Drug Addiction, Executive Dysfunction
Conditions
Keywords
alcoholism, tDCS, dlPFC, craving, cognition
Brief summary
In this study, eligible alcoholic inpatients recruited from a specialized clinic for addiction treatment, filling inclusion criteria and not showing any exclusion criteria, were randomized to receive the repetitive (10 sessions, every other day) bilateral dorsolateral Prefrontal Cortex (dlPFC: cathodal left / anodal right) tDCS (2 milliamperes, 5 x 7 cm2, for 20 min) or placebo (sham-tDCS). Craving to the use of alcohol was examined before (baseline), during and after the end of the tDCS treatment. Based in our previous data, our hypothesis was that repetitive bilateral tDCS over dlPFC would favorably change craving in alcoholism and this would be a long-lasting effect.
Detailed description
Before (baseline) and after tDCS or sham-tDCS treatment, subjects were clinically examined regarding craving (obsessive compulsive drinking scale) and they were followed-up for relapses at least 3 months after treatment.
Interventions
Direct currents were transferred via a pair of carbonated-silicone electrodes (35 cm2) with a thick layer of high conductive gel for EEG underneath them. The electric current will be delivered by an electric stimulator. To stimulate the left DLPFC, the cathode electrode was placed over F3 according to the 10-20 international system while the anode was placed over the contralateral F4 region. The currents flowed continuously for 20 minutes with an intensity of 2 milliamperes.
Sponsors
Study design
Intervention model description
Sham-controlled double-blind randomized trial
Eligibility
Inclusion criteria
* patients between the age of 18 and 60 years; * met criteria for alcohol dependence according to the Diagnostic and Statistical Manual of Mental Disorders, fourth edition (DSM-IV), as determined by clinical evaluation; * in stable clinical condition with no need for inpatient care; * able to read, write, and speak Portuguese; and * no severe withdrawal signs or symptoms at baseline.
Exclusion criteria
* a condition of intoxication or withdrawal due to a substance other alcohol; * unstable mental or medical disorder or substance abuse or addiction other than alcohol dependence, except nicotine and/or caffeine; * a diagnosis of epilepsy, convulsions, or delirium tremens during abstinence from alcohol; * a previous history of drug hypersensitivity or adverse reactions to diazepam or other benzodiazepines and haloperidol; * any contraindication for electrical brain stimulation procedures such as electronic implants or metal implants; * suspected pregnancy for female participants; * any contraindication for magnetic resonance procedures such as electronic implants, metal implants, claustrophobia, or permanent make-up or tattoo received within the previous 3 months; * the presence of vascular, traumatic, inflammatory, or tumor injuries detectable by CT examination.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Craving | Five applications: first week before tDCS treatment (baseline), second, third and fourth weeks, during the treatment, and in the fifth week, after the end of the tDCS treatment. | Five items from the original obsessive compulsive drinking scale, which are believed to reliably assess craving in a narrow sense were used. Questions of this brief scale allow quantification of thoughts and feelings (obsessions), and behavioral intentions, and are answered on a scale ranging from 0 to 4, resulting in a total score between 0 and 20. Higher scores reflect more severe craving. These items were applied at the beginning, during and at the end of the treatment with sham-tDCS or tDCS. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Changes in Frontal Assessment Battery (FAB) Scores | Before tDCS treatment (initial) and after the end of the tDCS treatment (final) | The FAB was used to explore six different domains of executive function. Each of these items is scored from 0 (zero) to a maximum of 3. Thus, the maximum score, meaning better scores, of FAB is 18. A single well trained examiner administered this assessment. |
