What could be going wrong? Randomisation and blinding CAMARADES: Bringing evidence to translational medicine CAMARADES: Bringing evidence to translational medicine You can usually find what you’re looking for … • 12 graduate psychology students • 5 day experiment: rats in T maze with dark arm alternating at random, and the dark arm always reinforced • 2 groups – “Maze Bright” and “Maze dull” Group Day 1 Day 2 Day 3 Day 4 Day 5 “Maze bright” 1.33 1.60 2.60 2.83 3.26 “Maze dull” 0.72 1.10 2.23 1.83 1.83 Δ +0.60 +0.50 +0.37 +1.00 +1.43 Rosenthal and Fode (1963), Behav Sci 8, 183-9 CAMARADES: Bringing evidence to translational medicine Drugs in animal stroke models NXY-059 (Astra Zeneca) – 11 publications, 29 experiments, 408 animals – Improved outcome by 44% (35-53%) Efficacy • Randomisation Blinded conduct of experiment Blinded assessment of outcome Macleod et al, 2008 CAMARADES: Bringing evidence to translational medicine What’s a stroke drug worth? CAMARADES: Bringing evidence to translational medicine The same thing happens for other diseases … Alzheimer´s disease Improvement in behavioural outcome (Standardised Effect Size) Stroke 1.2 1.0 0.8 0.6 0.4 0.2 0.0 No Yes Blinded assessment of behavioural outcome Multiple Sclerosis Parkinson´s disease CAMARADES: Bringing evidence to translational medicine Are many studies at risk of bias? Disease Randomisatio n (%) Blinding (%) Power calculation (%) Yes No Yes No Yes No Stroke 37 63 37 63 3 97 Alzheimer’s 16 84 22 78 0 100 Parkinson’s 16 84 15 85 0 100 Multiple Sclerosis 9 91 16 84 0 100 Pain 12 88 26 74 0 100 CAMARADES: Bringing evidence to translational medicine But it’s just the neurosciences, right? Reporting of measures to reduce bias in 254 reports of in vivo, ex vivo or in vitro studies involving non human animals, identified from random sample of 2000 publications from PubMed Ioannidis et al, 2014 CAMARADES: Bringing evidence to translational medicine But not in leading institutions, right? “an outstanding contribution to the internationally excellent position of the UK in biomedical science and clinical/translational research.” “impressed by the strength within the basic neurosciences that were returned …particular in the areas of behavioural, cellular and molecular neuroscience” 1173 publications using non human animals, published in 2009 or 2010, from 5 leading UK universities Rand Blind I/E SSC CAMARADES: Bringing evidence to translational medicine But not in journals of repute, right? Bottom 10% Bottom 10% TopBottom 10% 10%Top 10% Bottom 10% Top 10% Top 10% CAMARADES: Bringing evidence to translational medicine Reporting research details The Morris Water Maze in Alzheimer’s research CAMARADES: Bringing evidence to translational medicine Reporting research details Reporting drop outs minocycline control minocycline control CAMARADES: Bringing evidence to translational medicine