Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI...

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Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE

Transcript of Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI...

Page 1: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome

WITHTHOMAS PIASECKI

MICHAEL FIORE

Page 2: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

SMOKING IS BAD ABOUT 24% OF ADULT AMERICANS

SMOKE A LEADING PREVENTABLE CAUSE

OF MORTALITY & MORBIDITY ACCOUNTS FOR 430,000+

DEATHS/YEAR IN THE US ALONE ON AVERAGE SMOKERS LOSE 14

YEARS OF LIFE

Page 3: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

RELAPSE: GORDIAN KNOT SMOKERS ARE MOTIVATED TO

QUIT ABOUT HALF OF SMOKERS TRY TO

QUIT EACH YEAR ONLY ABOUT 5% ARE SUCCESSFUL MOST WHO BECOME ABSTINENT,

EVENTUALLY RELAPSE

WHAT CAUSES OR LEADS UP TO RELAPSE BACK TO SMOKING?

Page 4: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

TRADITIONAL ACCOUNT WITHDRAWAL SYMPTOMS

ABSTINENCE FROM TOBACCO CAUSES STRONG INCREASES IN WITHDRAWAL SYMPTOMS

DEPRESSION, ANXIETY, IRRITABILITY, URGES, INABILITY TO CONCENTRATE

THE SMOKER IS MOTIVATED TO USE TOBACCO TO MEDICATE THESE SYMPTOMS

Page 5: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

BUT, ACCORDING TO SOME RESEARCH …

HOWEVER, MUCH RESEARCH OVER THE PAST 20 YEARS CASTS DOUBT ON A WITHDRAWAL ACCOUNT

“IT IS CONCLUDED THAT THE RESEARCH TO DATE DOES NOT APPEAR TO STRONGLY IMPLICATE NICOTINE WITHDRAWAL IN ADVERSELY AFFECTING SMOKING CESSATION OR MAINTENANCE OF ABSTINENCE.” (PATTON & MARTIN, 1996)

Page 6: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

BUT, SMOKERS TELL US…1. “IT HAS BEEN 2 MONTHS SINCE I QUIT AND THE

URGES ARE WORSE THAN EVER”

2. “QUITTING SMOKING HAS CHANGED MY PERSONALITY…I AM ALWAYS CRABBY AND HAVE BEEN EVER SINCE I QUIT.”

3. “MY WITHDRAWAL WENT AWAY AFTER 3 WEEKS, AND NOW IT IS BACK.”

FOR YEARS WE TOLD THE SMOKER THAT THESE REPORTS CANNOT BE CORRECT SINCE WITHDRAWAL GOES AWAY IN TWO-THREE WEEKS!

Page 7: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.
Page 8: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

0 10 20 30 40 50 60

-3

-2

-1

-0

1

2

3

4

5Z-

SCO

RE

DAY

Withdrawal Heterogeneity: SMOKERS ARE RIGHT!

• In -- acute drug removal.

• At the level of the individual, idiosyncracies may be observed

• Which day do you pick for measuring withdrawal?

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IMPOSING SIMPLE MEASUREMENT MODELS ON A COMPLEX PHENOMENON

SIMPLISTIC MEASUREMENT IS AT HEART OF SCIENCE’S FAILURE

WITHDRAWAL HAS BEEN ASSUMED TO BE A STEREOTYPIC PHYSIOLOGIC REACTION TO ABSTINENCE THAT PRODUCES A PROTOTYPIC SYMPTOM WAVEFORM ACROSS TIME

Page 10: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

MEASUREMENT STRATEGY 55 DAYS OF DAILY POST-

CESSATION WITHDRAWAL RATINGS SUBMITTED TO DYNAMIC CLUSTER ANALYSES

CLUSTERED DISTINCT GROUPS OF INDIVIDUALS WHOSE PATTERNS OF SYMPTOMS WERE SIMILAR OVER TIME

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0 10 20 30 40 50 60

0.5

0.7

0.9

1.1

1.3

1.5

1.7

1.9

WIT

HD

RA

WA

L S

EV

ER

ITY

Cluster I (N=71)Cluster II ( N=31)Cluster III (N=122)

DAY

From: Piasecki, Fiore & Baker, 1998; Study 2

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RESULTS ATYPICAL PATTERN ASSOCIATED