| Changes in Mini-Mental Status Examination (MMSE) | Before tDCS treatment (initial) and after the end of the tDCS treatment (final) | An adapted version of the MMSE in Portuguese was used. This version included an 11-item examination that examined five areas of cognitive function: orientation, registration, attention and calculation, recall, and language. The maximum score, meaning better scores, that could be achieved was 30, while a mean score between 23 and 26 or between 26 and 29 would be expected according to the age and educational level of the alcoholics. |
| Changes in Hamilton Depression Rating Scale (HAM-D) | Before tDCS treatment (initial) and after the end of the tDCS treatment (final) | A structured multiple-choice questionnaire was used to assess the severity of depression symptoms. This instrument assesses the severity of symptoms observed in depression, such as low mood, insomnia, agitation, anxiety and weight loss (Hamilton, 1960). Each question has between 3 and 5 possible answers that increase in severity. In the original scale, the first 17 questions contribute to the total score, while questions 18 to 21 provide additional information about depression (e.g., diurnal variation, paranoid symptoms), but are not included in the total score of the scale. Scores of 0-7 are considered as being normal, 8-16 suggest mild depression, 17-23 moderate depression and scores over 24 are indicative of severe depression; the maximum score is 52. |
| Changes in Hamilton Anxiety Rating Scale (HAM-A) | Before tDCS treatment (initial) and after the end of the tDCS treatment (final) | A structured multiple-choice questionnaire designed to assess the severity of anxiety symptoms was employed. The scale consists of 14 items, each defined by a series of symptoms, and measures both psychic anxiety (e.g., mental agitation and psychological distress) and somatic anxiety (e.g., physical complaints related to anxiety). The higher the scores, higher the severity. Each item is scored on a scale of 0 (not present) to 4 (severe), with a total score range of 0-56, where below 17 indicates mild severity, 18-24 mild to moderate severity and 25-30 moderate to severe. |
| Changes in Event-Related Potentials (ERPs) | Before tDCS treatment (initial) and after the end of the tDCS treatment (final) | Electrophysiological recording was obtained through a 32-channel system placed on the scalp according to the International 10/20 EEG system. A cue-reactivity paradigm was adapted following standard cue-reactivity paradigms well established for pictures and videos. During picture presentation the subjects were asked to press a button whenever the drug-related pictures were presented, and to withhold the response when the neutral pictures were presented (50% of the time). The percent change of ventral medial Prefrontal Cortex current density was analyzed. |
| Changes in Quality of Life of the World Health Organization (WHOQOL-BREF) | Before tDCS treatment (initial) and after the end of the tDCS treatment (final) | An abbreviated instrument of cross-culturally valid assessment of quality of life of the World Health Organization (WHOQOL-BREF) with 26 questions translated to Portuguese was applied at the beginning and at the end of the five-week treatment. This instrument yields four domains (physical health, psychological, social relationships and environment) and two individually scored items regarding overall perception of quality of life (Q1, i.e., first question) and health (Q2, i.e., second question). The four domain scores are scaled in a way that higher scores stand for higher quality of life. These scores were transformed to be comparable with the scores used in the WHOQOL-100. |
Countries
Brazil
Participant flow
Recruitment details
AUD patients of both genders were successively recruited between June of 2015 and January of 2018 from three specialized clinics for drug dependence treatment, one public and two privates, from the State of Espírito Santo, Brazil.
Participants by arm
| Arm | Count |
|---|---|
| Real tDCS Ten sessions (every other day) of bilateral transcranial Direct Current Stimulation (tDCS: 2 milliamperes, 3 x 7 cm2, during 20 minutes) over dorsolateral Prefrontal Cortex (cathodal left / anodal right).
