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Mul$ple	
  Pathways	
  to	
  Addic$ons
                                     	
  

               Bob	
  Pihl	
  
            McGill	
  University	
  
Why	
  the	
  need	
  to	
  determine	
  
  differen$al	
  pathways?         	
  
The	
  Epidemiology	
  and	
  Consequences	
  
              of	
  Alcohol	
  Abuse	
  
	
                                            	
  
•  	
  Life$me	
  Prevalence	
                •  3rd	
  most	
  prevalent	
  
     10.3	
  –	
  23%	
  	
  Male=13.8,	
          health	
  problem	
  
     female=	
  7.1	
  Na$ve	
                •  	
  A	
  cause	
  in	
  1/3	
  of	
  
     American=	
  18.4	
                           general	
  hospital	
  
•  	
  Peak	
  age	
  	
  late	
  teens	
          admissions	
  
     early	
  twen$es	
  	
                   •  Primary	
  cause	
  of	
  
•  Highly	
  co	
  morbid	
  	
                    emergency	
  room	
  
     mood,	
  anxiety	
  and	
                     admissions	
  
     personality	
  disorders	
               •  	
  Involved	
  in	
  39%	
  of	
  
	
                                                 traffic	
  accidents	
  ,	
  50%	
  
                                                   of	
  violent	
  interac$ons.	
  
Treatment	
  	
  &	
  Preven$on	
  
•  	
  %	
  treated	
  in	
  ones	
         •  	
  Generalized	
  preven$on	
  
   life$me.	
  	
  	
                          programs	
  can	
  increase	
  
•  	
  8%	
  Abuse	
                           drug	
  use.	
  
•  	
  38%	
  Dependence	
                  •  	
  More	
  than	
  40%	
  of	
  
•  	
  Deference	
  is	
  given	
  to	
        those	
  who	
  begin	
  
                                               drinking	
  before	
  age	
  15	
  
   trea$ng	
  co	
  morbid	
  
   disorders.	
                                become	
  dependent,	
  
                                               versus	
  10%	
  a_er21.	
  
•  	
  Relapse	
  is	
  the	
  rule.	
  
Advantages	
  of	
  High	
  Risk	
  Research	
  
•    Contemporaneous	
  recording	
  of	
  events	
  
•    Allows	
  study	
  of	
  “escape”	
  from	
  risk	
  process	
  
•    Allows	
  the	
  study	
  of	
  the	
  heterogeneity	
  of	
  abnormal	
  outcomes	
  
•    Allows	
  for	
  subdivision	
  in	
  terms	
  of	
  age	
  of	
  onset	
  
•    Allows	
  for	
  assessment	
  of	
  changes	
  over	
  $me	
  within	
  individuals	
  
•    Can	
  some$mes	
  elucidate	
  feedback	
  mechanisms,	
  circular	
  
     processes	
  and	
  chain	
  of	
  events	
  typically	
  important	
  in	
  causa$on	
  




                                                                                             7	
  
Some	
  At	
  Risk	
  Groups
                                           	
  
•  	
  Family	
  History	
            •  	
  Certain	
  Occupa$ons	
  
•  	
  Par$cular	
  Personality	
     •  	
  Premature	
  
   Traits.	
                             Adolescence	
  
•  	
  ADHD,	
  CD,	
  ASPD.	
        •  	
  School	
  Failure	
  
•  	
  Anxiety/	
  Depressive	
       •  	
  Peer	
  Rela$onships	
  
   Disorders	
                        •  	
  Family	
  Status	
  
•  Early	
  Alcohol	
  Use	
          •  	
  Bureaucra$c	
  Induced	
  
•  Biological	
  Varia$ons	
  	
         Disorders	
  
From: Mapping Common Psychiatric Disorders:  Structure and Predictive Validity in the National Epidemiologic
Survey on Alcohol and Related Conditions"
JAMA Psychiatry. 2013;70(2):199-207. doi:10.1001/jamapsychiatry.2013.281"




