Skip to main content

Advertisement

Log in

Association of dietary diversity score (DDS) and migraine headache severity among women

  • Original Article
  • Published:
Neurological Sciences Aims and scope Submit manuscript

Abstract

Background and objectives

Migraine is an episodic disorder that is characterized by unilateral headache lasting 4–72 h along with certain associated features. Modifying dietary habits have been considered an appropriate therapeutic approach in these patients. This study was designed to examine the association between dietary diversity score (DDS) and severity, frequency, and duration of migraine attacks.

Methods and materials

The present study was conducted using a cross-sectional design on 256 women 18–50 years old referred to neurology clinics for the first time. After the diagnosis of migraine by a neurologist, the data related to anthropometric measures and dietary intake (147-item semi-quantitative food frequency questionnaire) were collected. To assess migraine severity, the migraine disability assessment questionnaire (MIDAS), visual analog scale (VAS), and a 30-day headache diary were used. Multinomial logistic regression was used to evaluate the association between DDS and migraine severity. The age, physical activity, BMI, and job were considered confounding variables in regression model. Data were analyzed using SPSS software and P values < 0.05 considered statistically significant.

Results

Totally, 256 subjects participated in the present study with mean age, height, weight, and BMI of 34.28 ± 7.88 years, 161.78 ± 5.18 cm, 69.25 ± 13.06 kg, and 26.46 ± 4.89 kg/m2, respectively. Subjects with higher DDS had a lower waist circumference (P = 0.01). There was no association between DDS and other anthropometric measures and demographic characteristics (P > 0.05). In the crude model of logistic regression, participants with lower DDS had higher odds of more pain severity (OR = 2.30; 95% CI = 1.28, 4.12; P = 0.005), migraine disability (OR = 2.66; 95% CI = 1.51, 4.69; P = 0.001), and headache duration (OR = 2.32; CI = 1.22, 4.40; P = 0.01) compared to reference group. No association was found between headache frequency and DDS. Adjusting for the effect of confounding variables did not change the significant association.

Conclusion

DDS was inversely associated with migraine disability, pain severity, and headache frequency. Additional studies are needed to replicate these findings and to explore mechanisms that mediate the association between DDS and migraine attacks.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Goadsby PJ, Holland PR (2019) Pathophysiology of migraine: an update. Neurol Clin 37(4):651–671

    Article  PubMed  Google Scholar 

  2. Steiner TJ, Huynh N, Stovner LJ (2019) Headache disorders and the World Health Organization. In: Societal impact of headache, vol 56(10). Springer, pp 37–43

  3. Vos T, Barber RM, Bell B, Bertozzi-Villa A, Biryukov S, Bolliger I et al (2015) Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 386(9995):743–800

  4. Whiteford HA, Ferrari AJ, Degenhardt L, Feigin V, Vos T (2015) The global burden of mental, neurological and substance use disorders: an analysis from the global burden of disease study 2010. PLoS One 10(2):e0116820

    Article  PubMed  CAS  PubMed Central  Google Scholar 

  5. Sprenger T, Goadsby PJ (2009) Migraine pathogenesis and state of pharmacological treatment options. BMC Med 7(1):71

    Article  PubMed  CAS  PubMed Central  Google Scholar 

  6. Marmura MJ, Silberstein SD, Schwedt TJ (2015) The acute treatment of migraine in adults: the a merican H eadache S ociety evidence assessment of migraine pharmacotherapies. Headache 55(1):3–20

    Article  PubMed  Google Scholar 

  7. Silberstein S, Holland S, Freitag F, Dodick DW, Argoff C, Ashman E (2012) Evidence-based guideline update: pharmacologic treatment for episodic migraine prevention in adults: report of the quality standards Subcommittee of the American Academy of neurology and the American headache Society. Neurology. 78(17):1337–1345

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Society AH (2019) The American headache society position statement on integrating new migraine treatments into clinical practice. Headache 59(1):1–18

