1,111 results on '"Jennum P."'
Search Results
2. Lifestyle and demographic associations with 47 inflammatory and vascular stress biomarkers in 9876 blood donors
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Kjerulff, Bertram, Dowsett, Joseph, Jacobsen, Rikke Louise, Gladov, Josephine, Larsen, Margit Hørup, Lundgaard, Agnete Troen, Banasik, Karina, Westergaard, David, Mikkelsen, Susan, Dinh, Khoa Manh, Hindhede, Lotte, Kaspersen, Kathrine Agergård, Schwinn, Michael, Juul, Anders, Poulsen, Betina, Lindegaard, Birgitte, Pedersen, Carsten Bøcker, Sabel, Clive Eric, Bundgaard, Henning, Nielsen, Henriette Svarre, Møller, Janne Amstrup, Boldsen, Jens Kjærgaard, Burgdorf, Kristoffer Sølvsten, Kessing, Lars Vedel, Handgaard, Linda Jenny, Thørner, Lise Wegner, Didriksen, Maria, Nyegaard, Mette, Grarup, Niels, Ødum, Niels, Johansson, Pär I., Jennum, Poul, Frikke-Schmidt, Ruth, Berger, Sanne Schou, Brunak, Søren, Jacobsen, Søren, Hansen, Thomas Folkmann, Lundquist, Tine Kirkeskov, Hansen, Torben, Sørensen, Torben Lykke, Sigsgaard, Torben, Nielsen, Kaspar René, Bruun, Mie Topholm, Hjalgrim, Henrik, Ullum, Henrik, Rostgaard, Klaus, Sørensen, Erik, Pedersen, Ole Birger, Ostrowski, Sisse Rye, and Erikstrup, Christian
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- 2024
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3. CD11c+ B cells in relapsing–remitting multiple sclerosis and effects of anti‐CD20 therapy
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Sahla El Mahdaoui, Marie Mathilde Hansen, Marina Rode von Essen, Victoria Hyslop Hvalkof, Rikke Holm Hansen, Mie Reith Mahler, Poul Jennum, Finn Sellebjerg, and Jeppe Romme Christensen
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objectives B cells are important in the pathogenesis of multiple sclerosis. It is yet unknown which subsets may be involved, but atypical B cells have been proposed as mediators of autoimmunity. In this study, we investigated differences in B‐cell subsets between controls and patients with untreated and anti‐CD20‐treated multiple sclerosis. Methods We recruited 155 participants for an exploratory cohort comprising peripheral blood and cerebrospinal fluid, and a validation cohort comprising peripheral blood. Flow cytometry was used to characterize B‐cell phenotypes and effector functions of CD11c+ atypical B cells. Results There were no differences in circulating B cells between controls and untreated multiple sclerosis. As expected, anti‐CD20‐treated patients had a markedly lower B‐cell count. Of B cells remaining after treatment, we observed higher proportions of CD11c+ B cells and plasmablasts. CD11c+ B cells were expanded in cerebrospinal fluid compared to peripheral blood in controls and untreated multiple sclerosis. Surprisingly, the proportion of CD11c+ cerebrospinal fluid B cells was higher in controls and after anti‐CD20 therapy than in untreated multiple sclerosis. Apart from the presence of plasmablasts, the cerebrospinal fluid B‐cell composition after anti‐CD20 therapy resembled that of controls. CD11c+ B cells demonstrated a high potential for both proinflammatory and regulatory cytokine production. Interpretation The study demonstrates that CD11c+ B cells and plasmablasts are less efficiently depleted by anti‐CD20 therapy, and that CD11c+ B cells comprise a phenotypically and functionally distinct, albeit heterogenous, B‐cell subset with the capacity of exerting both proinflammatory and regulatory functions.
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- 2024
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4. Lifestyle and demographic associations with 47 inflammatory and vascular stress biomarkers in 9876 blood donors
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Bertram Kjerulff, Joseph Dowsett, Rikke Louise Jacobsen, Josephine Gladov, Margit Hørup Larsen, Agnete Troen Lundgaard, Karina Banasik, David Westergaard, Susan Mikkelsen, Khoa Manh Dinh, Lotte Hindhede, Kathrine Agergård Kaspersen, Michael Schwinn, Anders Juul, Betina Poulsen, Birgitte Lindegaard, Carsten Bøcker Pedersen, Clive Eric Sabel, Henning Bundgaard, Henriette Svarre Nielsen, Janne Amstrup Møller, Jens Kjærgaard Boldsen, Kristoffer Sølvsten Burgdorf, Lars Vedel Kessing, Linda Jenny Handgaard, Lise Wegner Thørner, Maria Didriksen, Mette Nyegaard, Niels Grarup, Niels Ødum, Pär I. Johansson, Poul Jennum, Ruth Frikke-Schmidt, Sanne Schou Berger, Søren Brunak, Søren Jacobsen, Thomas Folkmann Hansen, Tine Kirkeskov Lundquist, Torben Hansen, Torben Lykke Sørensen, Torben Sigsgaard, Kaspar René Nielsen, Mie Topholm Bruun, Henrik Hjalgrim, Henrik Ullum, Klaus Rostgaard, Erik Sørensen, Ole Birger Pedersen, Sisse Rye Ostrowski, and Christian Erikstrup
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Medicine - Abstract
Abstract Background The emerging use of biomarkers in research and tailored care introduces a need for information about the association between biomarkers and basic demographics and lifestyle factors revealing expectable concentrations in healthy individuals while considering general demographic differences. Methods A selection of 47 biomarkers, including markers of inflammation and vascular stress, were measured in plasma samples from 9876 Danish Blood Donor Study participants. Using regression models, we examined the association between biomarkers and sex, age, Body Mass Index (BMI), and smoking. Results Here we show that concentrations of inflammation and vascular stress biomarkers generally increase with higher age, BMI, and smoking. Sex-specific effects are observed for multiple biomarkers. Conclusion This study provides comprehensive information on concentrations of 47 plasma biomarkers in healthy individuals. The study emphasizes that knowledge about biomarker concentrations in healthy individuals is critical for improved understanding of disease pathology and for tailored care and decision support tools.
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- 2024
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5. Narcolepsy risk loci outline role of T cell autoimmunity and infectious triggers in narcolepsy
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Ollila, Hanna M, Sharon, Eilon, Lin, Ling, Sinnott-Armstrong, Nasa, Ambati, Aditya, Yogeshwar, Selina M, Hillary, Ryan P, Jolanki, Otto, Faraco, Juliette, Einen, Mali, Luo, Guo, Zhang, Jing, Han, Fang, Yan, Han, Dong, Xiao Song, Li, Jing, Zhang, Jun, Hong, Seung-Chul, Kim, Tae Won, Dauvilliers, Yves, Barateau, Lucie, Lammers, Gert Jan, Fronczek, Rolf, Mayer, Geert, Santamaria, Joan, Arnulf, Isabelle, Knudsen-Heier, Stine, Bredahl, May Kristin Lyamouri, Thorsby, Per Medbøe, Plazzi, Giuseppe, Pizza, Fabio, Moresco, Monica, Crowe, Catherine, Van den Eeden, Stephen K, Lecendreux, Michel, Bourgin, Patrice, Kanbayashi, Takashi, Martínez-Orozco, Francisco J, Peraita-Adrados, Rosa, Benetó, Antonio, Montplaisir, Jacques, Desautels, Alex, Huang, Yu-Shu, Jennum, Poul, Nevsimalova, Sona, Kemlink, David, Iranzo, Alex, Overeem, Sebastiaan, Wierzbicka, Aleksandra, Geisler, Peter, Sonka, Karel, Honda, Makoto, Högl, Birgit, Stefani, Ambra, Coelho, Fernando Morgadinho, Mantovani, Vilma, Feketeova, Eva, Wadelius, Mia, Eriksson, Niclas, Smedje, Hans, Hallberg, Pär, Hesla, Per Egil, Rye, David, Pelin, Zerrin, Ferini-Strambi, Luigi, Bassetti, Claudio L, Mathis, Johannes, Khatami, Ramin, Aran, Adi, Nampoothiri, Sheela, Olsson, Tomas, Kockum, Ingrid, Partinen, Markku, Perola, Markus, Kornum, Birgitte R, Rueger, Sina, Winkelmann, Juliane, Miyagawa, Taku, Toyoda, Hiromi, Khor, Seik-Soon, Shimada, Mihoko, Tokunaga, Katsushi, Rivas, Manuel, Pritchard, Jonathan K, Risch, Neil, Kutalik, Zoltan, O’Hara, Ruth, Hallmayer, Joachim, Ye, Chun Jimmie, and Mignot, Emmanuel J
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Medical Microbiology ,Biomedical and Clinical Sciences ,Clinical Sciences ,Biological Sciences ,Prevention ,Vaccine Related ,Influenza ,Autoimmune Disease ,Immunization ,Pneumonia & Influenza ,Emerging Infectious Diseases ,Infectious Diseases ,2.1 Biological and endogenous factors ,Aetiology ,Infection ,Inflammatory and immune system ,Good Health and Well Being ,Humans ,Autoimmunity ,Influenza ,Human ,Influenza A Virus ,H1N1 Subtype ,Autoimmune Diseases ,Influenza Vaccines ,Narcolepsy ,FinnGen - Abstract
Narcolepsy type 1 (NT1) is caused by a loss of hypocretin/orexin transmission. Risk factors include pandemic 2009 H1N1 influenza A infection and immunization with Pandemrix®. Here, we dissect disease mechanisms and interactions with environmental triggers in a multi-ethnic sample of 6,073 cases and 84,856 controls. We fine-mapped GWAS signals within HLA (DQ0602, DQB1*03:01 and DPB1*04:02) and discovered seven novel associations (CD207, NAB1, IKZF4-ERBB3, CTSC, DENND1B, SIRPG, PRF1). Significant signals at TRA and DQB1*06:02 loci were found in 245 vaccination-related cases, who also shared polygenic risk. T cell receptor associations in NT1 modulated TRAJ*24, TRAJ*28 and TRBV*4-2 chain-usage. Partitioned heritability and immune cell enrichment analyses found genetic signals to be driven by dendritic and helper T cells. Lastly comorbidity analysis using data from FinnGen, suggests shared effects between NT1 and other autoimmune diseases. NT1 genetic variants shape autoimmunity and response to environmental triggers, including influenza A infection and immunization with Pandemrix®.