Figure Legend:"
Figure. Three-dimensional representation of the space among psychiatric disorders. Each disorder is represented in the color of the
factor for which it has higher loadings. Although the factors are correlated (see Table 1 and the “Results” section), they are
represented as orthogonal to facilitate visualization. 1 indicates alcohol abuse; 2, alcohol dependence; 3, drug abuse; 4, drug
dependence; 5, nicotine dependence; 6, major depressive disorder; 7, bipolar disorder; 8, dysthymia; 9, panic disorder; 10, social
anxiety disorder; 11, specific phobia; 12, generalized anxiety disorder; 13, pathological gambling; 14, avoidant personality disorder;
                                             Copyright © 2012 American Medical Association.
Date of download: 3/21/2013"
15, dependent personality disorder; 16, obsessive compulsive personality disorder; 17, paranoid personality disorder; 18, schizoid
                                                           All rights reserved."
personality disorder; 19, histrionic personality disorder; 20, antisocial personality disorder."
Moms	
  who	
  drink	
  a	
  lot
                                          	
  
•  NLSCY	
  study	
  
   –  Over	
  Canadian	
  10000	
  families	
  
12	
  
13	
  
14	
  
15	
  
Immature	
  



                                           Problems	
  



                                                          Labeled	
  



	
  	
  	
  	
  	
  	
  	
  Bureaucra(c	
  	
  	
  	
  Induced	
  	
  	
  Disorders	
  	
  	
  	
  
900,000	
  ADHD’s	
  	
  misdiagnosed	
  and	
  treated	
  in	
  the	
  US.	
  (	
  Elder,	
  2010,	
  	
  
Journal	
  of	
  Health	
  Economics)	
  
Family
Pedigree
19	
  
Assump$ons	
  &	
  Strategy	
  
•  	
  There	
  are	
  mul$ple	
  and	
  o_en	
  discrete	
  
   e$ologies.	
  
•  	
  A	
  high	
  risk	
  approach	
  is	
  required.	
  
•  	
  How	
  an	
  individual	
  responds	
  to	
  the	
  drug	
  
   should	
  differen$ate	
  suscep$bility.	
  Hence	
  
   procedurally	
  an	
  alcohol	
  challenge	
  is	
  
   preferable.	
  
Alcohol Challenge – Basic Design




                Pre-­‐tes(ng/	
  
                                    Alcohol/	
      Post-­‐tes(ng	
  
  Subject	
       Control	
  
                                     Placebo	
      Manipula(o
 Selec(on	
     Manipula(o
                                    Challenge	
            n	
  
                       n	
  




                                                                    21
Dampening	
  
Drinking	
  to	
  Cope	
  &	
  Brain	
  Response	
  to	
  
              Emo$onal	
  Faces	
        	
  
Amygdalar	
  Response	
  to	
  Dis(nct	
  Facial	
  Expressions	
  in	
  
               Anxiety-­‐Sensi(ve	
  Subjects        	
  
M-­‐AS	
  VS	
  F-­‐AS	
  
                                                                                                                  0.0
                                                                                                                                    Alcohol
                                                                                                                                    Placebo
                                                          Alcohol
                                                          Placebo
                               0.2
                                                                                                                  -0.2




                                                                                   BOLD Signal Intensity (a.u.)
BOLD Signal Intensity (a.u.)




