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Prevention of Dementia and the
Lancet Commission
Gill Livingston
February 2017
Email :An invitation from The Lancet
I am one of the editors at The Lancet and I am writing to
invite you to participate in an exciting project that we are
planningโ€ฆ
We would like to invite you to be the Chair of the Commission
and take the lead on this project.
The content is entirely up to you but our initial thoughts areโ€ฆ
Our sponsors
โ€ข UCL
โ€ข Alzheimer's Society
โ€ข ESRC
โ€ข ARUK
Andโ€ฆ..
The Lancet editors
Helen Frankish and Sabine Best
The commissioners
Gill Livingston Andrew Sommerlad Vasiliki Orgeta Sergi Costafreda Jonathan
Huntley David Ames Clive Ballard Sube Banerjee Alistair Burns Jiska Cohen-
Mansfield Claudia Cooper Nick Fox Laura Gitlin Robert Howard Helen Kales
Eric Larson Karen Ritchie Kenneth Rockwood Elizabeth Sampson Quincy
Samus Lon Schneider Geir Selbำ•k Linda Teri, Naaheed Mukadam
https://www.ucl.ac.uk/psychiatry/research/olderpeople/lancet-international-commission
And then from the Lancet
A new systematic review or model would be great
and so we became
The Lancet international Commission on Dementia
Prevention and Care
Why do some people not develop
dementia?
โ€ข Dementia is by no means an inevitable consequence of
reaching retirement age, or even of entering the ninth decade.
โ€ข There are lifestyle factors that may reduce, or increase, an
individualโ€™s risk of developing dementia.
โ€ข In some populations dementia is already being delayed for
years; while in others the numbers of people living with it has
increased
Prevention is better than cure
Two ways forward
โ€ข Make people more resilient
โ€ข Prevent damage
Population Attributable Fraction for
modifiable risk factors
The percentage reduction in new cases
over a given time if a particular risk
factor were completely eliminated.
Ritchie et al BMJ 2010
Barnes and Yaffe
Lancet Neurology
2011
Lamplight research?
65+ cohorts = 65+ risk factors
65+ biobanks = 65+ biomarkers
Lancet analysis
Lifecourse analysis- when should intervene
Taking into account new risk factors with evidence
Split into
Early life
Midlife aged 45-65 years
Late life as aged > 65.
Risk factors from
UK National Institute of Health and Care Excellence (NICE)
US National Institute of Health (NIH)
Used systematic reviews and meta-analyses and when
there was not one we calculated.
PAF depends on relative risk and prevalence
BUT
People have lots of risks factors together
So we had to adjust for communality
Formula for individual Population Attributable Fraction (PAF)
PAF = Pe (RRe-1) / [1 + Pe (RRe-1)]
Pe = prevalence of the exposure
RRe = relative risk of disease due to that exposure
Calculation of communality
Input data on all nine risk factors in our model - Calculate tetrachoric correlation to generate correlation coefficients and a correlation matrix
Conduct a principal-component analysis on the correlation matrix to generate eigenvectors, which are directions mapped onto the data
points and from which variance to the data is measured. These represent unobserved factors underlying all the variables that explain the
variance observed.
Components with eigenvalues โ‰ฅ1 were retained in the model
Communality was calculated as the sum of the square of all factor loadings (i.e. how much each unobserved component explained each
measured variable).
Calculation of overall Population Attributable Fraction (PAF)
We then calculated overall PAF: PAF = 1-[(1-PAF1)(1-PAF2)(1-PAF3)โ€ฆ]
Each individual risk factorโ€™s PAF was weighted according to its communality using the formula:
Weight (w) = 1-communality
Weighting was included in the calculation of overall PAF using the formula:
PAF = 1-[(1-w*PAF1)(1-w*PAF2)(1-w*PAF3)...]
So we calculated life course
potentially modifiable risk factors
through the life coursr
Sorry canโ€™t give you new meta-analysis and life course model today
Thanks
Naaheed Mukadam
Andrew Sommerlad,
Sergi Costafreda
Just because it flies it doesnโ€™t make it a
bird
Limitations
โ€ข The PAF model assumes a causal association between a risk
factor and dementia,
โ€ข The most convincing evidence of causality would be randomised
controlled trials in humans.
