Magnetic resonance imaging in multiple sclerosis animal models: A systematic review, meta-analysis, and white paper

Amiri, 2018, Urgent challenges in quantification and interpretation of brain grey matter atrophy in individual MS patients using MRI, Neuroimage Clin., 19, 466, 10.1016/j.nicl.2018.04.023 Anderson, R.J., Long, C.M., Calabrese, E.D., Robertson, S.H., Johnson, G.A., Cofer, G.P., O'Brien, R.J., Badea, A., 2020. Optimizing Diffusion Imaging Protocols for Structural Connectomics in Mouse Models of Neurological Conditions. Frontiers in physics 8. Baker, 2014, Two years later: journals are not yet enforcing the ARRIVE guidelines on reporting standards for pre-clinical animal studies, PLoS Biol., 12, 10.1371/journal.pbio.1001756 Budde, 2009, Axial diffusivity is the primary correlate of axonal injury in the experimental autoimmune encephalomyelitis spinal cord: a quantitative pixelwise analysis, J. Neurosci., 29, 2805, 10.1523/JNEUROSCI.4605-08.2009 Button, 2013, Power failure: why small sample size undermines the reliability of neuroscience, Nat. Rev. Neurosci., 14, 365, 10.1038/nrn3475 Carp, 2012, The secret lives of experiments: methods reporting in the fMRI literature, Neuroimage, 63, 289, 10.1016/j.neuroimage.2012.07.004 Collins, 2014, Policy: NIH plans to enhance reproducibility, Nature, 505, 612, 10.1038/505612a de Vries, 2014, Updated version of the embase search filter for animal studies, Lab. Anim., 48, 88, 10.1177/0023677213494374 Filippi, 2018, Multiple sclerosis, Nat. Rev. Dis. Primers, 4, 43, 10.1038/s41572-018-0041-4 Freedman, 2015, The economics of reproducibility in preclinical research, PLoS Biol., 13, 10.1371/journal.pbio.1002165 Green, S., Higgins, J., 2005. Cochrane handbook for systematic reviews of interventions. Version. Higgins, 2002, Quantifying heterogeneity in a meta-analysis, Stat. Med., 21, 1539, 10.1002/sim.1186 Hooijmans, 2015, A systematic review and meta-analysis of the ability of analgesic drugs to reduce metastasis in experimental cancer models, Pain, 156, 1835, 10.1097/j.pain.0000000000000296 Hooijmans, 2019, Remyelination promoting therapies in multiple sclerosis animal models: a systematic review and meta-analysis, Sci. Rep., 9, 822, 10.1038/s41598-018-35734-4 Hooijmans, 2014, SYRCLE's risk of bias tool for animal studies, BMC Med. Res. Method., 14, 43, 10.1186/1471-2288-14-43 Jelescu, 2017, Design and validation of diffusion MRI models of white matter, Front. Phys., 5, 61, 10.3389/fphy.2017.00061 Justice, 2016, Using the mouse to model human disease: increasing validity and reproducibility, Dis. Model Mech., 9, 101, 10.1242/dmm.024547 Kilkenny, 2010, Improving bioscience research reporting: the ARRIVE guidelines for reporting animal research, PLoS Biol., 8, 10.1371/journal.pbio.1000412 Kurniawan, 2018, MRI in the study of animal models of neurodegenerative diseases, Methods Mol. Biol., 1718, 347, 10.1007/978-1-4939-7531-0_21 Landis, 2012, A call for transparent reporting to optimize the predictive value of preclinical research, Nature, 490, 187, 10.1038/nature11556 Lassmann, 2016, Multiple sclerosis: experimental models and reality, Acta Neuropathol. Levine, 2001, Post hoc power analysis: an idea whose time has passed?, Pharmacother. J. Hum. Pharmacol. Drug Therapy, 21, 405, 10.1592/phco.21.5.405.34503 