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The Prevalence of Migraine in Iran: A Systematic Review and Meta-Analysis

AUTHORS

Zeynab Farhadi 1 , Saeideh Alidoost 2 , Meysam Behzadifar 3 , Roghayeh Mohammadibakhsh 4 , Najmeh Khodadadi 5 , Razieh Sepehrian 6 , Rahim Sohrabi 7 , Masood Taheri Mirghaed 6 , Morteza Salemi 8 , Hamid Ravaghi 6 , Masoud Behzadifar 2 , 3 , 6 , *

1 School of Medicine, Babol University of Medical Sciences, Babol, IR Iran

2 Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, IR Iran

3 Department of Public Health, Faculty of Health and Nutrition, Lorestan University of Medical Sciences, Khorramabad, IR Iran

4 Hamadan University of Medical Sciences, Hamadan, IR Iran

5 Mashhad University of Medical Sciences, Mashhad, IR Iran

6 Department of Health Services Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, IR Iran

7 Iranian Social Security Organization, Zanjan Province Health Administration, Zanjan, IR Iran

8 Social Determinants in Health Promotion Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, IR Iran

How to Cite: Farhadi Z, Alidoost S, Behzadifar M, Mohammadibakhsh R, Khodadadi N, et al. The Prevalence of Migraine in Iran: A Systematic Review and Meta-Analysis, Iran Red Crescent Med J. 2016 ; 18(10):e40061. doi: 10.5812/ircmj.40061.

ARTICLE INFORMATION

Iranian Red Crescent Medical Journal: 18 (10); e40061
Published Online: September 21, 2016
Article Type: Review Article
Received: June 15, 2016
Revised: August 20, 2016
Accepted: September 13, 2016
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Abstract

Context: Migraine is a major dilemma and problem which affects public health and results to reduced quality of life. This study aimed to determine the prevalence of migraine in Iran.

Evidence Acquisition: A systematic search was conducted using Pub Med, Web of Science, Embase, Scopus, Ovid, Google Scholar, as well as Iranian databases including: MagIran, IranMedex and Scientific Information Databank, from 2000 to November, 2015. The Der-Simonian/Laird’s random-effects model, with a 95% confidence interval was employed to estimate the overall pooled prevalence. Heterogeneity was investigated using subgroup analysis based on sample size and time of study.

Results: Thirty studies comprising 33,873 participants met the inclusion criteria for the analysis. The overall prevalence of migraine in Iran was 14% (95% CI, 12% to 17%), respectively. The overall prevalence was (8%; 95% CI 6% to 11%) according to the international classification of headache disorders (ICHD-1), (17%; 95% CI 13% to 21%) according to ICHD-2, and (18%; 95% CI 7% to 30%) according to the other questionnaire for migraine screener (ID Migraine), respectively. Meta-regression demonstrated that the prevalence of migraine increased by year of publication and decreased by sample size.

Conclusions: The prevalence of migraine in Iran, which was estimated as 14%, was similar or even higher than that reported world-wide. Migraine can have impact on the economic productivity of any country; therefore it is necessary to educate people on the early detection and the discovery of an effective treatment of migraine. More thorough review of further studies in this field is recommended.

Keywords

Meta-Analysis Migraine Prevalence Iran

Copyright © 2016, Iranian Red Crescent Medical Journal. This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/) which permits copy and redistribute the material just in noncommercial usages, provided the original work is properly cited.