โ€ข This is not possible for many proposed dementia risk factors such
as education; but we know that falling age-specific incidence is
associated with more education
โ€ข Without experimental human evidence, causality criteria are:
strength, temporality, plausibility, biological gradient, consistency
Antihypertensives
RCT in non-demented but hypertensive aged >80 (160-200/<110mmHg)
stopped as CVAs in TAU
Underpowered (as stopped) but dementia risk= HR 0.87, 95% CI [0.76-
1.00]
โ€ข Peters et al 2008
โ€ข Meta-analysis of antihypertensive treatment groups (weighted mean
difference = 0.42; 95% CI [0.30-0.53])
โ€ข Cochrane 2009
โ€ข Pre- Diva trial found significant difference only in those with hypertension
โ€ข Moll van Charante 2016
Exercise
โ€ข Longitudinal studies show a strong relationship between taking exercise
and not developing dementia: meta-analysis hazard ratio 0.62 (95% CI
0.54-0.70). Dose dependent protection
โ€ข Sofi et al 2011
โ€ข Postulated to have a neuroprotective effect, potentially through
promoting release of Brain Derived Neurotrophic Factor, reducing
cortisol and reducing vascular risk
โ€ข One RCT of 40 minutes walking three times weekly for a year (versus
stretching and conditioning) showed exercise training increased
hippocampal size and improved memory in healthy adults aged 55-80
โ€ข Conflicting RCT findings about exercise- ? Too short or not adaptive or
other differences
BUT trials of
โ€ข non-steroidal anti-inflammatory drugs (NSAID)
โ€ข a 24 week RCT of an oral hypoglycaemic drug,
rosiglitazone
โ€ข oestrogen hormone replacement therapy, statins
โ€ข vitamins
โ€ข statins
โ€ข and ginkgo biloba extract
Have all been negative
Studies in
Low risk volunteers (PRE-DIVA) have
been negative or weakly positive
(FINGER)
Dementia intervention: what,
when, for how long and for whom?
โ€ข Not feasible to completely eliminate risk factors
โ€ข Future strategies either to target the whole
population over a long period
โ€ข Or those at higher risk.
Purpose of Lancet commission
โ€ข โ€œPhilosophers have only
interpreted the world in
various ways; the point,
however, is to change it.โ€
Karl Marx
Theses on Feuerbach
11th thesis
(And Sube Banerjee)
Be ambitious about prevention
โ€ข Thus while trials, which by their nature are relatively short and
include a smaller number of people, are disappointing,
โ€ข Results from risk factor modification for whole populations or
high risk populations have been more hopeful.
โ€ข Delaying dementia for some years for even a small
percentage of people would be an enormous achievement
โ€ข It looks like it may be within our reach
Thanks
To all commissioners
To sponsors
To those whose slides I have used
July 2017 Launch of commission

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Dementias prevention and the lancet commission

  • 1. Prevention of Dementia and the Lancet Commission Gill Livingston February 2017
  • 2. Email :An invitation from The Lancet I am one of the editors at The Lancet and I am writing to invite you to participate in an exciting project that we are planningโ€ฆ We would like to invite you to be the Chair of the Commission and take the lead on this project. The content is entirely up to you but our initial thoughts areโ€ฆ
  • 3. Our sponsors โ€ข UCL โ€ข Alzheimer's Society โ€ข ESRC โ€ข ARUK Andโ€ฆ.. The Lancet editors Helen Frankish and Sabine Best
  • 4. The commissioners Gill Livingston Andrew Sommerlad Vasiliki Orgeta Sergi Costafreda Jonathan Huntley David Ames Clive Ballard Sube Banerjee Alistair Burns Jiska Cohen- Mansfield Claudia Cooper Nick Fox Laura Gitlin Robert Howard Helen Kales Eric Larson Karen Ritchie Kenneth Rockwood Elizabeth Sampson Quincy Samus Lon Schneider Geir Selbำ•k Linda Teri, Naaheed Mukadam https://www.ucl.ac.uk/psychiatry/research/olderpeople/lancet-international-commission
  • 5.
  • 6. And then from the Lancet A new systematic review or model would be great and so we became The Lancet international Commission on Dementia Prevention and Care
  • 7. Why do some people not develop dementia? โ€ข Dementia is by no means an inevitable consequence of reaching retirement age, or even of entering the ninth decade. โ€ข There are lifestyle factors that may reduce, or increase, an individualโ€™s risk of developing dementia. โ€ข In some populations dementia is already being delayed for years; while in others the numbers of people living with it has increased
  • 8. Prevention is better than cure Two ways forward โ€ข Make people more resilient โ€ข Prevent damage
  • 9. Population Attributable Fraction for modifiable risk factors The percentage reduction in new cases over a given time if a particular risk factor were completely eliminated.
  • 10. Ritchie et al BMJ 2010
  • 11. Barnes and Yaffe Lancet Neurology 2011
  • 12. Lamplight research? 65+ cohorts = 65+ risk factors 65+ biobanks = 65+ biomarkers
  • 13. Lancet analysis Lifecourse analysis- when should intervene Taking into account new risk factors with evidence Split into Early life Midlife aged 45-65 years Late life as aged > 65.
