Skip to main content
BMC Neurology logoLink to BMC Neurology
. 2018 Feb 7;18:15. doi: 10.1186/s12883-018-1019-2

Increasing prevalence of familial recurrence of multiple sclerosis in Iran: a population based study of Tehran registry 1999–2015

Sharareh Eskandarieh 1,2, Narges Sistany Allahabadi 2, Malihe Sadeghi 2, Mohammad Ali Sahraian 2,3,
PMCID: PMC5804012  PMID: 29415659

Abstract

Background

Tehran is the capital of Iran with an increasing multiple sclerosis (MS) prevalence. A retrospective population-based study was conducted to evaluate the trends of MS prevalence in Tehran.

Methods

A population-based survey was conducted for the period 1999 to 2015, based on Iranian MS Society (IMSS) registry system of Tehran, the capital city of Iran. Point regression analysis was applied on MS trend data to find annual percent change (APC).

The logistic regression analysis was used to estimate the odds ratio (OR) for individual variables in order to assess factors associating with familial recurrence of MS. P values < 0.05 were considered significant.

Results

MS prevalence has significantly increased during the study period from 1999 to 2015 (56.22 per 100,000). Total point prevalence of MS was 115.94 per 100,000 persons in 2015 compared to general population. Positive family history of MS was observed among 12.4% of patients. The strongest association amongst first-degree relatives was found in siblings, p value ≤ 0.001.

Conclusion

MS prevalence is rising in Tehran and this city is one of the regions with highest MS prevalence in Asia. In this sample, the largest proportion of relatives with MS were found among first-degree relatives, particularly siblings. Familial recurrence correlated with relative type.

Keywords: Multiple sclerosis, Prevalence, Familial recurrence, Tehran

Background

Multiple sclerosis (MS) is the second most common cause of disability in young adults, after trauma [1, 2].

It is an inflammatory autoimmune demyelinating disorder of the central nervous system resulting from a combination of genetic and environmental factors [3]. It mostly presents during 20 to 50 years of age, although there are special cases of MS presentation in pediatric and older ages [2, 4].

In 1980, Kurtzke divided the world into three regions of high (≥30/100,000), intermediate (5–25/100,000), and low risk for MS (≤5/100,000) [5]. According to epidemiological studies, the prevalence and incidence of MS have increased worldwide during the last decades. MS prevalence in Iran is 51.52 /100,000 and this country is among the countries with high risk of MS in Middle East and North Africa [6]. In 2013, the areas with the highest prevalence in Iran were Isfahan (89/100,000), Tehran (88/100,000), and Fars (78/100,000) [7, 8]. The age-standardized prevalence in Tehran increased from 50.57/100,000 in 2008 to 74.28/100,000 in 2013 (113.49 for women and 37.41 for men) [6]. The female to male sex ratio of MS has increased in Canada, Australia and Japan [8]. In Iran, the average sex ratio in 2013 was 3.34:1 [7].

Familial recurrence studies in MS are useful to identify the correlated effects of genes and environment in the etiology of the disease [9]. Familial recurrence association is one of the strongest identified factors in MS, with the increased risk of MS presentation in offspring, siblings, and parents [3, 1013].

In 2013, O’Gorman et al., conducted a systematic review, identifying several studies on familial factors involved in MS [14]. Although the results vary, most of them reported the highest prevalence risk in the northern countries, suggesting an association between the prevalence and country latitude [1417]. In Canadian families with first-degree relatives affected, the risk of MS was 30–50 times greater than that for others [18]. The frequency of familial recurrence of MS is high in Canada (19.8%) [19] and it varies in Europe from 2% in Hungary [20] to 19% in the UK [10]. Its frequency in Australia varies from 10.6% to 16.2% [17]; it is 3–5% in Argentina and 10.5% in Mexico [3, 21]. In Italy, there was an increased prevalence of MS in siblings in comparison to other first-degree relatives [22].

Most of the patients who participated in projects about familial recurrence risk of MS were recruited from either clinical settings or from public solicitation, while only a few used national or regional case registries [23, 24]. This diversity in data collection methodology may decrease the validity of meta-analyses and increase the risk of sampling bias in most studies [9, 25, 26].

Some studies failed to report the familial recurrence risk because of small sample size and low statistical power [27].

