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Vulnerability to Addictions
                                  

  Dopamine Studies in Humans	


                      Marco Leyton, Ph.D.     




                 Professor  William Dawson Chair	

Departments of Psychiatry, Psychology, and Neurology  Neurosurgery	

                          McGill University	

                     Montreal, Quebec, Canada
Acknowledgements	

Psychiatry Dept, McGill Univ.     	

      Neurology  Neurosurgery, MNI	

Marije aan het Rot, Ph.D.   	

   	

      Isabelle Boileau, Ph.D.	

Chawki Benkelfat, M.D., DERBH     	

      Alain Dagher, M.D.	

Linda Booij, Ph.D. 	

      	

   	

      Mirko Diksic, Ph.D.	

Kevin Casey, M.Sc.          	

   	

      Elaine Setiawan, Ph.D.	

Elizabeth Cawley, M.Sc.     	

   	

      Viswanath Venugopalan, Ph.D.	

Sylvia Cox, Ph.D. 	

       	

   	

      Krzysztof Welfeld, B.Sc.	

Aryan Fotros, M.D.	

Roberta Palmour, Ph.D.      	

   	

      Psychiatry Dept, U. Alberta	

Simon Young, Ph.D.          	

   	

      Glen Baker, Ph.D., D.Sc.	

         	

	

Psychology Dept, McGill Univ      	

                	

	

Sean Barrett, Ph.D.	

Mariya Cherkasova, Ph.D.	

                                           CIHR	

Bob Pihl, Ph.D.
Acute Drug Effects
          
Striatal Dopamine Release
Drug-Induced [11C]Raclopride Response



      t


            3
                      Cocaine                                  Amphetamine                                Alcohol

6.2	

                                                  7	

                                                                             7	

	

                                                     	

                                                                             	

	

                                                     	

                                                                             	

      t
      	

	

                                                 t   	

                                                        	

                                                                                                                                        t
                                                                                                                                        	

                                                                                                                                        	

	

                                                                                                                                     	

3.5 	

                                                 	

                                                                             	

                                                        3	

                                                                                                                                        4.5	


                Cox et al 2009 Biol Psychiatry	

               Leyton et al 2002 Neuropsychopharm	

   Boileau et al 2003 Synapse
0.4

0.3

0.2

0.1
                                      Individual Differences
 0
  5.5       Novelty7Seeking
            6 6.5     7.5 8               8.5
0.6
          r = 0.79, p  0.021

0.4

0.2

  0

-0.2

-0.4
    5.5      6    6.5    7      7.5   8   8.5

Leyton et al 2002       	

                     	

   	

      	

   	

	

Neuropsychopharmacology
0.4

0.3

0.2

0.1
                                      Individual Differences
 0
  5.5       Novelty7Seeking
            6 6.5     7.5 8               8.5                  Novelty Seeking / Impulsivity
0.6
          r = 0.79, p  0.021

0.4

0.2

  0

-0.2

-0.4
    5.5      6    6.5    7      7.5   8   8.5

Leyton et al 2002       	

                     	

   	

        	

      	

   Buckholtz et al 2010 Science	

Neuropsychopharmacology
Cortical Thickness
                 	




                                               Casey et al In revision	

                                                 n=24	

              Thick cortex = small DA response	


                                                           !
Cortical Thickness
                                                            	




                                                                                                Casey et al In revision	

                                                                                                  n=24	

                                                               Thick cortex = small DA response	


                                                                                                            !
                 Thick cortex = Less impulsivity   	

   	

        	

           	

	





Schilling et al NeuroImage 2012, n=32
Cortical Thickness
                                                            	




                                                                                                   Casey et al In revision	

                                                                                                     n=24	

                                                               Thick cortex = small DA response	


                                                                                                               !
                 Thick cortex = Less impulsivity   	

   	

        	

Thick cortex = Less impulsivity             	

	





Schilling et al NeuroImage 2012, n=32	

                                   Schilling et al Mol Psychiatry 2013, n=1620
Behavioral Significance 
            
Drug-Induced DA Response
Acute Phenylalanine/Tyrosine Depletion
Phenylalanine
     	

         (APTD)  	

    PH   	

     	

  Tyrosine       	

     	

    TH   	

     	

                                                                 r = -0.82, p  0.025	

  L-DOPA         	

     	

   AAAD      	

     	

 Dopamine            	





                           APTD decreases amphetamine-induced	

   APTD changes resting BP	

                                     change in BP	

          Leyton et al 2004	

                                                       Montgomery et al 2003	

          Neuropsychopharmacology	

                                                 Am J Psychiatry
APTD Decreases Frontostriatal Connectivity	

                           Areas with less frontostriatal connectivity after APTD	

                            Seeds	

     Regions	

   x	

   y	

    z	

    T-value	


                            L APFC	

    Putamen	

 3        12	

   8	

    3.48	

                                                    2	

                            L DLPFC	

   Putamen	

 -3       10	

   10	

   3.59	

                                                    0	

                                         Putamen	

 2        10	

   8	

    3.34	

                                                    2	

                                         Caudate	

   -1     -8	

   26	

   3.26	

                                                      6	

                            R VLPFC	

 Caudate	

     6	

   6	

    10	

   3.57	





                                         Nagano-Saito et al 2008 J Neurosci
Pleasure	

                     8
                                                             Cocaine                              	

         	