transcranial Direct Current Stimulation: Direct currents were transferred via a pair of carbonated-silicone electrodes (35 cm2) with a thick layer of high conductive gel for EEG underneath them. The electric current will be delivered by an electric stimulator. To stimulate the left DLPFC, the cathode electrode was placed over F3 according to the 10-20 international system while the anode was placed over the contralateral F4 region. The currents flowed continuously for 20 minutes with an intensity of 2 milliamperes. | 23 |
| Sham-tDCS Ten sessions (every other day) of placebo control (sham procedure) of transcranial Direct Current Stimulation (sham-tDCS) during 20 minutes with electrodes placed over the dorsolateral Prefrontal Cortex (cathodal left / anodal right). Current was delivered for 20 seconds and was turned off for the rest of the stimulation period. In this way, subjects experienced the initial itching sensation at the beginning of stimulation, but received no current for the rest of the session. | 22 |
| Total | 45 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 |
|---|---|---|---|
| Overall Study | unreliable data | 1 | 0 |
| Overall Study | Withdrawal by Subject | 2 | 1 |
Baseline characteristics
| Characteristic | Real tDCS | Sham-tDCS | Total |
|---|---|---|---|
| Age at onset of alcohol use | 15.5 years STANDARD_DEVIATION 5.4 | 16.9 years STANDARD_DEVIATION 6 | 16.2 years STANDARD_DEVIATION 5.7 |
| Age, Continuous | 46.3 years STANDARD_DEVIATION 12 | 43.5 years STANDARD_DEVIATION 10.2 | 44.9 years STANDARD_DEVIATION 11.1 |
| Amount of alcohol used (drinks/day) | 20.3 drinks/day STANDARD_DEVIATION 13.4 | 15.5 drinks/day STANDARD_DEVIATION 15 | 17.9 drinks/day STANDARD_DEVIATION 14.3 |
| Days of abstinence before study | 33.0 days STANDARD_DEVIATION 12.4 | 32.9 days STANDARD_DEVIATION 12.5 | 33.0 days STANDARD_DEVIATION 12.7 |
| Employment situation Disease benefit | 3 Participants | 0 Participants | 3 Participants |
| Employment situation Formal job | 2 Participants | 6 Participants | 8 Participants |
| Employment situation Freelance | 2 Participants | 2 Participants | 4 Participants |
| Employment situation Informal job | 2 Participants | 0 Participants | 2 Participants |
| Employment situation Not reported | 1 Participants | 2 Participants | 3 Participants |
| Employment situation Retired | 2 Participants | 2 Participants | 4 Participants |
| Employment situation Unemployed | 11 Participants | 10 Participants | 21 Participants |
| Marital state Divorced | 0 Participants | 6 Participants | 6 Participants |
| Marital state Married or common-law | 7 Participants | 7 Participants | 14 Participants |
| Marital state Not reported | 0 Participants | 1 Participants | 1 Participants |
| Marital state Single | 15 Participants | 7 Participants | 22 Participants |
| Marital state Widow | 1 Participants | 1 Participants | 2 Participants |
| Race/Ethnicity, Customized Race Black | 4 Participants | 4 Participants | 8 Participants |
| Race/Ethnicity, Customized Race Brown | 8 Participants | 6 Participants | 14 Participants |
| Race/Ethnicity, Customized Race White | 11 Participants | 12 Participants | 23 Participants |
| Sex: Female, Male Female | 5 Participants | 3 Participants | 8 Participants |
| Sex: Female, Male Male | 18 Participants | 19 Participants | 37 Participants |
| Tobacco use No | 11 Participants | 11 Participants | 22 Participants |
| Tobacco use Yes | 12 Participants | 11 Participants | 23 Participants |
| Years of education Above 13 | 3 Participants | 4 Participants | 7 Participants |
| Years of education Between 10 to 13 | 5 Participants | 5 Participants | 10 Participants |
| Years of education Between 6 to 9 | 1 Participants | 4 Participants | 5 Participants |
| Years of education Not reported | 1 Participants | 0 Participants | 1 Participants |
| Years of education Up to 5 | 13 Participants | 9 Participants | 22 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 0 / 23 | 0 / 22 |
| other Total, other adverse events | 16 / 23 | 13 / 22 |
| serious Total, serious adverse events | 0 / 23 | 0 / 22 |
Outcome results
Craving
Five items from the original obsessive compulsive drinking scale, which are believed to reliably assess craving in a narrow sense were used. Questions of this brief scale allow quantification of thoughts and feelings (obsessions), and behavioral intentions, and are answered on a scale ranging from 0 to 4, resulting in a total score between 0 and 20. Higher scores reflect more severe craving. These items were applied at the beginning, during and at the end of the treatment with sham-tDCS or tDCS.