                               0.0                                                                                -0.4
                                      AG   HC   Putamen   Caudate     NAc   lOFG

                                                   Brain Region
                               -0.2                                                                               -0.6




                               -0.4                                                                               -0.8




                                                                                                                  -1.0
                               -0.6
                                                                                                                         AG   HC   Putamen    Caudate   NAc   mFOG
                                                                                                                                     Brain Region
 	
  	
  S$mula$on	
  
Aggressive	
  Behavior	
  and	
  the	
  High	
  
                                                             Heart	
  Rate	
  Response    	
  

                                                       age 10 to 17 delinquency scores                                                                      TAP - Mean Shock Level Selected
Zscore (Average of 1988 to 1995 longitudinal scores)




                                                                                        **        *       **




                                                                                                                             Zscore (Mean Shock Selected)
                                               0.8
                                                          Physical Aggression                                                                   0.6
                                               0.6        Destruction of Property                                                                                 Sober
                                                          Theft
                                                                                                                                                0.4
                                                                                                                                                                  Intoxicated
                                               0.4

                                               0.2                                                                                              0.2

                                               0.0                                                                                              0.0
                                                                                                                * p < 0.03
                               -0.2                                                                            ** p < 0.02
                                                                                                                                          -0.2

                               -0.4
                                                                                                                                          -0.4
                               -0.6                      Low Heart Rate Responders   High Heart Rate Responders
                                                           to Alcohol Intoxication      to Alcohol Intoxication                           -0.6
                               -0.8
                                                                                                                                                               Low HR Responders   High HR Responders
A.	
  High	
  &	
  B.	
  Low	
  nega$ve	
  effects	
  of	
  
                                alcohol	
  
                                         	
  
                               a                                   b
5.7"                               -7.2"




t"                                 t"




3.1"                               -3.1"
Alcohol Self-
                                                                        	
  
                                                                   Administration	
  
                                                                          	
  
                                                                                                                                       BAL




                                                                             Progressive Ratio Breakpoint (log)
Ethanol-Induced ∆ Heart Rate




                               30                                                                                                      APTD
                                                                                                                   3                   APTD+DOPA

                               20                                                                                 2.5

                                                                                                                   2      *
                               10                                                                                             **
                                                                                                                  1.5

                                0                                                                                  1
                                                     r = 0.713, p ≤ 0.002
                                                                                                                  0.5
                               -10
                                     -1   -0.5   0    0.5      1       1.5
                                                                                                                   0
                                     ∆ Alcohol Self-Administration
                                          (log PR breakpoint)                                                           High HR    Low HR




         Barrett et al, 2005
Subjects	
  with	
  a	
  High	
  Heart	
  rate	
  
    Response	
  to	
  Alcohol	
  Challenge	
  

•  Self-­‐rate	
  more	
  of	
  a	
  posi$ve	
  response	
  
•  Drink	
  more	
  
•  Remember	
  more	
  words	
  learned	
  before	
  
   drinking	
  
•  	
  Increase	
  plasma	
  endorphin	
  levels	
  
•  	
  The	
  heart	
  rate	
  response	
  is	
  blocked	
  by	
  
   neltrexone	
  
•  	
  It	
  can	
  be	
  reduced	
  via	
  condi$oning.	
  
0.4                                                                                    Alcohol Induced Changes in BAES Stimulation
Z scores on the SPSRQ




                         0.3                             Low HR responders     50


                         0.2                             High HR responders    40


                         0.1                                                   30


                           0                                                   20

                        -0.1                                                                                                                                               HHRR
                                                                                10

                        -0.2                                                                                                                                               LHRR

                                                                                 0

                        -0.3
                                                                              -­‐ 10
                        -0.4
                                                                              -­‐ 20
                                SP                SR
                                                                              -­‐ 30

                               Dimensions of the SPSRQ                                 pre-­‐alc ohol   30min          40min      60min       90min      120min   150min
The	
  High	
  Heart	
  Rate	
  Response	
  and	
  the	
  Subjec$ve	
  
                                                                              High	
  

       Subjective High Assessment Scale                                                                                  Subjective High across the blood alcohol curve



                              0.8                 Subjective effects of alcohol
Zscore (Subjective High Assessment Scale)




                                                 "The worst that I have ever felt"
                                                 "The best that I have ever felt"
                                                                                                       *
                              0.6