1. Context

Headaches are one of the most common diseases worldwide, and they occur in all age groups, from childhood to old age. Almost everyone experiences headache in life (1). Primary disorders of headache include migraine and tension-headaches (2). Migraine is a chronic neurovascular disorder in the brain. Migraine headache is commonly throbbing and unilateral, and it is associated with photophobia, phonophobia and/or nausea. It could be so severe that it interferes with daily activity (3). People with migraines suffer from pains and attacks which result from the disease. Exposure to sun, stress, anxiety, sleep disorders, multiple trips, eating habits, fatigue, smoking and low levels of economic life are important risk factors associated with migraine (4). Migraine is a major dilemma and problem of public health which leads to reduced quality of life. It also adversely affects the individual, family and social activities (5). People between the ages of 10 to 40, who are considered as part of the economically active workforce in every country, are more prone to migraine attacks (6). Costs arising from the treatment of migraine have great effect on the economy of any country, and due to the disability in the individual caused by the disease; there is decrease in the production and productivity of the active workforces of the society (5, 6). Studies have shown that the prevalence rate of migraines in the world is between 10 and 18% (4). In Western countries, about 12% of the total populations are affected by migraine, with females being three times more prone to this disease than males (7). According to the global of burden disease (GBD) in 2013, migraine is the sixth leading cause of disabilities in the world (8). In recent years, several studies on the prevalence of migraine in different population groups in Iran have been conducted. The present study aimed to determine a general estimate of the prevalence of migraine in Iran and also to assess the general trend of the problem. This study is the first systematic review and meta-analysis of migraine prevalence in Iran. The results of this study may be helpful in enlightening policy makers and authorities regarding the real situation and necessity of adopting effective policies and programs for the purpose of reducing migraine in Iran.

2. Evidence Acquisition

2.1. Data Source

Two authors carried out an independent international databases search, including Pub Med, Web of Science (ISI), Embase, Scopus, Ovid, Google Scholar, while the Iranian databases search included MagIran, IranMedex and Scientific Information Databank (SID). This search was conducted up to November, 2015. Databases were searched using the Mesh terms like ‘‘Prevalence’’, ‘‘Migraine’’ and related terms of studies published in Persian and English languages. References of articles were also checked for any relevant articles. Figure 1 shows the literature search in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) (9).

Flowchart of Search and Studies Selection
Figure 1. Flowchart of Search and Studies Selection

2.2. Study Selection

Inclusion criteria were: Studies which reported rate of migraine prevalence among an Iranian-based population, studies which utilized the International system of classification of headache disorder (ICHD) criteria or screening tools for the prevalence of migraine, case-control studies or cohort studies. The exclusion criteria were: unknown sample origins, unclear results and methods, use of case reports and case series design, studies in which the treatment was intended, studies which reported migraine incidence among non-Iranian nationality, meta-analysis, reviews, meeting abstract or editorial comments, and studies having duplicate data.

Articles were independently screened by two authors for relevance, and conflicts were resolved by discussion and a third author.

2.3. Data Extraction

Variables extracted for each study included: First author’s name, publication year, location of studies, age, the gender of the participants, sample size, number of cases, screening method, STROBE quality and diagnostic criteria. Assessment of the quality of the studies was done using strengthening the reporting of observational studies in epidemiology (STROBE) checklist (10). The base checklists of STROBE for the studies were classified in three categories which included high, intermediate and low quality. Seven items from the recommended checklist of STROBE were selected and used for assessing the quality of studies. These items included: present the key elements of the study design, clearly define the outcome of migraine, give the eligibility criteria, explain how the study sample was arrived at, describe the setting, locations, and relevant dates, give sources of data and details of methods of assessment, and describe all statistical methods. The studies were classified as high quality if all items were achieved, as intermediate quality if they did not achieve one criterion, and as low quality if they did not achieve more than one criterion.

2.4. Statistical Analysis

A pooled estimated prevalence of migraine was generated using Der-Simonian and Laird’s random-effects model. The reported effective estimate with 95% confidence interval (CI) variance for the studies was calculated using the Binomial distribution formula. Statistical heterogeneity was assessed among the studies using Chi-square-based Q test and I2 (11).

All statistical significances were at P-values less than 0.05. The sources of heterogeneity were obtained using meta-regression which was analyzed on the prior knowledge of effective factors, such as sample size and publication year. Also, subgroup analysis by sample size, diagnostic criteria, groups, geographical region, and quality of the studies was done to obtain the source of heterogeneity. A sensitivity analysis was performed to determine the effect of each study on the prevalence of migraine by sequentially omitting each data set. Egger’s test and funnel plot was used to assess publication bias (12). All data were analyzed using STATA Ver.12 (Stata Corp, College Station, TX, USA).