In this cross-sectional population based study, a regional case registry method was used which included all MS patients in Tehran. The study aimed to evaluate the most important variables related to risk for familial recurrence of MS including pediatric onset cases, sex, age at disease onset, familial history of MS, and degree of relatives.

Methods

Study area

A population-based survey was conducted based on the Iranian MS Society (IMSS) registry system of Tehran province, the capital city of Iran. Tehran is located in the north of Iran (Latitude: 35 ° North, Longitude: 51° East) with an estimated population of 12,684,000 in 2015.

Data source

Iranian MS Society (IMSS) recorded annual incidence data from 1st April 1999 to 31st December 2015 [6, 28]. The IMSS is the single center in Tehran that registers MS patient demographic data and delivers extensive services such as medical, rehabilitation and social health facilities for the members.

All registered patients in the IMSS were residing in Tehran area. MS diagnosis was validated by neurologists using the Poser (up to 2001) [29] or McDonald criteria [30].

The McDonald criteria was used for all registered MS cases after 2001.

Neurologists are encouraged all patients to refer to the IMSS for enrollment and getting tracking code for receiving treatment. The goals of the MS registry were explained by a trained interviewer in IMSS and inform consent was taken from all patients before admitting study procedures. All patients extended their membership in IMSS every 3 years by receiving their membership card.

To design the cross-sectional population based study, the researchers tried to cover the most important epidemiological variables, which were related at the individual level to familial recurrence of MS.

All patients filled out a detailed questionnaire relating to baseline clinical and demographic data such as age, sex, birth date, age at disease onset, and familial history of MS in relatives for recognizing the familial recurrence of MS [31].

Relatives were divided into three categories: first degree relatives included mother, father, sister/brother and offspring. The second-degree relatives included grandmother, grandfather, maternal aunt/uncle and paternal aunt/uncle. The third-degree relatives included maternal cousins, paternal cousins and others [9].

We requested approval for reviewing the patients’ medical records for all new cases of MS and data on which the treating neurologist completed the initial diagnosis.

Although the majority of the MS patients were registered in the IMSS, some of them might not have been registered during the years of disease onset, so the numbers may be underestimated. The Statistical Centre of Iran conducts population census regularly; however, in intervening years, the population is estimated from data obtained from various registries around the country. These population data were used to calculate the incidence and prevalence of MS on December, 2015.

Statistical analysis

Data analysis was conducted using SPSS, version 23.

The logistic regression analysis has been used to find the number of change-points in data; that is, wherever substantial changes of the annual percent change (APC) are detected [32, 33]. The prevalence was estimated by considering cases on prevalence day/total population on prevalence day.

To analyze the relationship among variables, the study made use of the Chi-squared test.

Moreover, logistic regression was used to estimate the odds ratio (OR) for individual variables in order to assess factors relating to familial recurrence of MS and age standardized in the general Iranian population in Tehran. P values < 0.05 were considered significant.

Result

MS prevalence

A total of 16,447 registered cases of MS were included in the study. Total point prevalence of MS was 115.94 per 100,000 persons in 2015 (Fig. 1). The age standardized MS prevalence for females was 197.21 and for males was 63.23 per 100,000.

Fig. 1.

Fig. 1

Comparing prevalence trends of MS (2006–2015) in Tehran, Iran

During the 2006–2015 period, a significantly increasing trend in MS prevalence was observed (Fig. 1).

Sex ratio trends

More than two-thirds of the cases (75.4%) were females.

The average female to male ratio in 2015 was 3.06:1 (Table 1).

Table 1.

Baseline characteristics and comparing the OR of a male vs female case

Variables Female N (%)
12,403 (75.4)
Male N (%)
4044 (24.6)
Total N (%)
16,447 (100)
P value Crude OR
(95% CI)
Familial history of MS
 No 10,507 (87.4) 3343 (86.4) 13,850 (87.2) Reference
 Yes 1509 (12.6) 526 (13.6) 2035 (12.8) 0.09 0.91 (0.82–1.01)
Age group (years)
 18< 1310 (10.6) 362(9.0) 1672 (10.2) 0.00 1.24 (1.08–1.41)
 18–27 4855 (39.2) 1460 (36.1) 6316 (38.4) 0.00 1.14 (1.04–1.24)
 28–37 3888 (31.4) 1335 (33.0) 5225 (31.8) Reference
 38–47 1513 (12.2) 529 (13.1) 2042 (12.4) 0.75 0.98 (0.87–1.10)
 48≥ 837 (6.6) 358 (8.8) 1192 (7.2) 0.00 0.79 (0.69–0.91)