                               	

               Amphetamine	

                     7                                                                      †††
                                               BAL
                                                Control	

                                                                                                                                    Control	

                                               APTD
                                                APTD	

                                                                                                                                       APTD	

                     6
      VAS Euphoria




                                                APTD+DOPA	

                                               APTD+DOPA                        †††                                                                                                           APTD+DOPA	

                     5


                     4
                                                                        †
                     3


                     2


                     1
                                       Pre-AA        4 hrs    Cue   0.2 mg/kg   0.5 mg/kg   1.0 mg/kg

  Leyton et al, 2005                                           	

 Cocaine Dose (mg/kg/line)	

 	

                                                                              	

                                         	

                               	

          	

       	

   Leyton et al, 2007	


                                                              Alcohol	

                                	

         	

                               	

            Tobacco	

                                                                BAL
                                                                Control	

                                             4.5                APTD	

                                                                APTD
                                                                APTD+DOPA	

                                                                APTD+DOPA
                                                                                            	

                                                                                            *


                                                                                                                                VAS ‘High’	

                         High (mean±SEM)




                                              3




                                             1.5

Barrett et al 2008	

                                 Pre-AA Water Cue Alc Cue Alc Drink                                                                                                   Casey et al 2006
Incentive Salience / Reward Seeking	





                                                         Leyton et al 2007 JPN	

                                                                         Leyton et al 2000 Alc:Clin Exp Res	


       Cocaine Rate of Self-Administration                                                                            	

 Cigarette Inter-Puff Interval	

                                                                                                                                      Interpuff Interval
                                                                                                                                Leyton et al 2000 Alc: Clin Exp Res	





                                                                                    Average Time Between Puffs (s)
                                             †                                                                       50
                             0.3            ††
                                                                                                                     40

                         0.25                                                                                        30
               Lines / min




                                                                                                                     20
                             0.2

                                                                                                                     10
                                     BAL
                         0.15
                                     APTD                                                                             0
                                     APTD+DOPA                                                                            1st Cigarette   2nd Cigarette      3rd Cigarette      4th Cigarette
                             0.1                                                                                          Control	

Leyton et al, 2005	

                      0.2           0.5          1.0                                                 APTD	

                     Casey et al, 2006	

Behav Neuroscience	

                                                                                                                                 Eur Neuropsychopharm	

                                                 Dose (mg/kg/line)                                                        APTD + DOPA
Cigarette PR Breakpoint	


                                                                                               Early 	

                                                                                               ‘Chippers’ (n=16)	

       **	

                                                                                   Sustained 	

                                                                                               ‘Chippers’ (n=15)	

                                                                                               Dependent	

                                                                                               Smokers (n=16)	





Barrett et al 2008 Eur Neuropsychopharm	

          BAL                      APTD	

   Venugopalan et al 2011	

                                                                                       Neuropsychopharmacology	



            Money PR Breakpoint	

                                                     Control	

                                                     APTD	



                                               p = 0.031	





                                             Cawley et al, JPN in press
Repeated Drug Effects
Sensitization
                                                                                Context-Dependent DA Sensitization	





                        1st or 6th time (10-day abstinence)	

                                                                                                                Duvauchelle et al 2000	

                                                        Lorrain et al 2000	




                                                                                                         Pre-exposure	

                                                         Pre-exposure	

                                                         Saline	

                                                         AMPH	

                                                                                Behavioral	

                   Repeat cocaine (5 days)	

                                                                                activity	

                     followed by a 15 mg /	

                                                                                                                kg challenge 2 wks later	

                                                      Willingness	

                                                      to work for	

                                                      drug	



                                                                                                                           Kalivas  Duffy 	

                                                                                                                           1993	



Mendrek et al 1998	

    Test Sessions	

                                                                                                Time (min)
Sensitization in Humans?	

Authors	

                     # of Doses	

                         Amphetamine     Sensitization?	

                                                                        Dose	

Johanson  Uhlenhuth 1981	

   5 doses	

                         5.0 mg, p.o.	

    No - mood, 	

                                                                                          drug tablets chosen	

Kelly et al 1991	

            6 doses	

                         10.0 mg, p.o.	

   No - speech rate, smoking, 	

                                                                                           stimulant effects, liking	





                                            Healthy	

                                            Subjects	

                                            	

                                            	

                                            	

                                            	

                                            	

                                            	

                                            Cocaine	

                                            Dependent	

                                            Subjects	

                                    Martinez et al 2007 	

                                                                                           Am J Psychiatry	

                                            Volkow et al 1997 Nature
Behavioral Sensitization in Humans?	

