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Varga E, Ghanem AS, Faludi E, Nguyen CM, Kovács N, Nagy AC. Medical comorbidities and other factors associated with migraine among individuals with diabetes mellitus in Hungary: a cross-sectional study using European Health Interview Surveys 2009-2019. Front Endocrinol (Lausanne) 2024; 15:1379127. [PMID: 39247924 PMCID: PMC11377266 DOI: 10.3389/fendo.2024.1379127] [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: 03/13/2024] [Accepted: 08/07/2024] [Indexed: 09/10/2024] Open
Abstract
Introduction Migraine, a debilitating neurological disorder characterized by recurrent headaches, affects over 1.1 billion individuals globally. Diabetes mellitus (DM), a chronic metabolic condition marked by high blood sugar levels, affects 463 million individuals according to the International Diabetes Federation. Our study aimed to evaluate the association between migraine and DM and to identify several demographic, socioeconomic, and lifestyle factors, as well as medical and psychiatric comorbidities, associated with migraine among individuals with DM. Methods This cross-sectional study is based on data from the European Health Interview Surveys conducted in 2009, 2014, and 2019 in Hungary. Pearson's chi-squared tests and multiple logistic regression models were used to assess associations. Statistical significance was set at p<0.05. Results In multiple regression analyses, we found no significant association between DM and migraine after adjusting for socioeconomic status, various health conditions, and lifestyle factors (OR=0.84, 95% CI: 0.66-1.06). However, adults with DM who had comorbid conditions including stroke (OR=2.08, 95% CI: 1.06-4.08), low back pain (OR=3.52, 95% CI: 2.13-5.84), and depression (OR=4.91, 95% CI: 2.84-8.47) were significantly more likely to suffer from migraine. Discussion Our study found no significant difference in the prevalence of migraine among adults with and without diabetes mellitus. However, several comorbidities were found to be significantly associated with migraine occurrence in those with DM. Thus, the study's results highlight the need for proper management of diabetes, especially in terms of comorbidities, to mitigate migraine risk factors and improve patient outcomes.
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Affiliation(s)
- Eszter Varga
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Amr Sayed Ghanem
- Department of Health Informatics, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary
| | - Eszter Faludi
- Department of Health Informatics, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary
| | - Chau Minh Nguyen
- Department of Health Informatics, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary
| | - Nóra Kovács
- Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Attila Csaba Nagy
- Department of Health Informatics, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary
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Porta-Etessam J, Santos-Lasaosa S, Rodríguez-Vico J, Núñez M, Ciudad A, Díaz-Cerezo S, Comellas M, Pérez-Sádaba FJ, Lizán L, Guerrero-Peral AL. Evaluating the Impact of a Training Program in Shared Decision-Making for Neurologists Treating People with Migraine. Neurol Ther 2023; 12:1319-1334. [PMID: 37310593 PMCID: PMC10310651 DOI: 10.1007/s40120-023-00495-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 05/09/2023] [Indexed: 06/14/2023] Open
Abstract
INTRODUCTION Migraine symptoms vary significantly between patients and within the same patient. Currently, an increasing number of therapeutic options are available for symptomatic and preventive treatment. Guidelines encourage physicians to use shared decision-making (SDM) in their practice, listening to patients' treatment preferences in order to select the most suitable and effective therapy. Although training for healthcare professionals could increase their awareness of SDM, results concerning its effectiveness are inconclusive. This study aimed to analyze the impact of a training activity to promote SDM in the context of migraine care. This was addressed by evaluating the impact on patients' decisional conflict (main objective), patient-physician relationship, neurologists' perceptions of the training and patient's perception of SDM. METHODS A multicenter observational study was conducted in four highly specialized headache units. The participating neurologists received SDM training targeting people with migraine in clinical practice to provide techniques and tools to optimize physician-patient interactions and encourage patient involvement in SDM. The study was set up in three consecutive phases: control phase, in which neurologists were blind to the training activity and performed the consultation with the control group under routine clinical practice; training phase, when the same neurologists participated in the SDM training; and SDM phase, in which these neurologists performed the consultation with the intervention group after the training. Patients in both groups with a change of treatment assessment during the visit completed the Decisional conflict scale (DCS) after the consultation to measure the patient's decisional conflict. Also, patients answered the patient-doctor relationship questionnaire (CREM-P) and the 9-item Shared Decision-Making Questionnaire (SDM-Q-9). The mean ± SD scores obtained from the study questionnaires were calculated for both groups and compared to determine whether there were significant differences (p < 0.05). RESULTS A total of 180 migraine patients (86.7% female, mean age of 38.5 ± 12.3 years) were included, of which 128 required a migraine treatment change assessment during the consultation (control group, n = 68; intervention group, n = 60). A low decisional conflict was found without significant differences between the intervention (25.6 ± 23.4) and control group (22.1 ± 17.9; p = 0.5597). No significant differences in the CREM-P and SDM-Q-9 scores were observed between groups. Physicians were satisfied with the training and showed greater agreement with the clarity, quality and selection of the contents. Moreover, physicians felt confident communicating with patients after the training, and they applied the techniques and SDM strategies learned. CONCLUSION SDM is a model currently being actively used in clinical practice for headache consultation, with high patient involvement in the process. This SDM training, while useful from the physician's perspective, may be more effective at other levels of care where there is still room for optimization of patient involvement in decision-making.