                              0.4


                              0.2


                              0.0


                  -0.2                                                                                     * p = 0.052


                  -0.4
                                                Low Heart Rate Responders            High Heart Rate Responders
                                                  to Alcohol Intoxication               to Alcohol Intoxication
0.4
Z scores on the SPSRQ


                         0.3                             Low HR responders
                         0.2                             High HR responders
                         0.1
                           0
                        -0.1
                        -0.2
                        -0.3
                        -0.4
                                SP                SR
                               Dimensions of the SPSRQ




                                                                              34	
  
Design
                                Alcohol-Induced HR Change as a Function of HR Group
•  N= 56 males                      and Drinking Condition (Reward/Non-Reward)
•  Day I
     –  Alcohol challenge
                                                             14
     –  Subjects divided                                     12




                                        HR increase in BPM
     (medium split) into High
                                                             10
     and Low HR response                                                                                       HR day 1
                                                             8
•  Day II                                                                                                      HR day 2 n-r
                                                             6
                                                                                                               HR day 2 r
     –  While sober, participated                            4
     in a task where auditory                                2
     and visual cues were                                    0
     paired With reward or no                                       Low HR          High HR
     reward                                                       responders      responders
     –  Subjects then randomly                                    HR response to alcohol intoxication groups
     assigned and alcohol
     challenged and were
     exposed to conditioned
     cues.
0.5
                         0.4                                        Low HR responders
Z scores on the SURPS




                         0.3                                        High HR responders
                         0.2
                         0.1
                           0
                        -0.1
                        -0.2
                        -0.3
                        -0.4
                        -0.5
                               H/I        AS       IMP         SS
                                     Dimensions of the SURPS
 




       38	
  
(% of women no longer meeting criteria
                                  60


 for substance abuse or dependence)
                                  50
         Rate of Remission




                                  40


                                  30


                                  20


                                  10


                                         0
                                             Motivation      Motivation        Educational
                                             Matched        MisMatched           Film
                                                          Brief Intervention
                                                                                             39	
  
From: Effectiveness of a Selective, Personality-Targeted Prevention Program for Adolescent Alcohol Use and
Misuse:  A Cluster Randomized Controlled Trial"
JAMA Psychiatry. 2013;70(3):334-342. doi:10.1001/jamapsychiatry.2013.651"




Figure Legend:"
Figure 4. Estimated probability of reporting problem drinking symptoms × severity of problem drinking symptoms in high-risk (HR)
and low-risk (LR) youth attending intervention and control schools. T2 indicates 6 months after intervention; T3,12 months after
intervention; T4,18 months after intervention; and T5, 24 months after intervention."

                                         Copyright © 2012 American Medical Association.
Date of download: 3/21/2013"
                                                       All rights reserved."
General	
  Ques$ons
                                    	
  
•  	
  The	
  long	
  term	
  interven$on	
  effect	
  for	
  the	
  
   different	
  risk	
  groups.	
  
•  	
  The	
  neuropsychological/cogni$ve	
  correlates	
  
   of	
  each	
  risk	
  group,	
  the	
  effect	
  of	
  substance	
  use	
  
   and	
  non/limited	
  use.	
  
•  	
  The	
  brain	
  correlates	
  of	
  risk	
  for	
  each	
  group,	
  
   the	
  	
  effect	
  of	
  the	
  interven$on	
  and	
  the	
  effect	
  
   of	
  substance	
  use	
  and	
  abuse.	
  
