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Lee W, Shin HJ, Min IK, Kim CS, Kim KM, Heo K, Chu MK. Shared comorbidity of depression, migraine, insomnia, and fibromyalgia in a population-based sample. J Affect Disord 2024; 354:619-626. [PMID: 38494140 DOI: 10.1016/j.jad.2024.03.077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 02/25/2024] [Accepted: 03/12/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND Depression, migraine, insomnia, and fibromyalgia are reportedly comorbidities. Nevertheless, no study has evaluated the comorbidity of all four of these disorders. This study aimed to investigate the comorbidity of these four disorders. METHODS Cross-sectional analyses were performed using data of the Circannual Change in Headache and Sleep study, an online nationwide population-based survey. Validated questionnaires were used to diagnose the disorders and measure quality of life. The change of clinical characteristics by addition of any comorbidity was analyzed using the Jonckheere-Terpstra trend test. RESULTS The prevalence rates of depression, migraine, insomnia, and fibromyalgia were 7.2 %, 5.6 %, 13.3 %, and 5.8 %, respectively. Among the 3030 included participants, 494 (16.3 %), 164 (5.4 %), 40 (1.3 %), and 6 (0.2 %) had one, two, three, and four of these conditions, respectively. The number of headache days per 30 days (Jonckheere-Terpstra trend test, p = 0.011) and migraine-related disability (migraine disability assessment score, p = 0.021) increased with an increase in the number of comorbidities but not with the intensity of headache (visual analog scale, p = 0.225) among participants with migraine. The severity of insomnia (Insomnia Severity Index, p < 0.001) and fibromyalgia (fibromyalgia severity score, p = 0.002) increased with additional comorbidities; however, depression (Patient Health Questionnaire-9, p = 0.384) did not show such an increase. LIMITATIONS The diagnoses of conditions were based on self-reported questionnaires. CONCLUSIONS The findings confirmed significant comorbidity between depression, migraine, insomnia, and fibromyalgia. Health professionals should be aware of the probable comorbidity of depression, migraine, insomnia, and fibromyalgia when caring for individuals with any of these four disorders.
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Affiliation(s)
- Wonwoo Lee
- Department of Neurology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Neurology, Yongin Severance Hospital, Yonsei University Health System, Yongin, Republic of Korea
| | - Hye Jung Shin
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - In Kyung Min
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Chang Soo Kim
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kyung Min Kim
- Department of Neurology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kyoung Heo
- Department of Neurology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Min Kyung Chu
- Department of Neurology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
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Wang W, Ji X, Guo HY, Tao M, Jin L, Chen M, Yuan H, Peng H. Investigation on sleep-related cognition of Chinese health care workers during the first wave of COVID-19 pandemic. Front Psychiatry 2023; 14:1019837. [PMID: 36993928 PMCID: PMC10040544 DOI: 10.3389/fpsyt.2023.1019837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 02/17/2023] [Indexed: 03/14/2023] Open
Abstract
BackgroundThe COVID pandemic has brought tremendous negative effects on the mental health of health care workers, such as anxiety, depression, and sleep disorders. We conducted this study to evaluate the sleep-related cognition of Chinese health care workers (HCWs) during the first wave of COVID-19 pandemic and analyze its association with sleep quality, so as to provide scientific reference for improving sleep of HCWs.Patients and methodsA total of 404 HCWs from Yijishan Hospital of Wuhu City, China were enrolled in the study, selected by randomized cluster sampling in May 2020. We made a questionnaire to collect the general demographic information of the participants. The Pittsburgh Sleep Quality Index (PSQI) and a brief version of Dysfunctional Beliefs and Attitudes about Sleep Scale (DBAS-16) were used to measure sleep quality and sleep-related cognition, respectively.ResultsThe results showed that 312 HCWs (77.2%) had false beliefs and attitudes about sleep, while only 92 HCWs (22.8%) had correct beliefs about sleep. In addition, we found that those HCWs who were older, married, with a bachelor’s degree or higher, nurses, more daily working hours (> 8 h) and monthly night shifts (≥ 5 times), had higher DBAS-16 scores (all p < 0.05). However, we did not find significant differences between men and women in DBAS-16 scores. According to the definition of PSQI, a total of 1/4 of the HCWs are poor sleepers and their DBAS-16 score was higher than good sleepers (t = 7.622, p < 0.001). In the end, we confirmed a positive correlation between sleep cognition and sleep quality (r = 0.392, p < 0.01).ConclusionOur study revealed false beliefs and attitudes about sleep were prevalent among HCWs during the first wave of COVID-19 pandemic, and these false beliefs about sleep were closely correlated to sleep quality. We recommend fighting against these false beliefs about sleep.
