Abstract
Migraine patients are particularly prone to develop medication overuse headache (MOH). However, the risk factors for the transformation of migraine to MOH are still not clear. We investigated gene polymorphisms, personality traits, and characteristics of headache and lifestyle in 47 migraine patients (aged 36.4 ± 10.3) and 22 MOH patients (aged 39.6 ± 9.9) who progressed from migraine and made a scoring system for a predictive index (PI) of the onset of MOH in patients with migraine. By multivariate logistic stepwise regression analysis, type of migraine, regular and sufficient dietary intake, and methylenetetrahydrofolate reductase (MTHFR) C677T (rs1801133) and dopamine D2 receptor (DRD2) C939T (rs6275) polymorphisms were selected as significant factors that contribute independently to the development from migraine to MOH (P < 0.05). The regression coefficients (β) of these four selected factors were approximated and scored. The PI score in MOH patients (7.32 ± 1.60) was significantly higher than that in migraine patients (4.62 ± 1.83, P < 0.001). The proposed scoring system should in the future be the object of larger studies to confirm its validity.
References
HeadacheClassification Committee, Olesen J, Bousser MG, Diener HC, Dodick D, First M, Goadsby PJ, Göbel H, Lainez MJ, Lance JW, Lipton RB, Nappi G, Sakai F, Schoenen J, Silberstein SD, Steiner TJ (2006) New appendix criteria open for a broader concept of chronic migraine. Cephalalgia 26:742–746
Imai N, Kitamura E, Konishi T, Suzuki Y, Serizawa M, Okabe T (2007) Clinical features of probable medication-overuse headache: a retrospective study in Japan. Cephalalgia 27:1020–1023
Kanki R, Nagaseki Y, Sakai F (2008) Medication-overuse headache in Japan. Cephalalgia 28:1227–1228
Sakai F, Igarashi H (1997) Prevalence of migraine in Japan: a nationwide survey. Cephalalgia 17:15–22
Meskunas CA, Tepper SJ, Rapoport AM, Sheftell FD, Bigal ME (2006) Medications associated with probable medication overuse headache reported in a tertiary care headache center over a 15-year period. Headache 46:766–772
Fanciullacci M, Cesaris FD (2005) Preventing chronicity of migraine. J Headache Pain 6:331–333
Ferrari A, Leone S, Valeria A (2007) Similarities and differences between chronic migraine and episodic migraine. Headache 47:65–72
Lewis DW (2002) Migraine headache in the adolescent. Adolesc Med 13:413–432
Molarius A, Tegelberg A, Ohrvik J (2008) Socio-economic factors, lifestyle, and headache disorders: a population-based study in Sweden. Headache 48:1426–1437
Kaji Y, Hirata K (2009) Characteristics of mood disorders in Japanese patients with medication-overuse headache. Inter Med 48:981–986
Bienvenu OJ, Nestadt G, Samuels JF, Costa PT, Howard WT, Eaton WW (2001) Phobic, panic, and major depressive disorders and the five-factor model of personality. J Nerv Ment Dis 189:154–161
Park JW, Kim JS, Kim YI, Lee KS (2005) Serotonergic activity contributes to analgesic overuse in chronic tension-type headache. Headache 45:1229–1235
Cevoli S, Marzocchi N, Capellari S, Scapoli C, Pierangeli G, Grimaldi D, Naldi F, Pini LA, Montagna P, Cortelli P (2010) Lack of association between five serotonin metabolism-related genes and medication overuse headache. J Headache Pain 11:53–58
Terrazzino S, Sances G, Balsamo F, Viana M, Monaco F, Bellomo G, Martignoni E, Tassorelli C, Nappi G, Canonico PL, Genazzani AA (2010) Role of 2 common variants of 5HT2A gene in medication overuse headache. Headache 50:1587–1596
Headache Classification Subcommittee of the International Headache Society (2004) The international classification of headache disorders: 2nd edition. Cephalalgia 24(Suppl 1):9–160