Inner	
   Peace

	
  
If you can start the day without caffeine,
If you	
   can always be cheerful, ignoring aches and pains,
If	
  you	
  can	
  resist	
  complaining	
  and	
  	
  boring	
  people	
  with	
  your	
  troubles,
If	
  you	
  can	
  eat	
  the	
  same	
  food	
  every	
  	
  day	
  	
  and	
  be	
  grateful	
  for	
  it,
If	
  you	
  can	
  understand	
  when	
  your	
  loved	
  	
  ones	
  are	
  too	
  busy	
  to	
  give	
  you	
  
any	
  $me,
If	
  you	
  can	
  take	
  cri$cism	
  and	
  	
  blame	
  without	
  resentment,
If	
  you	
  can	
  conquer	
  tension	
  	
  without	
  	
  medical	
  help,
If	
  you	
  can	
  relax	
  without	
  alcohol,	
  
If	
  	
  you	
  can	
  sleep	
  without	
  the	
  aid	
  of	
  drugs,	
  	
  	
  	
  
A	
  DOG	
  

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Multiple Pathways to Addiction - Robert Pihl

  • 1. Mul$ple  Pathways  to  Addic$ons   Bob  Pihl   McGill  University  
  • 2.
  • 3.
  • 4. Why  the  need  to  determine   differen$al  pathways?  
  • 5. The  Epidemiology  and  Consequences   of  Alcohol  Abuse       •   Life$me  Prevalence   •  3rd  most  prevalent   10.3  –  23%    Male=13.8,   health  problem   female=  7.1  Na$ve   •   A  cause  in  1/3  of   American=  18.4   general  hospital   •   Peak  age    late  teens   admissions   early  twen$es     •  Primary  cause  of   •  Highly  co  morbid     emergency  room   mood,  anxiety  and   admissions   personality  disorders   •   Involved  in  39%  of     traffic  accidents  ,  50%   of  violent  interac$ons.  
  • 6. Treatment    &  Preven$on   •   %  treated  in  ones   •   Generalized  preven$on   life$me.       programs  can  increase   •   8%  Abuse   drug  use.   •   38%  Dependence   •   More  than  40%  of   •   Deference  is  given  to   those  who  begin   drinking  before  age  15   trea$ng  co  morbid   disorders.   become  dependent,   versus  10%  a_er21.   •   Relapse  is  the  rule.  
  • 7. Advantages  of  High  Risk  Research   •  Contemporaneous  recording  of  events   •  Allows  study  of  “escape”  from  risk  process   •  Allows  the  study  of  the  heterogeneity  of  abnormal  outcomes   •  Allows  for  subdivision  in  terms  of  age  of  onset   •  Allows  for  assessment  of  changes  over  $me  within  individuals   •  Can  some$mes  elucidate  feedback  mechanisms,  circular   processes  and  chain  of  events  typically  important  in  causa$on   7  
  • 8. Some  At  Risk  Groups   •   Family  History   •   Certain  Occupa$ons   •   Par$cular  Personality   •   Premature   Traits.   Adolescence   •   ADHD,  CD,  ASPD.   •   School  Failure   •   Anxiety/  Depressive   •   Peer  Rela$onships   Disorders   •   Family  Status   •  Early  Alcohol  Use   •   Bureaucra$c  Induced   •  Biological  Varia$ons     Disorders  
  • 9.
  • 10. From: Mapping Common Psychiatric Disorders:  Structure and Predictive Validity in the National Epidemiologic Survey on Alcohol and Related Conditions" JAMA Psychiatry. 2013;70(2):199-207. doi:10.1001/jamapsychiatry.2013.281" Figure Legend:" Figure. Three-dimensional representation of the space among psychiatric disorders. Each disorder is represented in the color of the factor for which it has higher loadings. Although the factors are correlated (see Table 1 and the “Results” section), they are represented as orthogonal to facilitate visualization. 