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1.
Sleep Med ; 81: 180-187, 2021 05.
Article in English | MEDLINE | ID: mdl-33714847

ABSTRACT

STUDY OBJECTIVES: Rapid eye movement sleep behavior disorder (RBD) is frequent in dementia with Lewy bodies (DLB) and Parkinson's disease dementia (PDD), and poses a risk of injury to patients and their bed partners. We assessed the efficacy of nelotanserin, a selective 5-HT (2A) inverse agonist, for symptomatic treatment of RBD using systematic video analysis. METHODS: This was a phase 2 multicenter study in DLB or PDD with video polysomnography (vPSG)-confirmed RBD. After a single-blind placebo run-in period, patients meeting eligibility criteria entered a 4-week double-blind treatment period (1:1 ratio with nelotanserin 80 mg/placebo). Whole-night vPSG was conducted during the run-in and at the end of the treatment period. Videos of all rapid eye movement (REM) sleep periods were analysed for RBD behaviors (movements and vocalizations) using the Innsbruck classification system by two of the central reviewers, and a third reviewer adjudicated ambiguous cases. RESULTS: 34 patients (N = 26 DLB, N = 8 PDD; 85.3% men; mean age 71.3 ± 6.36 years) were included in the analyses. Two (5.9%) patients were excluded due to protocol deviation in treatment compliance. Systematic video analysis demonstrated no difference between nelotanserin and placebo in RBD behaviors. Bland-Altman plot showed high interrater reliability. CONCLUSIONS: Despite negative results, this is the first randomized, placebo-controlled study on symptomatic RBD treatment using objective outcome measures based on systematic video analysis. This study provides a new method for outcome research in RBD and proves that movement analysis is a feasible and meaningful outcome for studies evaluating changes in RBD severity. CLINICAL TRIAL INFORMATION: ClinicalTrials.gov. NCT Number NCT02708186. https://clinicaltrials.gov/ct2/show/NCT02708186.


Subject(s)
Lewy Body Disease , Parkinson Disease , REM Sleep Behavior Disorder , Aged , Female , Humans , Lewy Body Disease/complications , Lewy Body Disease/drug therapy , Male , Middle Aged , Parkinson Disease/complications , Parkinson Disease/drug therapy , Phenylurea Compounds , Pyrazoles , REM Sleep Behavior Disorder/drug therapy , Reproducibility of Results , Single-Blind Method
2.
Sleep ; 44(9)2021 09 13.
Article in English | MEDLINE | ID: mdl-33720377

ABSTRACT

STUDY OBJECTIVES: To evaluate macro sleep architecture and characterize rapid eye movement (REM) sleep without atonia (RWA) by using the SINBAR excessive electromyographic (EMG) montage including mentalis and upper extremity muscles in early and advanced Parkinson's disease (PD). METHODS: We recruited 30 patients with early- and advanced-stage of PD according to Movement Disorder Society (MDS) Clinical Diagnostic Criteria. Participants were classified as early-stage PD if they were treatment-naïve or had no motor complications and had been diagnosed with PD within the previous 6 years. Advanced PD was defined as a disease duration equal to or >6 years with or without motor complications. RESULTS: There was significantly shorter REM sleep latency in early as compared to the advanced stage of PD. We found that the sleep Innsbruck Barcelona (SINBAR) EMG index and tonic EMG activity of the mentalis muscle in advanced-stage PD were significantly higher than in early-stage PD with a trend in phasic EMG activity of the flexor digitorum superficialis muscles. The SINBAR EMG index, tonic and any EMG activity of the mentalis muscle, and phasic EMG activity of flexor digitorum superficialis muscles significantly correlated with disease duration. CONCLUSIONS: This study analyzed RWA using the SINBAR EMG montage in early- and advanced-stage of PD and showed higher RWA in mentalis and flexor digitorum superficialis muscles and SINBAR EMG index in advanced-PD patients compared to patients in the early stage. Also, polysomnography-confirmed REM sleep behavior disorder was more common in advanced versus early-stage patients. Our findings suggest that RWA worsens or is more intense or more frequent with disease progression.