American Psychiatric Association (1994) Diagnostic and Statistical Manual of Mental Disorders, 4th edn. Washington American Psychiatric Association Press
Costa PT Jr, McCrae RR (1992) Revised NEO personality inventory (NEO-PI-R) and NEO five-factor inventory (NEO-FFI) professional manual. Psychol Assess Resour, Odessa
Murakami F, Shimomura T, Kotani K, Ikawa S, Nanba E, Adachi K (1999) Anxiety traits associated with a polymorphism in the serotonin transporter gene regulatory region in the Japanese. J Hum Genet 44:15–17
Kaiser R, Muller-Oerlinghausen B, Filler D, Tremblay PB, Berghofer A, Roots I, Brockmoller J (2002) Correlation between serotonin uptake in human blood platelets with the 44-bp polymorphism and the 17-bp variable number of tandem repeat of the serotonin transporter. Am J Med Genet 114:323–328
Joober R, Benkelfat C, Brisebois K, Toulouse A, Turecki G, Lal S, Bloom D, Labelle A, Lalonde P, Fortin D, Alda M, Palmour R, Rouleau GA (1999) T102 polymorphism in the 5-HT2A gene and schizophrenia: relation to phenotype and drug response variability. J Psychiatry Neurosci 24:141–146
MaassenVanDenBrink A, Vergouwe MN, Ophoff RA, Saxena PR, Ferrari MD, Frants RR (1998) 5-HT1B receptor polymorphism and clinical response to sumatriptan. Headache 38:288–291
Deckert J, Catalano M, Syagailo YV, Bosi M, Okladnova O, Di Bella D, Nöthen MM, Maffei P, Franke P, Fritze J, Maier W, Propping P, Beckmann H, Bellodi L, Lesch KP (1999) Excess of high activity monoamine oxidase A gene promoter alleles in female patients with panic disorder. Hum Mol Genet 8:621–624
Guo G, Ou XM, Roettger M, Shih JC (2008) The VNTR 2 repeat in MAOA and delinquent behavior in adolescence and young adulthood: associations and MAOA promoter activity. Eur J Hum Genet 16:626–634
Hotamisligil GS, Breakefield XO (1991) Human monoamine oxidase A gene determines levels of enzyme activity. Am J Hum Genet 49:383–392
Frosst P, Blom HJ, Milos R, Goyette P, Sheppard CA, Matthews RG, Boers GJ, den Heijer M, Kluijtmans LA, van den Heuvel LP, Rozen R (1995) A candidate genetic risk factor for vascular disease: a common mutation in methylenetetrahydrofolate reductase. Nat Genet 10:111–113
Rigat B, Hubert C, Corvol P, Soubrier F (1992) PCR detection of the insertion/deletion polymorphism of the human angiotensin converting enzyme gene (DCP1) (dipeptidyl carboxypeptidase 1). Nucleic Acids Res 20:1433
Colson NJ, Lea RA, Quinlan S, Griffiths LR (2006) No role for estrogen receptor 1 gene intron 1 Pvu II and exon 4 C325G polymorphisms in migraine susceptibility. BMC Med Genet 7:12
Curran JE, Lea RA, Rutherford S, Weinstein SR, Griffiths LR (2001) Association of estrogen receptor and glucocorticoid receptor gene polymorphisms with sporadic breast cancer. Int J Cancer 95:271–275
Sarkar G, Kapelner S, Grandy DK, Marchionni M, Civelli O, Sobell J, Heston L, Sommer SS (1991) Direct sequencing of the dopamine D2 receptor (DRD2) in schizophrenics reveals three polymorphisms but no structural change in the receptor. Genomics 11:8–14
Shin S, Stewart R, Ferri CP, Kim JM, Shin IS, Kim SW, Yang SJ, Yoon JS (2010) An investigation of associations between alcohol use disorder and polymorphisms on ALDH2, BDNF, 5-HTTLPR and MTHFR genes in order Korean men. Int J Geriatr Psychiatry 25:441–448
Kimura K, Iguchi Y, Shibazaki K, Junya A, Terasawa Y (2008) Hemorrhagic transformation of ischemic brain tissue after t-PA thrombolysis as detected by MRI may be asymptomatic, but impair neurological recovery. J Neurol Sci 272:136–142
Lee TC, Wang HP, Chiu HM, Lien WC, Chen MJ, Yu LC, Sun CT, Lin JT, Wu MS (2010) Male gender and renal dysfunction are predictors of adverse outcome in nonpostoperative ischemic colitis patients. J Clin Gastroenterol 44:e96–e100