        Authors                  # of Doses     Amphetamine                      Sensitization?
                                                   Dose
Johanson  Uhlenhuth 1981   5 doses           5.0 mg, p.o.                    No - mood,
                                                                                   drug tablets chosen

Kelly et al 1991            6 doses           10.0 mg, p.o.                   No - speech rate, smoking,
                                                                                   stimulant effects, liking
Wachtel  de Wit 1999       2 doses           20.0 mg, p.o.                   No - subjective and
                                                                                    psychomotor effects
Strakowski et al 1996       2 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink,
                                                                                     mood, speech rate
Strakowski  Sax 1998       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink

Strakowski et al 2001       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, euphoria

Boileau et al 2006          4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, eye-blink

O’Daly et al 2011           4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, euphoria

Childs  de Wit 2011        2 doses           20 mg, p.o.                     Yes - stimulation, craving




                                                                             Leyton 2007 PNPBP	

                                                                             Leyton  Vezina 2013 NBR
Behavioral Sensitization in Humans?	

        Authors                  # of Doses     Amphetamine                      Sensitization?
                                                   Dose
Johanson  Uhlenhuth 1981   5 doses           5.0 mg, p.o.                    No - mood,
                                                                                   drug tablets chosen

Kelly et al 1991            6 doses           10.0 mg, p.o.                   No - speech rate, smoking,
                                                                                   stimulant effects, liking
Wachtel  de Wit 1999       2 doses           20.0 mg, p.o.                   No - subjective and
                                                                                    psychomotor effects
Strakowski et al 1996       2 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink,
                                                                                     mood, speech rate
Strakowski  Sax 1998       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink

Strakowski et al 2001       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, euphoria

Boileau et al 2006          4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, eye-blink

O’Daly et al 2011           4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, euphoria

Childs  de Wit 2011        2 doses           20 mg, p.o.                     Yes - stimulation, craving




                                                                             Leyton 2007 PNPBP	

                                                                             Leyton  Vezina 2013 NBR
Behavioral Sensitization in Humans?	

        Authors                  # of Doses     Amphetamine                      Sensitization?
                                                   Dose
Johanson  Uhlenhuth 1981   5 doses           5.0 mg, p.o.                    No - mood,
                                                                                   drug tablets chosen

Kelly et al 1991            6 doses           10.0 mg, p.o.                   No - speech rate, smoking,
                                                                                   stimulant effects, liking
Wachtel  de Wit 1999       2 doses           20.0 mg, p.o.                   No - subjective and
                                                                                    psychomotor effects
Strakowski et al 1996       2 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink,
                                                                                     mood, speech rate
Strakowski  Sax 1998       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink

Strakowski et al 2001       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, euphoria

Boileau et al 2006          4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, eye-blink

O’Daly et al 2011           4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, euphoria

Childs  de Wit 2011        2 doses           20 mg, p.o.                     Yes - stimulation, craving




                                                                             Leyton 2007 PNPBP	

                                                                             Leyton  Vezina 2013 NBR
Behavioral Sensitization in Humans?	

        Authors                  # of Doses     Amphetamine                      Sensitization?
                                                   Dose
Johanson  Uhlenhuth 1981   5 doses           5.0 mg, p.o.                    No - mood,
                                                                                   drug tablets chosen

Kelly et al 1991            6 doses           10.0 mg, p.o.                   No - speech rate, smoking,
                                                                                   stimulant effects, liking
Wachtel  de Wit 1999       2 doses           20.0 mg, p.o.                   No - subjective and
                                                                                    psychomotor effects
Strakowski et al 1996       2 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink,
                                                                                     mood, speech rate
Strakowski  Sax 1998       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, eye-blink

Strakowski et al 2001       3 doses           ~ 20 mg, p.o. (0.25 mg / kg)    Yes - energy, euphoria

Boileau et al 2006          4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, eye-blink

O’Daly et al 2011           4 doses           ~ 20 mg, p.o. (0.30 mg / kg)    Yes - energy, euphoria

Childs  de Wit 2011        2 doses           20 mg, p.o.                     Yes - stimulation, craving




                                                                             Leyton 2007 PNPBP	

                                                                             Leyton  Vezina 2013 NBR
Repeat Amphetamine Administration 	

              Dopamine Sensitization	





Boileau et al, 2006	

Arch Gen Psychiatry
Conditioned Dopamine Release	



        	

Amphetamine	

	

	

	

	

	

        	

CS+	





Boileau et al 2007	

J Neuroscience
Repeated Drug Effects
            
Effects in Substance Abusers?
Cue-Induced DA Release: Cocaine Dependence
                                         	

                                 Striatum: Low Cravers                            	

                        	

              Striatum: High Cravers	

                                                                                                                                                                  **!
                     45	

                                                                                   45	

                                        Neutral Cues	

                                       Series1	

                                                                       Neutral Cues	

                                                                                                                       Series1	

                                        Cocaine Cues	

                                                                 Cocaine Cues	

                                                                                                                       Series2	

                                       Series2	





                                                                                        BPND (mean+SEM)	

BPND (mean+SEM)	





