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. 2020 Dec 17;29:102537. doi: 10.1016/j.nicl.2020.102537

Table 2.

Summary of electrophysiological studies with adolescents and young adults BDs.

Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Affan et al., 2018
Cross-sectional USA
N/LDs: 31 (16♂, 15♀)BDs: 30
(15♂, 15♀)
N/LDs: 23.3 ± 3.4
BDs: 23.4 ± 3.5
N/LDs: ≤ 1 BD episode in the previous 6 monthsBDs: ≥ 5 BD episodes [≥ 6
(♂)/5(♀) SADs/2h] in the previous 6 months
Illicit drug or tobacco use at least one month prior to the study; History of brain injury, or other neuropsychiatric or medical problems; and Medications use at the time of the study Resting state with eyes-open and eyes-closed BDs: Alpha peak frequency was slower by 0.7 Hz; ↑ frontal theta and beta powerNegative correlation between alpha peak frequency and drinking variables
(e.g. n° of drinking days/week, n° of BD episodes in the previous 6 months)
Positive correlation between theta power and drinking history during both resting conditions
BD among young adults is associated with augmented spontaneous electrophysiological signal
Bauer and Ceballos, 2014
Cross-sectional USA
Infrequent BDs: 55 ♀ (30 never and 25 less than monthly).
Frequent BDs: 42 ♀ (28 monthly and 14 weekly).
Infrequent BDs: 19.5 ± 1.3
Frequent BDs: 19.4 ± 1.1
Infrequent BDs: infrequent episodes with ≥ 6 drinks/occasion at least once a month
Frequent BDs: frequent episodes with ≥ 6 drinks/occasion at least once a week
Past year pregnancy; Psychosis; or Medical major disorders Motor time estimation task Frequent BD: ↑ Slow Potentials amplitude (more negative) in the right parietal cortex than infrequent BDs
No group differences in Motor Potentials
Negative correlation between Slow Potentials amplitude and AUDIT score
Augmented neural activity in BDs may reflect a compensatory over- activation of the circuit to perform the task at successful level
Blanco-Ramos et al., 2019
Cross-sectional Europe
N/LDs: 80 (28♂, 43♀)BDs: 71
(42♂, 38♀)
18–19 N/LDs: < 6 BD episodes over the last 6 months and cannabis consumption < 12 units over the last 3 months
BDs: ≥ 6 BD episodes over the last 6 months and cannabis consumption < 12 units over the last 3 months
Chronic neurocognitive pathologies; History of neurological disorder or brain injury with LoC > 20 min; SCL-90-R > 90th percentile on GSI or ≥ 90 in 2 symptom dimensions; Family and/or personal history of psychopathology/alcoholism; Regular use of psychoactive drugs; Illegal drugs use (except cannabis) in the last 6 months; Non-corrected sensory/motor deficits Go/NoGo task with alcoholic and non-alcoholic stimuli BDs: ↑ N2-NoGo for non-alcoholic than for alcoholic stimuli; Similar P3-NoGo amplitude for non-alcoholic and for alcoholic stimuli (only in males)
Negative correlation between:
- N2-NoGo for non-alcoholic and the n° of BD episodes and total n° of alcoholic drinks in the last 180 days
-P1 for Go-Alcohol and NoGo-NoAlcohol and age of onset drinking
- n° of BD episodes and reaction time of false alarms
Positive correlation between N2-NoGo for NoAlcohol and reaction time for false alarms
BDs seem to need increased activation to monitor conflict with the aim of compensate the affective-automatic system overactivation caused by alcohol-related bias