OR = odds ratio, 95% CI= 95% confidence interval by logistic regression analysis

Bold numbers correspond to significant value

Age at disease onset and its trends

Totally, 6316 (38.4%) patients between 18 to 27 years old at disease onset entered the study. Mean age at disease onset was 28.36 years old with a minimum and maximum of 3 and 87 years old, respectively. Mean age at disease onset for female and male patients were 28.15 and 29.01 years old, respectively (Table 1).

The logistic regression analysis revealed that age significantly associated with MS prevalence in comparing different sexes (P < 0.00), the association was seen in pediatric age group 18 < years old (OR = 1.24; 95% CI = 1.08–1.41); 18–27 years old (OR = 1.14; 95% CI = 1.04–1.24) and 48 ≥ (OR =0.79; 95% CI = 0.69–0.91) (Table 1).

Familial history of MS

From 1999 to 2015, a family history of MS within each sex was 1509 (12.6%) among female and 526 (13.6%) among male patients (Table 1).

The proportion of cases with familial recurrence of MS increased significantly during the study period (Fig. 2). The familial recurrence of MS was 13% for men and 12.2% for women. The 18–27 year-old group had a near-significantly greater proportion with familial recurrence compared to the 48+ age group. Amongst patients with a history of MS in their relatives, 826 (40.6%) patients had 18 to 27 years old at their disease onset (OR = 1.02; 95% CI = 0.82–1.26) (Table 2).

Fig. 2.

Fig. 2

Comparing familial recurrence trends of MS in Tehran, Iran

Table 2.

Comparing the OR of diffrent age groups by familial recurrence of MS

Familial History of MS
Age No N (%) Yes N (%) OR (95% CI)
18 < 1405 (10.1) 242 (11.8) 1.15 (0.90–1.46)
18–27 5395 (39.0) 826 (40.6) 1.02 (0.82–1.26)
28–37 4524 (32.7) 618 (30.4) Reference
38–47 1771 (12.7) 236 (11.6) 0.89 (0.70–1.13)
48 ≥ 755 (5.5) 113(5.6) 0.91 (0.73–1.13)

OR odds ratio, CI confidence interval

P value = 0.03

Crude odds ratio for familial recurrence of MS according to degree of relatives is shown in Tables 3.

Table 3.

Positive familial recurrence of multiple sclerosis according to the degree of relatives

Relative Female N (%) Male N (%) Total N (%) P value
Mother 117 (72.2) 45 (27.8) 17(6.86) 0.31
Father 34 (72.3) 13 (27.7) 47 (2.20) 0.61
Sibling 449 (70.2) 191 (29.8) 640 (30.34) 0.00
Offspring 28 (77.8) 8 (22.2) 36 (1.66) 0.84
Maternal/Paternal grandmother 15 (65.2) 8 (34.8) 17 (1.13) 0.32
Maternal/Paternal grandfather 13 (76.5) 4 (23.5) 17 (0.73) 1.00
Maternal aunt/Uncle 137 (74.9) 46 (0.3) 23 (7.79) 0.86
Paternal aunt/Uncle 69 (78.4) 19 (21.6) 88 (4.32) 0.61
Maternal cousin 234 (78.3) 65 (21.7) 363 (13.54) 0.30
Paternal cousin 280 (77.1) 83 (22.9) 88 (15.43) 0.53
Others 267 (77.2) 79 (22.8) 346 (16.0) 0.52

Bold numbers correspond to significant value

Among all patients who had familial recurrence of MS, the strongest association among first-degree relative was seen among siblings (640 (31.44%) (P value < 0.001) (Table 3).

With regard to second degree relatives, the strongest association was among maternal aunts/uncles.

In total, 1781 MS patients had one person in their family with MS; 153 patients had two persons, 22 patients had three persons, two patients had four persons, one patient had seven persons, and one patient had eight persons.