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Affiliation(s)
- Wei Wang
- School of Public Health, Wannan Medical College, Wuhu, Anhui, China
| | - Xincan Ji
- School of Public Health, Wannan Medical College, Wuhu, Anhui, China
| | - Hao-Yang Guo
- School of Public Health, Wannan Medical College, Wuhu, Anhui, China
| | - Mengjun Tao
- Health Management Center, The First Affiliated Hospital of Wanan Medical Collegue, Wuhu, Anhui, China
| | - Lairun Jin
- School of Public Health, Southeast University, Nanjin, Jiangsu, China
| | - Miao Chen
- School of Public Health, Wannan Medical College, Wuhu, Anhui, China
| | - Hui Yuan
- School of Public Health, Wannan Medical College, Wuhu, Anhui, China
- *Correspondence: Hui Yuan,
| | - Hui Peng
- Department of Science and Technology Administration, The First Affiliated Hospital of Wanan Medical Collegue, Wuhu, Anhui, China
- Hui Peng,
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Suo X, Zhang Y, Liu Q, Zhao G, Zhu Y, Liu Y, Zhai J. A mental health survey among young front-line clinicians in high-risk areas during the COVID-19 sporadic epidemic in China. Front Psychiatry 2022; 13:872331. [PMID: 36111303 PMCID: PMC9468417 DOI: 10.3389/fpsyt.2022.872331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 07/28/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The sporadic coronavirus disease (COVID-19) epidemic has placed enormous psychological stress on people, especially clinicians. The objective of this study was to examine depression, anxiety, quality of life (QOL), and related social psychological factors among young front-line clinicians in high-risk areas during the COVID-19 sporadic epidemic in China and to provide a reference for formulating reasonable countermeasures. METHODS In this cross-sectional study, demographic information, COVID-19-related questions, anxiety (Generalized Anxiety Disorder-7, GAD-7), depression (Patient Health Questionnaire-9, PHQ-9), insomnia (Insomnia Severity Index, ISI), stress (Perceived Stress Scale-10, PSS-10), and QOL (World Health Organization Quality of Life-brief version, WHOQOL-BREF) were collected. Binary logistic regression analysis was used to test the relationships between anxiety and/or depression and other related problems. Multiple linear regression analysis was used to test the relationships among factors influencing QOL. RESULTS A total of 146 young front-line clinicians were included. The prevalence rates of depression, anxiety, and anxiety-depression comorbidity were 37.7% (95% CI = 29.7-45.6%), 26.0% (95% CI = 18.8-33.2%), and 24.0% (95% CI = 17.0-31.0%), respectively. Severe stress (OR = 1.258, 95% CI = 1.098-1.442, P < 0.01) and insomnia (OR = 1.282, 95% CI = 1.135-1.447, P < 0.01) were positively correlated with depression. Severe stress (OR = 1.487, 95% CI = 1.213-1.823, P < 0.01) and insomnia (OR = 1.131, 95% CI = 1.003-1.274, P < 0.05) were positively correlated with anxiety. Severe stress (OR = 1.532, 95% CI = 1.228-1.912, P < 0.01) was positively correlated with anxiety-depression comorbidity. However, insomnia (OR = 1.081, 95% CI = 0.963-1.214, P > 0.05) was not correlated with anxiety-depression comorbidity. The belief that the vaccine will stop the COVID-19 pandemic (OR = 0.099, 95% CI = 0.014-0.715, P < 0.05) was negatively correlated with anxiety and anxiety-depression comorbidity (OR = 0.101, 95% CI = 0.014-0.744, P < 0.05). Severe stress (B = -0.068, 95% CI = -0.129 to -0.007, P < 0.05) and insomnia (B = -0.127, 95% CI = -0.188 to -0.067, P < 0.01) were negatively correlated with QOL. The belief that the vaccine could provide protection (B = 1.442, 95% CI = 0.253-2.631, P < 0.05) was positively correlated with QOL. CONCLUSIONS The prevalence of depression, anxiety, and even anxiety-depression comorbidity was high among young front-line clinicians in high-risk areas during the COVID-19 sporadic epidemic in China. Various biological and psychological factors as well as COVID-19-related factors were associated with mental health issues and QOL. Psychological intervention should evaluate these related factors and formulate measures for these high-risk groups.