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Affiliation(s)
- J Porta-Etessam
- Neurology Department, Hospital Clínico San Carlos, Madrid, Spain
| | - S Santos-Lasaosa
- Neurology Department, Hospital Clínico Universitario Lozano Blesa, Zaragoza, Spain
| | | | | | | | | | | | | | - L Lizán
- Outcomes'10, Castellón, Spain.
- Department of Medicine, Jaume I University, Av. Sos Baynat s/n, 12071, Castellón, Spain.
| | - A L Guerrero-Peral
- Headache Unit, Neurology Department, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
- Department of Medicine, University of Valladolid, Valladolid, Spain
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Jiménez-García R, López-de-Andrés A, de Miguel-Diez J, Zamorano-León JJ, Carabantes-Alarcón D, Noriega C, Cuadrado-Corrales N, Pérez-Farinos N. Time Trends and Sex Differences in the Association between Diabetes and Chronic Neck Pain, Chronic Low Back Pain, and Migraine. Analysis of Population-Based National Surveys in Spain (2014-2020). J Clin Med 2022; 11:jcm11236953. [PMID: 36498528 PMCID: PMC9739053 DOI: 10.3390/jcm11236953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 11/29/2022] Open
Abstract
(1) Background: To assess the time trend in the prevalence of chronic neck pain (CNP), chronic low back pain (CLBP), and migraine or frequent headache (MFH) among people with diabetes in Spain from 2014 to 2020, this study identified sex differences and compared the prevalence of these pain sites between people with diabetes and age−sex-matched non-diabetic subjects. (2) Methods: The study design included a cross-sectional and a case−control study. The data were obtained from the European Health Interview Surveys for Spain conducted in 2014 and 2020. The presence of diabetes, CNP, CLBP, and MFH was self-reported. Study covariates included sociodemographic characteristics, comorbidities, lifestyles, and pain-related variables. (3) Results: Among people with diabetes, the prevalence of CNP, CLBP, and MFH did not improve from 2014 to 2020. Women with diabetes had a significantly higher prevalence of all the pain sites analyzed than men with diabetes. After matching by sex and age, the prevalence of CNP (26.0% vs. 21.1%; p < 0.001), CLBP (31.2% vs. 25.0%; p < 0.001), and MFH (7.7% vs. 6.5%; p = 0.028) was higher for people with diabetes than for those without diabetes. Self-reported mental disease was independently associated with reporting the three pain sites analyzed in people with diabetes. (4) Conclusions: The prevalence of CNP, CLBP, and MFH has remained stable over time. Remarkable sex differences were found, with a higher prevalence among women than men with diabetes. Diabetes was associated with reporting in all the pain sites analyzed. Self-reported mental disease was associated with reporting CNP, CLBP, and MFH.