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- 2023
6. Melatonin use among children, adolescents, and young adults: a Danish nationwide drug utilization study
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Bliddal, Mette, Kildegaard, Helene, Rasmussen, Lotte, Ernst, Martin, Jennum, Poul Jørgen, Mogensen, Stine Hasling, Pottegård, Anton, and Wesselhoeft, Rikke
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- 2023
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7. Transient intracranial pressure elevations (B waves) are associated with sleep apnea
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Riedel, Casper Schwartz, Martinez-Tejada, Isabel, Andresen, Morten, Wilhjelm, Jens E., Jennum, Poul, and Juhler, Marianne
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- 2023
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8. Autonomic dysfunction after mild acute ischemic stroke and six months after: a prospective observational cohort study
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Damkjær, Mathias, Simonsen, Sofie Amalie, Heiberg, Adam Vittrup, Mehlsen, Jesper, West, Anders Sode, Jennum, Poul, and Iversen, Helle Klingenberg
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- 2023
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9. Transient intracranial pressure elevations (B waves) are associated with sleep apnea
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Casper Schwartz Riedel, Isabel Martinez-Tejada, Morten Andresen, Jens E. Wilhjelm, Poul Jennum, and Marianne Juhler
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Obstructive sleep apnea ,Sleep-disordered breathing ,CPAP ,ICP ,Slow waves ,Hydrocephalus ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Repetitive transient intracranial pressure waveform elevations up to 50 mmHg (ICP B-waves) are often used to define pathological conditions and determine indications for ICP-reducing treatment. We recently showed that nocturnal transient ICP elevations are present in patients without structural brain lesions or hydrocephalus in whom they are associated with sleep apnea. However, whether this signifies a general association between ICP macropatterns and sleep apnea remains unknown. Methods We included 34 patients with hydrocephalus, or idiopathic intracranial hypertension (IIH), who were referred to the Neurosurgical Department, Copenhagen, Denmark, from 2017 to 2021. Every patient underwent diagnostic overnight ICP monitoring for clinical indications, with simultaneous polysomnography (PSG) sleep studies. All transient ICP elevations were objectively quantified in all patients. Three patients were monitored with continuous positive airway pressure (CPAP) treatment for an additional night. Results All patients had transient ICP elevations associated with sleep apnea. The mean temporal delay from sleep apnea to transient ICP elevations for all patients was 3.6 s (SEM 0.2 s). Ramp-type transient ICP elevations with a large increase in ICP were associated with rapid eye movement (REM) sleep and sinusoidal-type elevations with non-REM (NREM) sleep. In three patients treated with CPAP, the treatment reduced the number of transient ICP elevations with a mean of 37%. CPAP treatment resulted in insignificant changes in the average ICP in two patients but elevated the average ICP during sleep in one patient by 5.6 mmHg. Conclusion The findings suggest that sleep apnea causes a significant proportion of transient ICP elevations, such as B-waves, and sleep apnea should be considered in ICP evaluation. Treatment of sleep apnea with CPAP can reduce the occurrence of transient ICP elevations. More research is needed on the impact of slow oscillating mechanisms on transient ICP elevations during high ICP and REM sleep.
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- 2023
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10. Age estimation from sleep studies using deep learning predicts life expectancy
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Brink-Kjaer, Andreas, Leary, Eileen B, Sun, Haoqi, Westover, M Brandon, Stone, Katie L, Peppard, Paul E, Lane, Nancy E, Cawthon, Peggy M, Redline, Susan, Jennum, Poul, Sorensen, Helge BD, and Mignot, Emmanuel
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Sleep Research ,Neurosciences ,Lung ,Aging ,Good Health and Well Being - Abstract
Sleep disturbances increase with age and are predictors of mortality. Here, we present deep neural networks that estimate age and mortality risk through polysomnograms (PSGs). Aging was modeled using 2500 PSGs and tested in 10,699 PSGs from men and women in seven different cohorts aged between 20 and 90. Ages were estimated with a mean absolute error of 5.8 ± 1.6 years, while basic sleep scoring measures had an error of 14.9 ± 6.29 years. After controlling for demographics, sleep, and health covariates, each 10-year increment in age estimate error (AEE) was associated with increased all-cause mortality rate of 29% (95% confidence interval: 20-39%). An increase from -10 to +10 years in AEE translates to an estimated decreased life expectancy of 8.7 years (95% confidence interval: 6.1-11.4 years). Greater AEE was mostly reflected in increased sleep fragmentation, suggesting this is an important biomarker of future health independent of sleep apnea.
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- 2022
11. MSED: a multi-modal sleep event detection model for clinical sleep analysis
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Olesen, Alexander Neergaard, Jennum, Poul, Mignot, Emmanuel, and Sorensen, Helge B. D.
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Computer Science - Computer Vision and Pattern Recognition ,Computer Science - Machine Learning ,Electrical Engineering and Systems Science - Signal Processing ,Statistics - Applications ,Statistics - Machine Learning - Abstract
Clinical sleep analysis require manual analysis of sleep patterns for correct diagnosis of sleep disorders. However, several studies have shown significant variability in manual scoring of clinically relevant discrete sleep events, such as arousals, leg movements, and sleep disordered breathing (apneas and hypopneas). We investigated whether an automatic method could be used for event detection and if a model trained on all events (joint model) performed better than corresponding event-specific models (single-event models). We trained a deep neural network event detection model on 1653 individual recordings and tested the optimized model on 1000 separate hold-out recordings. F1 scores for the optimized joint detection model were 0.70, 0.63, and 0.62 for arousals, leg movements, and sleep disordered breathing, respectively, compared to 0.65, 0.61, and 0.60 for the optimized single-event models. Index values computed from detected events correlated positively with manual annotations ($r^2$ = 0.73, $r^2$ = 0.77, $r^2$ = 0.78, respectively). We furthermore quantified model accuracy based on temporal difference metrics, which improved overall by using the joint model compared to single-event models. Our automatic model jointly detects arousals, leg movements and sleep disordered breathing events with high correlation with human annotations. Finally, we benchmark against previous state-of-the-art multi-event detection models and found an overall increase in F1 score with our proposed model despite a 97.5% reduction in model size. Source code for training and inference is available at https://github.com/neergaard/msed.git., Comment: 10 pages, 4 figures. Accepted for publication in IEEE Transactions on Biomedical Engineering
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- 2021
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12. Circadian Temperature in Moderate to Severe Acute Stroke Patients
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Jakob Ginsbak Notland, Helle K. Iversen, Poul Jennum, and Anders S. West
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stroke ,temperature ,circadian rhythm ,polysomnography ,neurorehabilitation ,Biology (General) ,QH301-705.5 - Abstract
Background: Stroke patients often present circadian disruption due to multiple causes e.g., primary disease, comorbidities, medication, immobilization, reduced daylight entrainment and sleep disturbances. Objective: To investigate the circadian rhythm of temperature in forehead skin in patients with moderate to severe stroke admitted for rehabilitation. Methods: A physiologic study in form of a secondary analysis of a former randomized study. In total 27 patients with moderate to severe stroke were included between May 1st 2014, and June 1st 2015. Circadian temperature was collected approx. seven days after admission at the acute stroke unit by a skin surface temperature probe as part of a Polysomnography (PSG) measurement. Results: Temperature variations show no circadian rhythm (Type 3 tests of fixed effects by SAS, p = 0.1610). The median temperature variance did fluctuate, but not significantly, and the small changes in circadian temperature variance did not follow the normal temperature variance. Conclusion: Patients with moderate to severe stroke show an abrogated circadian rhythm of temperature. There is an unmet need to understand the mechanisms for this, significance for stroke outcome and treatment.
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- 2024
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13. Automatic sleep stage classification with deep residual networks in a mixed-cohort setting
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Olesen, Alexander Neergaard, Jennum, Poul, Mignot, Emmanuel, and Sorensen, Helge B D
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Computer Science - Computer Vision and Pattern Recognition ,Electrical Engineering and Systems Science - Signal Processing ,Statistics - Applications ,Statistics - Machine Learning - Abstract
Study Objectives: Sleep stage scoring is performed manually by sleep experts and is prone to subjective interpretation of scoring rules with low intra- and interscorer reliability. Many automatic systems rely on few small-scale databases for developing models, and generalizability to new datasets is thus unknown. We investigated a novel deep neural network to assess the generalizability of several large-scale cohorts. Methods: A deep neural network model was developed using 15684 polysomnography studies from five different cohorts. We applied four different scenarios: 1) impact of varying time-scales in the model; 2) performance of a single cohort on other cohorts of smaller, greater or equal size relative to the performance of other cohorts on a single cohort; 3) varying the fraction of mixed-cohort training data compared to using single-origin data; and 4) comparing models trained on combinations of data from 2, 3, and 4 cohorts. Results: Overall classification accuracy improved with increasing fractions of training data (0.25$\%$: 0.782 $\pm$ 0.097, 95$\%$ CI [0.777-0.787]; 100$\%$: 0.869 $\pm$ 0.064, 95$\%$ CI [0.864-0.872]), and with increasing number of data sources (2: 0.788 $\pm$ 0.102, 95$\%$ CI [0.787-0.790]; 3: 0.808 $\pm$ 0.092, 95$\%$ CI [0.807-0.810]; 4: 0.821 $\pm$ 0.085, 95$\%$ CI [0.819-0.823]). Different cohorts show varying levels of generalization to other cohorts. Conclusions: Automatic sleep stage scoring systems based on deep learning algorithms should consider as much data as possible from as many sources available to ensure proper generalization. Public datasets for benchmarking should be made available for future research., Comment: Author's original version. This article has been accepted for publication in SLEEP published by Oxford University Press
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- 2020
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14. Deep transfer learning for improving single-EEG arousal detection
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Olesen, Alexander Neergaard, Jennum, Poul, Mignot, Emmanuel, and Sorensen, Helge B. D.