Discussion

The present study evaluated the changes in the prevalence of MS in Tehran with different ethnicities, during the last 16 years from 1999 to 2015. The total point prevalence of MS in Tehran shows an increase during this period; based on this data, Tehran is among the regions with the highest prevalence of MS in Asia [34].

MS was nearly three times more common in females than in males in 2015.

The mean age of MS onset estimated in Iran during 1999–2015 (28.3 years) is comparable to other countries in Asia such as Japan (28.3), Korea (30.4), Malaysia (28.6) and Taiwan, (30.0); it is significantly lower than China (37.4) and India (38.3) [34].

During the last two decades, the data regarding the prevalence, incidence and risk factors for the growth of MS has significantly increased [35] and familial history of MS has been introduced as one of the etiologic factors of MS by different studies [36].

Nevertheless, published data on familial recurrence forms of MS is limited [37].

Some studies have found that positive family history of MS correlated with a considerable increase in MS risk [38, 39] and positive history of MS increased from 5% in 2003 to 12.4% in 2015 in our data [40].

The results of present study specify that, in Tehran province the percentage of patients with positive family history of MS is higher than other areas of Iran (12.2%) and other countries in the Middle East like Qatar (10.4%) and Azerbaijan (8.15%) [28, 39, 41, 42].

The percentage of familial recurrence cases in this study is two times higher than that reported in Brazil (6.12%) [43], four times greater than Mexico (3%) [21] and six times higher than Hungary (2%) [20].

Among Caucasians, the highest frequency of familial recurrence of MS with one affected relative was identified in 19.8% of MS patients in Canada [44].

Despite the higher prevalence of MS amongst females, the familial recurrence was higher among males; this finding is comparable to another study conducted in Isfahan [42].

A younger age of onset is a natural feature of many inherited diseases [45]; the frequency of pediatric MS cases is diffused and varies from 3% to 5.5% [46].

According to our data, most familial recurrence of MS occurred among younger age groups compared to reference group ≥48 years old. The younger age of onset in familial recurrence of MS was seen among the MS patients in the present study which is similar to what was observed in familial recurrence among younger MS patients in Spain and Argentina [45, 47].

The amount of the familial recurrence of MS was larger among first-degree relatives, especially in siblings [43]. This finding was similar to the findings about autism among siblings [48].

This assessment confirms that MS is a multifactor disease with a considerable familial recurrence penetration.

Studying the familial recurrence risk of MS is challenging, because familial risk factors display a high degree of heterogeneity among families [49, 50].

However, it is possible that some genetic changes or additional environmental factors influence the increasing prevalence of familial recurrence of MS among Iranian population with different ethnicity.

Conclusion

The present study evaluated the trends of MS prevalence and the association of MS familial risk factors in Tehran.

Total point prevalence of MS was 115.94 per 100,000 persons in 2015. The total point prevalence increased during the study period. In fact, Tehran is among regions with the highest prevalence of MS in Asia.

The most familial recurrence of MS occurred among younger age groups. The results of the present study specify that the percentage of patients with positive family history of MS in Tehran is among the highest in the Middle East. Among all patients who had familial recurrence of MS, the strongest associations were detect among siblings.

Acknowledgements

We wish to acknowledge the assistance of the staff of Iranian MS Society, whose kind cooperation made this research possible. The authors would like to thank Miss Saeideh Ayobi for her helpful collaboration.

Funding

Tehran University of Medical Sciences.

Availability of data and materials

Data available on request from the authors.

Abbreviations

APC

Annual percent change

IMSS

Iranian MS Society

MS

Multiple sclerosis

OR

Odds ratio

Authors’ contributions

We confirm that the manuscript has been read and approved by all named authors and that there are no other persons who satisfied the criteria for authorship but are not listed. MA is the corresponding author and has gathered the main data and (1) ensured that original data upon which the submission is based is preserved and retrievable for reanalysis; (2) approved data presentation as representative of the original data; and (3) foresaw and minimized obstacles to the sharing of data, materials, algorithms or reagents described in the work. SE and MA S have made substantial contributions to design, acquisition of data, analysis and interpretation of data. SE, NS and MS have worked in drafting the manuscript. SE and MA S critically revised the manuscript for important intellectual content; and all authors approved the version to be published; they all agreed to be accountable for all aspects of the work.