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Affiliation(s)
- Rodrigo Jiménez-García
- Department of Public Health and Maternal & Child Health, Faculty of Medicine, Universidad Complutense de Madrid, IdISSC, 28040 Madrid, Spain
| | - Ana López-de-Andrés
- Department of Public Health and Maternal & Child Health, Faculty of Medicine, Universidad Complutense de Madrid, IdISSC, 28040 Madrid, Spain
- Correspondence: ; Tel.: +34-913-941-520
| | - Javier de Miguel-Diez
- Respiratory Care Department, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Universidad Complutense de Madrid, 28007 Madrid, Spain
| | - José J. Zamorano-León
- Department of Public Health and Maternal & Child Health, Faculty of Medicine, Universidad Complutense de Madrid, IdISSC, 28040 Madrid, Spain
| | - David Carabantes-Alarcón
- Department of Public Health and Maternal & Child Health, Faculty of Medicine, Universidad Complutense de Madrid, IdISSC, 28040 Madrid, Spain
| | - Concepción Noriega
- Department of Nursery and Physiotherapy, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
| | - Natividad Cuadrado-Corrales
- Department of Public Health and Maternal & Child Health, Faculty of Medicine, Universidad Complutense de Madrid, IdISSC, 28040 Madrid, Spain
| | - Napoleón Pérez-Farinos
- Public Health and Psychiatry Department, Faculty of Medicine, Universidad de Málaga, 29016 Málaga, Spain
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Investigation of the correlation between diabetic retinopathy and prevalent and incident migraine in a national cohort study. Sci Rep 2022; 12:12443. [PMID: 35859157 PMCID: PMC9300720 DOI: 10.1038/s41598-022-16793-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 07/15/2022] [Indexed: 11/21/2022] Open
Abstract
Migraine is a disease characterized by cerebral vasodilation. While diabetes has previously been associated with a lower risk of migraine, it is not known if diabetic retinopathy (DR), a retinal peripheral vascular occlusive disease, is a potential biomarker of protection against migraine. Therefore, we aimed to examine diabetic retinopathy as a marker of prevalent and 5-year incident migraine. In a national cohort, we compared patients with diabetes attending DR screening from The Danish National Registry of Diabetic Retinopathy (cases, n = 205,970) to an age- and gender-matched group of patients without diabetes (controls, n = 1,003,170). In the cross-sectional study, a multivariable model demonstrated a lower prevalence of migraine among cases compared with controls (OR 0.83, 95% CI 0.81–0.85), with a lower risk in cases with DR than in those without (OR 0.69, 95% CI 0.65–0.72). In the prospective study, a lower risk of incident migraine was found in a multivariable model in cases (HR 0.76, 95% CI 0.70–0.82), but this did not depend upon the presence of DR. To conclude, in a national study of more than 1.2 million people, patients screened for DR had a lower risk of present migraine, but DR was not a protective marker of incident migraine.
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Irimia P, García-Azorín D, Núñez M, Díaz-Cerezo S, de Polavieja PG, Panni T, Sicras-Navarro A, Sicras-Mainar A, Ciudad A. Persistence, use of resources and costs in patients under migraine preventive treatment: the PERSEC study. J Headache Pain 2022; 23:78. [PMID: 35794535 PMCID: PMC9261063 DOI: 10.1186/s10194-022-01448-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/23/2022] [Indexed: 01/03/2023] Open
Abstract
Background Migraine represents a serious burden for national health systems. However, preventive treatment is not optimally applied to reduce the severity and frequency of headache attacks and the related expenses. Our aim was to assess the persistence to traditional migraine prophylaxis available in Spain and its relationship with the healthcare resource use (HRU) and costs. Methods Retrospective observational study with retrospective cohort design of individuals with migraine treated with oral preventive medication for the first time from 01/01/2016 to 30/06/2018. One-year follow-up information was retrieved from the Big-Pac™ database. According to their one-year persistence to oral prophylaxis, two study groups were created and describe regarding HRU and healthcare direct and indirect costs using 95% confidence intervals (CI). The analysis of covariance (ANCOVA) was performed as a sensitivity analysis. Patients were considered persistent if they continued on preventive treatment until the end of the study or switched medications within 60 days or less since the last prescription. Non-persistent were those who permanently discontinued or re-initiated a treatment after 60 days. Results Seven thousand eight hundred sixty-six patients started preventive treatment (mean age (SD) 48.2 (14.8) and 80.4% women), of whom 2,545 (32.4%) were persistent for 6 months and 2,390 (30.4%) for 12 months. Most used first-line preventive treatments were antidepressants (3,642; 46.3%) followed by antiepileptics (1,738; 22.1%) and beta-blockers (1,399; 17.8%). The acute treatments prescribed concomitantly with preventives were NSAIDs (4,530; 57.6%), followed by triptans (2,217; 28.2%). First-time preventive treatment prescribers were mostly primary care physicians (6,044; 76.8%) followed by neurologists (1,221; 15.5%). Non-persistent patients required a higher number of primary care visits (mean difference (95%CI): 3.0 (2.6;3.4)) and days of sick leave (2.7 (0.8;4.5)) than the persistent ones. The mean annual expenditure was €622 (415; 829) higher in patients who not persisted on migraine prophylactic treatment. Conclusions In this study, we observed a high discontinuation rate for migraine prophylaxis which is related to an increase in HRU and costs for non-persistent patients. These results suggest that the treatment adherence implies not only a clinical benefit but also a reduction in HRU and costs. Supplementary Information The online version contains supplementary material available at 10.1186/s10194-022-01448-2.
