Idling for Decades: A European Study on Risk Factors Associated with the Delay Before a Narcolepsy Diagnosis.

cataplexy diagnostic delay machine learning misdiagnosis symptom onset

Journal

Nature and science of sleep
ISSN: 1179-1608
Titre abrégé: Nat Sci Sleep
Pays: New Zealand
ID NLM: 101537767

Informations de publication

Date de publication:
2022
Historique:
received: 14 02 2022
accepted: 03 05 2022
entrez: 7 6 2022
pubmed: 8 6 2022
medline: 8 6 2022
Statut: epublish

Résumé

Narcolepsy type-1 (NT1) is a rare chronic neurological sleep disorder with excessive daytime sleepiness (EDS) as usual first and cataplexy as pathognomonic symptom. Shortening the NT1 diagnostic delay is the key to reduce disease burden and related low quality of life. Here we investigated the changes of diagnostic delay over the diagnostic years (1990-2018) and the factors associated with the delay in Europe. We analyzed 580 NT1 patients (male: 325, female: 255) from 12 European countries using the European Narcolepsy Network database. We combined machine learning and linear mixed-effect regression to identify factors associated with the delay. The mean age at EDS onset and diagnosis of our patients was 20.9±11.8 (mean ± standard deviation) and 30.5±14.9 years old, respectively. Their mean and median diagnostic delay was 9.7±11.5 and 5.3 (interquartile range: 1.7-13.2 years) years, respectively. We did not find significant differences in the diagnostic delay over years in either the whole dataset or in individual countries, although the delay showed significant differences in various countries. The number of patients with short (≤2-year) and long (≥13-year) diagnostic delay equally increased over decades, suggesting that subgroups of NT1 patients with variable disease progression may co-exist. Younger age at cataplexy onset, longer interval between EDS and cataplexy onsets, lower cataplexy frequency, shorter duration of irresistible daytime sleep, lower daytime REM sleep propensity, and being female are associated with longer diagnostic delay. Our findings contrast the results of previous studies reporting shorter delay over time which is confounded by calendar year, because they characterized the changes in diagnostic delay over the symptom onset year. Our study indicates that new strategies such as increasing media attention/awareness and developing new biomarkers are needed to better detect EDS, cataplexy, and changes of nocturnal sleep in narcolepsy, in order to shorten the diagnostic interval.

Identifiants

pubmed: 35669411
doi: 10.2147/NSS.S359980
pii: 359980
pmc: PMC9166906
doi:

Types de publication

Journal Article

Langues

eng

Pagination

1031-1047

Informations de copyright

© 2022 Zhang et al.

Déclaration de conflit d'intérêts

Prof. Dr. Giuseppe Plazzi reports personal fees from Jazz Pharmaceuticals, Takeda, Idorsia, and Bioprojet, outside the submitted work. Dr Gert Jan Lammers reports grant for investigator initiated study, consultancy, and/or Member Advisory Board from Jazz Pharmaceuticals, UCB Pharma, and Bioprojet Pharma, outside the submitted work. Dr Sebastiaan Overeem reports consulting fees paid to institution from Bioproject, Takeda, Jazz Pharmaceuticals, and UCB Pharma, outside the submitted work. Dr Karel Sonka reports grants from Czech Ministry of Health, during the conduct of the study; personal fees for consulting fees or clinical trial fees from AOP Orphan, Jazz, Flamel-Avadel, and Sanofi, outside the submitted work. Prof. Dr. Birgit Högl reports speaker fees from Abbvie and Jazz, and consulting fees from Lundbeck, outside the submitted work. Dr Lucie Barateau reports funding for seminars from Bioprojet and Jazz, board engagement fees from Takeda, and travel reimbursements for conferences from UCB Pharma, outside the submitted work. Dr Rolf Fronczek reports grants and/or personal fees from Bioprojet for lecture fee and advisory board, research grant (co-applicant), research grants as co-applicant from Jazz Pharma, personal fees from Takeda for advisory board, outside the submitted work. The authors report no other conflicts of interest in this work.

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Auteurs

Zhongxing Zhang (Z)

Center for Sleep Medicine, Sleep Research and Epileptology, Klinik Barmelweid AG, Barmelweid, Aargau, Switzerland.