Ishii M, Sakairi Y, Hara H, Imagawa A, Shimizu S, Takahashi J, Nagamine A, Naito Y, Masuda Y, Usami S, Kiuchi Y (2011) Negative predictors of clinical response to triptans in patients with migraine. Neurol Sci. doi:10.1007/s10072-011-0716-z
Blount BC, Mack MM, Wehr CM, MacGregor JT, Hiatt RA, Wang G, Wickramasinghe SN, Everson RB, Ames BN (1997) Folate deficiency causes uracil misincorporation into human DNA and chromosome breakage: implications for cancer and neuronal damage. Proc Natl Acad Sci USA 94:3290–3295
Duthie SJ, Narayanan S, Brand GM, Pirie L, Grant G (2002) Impact of folate deficiency on DNA stability. J Nutr 132(Suppl):2444S–2449S
de Bree A, Verschuren WM, Bjorke-Monsen AL, van der Put NM, Heil SG, Trijbels FJ, Blom HJ (2003) Effect of the methylenetetrahydrofolate reductase 677C–>T mutation on the relations among folate intake and plasma folate and homocysteine concentrations in a general population sample. Am J Clin Nutr 77:687–693
Miller AL (2008) The methylation, neurotransmitter, and antioxidant connections between folate and depression. Altern Med Rev 13:216–226
Koslow SH, Butler IJ (1977) Biogenic amine synthesis defect in dihydropteridine reductase deficiency. Science 198:522–523
Hering R, Glover V, Pattichis K, Catarci T, Steiner TJ (1993) 5HT in migraine patients with medication-induced headache. Cephalalgia 13:410–412
Rossi C, Pini LA, Cupini ML, Calabresi P, Sarchielli P (2008) Endocannabinoids in platelets of chronic migraine patients and medication-overuse headache patients: relation with serotonin levels. Eur J Clin Pharmacol 64:1–8
D’Andrea G, Granella F, Perini F, Farruggio A, Leone M, Bussone G (2006) Platelet levels of dopamine are increase in migraine and cluster headache. Headache 46:585–591
Calabresi P, Cupini LM (2005) Medication-overuse headache: similarities with drug addiction. Trends Pharmacol Sci 26:62–68
Peroutka SJ, Wilhoit T, Jones K (1997) Clinical susceptibility to migraine with aura is modified by dopamine D2 receptor (DRD2) NcoI alleles. Neurology 49:201–206
Gilbody S, Lewis S, Lightfoot T (2007) Methylenetetrahydrofolate reductase (MTHFR) genetic polymorphisms and psychiatric disorders: a HuGE review. Am J Epidemiol 165:1–13
Peroutka SJ, Price SC, Wilhoit TL, Jones KW (1998) Comorbid migraine with aura, anxiety, and depression is associated with dopamine D2 receptor (DRD2) NcoI alleles. Mol Med 4:14–21
Acknowledgments
We thank Dr. Hideto Oyamada (Department of Pharmacology, Showa University School of Medicine) and Ms. Yuika Naito (Department of Pharmacy, Showa University Hospital) for technical support. This study was supported by the Tamagawa University Center of Excellence under the Ministry of Education, Culture, Sports, Science, and Technology (MEXT) (M.K.); Core Research for Evolutionary Science and Technology (CREST17022035) (M.K.); a Grant-in-Aid for Scientific Research on Innovative Areas, “Face perception and recognition,” from MEXT (21119518) (M.K.); a Grant-in-Aid for Scientific Research on Priority Areas: System Study on High-Order Brain Functions from Showa University Grant-in-Aid for Innovative Collaborative Research Projects; a Special Research Grant-in-Aid for Development of Characteristic Education from MEXT (M.K.); a Grant of Private University High Technology Research Center Project matching fund subsidy from MEXT.
Author information
Authors and Affiliations
Corresponding author
Additional information
T. Onaya, M. Ishii and H. Katoh contributed equally to this work.
Rights and permissions
About this article
Cite this article
Onaya, T., Ishii, M., Katoh, H. et al. Predictive index for the onset of medication overuse headache in migraine patients. Neurol Sci 34, 85–92 (2013). https://doi.org/10.1007/s10072-012-0955-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10072-012-0955-7