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Affiliation(s)
- Pablo Irimia
- Department of Neurology, Headache Unit, University Clinic of Navarra, Av. Pio XII 36, 31008, Pamplona, Spain
| | - David García-Azorín
- Headache Unit, Department of Neurology, Hospital Clínico Universitario de Valladolid, Av. Ramón y Cajal 3, 47003, Valladolid, Spain
| | - Mercedes Núñez
- Lilly Spain, Av. de la Industria 30, 28108, Madrid, Spain.
| | | | | | - Tommaso Panni
- Lilly Deutschland GmbH, Werner-Reimers-Strasse 2-4, 61352, Bad Homburg, Germany
| | | | | | - Antonio Ciudad
- Lilly Spain, Av. de la Industria 30, 28108, Madrid, Spain
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Prevalence of Migraine in General Spanish Population; Factors Related and Use of Health Resources. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182111145. [PMID: 34769668 PMCID: PMC8583596 DOI: 10.3390/ijerph182111145] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/20/2021] [Accepted: 10/21/2021] [Indexed: 11/17/2022]
Abstract
Migraine is a common neurological disorder considered the second most disabling condition worldwide. Its prevalence ranges from 2.6% to 21.7% in population studies. This study aimed to know the prevalence of diagnosed and undiagnosed migraine in the general Spanish adult population, their health care use, and factors related. A descriptive cross-sectional study was undertaken with 23,089 individuals >15 years from the 2017 Spanish National Health Survey. Three groups were defined: people diagnosed with migraine (DM), people reporting undiagnosed migraine (UM) and people without migraine. Sociodemographic, clinical and use of health resources data were collected. The scales Duke Social Support Index (DSSI) and General Health Questionnaire (GHQ-12) were used. Prevalence of DM and UM were determined with 95% confidence intervals. To determine the factors associated with DM and UM, a multinomial logistic regression model was used. The prevalence of DM was 8.6% (95%CI: 8.2–9), and UM, 0.9% (95%CI: 0.8–1). People with DM more frequently visited healthcare professionals (47.8%), required more supplementary tests (86.8), had a higher percentage of hospitalization (11.3%), and used emergency services (45.1%). Women had nearly three times the risk of DM and UM. Worse mental health was a risk factor for UM (OR = 1.20) and DM (OR = 1.18). The greater the work stress, the greater the risk of DM (OR = 1.12). An adequate monitoring and management of migraine in people with these characteristics could contribute to improving their quality of life and reducing costs in the system.
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Jiménez-Trujillo I, López-de-Andrés A, Del Barrio JL, Hernández-Barrera V, Valero-de-Bernabé M, Jiménez-García R. Gender Differences in the Prevalence and Characteristics of Pain in Spain: Report from a Population-Based Study. PAIN MEDICINE 2020; 20:2349-2359. [PMID: 30789640 DOI: 10.1093/pm/pnz004] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
OBJECTIVE To assess the prevalence and characteristics of chronic neck pain, chronic low back pain, and migraine or frequent headaches among Spanish adults in 2014 according to gender, to identify predictors for each of these types of pains, and to compare the prevalence with those found in 2009. DESIGN Cross-sectional study. SETTING Spain. METHODS We used data collected from the 2014 European Health Interview Survey (N = 22,842). Sociodemographic features, self-rated health status, lifestyle habits, comorbid conditions, pain characteristics, and self-reported use of medications were analyzed. RESULTS The prevalence of all types of pain was significantly higher among women than men. For chronic neck pain, the figures were 25.68% vs 12.54%, for chronic low back pain, 27.03% vs 18.83%, and for migraine or frequent headaches, 15.93% vs 6.74%, in women and men, respectively. Predictors of these types of pain included female gender, advanced age, poor self-rated health, psychological distress, comorbidities, and obesity. The prevalence of neck pain and low back pain increased from 2009 to 2014 for both sexes, and the prevalence of migraine or frequent headaches remained stable over time. CONCLUSIONS The prevalence and intensity of all the forms of chronic pain were higher among women. Women experiencing pain used prescribed medications for pain, anxiety, and/or depression and sleeping pills more than men. The prevalence of chronic neck and low back has increased in the last five years in Spain, and the prevalence of migraine or frequent headaches has remained stable.