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Computer Science - Computer Vision and Pattern Recognition ,Electrical Engineering and Systems Science - Signal Processing ,Statistics - Applications ,Statistics - Machine Learning - Abstract
Datasets in sleep science present challenges for machine learning algorithms due to differences in recording setups across clinics. We investigate two deep transfer learning strategies for overcoming the channel mismatch problem for cases where two datasets do not contain exactly the same setup leading to degraded performance in single-EEG models. Specifically, we train a baseline model on multivariate polysomnography data and subsequently replace the first two layers to prepare the architecture for single-channel electroencephalography data. Using a fine-tuning strategy, our model yields similar performance to the baseline model (F1=0.682 and F1=0.694, respectively), and was significantly better than a comparable single-channel model. Our results are promising for researchers working with small databases who wish to use deep learning models pre-trained on larger databases., Comment: Accepted for presentation at EMBC2020
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- 2020
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15. Usage and impact of patient‐reported outcomes in epilepsy
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Kristl Vonck, Arnaud Biraben, Magdalena Bosak, Poul Jørgen Jennum, Vasilios K Kimiskidis, Petr Marusic, James W. Mitchell, Lara N. Ferreira, Martina Ondrušová, Adrian Pana, Ulf Persson, Tim J. vonOertzen, and Simona Lattanzi
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economics ,epilepsy ,patient‐reported outcomes ,seizure ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Abstract Background The use of patient‐reported outcomes (PRO) in clinical practice is gaining increasing attention. This study aimed to provide a critical assessment of the current state‐of‐the‐art and beliefs about the use of PRO in the management of people with epilepsy across some European countries. Methods Structured interviews were conducted with European experts to collect insights about (I) the personal experience with PRO; (II) the value and impact of PRO in the decision‐making process at the national level; and (III) the interest for and use of PRO by national health authorities. Results Nine neurologists (Austria, Belgium, Czechia, Denmark, France, Greece, Italy, Poland, and United Kingdom), three health economists (Portugal, Romania, and Sweden), and one epidemiologist (Slovakia) participated. They all stated that PRO are collected at their own countries in the context of clinical trials and/or specific projects. During everyday clinical practice, PRO are collected routinely/almost routinely in Austria and Sweden and only at the discretion of the treating physicians in Czechia, Denmark, France, Greece, and Portugal. There was complete consensus about the favorable impact that the PRO can have in terms of clinical outcomes, healthcare resources utilization, and general patient satisfaction. Only participants from Portugal and Sweden answered that the PRO are perceived as very important by the National Health Authorities of their respective countries. Conclusions Differences exist in attitudes and perspectives about PRO in epilepsy across Europe. An active plan is warranted to harmonize the measurement of PRO and ensure they can be relevant to people with epilepsy and health services.
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- 2023
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16. Sleep impairments in refugees diagnosed with post-traumatic stress disorder: a polysomnographic and self-report study
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Mia Beicher Ansbjerg, Hinuga Sandahl, Lone Baandrup, Poul Jennum, and Jessica Carlsson
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polysomnography ,post-traumatic stress disorder ,refugees ,trauma ,sleep disturbances ,sleep quality ,Psychiatry ,RC435-571 - Abstract
Background: Post-traumatic stress disorder (PTSD) is the clinical manifestation of traumatic events and is associated with sleep disturbances. Sleep disturbances, if left untreated, may perpetuate or even worsen symptoms of PTSD. Previous studies of other PTSD populations show a higher incidence of sleep impairments and sleep disorders compared to healthy controls (HCs); however, this has never been investigated in trauma-affected refugees diagnosed with PTSD. Objectives: To examine subjective sleep quality, measure sleep architecture, and identify latent sleep disorders in refugees diagnosed with PTSD compared to HCs. Method: This comparative study included 20 trauma-affected refugees diagnosed with PTSD and 20 HC matched on age, sex, and body mass index. All participants completed self-report questionnaires assessing sleep quality, insomnia severity, and disturbing nocturnal behaviour, and all took part in a one-night polysomnography (PSG) assessment. Results: Patients reported significantly poorer subjective sleep quality, sleep latency, sleep duration, and sleep efficiency compared to HCs. Subjective reports on hours spent in bed were not significantly different between patients and HCs. Patients reported significantly higher nightmare frequency and severity compared to HCs. PSG measures showed that patients had significantly reduced sleep efficiency, more awakenings, and longer REM sleep latency, and spent more time awake, whereas there was no significant differences regarding total time in bed, total sleep time, or sleep latency. The prevalence of sleep disorders was equal between groups. Conclusions: The study identified significant impairments in several sleep domains, with a preponderance of disturbed regulation of sleep resulting in awakenings. These results indicate a need for more focus on hyperarousal and nightmares as key elements of disturbed sleep in PTSD. Furthermore, the study identified a discrepancy between subjective and objective measures concerning total sleep time, raising questions regarding the causes of ‘sleep state misperception’. Trial registration: ClinicalTrials.gov identifier: NCT03535636.. Trial registration: Sleep Impairments in Refugees Diagnosed with PTSD (PSG-PTSD). URL: https://clinicaltrials.gov/ct2/show/NCT03535636. ClinicalTrials.gov NCT03535636. Date of registration: 24/05/2018.
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- 2023
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17. Narcolepsy risk loci outline role of T cell autoimmunity and infectious triggers in narcolepsy
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Hanna M. Ollila, Eilon Sharon, Ling Lin, Nasa Sinnott-Armstrong, Aditya Ambati, Selina M. Yogeshwar, Ryan P. Hillary, Otto Jolanki, Juliette Faraco, Mali Einen, Guo Luo, Jing Zhang, Fang Han, Han Yan, Xiao Song Dong, Jing Li, Jun Zhang, Seung-Chul Hong, Tae Won Kim, Yves Dauvilliers, Lucie Barateau, Gert Jan Lammers, Rolf Fronczek, Geert Mayer, Joan Santamaria, Isabelle Arnulf, Stine Knudsen-Heier, May Kristin Lyamouri Bredahl, Per Medbøe Thorsby, Giuseppe Plazzi, Fabio Pizza, Monica Moresco, Catherine Crowe, Stephen K. Van den Eeden, Michel Lecendreux, Patrice Bourgin, Takashi Kanbayashi, Francisco J. Martínez-Orozco, Rosa Peraita-Adrados, Antonio Benetó, Jacques Montplaisir, Alex Desautels, Yu-Shu Huang, FinnGen, Poul Jennum, Sona Nevsimalova, David Kemlink, Alex Iranzo, Sebastiaan Overeem, Aleksandra Wierzbicka, Peter Geisler, Karel Sonka, Makoto Honda, Birgit Högl, Ambra Stefani, Fernando Morgadinho Coelho, Vilma Mantovani, Eva Feketeova, Mia Wadelius, Niclas Eriksson, Hans Smedje, Pär Hallberg, Per Egil Hesla, David Rye, Zerrin Pelin, Luigi Ferini-Strambi, Claudio L. Bassetti, Johannes Mathis, Ramin Khatami, Adi Aran, Sheela Nampoothiri, Tomas Olsson, Ingrid Kockum, Markku Partinen, Markus Perola, Birgitte R. Kornum, Sina Rueger, Juliane Winkelmann, Taku Miyagawa, Hiromi Toyoda, Seik-Soon Khor, Mihoko Shimada, Katsushi Tokunaga, Manuel Rivas, Jonathan K. Pritchard, Neil Risch, Zoltan Kutalik, Ruth O’Hara, Joachim Hallmayer, Chun Jimmie Ye, and Emmanuel J. Mignot
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Science - Abstract
Abstract Narcolepsy type 1 (NT1) is caused by a loss of hypocretin/orexin transmission. Risk factors include pandemic 2009 H1N1 influenza A infection and immunization with Pandemrix®. Here, we dissect disease mechanisms and interactions with environmental triggers in a multi-ethnic sample of 6,073 cases and 84,856 controls. We fine-mapped GWAS signals within HLA (DQ0602, DQB1*03:01 and DPB1*04:02) and discovered seven novel associations (CD207, NAB1, IKZF4-ERBB3, CTSC, DENND1B, SIRPG, PRF1). Significant signals at TRA and DQB1*06:02 loci were found in 245 vaccination-related cases, who also shared polygenic risk. T cell receptor associations in NT1 modulated TRAJ*24, TRAJ*28 and TRBV*4-2 chain-usage. Partitioned heritability and immune cell enrichment analyses found genetic signals to be driven by dendritic and helper T cells. Lastly comorbidity analysis using data from FinnGen, suggests shared effects between NT1 and other autoimmune diseases. NT1 genetic variants shape autoimmunity and response to environmental triggers, including influenza A infection and immunization with Pandemrix®.
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- 2023
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18. U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging
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Perslev, Mathias, Jensen, Michael Hejselbak, Darkner, Sune, Jennum, Poul Jørgen, and Igel, Christian
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Computer Science - Machine Learning ,Electrical Engineering and Systems Science - Signal Processing ,Statistics - Machine Learning - Abstract
Neural networks are becoming more and more popular for the analysis of physiological time-series. The most successful deep learning systems in this domain combine convolutional and recurrent layers to extract useful features to model temporal relations. Unfortunately, these recurrent models are difficult to tune and optimize. In our experience, they often require task-specific modifications, which makes them challenging to use for non-experts. We propose U-Time, a fully feed-forward deep learning approach to physiological time series segmentation developed for the analysis of sleep data. U-Time is a temporal fully convolutional network based on the U-Net architecture that was originally proposed for image segmentation. U-Time maps sequential inputs of arbitrary length to sequences of class labels on a freely chosen temporal scale. This is done by implicitly classifying every individual time-point of the input signal and aggregating these classifications over fixed intervals to form the final predictions. We evaluated U-Time for sleep stage classification on a large collection of sleep electroencephalography (EEG) datasets. In all cases, we found that U-Time reaches or outperforms current state-of-the-art deep learning models while being much more robust in the training process and without requiring architecture or hyperparameter adaptation across tasks., Comment: To appear in Advances in Neural Information Processing Systems (NeurIPS), 2019
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- 2019
19. Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram
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Olesen, Alexander Neergaard, Chambon, Stanislas, Thorey, Valentin, Jennum, Poul, Mignot, Emmanuel, and Sorensen, Helge B. D.
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Electrical Engineering and Systems Science - Signal Processing ,Computer Science - Machine Learning ,Statistics - Machine Learning - Abstract
Much attention has been given to automatic sleep staging algorithms in past years, but the detection of discrete events in sleep studies is also crucial for precise characterization of sleep patterns and possible diagnosis of sleep disorders. We propose here a deep learning model for automatic detection and annotation of arousals and leg movements. Both of these are commonly seen during normal sleep, while an excessive amount of either is linked to disrupted sleep patterns, excessive daytime sleepiness impacting quality of life, and various sleep disorders. Our model was trained on 1,485 subjects and tested on 1,000 separate recordings of sleep. We tested two different experimental setups and found optimal arousal detection was attained by including a recurrent neural network module in our default model with a dynamic default event window (F1 = 0.75), while optimal leg movement detection was attained using a static event window (F1 = 0.65). Our work show promise while still allowing for improvements. Specifically, future research will explore the proposed model as a general-purpose sleep analysis model., Comment: Accepted for publication in 41st International Engineering in Medicine and Biology Conference (EMBC), July 23-27, 2019
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- 2019
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20. Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness
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Brink-Kjaer, Andreas, Olesen, Alexander Neergaard, Peppard, Paul E., Stone, Katie L., Jennum, Poul, Mignot, Emmanuel, and Sorensen, Helge B. D.