                     40	

                                                                                   40	


                                                                                                                                                    *!
                     35	

                                                                                   35	



                     30	

                                                                                   30	

                                                                                                                              *!
                     25	

                                                                                   25	



                     20	

                                                                                   20	

                                1	

                        2	

           3	

                                        1	

                  2	

               3	

                             Limbic                 	

 Associative   Sensorimotor        	

                        Limbic           Associative        Sensorimotor	


                       Neutral	
  Cues	
                                                                                              Cocaine	
  Cues	
  




                                                                                                                                    Fotros et al, In Press, Neuropsychopharmacology
Cue-Induced DA Release: Cocaine Dependence
                                         	

                                 Striatum: Low Cravers                                   	

                                 	

              Striatum: High Cravers	

                                                                                                                                                                                  **!
                     45	

                                                                                                   45	

                                        Neutral Cues	

                                       Series1	

                                                                                       Neutral Cues	

                                                                                                                                       Series1	

                                        Cocaine Cues	

                                                                                 Cocaine Cues	

                                                                                                                                       Series2	

                                       Series2	





                                                                                                        BPND (mean+SEM)	

BPND (mean+SEM)	





                     40	

                                                                                                   40	


                                                                                                                                                                    *!
                     35	

                                                                                                   35	



                     30	

                                                                                                   30	

                                                                                                                                              *!
                     25	

                                                                                                   25	



                     20	

                                                                                                   20	

                                1	

                        2	

                  3	

                                                 1	

                  2	

               3	

                              Limbic                	

 Associative          Sensorimotor                 	

                        Limbic           Associative        Sensorimotor	


            3.5	

           Amygdala: Low Amygdala: High                                      	

	


                                                                             *!
                     3	

BPND (mean+SEM)	





            2.5	


                     2	


            1.5	


                     1	


            0.5	

                                        1	

                          2	

                                                                          Fotros et al, In Press, Neuropsychopharmacology
Cue-Induced DA Release: Cocaine Dependence
                                         	

                                 Striatum: Low Cravers                                   	

                                    	

                      Striatum: High Cravers	

                                                                                                                                                                                                          **!
                     45	

                                                                                                      45	

                                        Neutral Cues	

                                       Series1	

                                                                                                  Neutral Cues	

                                                                                                                                                  Series1	

                                        Cocaine Cues	

                                                                                            Cocaine Cues	

                                                                                                                                                  Series2	

                                       Series2	





                                                                                                     BPND (mean+SEM)	

BPND (mean+SEM)	





                     40	

                                                                                                      40	


                                                                                                                                                                                      *!
                     35	

                                                                                                      35	



                     30	

                                                                                                      30	

                                                                                                                                                         *!
                     25	

                                                                                                      25	



                     20	

                                                                                                      20	

                                1	

                        2	

                  3	

                                                            1	

                         2	

                     3	

                              Limbic                	

 Associative          Sensorimotor              	

                                      Limbic                  Associative           Sensorimotor	


            3.5	

           Amygdala: Low Amygdala: High                                      	

                                              Rt. Hipp: Low                              Rt. Hipp: High	


                                                                             *!
                     3	

BPND (mean+SEM)	





                                                                                                                                      1.1	


                                                                                                                                                                                                        *!
                                                                                                           BPND (mean+SEM)	

                                                                                                                                         1	

            2.5	

                                                                                                                                      0.9	

                     2	

                                                                                                                                      0.8	

            1.5	

                                                                                                                    0.7	


                     1	

                                                                                                             0.6	


                                                                                                                                      0.5	

            0.5	

                                                                                                                                             1	

                              2	

                                        1	

                          2	

                                                                                            Fotros et al, In Press, Neuropsychopharmacology
Effect of Past Drug Use
                 Cocaine Study	

                    	

          	

                                   Amphetamine Study	

        Lifetime Stimulant Drug Use                                                             Lifetime Stimulant Drug Use
                                                                                              -30


                                                                                              -25




                                                               % Change BPND Whole Striatum
                                                                                              -20


                                                                                              -15


                                                                                              -10


                                                                                               -5                                 0	

                                                                                               0


                                                                                               5


                                                                                              10
                                                                                                    0       20       40      60           80         100      120     140
                                                                                                                           Total Stimulant Uses


                          Drug cues:	

                                                                                                           Absence of drug cues:	