Subject(s)
Parkinson Disease , REM Sleep Behavior Disorder , Electromyography , Humans , Parkinson Disease/complications , Parkinson Disease/diagnosis , REM Sleep Behavior Disorder/diagnosis , Sleep , Sleep, REM
3.
J Clin Sleep Med ; 17(6): 1237-1247, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33599203

ABSTRACT

STUDY OBJECTIVES: The objective of this study was to evaluate interrater reliability between manual sleep stage scoring performed in 2 European sleep centers and automatic sleep stage scoring performed by the previously validated artificial intelligence-based Stanford-STAGES algorithm. METHODS: Full night polysomnographies of 1,066 participants were included. Sleep stages were manually scored in Berlin and Innsbruck sleep centers and automatically scored with the Stanford-STAGES algorithm. For each participant, we compared (1) Innsbruck to Berlin scorings (INN vs BER); (2) Innsbruck to automatic scorings (INN vs AUTO); (3) Berlin to automatic scorings (BER vs AUTO); (4) epochs where scorers from Innsbruck and Berlin had consensus to automatic scoring (CONS vs AUTO); and (5) both Innsbruck and Berlin manual scorings (MAN) to the automatic ones (MAN vs AUTO). Interrater reliability was evaluated with several measures, including overall and sleep stage-specific Cohen's κ. RESULTS: Overall agreement across participants was substantial for INN vs BER (κ = 0.66 ± 0.13), INN vs AUTO (κ = 0.68 ± 0.14), CONS vs AUTO (κ = 0.73 ± 0.14), and MAN vs AUTO (κ = 0.61 ± 0.14), and moderate for BER vs AUTO (κ = 0.55 ± 0.15). Human scorers had the highest disagreement for N1 sleep (κN1 = 0.40 ± 0.16 for INN vs BER). Automatic scoring had lowest agreement with manual scorings for N1 and N3 sleep (κN1 = 0.25 ± 0.14 and κN3 = 0.42 ± 0.32 for MAN vs AUTO). CONCLUSIONS: Interrater reliability for sleep stage scoring between human scorers was in line with previous findings, and the algorithm achieved an overall substantial agreement with manual scoring. In this cohort, the Stanford-STAGES algorithm showed similar performances to the ones achieved in the original study, suggesting that it is generalizable to new cohorts. Before its integration in clinical practice, future independent studies should further evaluate it in other cohorts.


Subject(s)
Artificial Intelligence , Sleep Stages , Algorithms , Electroencephalography , Humans , Observer Variation , Reproducibility of Results , Sleep
4.
Sleep ; 43(11)2020 11 12.
Article in English | MEDLINE | ID: mdl-32573731

ABSTRACT

STUDY OBJECTIVES: The differentiation of isolated rapid eye movement (REM) sleep behavior disorder (iRBD) or its prodromal phase (prodromal RBD) from other disorders with motor activity during sleep is critical for identifying α-synucleinopathy in an early stage. Currently, definite RBD diagnosis requires video polysomnography (vPSG). The aim of this study was to evaluate automated 3D video analysis of leg movements during REM sleep as objective diagnostic tool for iRBD. METHODS: A total of 122 participants (40 iRBD, 18 prodromal RBD, 64 participants with other disorders with motor activity during sleep) were recruited among patients undergoing vPSG at the Sleep Disorders Unit, Department of Neurology, Medical University of Innsbruck. 3D videos synchronous to vPSG were recorded. Lower limb movements rate, duration, extent, and intensity were computed using a newly developed software. RESULTS: The analyzed 3D movement features were significantly increased in subjects with iRBD compared to prodromal RBD and other disorders with motor activity during sleep. Minor leg jerks with a duration < 2 seconds discriminated with the highest accuracy (90.4%) iRBD from other motor activity during sleep. Automatic 3D analysis did not differentiate between prodromal RBD and other disorders with motor activity during sleep. CONCLUSIONS: Automated 3D video analysis of leg movements during REM sleep is a promising diagnostic tool for identifying subjects with iRBD in a sleep laboratory population and is able to distinguish iRBD from subjects with other motor activities during sleep. For future application as a screening, further studies should investigate usefulness of this tool when no information about sleep stages from vPSG is available and in the home environment.


Subject(s)
REM Sleep Behavior Disorder , Humans , Lower Extremity , Polysomnography , REM Sleep Behavior Disorder/diagnosis , Sleep Stages , Sleep, REM
5.
Sleep ; 42(3)2019 03 01.
Article in English | MEDLINE | ID: mdl-30551198

ABSTRACT

STUDY OBJECTIVES: Periodic limb movements in sleep (PLMS) are frequent motor phenomena; however, population-based data are scarce. We assessed the prevalence of PLMS and factors associated with PLMS within two German population-based cohorts, the SHIP-TREND and BiDirect. METHODS: Single-night polysomnography was performed on 1107 subjects recruited from the general population (mean age: 52.9 years, 54.1% men) in the SHIP-TREND and on 247 participants (mean age: 57.6 years, 50.6% men) in the BiDirect. PLMS were evaluated using the standard criteria of the American Academy of Sleep Medicine. Sociodemographic data, behavioral variables, medical history, current medication, and other sleep disorders were assessed. RESULTS: The prevalence of PLMS index (PLMSI) >15/hour was 32.4% (SHIP-TREND) and 36.4% (BiDirect). In multivariable models, age (odds ratio [OR] = 1.05 per +1 year), male gender (OR = 2.20), restless legs syndrome (OR = 2.32), physical inactivity (OR = 1.52), current smoking (OR = 1.49), diabetes (OR = 2.13), antidepressant use (OR = 2.27), lower serum magnesium (OR per -0.1 mmol/L = 1.27) showed a positive, and the intake of beta-blockers an inverse association with PLMSI >15/hour in SHIP-TREND. In BiDirect, age (OR = 1.13 per +1 year), body mass index (OR = 1.11 per +1 kg/m2), and restless legs syndrome (OR = 8.77) were significantly associated with PLMSI >15/hour. CONCLUSIONS: A high PLMSI is frequent in the German population. Age, male gender, restless legs syndrome, physical inactivity, current smoking, obesity, diabetes, antidepressant use, and lower magnesium were independently associated with PLMSI >15/hour in at least one of the cohorts.