3. Results

All databases (English and Persian) were searched from 2000 to 2015 (11 years), using the search keywords. The following search strategy” migraine” OR “headache” AND “prevalence” AND “Iran” were used. Two authors independently assessed the abstract and full-text studies and selected the studies using the inclusion and exclusion criteria. Finally, 30 articles which comprised 33,873 participants were included in this systematic review and meta-analysis study (13-42). The results of literature searches are shown in Figure 1 and Table 1. The pooled prevalence of migraine, using the random-effects model in Iran, was 14% (95% CI 12% to17%), and this is considered as significant (P < 0.05) (Figure 2). The results of Q Cochran test = 2603.99 and I2 = 98.9%, d.f = 29; (P <0.0000) showed the prevalence of migraine as being strongly heterogeneous among 30 studies. The minimum prevalence of migraine was 2% (95% CI 1% to 2%) according to Ayatollahi (2006) (22) in Shiraz, a town province, respectively, and the maximum prevalence of migraine was (46%, 95% CI 39% to 53%) according to Tavasoli (2013) (38) in Tabriz town, respectively. The prevalence of migraine based on provinces in Iran is shown in Figure 3. Meta-regression showed that the prevalence of migraine increased by publication year and decreased by sample size (Table 2 and Figure 4). Based on analysis of the quality of studies which included meta-analysis, according to the STROB check list, it was observed that fifteen studies (50%) were of high quality, eight studies (26.6%) were of intermediate quality, and seven studies (23.4%) were of low quality.

Table 1. Characteristics of All Eligible Studies
AuthorYearCitiesSample SizeDiagnostic CriteriaParticipantsType of Study
Yousefi1999Zanjan554ICHD-1StudentsCross-sectional
Naderi2000Kerman, Isfahan, Sharekord700ICHD-2StudentsCross-sectional
Ayatollahi2002Shiraz1868ICHD-1Population-basedCross-sectional
Mirzaee2004Sharehkord550ICHD-1StudentsCross-sectional
Ghayeghran2004Rasht1965ICHD-1StudentsCross-sectional
Moaiedi2004Bandar Abbas104ICHD-2StudentsCross-sectional
Hashemilar2004Ardabil631ICHD-1StudentsCross-sectional
Ayatollahi2005Shiraz538ICHD-2TeachersCross-sectional
Bahrami2006Khoramabad2213Other questionnaireStudentsCross-sectional
Shahraki2006Zahedan1539Other questionnaireTeachersCross-sectional
Foroughi pour2006Mashhad423Other questionnairePopulation-basedCross-sectional
Ayatollahi 2006Shiraz2226ICHD-1StudentsCross-sectional
Sadreddini2006Tabriz340ICHD-2StudentsCross-sectional
Sedighi2006Kerman4521ICHD-1StudentsCross-sectional
Modara2008Ilam309ICHD-2StudentsCross-sectional
Ayatollahi2009Shiraz1023ICHD-2Population-basedCross-sectional
Fallahzadeh2011Yazd930ICHD-1StudentsCross-sectional
Khazaie2011Birjand723ICHD-1StudentsCross-sectional
Shahraki2011Zahedan210ICHD-2StudentsCross-sectional
Zangeneh2012Isfahan764ICHD-2Population-basedCross-sectional
Bahrami2012Khoramabad1000Other questionnairePopulation-basedCross-sectional
Zarei2012Jahrom1593Other questionnairePopulation-basedCross-sectional
Ghorbani2013Isfahan480ICHD-2StudentsCross-sectional
Yazdanparast2013BandarAbbas350ICHD-2StudentsCross-sectional
Shahbeigi2013Tehran3655ICHD-2Population-basedCross-sectional
Tavasoli2013Tabriz190ICHD-2Population-basedCross-sectional
Abdollahpour2010Boukan857ICHD-1StudentsCross-sectional
Seyed Saadat2014Rasht541ICHD-2Population-basedCross-sectional
Ahmadpanah2014Hamadan1000ICHD-2Population-basedCross-sectional
Rabiee2015Tehran2076ICHD-2Population-basedCross-sectional
Forest Plot of Prevalence of Migraine in Iran Based on Diagnostic Criteria
Figure 2. Forest Plot of Prevalence of Migraine in Iran Based on Diagnostic Criteria
Graphic Representation of Overall Distribution of Migraine in the Provinces in Iran
Figure 3. Graphic Representation of Overall Distribution of Migraine in the Provinces in Iran
Table 2. Meta-Regression Analysis of Prevalence of Migraine in Iran
CoefficientStandard ErrorTPConfidence Interval 95%
LowerUpper
Publication year0.00743310.00459721.620.118-0.00199960.0168659
Sample size-0.00001570.0000191-0.820.419-0.00005490.0000235
Cons-14.765649.23323-1.600.121-33.710664.179387
Association Between Prevalence by Publication of Year and Sample Size
Figure 4. Association Between Prevalence by Publication of Year and Sample Size

