Study Sample Demographics Meds at Study Measurement Target variables Results Event analysis-visual Bastien et al., 2009 [67 ] Clinical: psychophysiological insomnia (PI), Control: Clinical: yr, ?% ♂ Control: yr, 36% ♂ No Three all-night PSGs (1 adaptation); SR = ?; spindles on C3 from nights 2 & 3 Number and density of spindles (12–14 Hz activity, >0.5 sec, 20–40 μ V) during NREM2 No group differences Spectral analysis Freedman, 1986 [68 ] Clinical: idiopathic sleep-onset (SO) insomnia, Control: Clinical: (20–53) yr, 8% ♂ Control: (19–56) yr, 33% ♂ No Three all-night PSGs (1 adaptation); SR = 128 Hz; FFT on C3 and O1 from night 3 EEG power spectra from 1–30 Hz during the first unambiguous minute of each sleep stage (1) No group differences during NREM; (2) insomnia group had higher 16 Hz activity during REM on O1 Merica et al., 1998 [66 ] Clinical: SO/sleep maintenance (SM) insomnia ( idiopathic, PI) Control: Clinical: (20–47) yr, 40% ♂ Control: (20–35) yr, 47% ♂ No Three all-night PSGs (1 adaptation); SR = 128 Hz; FFT w/avg of 5 4-sec eph on F4 from night 2 Absolute sigma power (12.5–14.75 Hz) across the first four NREM-REM cycles (1) Insomnia group had slower sigma rise rate and attenuated power curve in NREM cycles 3 and 4; (2) insomnia group had higher sigma power curve across all 4 REM cycles Krystal et al., 2002 [69 ] Clinical: persistent primary SM insomnia ( “SI”, “OI”) Control: Clinical: (40–80) yr, 40% ♂ Control: (40–80) yr, 40% ♂ No One ambulatory PSG; SR = 128 Hz; FFT w/2-sec eph on C3 Absolute and relative sigma power (12.5–16 Hz) during NREM2/NREM3 and REM (1) Higher absolute and relative sigma in SI versus OI and in OI vs. controls during NREM2/NREM3; (2) no group differences during REM Bastien et al., 2003 [70 ] Clinical 1: PI, Clinical 2: benzo-medicated PI, Control: Clinical 1: yr, 53% ♂ Clinical 2: yr, 47% ♂ Control: yr, 60% ♂ Only benzodiazepine in the medicated group Three all-night PSGs (1 adaptation); SR = 200 Hz; FFT w/2.56-sec eph on C3 from night 2 Absolute sigma power (11.7–14.04 Hz) during the first four NREM cycles and total sleep No group differences Staner et al., 2003 [71 ] Clinical 1: PI, Clinical 2: depressed PI Control: Clinical 1: yr, 52% ♂ Clinical 2: yr, 52% ♂ Control: yr, 52% ♂ No Three all-night PSGs (1 adaptation); SR = 128 Hz; FFT w/2-sec eph on C3 from night 3 Spindle frequency activity (SFA: 11.5–15 Hz) for the 1st NREM cycle divided into 10 intervals, expressed as % relative to total/undivided NREM cycle No group differences Buysse et al., 2008 [72 ] Clinical: PI, Control: Clinical: yr, 40% ♂ Control: yr, 40% ♂ No Three all-night PSGs (1 adaptation); SR = 256 Hz; FFT w/4-sec eph on C3 and C4 from night 2 Absolute and relative sigma power (12–16 Hz) during individual NREM cycles and total NREM (1) No overall group differences during each NREM cycle and during total NREM sleep; (2) group sex interaction, with higher absolute sigma in female insomniacs during total NREM Forget et al., 2011 [73 ] Clinical: primary SM insomnia, Control: Clinical: yr, 42% ♂ Control: yr, 42% ♂ No Four all-night PSGs (1 adaptation); SR = 512 Hz; FFT w/1-sec eph on Fz from nights 3 & 4 Relative sigma power (12–14 Hz) before and after spontaneous and evoked K-complexes No group differences Spiegelhalder et al., 2012 [74 ] Clinical: PI ( “SI”, and “OI”), Control: Clinical: yr, 36% ♂ Control: yr, 38% ♂ No One all-night PSG; SR = 200 Hz; FFT w/30-sec eph on C3 Absolute sigma power (12–16 Hz) during NREM2 and REM (1) Total insomnia group had higher sigma during NREM2, but not during REM; (2) no group differences between SI and OI subtypes during NREM2 Israel et al., 2012 [75 ] Clinical: primary SM insomnia, Control: Clinical: yr, 44.4% ♂ Control: yr, 13.6% ♂ No Three all-night PSGs; SR = 256 Hz; FFT w/4-sec eph on C3 and C4 Mean relative sigma power (12–16 Hz) during NREM No group differences (adjusting for age, sex) St-Jean et al., 2013 [48 ] Clinical 1: SI, Clinical 2: OI, Control: Clinical 1: yr, 30% ♂ Clinical 2: yr, 46% ♂ Control: yr, 43% ♂ No Four all-night PSGs; SR = 512 Hz; FFT w/4-sec eph on F3, F4, Fz, C3, C4, Cz, P3, P4, Pz from nights 2 & 3 Absolute and relative sigma power (11–14 Hz) during selected portions of stable, consolidated, and artefact-free periods of NREM1–4 (“NREM”) and REM (1) SI had higher absolute sigma versus OI on F3 and F4 during NREM; (2) SI had lower relative sigma versus OI on F3 and F4 during REM; (3) SI had lower relative sigma versus controls on all frontal and central derivations during REM; (4) SI had lower relative sigma versus OI and versus controls on F3, F4, and Fz during NREM-REM cycle 4 Wu et al., 2013 [76 ] Clinical: PI, Control: Clinical: yr, 50% ♂ Control: yr, 40.6% ♂ No Three all-night PSGs (1 adaptation); SR = 256 Hz; FFT w/4-sec eph on C3 and C4 from night 2 Absolute and relative sigma power (12–16 Hz) during the first NREM period and total NREM No group differences Cervena et al., 2014 [77 ] Clinical 1: primary SO insomnia, Clinical 2: primary SM insomnia, Control: Clinical 1: yr, 70% ♂ Clinical 2: yr, 60% ♂ Control: yr, 50% ♂ No Three all-night PSGs (1 night for controls); SR = 256 Hz; FFT w/15 4-sec eph on C3 from night 2 Absolute sigma power (12–14.75 Hz) during the 5 mins before and after sleep-onset divided into 1-min intervals No group differences Maes et al., 2014 [78 ] Clinical: primary SO insomnia, Control: Clinical: (19–53) yr, 0% ♂ Control: (21–59) yr, 0% ♂ No Retrospective analysis of one all-night PSG; SR = 250 Hz; FFT w/4-sec eph on C4 Relative sigma power (12–16 Hz) during sleep-onset, first SWS cycle, and within 1 sec of a NREM2 K-complex No group differences