Table 1 Overview of individual differences affecting entrainment in healthy populations

From: Efficacy of auditory gamma stimulation for cognitive decline: a systematic review of individual and group differences across cognitively impaired and healthy populations

Author (Year)

Country

N

Mean Age

Trait(s)

Stimulation (Hz)

Outcome Measures

Key Findings

Lorenzini et al.91

France

45

3 months for the 3-month-old infants, 9 months 22 days for the 10-month-old infants, 23.2 years for the young adults

Age

8, 40

AMFR, SNR

Adults showed consistent AMFR at 40 Hz, infants showed almost no response

Arutiunian et al.78

Russia

30

9.1

Age

40

ITPC, ERF amplitude (MEG)

ITCP increased with age. ERF amplitude decreased with age. Stronger ITPC was associated with lower ERF amplitude

Ross & Fujioka 93

Canada

24

Younger adults: 23.1 Older adults: 67.8

Age

40

Amplitude, temporal dynamics (MEG)

In quiet conditions, younger participants exhibited a larger 40-Hz response, while under noise masking, amplitudes were similar. Older adults showed delayed recovery in 40-Hz oscillations following stimulus gaps

Cho et al.82

USA

181

14.5

Age

20, 30, 40

Power, PLF, CFC

Power, PLF, and CFC increased with age from 8 to 16 y and decreased from 20 to 22 y for 40 Hz. All measures remained flat or decreased for 20 and 30 Hz from childhood to early adulthood

Griškova-Bulanova et al.71

Lithuania

46

Not reported. Range: 20-58

Age

40

PLI, amplitude, total intensity

PLI and evoked amplitude diminished linearly with age, no effect of age on total intensity

Johnson et al.83

Canada

12

38 (younger), 69.6 (older)

Age

40

Phase, amplitude

No differences found between age groups

Rojas et al.86

USA

69

25.62

Age, sex

Not specified

Power, amplitude (MEG)

Peak response at 40 Hz, no age-related shift in peak frequency (all around 39.8 Hz). Power increased with age, stabilising in early adulthood, with no sex differences. Variability in amplitude increased with age

Roth et al.92

USA

8

Range: 21-40

Attention

40

SNR

40-Hz response increased when difficulty of task decreased, and in passive condition when concentrating on auditory stimuli

Griškova-Bulanova et al.85

Lithuania

27

23.2

Attention

40

GFS

Global synchronisation weakened with distraction from stimulation

Alegre et al.80

Spain

12

27.6

Attention

1-120

ITC, energy

40-Hz response showed no effect of attention. Reduced attention was associated with reduced energy in the 80-120 Hz range with no effects on ITC

Herdman 90

Canada

20

Children: 12 Adults: 22

Attention, age

40

Amplitude

Attention significantly enhanced the 40-Hz ASSR in adults only, not children

Skosnik et al.81

USA

46

21.35

Chronic cannabis use

10 - 50 in increments of 5

Power, ITC

Reduced 40-Hz power in cannabis users, no differences in ITC

Toso et al.87

Germany

20

28

Cortical excitation (via NMDA) and inhibition (via GABA)

40

Total power, PLP

Enhancing GABAergic transmission with lorazepam increased strength of 40-Hz ASSR, blocking NMDA receptors with memantine had no effect on the sustained response

Schuler et al.75

Italy

52

29.5

Cortical thickness

40

ITPC, PLV

ITPC and PLV showed significant positive correlation with cortical thickness measured by MRI

Larsen et al.76

Australia

45

21.32

Degree of myelination in grey matter

40

PLV, power

Increased myelin content in the right cerebellum was associated with better phase-locking of 40-Hz ASSR. This was specific for PLV and not power

Zhang et al.88

China

24

22.96

Emotional arousal

40

PtP amplitude, ERSP

Stronger ASSR in positive emotional state compared to neutral or negative

Melynyte et al.72

Lithuania

44

22.5

Gender, handedness

40

PLI, ERSP

Reduced phase-locking and strength of 40-Hz ASSRs in left-handed females compared to right-handed females and left-handed males