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Affiliation(s)
- Isabel Jiménez-Trujillo
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain
| | - Ana López-de-Andrés
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain
| | - José Luis Del Barrio
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain
| | - Valentín Hernández-Barrera
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain
| | - Marisa Valero-de-Bernabé
- Preventive Medicine and Public Health Department, Medicine Faculty, Universidad Complutense de Madrid, Madrid, Spain
| | - Rodrigo Jiménez-García
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Universidad Rey Juan Carlos, Alcorcón, Madrid, Spain
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Hagen K, Stovner LJ, Zwart JA. Time trends of major headache diagnoses and predictive factors. Data from three Nord-Trøndelag health surveys. J Headache Pain 2020; 21:24. [PMID: 32160857 PMCID: PMC7066736 DOI: 10.1186/s10194-020-01095-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 03/06/2020] [Indexed: 12/12/2022] Open
Abstract
AIMS The primary aim of this study was to investigate time trends of major headache diagnoses using cross-sectional data from two population-based health surveys. In addition, we aimed to perform a longitudinal assessment of baseline characteristics and subsequent risk for having headache at 22-years' follow-up among those participating in three health surveys. METHODS Data from the Nord-Trøndelag Health Study (HUNT) performed in 1995-1997 (HUNT2), 2006-2008 (HUNT3) and 2017-2019 (HUNT4) were used. The 1-year prevalence time trends of major headache diagnoses were estimated among 41,460 participants in HUNT4 and among 39,697 participants in HUNT3, two surveys with identical headache questions. 16,118 persons participated in all three surveys, and among these, a Poisson regression was used to evaluate health-related baseline information in HUNT2 and the risk ratios (RRs) with 95% confidence interval (CIs) of consistently reporting headache during follow-up. RESULTS Compared with the 1-year prevalence in HUNT3, a higher proportion of participants in HUNT4 had tension-type headache (20.7% vs. 15.9%, p < 0.001), whereas a lower 1-year prevalence was found for migraine (11.1% vs. 12.0%, p < 0.001) and medication overuse headache (MOH) (0.3% vs. 1.0%, p < 0.001). Participants in the age group 20-39 years at baseline nearly three times increased risk (RR = 2.8, 95% CI 2.5-3.1) of reporting headache in HUNT2, HUNT3 and HUNT4 than persons aged 50 years or more. Female sex, occurrence of chronic musculoskeletal complaints and high score of depression or anxiety at baseline doubled the risk of having headache in all three surveys. CONCLUSIONS The 1-year prevalence of migraine and MOH was lower in HUNT4 than in HUNT3. Young age, female sex, and occurrence of musculoskeletal complaints and high score of anxiety and/or depression were all associated with substantially increased risk of reporting headache in all three surveys.
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Affiliation(s)
- Knut Hagen
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway. .,Clinical Research Unit Central Norway, St. Olavs Hospital, Trondheim, Norway. .,Norwegian Advisory Unit on Headaches, St. Olavs University Hospital, 7489, Trondheim, Norway.