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Courtney and Polich, 2010
Cross-sectional
USA
N/LDs: 32 (16♂, 16♀)LBDs: 32
(16♂, 16♀)HBDs: 32
(16♂, 16♀)
N/LDs: ♂ 21.8 ± 0.8
♀ 21.4 ± 1.3
LBDs: ♂ 20.5 ± 1.0
♀ 20.4 ± 1.1
HBDs: ♂ 20.8 ± 2.0
♀ 19.9 ± 1.1
N/LDs: 1–4 (♀)/5(♂) alcoholic drinks/<2h in the past 6 months
LBDs: 5–4(♀)/7–6 (♂) alcoholic drinks/<2h at least once in the last 6 months
HBDs: ≥ 10 alcoholic drinks/< 2h at least once in the last 6 months
Not use of alcohol, tobacco and psychiatric medication; Serious health problems (e.g. asthma, heart condition, etc.); Family and/or personal history of alcoholism; Neurologic/Psychiatric disorders; and Recent drug use Resting state with eyes open HBDs: ↑ spectral power in the delta (0–4 Hz) and fast beta (20–35 Hz) bands in comparison with N/LDs and LBDs BDs exhibit augmented brain activity at rest similarly to alcohol-dependent individuals
Crego et al., 2009
Cross-sectional
Europe
N/LDs: 53 (27♂, 26♀)BDs: 42
(21♂, 21♀)
N/LDs: 18.7 ± 0.5
BDs: 18.9 ± 0.5
N/LDs: < 6 SADs/occasion and ≤ 2 SADs/hour
BDs: ≥ 6 SADs/occasion at least once a month, ≥ 3 SADs/hour at least once a month
AUDIT > 20; Non-corrected sensory deficits; LoC > 20 min; History of traumatic brain injury or neurological disorder; Family and/or personal history of psychopathology; Drug use (except tobacco and cannabis); Alcohol use disorder; SCL-90-R > 90 on GSI or ≥ 2 symptom dimensions Visual identical-pairs continuous
performance task
BDs: ↑ N2 amplitude in central and parietal regions for the matching stimuli than N/LDs
Cs: ↑ P3 amplitude in frontal, central and parietal regions for the matching than for the nonmatching stimuli (but not in BDs)
No behavioral differences between groups
BDs require higher levels of attentional effort to perform the task at adequate levels. Also, they seem to have a deficiency in the electrophysiological differentiation between relevant and irrelevant information
Crego et al., 2010
Cross-sectional
Europe
N/LDs: 53 (27♂, 26♀)BDs: 42
(21♂, 21♀)
N/LDs: 18.7 ± 0.5
BDs: 18.9 ± 0.5
(Same as above) (Same as above) (Same as above) BDs: ↓ LPC amplitude in frontal and central regions for matching condition than N/LDs, which was associated with hypoactivation of the right anterior prefrontal cortex
No behavioral differences between groups
BDs display decreased electrophysiological activity during recognition and evaluation of the working memory processes
Crego et al., 2012
Cross-sectional
Europe
N/LDs: 53 (28♂, 25♀)BDs: 32
(17♂, 15♀)
N/LDs: 18.5 ± 0.5
BDs: 18.8 ± 0.6
(Same as above) Same asCrego et al. (2009) and Left-handedness Simple visual oddball task BDs: ↑P3b amplitude in all regions (frontal, central and parietal) than N/LDs
No significant differences in N2
No behavioral differences between groups
BDs seem to recruit broader brain areas linked to attentional processes to properly execute the task, which support the neurocompensation hypothesis
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Folgueira-Ares et al., 2017
Cross-sectional
Europe
N/LDs: 25 (13♂, 12♀)BDs: 25
(14♂, 11♀)
N/LDs: 20.5 ± 0.6
BDs: 20.8 ± 0.7