    Google Scholar 

  9. Diener H-C, Charles A, Goadsby PJ, Holle D (2015) New therapeutic approaches for the prevention and treatment of migraine. Lancet Neurol 14(10):1010–1022

    Article  CAS  PubMed  Google Scholar 

  10. Börü ÜT, Koçer A, Lüleci A, Sur H, Tutkan H, Atli H (2005) Prevalence and characteristics of migraine in women of reproductive age in Istanbul, Turkey: a population based survey. Tohoku J Exp Med 206(1):51–59

    Article  PubMed  Google Scholar 

  11. Negro A, D’Alonzo L, Martelletti P (2010) Chronic migraine: comorbidities, risk factors, and rehabilitation. Intern Emerg Med 5(1):13–19

    Article  Google Scholar 

  12. Nuaman BN, Sadik AM (2019) Migraine is strongly associated with central obesity than with general obesity: a case-control study. Turk J Endocrinol Metab 23(1):25–32

  13. Sun-Edelstein C, Mauskop A (2009) Foods and supplements in the management of migraine headaches. Clin J Pain 25(5):446–452

    Article  PubMed  Google Scholar 

  14. Gazerani P (2020) Migraine and diet. Nutrients. 12(6):1658

    Article  CAS  PubMed Central  Google Scholar 

  15. Jahromi SR, Ghorbani Z, Martelletti P, Lampl C, Togha M (2019) Association of diet and headache. J Headache Pain 20(1):1–11

    Google Scholar 

  16. Thompson D, Saluja H (2017) Prophylaxis of migraine headaches with riboflavin: a systematic review. J Clin Pharm Ther 42(4):394–403

    Article  CAS  PubMed  Google Scholar 

  17. Chiu H-Y, Yeh TH, Huang YC, Chen PY (2016) Effects of intravenous and oral magnesium on reducing migraine: a meta-analysis of randomized controlled trials. Pain Phys 19(1):E97–E112

    Google Scholar 

  18. Martin VT, Vij B (2016) Diet and headache: part 1. Headache 56(9):1543–1552

    Article  PubMed  Google Scholar 

  19. Evans EW, Lipton RB, Peterlin BL, Raynor HA, Thomas JG, O'Leary KC, Pavlovic J, Wing RR, Bond DS (2015) Dietary intake patterns and diet quality in a nationally representative sample of women with and without severe headache or migraine. Headache 55(4):550–561

    Article  PubMed  PubMed Central  Google Scholar 

  20. Herforth A, Martínez-Steele E, Calixto G, Sattamini I, Olarte D, Ballard T et al (2019) Development of a diet quality questionnaire for improved measurement of dietary diversity and other diet quality indicators (P13-018-19). Curr Dev Nutr 3(Supplement_1):1236

  21. Crawford P, Simmons M (2006) What dietary modifications are indicated for migraines? Clinical Inquiries 55(1):1–3

  22. Hu FB (2002) Dietary pattern analysis: a new direction in nutritional epidemiology. Curr Opin Lipidol 13(1):3–9

    Article  CAS  PubMed  Google Scholar 

  23. Finkel AG, Yerry JA, Mann JD (2013) Dietary considerations in migraine management: does a consistent diet improve migraine? Curr Pain Headache Rep 17(11):373

    Article  PubMed  Google Scholar 

  24. Kant AK, Graubard BI (2005) A comparison of three dietary pattern indexes for predicting biomarkers of diet and disease. J Am Coll Nutr 24(4):294–303

    Article  CAS  PubMed  Google Scholar 

  25. Azadbakht L, Mirmiran P, Azizi F (2005) Dietary diversity score is favorably associated with the metabolic syndrome in Tehranian adults. Int J Obes 29(11):1361–1367

    Article  CAS  Google Scholar 

  26. Kant AK, Schatzkin A, Ziegler RG (1995) Dietary diversity and subsequent cause-specific mortality in the NHANES I epidemiologic follow-up study. J Am Coll Nutr 14(3):233–238

    Article  CAS  PubMed  Google Scholar 

  27. Committee IR (2005) Guidelines for data processing and analysis of the International Physical Activity Questionnaire (IPAQ)-short and long forms. http://www.ipaqkise/scoring.pdf.