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Quantitative Biology - Neurons and Cognition ,Computer Science - Neural and Evolutionary Computing - Abstract
Cortical arousals are transient events of disturbed sleep that occur spontaneously or in response to stimuli such as apneic events. The gold standard for arousal detection in human polysomnographic recordings (PSGs) is manual annotation by expert human scorers, a method with significant interscorer variability. In this study, we developed an automated method, the Multimodal Arousal Detector (MAD), to detect arousals using deep learning methods. The MAD was trained on 2,889 PSGs to detect both cortical arousals and wakefulness in 1 second intervals. Furthermore, the relationship between MAD-predicted labels on PSGs and next day mean sleep latency (MSL) on a multiple sleep latency test (MSLT), a reflection of daytime sleepiness, was analyzed in 1447 MSLT instances in 873 subjects. In a dataset of 1,026 PSGs, the MAD achieved a F1 score of 0.76 for arousal detection, while wakefulness was predicted with an accuracy of 0.95. In 60 PSGs scored by multiple human expert technicians, the MAD significantly outperformed the average human scorer for arousal detection with a difference in F1 score of 0.09. After controlling for other known covariates, a doubling of the arousal index was associated with an average decrease in MSL of 40 seconds ($\beta$ = -0.67, p = 0.0075). The MAD outperformed the average human expert and the MAD-predicted arousals were shown to be significant predictors of MSL, which demonstrate clinical validity the MAD., Comment: 40 pages, 13 figures, 9 tables
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- 2019
21. Automatic detection of cortical arousals in sleep and their contribution to daytime sleepiness
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Brink-Kjaer, Andreas, Olesen, Alexander Neergaard, Peppard, Paul E, Stone, Katie L, Jennum, Poul, Mignot, Emmanuel, and Sorensen, Helge BD
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Biomedical and Clinical Sciences ,Cardiovascular Medicine and Haematology ,Clinical Research ,Basic Behavioral and Social Science ,Behavioral and Social Science ,Sleep Research ,Adolescent ,Adult ,Aged ,Aged ,80 and over ,Arousal ,Cerebral Cortex ,Child ,Disorders of Excessive Somnolence ,Electroencephalography ,Electromyography ,Female ,Humans ,Male ,Middle Aged ,Models ,Neurological ,Neural Networks ,Computer ,Polysomnography ,Sleep ,Young Adult ,Automatic detection ,Deep neural networks ,Daytime sleepiness ,MSLT ,Engineering ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery ,Neurosciences - Abstract
ObjectiveSignificant interscorer variability is found in manual scoring of arousals in polysomnographic recordings (PSGs). We propose a fully automatic method, the Multimodal Arousal Detector (MAD), for detecting arousals.MethodsA deep neural network was trained on 2,889 PSGs to detect cortical arousals and wakefulness in 1-second intervals. Furthermore, the relationship between MAD-predicted labels on PSGs and next day mean sleep latency (MSL) on a multiple sleep latency test (MSLT), a reflection of daytime sleepiness, was analyzed in 1447 MSLT instances in 873 subjects.ResultsIn a dataset of 1,026 PSGs, the MAD achieved an F1 score of 0.76 for arousal detection, while wakefulness was predicted with an accuracy of 0.95. In 60 PSGs scored by nine expert technicians, the MAD performed comparable to four and significantly outperformed five expert technicians for arousal detection. After controlling for known covariates, a doubling of the arousal index was associated with an average decrease in MSL of 40 seconds (p = 0.0075).ConclusionsThe MAD performed better or comparable to human expert scorers. The MAD-predicted arousals were shown to be significant predictors of MSL.SignificanceThis study validates a fully automatic method for scoring arousals in PSGs.
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- 2020
22. Autonomic dysfunction after mild acute ischemic stroke and six months after: a prospective observational cohort study
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Mathias Damkjær, Sofie Amalie Simonsen, Adam Vittrup Heiberg, Jesper Mehlsen, Anders Sode West, Poul Jennum, and Helle Klingenberg Iversen
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Stroke ,Autonomic Dysfunction ,Tilt-table test ,Valsalva maneuver ,Heart rate response to deep breathing ,Active standing ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Introduction Autonomic dysfunction is prevalent in ischemic stroke patients and associated with a worse clinical outcome. We aimed to evaluate autonomic dysfunction over time and the tolerability of the head-up tilt table test in an acute stroke setting to optimize patient care. Patients and method In a prospective observational cohort study, patients were consecutively recruited from an acute stroke unit. The patients underwent heart rate and blood pressure analysis during the Valsalva maneuver, deep breathing, active standing, and head-up tilt table test if active standing was tolerated. In addition, heart rate variability and catecholamines were measured. All tests were performed within seven days after index ischemic stroke and repeated at six months follow-up. Results The cohort was comprised of 91 acute stroke patients, mean (SD) age 66 (11) years, median (IQR) initial National Institute of Health Stroke Scale 2 (1–4) and modified Ranking Scale 2 (1–3). The head-up tilt table test revealed 7 patients (10%) with orthostatic hypotension. The examination was terminated before it was completed in 15%, but none developed neurological symptoms. In the acute state the prevalence of autonomic dysfunction varied between 10–100% depending on the test. No changes were found in presence and severity of autonomic dysfunction over time. Conclusion In this cohort study of patients with mild stroke, autonomic dysfunction was highly prevalent and persisted six months after index stroke. Head-up tilt table test may be used in patients who tolerate active standing. Autonomic dysfunction should be recognized and handled in the early phase after stroke.
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- 2023
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23. Sleep-disordered breathing and cerebral small vessel disease—acute and 6 months after ischemic stroke
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Simonsen, Sofie Amalie, Andersen, Adam Vittrup, West, Anders Sode, Wolfram, Frauke, Jennum, Poul, and Iversen, Helle K.
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- 2022
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24. Prevalence of sleep apnea in unselected patients with atrial fibrillation by a home-monitoring device: The DAN-APNO study
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Mads Hashiba Jensen, Frederik Dalgaard, Rasmus Rude Laub, Vibeke Gottlieb, Olav W Nielsen, Jim Hansen, Morten Lock Hansen, Poul Jennum, and Morten Lamberts
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Atrial fibrillation ,Sleep apnea ,Remote testing ,Digital health ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background: Sleep apnea (SA), a modifiable risk factor in - atrial fibrillation (AF), is associated with worse outcomes in AF. We aimed to assess the prevalence and severity of SA in patients with AF, and, subsequently, to assess the positive predictive value (PPV) of moderate to severe SA by a home-monitoring device in comparison to cardio-respiratory monitoring (CRM) in consecutive patients with AF. Methods: This cross-sectional study recruited unselected patients with AF without known SA from an out-patient clinic at Department of Cardiology, Herlev-Gentofte University Hospital. Participants underwent four consecutive nights of sleep-recording with the home-monitoring device NightOwl™ (NO). Moderate SA was defined as an Apnea-Hypopnea Index (AHI) of 15–29 and severe SA as ≥ 30 AHI. Participants with moderate to severe SA was offered CRM for validation of the diagnosis. Results: We included 126 patients with AF with a median age of 68 (interquartile range: 60–75) years, 42 (33 %) women, 70 (56 %) hypertension, 61 (48 %) hyperlipidemia and 49 (39 %) heart failure. NO detected severe SA in 36 (29 %) of patients with AF, moderate SA in 35 (28 %), mild SA in 45 (36 %) and no SA in 10 (8 %). Of 71 patients with moderate to severe SA by NO, 38 patients underwent CRM and the PPV of NO was 0.82 (31/38) to diagnose moderate SA and 0.92 (22/24) to diagnose severe SA by CRM. Conclusion: Moderate to severe SA by NO was highly prevalent in patients with AF without known SA. A home-monitoring device such as NO could be an easy and feasible SA screening tool in patients with AF.
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- 2023
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25. Use of melatonin in children and adolescents with idiopathic chronic insomnia: a systematic review, meta-analysis, and clinical recommendationResearch in context
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Henriette Edemann-Callesen, Henning Keinke Andersen, Anja Ussing, Anne Virring, Poul Jennum, Nanette Mol Debes, Torben Laursen, Lone Baandrup, Christina Gade, Jette Dettmann, Jonas Holm, Camilla Krogh, Kirsten Birkefoss, Simon Tarp, and Mina Nicole Händel
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Children and adolescents ,Idiopathic ,Chronic insomnia ,Melatonin ,Evidence-based recommendation ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Melatonin prescriptions for children and adolescents have increased substantially during the last decade. Existing clinical recommendations focus on melatonin as a treatment for insomnia related to neurodevelopmental disorders. To help guide clinical decision-making, we aimed to construct a recommendation on the use of melatonin in children and adolescents aged 5–20 years with idiopathic chronic insomnia. Methods: A systematic search for guidelines, systematic reviews and randomised controlled trials (RCT) were performed in Medline, Embase, Cochrane Library, PsycInfo, Cinahl, Guidelines International Network, Trip Database, Canadian Agency for Drugs and Technologies in Health, American Academy of Sleep Medicine, European Sleep Research Society and Scandinavian Health Authorities databases. A search for adverse events in otherwise healthy children and adolescents was also performed. The latest search for guidelines, systematic reviews, and adverse events was performed on March 18, 2023. The latest search for RCTs was performed on to February 6, 2023. The language was restricted to English, Danish, Norwegian, and Swedish. Eligible participants were children and adolescents (5–20 years of age) with idiopathic chronic insomnia, in whom sleep hygiene practices have been inadequate and melatonin was tested. There were no restrictions on dosage, duration of treatment, time of consumption, or release formula. Primary outcomes were quality of sleep, daytime functioning and serious adverse events. Secondary outcomes included total sleep time, sleep latency, awakenings, drowsiness, quality of life, all-cause dropouts, and non-serious adverse events. Outcomes were assessed at different time points to assess short-term and long-term effects. Meta-analysis was performed using inverse variance random-effects model and risk of bias was assessed using Cochrane risk of bias tool. If possible, funnel plots would be constructed to investigate publication bias. Heterogeneity was calculated via I2 statistics. A multidisciplinary guideline panel formulated the recommendation according to Grading of Recommendations Assessment, Development and Evaluation (GRADE). The certainty of evidence was considered either high, moderate, low or very low depending on the extent of risk of bias, inconsistency, imprecision, indirectness, or publication bias. The evidence-to-decision framework was subsequently used to discuss the feasibility and acceptance of the constructed recommendation alongside the impact on resources and equity. The protocol is registered with the Danish Health Authority. Findings: We included eight RCTs with 419 children and adolescents with idiopathic chronic insomnia. Melatonin led to a moderate increase in total sleep time by 30.33 min (95% confidence interval (CI) 18.96–41.70, 4 studies, I2 = 0%) and a moderate reduction in sleep latency by 18.03 min (95% CI −26.61 to −9.44, 3 studies, I2 = 0%), both as assessed by sleep diary. No other beneficial effects were found. None of the studies provided information on serious adverse events, yet the number of participants experiencing non-serious adverse events was increased (Relative risk 3.44, 95% CI 1.25–9.42, 4 studies, I2 = 0%). Funnel plots were not constructed due to the low number of studies. The certainty of evidence was very low on the quality of sleep and low for daytime functioning. Interpretation: Evidence of very low certainty shows that benefits are limited and unwanted events are likely when melatonin is used to treat otherwise healthy children and adolescents with chronic insomnia. Melatonin should never be the first choice of treatment for this particular population, yet carefully monitored short-term use may be considered if sleep hygiene practices and non-pharmacological interventions have proven inadequate, and only if daytime function is compromised. Funding: The Danish Health Authority and the Parker Institute, Bispebjerg and Frederiksberg Hospital supported by the Oak Foundation.