Subject(s)
Antidepressive Agents/therapeutic use , Nocturnal Myoclonus Syndrome/epidemiology , Restless Legs Syndrome/epidemiology , Sedentary Behavior , Sleep/physiology , Smoking , Adult , Aged , Body Mass Index , Female , Germany/epidemiology , Humans , Male , Middle Aged , Odds Ratio , Polysomnography , Prevalence , Research Design , Risk Factors
7.
BMC Neurol ; 17(1): 42, 2017 Feb 23.
Article in English | MEDLINE | ID: mdl-28231845

ABSTRACT

BACKGROUND: Periodic leg movements (PLM) during sleep (PLMS) are considered strongly related to restless legs syndrome (RLS), and are associated with polymorphisms in RLS risk genes. Various software for automatic analysis of PLMS are available, but only few of them have been validated. Aim of this study was to validate a leg movements count and analysis integrated in a commercially available polysomnography (PSG) system against manual scoring. METHODS: Twenty RLS patients with a PLMS index > 20/h and 20 controls with a PLMS index < 5/h were included. Manual and computerized scoring of leg movements (LM) and PLM was performed according to the standard American Academy of Sleep Medicine (AASM) criteria. LM and PLM indices during sleep and wakefulness, the rate of PLMS associated with respiratory events, intermovement interval and periodicity indices were manually and automatically scored. RESULTS: The correlation between manual and computerized scoring was high for all investigated parameters (Spearman correlation coefficients 0.751-0.996, p < 0.001; intraclass correlation coefficients 0.775-0.999, p < 0.001). Bland-Altman plots showed high agreement between manual and automatic analysis. CONCLUSIONS: This study validated an automatic LM count and PLM analysis against the gold standard manual scoring according to AASM criteria. The data demonstrate that the software used in this study has an outstanding performance for computerized LM and PLM scoring, and LM and PLM indices generated with this software can be reliably integrated in the routine PSG report. This automatic analysis is also an excellent tool for research purposes.


Subject(s)
Algorithms , Leg/physiopathology , Polysomnography/methods , Restless Legs Syndrome/physiopathology , Severity of Illness Index , Adult , Aged , Female , Humans , Male , Middle Aged
9.
Sleep ; 38(6): 867-75, 2015 Jun 01.
Article in English | MEDLINE | ID: mdl-25515109

ABSTRACT

STUDY OBJECTIVES: Despite differences between American Academy of Sleep Medicine (AASM) and Rechtschaffen and Kales scoring criteria, normative values following the current AASM criteria are lacking. We investigated sleep and respiratory variables in healthy adults over the lifespan, and established polysomnographic normative values according to current standards. DESIGN: Prospective polysomnographic investigation. SETTING: Academic referral hospital sleep laboratory. PARTICIPANTS: One hundred healthy sleepers aged 19-77 y were selected from a representative population sample by a two-step screening. INTERVENTIONS: N/A. MEASUREMENTS AND RESULTS: All subjects underwent one full-night polysomnography. Sleep and arousals were scored according to AASM standards. Respiration was scored according to AASM 2007 and 2012 criteria in order to compare both methods. Percentile curves showed age-related differences in sleep architecture: a decrease was found for sleep efficiency [≤ 30 y: 87.0 (71.9-94.1)% versus > 60 y: 79.7 (44.5-90.9)%], total sleep time [≤ 30 y: 413.5 (345.6-451.9) min versus > 60 y: 378.3 (216.0-440.0) min], the percentages of N3 [≤ 30 y 20.7 (15.2-37.5)% versus > 60 y: 14.9 (2.4-35.6)%] and rapid eye movement sleep [≤ 30 y 15.5 (7.5-23.6)% versus. > 60 y: 10.3 (1.9-21.9)%], whereas the percentage of wake time after sleep onset increased with age [≤ 30 y 6.0 (1.9-22.8)% versus > 60 y: 15.2 (6.3-48.7)%]. The apnea-hypopnea index (AHI) was higher when applying the AASM 2012 criteria [AHI AASM 2007 0.7 (0.0-21.5)/h versus 2012: 1.7 (0.0-25)/h; P < 0.001]. Eight percent of subjects had an AHI > 15/h. CONCLUSIONS: This study provides normative data on sleep macrostructure, microstructure, and respiration in adults following AASM standards. Furthermore, we demonstrated that respiration scoring according to AASM 2012 results in higher AHIs, and challenge the use of age-independent respiratory cutoff values.