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Affiliation(s)
- Xingbo Suo
- Department of Psychiatry, Jining Medical University, Jining, China
| | - Yang Zhang
- Department of Psychiatry, Jining Medical University, Jining, China
| | - Qingxia Liu
- Department of Psychiatry, Harbin Medical University, Harbin, China
| | | | - Yanan Zhu
- Harbin First Hospital, Harbin, China
| | - Yan Liu
- Department of Psychiatry, Jining Medical University, Jining, China
| | - Jinguo Zhai
- Department of Psychiatry, Jining Medical University, Jining, China
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Li XR, Zhang WH, Williams JP, Li T, Yuan JH, Du Y, Liu JD, Wu Z, Xiao ZY, Zhang R, Liu GK, Zheng GR, Zhang DY, Ma H, Guo QL, An JX. A multicenter survey of perioperative anxiety in China: Pre- and postoperative associations. J Psychosom Res 2021; 147:110528. [PMID: 34034140 DOI: 10.1016/j.jpsychores.2021.110528] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 05/17/2021] [Accepted: 05/17/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVES To describe patient characteristics associated with preoperative anxiety and subsequently assess the relationship between preoperative anxiety and postoperative anxiety, pain, sleep quality, nausea and vomiting. METHODS The study collected data from patients undergoing elective operation from 12 hospitals in China. The State-Trait Anxiety Inventory (STAI) and the Athens Insomnia Scale (AIS) were used to assess anxiety and sleep quality before surgery. Evaluations of anxiety, pain, sleep quality, nausea and vomiting were quantified using the Visual Analogue Scale on postoperative days 1 and 2. RESULTS Data from 997 patients were analyzed. Preoperatively, 258 (25.9%) patients had high anxiety (STAI-State>44). Multivariate analyses showed a significant relationship between high anxiety and female gender (OR: 1.66, 95% CI: 1.08-2.57, p = 0.02), highly invasive surgery (OR: 2.29, 95% CI: 1.29-4.06, p = 0.005), higher trait anxiety (OR: 1.24, 95% CI: 1.20-1.28, p < 0.001) and insomnia (AIS ≥ 6, OR: 1.79, 95% CI: 1.17-2.76, p = 0.008). Preoperative anxiety demonstrated a negative correlation with postoperative anxiety following highly invasive surgery; this became a positive relationship following less invasive surgery. Preoperative anxiety was also positively related to postoperative pain and poor sleep quality. The correlation between preoperative anxiety and postoperative nausea and vomiting was not statistically significant. CONCLUSION Female gender, highly invasive surgery, higher trait anxiety and insomnia are independent risk factors for high preoperative anxiety. Surgical invasiveness influences association between pre- and postoperative anxiety. Higher preoperative anxiety is related to poorer sleep quality and more severe pain postoperatively.
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Affiliation(s)
- Xi-Rong Li
- Department of Anesthesiology, Pain and Sleep Medicine, Aviation General Hospital of China Medical University and Beijing Institute of Translational Medicine, Chinese Academy of Sciences, Beijing, China; School of Anesthesiology, Weifang Medical University, Weifang, Shangdong, China
| | - Wen-Hao Zhang
- Department of Anesthesiology, Pain and Sleep Medicine, Aviation General Hospital of China Medical University and Beijing Institute of Translational Medicine, Chinese Academy of Sciences, Beijing, China
| | - John P Williams
- Department of Anesthesiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Tong Li
- Department of Pain, Lanzhou Maternity and Child Healthcare Hospital, Lanzhou, Gansu, China
| | - Jian-Hu Yuan
- Department of Anesthesiology, Beijing Rectum Hospital, Beijing, China
| | - Yun Du
- Department of Anesthesiology, University of Chinese Academy of Sciences Affiliated Chongqing Hospital, Chongqing, China
| | - Jin-De Liu
- Department of Anesthesiology, University of Chinese Academy of Sciences Affiliated North China Hospital, Renqiu, Hebei, China
| | - Zhe Wu
- Department of Anesthesiology, Pain and Sleep Medicine, Aviation General Hospital of China Medical University and Beijing Institute of Translational Medicine, Chinese Academy of Sciences, Beijing, China
| | - Zhao-Yang Xiao
- Department of Anesthesiology, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Rui Zhang
- School of Anesthesiology, Weifang Medical University, Weifang, Shangdong, China
| | - Guo-Kai Liu
- Department of Anesthesiology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Guan-Rong Zheng
- Department of Anesthesiology, Shengli Oilfield Central Hospital, Dongying, Shangdong, China
| | - Dong-Ya Zhang
- Department of Anesthesiology, Beijing Huaxin Hospital, The First Affiliated Hospital of Tsinghua University, Beijing, China
| | - Hong Ma
- Department of Anesthesiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China
| | - Qu-Lian Guo
- Department of Anesthesiology, Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Jian-Xiong An
- Department of Anesthesiology, Pain and Sleep Medicine, Aviation General Hospital of China Medical University and Beijing Institute of Translational Medicine, Chinese Academy of Sciences, Beijing, China; School of Anesthesiology, Weifang Medical University, Weifang, Shangdong, China.
