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Alex Dregan and Martin Gulliford King’s College London 09 March 2012 Illicit drug use and cognitive functioning in mid-adult years
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Presented by Background -Long-term illicit drug use may be associated with impaired short-term and working memory, word fluency, attention span, and cognitive flexibility. -Other studies found no association between illicit drug use and executive functioning and working memory. -The relation has not been thoroughly investigated, and the evidence is rather inconclusive, short-term and methodologically flawed. -Methodological issues: differences in sampling methods, the types of drugs studied, cognitive outcome measures, and length of follow-up. Alex Dregan
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Presented by Study aims - What is the long-term impact of illicit drug use on cognitive functioning? - Are diverse drugs differentially related to cognitive imapirment? - Is there evidence for a dose-response relationship? Alex Dregan
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Presented by Data -National Child Development Study(NCDS) includes all children born in the UK during the first week of March 1958 (N=17,415) - Multiple follow-up surveys (birth, ages 7, 11, 16, 23, 33, 42, 46 and most recently age 50) gathering data on a broad range of psycho-social outcomes. -Illicit drug use –data on 12 drugs collected retrospectively and prospectively from age 16 to age 42. -Cognitive outcome measures collected at age 50: global cognition, memory functioning, and executive functioning. Alex Dregan
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Presented by Statistical analysis - All cohort members who took part in the age 42 (N=11,419) survey. - Predictors – current and past illicit drug use (yes/no), class drugs (high-risk, intermediate, low-risk), length of use and type (ie cannabis, coke, heroin, LSD, amphetamine etc). -Multiple logistic regression analyses to predict illicit drug usage at age 42. -Multivariate linear regression to estimate the impact of current and past illicit drugs on cognitive outcomes at age 50 adjusting for age 42 covariates. -Missing data –separate missing category for each predictor. Alex Dregan
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Presented by RESULTS 6 Alex Dregan
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Presented by Illicit drug use at 42 years of age in the study population (N=11,419) Alex Dregan
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Presented by Adjusted ORs (CIs) of predictors for illicit drug use at age 42 Current drug useEver drug use Poor health (vs. good)1.54(1.21,1.96)1.12(0.95,1.32) College degree (vs. no qualif.)1.87(1.43,2.46)3.31(2.80,3.92) Smoker (yes/no)4.33(3.17,5.92)6.26(5.05, 7.74) Alcohol problems1.96(1.64,2.33)2.03(1.79,2.30) Depression (yes/no)1.42(1.17,1.74)1.30(1.14,1.48) Single (vs. married)2.55(2.18,2.98)1.95(1.77,2.16) Low social class (vs high)0.86(0.67,1.11)0.72(0.66,0.90) Female (vs male)0.52(0.44,0.61)0.52(0.47,0.57) Alex Dregan
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Presented by Adjusted OR for predictors for different illicit drug classes at age 42 High riskIntermediate riskLow risk Poor health (vs. good)1.07(0.64,1.77)1.39(1.07,1.90)2.27(1.46,3.53) Long-standing illness1.02(0.64,1.62)1.20(0.94,1.53)1.88(1.23,2.89) College degree (vs. no qualif.) 2.22(1.25,3.92)1.77(1.32,2.36)1.72(0.93,3.19) Smoker (yes/no)2.51(1.35,4.66)5.20(3.71,7.28)2.09(1.13, 3.87) Alcohol problems2.52(1.79,3.54)1.92(1.60,2.32)1.14(0.76,1.70) Depression (yes/no)1.74(1.17,2.58)1.23(0.99,1.53)3.10(2.07,4.65) Low social class (vs high) 1.12(0.63,1.96)0.84(0.64,1.10)1.06(0.61,1.85) Female (vs male)0.36(0.25,0.52)0.49(0.41,0.58)0.71(0.50,1.02) Alex Dregan