Macleod, 2009, Reprint: good laboratory practice: preventing introduction of bias at the bench, J. Cereb. Blood Flow Metab., 29, 221, 10.1038/jcbfm.2008.101 Macleod, 2008, Evidence for the efficacy of NXY-059 in experimental focal cerebral ischaemia is confounded by study quality, Stroke, 39, 2824, 10.1161/STROKEAHA.108.515957 Maggi, 2014, The formation of inflammatory demyelinated lesions in cerebral white matter, Ann. Neurol., 76, 594, 10.1002/ana.24242 Maggi, 2017, Magnetic resonance imaging of experimental autoimmune encephalomyelitis in the common marmoset, J. Neuroimmunol., 304, 86, 10.1016/j.jneuroim.2016.09.016 Marino, 2017, How often should we expect to be wrong? Statistical power, p values, and the expected prevalence of false discoveries, Biochem. Pharmacol. Moher, 1999, Improving the quality of reports of meta-analyses of randomised controlled trials: the QUOROM statement. Quality of Reporting of Meta-analyses, Lancet, 354, 1896, 10.1016/S0140-6736(99)04149-5 Moher, 2001, The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomized trials, JAMA, 285, 1987, 10.1001/jama.285.15.1987 Moher, 2015, Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement, Systemat. Rev., 4, 1, 10.1186/2046-4053-4-1 Namer, I.J.S., J.; Poulet, P.; Mauss, Y.; Armspach, J. P.; Eclancher, B.; Chambron, J., 1994. Hyperbaric oxygen treatment in acute experimental allergic encephalomyelitis. Contribution of magnetic resonance imaging study. NeuroImage 1, 308-312. Petersen, 2010, Alzheimer's disease neuroimaging initiative (ADNI): clinical characterization, Neurology, 74, 201, 10.1212/WNL.0b013e3181cb3e25 Sena, 2010, Publication bias in reports of animal stroke studies leads to major overstatement of efficacy, PLoS Biol., 8, 10.1371/journal.pbio.1000344 Steward, 2014, Rigor or mortis: best practices for preclinical research in neuroscience, Neuron, 84, 572, 10.1016/j.neuron.2014.10.042 Stewart, W.A.A., E. C., Jr.; Hruby, S.; Hall, L. D.; Paty, D. W., 1991. Magnetic resonance imaging of experimental allergic encephalomyelitis in primates. Brain 114, 1069-1096. Stewart, W.A.A., E. C.; Hruby, S.; Hall, L. D.; Paty, D. W., 1985. Early detection of experimental allergic encephalomyelitis by magnetic resonance imaging. Lancet 2, 898. Trapp, 1998, Axonal transection in the lesions of multiple sclerosis, N. Engl. J. Med., 338, 278, 10.1056/NEJM199801293380502 Van der Worp, 2010, Can animal models of disease reliably inform human studies?, PLoS Med., 7, 10.1371/journal.pmed.1000245 Van Essen, 2013, The WU-Minn human connectome project: an overview, Neuroimage, 80, 62, 10.1016/j.neuroimage.2013.05.041 van Munster, 2017, Outcome measures in clinical trials for multiple sclerosis, CNS Drugs, 31, 217, 10.1007/s40263-017-0412-5 Vesterinen, H.M., Sena, E.S., ffrench-Constant, C., Williams, A., Chandran, S., Macleod, M.R., 2010. Improving the translational hit of experimental treatments in multiple sclerosis. Mult Scler 16, 1044-1055. Waiczies, 2019, Fluorine-19 MRI at 21.1 T: enhanced spin-lattice relaxation of perfluoro-15-crown-5-ether and sensitivity as demonstrated in ex vivo murine neuroinflammation, Magma, 32, 37, 10.1007/s10334-018-0710-z Zwetsloot, 2017, Standardized mean differences cause funnel plot distortion in publication bias assessments, Elife, 6, 10.7554/eLife.24260