Subject(s)
Health , Polysomnography/standards , Respiration , Sleep Medicine Specialty/standards , Sleep/physiology , White People , Academies and Institutes , Adult , Aged , Aging/physiology , Arousal/physiology , Female , Healthy Volunteers , Humans , Male , Middle Aged , Prospective Studies , Reference Values , Sleep, REM/physiology , United States , Wakefulness/physiology , Young Adult
10.
Sleep ; 37(10): 1663-71, 2014 Oct 01.
Article in English | MEDLINE | ID: mdl-25197814

ABSTRACT

STUDY OBJECTIVES AND DESIGN: Rapid eye movement sleep without atonia (RWA) is the polysomnographic hallmark of REM sleep behavior disorder (RBD). To partially overcome the disadvantages of manual RWA scoring, which is time consuming but essential for the accurate diagnosis of RBD, we aimed to validate software specifically developed and integrated with polysomnography for RWA detection against the gold standard of manual RWA quantification. SETTING: Academic referral center sleep laboratory. PARTICIPANTS: Polysomnographic recordings of 20 patients with RBD and 60 healthy volunteers were analyzed. INTERVENTIONS: N/A. MEASUREMENTS AND RESULTS: Motor activity during REM sleep was quantified manually and computer assisted (with and without artifact detection) according to Sleep Innsbruck Barcelona (SINBAR) criteria for the mentalis ("any," phasic, tonic electromyographic [EMG] activity) and the flexor digitorum superficialis (FDS) muscle (phasic EMG activity). Computer-derived indices (with and without artifact correction) for "any," phasic, tonic mentalis EMG activity, phasic FDS EMG activity, and the SINBAR index ("any" mentalis + phasic FDS) correlated well with the manually derived indices (all Spearman rhos 0.66-0.98). In contrast with computerized scoring alone, computerized scoring plus manual artifact correction (median duration 5.4 min) led to a significant reduction of false positives for "any" mentalis (40%), phasic mentalis (40.6%), and the SINBAR index (41.2%). Quantification of tonic mentalis and phasic FDS EMG activity was not influenced by artifact correction. CONCLUSION: The computer algorithm used here appears to be a promising tool for REM sleep behavior disorder detection in both research and clinical routine. A short check for plausibility of automatic detection should be a basic prerequisite for this and all other available computer algorithms.


Subject(s)
REM Sleep Behavior Disorder/diagnosis , REM Sleep Behavior Disorder/physiopathology , Software , Aged , Algorithms , Artifacts , Case-Control Studies , Electromyography , Female , Humans , Male , Middle Aged , Muscle Hypotonia/complications , Muscle Hypotonia/physiopathology , Muscle, Skeletal/physiology , Polysomnography , REM Sleep Behavior Disorder/complications , Sleep, REM/physiology
11.
Physiol Meas ; 33(3): 413-28, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22370046

ABSTRACT

This explorative study aims at characterizing the breath behavior of two prototypic volatile organic compounds, acetone and isoprene, during normal human sleep and to possibly relate changes in the respective concentration time courses to the underlying sleep architecture. For this purpose, six normal healthy volunteers (two females, four males, age 20-29 years) were monitored over two consecutive nights (the first one being an adaption night) by combining real-time proton-transfer-reaction mass spectrometry measurements from end-tidal exhalation segments with laboratory-based polysomnographic data. Breath acetone concentrations increased overnight in all measurements, with an average relative change by a factor of up to 4 (median 2.5). Nighttime concentration maxima were usually recorded 2-3 h before lights on. For breath isoprene, a nocturnal increase in baseline concentrations of about 74% was observed, with individual changes ranging from 36-110%. Isoprene profiles exhibited pronounced concentration peaks, which were highly specific for leg movements as scored by tibial electromyography. Furthermore, relative to a linear trend, baseline isoprene concentrations decreased during the transition from the NREM to the REM phase of a complete sleep cycle.


Subject(s)
Acetone/metabolism , Breath Tests , Butadienes/metabolism , Hemiterpenes/metabolism , Pentanes/metabolism , Sleep/physiology , Acetone/analysis , Adult , Butadienes/analysis , Female , Hemiterpenes/analysis , Humans , Male , Pentanes/analysis , Young Adult
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