Time frame: Five applications: first week before tDCS treatment (baseline), second, third and fourth weeks, during the treatment, and in the fifth week, after the end of the tDCS treatment.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Real tDCS | Craving | Initial scores (1st week) | 5.522 scores | Standard Deviation 4.44 |
| Real tDCS | Craving | During treatment (4th week) | 1.739 scores | Standard Deviation 2.544 |
| Real tDCS | Craving | During treatment (3rd week) | 3.348 scores | Standard Deviation 3.485 |
| Real tDCS | Craving | Final scores (5th week) | 1.565 scores | Standard Deviation 2.409 |
| Real tDCS | Craving | During treatment (2nd week) | 4.391 scores | Standard Deviation 3.751 |
| Sham-tDCS | Craving | Final scores (5th week) | 2.455 scores | Standard Deviation 3.674 |
| Sham-tDCS | Craving | Initial scores (1st week) | 3.818 scores | Standard Deviation 4.468 |
| Sham-tDCS | Craving | During treatment (2nd week) | 4.136 scores | Standard Deviation 4.549 |
| Sham-tDCS | Craving | During treatment (3rd week) | 3.545 scores | Standard Deviation 3.961 |
| Sham-tDCS | Craving | During treatment (4th week) | 3.273 scores | Standard Deviation 4.322 |
Changes in Event-Related Potentials (ERPs)
Electrophysiological recording was obtained through a 32-channel system placed on the scalp according to the International 10/20 EEG system. A cue-reactivity paradigm was adapted following standard cue-reactivity paradigms well established for pictures and videos. During picture presentation the subjects were asked to press a button whenever the drug-related pictures were presented, and to withhold the response when the neutral pictures were presented (50% of the time). The percent change of ventral medial Prefrontal Cortex current density was analyzed.
Time frame: Before tDCS treatment (initial) and after the end of the tDCS treatment (final)
Population: ERP data was not possible in the total sample of each group because of technical difficulties.
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Real tDCS | Changes in Event-Related Potentials (ERPs) | -30.34 percent change | Standard Deviation 28.68 |
| Sham-tDCS | Changes in Event-Related Potentials (ERPs) | 125.7 percent change | Standard Deviation 141.6 |
Changes in Frontal Assessment Battery (FAB) Scores
The FAB was used to explore six different domains of executive function. Each of these items is scored from 0 (zero) to a maximum of 3. Thus, the maximum score, meaning better scores, of FAB is 18. A single well trained examiner administered this assessment.
Time frame: Before tDCS treatment (initial) and after the end of the tDCS treatment (final)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Real tDCS | Changes in Frontal Assessment Battery (FAB) Scores | initial | 12.48 scores | Standard Deviation 4.19 |
| Real tDCS | Changes in Frontal Assessment Battery (FAB) Scores | final | 13.26 scores | Standard Deviation 4.41 |
| Sham-tDCS | Changes in Frontal Assessment Battery (FAB) Scores | initial | 11.14 scores | Standard Deviation 2.95 |
| Sham-tDCS | Changes in Frontal Assessment Battery (FAB) Scores | final | 13.32 scores | Standard Deviation 3.59 |
Changes in Hamilton Anxiety Rating Scale (HAM-A)
A structured multiple-choice questionnaire designed to assess the severity of anxiety symptoms was employed. The scale consists of 14 items, each defined by a series of symptoms, and measures both psychic anxiety (e.g., mental agitation and psychological distress) and somatic anxiety (e.g., physical complaints related to anxiety). The higher the scores, higher the severity. Each item is scored on a scale of 0 (not present) to 4 (severe), with a total score range of 0-56, where below 17 indicates mild severity, 18-24 mild to moderate severity and 25-30 moderate to severe.