(Same as above) Non-corrected sensory deficits; LoC> 20 min; History of traumatic brain injury or neurological disorder; Family and/or personal history of psychopathology; Use of illegal drugs (except cannabis); and AUDIT > 20 Visual face–name association memory task BDs: Similar neural activity for successful and unsuccessful encoding (no Dm effect); ↑ VPP amplitude at C3 and Cz electrodes than N/LDs
Cs: Dm effect in posterior regions in the 350–650 ms latency range
No significant differences in N170
No behavioral differences between groups
BDs display abnormal pattern of brain activity during the encoding phase, suggesting a different neural signature of successful memory encoding
Holcomb et al., 2019
CS
USA
LDs: 32 (16♂, 16♀)BDs: 29
(14♂, 15♀)
LDs: 23.41 ± 3.4
BDs: 23.41 ± 3.5
LDs: < 1 BD episode in the past six months
BDs: ≥ 3 BD episodes in the past 6 months with at least one episode in the last month
Same asAffan et al. (2018) Visual Go/NoGo task BDs: ↓ theta (4-7Hz) and early beta (15-25Hz) power during NoGo trials than LDs
Negative correlation between NoGo theta power and n° BD episodes, daily alcohol intake, and the average n° of weekly drinking days
No behavioral differences between groups
The results are consistent with deficits in the inhibitory control circuitry and are suggestive of allostatic neuroadaptive changes associated with BD
Huang et al., 2018
CS
USA
LDs: 32 (16♂, 16♀)BDs: 32
(16♂, 16♀)- LBDs: 17
(9♂)- HBDs: 15
(7♂)
LDs: 23.4 ± 3.4
BDs: 23.2 ± 3.3
LDs: 1 BD episode in the last 6 months.
BDs: ≥ 5 BD episodes in the last 6 months.
- LBDs: ≤ 10 BD episodes over the previous 6 months.
- HBDs: ≥ 12 BD episodes over the previous 6 months
Drug or tobacco use for at least 1 month prior to the study; History of seizures, brain injury, neurological or neuropsychiatric disorders; Vision or hearing problems; learning difficulties; and Medications use at the time of the study Emotional rating task LDs: theta poweremotional > theta powerneutral (no differences in BDs)
BDs: ↑ theta during erotic pictures compared to the other emotions
HBDs: ↓ emotional modulation of theta and ↓ theta power to negative and positive photos in contrast with LDs
Negative correlation between emotion-induced theta and n° of BD occasions within the past 6 months
BDs show diminished sensitivity of event-related theta to emotional salience, namely for negative and positive emotions
Kiat and Cheadle, 2018
CS
USA
26 (6♂, 20♀)
− 13: no BD episodes (past 30 days)
− 13: 1–2 BD episodes (9 subjects) or 3–5 BD episodes (4 subjects)
20.0 ± 1.7 BD: > 5 alcoholic drinks in a row within a few hours Not reported Crocodile dentist (aversive risk-taking task) ↑ Late Positive Potential amplitude was associated with higher risk levels of BD BD frequency seems to be linked to increased levels of anticipatory risk-taking reactivity
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Kim and Kim, 2019
CS
Asia
NBDs: 25♀
BDs: 25♀
NBDs: 21.7±2.4
BDs: 21.4±1.9
NBDs: AUDIT-K≤ 8, < 4 glasses in the last 2 weeks, and drank < 1 glass/hour.
BDs: AUDIT-K= 12–26; ≥ 4 glasses more than once in the previous 2 weeks; and drank >2 glasses/hour
Left-handedness, Ambidexterity and History of psychiatric disorders Flanker task (modified) BDs: ↓ ERN amplitude than NBDs
No differences in Pe amplitude or latency
Positive correlation between ERN amplitude and total AUDIT-K and Alcohol Use Questionnaire scores