| | - Lars Jacob Stovner
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.,Norwegian Advisory Unit on Headaches, St. Olavs University Hospital, 7489, Trondheim, Norway
| | - John-Anker Zwart
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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Ong JJY, Patnaik D, Chan YC, Simon O, Finkelstein EA. Economic burden of migraine in Singapore. CEPHALALGIA REPORTS 2020. [DOI: 10.1177/2515816320908241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Objective: Despite the high prevalence and disabling nature of migraine, studies evaluating its economic burden in Singapore remain scant. This study aims to quantify the per capita and aggregate economic cost of episodic migraine (EM; ≤14 monthly headache days) without aura among full-time employees in Singapore. Methods: We administered a cross-sectional online survey to full-time employees in Singapore who met the International Classification of Headache Disorders (third edition, 2018) criteria for EM without aura. Eligible participants were classified by the frequency of monthly migraine days (MMDs): lower end episodic migraine (LEM; ≤3 MMDs) and upper end episodic migraine (UEM; 4–14 MMDs). The survey captured per capita healthcare resource utilization and lost work productivity (absenteeism and presenteeism) for each subgroup. Healthcare costs were obtained by multiplying unit costs by healthcare utilization. Finally, per capita (patient) costs of each subgroup were then imputed and multiplied by prevalence data to quantify the aggregate burden of migraine in Singapore. Results: Of the 606 participants who completed the survey, 81% experienced ≤3 MMDs. Total annual per capita costs were SGD4925 (USD 3620; 95% confidence interval (CI): SGD 4438–5411) and SGD14,476 (USD 10,639; 95% CI: SGD 11,908–17,045) for the LEM and UEM subgroup, respectively. Healthcare costs on average accounted for 17.6% of per capita costs, of which was driven primarily by diagnostic tests (33.6%), followed by consultations (17.1%), medications (16.7%), alternative medications (16.6%) and hospitalizations (14.8%). Lost productivity accounted for 82.4% of costs, chiefly attributable to absenteeism in the LEM group (38.2%), followed by presenteeism in the UEM group (26.0%), absenteeism in the UEM group (18.8%) and presenteeism in the LEM group (17.1%). The total cost to Singapore for EM in 2018 was approximately SGD 1 billion (USD 0.75 billion; SGD 1.00 = USD 0.74). Conclusion: Overall, EM imposes a substantial economic burden on society in Singapore. Total migraine cost per capita is greater in the UEM (4–14 MMDs) as compared to the LEM subgroup. Majority of the overall costs result from missed workdays and lost work productivity. Future research should determine the extent to which optimized migraine treatments could improve productivity, and by extension, mitigate the staggering costs of this disorder.
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Affiliation(s)
- Jonathan Jia Yuan Ong
- Division of Neurology, Department of Medicine, National University Hospital, National University Health System, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | - Yee Cheun Chan
- Division of Neurology, Department of Medicine, National University Hospital, National University Health System, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | - Eric A Finkelstein
- Duke-NUS Medical School, Singapore
- Duke University Global Health Institute, Durham, North Carolina, USA
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Darbà J, Marsà A. Analysis of the management and costs of headache disorders in Spain during the period 2011-2016: a retrospective multicentre observational study. BMJ Open 2020; 10:e034926. [PMID: 32060163 PMCID: PMC7044924 DOI: 10.1136/bmjopen-2019-034926] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES To investigate the number and characteristics of the Spanish population affected by headache disorders and the direct medical cost that these patients represent for the healthcare system. DESIGN A retrospective multicentre observational study. SETTING Records from all patients admitted with headache in primary and secondary care centres in Spain between 2011 and 2016 that were registered in a Spanish claims database were included in the analysis. Direct medical costs were calculated using the standardised average expenses of medical procedures determined by the Spanish Ministry of Health. RESULTS Data extraction claimed primary care records from 636 722 patients and secondary care records from 30 077 patients. Women represented 63% and 65% of all patients with headache in primary and secondary care respectively, with the exception of cluster headaches, a group with 60% of male patients. No large shifts were observed over time in patients' profile; contrarily, the number of cases per 10 000 patients attended in primary care increased 2-folds between 2011 and 2016 for migraine and 1.85-folds for other headaches. Migraine was the cause for 28% of primary care consultations and 50% of secondary care admissions, and it was responsible for the largest portion of healthcare costs in 2016, a total amount of € 7 302 718. The estimated annual direct medical cost of headache disorders was € 10 716 086. CONCLUSIONS Migraine was responsible for half of the secondary care admissions linked to headache disorders. The raise detected in the number of cases registered in primary care is likely to impact the direct medical costs associated to these disorders causing an increase in the total burden they represent for the Spanish National Healthcare System.