Time frame: Before tDCS treatment (initial) and after the end of the tDCS treatment (final)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Real tDCS | Changes in Hamilton Anxiety Rating Scale (HAM-A) | initial | 4.26 scores | Standard Deviation 5.9 |
| Real tDCS | Changes in Hamilton Anxiety Rating Scale (HAM-A) | final | 3.87 scores | Standard Deviation 7.51 |
| Sham-tDCS | Changes in Hamilton Anxiety Rating Scale (HAM-A) | initial | 3.77 scores | Standard Deviation 3.93 |
| Sham-tDCS | Changes in Hamilton Anxiety Rating Scale (HAM-A) | final | 3.91 scores | Standard Deviation 6.36 |
Changes in Hamilton Depression Rating Scale (HAM-D)
A structured multiple-choice questionnaire was used to assess the severity of depression symptoms. This instrument assesses the severity of symptoms observed in depression, such as low mood, insomnia, agitation, anxiety and weight loss (Hamilton, 1960). Each question has between 3 and 5 possible answers that increase in severity. In the original scale, the first 17 questions contribute to the total score, while questions 18 to 21 provide additional information about depression (e.g., diurnal variation, paranoid symptoms), but are not included in the total score of the scale. Scores of 0-7 are considered as being normal, 8-16 suggest mild depression, 17-23 moderate depression and scores over 24 are indicative of severe depression; the maximum score is 52.
Time frame: Before tDCS treatment (initial) and after the end of the tDCS treatment (final)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Real tDCS | Changes in Hamilton Depression Rating Scale (HAM-D) | initial | 2.95 scores | Standard Deviation 2.1 |
| Real tDCS | Changes in Hamilton Depression Rating Scale (HAM-D) | final | 2.17 scores | Standard Deviation 1.88 |
| Sham-tDCS | Changes in Hamilton Depression Rating Scale (HAM-D) | initial | 3.0 scores | Standard Deviation 1.75 |
| Sham-tDCS | Changes in Hamilton Depression Rating Scale (HAM-D) | final | 2.73 scores | Standard Deviation 2.25 |
Changes in Mini-Mental Status Examination (MMSE)
An adapted version of the MMSE in Portuguese was used. This version included an 11-item examination that examined five areas of cognitive function: orientation, registration, attention and calculation, recall, and language. The maximum score, meaning better scores, that could be achieved was 30, while a mean score between 23 and 26 or between 26 and 29 would be expected according to the age and educational level of the alcoholics.
Time frame: Before tDCS treatment (initial) and after the end of the tDCS treatment (final)
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Real tDCS | Changes in Mini-Mental Status Examination (MMSE) | initial | 23.13 scores | Standard Deviation 8.67 |
| Real tDCS | Changes in Mini-Mental Status Examination (MMSE) | final | 23.87 scores | Standard Deviation 8.42 |
| Sham-tDCS | Changes in Mini-Mental Status Examination (MMSE) | initial | 24.91 scores | Standard Deviation 5.82 |
| Sham-tDCS | Changes in Mini-Mental Status Examination (MMSE) | final | 24.64 scores | Standard Deviation 5.9 |
Changes in Quality of Life of the World Health Organization (WHOQOL-BREF)
An abbreviated instrument of cross-culturally valid assessment of quality of life of the World Health Organization (WHOQOL-BREF) with 26 questions translated to Portuguese was applied at the beginning and at the end of the five-week treatment. This instrument yields four domains (physical health, psychological, social relationships and environment) and two individually scored items regarding overall perception of quality of life (Q1, i.e., first question) and health (Q2, i.e., second question). The four domain scores are scaled in a way that higher scores stand for higher quality of life. These scores were transformed to be comparable with the scores used in the WHOQOL-100.
Time frame: Before tDCS treatment (initial) and after the end of the tDCS treatment (final)
Population: These data was not collected correctly.