Behavioral:
BDs: ↑ error rates and ↓ reaction times in congruent and incongruent conditions than NBDs
BD seem to be associated with an impaired capacity to automatically monitor errors, reflected by decreased neural activity
Lannoy et al., 2017
Cross-sectional
Europe
N/LDs: 20 (7♂, 13♀)BDs: 20
(8♂, 12♀)
N/LDs: 21.2 ± 2.6
BDs: 20.3 ± 1.6
BD score formula: [(4*consumption speed) + drunkenness frequency + (0.2*drunkenness)]
N/LDs: BD score ≤ 16
BDs: BD score > 16
Family and/or personal history of alcoholism; Positive psychological or neurological disorder; Current medication; Major medical problems; Past/current drug consumption (excepting alcohol and tobacco) Visual speeded Go/NoGo task

Balloon Analogue Risk task
BDs: ↑ ERN amplitude for false alarms than slow hits at Fz (not in N/LDs); ↑ Pe latency for slow hits at Cz during the Go/NoGo task

No differences in FRN and P3

No behavioral differences between groups
BDs seem to have an impaired performance monitoring, showing an abnormal automatic processing of response errors and a decreased processing of their motivational significance
Lannoy et al., 2018
Cross-sectional
Europe
N/LDs: 19 (11♂, 8♀)MDs: 17
(9♂, 8♀)BDs: 17
(10♂, 7♀)
N/LDs: 20.4 ± 2.8
MDs: 21.0 ± 2.7
BDs: 20.2 ± 1.6
N/LDs: BD score = 0, no consumption;
MDs: BD score = 1–12; ≤3 doses/occasion; consumption speed 0.33–2; ≤3 drinking occasions/week.
BDs: BD score ≥ 16; ≥ 6 doses/occasion; consumption speed ≥2; 2–4 drinking occasions/week
Same asLannoy et al. (2017) and Non-corrected visual and auditory problems Emotional crossmodal task N/LDs: N1 latencyhappiness > N1 latencyanger (no differences in BDs)
BDs:
Congruent trialsSP3b amplitude for happy than anger faces (no differences in N/LDs and MDs)
; ↑P3b latency than MDs and N/LDs
Incongruent trials
↑P3b amplitude than MDs; ↑ second positive component latency when anger voices were presented than MDs; ↑ third positive component amplitude when anger faces were presented than MDs
BDs present higher electrophysiological activity in the absence of behavioral deficits, which could be associated with a potential compensation process
Lannoy et al., 2020
Cross-sectional
Europe
N/LDs: 25 (13♂, 12♀)BDS: 25
(10♂, 15♀)
N/LDs: 21.7 ± 1.8
BDs: 20.9 ± 1.7
N/LDs: BD score < 12; ≤ 4 drinking occasions/week; < 3 doses/occasion
BDs: BD score ≥ 16; 2–4 drinking occasions/week; ≥ 6 doses/occasion
Severe alcohol use disorders; Family history of alcohol‐use disorders; Psychological and neurological disorders; Past and current drug consumption (except alcohol and tobacco). Go/NoGo task with alcoholic and non-alcoholic stimuli BDs: ↓ NoGo-N2 amplitude for alcohol‐related at F3 than F4 electrode.
Behavioral:
BDs: ↓ inhibition performance for explicit than implicit processing when compared to N/LDs
BD may be associated with impaired attentional/inhibitory processes in the presence of alcohol cues
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
López-Caneda et al., 2012
Longitudinal
Europe
N/LDs: 25 (11♂, 14♀)BDs: 23
(13♂, 10♀)
1st evaluation
N/LDs: 18.6 ± 0.5
BDs: 18.8 ± 0.5
2nd evaluation (2-year follow-up)
N/LDs: 20.3 ± 0.5
BDs: 20.7 ± 0.6
N/LDs: < 6 SADs/occasion and ≤ 2 SADs/hour.
BD: ≥ 6 SADs/occasion at least once a week or ≥ 6 SADs/occasion, ≥ 3 SADs/hour at least once a month
Family history of alcoholism; Family and/or personal history of psychopathology; drugs use (except cannabis); LoC> 20 min; history of traumatic brain injury or neurological disorder; non-corrected sensory deficits; and AUDIT> 20 Visual Go/NoGo Task BDs:
↑Go-P3 amplitude in central and parietal regions in the 1st and 2nd evaluations
↑No/Go-P3 amplitude in all regions (frontal, central and parietal) in the 2nd evaluation, associated with hyperactivation of the right inferior frontal cortex during successful inhibition
No significant differences in N2

No behavioral differences between groups
BDs show increased neural activity in inhibitory control regions during response inhibition, which could reflect a compensatory mechanism to perform the task efficiently
López-Caneda et al., 2013
Longitudinal
Europe
N/LDs: 31 (15♂, 16♀)BDs: 26
(15♂, 11♀)
1st evaluation
N/LDs: 18.5±0.5
BDs: 18.8±0.5 2ndevaluation (2-year follow-up)

N/LDs: 20.4±0.6
BDs: 20.8±0.6
(Same as above) (Same as above) Simple visual oddball task BDs: ↑P3 amplitude at both evaluation times than N/LDs, with more pronounced differences in the follow-up evaluation
Positive correlation between P3b amplitude and quantity and intensity of alcohol consumption