1 indicates alcohol abuse; 2, alcohol dependence; 3, drug abuse; 4, drug dependence; 5, nicotine dependence; 6, major depressive disorder; 7, bipolar disorder; 8, dysthymia; 9, panic disorder; 10, social anxiety disorder; 11, specific phobia; 12, generalized anxiety disorder; 13, pathological gambling; 14, avoidant personality disorder; Copyright © 2012 American Medical Association. Date of download: 3/21/2013" 15, dependent personality disorder; 16, obsessive compulsive personality disorder; 17, paranoid personality disorder; 18, schizoid All rights reserved." personality disorder; 19, histrionic personality disorder; 20, antisocial personality disorder."
  • 11. Moms  who  drink  a  lot   •  NLSCY  study   –  Over  Canadian  10000  families  
  • 12. 12  
  • 13. 13  
  • 14. 14  
  • 15. 15  
  • 16. Immature   Problems   Labeled                Bureaucra(c        Induced      Disorders         900,000  ADHD’s    misdiagnosed  and  treated  in  the  US.  (  Elder,  2010,     Journal  of  Health  Economics)  
  • 17.
  • 19. 19  
  • 20. Assump$ons  &  Strategy   •   There  are  mul$ple  and  o_en  discrete   e$ologies.   •   A  high  risk  approach  is  required.   •   How  an  individual  responds  to  the  drug   should  differen$ate  suscep$bility.  Hence   procedurally  an  alcohol  challenge  is   preferable.  
  • 21. Alcohol Challenge – Basic Design Pre-­‐tes(ng/   Alcohol/   Post-­‐tes(ng   Subject   Control   Placebo   Manipula(o Selec(on   Manipula(o Challenge   n   n   21
  • 23. Drinking  to  Cope  &  Brain  Response  to   Emo$onal  Faces    
  • 24. Amygdalar  Response  to  Dis(nct  Facial  Expressions  in   Anxiety-­‐Sensi(ve  Subjects  
  • 25. M-­‐AS  VS  F-­‐AS   0.0 Alcohol Placebo Alcohol Placebo 0.2 -0.2 BOLD Signal Intensity (a.u.) BOLD Signal Intensity (a.u.) 0.0 -0.4 AG HC Putamen Caudate NAc lOFG Brain Region -0.2 -0.6 -0.4 -0.8 -1.0 -0.6 AG HC Putamen Caudate NAc mFOG Brain Region
  • 27. Aggressive  Behavior  and  the  High   Heart  Rate  Response   age 10 to 17 delinquency scores TAP - Mean Shock Level Selected Zscore (Average of 1988 to 1995 longitudinal scores) ** * ** Zscore (Mean Shock Selected) 0.8 Physical Aggression 0.6 0.6 Destruction of Property Sober Theft 0.4 Intoxicated 0.4 0.2 0.2 0.0 0.0 * p < 0.03 -0.2 ** p < 0.02 -0.2 -0.4 -0.4 -0.6 Low Heart Rate Responders High Heart Rate Responders to Alcohol Intoxication to Alcohol Intoxication -0.6 -0.8 Low HR Responders High HR Responders
  • 28.
  • 29. A.  High  &  B.  Low  nega$ve  effects  of   alcohol     a b 5.7" -7.2" t" t" 3.1" -3.1"
  • 30. Alcohol Self-   Administration     BAL Progressive Ratio Breakpoint (log) Ethanol-Induced ∆ Heart Rate 30 APTD 3 APTD+DOPA 20 2.5 2 * 10 ** 1.5 0 1 r = 0.713, p ≤ 0.002 0.5 -10 -1 -0.5 0 0.5 1 1.5 0 ∆ Alcohol Self-Administration (log PR breakpoint) High HR Low HR Barrett et al, 2005
  • 31. Subjects  with  a  High  Heart  rate   Response  to  Alcohol  Challenge   •  Self-­‐rate  more  of  a  posi$ve  response   •  Drink  more   •  Remember  more  words  learned  before   drinking   •   Increase  plasma  endorphin  levels   •   The  heart  rate  response  is  blocked  by   neltrexone   •   It  can  be  reduced  via  condi$oning.  
  • 32. 0.4 Alcohol Induced Changes in BAES Stimulation Z scores on the SPSRQ 0.3 Low HR responders 50 0.2 High HR responders 40 0.1 30 0 20 -0.1 HHRR 10 -0.2 LHRR 0 -0.3 -­‐ 10 -0.4 -­‐ 20 SP SR -­‐ 30 Dimensions of the SPSRQ pre-­‐alc ohol 30min 40min 60min 90min 120min 150min