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Affiliation(s)
- Josep Darbà
- Department of Economics, Universitat de Barcelona, Barcelona, Spain
| | - Alicia Marsà
- Department of Health Economics, BCN Health Economics & Outcomes Research SL, Barcelona, Spain
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Roy R, Sánchez-Rodríguez E, Galán S, Racine M, Castarlenas E, Jensen MP, Miró J. Factors Associated with Migraine in the General Population of Spain: Results from the European Health Survey 2014. PAIN MEDICINE 2018; 20:555-563. [DOI: 10.1093/pm/pny093] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Rubén Roy
- Department of Psychology, Universitat Rovira i Virgili, Unit for the Study and Treatment of Pain – ALGOS, Research Center for Behavior Assessment (CRAMC), Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Catalonia, Spain
| | - Elisabet Sánchez-Rodríguez
- Department of Psychology, Universitat Rovira i Virgili, Unit for the Study and Treatment of Pain – ALGOS, Research Center for Behavior Assessment (CRAMC), Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Catalonia, Spain
| | - Santiago Galán
- Department of Psychology, Universitat Rovira i Virgili, Unit for the Study and Treatment of Pain – ALGOS, Research Center for Behavior Assessment (CRAMC), Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Catalonia, Spain
| | - Mélanie Racine
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Elena Castarlenas
- Department of Psychology, Universitat Rovira i Virgili, Unit for the Study and Treatment of Pain – ALGOS, Research Center for Behavior Assessment (CRAMC), Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Catalonia, Spain
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - Jordi Miró
- Department of Psychology, Universitat Rovira i Virgili, Unit for the Study and Treatment of Pain – ALGOS, Research Center for Behavior Assessment (CRAMC), Catalonia, Spain
- Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, Catalonia, Spain
- Chair in Pediatric Pain Universitat Rovira i Virgili-Fundación Grünenthal, Catalonia, Spain
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López-de-Andrés A, Luis Del Barrio J, Hernández-Barrera V, de Miguel-Díez J, Jimenez-Trujillo I, Martinez-Huedo MA, Jimenez-García R. Migraine in adults with diabetes; is there an association? Results of a population-based study. Diabetes Metab Syndr Obes 2018; 11:367-374. [PMID: 30050314 PMCID: PMC6056164 DOI: 10.2147/dmso.s170253] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
AIMS To investigate the association between migraine and diabetes mellitus while controlling for several socio-demographic characteristics, comorbidities, and lifestyle variables. We also aimed to identify which of these variables are associated with migraine among diabetics. PATIENTS AND METHODS We conducted a cross-sectional study using data taken from the European Health Interview Surveys for Spain conducted in 2009/10 (n=22,188) and 2014 (n=22,842). We selected those subjects ≥40 years of age. Diabetes status was self-reported. One non-diabetic control was matched by the year of survey, age, and sex for each diabetic case. The presence of migraine was defined as the affirmative answer to both of the following questions: "Have you suffered migraine or frequent headaches over the last 12 months?" and "Has your physician confirmed the diagnosis?". Independent variables included demographic and socio-economic characteristics, health status variables, lifestyle, and pain characteristics. RESULTS The prevalence of migraine was significantly higher among those suffering from diabetes (14.9% vs. 13.0%; p=0.021). The multivariable analysis showed that diabetes was not associated with a higher risk of migraine (adjusted OR 1.06; 95%CI 0.89-1.25). Among diabetic subjects, female sex, suffering concomitant mental disorders, respiratory disorders, neck pain, and low back pain were variables associated with suffering from migraine. CONCLUSION We found no significant differences in the prevalence of migraine between diabetics and non-diabetic age- and sex-matched controls after controlling for possible confounders.
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Affiliation(s)
- Ana López-de-Andrés
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcón, Madrid, Spain,
| | - José Luis Del Barrio
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcón, Madrid, Spain,
| | - Valentín Hernández-Barrera
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcón, Madrid, Spain,
| | - Javier de Miguel-Díez
- Respiratory Department, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Isabel Jimenez-Trujillo
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcón, Madrid, Spain,
| | - María Angeles Martinez-Huedo
- Preventive Medicine and Public Health Department, Teaching and Research Unit, University Hospital La Paz, Madrid, Spain
| | - Rodrigo Jimenez-García
- Preventive Medicine and Public Health Teaching and Research Unit, Health Sciences Faculty, Rey Juan Carlos University, Alcorcón, Madrid, Spain,
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13
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Global, regional, and national burden of neurological disorders during 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet Neurol 2017; 16:877-897. [PMID: 28931491 PMCID: PMC5641502 DOI: 10.1016/s1474-4422(17)30299-5] [Citation(s) in RCA: 1341] [Impact Index Per Article: 191.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 07/29/2017] [Accepted: 08/23/2017] [Indexed: 02/05/2023]
Abstract