Yves Dauvilliers (Y)

Sleep-Wake Disorders Unit, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, Montpellier, France.
National Reference Centre for Orphan Diseases, Narcolepsy, Idiopathic Hypersomnia, and Kleine-Levin Syndrome, Montpellier, France.
Institute for Neurosciences of Montpellier INM, Univ Montpellier, INSERM, Montpellier, France.

Giuseppe Plazzi (G)

Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.

Geert Mayer (G)

Neurology Department, Hephata Klinik, Schwalmstadt, Germany.

Gert Jan Lammers (GJ)

Sleep Wake Center SEIN Heemstede, Stichting Epilepsie Instellingen Nederland, Heemstede, the Netherlands.
Department of Neurology and Clinical Neurophysiology, Leiden University Medical Center, Leiden, the Netherlands.

Joan Santamaria (J)

Neurology Service, Institut de Neurociències Hospital Clínic, University of Barcelona, Barcelona, Spain.

Markku Partinen (M)

Helsinki Sleep Clinic, Vitalmed Research Center, Helsinki, Finland.

Sebastiaan Overeem (S)

Sleep Medicine Center Kempenhaeghe, Heeze, the Netherlands.
Eindhoven University of Technology, Eindhoven, the Netherlands.

Rafael Del Rio Villegas (R)

Neurophysiology and Sleep Disorders Unit, Hospital Vithas Nuestra Señora de América, Madrid, Spain.

Karel Sonka (K)

Neurology Department and Centre of Clinical Neurosciences, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic.

Rosa Peraita-Adrados (R)

Sleep and Epilepsy Unit - Clinical Neurophysiology Service, University General Hospital Gregorio Marañón, Research Institute Gregorio Marañón, University Complutense of Madrid, Madrid, Spain.

Raphaël Heinzer (R)

Center for Investigation and Research in Sleep, Lausanne University Hospital, Lausanne, Vaud, Switzerland.

Aleksandra Wierzbicka (A)

Department of Clinical Neurophysiology, Institute of Psychiatry and Neurology, Warsaw, Poland.

Birgit Högl (B)

Neurology Department, Sleep Disorders Clinic, Innsbruck Medical University, Innsbruck, Austria.

Mauro Manconi (M)

Neurology Department, EOC, Ospedale Regionale di Lugano, Lugano, Ticino, Switzerland.

Eva Feketeova (E)

Neurology Department, Medical Faculty of P. J. Safarik University, University Hospital of L. Pasteur Kosice, Kosice, Slovak Republic.

Antonio Martins da Silva (AM)

Serviço de Neurofisiologia, Hospital Santo António/Centro Hospitalar Universitário do Porto and UMIB-Instituto Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal.

Jitka Bušková (J)

Department of Sleep Medicine, National Institute of Mental Health, Klecany, Czech Republic.

Claudio L A Bassetti (CLA)

Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
Department of Neurology, Sechenov First Moscow State University, Moscow, Russia.

Lucie Barateau (L)

Sleep-Wake Disorders Unit, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, Montpellier, France.
National Reference Centre for Orphan Diseases, Narcolepsy, Idiopathic Hypersomnia, and Kleine-Levin Syndrome, Montpellier, France.
Institute for Neurosciences of Montpellier INM, Univ Montpellier, INSERM, Montpellier, France.

Fabio Pizza (F)

Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.

Elena Antelmi (E)

Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.

Jari K Gool (JK)

Sleep Wake Center SEIN Heemstede, Stichting Epilepsie Instellingen Nederland, Heemstede, the Netherlands.
Department of Neurology and Clinical Neurophysiology, Leiden University Medical Center, Leiden, the Netherlands.

Rolf Fronczek (R)

Sleep Wake Center SEIN Heemstede, Stichting Epilepsie Instellingen Nederland, Heemstede, the Netherlands.
Department of Neurology and Clinical Neurophysiology, Leiden University Medical Center, Leiden, the Netherlands.

Carles Gaig (C)

Neurology Service, Institut de Neurociències Hospital Clínic, University of Barcelona, Barcelona, Spain.

Ramin Khatami (R)

Center for Sleep Medicine, Sleep Research and Epileptology, Klinik Barmelweid AG, Barmelweid, Aargau, Switzerland.
Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.

Classifications MeSH