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Presented by Descriptive indexes for cognitive measures at 50 years of age in the study population Sample sizeMean(SD) Global cognition 9,38526.94(4.78) Memory index9,59211.98(2.94) Executive functioning index 9,44211.94(2.90) Alex Dregan
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Presented by Adjusted B for cognitive functioning outcomes at age 50 as a function of illicit drug use patterns Cognitive indexMemory index Executive functioning index Current drug use Any drug0.27(-0.10,0.63)0.14(-0.09,0.37)0.12(-0.12,0.34) High risk 0.49(-0.30,1.37)0.33(-0.16,0.82)0.16(-0.34,0.65) Low risk -0.07(-0.92,0.78)-0.06(-0.59,0.48)0.09(-0.63,0.44) Ever drug use Any drug0.62(0.41,0.83)0.37(0.24,0.50)0.23(0.10,0.37) High risk 0.08(-0.23,0.40)0.13(-0.06,0.33)-0.08(-0.27,0.12) Low risk 0.40(0.04,0.76)0.39(0.16,0.62)0.02(-0.20,0.25) Severity of drug use Never drug dependency0.25(0.10,0.39)0.27(0.12,0.42)0.25(0.10,0.39) Had a drug dependency -0.27(-1.23,0.69)-0.04(-0.70,0.62)-0.17(-0.78,0.43) Length of drug use Both before and at age 42-0.04(-0.50,0.42)0.11(-0.17,0.40)-0.19(-0.48,0.10) Before age 42 only 0.53(0.31,0.74)0.35(0.22,0.49)0.16(0.02,0.29) Alex Dregan
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Presented by Adjusted B for cognitive functioning outcomes at age 50 as a function of type of illicit drug use Cognitive indexMemory index Executive functioning index Current drug use Cannabis0.28(-0.10,0.41)0.16(-0.10,0.41)0.11(-0.14,0.36) Ecstasy 0.70(-0.61,2.01)0.40(-0.43,1.22)0.14(-0.70,0.97) Cocaine or crack cocaine 0.78(-0.15,1.72)0.46(-0.14,1.05)0.34(-0.26,0.93) Amphetamines 0.50(-0.55,1.71)-0.06(-0.78,0.66)0.48(-0.24,1.20) Ever drug use Cannabis0.69(0.47,0.92)0.40(0.26,0.54)0.28(0.14,0.43) Ecstasy 0.58(-0.08,1.23)0.37(-0.04,0.77)0.15(-0.27,0.56) Cocaine or crack cocaine 0.43(-0.06,0.91)0.36(0.05,0.67)0.01(-0.30,0.32) Amphetamines 0.49(0.11,0.86)0.41(-0.17,0.64)0.07(-0.17,0.30) Heroin-0.02(-0.94,0.90)0.34(-0.24,0.92)-0.43(-1.02,0.16) Alex Dregan
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Presented by Conclusions - No association between current illicit drug use at age 42 years and cognitive functioning at 10-year follow-up - Ever drug use association with cognitive functioning implies that any cognitive deficits associated with immediate illicit drug use might dissipate with time - The association between past use and cognitive function might be explained by residual confounding (ie higher educational level among ever illicit drug users) - Negative association between drug dependency and long-term illicit drug use and subsequent cognitive functioning Alex Dregan
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Presented by Conclusions... - Limitations: self-report, baseline cognitive functioning, reverse causality - Exploring the influence of illicit drug use over a longer period of time, we were able to avoid the bias caused by false cognitive impairment - At the population level, it does not appear that past or even current illicit drug use is associated with impaired cognitive functioning in early middle age - The relation between illicit drug use and cognitive impairment is a complex one: possible that some individuals and groups, such as those with heavier or more prolonged use, could be harmed Alex Dregan
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Presented by Reference - Dregan A, Gulliford MC. Is illicit drug use harmful to cognitive functioning in midadult years?A cohort- based investigation. American Journal of Epidemiology 2012;175(3):218-227. Alex Dregan
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