The results of the subgroup analysis showed the prevalence of migraine in Iran based sample size, diagnostic criteria, groups and geographical region, was performed.

The pooled prevalence was based on sample size as shown in Figure 5. The pooled prevalence was based on diagnostic criteria as shown in Figure 6. The pooled prevalence was based on groups of participants as shown in Figure 7. The pooled prevalence was based on geographical region as shown in Figure 8. The pooled prevalence was based on quality of studies as shown in Figure 9.

The Pooled Prevalence of Migraine in Iran Was Based on Sample Size
Figure 5. The Pooled Prevalence of Migraine in Iran Was Based on Sample Size
The Pooled Prevalence of Migraine in Iran Was Based on Diagnostic Criteria
Figure 6. The Pooled Prevalence of Migraine in Iran Was Based on Diagnostic Criteria
The Pooled Prevalence of Migraine in Iran Was Based on Groups of Participants
Figure 7. The Pooled Prevalence of Migraine in Iran Was Based on Groups of Participants
The Pooled Prevalence of Migraine in Iran Was Based on Geographical Region
Figure 8. The Pooled Prevalence of Migraine in Iran Was Based on Geographical Region
The Pooled Prevalence of Migraine in Iran Was Based on Quality of Studies
Figure 9. The Pooled Prevalence of Migraine in Iran Was Based on Quality of Studies

For robustness of result, sensitivity analysis was performed by eliminating each study. There was no significant change in the overall prevalence (Figure 10). Figure 11 shows the analyses of the publication bias of studies in review, using Egger’s test and funnel plot. The results showed that there existed publication bias among the studies (P = 0.000).

The Pooled Prevalence Sensivity Analysis of Migriane in Iran
Figure 10. The Pooled Prevalence Sensivity Analysis of Migriane in Iran
Funnel Plot and Egger Test to Assess Publication Bias
Figure 11. Funnel Plot and Egger Test to Assess Publication Bias