Cox et al 2009	

          Mirror       	

Cocaine powder	

                                        Casey et al 2010 	

                           Nondescript capsule	

Biol Psychiatry	

         Razor blade 	

Straw	

                                                  ACNP
Dopamine: A Dimensional Model	


                      Low DA	

                                                                    High DA	

             In the absence of drug cues	

                                              In the presence of drug cues	

Inability to sustain focused goal-directed behavior	

                               Sustained drive to obtain rewards	

  Prefer small rewards if immediately available	

                             Premature responding / behavioral disinhibition	





                                                         Normal DA	

                                                   Healthy novelty seeking	

                                               Healthy exploratory behavior	

                                                 Healthy reward processing	

                                            Well regulated goal-directed behavior	





                                                                                         Leyton 2007	

                                                                                         Prog Neuropsychopharm  Biol Psychiatr
Risk for Substance Use Disorders
                
         Family History
Subject Characteristics	

                     Healthy Ctl	

           FH-	

             FH+	

                           n=17   	

         n=15	

            n=16	

Age	

                  20.5 ± 2.1	

      22.1 ± 1.8	

       21.3 ± 2.4	



Amphetamine	

             0 ± 0	

       16.7 ± 23.8*	

     11.1 ± 13.1*	



Cocaine	

                 0 ± 0	

       12.5 ± 15.1*	

     30.4 ± 46.9*	



Alcohol Intox	

      138.1 ± 134.1	

   401.2 ± 358.2*	

   417.9 ± 300.7*	



Novelty Seeking	

      17.8 ± 3.7	

      21.6 ± 2.5*	

      22.5 ± 5.1*	



Impulsivity	

          2.8 ± 1.8	

        3.6 ± 1.7	

       4.7 ± 2.1*	



                                                                       Casey et al, in revision
Amphetamine (no cues) Induced Dopamine Release




                                    Casey et al, in revision
Amphetamine (no cues) Induced Dopamine Release
  Ctrl




                                                       14.9




  FH-


                                                        t




  FH+
                                                        4




                                    Casey et al, in revision
Risk for Alcohol Use Disorders
                      
 Behavioral Response to Alcohol
            (cues present)
Subject Characteristics
                                         Low Risk High Risk         P
                                          (13 {3F})   (13 {5F})
        SHAS7 (alcohol respo n s e )     37.7±3.4     11.4±3.6    0.001
        Age                              21.5±0.9     21.1±0.8 0.75
        Age first intoxication           15.5±0.6     15.2±0.6 0.78
        Current Avg. Drinks/wk           8.4±2.4      13.0±2.4 0.19
        Current Drinking Episodes/wk     1.5±0.4      2.7±0.3     0.026*
        Current Heavy Episodes/wk        1.0±0.3      1.7±0.4     0.14
        Lifetime Alcohol Intoxications   198±60       300±131 0.48
        MAST                             0.8±0.2      2.2±0.6     0.044*
        FH+ (alcohol on l y )                3           8        0.055†
        OCDS                             3.8±0.6      6.1±1.1     0.076†
        TPQ Impulsivity                  1.6±0.4      2.9±0.6     0.08†



Setiawan et al, in revision
Alcohol-Induced (cues present) DA Release
                                 High-Risk   	

   	

   	

	




    7.3!




    t!



    3.1!




Setiawan et al, in revision
Alcohol-Induced (cues present) DA Release
                                 High-Risk   	

   	

   	

   Low-Risk	




    7.3!




    t!



    3.1!




Setiawan et al, in revision
Summary  Conclusions 	

1.  In healthy subjects, abused drugs, across pharmacological
    classes, increase striatal DA release.	

2.  Following repeated substance use, conditioned and sensitized
    DA responses can develop. Both exaggerated and diminished
    DA responses are seen. 	

3.  Individuals at risk for substance use disorders exhibit altered
    DA responses. Again, both increases and decreases are seen. 	

4.  The differential direction of effect might be related to:	

       1.  Vulnerability to alcoholism specifically vs. broad spectrum of substance
           abuse, 	

       2.  Effects of ethanol (cell body) vs. amphetamine (terminal region), or	

       3.  The presence vs. absence of drug cues (cortically regulated?).	

5.  Together, these results raise the possibility that a biological
    vulnerability trait (possible endophenotype?) for addiction is not
    increased or decreased DA, per se, but rather susceptibility to
    labile DAergic and appetitive responses to cues.

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Vulnerability to Addictions: Dopamine Studies in Humans - Marco Leyton