  28. Levin M (2013) The international classification of headache disorders, (ICHD III)–changes and challenges. Headache 53(8):1383–1395

    Article  Google Scholar 

  29. Stewart WF, Lipton RB, Dowson AJ, Sawyer J (2001) Development and testing of the migraine disability assessment (MIDAS) questionnaire to assess headache-related disability. Neurology. 56(suppl 1):S20–SS8

    Article  CAS  PubMed  Google Scholar 

  30. Ghorbani A, Chitsaz A (2011) Comparison of validity and reliability of the migraine disability assessment (MIDAS) versus headache impact test (HIT) in an Iranian population. Iran J Neurol 10(3–4):39–42

    PubMed  PubMed Central  Google Scholar 

  31. Price DD, McGrath PA, Rafii A, Buckingham B (1983) The validation of visual analogue scales as ratio scale measures for chronic and experimental pain. Pain. 17(1):45–56

    Article  PubMed  Google Scholar 

  32. Joy EJ, Green R, Agrawal S, Aleksandrowicz L, Bowen L, Kinra S et al (2017) Dietary patterns and non-communicable disease risk in Indian adults: secondary analysis of Indian migration study data. Public Health Nutr 20(11):1963–1972

    Article  PubMed  PubMed Central  Google Scholar 

  33. Azadbakht L, Akbari F, Esmaillzadeh A (2015) Diet quality among Iranian adolescents needs improvement. Public Health Nutr 18(4):615–621

    Article  PubMed  Google Scholar 

  34. Arimond M, Wiesmann D, Becquey E, Carriquiry A, Daniels MC, Deitchler M, Fanou-Fogny N, Joseph ML, Kennedy G, Martin-Prevel Y, Torheim LE (2010) Simple food group diversity indicators predict micronutrient adequacy of women's diets in 5 diverse, resource-poor settings. J Nutr 140(11):2059S–2069S

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Evans EW, Lipton RB, Peterlin BL, Raynor HA, Thomas JG, O'Leary KC, Pavlovic J, Wing RR, Bond DS (2015) Dietary intake patterns and diet quality in a nationally representative sample of women with and without severe headache or migraine. Headache. 55(4):550–561

    Article  PubMed  PubMed Central  Google Scholar 

  36. Carrera-Bastos P, Fontes-Villalba M, O'Keefe JH, Lindeberg S, Cordain L (2011) The western diet and lifestyle and diseases of civilization. Res Rep Clin Cardiol 2:15–35

    Google Scholar 

  37. Hajjarzadeh S, Mahdavi R, Shalilahmadi D, Nikniaz Z (2020) The association of dietary patterns with migraine attack frequency in migrainous women. Nutr Neurosci 23(9):724–730

  38. Hajjarzadeh S, Nikniaz Z, Shalilahmadi D, Mahdavi R, Behrouz M (2019) Comparison of diet quality between women with chronic and episodic migraine. Headache 59(8):1221–1228

    Article  PubMed  Google Scholar 

  39. Ruel MT (2003) Operationalizing dietary diversity: a review of measurement issues and research priorities. J Nutr 133(11):3911S–3926S

    Article  CAS  PubMed  Google Scholar 

  40. Amer M, Woodward M, Appel LJ (2014) Effects of dietary sodium and the DASH diet on the occurrence of headaches: results from randomised multicentre DASH-sodium clinical trial. BMJ Open 4(12):e006671

    Article  PubMed  PubMed Central  Google Scholar 

  41. Zaeem Z, Zhou L, Dilli E (2016) Headaches: a review of the role of dietary factors. Curr Neurol Neurosci Rep 16(11):101