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- 2023
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26. Use of melatonin for children and adolescents with chronic insomnia attributable to disorders beyond indication: a systematic review, meta-analysis and clinical recommendationResearch in context
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Henriette Edemann-Callesen, Henning Keinke Andersen, Anja Ussing, Anne Virring, Poul Jennum, Nanette Mol Debes, Torben Laursen, Lone Baandrup, Christina Gade, Jette Dettmann, Jonas Holm, Camilla Krogh, Kirsten Birkefoss, Simon Tarp, and Mina Nicole Händel
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Children and adolescents ,Chronic insomnia ,Melatonin ,Underlying disorders ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Melatonin has become a widely used sleeping aid for young individuals currently not included in existing guidelines. The aim was to develop a recommendation on the use of melatonin in children and adolescents aged 2–20 years, with chronic insomnia due to disorders beyond indication. Methods: We performed a systematic search for guidelines, systematic reviews, and randomised trials (RCTs) in Medline, Embase, Cochrane Library, PsycInfo, Cinahl, Guidelines International Network, Trip Database, Canadian Agency for Drugs and Technologies in Health, American Academy of Sleep Medicine, European Sleep Research Society and Scandinavian Health Authorities databases. A separate search for adverse events was also performed. The latest search for guidelines, systematic reviews, and adverse events was performed on March 17, 2023. The latest search for RCTs was performed on to February 6, 2023. The language was restricted to English, Danish, Norwegian, and Swedish. Eligible participants were children and adolescents (2–20 years of age) with chronic insomnia due to underlying disorders, in whom sleep hygiene practices have been inadequate and melatonin was tested. Studies exclusively on autism spectrum disorders or attention deficit hyperactive disorder were excluded. There were no restrictions on dosage, duration of treatment, time of consumption or release formula. Primary outcomes were quality of sleep, daytime functioning and serious adverse events, assessed at 2–4 weeks post-treatment. Secondary outcomes included total sleep time, sleep latency, awakenings, drowsiness, quality of life, non-serious adverse events, and all-cause dropouts (assessed at 2–4 weeks post-treatment), plus quality of sleep and daytime functioning (assessed at 3–6 months post-treatment). Pooled estimates were calculated using inverse variance random effects model. Statistical heterogeneity was calculated using I2 statistics. Risk of bias was assessed using Cochrane risk of bias tool. Publication bias was assessed using funnel plots. A multidisciplinary guideline panel constructed the recommendation using Grades of Recommendation, Assessment, Development and Evaluation (GRADE). The certainty of evidence was considered either high, moderate, low or very low depending on the extent of risk of bias, inconsistency, imprecision, indirectness, or publication bias. The evidence-to-decision framework was used to discuss the feasibility and acceptance of the constructed recommendation and its impact on resources and equity. The protocol is registered with the Danish Health Authority. Findings: We identified 13 RCTs, including 403 patients with a wide range of conditions. Melatonin reduced sleep latency by 14.88 min (95% CI 23.42–6.34, 9 studies, I2 = 60%) and increased total sleep time by 18.97 min (95% CI 0.37–37.57, 10 studies, I2 = 57%). The funnel plot for total sleep time showed no apparent indication of publication bias. No other clinical benefits were found. The number of patients experiencing adverse events was not statistically increased however, safety data was scarce. Certainty of evidence was low. Interpretation: Low certainty evidence supports a moderate effect of melatonin in treating sleep continuity parameters in children and adolescents with chronic insomnia due to primarily medical disorders beyond indication. The off-label use of melatonin for these patients should never be the first choice of treatment, but may be considered by medical specialists with knowledge of the underlying disorder and if non-pharmacological interventions are inadequate. If treatment with melatonin is initiated, adequate follow-up to evaluate treatment effect and adverse events is essential. Funding: The Danish Health Authority. The Parker Institute, Bispebjerg and Frederiksberg Hospital, supported by the Oak Foundation.
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- 2023
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27. The short-term and long-term adverse effects of melatonin treatment in children and adolescents: a systematic review and GRADE assessmentResearch in context
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Mina Nicole Händel, Henning Keinke Andersen, Anja Ussing, Anne Virring, Poul Jennum, Nanette Mol Debes, Torben Laursen, Lone Baandrup, Christina Gade, Jette Dettmann, Jonas Holm, Camilla Krogh, Kirsten Birkefoss, Simon Tarp, Mette Bliddal, and Henriette Edemann-Callesen
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Melatonin ,Children and adolescents ,Safety ,Long-term effects ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Currently, melatonin is used to treat children and adolescents with insomnia without knowing the full extent of the short-term and long-term consequences. Our aim was to provide clinicians and guideline panels with a systematic assessment of serious—and non-serious adverse events seen in continuation of melatonin treatment and the impact on pubertal development and bone health following long-term administration in children and adolescents with chronic insomnia. Methods: We searched PubMed, Embase, Cinahl and PsycINFO via Ovid, up to March 17, 2023, for studies on melatonin treatment among children and adolescents (aged 5–20 years) with chronic insomnia. The language was restricted to English, Danish, Norwegian, and Swedish. Outcomes were non-serious adverse events and serious adverse events assessed 2–4 weeks after initiating treatment and pubertal development and bone health, with no restriction on definition or time of measurement. Observational studies were included for the assessment of long-term outcomes, and serious and non-serious adverse events were assessed via randomised studies. The certainty of the evidence was assessed using Grades of Recommendation, Assessment, Development and Evaluation (GRADE). The protocol is registered with the Danish Health Authority. Findings: We identified 22 randomised studies with 1350 patients reporting on serious—and non-serious adverse events and four observational studies with a total of 105 patients reporting on pubertal development. Melatonin was not associated with serious adverse events, yet the number of patients experiencing non-serious adverse events was increased (Relative risk 1.56, 95% CI 1.01–2.43, 17 studies, I2 = 47%). Three studies reported little or no influence on pubertal development following 2–4 years of treatment, whereas one study registered a potential delay following longer treatment durations (>7 years). These findings need further evaluation due to several methodological limitations. Interpretation: Children who use melatonin are likely to experience non-serious adverse events, yet the actual extent to which melatonin leads to non-serious adverse events and the long-term consequences remain uncertain. This major gap of knowledge on safety calls for caution against complacent use of melatonin in children and adolescents with chronic insomnia and for more research to inform clinicians and guideline panels on this key issue. Funding: The Danish Health Authority. The Parker Institute, Bispebjerg and Frederiksberg Hospital, supported by the Oak Foundation.
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- 2023
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28. Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms
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Olesen, Alexander Neergaard, Jennum, Poul, Peppard, Paul, Mignot, Emmanuel, and Sorensen, Helge Bjarup Dissing
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Computer Science - Computer Vision and Pattern Recognition ,Electrical Engineering and Systems Science - Signal Processing ,Statistics - Machine Learning - Abstract
We have developed an automatic sleep stage classification algorithm based on deep residual neural networks and raw polysomnogram signals. Briefly, the raw data is passed through 50 convolutional layers before subsequent classification into one of five sleep stages. Three model configurations were trained on 1850 polysomnogram recordings and subsequently tested on 230 independent recordings. Our best performing model yielded an accuracy of 84.1% and a Cohen's kappa of 0.746, improving on previous reported results by other groups also using only raw polysomnogram data. Most errors were made on non-REM stage 1 and 3 decisions, errors likely resulting from the definition of these stages. Further testing on independent cohorts is needed to verify performance for clinical use.
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- 2018
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29. Age estimation from sleep studies using deep learning predicts life expectancy
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Andreas Brink-Kjaer, Eileen B. Leary, Haoqi Sun, M. Brandon Westover, Katie L. Stone, Paul E. Peppard, Nancy E. Lane, Peggy M. Cawthon, Susan Redline, Poul Jennum, Helge B. D. Sorensen, and Emmanuel Mignot
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Sleep disturbances increase with age and are predictors of mortality. Here, we present deep neural networks that estimate age and mortality risk through polysomnograms (PSGs). Aging was modeled using 2500 PSGs and tested in 10,699 PSGs from men and women in seven different cohorts aged between 20 and 90. Ages were estimated with a mean absolute error of 5.8 ± 1.6 years, while basic sleep scoring measures had an error of 14.9 ± 6.29 years. After controlling for demographics, sleep, and health covariates, each 10-year increment in age estimate error (AEE) was associated with increased all-cause mortality rate of 29% (95% confidence interval: 20–39%). An increase from −10 to +10 years in AEE translates to an estimated decreased life expectancy of 8.7 years (95% confidence interval: 6.1–11.4 years). Greater AEE was mostly reflected in increased sleep fragmentation, suggesting this is an important biomarker of future health independent of sleep apnea.