  • 1. Vulnerability to Addictions Dopamine Studies in Humans Marco Leyton, Ph.D. Professor William Dawson Chair Departments of Psychiatry, Psychology, and Neurology Neurosurgery McGill University Montreal, Quebec, Canada
  • 2. Acknowledgements Psychiatry Dept, McGill Univ. Neurology Neurosurgery, MNI Marije aan het Rot, Ph.D. Isabelle Boileau, Ph.D. Chawki Benkelfat, M.D., DERBH Alain Dagher, M.D. Linda Booij, Ph.D. Mirko Diksic, Ph.D. Kevin Casey, M.Sc. Elaine Setiawan, Ph.D. Elizabeth Cawley, M.Sc. Viswanath Venugopalan, Ph.D. Sylvia Cox, Ph.D. Krzysztof Welfeld, B.Sc. Aryan Fotros, M.D. Roberta Palmour, Ph.D. Psychiatry Dept, U. Alberta Simon Young, Ph.D. Glen Baker, Ph.D., D.Sc. Psychology Dept, McGill Univ Sean Barrett, Ph.D. Mariya Cherkasova, Ph.D. CIHR Bob Pihl, Ph.D.
  • 3. Acute Drug Effects Striatal Dopamine Release
  • 4. Drug-Induced [11C]Raclopride Response t 3 Cocaine Amphetamine Alcohol 6.2 7 7 t t t 3.5 3 4.5 Cox et al 2009 Biol Psychiatry Leyton et al 2002 Neuropsychopharm Boileau et al 2003 Synapse
  • 5. 0.4 0.3 0.2 0.1 Individual Differences 0 5.5 Novelty7Seeking 6 6.5 7.5 8 8.5 0.6 r = 0.79, p 0.021 0.4 0.2 0 -0.2 -0.4 5.5 6 6.5 7 7.5 8 8.5 Leyton et al 2002 Neuropsychopharmacology
  • 6. 0.4 0.3 0.2 0.1 Individual Differences 0 5.5 Novelty7Seeking 6 6.5 7.5 8 8.5 Novelty Seeking / Impulsivity 0.6 r = 0.79, p 0.021 0.4 0.2 0 -0.2 -0.4 5.5 6 6.5 7 7.5 8 8.5 Leyton et al 2002 Buckholtz et al 2010 Science Neuropsychopharmacology
  • 7. Cortical Thickness Casey et al In revision n=24 Thick cortex = small DA response !
  • 8. Cortical Thickness Casey et al In revision n=24 Thick cortex = small DA response ! Thick cortex = Less impulsivity Schilling et al NeuroImage 2012, n=32
  • 9. Cortical Thickness Casey et al In revision n=24 Thick cortex = small DA response ! Thick cortex = Less impulsivity Thick cortex = Less impulsivity Schilling et al NeuroImage 2012, n=32 Schilling et al Mol Psychiatry 2013, n=1620
  • 10. Behavioral Significance Drug-Induced DA Response
  • 11. Acute Phenylalanine/Tyrosine Depletion Phenylalanine (APTD) PH Tyrosine TH r = -0.82, p 0.025 L-DOPA AAAD Dopamine APTD decreases amphetamine-induced APTD changes resting BP change in BP Leyton et al 2004 Montgomery et al 2003 Neuropsychopharmacology Am J Psychiatry
  • 12. APTD Decreases Frontostriatal Connectivity Areas with less frontostriatal connectivity after APTD Seeds Regions x y z T-value L APFC Putamen 3 12 8 3.48 2 L DLPFC Putamen -3 10 10 3.59 0 Putamen 2 10 8 3.34 2 Caudate -1 -8 26 3.26 6 R VLPFC Caudate 6 6 10 3.57 Nagano-Saito et al 2008 J Neurosci
  • 13. Pleasure 8 Cocaine Amphetamine 7 ††† BAL Control Control APTD APTD APTD 6 VAS Euphoria APTD+DOPA APTD+DOPA ††† APTD+DOPA 5 4 † 3 2 1 Pre-AA 4 hrs Cue 0.2 mg/kg 0.5 mg/kg 1.0 mg/kg Leyton et al, 2005 Cocaine Dose (mg/kg/line) Leyton et al, 2007 Alcohol Tobacco BAL Control 4.5 APTD APTD APTD+DOPA APTD+DOPA * VAS ‘High’ High (mean±SEM) 3 1.5 Barrett et al 2008 Pre-AA Water Cue Alc Cue Alc Drink Casey et al 2006
  • 14. Incentive Salience / Reward Seeking Leyton et al 2007 JPN Leyton et al 2000 Alc:Clin Exp Res Cocaine Rate of Self-Administration Cigarette Inter-Puff Interval Interpuff Interval Leyton et al 2000 Alc: Clin Exp Res Average Time Between Puffs (s) † 50 0.3 †† 40 0.25 30 Lines / min 20 0.2 10 BAL 0.15 APTD 0 APTD+DOPA 1st Cigarette 2nd Cigarette 3rd Cigarette 4th Cigarette 0.1 Control Leyton et al, 2005 0.2 0.5 1.0 APTD Casey et al, 2006 Behav Neuroscience Eur Neuropsychopharm Dose (mg/kg/line) APTD + DOPA
  • 15. Cigarette PR Breakpoint Early ‘Chippers’ (n=16) ** Sustained ‘Chippers’ (n=15) Dependent Smokers (n=16) Barrett et al 2008 Eur Neuropsychopharm BAL APTD Venugopalan et al 2011 Neuropsychopharmacology Money PR Breakpoint Control APTD p = 0.031 Cawley et al, JPN in press
  • 17. Sensitization Context-Dependent DA Sensitization 1st or 6th time (10-day abstinence) Duvauchelle et al 2000 Lorrain et al 2000 Pre-exposure Pre-exposure Saline AMPH Behavioral Repeat cocaine (5 days) activity followed by a 15 mg / kg challenge 2 wks later Willingness to work for drug Kalivas Duffy 1993 Mendrek et al 1998 Test Sessions Time (min)