    Article  PubMed  CAS  Google Scholar 

  42. Paliwal VK, Uniyal R, Anand S (2018) Hypertension and its relation to headache and other craniofacial neuralgiform pain. Hypertension. 4(1):27

    Google Scholar 

  43. Cooper W, Glover D, Hormbrey J, Kimber G (1989) Headache and blood pressure: evidence of a close relationship. J Hum Hypertens 3(1):41–44

    CAS  PubMed  Google Scholar 

  44. Zhao W, Yu K, Tan S, Zheng Y, Zhao A, Wang P, Zhang Y (2017) Dietary diversity scores: an indicator of micronutrient inadequacy instead of obesity for Chinese children. BMC Public Health 17(1):440

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  45. Mirmiran P, Azadbakht L, Azizi F (2006) Dietary diversity within food groups: an indicator of specific nutrient adequacy in Tehranian women. J Am Coll Nutr 25(4):354–361

    Article  PubMed  Google Scholar 

  46. Acham H, Oldewage-Theron WH, Egal AA (2012) Dietary diversity, micronutrient intake and their variation among black women in informal settlements in South Africa: a cross-sectional study. Int J Nutri Metabol 4(2):24–39

    CAS  Google Scholar 

  47. Firger R, Haase G (2018) Compositions of ketogenic sources, micronutrients and phytochemicals for prophylaxis and mitigation of migraine headache. Google Patents, US 10,500,182 B2

  48. Gaul C, Diener H-C, Danesch U, Group MS (2015) Improvement of migraine symptoms with a proprietary supplement containing riboflavin, magnesium and Q10: a randomized, placebo-controlled, double-blind, multicenter trial. J Headache Pain 16(1):32

    Article  CAS  PubMed Central  Google Scholar 

  49. Nattagh-Eshtivani E, Sani MA, Dahri M, Ghalichi F, Ghavami A, Arjang P, Tarighat-Esfanjani A (2018) The role of nutrients in the pathogenesis and treatment of migraine headaches. Biomed Pharmacother 102:317–325

    Article  CAS  PubMed  Google Scholar 

  50. Mak T-N, Angeles-Agdeppa I, Lenighan YM, Capanzana MV, Montoliu I (2019) Diet diversity and micronutrient adequacy among Filipino school-age children. Nutrients. 11(9):2197

    Article  CAS  PubMed Central  Google Scholar 

  51. Hjertholm KG, Holmboe-Ottesen G, Iversen PO, Mdala I, Munthali A, Maleta K et al (2019) Seasonality in associations between dietary diversity scores and nutrient adequacy ratios among pregnant women in rural Malawi–a cross-sectional study. Food Nutr Res 63(2712):1–8

  52. Jayawardena R, Byrne NM, Soares MJ, Katulanda P, Yadav B, Hills AP (2013) High dietary diversity is associated with obesity in Sri Lankan adults: an evaluation of three dietary scores. BMC Public Health 13(1):314

    Article  PubMed  PubMed Central  Google Scholar 

  53. Andreeva VA, Fezeu LK, Hercberg S, Galan P (2018) Obesity and migraine: effect modification by gender and perceived stress. Neuroepidemiology. 51(1–2):25–32

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The authors thank the study participants for their cooperation and assistance in physical examinations. They also thank those involved in nutritional evaluation and database management, as well as the neurology clinics of Sina and Khatam Alanbia hospitals. We sincerely express our appreciation to the participants of this study.

Funding

This study was supported by the Tehran University of Medical Sciences and by grants from Tehran University of Medical Sciences (Grants ID:95-01-103-31348).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Khadijeh Mirzaei.

Ethics declarations

Conflict of interest

None.

Informed consent

None.

Ethical approval

None.

Additional information

Publisher’s note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Khorsha, F., Mirzababaei, A., Togha, M. et al. Association of dietary diversity score (DDS) and migraine headache severity among women. Neurol Sci 42, 3403–3410 (2021). https://doi.org/10.1007/s10072-020-04982-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10072-020-04982-6

Keywords

Navigation