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- 2022
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30. Efficacy and Acceptability of Intermittent Aerobic Exercise on Polysomnography‐Measured Sleep in People With Rheumatoid Arthritis With Self‐Reported Sleep Disturbance: A Randomized Controlled Trial
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Katrine Loeppenthin, Bente Appel Esbensen, Julie Midtgaard Klausen, Mikkel Østergaard, Jesper Frank Christensen, Anders Tolver, Tanja Thomsen, Julie Schjerbech Bech, and Poul Jennum
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Diseases of the musculoskeletal system ,RC925-935 - Abstract
Objective This study's objective was to investigate the efficacy and acceptability of intermittent aerobic exercise training on sleep parameters, fatigue, pain, depressive symptoms, physical function, and cardiorespiratory fitness in people with rheumatoid arthritis (RA). Methods Thirty‐eight people with RA were assigned to intermittent aerobic exercise training (three sessions/week for 6 weeks; intervention group, n = 17) or usual care (control group, n = 21). The primary outcome was a change in polysomnography‐assessed sleep efficiency from baseline to the end of the intervention. Secondary outcomes were sleep quality (Pittsburgh Sleep Quality Index), fatigue (Bristol Rheumatoid Arthritis Fatigue Multi‐Dimensional Questionnaire), depression (Center for Epidemiological Studies‐Depression), and cardiorespiratory fitness (watt max test). Results No between‐group differences were found in changes in polysomnography‐assessed sleep efficiency (0.04; 95% confidence interval [CI]: −0.02 to 0.09, P = 0.17). In the intervention group, sleep efficiency was improved significantly from baseline (0.84; 95% CI: 0.80‐0.88) compared with the end of the intervention (6 weeks) (0.88; 95% CI: 0.85‐0.92); however, there was no significant difference in the control group. Fatigue and depression measures were significantly lower in the intervention group than in the control group. Between‐group differences were overall fatigue (−16.1; 95% CI: −25.1 to −7.0, P = 0.001), physical fatigue (−5.0; 95% CI: −7.3 to −2.7, P = 0.0001), cognitive fatigue (−2.4; 95% CI: −4.2 to 0.6, P = 0.009), living with fatigue (−2.5; 95% CI: −4.5 to −0.5, P = 0.01), and depressive symptoms (−6.8; 95% CI: −12.4 to −1.1, P = 0.02). Conclusion The intervention yielded no significantly better sleep efficiency compared with usual care. However, aspects of fatigue, including physical and cognitive fatigue, and depressive symptoms were significantly improved in the intervention group.
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- 2022
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31. Neural network an1alysis of sleep stages enables efficient diagnosis of narcolepsy
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Stephansen, Jens B., Olesen, Alexander N., Olsen, Mads, Ambati, Aditya, Leary, Eileen B., Moore, Hyatt E., Carrillo, Oscar, Lin, Ling, Han, Fang, Yan, Han, Sun, Yun L., Dauvilliers, Yves, Scholz, Sabine, Barateau, Lucie, Hogl, Birgit, Stefani, Ambra, Hong, Seung Chul, Kim, Tae Won, Pizza, Fabio, Plazzi, Giuseppe, Vandi, Stefano, Antelmi, Elena, Perrin, Dimitri, Kuna, Samuel T., Schweitzer, Paula K., Kushida, Clete, Peppard, Paul E., Sorensen, Helge B. D., Jennum, Poul, and Mignot, Emmanuel
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Computer Science - Neural and Evolutionary Computing - Abstract
Analysis of sleep for the diagnosis of sleep disorders such as Type-1 Narcolepsy (T1N) currently requires visual inspection of polysomnography records by trained scoring technicians. Here, we used neural networks in approximately 3,000 normal and abnormal sleep recordings to automate sleep stage scoring, producing a hypnodensity graph - a probability distribution conveying more information than classical hypnograms. Accuracy of sleep stage scoring was validated in 70 subjects assessed by six scorers. The best model performed better than any individual scorer (87% versus consensus). It also reliably scores sleep down to 5 instead of 30 second scoring epochs. A T1N marker based on unusual sleep-stage overlaps achieved a specificity of 96% and a sensitivity of 91%, validated in independent datasets. Addition of HLA-DQB1*06:02 typing increased specificity to 99%. Our method can reduce time spent in sleep clinics and automates T1N diagnosis. It also opens the possibility of diagnosing T1N using home sleep studies., Comment: 21 pages (not including title or references), 6 figures (1a - 6c), 6 tables, 5 supplementary figures, 9 supplementary tables
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- 2017
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32. Welfare consequences of early-onset Borderline Personality Disorder: a nationwide register-based case-control study
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Hastrup, Lene Halling, Jennum, Poul, Ibsen, Rikke, Kjellberg, Jakob, and Simonsen, Erik
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- 2022
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33. Experiences of group-based cognitive behavioural therapy for insomnia among patients with rheumatoid arthritis: a qualitative study
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Robin Christensen, Poul Jennum, Bente Appel Esbensen, Katrine Løppenthin, and Kristine Marie Latocha
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Medicine - Abstract
Objective Rheumatoid arthritis (RA) is a chronic autoimmune disease, with a prevalence of insomnia disorders in up to 70%. Patients’ experiences of participating in group-based cognitive behavioural therapy for insomnia (CBT-I) are sparsely explored, and CBT-I has not been evaluated in patients with RA until now. Therefore, the aim was to explore patients’ experiences of CBT-I and how the components of CBT-I were incorporated in sleep management.Design We conducted a qualitative study with semi-structured interviews. The interview guide was developed based on CBT-I, with questions that explicitly explored the participants’ experiences of sleep education and the behavioural components of CBT-I.Setting Interviews were conducted one-to-one at Center for Rheumatology and Spine Diseases, Copenhagen.Participants Patients with RA who had received CBT-I as intervention in a randomised controlled trial (N=11). The analysis was based on a reflexive thematic method.Results Five themes were identified (1) When knowledge contributes to an altered perception of sleep, referring to the reduced misperception and increased motivation that followed sleep education, (2) Overcoming habits and perceptions to accelerate sleep onset, referring to barriers related to sleep behaviour and how stimulus control enabled them to find meaningful behaviour, (3) The sleep window of challenges in learning how to sleep right referring to that payoff from sleep restriction did not come easily or by magic, and commitment gave them confidence to continue, (4) Relaxation becomes a behavioural habit and goes beyond sleep, referring to a means to achieve a relaxed body and mind and how they thereby coped better with RA-related symptoms and (5) Break the cycle and regain control referring to how trust in one’s own accomplishment was crucial to reducing worrying.Conclusion The process towards eliminating insomnia was a bodily experience and involved a changed mindset that resulted in an alteration of behaviour and cognitions.
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- 2023
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34. Social zeitgebers and circadian dysrhythmia are associated with severity of symptoms of PTSD and depression in trauma-affected refugees
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Sandahl, Hinuga, Baandrup, Lone, Vindbjerg, Erik, Jennum, Poul, and Carlsson, Jessica
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- 2021
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35. White matter microstructure and sleep-wake disturbances in individuals at ultra-high risk of psychosis
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Jesper Ø. Rasmussen, Dorte Nordholm, Louise B. Glenthøj, Marie A. Jensen, Anne H. Garde, Jayachandra M. Ragahava, Poul J. Jennum, Birte Y. Glenthøj, Merete Nordentoft, Lone Baandrup, Bjørn H. Ebdrup, and Tina D. Kristensen
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ultra-high risk of psychosis ,white matter ,diffusion weighted imaging ,sleep ,substance use ,psychopathology ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
AimWhite matter changes in individuals at ultra-high risk for psychosis (UHR) may be involved in the transition to psychosis. Sleep-wake disturbances commonly precede the first psychotic episode and predict development of psychosis. We examined associations between white matter microstructure and sleep-wake disturbances in UHR individuals compared to healthy controls (HC), as well as explored the confounding effect of medication, substance use, and level of psychopathology.MethodsSixty-four UHR individuals and 35 HC underwent clinical interviews and diffusion weighted imaging. Group differences on global and callosal mean fractional anisotropy (FA) was tested using general linear modeling. Sleep-wake disturbances were evaluated using the subjective measures disturbed sleep index (DSI) and disturbed awakening index (AWI) from the Karolinska Sleep Questionnaire, supported by objective sleep measures from one-night actigraphy. The primary analyses comprised partial correlation analyses between global FA/callosal FA and sleep-wake measures. Secondary analyses investigated multivariate patterns of covariance between measures of sleep-wake disturbances and FA in 48 white matter regions of interest using partial least square correlations.ResultsUltra-high risk for psychosis individuals displayed lower global FA (F = 14.56, p < 0.001) and lower callosal FA (F = 11.34, p = 0.001) compared to HC. Subjective sleep-wake disturbances were significantly higher among the UHR individuals (DSI: F = 27.59, p < 0.001, AWI: F = 36.42, p < 0.001). Lower callosal FA was correlated with increased wake after sleep onset (r = −0.34, p = 0.011) and increased sleep fragmentation index (r = −0.31, p = 0.019) in UHR individuals. Multivariate analyses identified a pattern of covariance in regional FA which were associated with DSI and AWI in UHR individuals (p = 0.028), but not in HC. Substance use, sleep medication and antipsychotic medication did not significantly confound these associations. The association with objective sleep-wake measures was sustained when controlling for level of depressive and UHR symptoms, but symptom level confounded the covariation between FA and subjective sleep-wake measures in the multivariate analyses.ConclusionCompromised callosal microstructure in UHR individuals was related to objectively observed disruptions in sleep-wake functioning. Lower FA in ventrally located regions was associated with subjectively measured sleep-wake disturbances and was partly explained by psychopathology. These findings call for further investigation of sleep disturbances as a potential treatment target.
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- 2022
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36. Cannabidiol versus risperidone for treatment of recent-onset psychosis with comorbid cannabis use: study protocol for a randomized controlled clinical trial
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Jesper Østrup Rasmussen, Poul Jennum, Kristian Linnet, Birte Y. Glenthøj, and Lone Baandrup
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Cannabidiol ,Cannabis ,THC ,Psychosis ,Schizophrenia ,Dual diagnosis ,Psychiatry ,RC435-571 - Abstract
Abstract Background Cannabis use is an important risk factor for development of psychosis and further transition to schizophrenia. The prevalence of patients with psychosis and comorbid cannabis use (dual diagnosis) is rising with no approved specialized pharmacological treatment option. Cannabidiol, a constituent of the Cannabis sativa plant, has potential both as an antipsychotic and as a cannabis substituting agent. The aim of this study is to evaluate the efficacy of cannabidiol versus a first-choice second-generation antipsychotic (risperidone) in patients with early psychosis and comorbid cannabis use. Methods The study is a phase II randomized, double-blinded, parallel-group, active-comparator clinical trial. We plan to include 130 patients aged between 18 and 64 years with a recent diagnosis of psychosis, comorbid cannabis use, and currently not treated with antipsychotics. The participants will be randomized to seven weeks of treatment with either cannabidiol 600 mg (300 mg BID) or risperidone 4 mg (2 mg BID). Participants will undergo clinical assessment after 1, 3, 5 and 7 weeks, telephone assessment the weeks in between, and a safety visit two weeks after end of treatment. The primary outcomes are cessation of cannabis use (self-reported) and psychotic symptom severity. The secondary outcomes include frequency and quantity of cannabis use, global illness severity, psychosocial functioning, subjective well-being, cognition, sleep, circadian rhythmicity, and metabolomics. Discussion The results of this trial can potentially contribute with a new treatment paradigm for patients suffering from dual diagnosis. Trial registration ClinicalTrials.gov , NCT04105231 , registered April 23rd, 2021
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- 2021
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37. Borderline personality disorder and the diagnostic co-occurrence of mental health disorders and somatic diseases:A controlled prospective national register-based study
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Hastrup, L. H., Jennum, P., Ibsen, R., Kjellberg, J., Simonsen, E., Hastrup, L. H., Jennum, P., Ibsen, R., Kjellberg, J., and Simonsen, E.