  • 18. Sensitization in Humans? Authors # of Doses Amphetamine Sensitization? Dose Johanson Uhlenhuth 1981 5 doses 5.0 mg, p.o. No - mood, drug tablets chosen Kelly et al 1991 6 doses 10.0 mg, p.o. No - speech rate, smoking, stimulant effects, liking Healthy Subjects Cocaine Dependent Subjects Martinez et al 2007 Am J Psychiatry Volkow et al 1997 Nature
  • 19. Behavioral Sensitization in Humans? Authors # of Doses Amphetamine Sensitization? Dose Johanson Uhlenhuth 1981 5 doses 5.0 mg, p.o. No - mood, drug tablets chosen Kelly et al 1991 6 doses 10.0 mg, p.o. No - speech rate, smoking, stimulant effects, liking Wachtel de Wit 1999 2 doses 20.0 mg, p.o. No - subjective and psychomotor effects Strakowski et al 1996 2 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink, mood, speech rate Strakowski Sax 1998 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink Strakowski et al 2001 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, euphoria Boileau et al 2006 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, eye-blink O’Daly et al 2011 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, euphoria Childs de Wit 2011 2 doses 20 mg, p.o. Yes - stimulation, craving Leyton 2007 PNPBP Leyton Vezina 2013 NBR
  • 20. Behavioral Sensitization in Humans? Authors # of Doses Amphetamine Sensitization? Dose Johanson Uhlenhuth 1981 5 doses 5.0 mg, p.o. No - mood, drug tablets chosen Kelly et al 1991 6 doses 10.0 mg, p.o. No - speech rate, smoking, stimulant effects, liking Wachtel de Wit 1999 2 doses 20.0 mg, p.o. No - subjective and psychomotor effects Strakowski et al 1996 2 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink, mood, speech rate Strakowski Sax 1998 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink Strakowski et al 2001 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, euphoria Boileau et al 2006 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, eye-blink O’Daly et al 2011 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, euphoria Childs de Wit 2011 2 doses 20 mg, p.o. Yes - stimulation, craving Leyton 2007 PNPBP Leyton Vezina 2013 NBR
  • 21. Behavioral Sensitization in Humans? Authors # of Doses Amphetamine Sensitization? Dose Johanson Uhlenhuth 1981 5 doses 5.0 mg, p.o. No - mood, drug tablets chosen Kelly et al 1991 6 doses 10.0 mg, p.o. No - speech rate, smoking, stimulant effects, liking Wachtel de Wit 1999 2 doses 20.0 mg, p.o. No - subjective and psychomotor effects Strakowski et al 1996 2 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink, mood, speech rate Strakowski Sax 1998 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink Strakowski et al 2001 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, euphoria Boileau et al 2006 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, eye-blink O’Daly et al 2011 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, euphoria Childs de Wit 2011 2 doses 20 mg, p.o. Yes - stimulation, craving Leyton 2007 PNPBP Leyton Vezina 2013 NBR
  • 22. Behavioral Sensitization in Humans? Authors # of Doses Amphetamine Sensitization? Dose Johanson Uhlenhuth 1981 5 doses 5.0 mg, p.o. No - mood, drug tablets chosen Kelly et al 1991 6 doses 10.0 mg, p.o. No - speech rate, smoking, stimulant effects, liking Wachtel de Wit 1999 2 doses 20.0 mg, p.o. No - subjective and psychomotor effects Strakowski et al 1996 2 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink, mood, speech rate Strakowski Sax 1998 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, eye-blink Strakowski et al 2001 3 doses ~ 20 mg, p.o. (0.25 mg / kg) Yes - energy, euphoria Boileau et al 2006 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, eye-blink O’Daly et al 2011 4 doses ~ 20 mg, p.o. (0.30 mg / kg) Yes - energy, euphoria Childs de Wit 2011 2 doses 20 mg, p.o. Yes - stimulation, craving Leyton 2007 PNPBP Leyton Vezina 2013 NBR
  • 23. Repeat Amphetamine Administration Dopamine Sensitization Boileau et al, 2006 Arch Gen Psychiatry
  • 24. Conditioned Dopamine Release Amphetamine CS+ Boileau et al 2007 J Neuroscience
  • 25. Repeated Drug Effects Effects in Substance Abusers?
  • 26. Cue-Induced DA Release: Cocaine Dependence Striatum: Low Cravers Striatum: High Cravers **! 45 45 Neutral Cues Series1 Neutral Cues Series1 Cocaine Cues Cocaine Cues Series2 Series2 BPND (mean+SEM) BPND (mean+SEM) 40 40 *! 35 35 30 30 *! 25 25 20 20 1 2 3 1 2 3 Limbic Associative Sensorimotor Limbic Associative Sensorimotor Neutral  Cues   Cocaine  Cues   Fotros et al, In Press, Neuropsychopharmacology