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Caponnetto V, Deodato M, Robotti M, Koutsokera M, Pozzilli V, Galati C, Nocera G, De Matteis E, De Vanna G, Fellini E, Halili G, Martinelli D, Nalli G, Serratore S, Tramacere I, Martelletti P, Raggi A. Comorbidities of primary headache disorders: a literature review with meta-analysis. J Headache Pain 2021; 22:71. [PMID: 34261435 PMCID: PMC8278743 DOI: 10.1186/s10194-021-01281-z] [Citation(s) in RCA: 71] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 06/22/2021] [Indexed: 12/27/2022] Open
Abstract
Background Primary headache disorders are common and burdensome conditions. They are associated to several comorbidities, such as cardiovascular or psychiatric ones, which, in turn, contribute to the global burden of headache. The aim of this study is to provide a comprehensive description of the pooled prevalence of comorbidities of primary headache disorders using a meta-analytical approach based on studies published between 2000 and 2020. Methods Scopus was searched for primary research (clinical and population studies) in which medical comorbidities were described in adults with primary headache disorders. Comorbidities were extracted using a taxonomy derived from the Global Burden of Disease (GBD) study. We compared prevalence of comorbidities among headache sufferers against general population using GBD-2019 estimates, and compared comorbidities’ proportions in clinical vs. population studies, and by age and gender. Results A total of 139 studies reporting information on 4.19 million subjects with primary headaches were included: in total 2.75 million comorbidities were reported (median per subject 0.64, interquartile range 0.32–1.07). The most frequently addressed comorbidities were: depressive disorders, addressed in 51 studies (pooled proportion 23 %, 95 % CI 20–26 %); hypertension, addressed in 48 studies (pooled proportion 24 %, 95 % CI 22–26 %); anxiety disorders addressed in 40 studies (pooled proportion 25 %, 95 % CI 22–28 %). For conditions such as anxiety, depression and back pain, prevalence among headache sufferers was higher than in GBD-2109 estimates. Associations with average age and female prevalence within studies showed that hypertension was more frequent in studies with higher age and less females, whereas fibromyalgia, restless leg syndrome, and depressive disorders were more frequent in studies with younger age and more female. Conclusions Some of the most relevant comorbidities of primary headache disorders – back pain, anxiety and depression, diabetes, ischemic heart disease and stroke – are among the most burdensome conditions, together with headache themselves, according to the GBD study. A joint treatment of headaches and of these comorbidities may positively impact on headache sufferers’ health status and contribute to reduce the impact of a group of highly burdensome diseases. Supplementary Information The online version contains supplementary material available at 10.1186/s10194-021-01281-z.
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Affiliation(s)
| | - Manuela Deodato
- Department of Life Sciences, University of Trieste, Trieste, Italy. .,Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy.