- Abstract
Objective Information on borderline personality disorder (BPD) and its comorbidities is often limited to concentrate on a few diagnoses. The aim of the study was to use national register data to investigate all diagnostic co-occurring mental health disorders and somatic diseases 3 years before and after initial BPD diagnosis compared with a matched control group. Method The study was a register-based cohort of 2756 patients with incident BPD (ICD F60.3) and 11,024 matched controls, during 2002–2016. Comorbidity data were classified into main disease groups, in accordance with the World Health Organization ICD-10 criteria. Results Almost half the patients had been diagnosed with mental and behavioral disorders before the BPD diagnosis as compared to 3% in the control group. Further, the co-occurrence of diseases due to external causes of morbidity, including injury, self-harm, and poisoning were more represented in the BPD group before diagnosis as compared to the control group. In addition, co-occurring morbidity related to diseases in the circulatory, the respiratory, the digestive, the musculoskeletal, and the genitourinary system was more represented in the BPD group. After diagnosis, the proportion of patients with co-occurring morbidity increased further in all main disease groups in the BPD group. As many as 87% of patients had mental and behavioral co-occurring morbidity and 15% nervous diseases as compared with 3% and 4%, respectively, in the control group. Also, comorbidities related to external causes of morbidity, including for example, injury and self-harm were more represented in the BPD group. The BPD group had more somatic co-occurring morbidity, especially digestive, respiratory, circulatory, and endocrine diseases. Finally, the mortality over 12 years was statistically significantly higher in people with BPD than in the control group. Conclusion Patients with BPD have higher odds for multiple physical healt, Objective: Information on borderline personality disorder (BPD) and its comorbidities is often limited to concentrate on a few diagnoses. The aim of the study was to use national register data to investigate all diagnostic co-occurring mental health disorders and somatic diseases 3 years before and after initial BPD diagnosis compared with a matched control group. Method: The study was a register-based cohort of 2756 patients with incident BPD (ICD F60.3) and 11,024 matched controls, during 2002–2016. Comorbidity data were classified into main disease groups, in accordance with the World Health Organization ICD-10 criteria. Results: Almost half the patients had been diagnosed with mental and behavioral disorders before the BPD diagnosis as compared to 3% in the control group. Further, the co-occurrence of diseases due to external causes of morbidity, including injury, self-harm, and poisoning were more represented in the BPD group before diagnosis as compared to the control group. In addition, co-occurring morbidity related to diseases in the circulatory, the respiratory, the digestive, the musculoskeletal, and the genitourinary system was more represented in the BPD group. After diagnosis, the proportion of patients with co-occurring morbidity increased further in all main disease groups in the BPD group. As many as 87% of patients had mental and behavioral co-occurring morbidity and 15% nervous diseases as compared with 3% and 4%, respectively, in the control group. Also, comorbidities related to external causes of morbidity, including for example, injury and self-harm were more represented in the BPD group. The BPD group had more somatic co-occurring morbidity, especially digestive, respiratory, circulatory, and endocrine diseases. Finally, the mortality over 12 years was statistically significantly higher in people with BPD than in the control group. Conclusion: Patients with BPD have higher odds for multiple physical health conditions and co-occurrence of me
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- 2024
38. The association between melatonin and suicide: a nationwide cohort study
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N. Høier, T. Madsen, A. Spira, K. Hawton, P. Jennum, M. Nordentoft, and A. Erlangsen
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sleep medicine ,melatonin ,Pharmacology ,Suicide ,Psychiatry ,RC435-571 - Abstract
Introduction Melatonin is often prescribed to patients experiencing sleep disturbances, which has been linked to elevated risks of suicide. However, it remains to be assessed whether melatonin is associated with suicide and suicide attempts. Objectives We aimed to investigate whether individuals in treatment with melatonin had higher rates of suicide and suicide attempt when compared to individuals not in treatment. Methods Using longitudinal data on all persons aged 10+ years living in Denmark between 2007-2016 were obtained. Data from the National Prescription Register was used to identify periods of being in treatment with melatonin based on number of tablets and daily defined dose. Suicide and suicide attempt were identified in hospital and cause of death registries. Results Among 5,798,923 included individuals, 10,577 (0.18%) were in treatment with melatonin (mean treatment length 50 days). Out of 5,952 individuals who died by suicide, 22 (0.37%) were in melatonin treatment, while 134 (0.53%) out of 25,136 had a first suicide attempt. After adjustment for sex and age-group, people in treatment with melatonin were found to have a higher rate of suicide (IRR: 4.2; 95% CI, 2.7-6.4) and suicide attempt (IRR: 6.7-fold (95% CI, 5.7-7.9) when compared to those not in treatment. Conclusions Treatment with melatonin was associated with higher rates of suicide and suicide attempt. The association might be explained through mediators, such as psychiatric comorbidity and sleep disorders. Our findings indicate that attention towards these issues might be warranted. Disclosure No significant relationships.
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- 2022
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39. The association between benzodiazepine and non-benzodiazepine and suicide: a nationwide cohort study
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N. Høier, T. Madsen, A. Spira, K. Hawton, P. Jennum, M. Nordentoft, and A. Erlangsen
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Suicide ,sleep medicine ,Pharmacology ,benzodiazepine ,Psychiatry ,RC435-571 - Abstract
Introduction Benzodiazepines and non-benzodiazepines have been linked to a variety of adverse effects including addiction. Long term use of these drugs has been associated with an increased risk of suicide. Objectives We assessed if individuals in treatment with non-benzodiazepine (n-BZD) and benzodiazepine (BZD) had higher rates of suicide when compared to individuals not in treatment with these drugs. Methods We utilized a cohort design and national longitudinal data on all individuals aged 10 or above who lived in Denmark between 1995 and 2018. Treatment with either n-BZD or BZD was identified via the Danish National Prescription Registry and suicide deaths were identified in the national cause of death registries. Results In a total of 6,494,206 individuals, 10,862 males and 4,214 females died by suicide. Of these, 1,220 (11.2%) males and 792 (18.8%) females had been in treatment with n-BZD, resulting in adjusted IRR for suicide of 4.2 (95% CI, 4.0 – 4.5) and 3.4 (95% CI, 3.1 – 3.7) for males and females, respectively, when compared to those not in treatment. In all, 529 (4.8%) males and 395 (9.3%) females who died by suicide had been in treatment with BZD. The IRRs for suicide were 2.4 (95% CI, 2.2 – 2.6) and 2.5 (95% CI, 2.3 – 2.8) for males and females, respectively, and compared to those not in treatment. Conclusions In this study we find that those in treatment experienced higher suicide rates than those not in treatment, this persisted when also adjusting for a large variety of covariates. Disclosure No significant relationships.
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- 2022
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40. Use of hypnotic drugs among Scandinavian children, adolescents, and young adults
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R. Wesselhøft, L. Rasmussen, P. Jensen, P. Jennum, S. Skurtveit, I. Hartz, J. Reutfors, P. Damkier, M. Bliddal, and A. Pottegård
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pharmacoepidemiology ,Child and adolescent ,melatonin ,drug utilisation ,Psychiatry ,RC435-571 - Abstract
Introduction Hypnotic drug use in children and adolescents is widely debated. Objectives To describe use of hypnotic drugs (melatonin, z-drugs and sedating antihistamines) among 5-24-year-old Scandinavians during 2012 to 2018. Methods Aggregate-level data from public data sources in Sweden, Norway and Denmark. We calculated annual prevalence (users/1000 inhabitants) stratified by sex, age group and country. Quantity of use (Defined Daily Dose (DDD)/user/day) was estimated for Norway and Denmark. Results Melatonin was most frequently used, with an increase from 2012 to 2018 in all countries. Sweden presented the highest rise (7 to 25/1,000) compared to Denmark (6 to 12/1,000) and Norway (10 to 20/1,000). The increase was strongest for females and 15-24-year-olds. Melatonin use was twice as common for males under age 15 years, and slightly more common for females thereafter. The annual prevalence of sedating antihistamine use doubled from 7 to 13/1,000 in Sweden, whereas it was more stable in Norway and Denmark, reaching 8/1,000 and 3/1,000, respectively. Z-drug use decreased in all countries, lowering to 4/1,000 in Sweden and Norway in 2018 and 2/1,000 in Denmark. The quantity of hypnotic use in Norway and Denmark was 1 DDD/user/day for melatonin, as compared to 0.1-0.3 for z-drugs and antihistamines. Conclusions There is an increasing use of melatonin and sedating antihistamines among Scandinavian children, adolescents and young adults. The increase is more pronounced in Sweden compared to Norway and Denmark. This Scandinavian discrepancy could reflect variation in frequency of sleep problems or national variation in clinical practice or health care access. Disclosure No significant relationships.
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- 2022
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41. U-Sleep: resilient high-frequency sleep staging
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Mathias Perslev, Sune Darkner, Lykke Kempfner, Miki Nikolic, Poul Jørgen Jennum, and Christian Igel
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Sleep disorders affect a large portion of the global population and are strong predictors of morbidity and all-cause mortality. Sleep staging segments a period of sleep into a sequence of phases providing the basis for most clinical decisions in sleep medicine. Manual sleep staging is difficult and time-consuming as experts must evaluate hours of polysomnography (PSG) recordings with electroencephalography (EEG) and electrooculography (EOG) data for each patient. Here, we present U-Sleep, a publicly available, ready-to-use deep-learning-based system for automated sleep staging ( sleep.ai.ku.dk ). U-Sleep is a fully convolutional neural network, which was trained and evaluated on PSG recordings from 15,660 participants of 16 clinical studies. It provides accurate segmentations across a wide range of patient cohorts and PSG protocols not considered when building the system. U-Sleep works for arbitrary combinations of typical EEG and EOG channels, and its special deep learning architecture can label sleep stages at shorter intervals than the typical 30 s periods used during training. We show that these labels can provide additional diagnostic information and lead to new ways of analyzing sleep. U-Sleep performs on par with state-of-the-art automatic sleep staging systems on multiple clinical datasets, even if the other systems were built specifically for the particular data. A comparison with consensus-scores from a previously unseen clinic shows that U-Sleep performs as accurately as the best of the human experts. U-Sleep can support the sleep staging workflow of medical experts, which decreases healthcare costs, and can provide highly accurate segmentations when human expertize is lacking.
