Literature DB >> 30014214

Forecasting Migraine Attacks and the Utility of Identifying Triggers.

Dana P Turner1,2, Adriana D Lebowitz3, Ivana Chtay3, Timothy T Houle3,4.   

Abstract

PURPOSE OF REVIEW: This review synthesizes the utility of measuring migraine triggers for the purpose of forecasting future headache attacks. The nature of forecasting models, headache triggers as inputs to such models, and how these trigger exposures can be measured for forecasting are reviewed. A critical evaluation of the existing forecasting models in the context of their potential application for preemptive treatment is considered. RECENT
FINDINGS: A substantial pool of candidate trigger factors could be considered in the creation of forecasting models. However, because mechanistic information about causal factors that precede a migraine attack is not well understood, and such factors are difficult to measure, empirical models that are based on trigger factors that are merely associated with the onset of headache activity are likely to be the focus of forecasting efforts in the near future. Of such factors, stress has considerable empirical support and has been used to successfully forecast future headache attacks within individuals over time. However, at present, existing models possess only modest levels of discrimination and lack strong resolution in generated predictions. Current headache forecasting models represent an important first step in accurately predicting future headache activity. However, to utilize these models in a preemptive treatment paradigm where the risk of headache is treated prior to the actual experience of pain, these models must achieve greater precision with good calibration and generate predictions that are clinically actionable by individuals in their real-time home environments.

Entities:  

Keywords:  Forecasting; Statistical modeling; Stress; Triggers

Mesh:

Year:  2018        PMID: 30014214     DOI: 10.1007/s11916-018-0715-3

Source DB:  PubMed          Journal:  Curr Pain Headache Rep        ISSN: 1534-3081


  26 in total

Review 1.  Prophylactic migraine therapy: mechanisms and evidence.

Authors:  Nabih M Ramadan
Journal:  Curr Pain Headache Rep       Date:  2004-04

Review 2.  Trigger factors and premonitory features of migraine attacks: summary of studies.

Authors:  Jelena M Pavlovic; Dawn C Buse; C Mark Sollars; Sheryl Haut; Richard B Lipton
Journal:  Headache       Date:  2014 Nov-Dec       Impact factor: 5.887

3.  Nighttime snacking, stress, and migraine activity.

Authors:  Dana P Turner; Todd A Smitherman; Donald B Penzien; John A H Porter; Vincent T Martin; Timothy T Houle
Journal:  J Clin Neurosci       Date:  2013-10-14       Impact factor: 1.961

4.  Forecasting Individual Headache Attacks Using Perceived Stress: Development of a Multivariable Prediction Model for Persons With Episodic Migraine.

Authors:  Timothy T Houle; Dana P Turner; Adrienne N Golding; John A H Porter; Vincent T Martin; Donald B Penzien; Charles H Tegeler
Journal:  Headache       Date:  2017-07       Impact factor: 5.887

5.  Effect of early intervention with sumatriptan on migraine pain: retrospective analyses of data from three clinical trials.

Authors:  R K Cady; F Sheftell; R B Lipton; S O'Quinn; M Jones; D G Putnam; A Crisp; A Metz; S McNeal
Journal:  Clin Ther       Date:  2000-09       Impact factor: 3.393

Review 6.  New strategies for the treatment and prevention of primary headache disorders.

Authors:  Nathaniel M Schuster; Alan M Rapoport
Journal:  Nat Rev Neurol       Date:  2016-10-27       Impact factor: 42.937

7.  Stress and sleep duration predict headache severity in chronic headache sufferers.

Authors:  Timothy T Houle; Ross A Butschek; Dana P Turner; Todd A Smitherman; Jeanetta C Rains; Donald B Penzien
Journal:  Pain       Date:  2012-10-13       Impact factor: 6.961

8.  Adherence to oral migraine-preventive medications among patients with chronic migraine.

Authors:  Zsolt Hepp; David W Dodick; Sepideh F Varon; Patrick Gillard; Ryan N Hansen; Emily B Devine
Journal:  Cephalalgia       Date:  2014-08-27       Impact factor: 6.292

9.  Premonitory symptoms in migraine: an electronic diary study.

Authors:  N J Giffin; L Ruggiero; R B Lipton; S D Silberstein; J F Tvedskov; J Olesen; J Altman; P J Goadsby; A Macrae
Journal:  Neurology       Date:  2003-03-25       Impact factor: 9.910

10.  Using a graphical risk tool to examine willingness to take migraine prophylactic medications.

Authors:  Dana P Turner; Adrienne N Golding; Timothy T Houle
Journal:  Pain       Date:  2016-10       Impact factor: 7.926

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  1 in total

1.  Continuous updating of individual headache forecasting models using Bayesian methods.

Authors:  Timothy T Houle; Hao Deng; Charles H Tegeler; Dana P Turner
Journal:  Headache       Date:  2021-08-26       Impact factor: 5.311

  1 in total

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