WITH 2-4 TIMES HIGHER RISK OF RELAPSE NO OTHER VARIABLE PREDICTS

RELAPSE AS WELL WOMEN & PREVIOUSLY DEPRESSED

MORE LIKELY TO HAVE SUSTAINED OR WORSENING WITHDRAWAL

Page 13: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

ADDITIONAL MEASUREMENT MODEL

PROFILES CAN ALSO BE CAPTURED BY 3 COMPONENTS YIELDED BY GROWTH CURVE MODELING elevation over time shape/trajectory volatility/scatter

WRINGING INFORMATION FROM PROFILES

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0 10 20 30 40 50DAY

0

2

4

6

8

10

12

14

0

2

4

6

8

10

12

14W

ITH

DR

AW

AL

SE

VE

RIT

Y

PARTICIPANT 1001 RAW SYMPTOM REPORTSMOKING-COVARIED PREDICTED FUNCTION SMOKING RECORD

15.77-2.40

7.690.12

NU

MB

ER

OF

CIG

AR

ET

TE

S S

MO

KE

D

GROWTH PARAMETERS

INTERCEPT:

LINEAR SLOPE:

QUADRATIC:

VOLATILITY:

CIGARETTE:

6.54

0 10 20 30 40 50

DAY

0

5

10

15

20

25

0

5

10

15

20

25

WIT

HD

RA

WA

L S

EV

ER

ITY

PARTICIPANT 1004 RAW SYMPTOM REPORTSMOKING-COVARIED PREDICTED FUNCTIONSMOKING RECORD

-10.68

10.91

11.140.32

NU

MB

ER

OF

CIG

AR

ET

TE

S S

MO

KE

D

GROWTH PARAMETERS

INTERCEPT:

LINEAR SLOPE:

QUADRATIC:

VOLATILITY:

CIGARETTE:

7.20

0 10 20 30 40 50DAY

0

5

10

15

20

25

0

5

10

15

20

25

WIT

HD

RA

WA

L S

EV

ER

ITY

PARTICIPANT 1003 RAW SYMPTOM REPORTSMOKING-COVARIED PREDICTED FUNCTIONSMOKING RECORD

-19.63

20.66

9.74

0.96

NU

MB

ER

OF

CIG

AR

ET

TE

S S

MO

KE

D

GROWTH PARAMETERS

INTERCEPT:

LINEAR SLOPE:

QUADRATIC:

VOLATILITY:

CIGARETTE:

5.98

0 10 20 30 40 50DAY

0

2

4

6

8

10

12

14

16

0

2

4

6

8

10

12

14

16

WIT

HD

RA

WA

L S

EV

ER

ITY

PARTICIPANT 1010 RAW SYMPTOM REPORTSMOKING-COVARIED PREDICTED FUNCTIONSMOKING RECORD

-4.11

11.81

3.94-0.17

WIT

HD

RA

WA

L S

EV

ER

ITY

NU

MB

ER

OF

CIG

AR

ET

TE

S S

MO

KE

D

GROWTH PARAMETERS

INTERCEPT:

LINEAR SLOPE:

QUADRATIC:

VOLATILITY:

CIGARETTE:

7.92

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Individual Projected WD Curves

1.00

1.20

1.40

1.60

1.80

2.00

2.20

2.40

2.60

2.80

3.00

-4 -3 -2 -1 0 1 2 3 4

Time from Quit Date (weeks)

83

59

77

30

17

3

Es

tim

ate

d W

D S

core

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WHAT DOES GROWTH CURVE MODELING TELLS US? WITHDRAWAL DRAMATICALLY INCREASES ALL 3

DIMENSIONS OF WITHDRAWAL SYMPTOMS, E.G., 2-3 TIMES THE EMOTIONAL VOLATILITY VS.

PRE-CESSATION (WOMEN & PREVIOUSLY DEPRESSED)

ALL 3 DIMENSIONS ARE HIGHLY PREDICTIVE OF RELAPSE

SMOKERS SHOULD NOT BE TOLD THAT WITHDRAWAL WILL GET BETTER IN 2 WEEKS!

Page 17: Relapse Back to Smoking: The Core Role of the Tobacco Withdrawal Syndrome WITH THOMAS PIASECKI MICHAEL FIORE.

IMPLICATIONS & GOALS WE ARE TRACKING WITHDRAWAL &

INTERVENING BEFORE RELAPSE: JUST IN TIME TREATMENT

IDENTIFYING SPECIFIC GENES THAT ASSOCIATED WITH WITHDRAWAL DIMENSIONS

DEVELOPING INTERVENTIONS DESIGNED TO ADDRESS ALL 3 COMPONENTS OF WITHDRAWAL