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- 2021
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42. Serum melatonin concentration in critically ill patients randomized to sedation or non-sedation
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Jakob Oxlund, Torben Knudsen, Thomas Strøm, Jørgen T. Lauridsen, Poul J. Jennum, and Palle Toft
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Melatonin ,Circadian ,Rhythm ,Sedation ,Non-sedation ,Delirium ,Medical emergencies. Critical care. Intensive care. First aid ,RC86-88.9 - Abstract
Abstract Background Abolished circadian rhythm is associated with altered cognitive function, delirium, and as a result increased mortality in critically ill patients, especially in those who are mechanically ventilated. The causes are multifactorial, of which changes in circadian rhythmicity may play a role. Melatonin plays a crucial role as part of the circadian and sleep/wake cycle. Whether sedation effects circadian regulation is unknown. Hence, the objective of this study was to evaluate the melatonin concentration in critically ill patients randomized to sedation or non-sedation and to investigate the correlation with delirium. Methods All patients were included and randomized at the intensive care unit at the hospital of southwest Jutland, Denmark. Seventy-nine patients completed the study (41 sedated and 38 non-sedated). S-melatonin was measured 3 times per day, (03.00, 14.00, and 22.00), for 4 consecutive days in total, starting on the second day upon randomization/intubation. The study was conducted as a sub-study to the NON-SEDA study in which one hundred consecutive patients were randomized to sedation or non-sedation with a daily wake-up call (50 in each arm). Primary outcome: melatonin concentration in sedated vs. non-sedated patients (analyzed using linear regression). Secondary outcome: risk of developing delirium or non-medically induced (NMI) coma in sedated vs. non-sedated patients, assessed by CAM-ICU (Confusion Assessment Method for the Intensive Care Unit) analyzed using logistic regression. Results Melatonin concentration was suppressed in sedated patients compared to the non-sedated. All patients experienced an elevated peak melatonin level early on in the course of their critical illness (p = 0.01). The risk of delirium or coma (NMI) was significantly lower in the non-sedated group (OR 0.42 CI 0.27; 0.66 p
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- 2021
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43. Severe hypersomnia after unilateral infarction in the pulvinar nucleus– a case report
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Peter Nørregaard Hansen, Thomas Krøigård, Nina Nguyen, Rune Vestergaard Frandsen, Poul Jørgen Jennum, and Christoph P. Beier
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Thalamus ,Pulvinar nucleus ,Secondary hypersomnia ,Stroke ,Long sleep ,Case report ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Although a central role of the thalamus for sleep regulation is undisputed, the exact localization of the crucial structures within the thalamus remains controversial. Case presentation Here we report a 35 year old woman with no prior comorbidities who developed severe and persistent hypersomnia with long sleep time after a small right-sided MRI-verified thalamic stroke affecting the dorsal part of the pulvinar and the dorsolateral boarders of the dorsomedial nuclei. Conclusion The observed symptoms suggest a crucial role of posterior thalamus but not the midline parts of the thalamus in sleep-wake control.
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- 2020
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44. Dexmedetomidine and sleep quality in mechanically ventilated critically ill patients: study protocol for a randomised placebo-controlled trial
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Torben Knudsen, Palle Toft, Jakob Oxlund, Mikael Sörberg, and Poul Jørgen Jennum
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Medicine - Abstract
Introduction Sleep deprivation, which is a common complication in the intensive care unit (ICU), is associated with delirium and increased mortality. Sedation with gamma-aminobutyric acid agonists (propofol, benzodiazepine) results in significant disturbance of the sleep architecture. Dexmedetomidine is a lipophilic imidazole with an affinity for α2-adrenoceptors and it has sedative and analgesic properties. It has been reported to enhance sleep efficiency, thus sedate while preserving sleep architecture.Methods and analysis Thirty consecutive patients are planned to be included, at the Department of Anesthesia and Intensive Care at the Hospital of Southwest Jutland, Denmark. The study is a double-blinded, randomised, controlled trial with two parallel groups (2:1 allocation ratio). Screening and inclusion will be done on day 1 from 8:00 to 16:00. Two 16 hours PSG (polysomnography) recording will be done starting at 16:00 on day 1 and day 2. Randomisation is performed if the first recording is of acceptable quality, otherwise the patient is excluded before randomisation. Dexmedetomidine/placebo will be administered during the second recording from 18:00 on day 2 to 6:00 on day 3.Primary endpoint Improvement of total sleep time and sleep quality of clinical significance determined by PSG.Secondary endpoints Sleep phases determined by PSG. Daytime function and delirium determined by Confusion Assessment Method-ICU. Alertness and wakefulness determined by Richmonde Agitation Sedation Scale. The objective is to compare the effect of dexmedetomidine versus placebo on sleep quality in critical ill mechanically ventilated patients.Ethics and dissemination The trial investigate the potential benefit of dexmedetomidine on clinically relevant endpoints. If a beneficial effect is shown, this would have a large impact on future treatment of mechanically ventilated critically ill patients. Publication in peer-reviewed journal are plannedand the study has been approved by the National Committee on Health Research Ethics (ID:S-20180214).Trial registration number EudraCT (2017-001612-11DK) and Danish National Committee on Health Research Ethics (ID:S-20180214). The study related to pre-results.
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- 2022
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45. Characterization of gait patterns in prodromal Parkinson’s disease in free-living conditions using wrist-worn actigraphy
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Brink-Kjaer, A., primary, Wickramaratne, S.D., additional, Marwaha, S., additional, Jennum, P., additional, Mignot, E., additional, Parekh, A., additional, and During, E., additional
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- 2024
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46. Fully automated detection of isolated rapid-eye-movement sleep behavior disorder using actigraphy
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Brink-Kjaer, A., primary, Winer, J., additional, Zeitzer, J.M., additional, Sorensen, H.B.D., additional, Jennum, P., additional, Mignot, E., additional, and During, E., additional
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- 2024
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47. Borderline personality disorder and the diagnostic co‐occurrence of mental health disorders and somatic diseases: A controlled prospective national register‐based study
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Hastrup, L. H., primary, Jennum, P., additional, Ibsen, R., additional, Kjellberg, J., additional, and Simonsen, E., additional
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- 2023
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48. Large genome-wide association study identifies three novel risk variants for restless legs syndrome
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Maria Didriksen, Muhammad Sulaman Nawaz, Joseph Dowsett, Steven Bell, Christian Erikstrup, Ole B. Pedersen, Erik Sørensen, Poul J. Jennum, Kristoffer S. Burgdorf, Brendan Burchell, Adam S. Butterworth, Nicole Soranzo, David B. Rye, Lynn Marie Trotti, Prabhjyot Saini, Lilja Stefansdottir, Sigurdur H. Magnusson, Gudmar Thorleifsson, Thordur Sigmundsson, Albert P. Sigurdsson, Katja Van Den Hurk, Franke Quee, Michael W. T. Tanck, Willem H. Ouwehand, David J. Roberts, Eric J. Earley, Michael P. Busch, Alan E. Mast, Grier P. Page, John Danesh, Emanuele Di Angelantonio, Hreinn Stefansson, Henrik Ullum, and Kari Stefansson
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Biology (General) ,QH301-705.5 - Abstract
Didriksen, Nawaz, et al. identify three novel genetic risk variants for restless legs syndrome and confirm 19 out of 20 previously reported variants through a genome-wide association meta-analysis including nearly half a million individuals. Using expression QTL analysis, they also find that a subset of these loci may have a causal effect on nearby gene expression.
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- 2020
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49. Cognitive behavioural therapy for insomnia in patients with rheumatoid arthritis: protocol for the randomised, single-blinded, parallel-group Sleep-RA trial
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K. M. Latocha, K. B. Løppenthin, M. Østergaard, P. J. Jennum, R. Christensen, M. Hetland, H. Røgind, T. Lundbak, J. Midtgaard, and B. A. Esbensen
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Inflammatory arthritis ,Insomnia ,Sleep disturbance ,Cognitive behavioural therapy for insomnia ,Non-pharmacological treatment ,Polysomnography ,Medicine (General) ,R5-920 - Abstract
Abstract Background More than half of patients with rheumatoid arthritis complain of insomnia, which is predominantly treated with hypnotic drugs. However, cognitive behavioural therapy for insomnia is recommended as the first-line treatment in international guidelines on sleep. Patients with rheumatoid arthritis suffer from debilitating symptoms, such as fatigue and pain, which can also be linked to sleep disturbance. It remains to be determined whether cognitive behavioural therapy for insomnia can be effective in patients with rheumatoid arthritis. The aim of the Sleep-RA trial is to investigate the efficacy of cognitive behavioural therapy for insomnia on sleep and disease-related symptoms in patients with rheumatoid arthritis. The primary objective is to compare the effect of cognitive behavioural therapy for insomnia relative to usual care on changes in sleep efficiency from baseline to week 7 in patients with rheumatoid arthritis. The key secondary objectives are to compare the effect of cognitive behavioural therapy for insomnia relative to usual care on changes in sleep onset latency, wake after sleep onset, total sleep time, insomnia, sleep quality, fatigue, impact of rheumatoid arthritis and depressive symptoms from baseline to week 26 in patients with rheumatoid arthritis. Methods The Sleep-RA trial is a randomised controlled trial with a two-group parallel design. Sixty patients with rheumatoid arthritis, insomnia and low-to-moderate disease activity will be allocated 1:1 to treatment with cognitive behavioural therapy for insomnia or usual care. Patients in the intervention group will receive nurse-led, group-based cognitive behavioural therapy for insomnia once a week for 6 weeks. Outcome assessments will be carried out at baseline, after treatment (week 7) and at follow-up (week 26). Discussion Data on treatment of insomnia in patients with rheumatoid arthritis are sparse. The Sleep-RA trial is the first randomised controlled trial to investigate the efficacy of cognitive behavioural therapy for insomnia in patients with rheumatoid arthritis. Because symptoms of rheumatoid arthritis and insomnia have many similarities, we also find it relevant to investigate the secondary effects of cognitive behavioural therapy for insomnia on fatigue, impact of rheumatoid arthritis, depressive symptoms, pain, functional status, health-related quality of life and disease activity. If we find cognitive behavioural therapy for insomnia to be effective in patients with rheumatoid arthritis this will add weight to the argument that evidence-based non-pharmacological treatment for insomnia in rheumatological outpatient clinics is eligible in accordance with the existing international guidelines on sleep. Trial registration ClinicalTrials.gov: NCT03766100 . Registered on 30 November 2018.
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- 2020
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50. Serum melatonin concentration in critically ill patients randomized to sedation or non-sedation
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Oxlund, Jakob, Knudsen, Torben, Strøm, Thomas, Lauridsen, Jørgen T., Jennum, Poul J., and Toft, Palle
- Published
- 2021
- Full Text
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