No behavioral differences between groups
The increased neural activity linked to attentional/working memory processes, suggesting the recruitment of additional resources to perform the task at adequate levels
López-Caneda et al., 2014b
Longitudinal
Europe
N/LDs: 25 (11♂, 14♀)BDs: 22
(11♂, 11♀)Ex-BDs: 10
(3♂, 7♀)
1st evaluation
18–19
2ndevaluation (2-year follow-up)

20–21
(Same as above)

Ex-BDs: BD criteria in the 1st but not in the 2nd evaluation
(Same as above) Visual Go/NoGo Task BDs: ↑NoGo-P3 amplitudes in the 2nd evaluation than N/LDs; ↑Go-P3 amplitudes than N/LDs;
Ex-BDs: intermediate position between BDs and N/LDs
Frontal NoGo-P3 amplitude in the 2nd evaluation:
- correlated negatively with the age of onset of regular drinking
- correlated positively with speed of alcohol consumption and weekly quantity of alcohol consumed
BD lead to impairments in the neural functioning involved in inhibitory control, and the cessation of BD could act as a brake on the neurophysiological impairments related to response inhibition
López-Caneda et al., 2017a
Cross-sectional
Europe
N/LDs: 40 (21♂, 19♀)BDs: 40
(20♂, 20♀)
N/LDs: 18.1 ± 0.3
BDs: 18.1 ± 0.3
Cs: never BAC ≥ 0.08 g/dL
BDs: BAC ≥ 0.08 g/dL at least once during the last month
(Same as above)
Use of medical drugs with psychoactive effects
Resting-state with eyes-open and eyes-closed conditions BDs: ↑ beta power over the right temporal lobe (parahippocampal and fusiform gyri) during eyes-open resting state
↑ theta power over the bilateral occipital cortex (cuneus and lingual gyrus) during eyes-closed resting condition
BDs seem to present cortical hyperexcitability and potential difficulties in the information processing capacity
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
López-Caneda et al., 2017b
Cross-sectional
Europe
N/LDs: 36 (17♂, 19♀)
- Abstainers: 20
(12♂, 8♀)BDs: 36
(20♂, 16♀)
N/LDs: 18.1 ± 0.3
BDs: 18.1 ± 0.3
N/LDs: never reached a BAC of 0.08 g/dL.
BDs: BAC ≥ 0.08 g/dL at least once during the last month
Same asLópez-Caneda et al. (2012) and use of psychoactive medical drugs during the week before the assessment Visual equiprobable Go/NoGo Task BDs: ↓ beta and theta during Go and NoGo conditions than N/LDs.
No behavioral differences between groups
BDs appear to show decreased neural oscillations linked to motor inhibition and execution similar to those observed in alcohol-dependent subjects
Maurage et al., 2009
Longitudinal
Europe
N/LDs: 18 (7♂, 11♀)BDs: 18
(7♂, 11♀)
N/LDs: 18.2 ± 0.3
BDs: 18.2 ± 0.4
N/LDs: expected alcohol use 9 months after the 1st evaluation < 3 SADs/week.
BDs: expected alcohol consumption 9 months after the 1st evaluation > 20 SADs/week
Family history of alcoholism; High past alcohol consumption or BD habits; Past or current drug use; Major medical problems; CNS disease; Auditory impairment; Moderate/high depression/anxiety; and Personal history of psychopathology Auditory task based on emotionalvalence detection (negative or positive)

BDs: ↑ P1, N2 and P3b latency
No differences in amplitude
Positive correlation between mean alcohol intake and latency of each component