Ethics approval and consent to participate

The study protocol was approved by the institutional review boards (IRB) at ethics committee of Tehran University of medical sciences (IR.TUMS.VCR.REC.1396.2314).

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Sharareh Eskandarieh, Email: sh_eskandarieh@yahoo.com.

Narges Sistany Allahabadi, Email: nickpier1990@gmail.com.

Malihe Sadeghi, Email: sadeghimalih@gmail.com.

Mohammad Ali Sahraian, Phone: +98 21 66348571, Email: msahrai@sina.tums.ac.ir.

References

  • 1.Ebers GC. Environmental factors and multiple sclerosis. The Lancet Neurology. 2008;7(3):268–277. doi: 10.1016/S1474-4422(08)70042-5. [DOI] [PubMed] [Google Scholar]
  • 2.Milo R, Kahana E. Multiple sclerosis: geoepidemiology, genetics and the environment. Autoimmun Rev. 2010;9(5):A387–A394. doi: 10.1016/j.autrev.2009.11.010. [DOI] [PubMed] [Google Scholar]
  • 3.Farez MF, et al. Low familial risks for multiple sclerosis in Buenos Aires Argentina. J Neurol Sci. 2014;346(1–2):268–270. doi: 10.1016/j.jns.2014.09.004. [DOI] [PubMed] [Google Scholar]
  • 4.Compston A, et al. McAlpine’s multiple sclerosis (Philadelphia: Churchill Livingstone Elsevier) 2005. [Google Scholar]
  • 5.Kurtzke JF. Multiple sclerosis in time and space-geographic clues to cause. J Neurovirol. 2000;6(2):S134. [PubMed] [Google Scholar]
  • 6.Heydarpour P, et al. Multiple sclerosis in Tehran, Iran: a joinpoint trend analysis. Mult Scler. 2014;20(4):512. doi: 10.1177/1352458513494496. [DOI] [PubMed] [Google Scholar]
  • 7.Etemadifar M, et al. Estimated prevalence and incidence of multiple sclerosis in Iran. Eur Neurol. 2014;72(5–6):370–374. doi: 10.1159/000365846. [DOI] [PubMed] [Google Scholar]
  • 8.Orton S-M, et al. Sex ratio of multiple sclerosis in Canada: a longitudinal study. The Lancet Neurology. 2006;5(11):932–936. doi: 10.1016/S1474-4422(06)70581-6. [DOI] [PubMed] [Google Scholar]
  • 9.Westerlind H, et al. Modest familial risks for multiple sclerosis: a registry-based study of the population of Sweden. Brain. 2014;137(Pt 3):770–778. doi: 10.1093/brain/awt356. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Robertson N, et al. Age–adjusted recurrence risks for relatives of patients with multiple sclerosis. Brain. 1996;119(2):449–455. doi: 10.1093/brain/119.2.449. [DOI] [PubMed] [Google Scholar]
  • 11.Dyment DA, et al. Multiple sclerosis in stepsiblings: recurrence risk and ascertainment. J Neurol Neurosurg Psychiatry. 2006;77(2):258–259. doi: 10.1136/jnnp.2005.063008. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Ramagopalan SV, et al. Expression of the multiple sclerosis-associated MHC class II allele HLA-DRB1* 1501 is regulated by vitamin D. PLoS Genet. 2009;5(2):e1000369. doi: 10.1371/journal.pgen.1000369. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Eskandarieh S, et al. Comparing epidemiology and baseline characteristic of multiple sclerosis and neuromyelitis optica: a case-control study. Mult Scler Relat Disord. 2017;12:39–43. doi: 10.1016/j.msard.2017.01.004. [DOI] [PubMed] [Google Scholar]
  • 14.O’Gorman C, et al. Modelling genetic susceptibility to multiple sclerosis with family data. Neuroepidemiology. 2012;40(1):1–12. doi: 10.1159/000341902. [DOI] [PubMed] [Google Scholar]
  • 15.Ebers G. A twin consensus in MS. Mult Scler. 2005;11(5):497–499. doi: 10.1191/1352458505ms1221ed. [DOI] [PubMed] [Google Scholar]