BACKGROUND Comparable data on the global and country-specific burden of neurological disorders and their trends are crucial for health-care planning and resource allocation. The Global Burden of Diseases, Injuries, and Risk Factors (GBD) Study provides such information but does not routinely aggregate results that are of interest to clinicians specialising in neurological conditions. In this systematic analysis, we quantified the global disease burden due to neurological disorders in 2015 and its relationship with country development level. METHODS We estimated global and country-specific prevalence, mortality, disability-adjusted life-years (DALYs), years of life lost (YLLs), and years lived with disability (YLDs) for various neurological disorders that in the GBD classification have been previously spread across multiple disease groupings. The more inclusive grouping of neurological disorders included stroke, meningitis, encephalitis, tetanus, Alzheimer's disease and other dementias, Parkinson's disease, epilepsy, multiple sclerosis, motor neuron disease, migraine, tension-type headache, medication overuse headache, brain and nervous system cancers, and a residual category of other neurological disorders. We also analysed results based on the Socio-demographic Index (SDI), a compound measure of income per capita, education, and fertility, to identify patterns associated with development and how countries fare against expected outcomes relative to their level of development. FINDINGS Neurological disorders ranked as the leading cause group of DALYs in 2015 (250·7 [95% uncertainty interval (UI) 229·1 to 274·7] million, comprising 10·2% of global DALYs) and the second-leading cause group of deaths (9·4 [9·1 to 9·7] million], comprising 16·8% of global deaths). The most prevalent neurological disorders were tension-type headache (1505·9 [UI 1337·3 to 1681·6 million cases]), migraine (958·8 [872·1 to 1055·6] million), medication overuse headache (58·5 [50·8 to 67·4 million]), and Alzheimer's disease and other dementias (46·0 [40·2 to 52·7 million]). Between 1990 and 2015, the number of deaths from neurological disorders increased by 36·7%, and the number of DALYs by 7·4%. These increases occurred despite decreases in age-standardised rates of death and DALYs of 26·1% and 29·7%, respectively; stroke and communicable neurological disorders were responsible for most of these decreases. Communicable neurological disorders were the largest cause of DALYs in countries with low SDI. Stroke rates were highest at middle levels of SDI and lowest at the highest SDI. Most of the changes in DALY rates of neurological disorders with development were driven by changes in YLLs. INTERPRETATION Neurological disorders are an important cause of disability and death worldwide. Globally, the burden of neurological disorders has increased substantially over the past 25 years because of expanding population numbers and ageing, despite substantial decreases in mortality rates from stroke and communicable neurological disorders. The number of patients who will need care by clinicians with expertise in neurological conditions will continue to grow in coming decades. Policy makers and health-care providers should be aware of these trends to provide adequate services. FUNDING Bill & Melinda Gates Foundation.
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Borkum JM. Migraine Triggers and Oxidative Stress: A Narrative Review and Synthesis. Headache 2015; 56:12-35. [PMID: 26639834 DOI: 10.1111/head.12725] [Citation(s) in RCA: 151] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2015] [Indexed: 01/01/2023]
Abstract
BACKGROUND Blau theorized that migraine triggers are exposures that in higher amounts would damage the brain. The recent discovery that the TRPA1 ion channel transduces oxidative stress and triggers neurogenic inflammation suggests that oxidative stress may be the common denominator underlying migraine triggers. OBJECTIVE The aim of this review is to present and discuss the available literature on the capacity of common migraine triggers to generate oxidative stress in the brain. METHODS A Medline search was conducted crossing the terms "oxidative stress" and "brain" with "alcohol," "dehydration," "water deprivation," "monosodium glutamate," "aspartame," "tyramine," "phenylethylamine," "dietary nitrates," "nitrosamines," "noise," "weather," "air pollutants," "hypoglycemia," "hypoxia," "infection," "estrogen," "circadian," "sleep deprivation," "information processing," "psychosocial stress," or "nitroglycerin and tolerance." "Flavonoids" was crossed with "prooxidant." The reference lists of the resulting articles were examined for further relevant studies. The focus was on empirical studies, in vitro and of animals, of individual triggers, indicating whether and/or by what mechanism they can generate oxidative stress. RESULTS In all cases except pericranial pain, common migraine triggers are capable of generating oxidative stress. Depending on the trigger, mechanisms include a high rate of energy production by the mitochondria, toxicity or altered membrane properties of the mitochondria, calcium overload and excitotoxicity, neuroinflammation and activation of microglia, and activation of neuronal nicotinamide adenine dinucleotide phosphate (NADPH) oxidase. For some triggers, oxidants also arise as a byproduct of monoamine oxidase or cytochrome P450 processing, or from uncoupling of nitric oxide synthase. CONCLUSIONS Oxidative stress is a plausible unifying principle behind the types of migraine triggers encountered in clinical practice. The possible implications for prevention and for understanding the nature of the migraine attack are discussed.
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Affiliation(s)
- Jonathan M Borkum
- Department of Psychology, University of Maine, Orono, ME, USA.,Health Psych Maine, Waterville, ME, USA
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