Statistical Testing of Association Between Menstruation and Migraine

被引:6
作者
Barra, Mathias [1 ]
Dahl, Fredrik A. [1 ]
Vetvik, Kjersti G. [2 ,3 ]
机构
[1] Akershus Univ Hosp, Hlth Serv Res Ctr, N-1478 Lorenskog, Akershus, Norway
[2] Univ Oslo, Inst Clin Med, Oslo, Norway
[3] Akershus Univ Hosp, Head & Neck Res Grp, Res Ctr, N-1478 Lorenskog, Akershus, Norway
来源
HEADACHE | 2015年 / 55卷 / 02期
关键词
menstrual migraine; classification; statistical association; diagnostic criteria; Fisher's exact mid-p; ROC curve analysis; PREVALENCE; HEADACHE; PHASE; WOMEN; CYCLE;
D O I
10.1111/head.12457
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
ObjectiveTo repair and refine a previously proposed method for statistical analysis of association between migraine and menstruation. BackgroundMenstrually related migraine (MRM) affects about 20% of female migraineurs in the general population. The exact pathophysiological link from menstruation to migraine is hypothesized to be through fluctuations in female reproductive hormones, but the exact mechanisms remain unknown. Therefore, the main diagnostic criterion today is concurrency of migraine attacks with menstruation. Methods aiming to exclude spurious associations are wanted, so that further research into these mechanisms can be performed on a population with a true association. MethodsThe statistical method is based on a simple two-parameter null model of MRM (which allows for simulation modeling), and Fisher's exact test (with mid-p correction) applied to standard 2x2 contingency tables derived from the patients' headache diaries. Our method is a corrected version of a previously published flawed framework. To our best knowledge, no other published methods for establishing a menstruation-migraine association by statistical means exist today. ResultsThe probabilistic methodology shows good performance when subjected to receiver operator characteristic curve analysis. Quick reference cutoff values for the clinical setting were tabulated for assessing association given a patient's headache history. ConclusionsIn this paper, we correct a proposed method for establishing association between menstruation and migraine by statistical methods. We conclude that the proposed standard of 3-cycle observations prior to setting an MRM diagnosis should be extended with at least one perimenstrual window to obtain sufficient information for statistical processing.
引用
收藏
页码:229 / 240
页数:12
相关论文
共 26 条
[1]   Mid-P confidence intervals: A brief review [J].
Berry, G ;
Armitage, P .
STATISTICIAN, 1995, 44 (04) :417-423
[2]   The International Classification of Headache Disorders, 3rd edition (beta version) [J].
Bes, Andre ;
Kunkel, Robert ;
Lance, James W. ;
Nappi, Giuseppe ;
Pfaffenrath, Volker ;
Rose, Frank Clifford ;
Schoenberg, Bruce S. ;
Soyka, Dieter ;
Tfelt-Hansen, Peer ;
Welch, K. Michael A. ;
Wilkinson, Marica ;
Olesen, Jes ;
Bousser, Marie-Germaine ;
Diener, Hans-Christoph ;
Dodick, David ;
First, Michael ;
Goadsby, Peter J. ;
Goebel, Hartmut ;
Lainez, Miguel J. A. ;
Lance, James W. ;
Lipton, Richard B. ;
Nappi, Giuseppe ;
Sakai, Fumihiko ;
Schoenen, Jean ;
Silberstein, Stephen D. ;
Steiner, Timothy J. ;
Olesen, Jes ;
Bendtsen, Lars ;
Dodick, David ;
Ducros, Anne ;
Evers, Stefan ;
First, Michael ;
Goadsby, Peter J. ;
Hershey, Andrew ;
Katsarava, Zaza ;
Levin, Morris ;
Pascual, Julio ;
Russell, Michael B. ;
Schwedt, Todd ;
Steiner, Timothy J. ;
Tassorelli, Cristina ;
Terwindt, Gisela M. ;
Vincent, Maurice ;
Wang, Shuu-Jiun ;
Olesen, J. ;
Evers, S. ;
Charles, A. ;
Hershey, A. ;
Lipton, R. ;
First, M. .
CEPHALALGIA, 2013, 33 (09) :629-808
[3]   A 40-year follow-up of school children with migraine [J].
Bille, B .
CEPHALALGIA, 1997, 17 (04) :488-491
[4]   Sex Differences in the Prevalence, Symptoms, and Associated Features of Migraine, Probable Migraine and Other Severe Headache: Results of the American Migraine Prevalence and Prevention (AMPP) Study [J].
Buse, Dawn C. ;
Loder, Elizabeth W. ;
Gorman, Jennifer A. ;
Stewart, Walter F. ;
Reed, Michael L. ;
Fanning, Kristina M. ;
Serrano, Daniel ;
Lipton, Richard B. .
HEADACHE, 2013, 53 (08) :1278-1299
[5]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36
[6]  
Headache Classification Subcommittee of the International Headache Society, 2010, CEPHALALGIA S1, V24, P9
[7]  
Hutchinson SH, 2008, MENSTRUAL MIGRAINE
[8]  
Hwang JTG, 2001, STAT SINICA, V11, P807
[9]   RELATIONSHIP OF HEADACHE TO PHASE OF THE MENSTRUAL-CYCLE AMONG YOUNG-WOMEN - A DAILY DIARY STUDY [J].
JOHANNES, CB ;
LINET, MS ;
STEWART, WF ;
CELENTANO, DD ;
LIPTON, RB ;
SZKLO, M .
NEUROLOGY, 1995, 45 (06) :1076-1082
[10]   Migraine prevalence, disease burden, and the need for preventive therapy [J].
Lipton, R. B. ;
Bigal, M. E. ;
Diamond, M. ;
Freitag, F. ;
Reed, M. L. ;
Stewart, W. F. .
NEUROLOGY, 2007, 68 (05) :343-349