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Identifying menstrual migraine– improving the diagnostic criteria using a statistical method

OBJECTIVE: To develop a robust statistical tool for the diagnosis of menstrually related migraine. BACKGROUND: The International Classification of Headache Disorders (ICHD) has diagnostic criteria for menstrual migraine within the appendix. These include the requirement for menstrual attacks to occu...

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Autores principales: Barra, Mathias, Dahl, Fredrik A., MacGregor, E. Anne, Vetvik, Kjersti Grøtta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Milan 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6734306/
https://www.ncbi.nlm.nih.gov/pubmed/31492101
http://dx.doi.org/10.1186/s10194-019-1035-7
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author Barra, Mathias
Dahl, Fredrik A.
MacGregor, E. Anne
Vetvik, Kjersti Grøtta
author_facet Barra, Mathias
Dahl, Fredrik A.
MacGregor, E. Anne
Vetvik, Kjersti Grøtta
author_sort Barra, Mathias
collection PubMed
description OBJECTIVE: To develop a robust statistical tool for the diagnosis of menstrually related migraine. BACKGROUND: The International Classification of Headache Disorders (ICHD) has diagnostic criteria for menstrual migraine within the appendix. These include the requirement for menstrual attacks to occur within a 5-day window in at least [Formula: see text] menstrual cycles ([Formula: see text] -criterion). While this criterion has been shown to be sensitive, it is not specific. Yet in some circumstances, for example to establish the underlying pathophysiology of menstrual attacks, specificity is also important, to ensure that only women in whom the relationship between migraine and menstruation is more than a chance occurrence are recruited. METHODS: Using a simple mathematical model, a Markov chain, to model migraine attacks we developed a statistical criterion to diagnose menstrual migraine (sMM). We then analysed a data set of migraine diaries using both the [Formula: see text] -criterion and the sMM. RESULTS: sMM was superior to the [Formula: see text] -criterion for varying numbers of menstrual cycles and increased in accuracy with more cycle data. In contrast, the [Formula: see text] -criterion showed maximum sensitivity only for three cycles, although specificity increased with more cycle data. CONCLUSIONS: While the ICHD [Formula: see text] -criterion is a simple screening tool for menstrual migraine, the sMM provides a more specific diagnosis and can be applied irrespective of the number of menstrual cycles recorded. It is particularly useful for clinical trials of menstrual migraine where a chance association between migraine and menstruation must be excluded.
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spelling pubmed-67343062019-09-12 Identifying menstrual migraine– improving the diagnostic criteria using a statistical method Barra, Mathias Dahl, Fredrik A. MacGregor, E. Anne Vetvik, Kjersti Grøtta J Headache Pain Research Article OBJECTIVE: To develop a robust statistical tool for the diagnosis of menstrually related migraine. BACKGROUND: The International Classification of Headache Disorders (ICHD) has diagnostic criteria for menstrual migraine within the appendix. These include the requirement for menstrual attacks to occur within a 5-day window in at least [Formula: see text] menstrual cycles ([Formula: see text] -criterion). While this criterion has been shown to be sensitive, it is not specific. Yet in some circumstances, for example to establish the underlying pathophysiology of menstrual attacks, specificity is also important, to ensure that only women in whom the relationship between migraine and menstruation is more than a chance occurrence are recruited. METHODS: Using a simple mathematical model, a Markov chain, to model migraine attacks we developed a statistical criterion to diagnose menstrual migraine (sMM). We then analysed a data set of migraine diaries using both the [Formula: see text] -criterion and the sMM. RESULTS: sMM was superior to the [Formula: see text] -criterion for varying numbers of menstrual cycles and increased in accuracy with more cycle data. In contrast, the [Formula: see text] -criterion showed maximum sensitivity only for three cycles, although specificity increased with more cycle data. CONCLUSIONS: While the ICHD [Formula: see text] -criterion is a simple screening tool for menstrual migraine, the sMM provides a more specific diagnosis and can be applied irrespective of the number of menstrual cycles recorded. It is particularly useful for clinical trials of menstrual migraine where a chance association between migraine and menstruation must be excluded. Springer Milan 2019-09-06 /pmc/articles/PMC6734306/ /pubmed/31492101 http://dx.doi.org/10.1186/s10194-019-1035-7 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Barra, Mathias
Dahl, Fredrik A.
MacGregor, E. Anne
Vetvik, Kjersti Grøtta
Identifying menstrual migraine– improving the diagnostic criteria using a statistical method
title Identifying menstrual migraine– improving the diagnostic criteria using a statistical method
title_full Identifying menstrual migraine– improving the diagnostic criteria using a statistical method
title_fullStr Identifying menstrual migraine– improving the diagnostic criteria using a statistical method
title_full_unstemmed Identifying menstrual migraine– improving the diagnostic criteria using a statistical method
title_short Identifying menstrual migraine– improving the diagnostic criteria using a statistical method
title_sort identifying menstrual migraine– improving the diagnostic criteria using a statistical method
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6734306/
https://www.ncbi.nlm.nih.gov/pubmed/31492101
http://dx.doi.org/10.1186/s10194-019-1035-7
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