  • 16.Islam T, et al. Differential twin concordance for multiple sclerosis by latitude of birthplace. Ann Neurol. 2006;60(1):56–64. doi: 10.1002/ana.20871. [DOI] [PubMed] [Google Scholar]
  • 17.O'Gorman C, et al. Familial recurrence risks for multiple sclerosis in Australia. J Neurol Neurosurg Psychiatry. 2011;82(12):1351–1354. doi: 10.1136/jnnp.2010.233064. [DOI] [PubMed] [Google Scholar]
  • 18.Sadovnick AD, et al. Effect of age at onset and parental disease status on sibling risks for MS. Neurology. 1998;50(3):719–723. doi: 10.1212/WNL.50.3.719. [DOI] [PubMed] [Google Scholar]
  • 19.Weinshenker BG, et al. The natural history of multiple sclerosis: a geographically based study. Brain. 1989;112(1):133–146. doi: 10.1093/brain/112.1.133. [DOI] [PubMed] [Google Scholar]
  • 20.Nagy Z, et al. Epidemiology of familial multiple sclerosis in Hungary. Mult Scler. 2007;13(2):260–1. [DOI] [PubMed]
  • 21.Gonzalez O, Sotelo J. Is the frequency of multiple sclerosis increasing in Mexico? J Neurol Neurosurg Psychiatry. 1995;59(5):528–530. doi: 10.1136/jnnp.59.5.528. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Guaschino C, et al. Familial clustering in Italian progressive-onset and bout-onset multiple sclerosis. Neurol Sci. 2014;35(5):789–791. doi: 10.1007/s10072-014-1650-7. [DOI] [PubMed] [Google Scholar]
  • 23.Nielsen NM, et al. Familial risk of multiple sclerosis: a nationwide cohort study. Am J Epidemiol. 2005;162(8):774–8. doi: 10.1093/aje/kwi280. [DOI] [PubMed] [Google Scholar]
  • 24.Prokopenko I, et al. Risk for relatives of patients with multiple sclerosis in central Sardinia, Italy. Neuroepidemiology. 2003;22(5):290–296. doi: 10.1159/000071192. [DOI] [PubMed] [Google Scholar]
  • 25.Hawkes C. Twin studies in medicine--what do they tell us? QJM: An International Journal of Medicine. 1997;90(5):311–321. doi: 10.1093/qjmed/90.5.311. [DOI] [PubMed] [Google Scholar]
  • 26.Hawkes C, Macgregor A. Twin studies and the heritability of MS: a conclusion. Mult Scler. 2009;15(6):661–667. doi: 10.1177/1352458509104592. [DOI] [PubMed] [Google Scholar]
  • 27.Johansson V, et al. Multiple sclerosis and psychiatric disorders: comorbidity and sibling risk in a nationwide Swedish cohort. Mult Scler J. 2014:1352458514540970. [DOI] [PubMed]
  • 28.Sahraian MA, et al. Multiple sclerosis in Iran: a demographic study of 8,000 patients and changes over time. Eur Neurol. 2010;64(6):331–336. doi: 10.1159/000321649. [DOI] [PubMed] [Google Scholar]
  • 29.Poser CM, et al. New diagnostic criteria for multiple sclerosis: guidelines for research protocols. Ann Neurol. 1983;13(3):227–231. doi: 10.1002/ana.410130302. [DOI] [PubMed] [Google Scholar]
  • 30.McDonald WI, et al. Recommended diagnostic criteria for multiple sclerosis: guidelines from the international panel on the diagnosis of multiple sclerosis. Ann Neurol. 2001;50(1):121–127. doi: 10.1002/ana.1032. [DOI] [PubMed] [Google Scholar]
  • 31.Al Jumah M, et al. Familial multiple sclerosis: does consanguinity have a role? Mult Scler J. 2011;17(4):487–489. doi: 10.1177/1352458510390406. [DOI] [PubMed] [Google Scholar]
  • 32.Qi D, et al. Trends of prostate cancer incidence and mortality in shanghai, China from 1973 to 2009. Prostate. 2015;75(14):1662–1668. doi: 10.1002/pros.23046. [DOI] [PubMed] [Google Scholar]