No behavioral differences between groups
Short-term BD can produce marked cerebral dysfunction undetectable by behavioral measures alone. Specifically, BD seems to be associated with a slowed cerebral activity
Maurage et al., 2012
Cross-sectional
Europe
N/LDs: 20 (11♂, 9♀)DDs: 20
(11♂, 9♀)LBDs: 20
(11♂, 9♀)HBDs: 20
(11♂, 9♀)
N/LDs: 21.6 ± 2.4
DDs:22.1 ± 2.2
LBDs:
21.0 ± 2.2
HBDs:
21.2 ± 2.0
N/LDs: non-drinkersDDs: 3–5 SADs/occasion, < 2 SADs/h, 5–7 times/week and 15–29 SADs/week
LBDs: 5–12 SADs/occasion, > 3 SADs/h, 2–3 times/week and 15–29 SADs/week
HBDs: > 10 SADs/occasion, > 3 SADs/h, 3–4 times/week and > 30 SADs/week
(Same as above) Visual oddball task with face-detection LBDs and HBDs: ↑P3b latency and ↓N1, P1, N2b amplitude than the other 3 groups; ↓P3b amplitude than N/LDs and DDs
HBDs: ↑ N1, P1, N2b, P3a latency and ↓N170, P2 amplitude than the other 3 groups; ↑ P3b latency than DDs
LBDs: ↓N170 amplitude than N/LDs; ↓P2 amplitude than N/LDs and DDs
DDs: No significant differences with N/LDs
BDs present early and global electrophysiological impairments (characterized by reduced and slower activity), affecting low-level (perception and attention) as well as high-level (decision) cognitive stages
Na et al., 2019

Cross-sectional
Asia
N/LDs: 23♀
BDs: 27♀
N/LDs: 22.0 ± 2.0
BDs: 21.4 ± 2.0
(Same asKim and Kim, 2019) AUDIT-K score > 26; No psychiatric disorder; Score ≥ 6 on the Children of Alcoholics Screening Test (family history of alcohol use disorder); Left-handed and ambidextrous Iowa Gambling Task (modified) BDs: ↓ ΔFRN than N/LDs;
No differences in P3 amplitude

Behavioral:
BDs: ↓ total net score than the N/LDs
Female BDs seem to have difficulties in early evaluation of positive or negative feedback which seem to be associated with decision-making deficits
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Park and Kim, 2018
Cross-sectional
Asia
N/LDs: 25 (8♂, 17♀)BDs: 25
(8♂, 17♀)
N/LDs: 22.2± 2.4
BDs: 22.1±2.2
N/LDs: same as above
BDs: AUDIT-K = 12–26; > 4(♀)/5(♂) glasses at least one time during the previous 2 weeks; > 2(♀)/3(♂) glasses/hour
CAST-K score > 6; Drug/alcohol abuse; Left-handed and ambidextrous; and History of neurological/psychiatric disorders Spatial 2-back task with congruent, incongruent, and lure conditions BDs: ↑P3 amplitude than N/LDs.
NBDs: ↑P3 amplitude for congruent stimuli compared to the incongruent and lure stimuli (no differences in BDs)

No group significant differences in N2.
BDs show increased cognitive effort to perform the task effectively. Additionally, they were less efficient in differentiating between relevant and irrelevant information
Petit et al., 2012
Cross-sectional
Europe
N/LDs: 18 (8♂, 10♀)BDs: 18
(12♂, 6♀)
N/LDs: 21.9±3.1
BDs: 21.3±1.7
N/LDs: <6 SADs/occasion and < 3 SADs/hour.
BDs: ≥6 SADs/occasion, ≥ 3 SADs/h and ≥ 1–4 times/week
Major medical problems; History of CNS disease; Visual impairment, Past or current drug use; Family history of alcoholism; Very low alcohol consumption; BD habits before starting university studies Visual oddball task with neutral stimuli and alcoholic and non-alcoholic pictures as target deviant stimuli. BDs: ↑P1 amplitude for alcoholic pictures than for the non-alcoholic pictures
Positive correlation between P1 amplitudes for alcoholic pictures and duration of BD habits, and n° of doses consumed/week
No group significant differences in N2b and P3

No behavioral differences between groups
BDs exhibit signs of prioritizing processing of alcohol-related information
Petit et al., 2013
Cross-sectional
Europe
N/LDs: 27 (10♂, 17♀)BDs: 29
(15♂, 14♀)
N/LDs:
♂ 22.1 ± 2.5
♀ 20.5 ± 1.2
BDs:
♂ 22.5 ± 3.7
♀ 21.9 ± 2.3
(Same as above) Major medical problems; CNS conditions; Visual impairment; Past or current drug consumption (except alcohol, cannabis and tobacco); and Alcohol abstinence (Same as above) BDs: ↑P3 amplitude for alcoholic pictures than for the non-alcoholic pictures (only in males)