| | - Micaela Robotti
- Centro di Diagnosi e Cura delle Cefalee, Palazzo della Salute, Gruppo San Donato, Milano, Italy.,PainClinicMilano, Centro Medico Visconti di Modrone, Milano, Italy
| | | | - Valeria Pozzilli
- Internal Medicine Unit, Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Cristina Galati
- UO Neuropsichiatria Infantile, Policlinico Universitario Paolo Giaccone, Università degli Studi di Palermo, Palermo, Italy
| | - Giovanna Nocera
- UO Neuropsichiatria Infantile, Policlinico Universitario Paolo Giaccone, Università degli Studi di Palermo, Palermo, Italy
| | - Eleonora De Matteis
- Neuroscience Section, Department of Applied Clinical Sciences and Biotechnology, University of L'Aquila, L'Aquila, Italy
| | - Gioacchino De Vanna
- Clinica Neurologica, Dipartimento di Medicina, Università degli Studi di Perugia, Perugia, Italy
| | - Emanuela Fellini
- Internal Medicine Unit, Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Gleni Halili
- Department of Neurology, University Hospital Center 'Mother Teresa', Tirana, Albania
| | - Daniele Martinelli
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.,Headache Science and Neurorehabilitation Center, IRCCS Mondino Foundation, Pavia, Italy
| | - Gabriele Nalli
- Internal Medicine Unit, Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Serena Serratore
- Internal Medicine Unit, Department of Clinical and Molecular Medicine, Sapienza University, Rome, Italy
| | - Irene Tramacere
- Dipartimento di Ricerca e Sviluppo Clinico, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Paolo Martelletti
- Department of Clinical and Molecular Medicine, Sapienza University, Roma, Italy.,Regional Referral Headache Center, Sant'Andrea University Hospital, Roma, Italy
| | - Alberto Raggi
- UOC Neurologia, Salute Pubblica, Disabilità, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
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Selvanathan J, Pham C, Nagappa M, Peng PWH, Englesakis M, Espie CA, Morin CM, Chung F. Cognitive behavioral therapy for insomnia in patients with chronic pain - A systematic review and meta-analysis of randomized controlled trials. Sleep Med Rev 2021; 60:101460. [PMID: 33610967 DOI: 10.1016/j.smrv.2021.101460] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 01/25/2021] [Accepted: 01/26/2021] [Indexed: 12/24/2022]
Abstract
Several randomized controlled trials have implemented cognitive behavioral therapy for insomnia (CBT-I) for patients with comorbid insomnia and chronic pain. This systematic review and meta-analysis investigated the effectiveness of CBT-I on patient-reported sleep, pain, and other health outcomes (depressive symptoms, anxiety symptoms, and fatigue) in patients with comorbid insomnia and chronic non-cancer pain. A systematic literature search was conducted using eight electronic databases. Upon duplicate removal, 6374 records were screened against the inclusion criteria. Fourteen randomized controlled trials were selected for the review, with twelve (N = 762 participants) included in the meta-analysis. At post-treatment, significant treatment effects were found on global measures of sleep (standardized mean difference = 0.89), pain (0.20), and depressive symptoms (0.44). At follow-up (up to 12 mo), CBT-I significantly improved sleep (0.56). Using global measures of sleep, we found a probability of 81% and 71% for having better sleep after CBT-I at post-treatment and final follow-up, respectively. The probability of having less pain after CBT-I at post-treatment and final follow-up was 58% and 57%, respectively. There were no statistically significant effects on anxiety symptoms and fatigue at either assessment point. Future trials with sufficient power, longer follow-up periods, and inclusion of CBT for pain components are warranted.
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Affiliation(s)
- Janannii Selvanathan
- Department of Anesthesia and Pain Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, ON, Canada; Institute of Medical Science, Faculty of Medicine, University of Toronto, Ontario, Canada
| | - Chi Pham
- Department of Anesthesia and Pain Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, ON, Canada; Institute of Medical Science, Faculty of Medicine, University of Toronto, Ontario, Canada
| | - Mahesh Nagappa
- Department of Anesthesia and Perioperative Medicine, London Health Sciences Centre and St. Joseph Health Care, Western University, London, ON, Canada
| | - Philip W H Peng
- Department of Anesthesia and Pain Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Marina Englesakis
- Library and Information Services, University Health Network, Toronto, Canada
| | - Colin A Espie
- Nuffield Department of Clinical Neurosciences, Sleep and Circadian Neuroscience Institute, University of Oxford, Oxford, Oxfordshire, UK
| | - Charles M Morin
- Department of Psychology, Laval University, Québec, QC, Canada
| | - Frances Chung
- Department of Anesthesia and Pain Medicine, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, ON, Canada; Institute of Medical Science, Faculty of Medicine, University of Toronto, Ontario, Canada.
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Song TJ, Kim BS, Chu MK. Therapeutic role of melatonin in migraine prophylaxis: Is there a link between sleep and migraine? PROGRESS IN BRAIN RESEARCH 2020; 255:343-369. [DOI: 10.1016/bs.pbr.2020.05.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Revised: 04/12/2020] [Accepted: 05/01/2020] [Indexed: 12/13/2022]
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