  • 27. Cue-Induced DA Release: Cocaine Dependence Striatum: Low Cravers Striatum: High Cravers **! 45 45 Neutral Cues Series1 Neutral Cues Series1 Cocaine Cues Cocaine Cues Series2 Series2 BPND (mean+SEM) BPND (mean+SEM) 40 40 *! 35 35 30 30 *! 25 25 20 20 1 2 3 1 2 3 Limbic Associative Sensorimotor Limbic Associative Sensorimotor 3.5 Amygdala: Low Amygdala: High *! 3 BPND (mean+SEM) 2.5 2 1.5 1 0.5 1 2 Fotros et al, In Press, Neuropsychopharmacology
  • 28. Cue-Induced DA Release: Cocaine Dependence Striatum: Low Cravers Striatum: High Cravers **! 45 45 Neutral Cues Series1 Neutral Cues Series1 Cocaine Cues Cocaine Cues Series2 Series2 BPND (mean+SEM) BPND (mean+SEM) 40 40 *! 35 35 30 30 *! 25 25 20 20 1 2 3 1 2 3 Limbic Associative Sensorimotor Limbic Associative Sensorimotor 3.5 Amygdala: Low Amygdala: High Rt. Hipp: Low Rt. Hipp: High *! 3 BPND (mean+SEM) 1.1 *! BPND (mean+SEM) 1 2.5 0.9 2 0.8 1.5 0.7 1 0.6 0.5 0.5 1 2 1 2 Fotros et al, In Press, Neuropsychopharmacology
  • 29. Effect of Past Drug Use Cocaine Study Amphetamine Study Lifetime Stimulant Drug Use Lifetime Stimulant Drug Use -30 -25 % Change BPND Whole Striatum -20 -15 -10 -5 0 0 5 10 0 20 40 60 80 100 120 140 Total Stimulant Uses Drug cues: Absence of drug cues: Cox et al 2009 Mirror Cocaine powder Casey et al 2010 Nondescript capsule Biol Psychiatry Razor blade Straw ACNP
  • 30. Dopamine: A Dimensional Model Low DA High DA In the absence of drug cues In the presence of drug cues Inability to sustain focused goal-directed behavior Sustained drive to obtain rewards Prefer small rewards if immediately available Premature responding / behavioral disinhibition Normal DA Healthy novelty seeking Healthy exploratory behavior Healthy reward processing Well regulated goal-directed behavior Leyton 2007 Prog Neuropsychopharm Biol Psychiatr
  • 31. Risk for Substance Use Disorders Family History
  • 32. Subject Characteristics Healthy Ctl FH- FH+ n=17 n=15 n=16 Age 20.5 ± 2.1 22.1 ± 1.8 21.3 ± 2.4 Amphetamine 0 ± 0 16.7 ± 23.8* 11.1 ± 13.1* Cocaine 0 ± 0 12.5 ± 15.1* 30.4 ± 46.9* Alcohol Intox 138.1 ± 134.1 401.2 ± 358.2* 417.9 ± 300.7* Novelty Seeking 17.8 ± 3.7 21.6 ± 2.5* 22.5 ± 5.1* Impulsivity 2.8 ± 1.8 3.6 ± 1.7 4.7 ± 2.1* Casey et al, in revision
  • 33. Amphetamine (no cues) Induced Dopamine Release Casey et al, in revision
  • 34. Amphetamine (no cues) Induced Dopamine Release Ctrl 14.9 FH- t FH+ 4 Casey et al, in revision
  • 35. Risk for Alcohol Use Disorders Behavioral Response to Alcohol (cues present)
  • 36. Subject Characteristics Low Risk High Risk P (13 {3F}) (13 {5F}) SHAS7 (alcohol respo n s e ) 37.7±3.4 11.4±3.6 0.001 Age 21.5±0.9 21.1±0.8 0.75 Age first intoxication 15.5±0.6 15.2±0.6 0.78 Current Avg. Drinks/wk 8.4±2.4 13.0±2.4 0.19 Current Drinking Episodes/wk 1.5±0.4 2.7±0.3 0.026* Current Heavy Episodes/wk 1.0±0.3 1.7±0.4 0.14 Lifetime Alcohol Intoxications 198±60 300±131 0.48 MAST 0.8±0.2 2.2±0.6 0.044* FH+ (alcohol on l y ) 3 8 0.055† OCDS 3.8±0.6 6.1±1.1 0.076† TPQ Impulsivity 1.6±0.4 2.9±0.6 0.08† Setiawan et al, in revision
  • 37. Alcohol-Induced (cues present) DA Release High-Risk 7.3! t! 3.1! Setiawan et al, in revision
  • 38. Alcohol-Induced (cues present) DA Release High-Risk Low-Risk 7.3! t! 3.1! Setiawan et al, in revision
  • 39. Summary Conclusions 1.  In healthy subjects, abused drugs, across pharmacological classes, increase striatal DA release. 2.  Following repeated substance use, conditioned and sensitized DA responses can develop. Both exaggerated and diminished DA responses are seen. 3.  Individuals at risk for substance use disorders exhibit altered DA responses. Again, both increases and decreases are seen. 4.  The differential direction of effect might be related to: 1.  Vulnerability to alcoholism specifically vs. broad spectrum of substance abuse, 2.  Effects of ethanol (cell body) vs. amphetamine (terminal region), or 3.  The presence vs. absence of drug cues (cortically regulated?). 5.  Together, these results raise the possibility that a biological vulnerability trait (possible endophenotype?) for addiction is not increased or decreased DA, per se, but rather susceptibility to labile DAergic and appetitive responses to cues.