Skip to main content
. 2022 Sep 9;12(9):2193. doi: 10.3390/diagnostics12092193

Table 4.

Sleep Studies.

Study Cognitive Domains EEG Indices Sample Size Correlations between EEG Indices and Cognitive Functions in
Patients and High-Risk Subjects
Baandrup et al., 2019 [260] Verbal memory, Working
memory, Verbal
fluency, Attention, Processing
speed and Executive functions (BACS)
Sleep spindles
characteristics
SCZ = 37
(ICD-10)
Mean age: 47 y
No significant correlation between sleep spindle characteristics and cognitive domains
Bartsch et al., 2019 [261] Memory consolidation (MST) Slow waves density amplitude and
duration and sleep spindles
coordination
SCZ = 21
HCs = 19
(SCID-DSM-IV)
Mean age: SCZ = 34; HCs = 36)
SCZ = HCs (for slow wave density, amplitude and duration); SCZ < HCs (coupling of slow waves and sleep spindles)
No correlation between amplitude, density and duration of slow waves or sleep spindles features and memory consolidation
Forest et al., 2007 [262] Attention (attention task) Sleep spindle
density and sleep stages duration
SCZ = 8
HCs = 8
(SCID-DSM-IV)
Mean age: SCZ = 31 y; HCs = 21 y
SCZ = HCs
Positive correlation between sleep spindles density and percentage of time spent in stage 4 of sleep and attention
Gerstenberg et al., 2020 [263] Verbal Learning (AVLT); Executive functioning (TMT) Sleep spindle
density
EO-SCZ = 12
HCs = 24
(DSM-IV; SCID)
Mean age: EO-SCZ = 17 y; HCs = 17 y
SCZ < HCs
No significant correlation between sleep spindle density and verbal learning or executive functioning
Göder et al., 2015 [264] Memory/Recognition (Memory task) Sleep spindle
density
SCZ = 16
HCs = 16
(ICD-10)
Mean age: SCZ = 29 y; HCs = 28 y
SCZ < HCs
Positive correlation between sleep spindle density and memory performance
Keshavan et al., 2004 [265] Memory (WMS); Executive functions (WCST) Non-linearity EEG scores during sleep SCZ = 10
HCs = 10
(SCID-DSM-IV)
Mean age: SCZ = 20 y; HCs = 20 y
SCZ < HCs
Positive correlation between non-linear EEG complexity and memory and executive functions
Manoach et al., 2014 [266] Executive functions (WCST and TMT); Verbal learning (CVLT) Sleep spindle amplitude and density SCZ = 17
HCs = 25
(DSM-IV; SCID)
Mean age: SCZ = 28 y; HCs = 27 y
SCZ < HCs
Positive correlation between sleep spindle density and amplitude and executive functions
Ramakrishnan et al., 2012 [267] Problem solving (ToL, Digit Symbol Test); Executive functioning (TMT) K-complexes during sleep SCZ = 20
(DSM-IV; SCID)
Mean age: 41 y
Positive correlation between the number of K-complexes and executive functioning and problem solving
Wamsley et al., 2012 [268] Motor memory (motor memory task) Sleep spindle
number and density
SCZ = 21
HCs = 17
(DSM-IV; SCID)
Mean age: SCZ = 36 y; HCs = 34 y
SCZ < HCs
Positive correlation between sleep spindle density and memory performance

The column “EEG Indices” reports the EEG index considered in that study, while in the last column, differences between patients and controls, as well as correlations with cognition for that measure are reported. Auditory Verbal Learning Test (AVLT); the California Verbal Learning Test (CVLT); Controlled Oral Word Association Test (COWAT); subjects with early onset schizophrenia (EO-SCZ); Healthy controls (HCs); International Statistical Classification of Diseases and Related Health Probles (ICD); motor-sequencing task (MST); subjects with schizophrenia (SCZ); Tower of London (ToL); Wisconsin Card Sorting Test (WCST); Wechsler Memory Scale (WMS); Trail-Making Test (TMT).