pearson ND, Prescott CD (1997) RNA as a drug target. Chem Biol 4:409–414
Xavier KA, Eder PS, Giordano T (2000) RNA as a drug target: methods for biophysical characterization and screening. Trends Biotechnol 18:349–356
Hermann T, Westhof E (1998) RNA as a drug target: chemical, modelling, and evolutionary tools. Curr Opin Biotechnol 9:66–73
Chirayil S, Chirayil R, Luebke KJ (2009) Discovering ligands for a microRNA precursor with peptoid microarrays. Nucleic Acids Res 37:5486–5497
Bose D, Jayaraj G, Suryawanshi H, Agarwala P, Pore SK, Banerjee R, Maiti S (2012) The tuberculosis drug streptomycin as a potential cancer therapeutic: inhibition of miR-21 function by directly targeting its precursor. Angew Chem Int Ed Engl 51:1019–1023
Chip S, Nitsch C, Wellmann S, Kapfhammer JP (2013) Subfield-specific neurovascular remodeling in the entorhino-hippocampal-organotypic slice culture as a response to oxygen-glucose deprivation and excitotoxic cell death. J Cereb Blood Flow Metab 33:508–518
Andrews KT, Fisher G, Skinner-Adams TS (2014) Drug repurposing and human parasitic protozoan diseases. Int J Parasitol Drugs Drug Resist 4:95–111
Garrido-Mesa N, Zarzuelo A, Gálvez J (2013) Minocycline: far beyond an antibiotic. Br J Pharmacol 169:337–352
Acknowledgments
The computational portion of the study was funded by the Department of Biotechnology, Government of India “Bioinformatics Infrastructure Facility for Biology Teaching through Bioinformatics (BIF-BTBI)” (Grant number: BT/BI/25/001/2006 dated 25/03/2011). We would like to thank the Federal Commission for Scholarships for Foreign Students, Switzerland, for granting the visiting doctoral fellowship (Swiss Government Excellence Scholarship) (ESKAS-Nr: 2014.0803) to carry out research work at the University of Basel. The authors would like to thank Markus Saxer for the technical assistance.
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All animal experiments were carried out at the University of Basel in accordance with the European Communities Council Directive of 24 November 1986 (86/609/EEC) and were reviewed and permitted by the animal care committee of the Canton of Basel.
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The authors declare that they have no conflict of interest.
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Sinoy, S., Fayaz, S.M., Charles, K.D. et al. Amikacin Inhibits miR-497 Maturation and Exerts Post-ischemic Neuroprotection. Mol Neurobiol 54, 3683–3694 (2017). https://doi.org/10.1007/s12035-016-9940-0
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DOI: https://doi.org/10.1007/s12035-016-9940-0