  • 33.Rafiemanesh H, et al. Incidence trend and epidemiology of common cancers in the Center of Iran. Global journal of health science. 2015;8(3):146. doi: 10.5539/gjhs.v8n3p146. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Eskandarieh S, et al. Multiple sclerosis epidemiology in East Asia, South East Asia and South Asia: a systematic review. Neuroepidemiology. 2016;46(3):209–221. doi: 10.1159/000444019. [DOI] [PubMed] [Google Scholar]
  • 35.Corona T, Román GC. Multiple sclerosis in Latin America. Neuroepidemiology. 2005;26(1):1–3. doi: 10.1159/000089230. [DOI] [PubMed] [Google Scholar]
  • 36.Moosazadeh M, et al. Prevalence of familial multiple sclerosis in Iran: a systematic review and meta-analysis. Iran J Neurol. 2017;16(2):90–95. [PMC free article] [PubMed] [Google Scholar]
  • 37.Cristiano E, Patrucco L, Rojas J. A systematic review of the epidemiology of multiple sclerosis in South America. Eur J Neurol. 2008;15(12):1273–1278. doi: 10.1111/j.1468-1331.2008.02330.x. [DOI] [PubMed] [Google Scholar]
  • 38.Maroney M, Hunter SF. Implications for multiple sclerosis in the era of the affordable care act: a clinical overview. Am J Manag Care. 2014;20(11 Suppl):s220–s227. [PubMed] [Google Scholar]
  • 39.Hashemilar M, et al. Multiple sclerosis in East-Azerbaijan, north west Iran. Neurology Asia. 2011;16(2):127–131. [Google Scholar]
  • 40.Kalanie H, Gharagozli K, Kalanie AR. Multiple sclerosis: report on 200 cases from Iran. Mult Scler. 2003;9(1):36–38. doi: 10.1191/1352458503ms887oa. [DOI] [PubMed] [Google Scholar]
  • 41.Deleu D, et al. Prevalence, demographics and clinical characteristics of multiple sclerosis in Qatar. Mult Scler J. 2012:1352458512459291. [DOI] [PubMed]
  • 42.Etemadifar M, et al. Prevalence of multiple sclerosis in Isfahan, Iran. Neuroepidemiology. 2006;27(1):39–44. doi: 10.1159/000094235. [DOI] [PubMed] [Google Scholar]
  • 43.Papais-Alvarenga RM, et al. Familial forms of multiple sclerosis and neuromyelitis optica at an MS center in Rio de Janeiro state, Brazil. J Neurol Sci. 2015;356(1):196–201. doi: 10.1016/j.jns.2015.06.034. [DOI] [PubMed] [Google Scholar]
  • 44.Ebers G, et al. The natural history of multiple sclerosis: a geographically based study. Brain. 2000;123(3):641–649. doi: 10.1093/brain/123.3.641. [DOI] [PubMed] [Google Scholar]
  • 45.Romero-Pinel L, et al. Anticipation of age at onset in familial multiple sclerosis. Eur J Neurol. 2010;17(4):572–575. doi: 10.1111/j.1468-1331.2009.02870.x. [DOI] [PubMed] [Google Scholar]
  • 46.Bigi S, Banwell B. Pediatric multiple sclerosis. J Child Neurol. 2012;27(11):1378–1383. doi: 10.1177/0883073812452784. [DOI] [PubMed] [Google Scholar]
  • 47.Rojas J, et al. Disease onset in familial and sporadic multiple sclerosis in Argentina. Multiple Sclerosis and Related Disorders. 2016; [DOI] [PubMed]
  • 48.Kumar A, Juneja M, Mishra D. Prevalence of autism Spectrum disorders in siblings of Indian children with autism Spectrum disorders. J Child Neurol. 2016:0883073815624764. [DOI] [PubMed]
  • 49.Kerner B. Toward a deeper understanding of the genetics of bipolar disorder. Frontiers in psychiatry. 2015;6 [DOI] [PMC free article] [PubMed]
  • 50.Kendler KS, et al. IQ and schizophrenia in a Swedish national sample: their causal relationship and the interaction of IQ with genetic risk. Am J Psychiatr. 2015; [DOI] [PMC free article] [PubMed]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

Data available on request from the authors.


Articles from BMC Neurology are provided here courtesy of BMC

RESOURCES