Supporting Genomics in the Practice of Medicine by Heidi Rehm
Burden and cost of alcohol, tobacco and illegal...
Transcript of Burden and cost of alcohol, tobacco and illegal...
Burden and cost of alcohol, tobacco andillegal drugs globally and in Europe
Jürgen Rehm 1-4 Kevin D. Shield 1,2,3
1) Centre for Addiction and Mental Health,Toronto, Canada
2) University of Toronto, Canada3) WHO Collaborating Centre for Mental
Health and Addictions4) Technische Universität Dresden, Clinical
Psychology and Psychotherapy, Germany
What will be covered?• Risk factor approach vs. disease approach• Basic methodology for risk factor approach• The 2010 GBD study – the real data (Lim et al., 2012
is unfortunately incorrect)• The situation in the Nordic and Baltic countries• Cost• Conclusions
Addiction (substance use disorders =disease) vs. risk factors• Mortality and morbidity can be attributed to
▫ disease or injury outcomes
▫ preventable risk factors
• However, this distinction gets blurred with substance useand substance use disorders
• How many of the smoking attributable lung cancers aredue to tobacco use disorders?
• But what is written on the cause of death certificate?
Smoking and lung cancer
Below the white linein the red circle:smokers withouttobacco use disorder
Identification of causal relationsExposureQuantification of risk relations
Basic ingredients for a risk factor approach
• First disease and injury categories, where substance usedisorders have causal impact, must be identified• Attributable fraction must be determined, which are a
function of:▫ Prevalence of exposure▫ Risk relations• What does this mean?We need to know the prevalence of alcohol use disorders(or levels of alcohol use as indicator) and the RR foroutcomes for which alcohol use disorders are causal (onlycausal relations count!)
Alcohol consumption
Volume Patterns Quality
Health outcomes
Incidencechronicconditionsincluding AUDs
Incidenceacuteconditions
Mortality bycause
Societal Factors
Drinking culture
Alcohol Policy
Drinkingenvironment
Health caresystem
Populationgroup
Gender
Age
PovertyMarginalization
(individual)
Currently used model for alcohol CRA 2005
Basic formula
where Pa is the prevalence of lifetime abstainersRRa is the relative risk of lifetime abstainers (set to 1)Pex is the prevalence of former drinkers (all types of former
drinkers withno drinking in last year)
RRex is the relative risk of former drinkersx average volume of alcohol consumption per dayP(x) is the prevalence of alcohol with consumption xRR(x) is the relative risk of drinkers with consumption x
Of course, instead of no consumption at all, other counterfactuals could bemodelled.
dxxRRxPRRPRRP
dxxRRxPRRPRRPxAAF x
xexexaa
x
xexexaa
)()(
1-)()()( )max(
)min(
)max(
)min(
Continuousdistribution ofdrinkers
ContinuousRR function
Example of general population distribution of volume ofdrinking => basis for continuous modelling
Log-Normal (red) vs. Gamma (blue) vs. Weibull (green)
German Male ALL AGESVolume (g/day)
Prev
alenc
e
0 20 40 60 80 100
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Histogram of consumption withestimated consumptiondistributions
Decision was based on comparisonof distributions from 30 countries!
Best overall fit: Weibull & GammaGamma Distribution
f(x; θ, k) = 1/( θk Γ(k)) xk-1 exp{- x / θ}
Mean Estimate for the Gamma Distribution = θkVariance = θ2k
Empirical and theoretical Gamma estimates for mean have to beidentical, and variance estimates were quite similar.
Better properties for transferring results to other populations thanWeibull.
Risk relations• Alcohol has the most disease and injury categories
which are causally impacted (more then 200 ICDthree digit codes) -> mainly not 100% attributable• Tobacco is second -> mainly not 100% attributable• Illicit drugs mainly overdose deaths for mortality
Published in December 2012 in Lancet by Lim et al.ButThe numbers for alcohol are seriously off. What I show in the nextslides is already corrected -> will appear in Lancet soon
One DALY is one year of life lost either due to premature mortality orto disability. If somebody is 20% disabled, living 5 years with thisdisablement will result in one DALY (without age weighting ordiscounting). Total DALYs in 2010 were 2.490 billion.
2010 GBD (% of total burden of disease)
GBD Men 2010 (% of all burden)
GBD women (% of all burden)
Men vs. women in burden of disease• Tobacco: men #1, women #4• Alcohol: men #3, women #12• Illegal drugs #20, women not in top #20• Huge differences between high- and low/middle
income countries• Alcohol consumption varies with emancipation: the
more emancipated, the higher the alcohol-attributable burden of disease!
The worldwide epidemiological transition• Overall improvement in mortality across the world, with near
stagnation in Eastern Europe and parts of sub-Saharan Africa• Large declines in child mortality and in the burden for its key
risk factors, leading to larger share of disease burden fromNCDs (with main risk factors tobacco, alcohol, nutrition, andphysical activity).▫ A great deal more to be done in sub-Saharan Africa and
South Asia.• Shifting burden of smoking from high-income to low-and-
middle-income countries• Worldwide rise in body weight and glycaemia, with rare
regions where it has been stable; higher burden fromoverweight/obesity than undernutrition• Massive harms from alcohol use in Eastern Europe and Latin
America
Western Europe (larger countries)AndorraAustriaBelgiumCyprusDenmarkFinlandFranceGermanyGreeceGreenlandIcelandIrelandIsrael
ItalyLiechtensteinLuxembourgMaltaMonacoNetherlandsNorwayPortugalSan MarinoSpainSwedenSwitzerlandUnited Kingdom
Western Europe 2010
Central EuropeAlbaniaBosnia and HerzegovinaBulgariaCroatiaCzech RepublicHungaryMontenegroPolandRomaniaSerbiaSlovakiaSloveniaThe Former Yugoslav Republic of Macedonia
Central Europe 2010
Eastern EuropeBelarusEstoniaLatviaLithuaniaRepublic of MoldovaRussian FederationUkraine
Eastern Europe 2010
A comparison for the Baltic countries andFinland to global figures – risk factorattributable and total DALYs/100’000
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Tobacco Alcohol Illegal Drugs All DALYs
Global
Baltic
Finland
A comparison for the Baltic countries andFinland to global figures – risk factorattributable DALYs/100’000
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Global Baltic Finland
Tobacco
Alcohol
Illegal Drugs
Percent DALYsattributable to SU risk factors
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Global Baltic Finland
Tobacco
Alcohol
Illegal Drugs
Globally• For tobacco there are 6.30 million deaths in 2010, for
alcohol 2.74 million deaths, and for drugs 0.16million deaths• In total in 2010, there were 52.77 million deaths.• Thus tobacco is causing more than 10% of all deaths
(11.9%), and alcohol for about 5.2% and illegal drugsfor 0.3%
Prevalence, associated burden and economic costs ofsubstance use and substance use disorders in Europe arestaggering. For most of Europe tobacco use disorders causethe most burden and costs, for eastern Europe it is alcohol.Illegal drugs and its attributable burden is far behind, but itscosts depend more on political choices than on burden. Interms of countries, the Baltics are typical for EasternEuropean pattern and the Nordic Countries for westernEuropean patterns.