No behavioral differences between groups
BDs seem to present an enhanced motivational response to alcoholic stimuli
Petit et al., 2014b
Longitudinal
Europe
Cs: 15 (4♂, 11♀)BDs: 15
(11♂, 4♀)
1st evaluation
N/LDs: 22.0±2.13
BDs:
22.0±1.72
2nd evaluation (1-year follow-up)
N/LDs: 23.0±2.2
BDs: 23.0±1.6
(Same as above) (Same as above) (Same as above) BDs: ↓ P1 amplitude for both types of stimuli in the 2nd than in the 1st evaluation
↓ P3 amplitude for non-alcoholic cues in the 2nd than in the 1st evaluation

No behavioral differences between groups
The continuation of BD over one year is associated with the development of brain functional abnormalities as well as ↑ reactivity to alcoholic stimuli and/or ↓ reactivity to non-alcoholic stimuli
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Ryerson et al., 2017
Cross-sectional
USA
62
− 41: 1–8 BD episodes
− 21: no BD episodes in the last month
18.9 ± 1.1 BDs: ≥ 5 SADs/occasion (males); ≥ 4 SADs/occasion (females) Not reported Alcoholic and neutral pictures following a global or local attentional scope manipulation BD correlated positively with N1 amplitude to alcoholic pictures, but not to neutral pictures Individuals with greater BD experience demonstrate increased neural response to alcoholic pictures, but not neutral pictures
Schroder et al, 2019
Cross-sectional
Europe
N/LDs: 24 (11♂, 13♀)BDs: 25
(13♂, 12♀)
N/LDs: 26.8 ± 9.3
BDs: 24.0 ± 2.4
N/LDs: drank 1–30 days/month, but never > 5 SADs/occasion and ≤ 2 SADs/h
BDs: ≥ 6 SADs occasion and ≥ 2 SADs/h
Major medical issues, CNS conditions (e.g. epilepsy and a prior history of brain injury); Visual impairments; and Past/current drug consumption N-back task with numbers BDs: ↑ P3 and P600 amplitude than N/LDs
N/LDs: ↑ P2 and N4 amplitude than BDs

No behavioral differences between groups
BDs require higher processing intensity throughout the information-processing stream to perform the task at the same level as controls.
Smith and Mattick, 2013
Cross-sectional
Australia
N/LDs: 17 ♀
BDs: 13 ♀
N/LDs: 20.1 ± 1.2
BDs: 20.0 ± 1.2
N/LDs: no regular (less than once a month) consumption of ≥ 4 SADs/occasion
BDs: ≥ 4 SADs/occasion at least once a month
Epileptic seizure, serious head injury or LoC; Uncorrected hearing/vision problems; and Regular (≥ 2/month) use of other drugs Stop signal task BDs: ↓P3 amplitude for failed inhibitions than N/LDs; ↑P3 amplitude in FCz for successful than failed inhibition trials; ↓ERN amplitude in Fz than N/LDs;
Positive correlation between P3 amplitude at FCz with AUDIT scores

Behavioral:
BDs: ↑Stop signal reaction time than N/LDs
Young female BDs have large deficits in inhibitory control and performance monitoring, and they may have to work harder in order to successfully inhibit a response
Smith et al., 2015
Cross-sectional
Australia
N/LDs: 35 (18♂, 17♀)BDs: 31
(16♂, 15♀)
N/LDs:
♂ 22.1 ± 2.4
♀ 21.4 ± 2
BDs:
♂ 23.0 ± 2.2
♀ 21.0 ± 2.3
N/LDs: ≥ 5 SADs/occasion less than once a month
BDs: ≥ 5 SADs/occasion at least once a month
Psychotropic medication; Epileptic seizure, head injury or LoC; Uncorrected vision problems; and Regular (>1/month) use of drugs (except for alcohol or tobacco) Eriksen flanker task
(Visual conflict monitoring task)
BDs: ↑conflict adaptation for N2 amplitude than N/LDs (females); ↓ N2 amplitude and no differences in the conflict adaptation effect than N/LDs (males); No differences in P3 (indexing inhibitory control)

