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CAMARADES: Bringing evidence to translational medicine What could be going wrong? Randomisation and blinding

What could be going wrong? Randomisation and blinding

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What could be going wrong? Randomisation and blinding. 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 ”. - PowerPoint PPT Presentation

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Page 1: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

What could be going wrong?

Randomisation and blinding

Page 2: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

Page 3: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

You can usually find what you’re looking for …

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

• 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”

Page 4: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

• NXY-059 (Astra Zeneca)

– 11 publications, 29 experiments, 408 animals

– Improved outcome by 44% (35-53%)

Macleod et al, 2008

Effi

cacy

Randomisation

Blinded assessment of outcome

Blinded conduct of experiment

Drugs in animal stroke models

Page 5: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

What’s a stroke drug worth?

Page 6: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

The same thing happens for other diseases …

Blinded assessment of behavioural outcome

No Yes

Impr

ovem

ent

in b

ehav

iour

al o

utco

me

(S

tand

ardi

sed

Eff

ect

Siz

e)

0.0

0.2

0.4

0.6

0.8

1.0

1.2

Multiple Sclerosis Parkinson´s disease

Alzheimer´s diseaseStroke

Page 7: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

Are many studies at risk of bias?

Disease Randomisation

(%)

Blinding(%)

Powercalculation

(%)

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

Disease Randomisation

(%)

Blinding(%)

Powercalculation

(%)

Yes No Yes No Yes No

Stroke 37 63 37 63 3 97

Page 8: What could be going wrong? Randomisation and blinding

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

Page 9: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

1173 publications using non human animals, published in 2009 or 2010, from 5 leading UK universities

“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”

But not in leading institutions, right?

Rand Blind I/E SSC

Page 10: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

But not in journals of repute, right?

Top 10%Bottom 10% Top 10%Bottom 10% Top 10%Bottom 10% Top 10%Bottom 10%

Page 11: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

Reporting research detailsThe Morris Water Maze in Alzheimer’s research

Page 12: What could be going wrong? Randomisation and blinding

CAMARADES: Bringing evidence to translational medicine

Reporting research detailsReporting drop outs

minocycline

control

minocycline

control