  • 33. The  High  Heart  Rate  Response  and  the  Subjec$ve   High   Subjective High Assessment Scale Subjective High across the blood alcohol curve 0.8 Subjective effects of alcohol Zscore (Subjective High Assessment Scale) "The worst that I have ever felt" "The best that I have ever felt" * 0.6 0.4 0.2 0.0 -0.2 * p = 0.052 -0.4 Low Heart Rate Responders High Heart Rate Responders to Alcohol Intoxication to Alcohol Intoxication
  • 34. 0.4 Z scores on the SPSRQ 0.3 Low HR responders 0.2 High HR responders 0.1 0 -0.1 -0.2 -0.3 -0.4 SP SR Dimensions of the SPSRQ 34  
  • 35. Design Alcohol-Induced HR Change as a Function of HR Group •  N= 56 males and Drinking Condition (Reward/Non-Reward) •  Day I –  Alcohol challenge 14 –  Subjects divided 12 HR increase in BPM (medium split) into High 10 and Low HR response HR day 1 8 •  Day II HR day 2 n-r 6 HR day 2 r –  While sober, participated 4 in a task where auditory 2 and visual cues were 0 paired With reward or no Low HR High HR reward responders responders –  Subjects then randomly HR response to alcohol intoxication groups assigned and alcohol challenged and were exposed to conditioned cues.
  • 36. 0.5 0.4 Low HR responders Z scores on the SURPS 0.3 High HR responders 0.2 0.1 0 -0.1 -0.2 -0.3 -0.4 -0.5 H/I AS IMP SS Dimensions of the SURPS
  • 37.
  • 38.   38  
  • 39. (% of women no longer meeting criteria 60 for substance abuse or dependence) 50 Rate of Remission 40 30 20 10 0 Motivation Motivation Educational Matched MisMatched Film Brief Intervention 39  
  • 40. From: Effectiveness of a Selective, Personality-Targeted Prevention Program for Adolescent Alcohol Use and Misuse:  A Cluster Randomized Controlled Trial" JAMA Psychiatry. 2013;70(3):334-342. doi:10.1001/jamapsychiatry.2013.651" Figure Legend:" Figure 4. Estimated probability of reporting problem drinking symptoms × severity of problem drinking symptoms in high-risk (HR) and low-risk (LR) youth attending intervention and control schools. T2 indicates 6 months after intervention; T3,12 months after intervention; T4,18 months after intervention; and T5, 24 months after intervention." Copyright © 2012 American Medical Association. Date of download: 3/21/2013" All rights reserved."
  • 41.
  • 42.
  • 43.
  • 44. General  Ques$ons   •   The  long  term  interven$on  effect  for  the   different  risk  groups.   •   The  neuropsychological/cogni$ve  correlates   of  each  risk  group,  the  effect  of  substance  use   and  non/limited  use.   •   The  brain  correlates  of  risk  for  each  group,   the    effect  of  the  interven$on  and  the  effect   of  substance  use  and  abuse.  
  • 45.
  • 46. Inner   Peace   If you can start the day without caffeine, If you   can always be cheerful, ignoring aches and pains, If  you  can  resist  complaining  and    boring  people  with  your  troubles, If  you  can  eat  the  same  food  every    day    and  be  grateful  for  it, If  you  can  understand  when  your  loved    ones  are  too  busy  to  give  you   any  $me, If  you  can  take  cri$cism  and    blame  without  resentment, If  you  can  conquer  tension    without    medical  help, If  you  can  relax  without  alcohol,   If    you  can  sleep  without  the  aid  of  drugs,