Behavioral:
BDs: ↑errors than N/LDs
Results are suggestive of a compensatory response in female BDs, as they seem to need to increase their ongoing performance monitoring to properly execute the task
Study & Design Population (N) Age (Mean ± SD) BD criteria Exclusion Criteria Task Main findings Conclusions
Smith et al., 2016

Cross-sectional
Australia
N/LDs: 37 (20♂, 17♀)BDs: 34
(21♂, 13♀)
N/LDs:
♂ 20.1 ± 1.1
♀ 20.1 ± 1.2
BDs:
♂ 19.8 ± 1.2
♀ 20.0 ± 1.2
N/LDs: no regular (less than once a month) consumption of ≥ 4 SADs/occasion
BDs: ≥ 4 SADs/occasion at least once a month preceding 12 months
(Same asSmith and Mattick, 2013) Visual stop-signal task BDs: ↑P3 amplitude for successful than failed inhibition trials (marginally significant); ↑P3 latency for failed than successful inhibitions (only in females); ↓ERN amplitude than N/LDs (marginally significant)

Behavioral:
BDs: ↑ Stop signal reaction time than N/LDs (only in females)
Electrophysiological deficits during response inhibition and performance monitoring seem to be common to both sexes; however females also show to be more vulnerable at behavioral level
Smith et al., 2017a

Cross-sectional
Australia
N/LDs: 35 (18♂, 17♀)BDs: 25
(12♂, 13♀)
N/LDs:
21.8 ± 2.2
BDs:
22.2 ± 2.5
(Same as above)
(Same asSmith et al., 2015)
Error awareness (Stroop Go/NoGo) task No ERPs differences between groups

Behavioral:
BDS: ↑inhibitory errors
BDs commit more inhibitory errors, suggesting deficits in inhibitory control, but they not display failures in error awareness
Smith et al., 2017b

Cross-sectional
Australia
Study 1:
N/LDs: 13♂
BDs: 12♂
CU: 8♂
Study 2: N/LDs: 45
(25♂, 20♀)BDs: 39
(23♂, 16♀)Cannabis users: 20
(11♂, 9♀)
Study 1: 17.2±0.7
Study 2:
N/LDs:
♂ 20.0 ± 1.1
♀ 19.9 ± 1.2
BDs:
♂ 19.7 ± 1.2
♀ 20.0 ± 1.2
Cannabis users:
♂ 20.6 ± 1.2
♀ 20.1 ± 1.2
N/LDs: non-regular use of cannabis and non-regular heavy drinking
BDs: ≥ 4 SADs per occasion at least once a month in the past year Cannabis < 2 times/month in the past year
Cannabis users: Cannabis ≥ 2 times/month in the preceding 12 months
Regular use of drugs (except cannabis/tobacco); Uncorrected hearing/vision problems; Use of psychoactive medications; Seizure, serious head injury or LoC.
Rey Auditory Verbal Learning Test BDs: ↑P540 than N/LDs.
Cannabis users: ↓N340 than BDs

Behavioral: BDs: poorer delayed recall relative to N/LDs (Study 2)

The results indicated alterations in recognition memory processing which, even in the absence of overt behavioral impairment, underline the potential for neural dysfunction with early exposure to alcohol

Note. AUDIT = Alcohol Use Disorders Identification Test; AUDIT-K = AUDIT - Korean; BAC = Blood Alcohol Concentration; BD = Binge Drinking; BDs = Binge Drinkers; CNS = Central Nervous System; DDs = Daily Drinkers; ERN = Error-Related Negativity; FRN = Feedback-related Negativity; GSI = Global Severity Index; HBDs = High Binge Drinkers; LBDs = Light Binge Drinkers; N/LDs = Non/Light Drinkers; LoC = Loss of Consciousness; LPC = Late Positive Component; MDs = Moderate Drinkers; N = sample size; NBDs = Non-Binge Drinkers; NDs = Non-Drinkers; Pe = Error-positivity; SCL-90-R = Symptom Checklist-90-Revised; SD = Standard Deviation; SADs = Standard Alcoholic Drinks; ↑= larger/higher; ↓= lower/reduced; ΔFRN = difference in amplitudes of feedback-related negativity between gain and loss feedback; VPP = Vertex Positive Potential.