  • 14. Risk factors from UK National Institute of Health and Care Excellence (NICE) US National Institute of Health (NIH) Used systematic reviews and meta-analyses and when there was not one we calculated. PAF depends on relative risk and prevalence
  • 15. BUT People have lots of risks factors together So we had to adjust for communality
  • 16. Formula for individual Population Attributable Fraction (PAF) PAF = Pe (RRe-1) / [1 + Pe (RRe-1)] Pe = prevalence of the exposure RRe = relative risk of disease due to that exposure Calculation of communality Input data on all nine risk factors in our model - Calculate tetrachoric correlation to generate correlation coefficients and a correlation matrix Conduct a principal-component analysis on the correlation matrix to generate eigenvectors, which are directions mapped onto the data points and from which variance to the data is measured. These represent unobserved factors underlying all the variables that explain the variance observed. Components with eigenvalues โ‰ฅ1 were retained in the model Communality was calculated as the sum of the square of all factor loadings (i.e. how much each unobserved component explained each measured variable). Calculation of overall Population Attributable Fraction (PAF) We then calculated overall PAF: PAF = 1-[(1-PAF1)(1-PAF2)(1-PAF3)โ€ฆ] Each individual risk factorโ€™s PAF was weighted according to its communality using the formula: Weight (w) = 1-communality Weighting was included in the calculation of overall PAF using the formula: PAF = 1-[(1-w*PAF1)(1-w*PAF2)(1-w*PAF3)...]
  • 17. So we calculated life course potentially modifiable risk factors through the life coursr Sorry canโ€™t give you new meta-analysis and life course model today Thanks Naaheed Mukadam Andrew Sommerlad, Sergi Costafreda
  • 18. Just because it flies it doesnโ€™t make it a bird
  • 19. Limitations โ€ข The PAF model assumes a causal association between a risk factor and dementia, โ€ข The most convincing evidence of causality would be randomised controlled trials in humans. โ€ข This is not possible for many proposed dementia risk factors such as education; but we know that falling age-specific incidence is associated with more education โ€ข Without experimental human evidence, causality criteria are: strength, temporality, plausibility, biological gradient, consistency
  • 20. Antihypertensives RCT in non-demented but hypertensive aged >80 (160-200/<110mmHg) stopped as CVAs in TAU Underpowered (as stopped) but dementia risk= HR 0.87, 95% CI [0.76- 1.00] โ€ข Peters et al 2008 โ€ข Meta-analysis of antihypertensive treatment groups (weighted mean difference = 0.42; 95% CI [0.30-0.53]) โ€ข Cochrane 2009 โ€ข Pre- Diva trial found significant difference only in those with hypertension โ€ข Moll van Charante 2016
  • 21. Exercise โ€ข Longitudinal studies show a strong relationship between taking exercise and not developing dementia: meta-analysis hazard ratio 0.62 (95% CI 0.54-0.70). Dose dependent protection โ€ข Sofi et al 2011 โ€ข Postulated to have a neuroprotective effect, potentially through promoting release of Brain Derived Neurotrophic Factor, reducing cortisol and reducing vascular risk โ€ข One RCT of 40 minutes walking three times weekly for a year (versus stretching and conditioning) showed exercise training increased hippocampal size and improved memory in healthy adults aged 55-80 โ€ข Conflicting RCT findings about exercise- ? Too short or not adaptive or other differences
  • 22. BUT trials of โ€ข non-steroidal anti-inflammatory drugs (NSAID) โ€ข a 24 week RCT of an oral hypoglycaemic drug, rosiglitazone โ€ข oestrogen hormone replacement therapy, statins โ€ข vitamins โ€ข statins โ€ข and ginkgo biloba extract Have all been negative
  • 23. Studies in Low risk volunteers (PRE-DIVA) have been negative or weakly positive (FINGER)
  • 24. Dementia intervention: what, when, for how long and for whom? โ€ข Not feasible to completely eliminate risk factors โ€ข Future strategies either to target the whole population over a long period โ€ข Or those at higher risk.
  • 25. Purpose of Lancet commission โ€ข โ€œPhilosophers have only interpreted the world in various ways; the point, however, is to change it.โ€ Karl Marx Theses on Feuerbach 11th thesis (And Sube Banerjee)
  • 26. Be ambitious about prevention โ€ข Thus while trials, which by their nature are relatively short and include a smaller number of people, are disappointing, โ€ข Results from risk factor modification for whole populations or high risk populations have been more hopeful. โ€ข Delaying dementia for some years for even a small percentage of people would be an enormous achievement โ€ข It looks like it may be within our reach
  • 27. Thanks To all commissioners To sponsors To those whose slides I have used July 2017 Launch of commission