4. Discussion

The prevalence rate of Migraine obtained for an Iranian population was obtained as 14%. This rate is higher than that reported by Lipton et al. in US (43), Radtke and Hannelore in Germany (44), and Ertas et al. in Turkey (45), but lower than that reported by Manandhar et al. in Nepal (46) and Rao et al. in India (47). The articles obtained from the subgroup were analyzed to evaluate the ratio of prevalence rate of migraine in the studied groups. In the current study, the prevalence rate of migraine among medical students was higher than that obtained by Ojini in Nigeria (48), and lower than that obtained by Bindu Menon and Kinnera in India (49), and Kurt and Kaplan (50). The difference in the prevalence rate of migraine in medical students obtained from various studies can be justified due to some reasons like diverse work methods or differences in the questionnaires used in studies. However, the greater number of females in the studies in comparison to the males could also be another reason for the prevalence of migraine in the students. Some stressful periods like midterm or final exams could also be responsible for the higher prevalence rate of migraine in the students. Racial and economic differences, climatic conditions, feeding habits and social situations may also be some factors which influenced the prevalence rate of migraine in the students (51). In different studies, the prevalence rate of migraine was investigated in medical students and according to the results; the students were more likely to have migraines than any other non-medical students due to the environmentally and educationally stressful conditions (52, 53). Migraine in primary and high school students is often associated with complaints of headaches, and in many cases this issue prevents the students from attending schools, resulting to disability in daily activities. Iran is of a young population, and the identification of individuals who suffer from migraines can lead to the discovery of treatment which can help to make the patients an economically active workforce and more productive in the society. At the secondary and high schools ages, daily stresses faced by the students can lead to an increase in the risk of migraine. Stressful events for students commences from the beginning of school, and the expectations of parents from the students to attain the peak of academic achievements is another reason which can cause an increased incidence of migraine (54, 55). The interpretation of the prevalence with respect to different geographical areas in Iran showed high prevalence rate of migraine in the South and West (40%). The southern regions in Iran are geographically tropical and the air temperature is very high. Daily activities and work-related stresses in hot and harsh conditions could be the reason for the increased prevalence of migraine in these areas. The Western regions in Iran are associated with cold weather, and cities in these areas often have large populations and lower economic levels. These conditions prevent people from meeting their financial needs. Hard physical activities and individual stresses could also be justifiable reasons for the prevalence of migraine in these areas. A number of studies have noted the relationship between vitamin D levels and the incidence of chronic pain (56). Some anecdotal evidences indicated that vitamin D may have a role in the incidence of headaches (57). The prevalence of migraine is worldwide and in different geographic areas (3). Many factors could be responsible for the differences in the ratio of prevalence of migraine in several countries. Some of these factors include cultures and also environmental and genetic conditions (58). The results of this study suggest that migraine is indeed influenced by climate, economic index and cultural factors. It seems that job conditions can either increase or decrease the prevalence of migraine in patients. Of course, this issue requires additional study. The results of the meta-regression indicated that there existed no significant relationship between the prevalence of migraine and the year of publication and sample size of the studies; however, Figure 4 shows a decreasing trend for the prevalence of migraine in Iran; although this was not found to be significant. These decreasing trends in countries might have resulted from factors like increased levels of quality of life and the promotion of educational programs and diagnostic methods for migraine, to mention a few. Notwithstanding, there may be unknown factors or changes in the known contributory factors over time.

A comparison of the prevalence of migraine in different regions of Iran indicated that it is widespread in the western (21 %), southern (19 %), central and north (11 %), and eastern (8 %) regions. It has been suggested that several social, climatic conditions, economic, and cultural factors may have effect on the prevalence of migraine. The differences in the prevalence of migraine between the various regions in Iran are therefore not surprising, given that the Iranian population exhibits cultural diversity and different economic index. It seems that the results of this study indicate that the living conditions can also have a great impact on the higher prevalence of migraine in the different groups of the society, such students. This agrees with the previous findings that migraine prevalence increases rapidly in studies regarding age.

One of the major advantages of this study is the huge sample size which is a valuable study in the field of evaluating the prevalence rate of migraine in Iran. Over the past years, in Iran, the prevalence of migraine in a population based on various studies in different provinces has been evaluated using a variety of methods performed by questionnaires and face to face interviews. The incongruity among 30 studies was analyzed. Some limitations of the study are: in the present study, the methods of conducting the 30 studies entered into the analysis contained large variety, and the significant heterogeneity was identified among studies. This issue had effect on the accuracy of the results. Lack of consistency in the diagnostic criteria in some studies regarding the diagnosis of migraine was one of the important reasons for heterogeneity among studies. Also, in some provinces of Iran, there existed no previous studies on the prevalence of migraine. There was no appropriate data according to gender and age in some studies. Under such conditions, the results of this study should be interpreted with caution.

In conclusion, migraine in Iran has an estimated prevalence of 14%. The study showed that the prevalence of migraine is high in Iran. Considering the impacts of migraine on economic productivity of any country, it seems necessary to train people for the early detection and obtaining of effective treatment of migraine. However, more studies are required to assess the prevalence of migraine in the population of Iran.

Acknowledgements

Footnote

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