Horwitz et al.89

Denmark

40

62.02

Intelligence

40 (auditory), 36 (visual)

Gamma power difference between visual and auditory conditions

No significant association between intelligence and auditory response to 40 Hz

Horwitz et al.94

Denmark

40

62.02

Long-term memory capacity

40 (auditory), 36 (visual)

Gamma coherence difference between visual and auditory conditions

No significant association between long-term memory and auditory response to 40 Hz

Griškova-Bulanova et al.73

Lithuania

28

20.68

Menstrual cycle phase

40

PLI, amplitude, total intensity

PLI was highest in late follicular phase, lowest in mid-luteal phase. Amplitude was largest during late follicular phase, smallest in mid-luteal phase, as was total intensity

Zhang et al.77

China

28

20.7

Musical training

40

AEP, PLV

Musicians showed larger steady-state PLVs at high frequencies (40-60 Hz) and lower PLVs at low frequencies (1-20 Hz) compared to non-musicians

Bosnyak et al.84

Canada

8

27.5

Musical training

40

Phase, amplitude

Small effect of training on ASSR phase with no significant change to amplitude

Griškova-Bulanova et al.74

Lithuania

70

26.07

Processing speed and inhibitory control

30-60 in increments of 1

PLI, ERSP

Faster reaction times correlated with better gamma synchronisation (higher PLI and ERSP values), at 40 Hz and particularly at individual gamma frequencies, no difference for inhibition

a

Author (Year)

Country

N

Mean Age

Group

Stimulation (Hz)

Outcome Measures

Key Findings

De Stefano et al.79

USA

30

13.3

ASD, age

1-100

ITPC, STP

Participants with ASD showed lower ITPC in the 27-39 Hz range than controls in the older but not younger group. ITPC increased with age in typically developing participants but decreased in those with ASD. Adults with ASD showed greater STP in the 20-50 Hz range but no differences were seen in younger group. STP decreased with age in typically developing group but remained constant in ASD group

Seymour et al.96

UK

36

16.78

ASD

Auditory and visual, Hz not specified

Power, ITC

Reduced 40-Hz ASSR power and inter-trial coherence in individuals with autism

Granados Barbero et al.97

Belgium

54

14.71

Dyslexia

4, 10, 20, 40

SNR, PC

Group with dyslexia showed higher phase coherence and SNR in all frequencies

Lizarazu et al.95

France

39

Not reported. Range: 19-40.7

Dyslexia

2, 5, 30

SNR, PLV, IHPS, coherence

Controls demonstrated larger responses to non-speech gamma stimuli in left hemisphere. Failed to replicate other significant group differences from previous research

Wilson et al.98

USA

25

42.25

ADHD

40

Amplitude (MEG)

Gamma activity was weaker in ADHD group in the pre-medication, but not the post-medication, condition

  1. a. Overview of neurodevelopmental differences affecting entrainment
  2. For full methodological and task details, see Supplementary Data 1.
  3. For full methodological and task details, see Supplementary Data 2.
  4. ASD Autism Spectrum Disorder, ADHD Attention-Deficit/Hyperactivity Disorder, SNR Signal-to-noise ratio, PC Phase coherence, PLV Phase-locking value, IHPS Inter-hemispheric phase synchronisation, ITC Inter-trial coherence, ITPC Inter-trial phase consistency, STP Single-trial power. All stimulation was auditory unless indicated otherwise in the stimulation column.
  5. PLV Phase-locking value, AMFR Amplitude modulation following response, SNR Signal-to-noise ratio, PLI Phase-locking index, ERSP Event-related spectral perturbation, ITPC Inter-trial phase consistency, ERF event-related field, PtP amplitude Peak-to-peak amplitude, IHPS Inter-hemispheric phase synchronisation, ITC Inter-trial coherence, GFS Global field synchronisation, AEP Auditory-evoked potential, PLF Phase-locking factor, CFC Cross-frequency coupling, PLP Phase-locked power. All stimulation was auditory unless indicated otherwise in the stimulation column.