The contribution of stress to the comorbidity of migraine and major depression: results from a prospective cohort study
- 1Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
- 2Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
- 3Department of Epidemiology and Community Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Correspondence to: Dr Ian Colman;
- Received 3 September 2012
- Revised 30 January 2013
- Accepted 8 February 2013
- Published 9 March 2013
Objectives To assess how much the association between migraine and depression may be explained by various measures of stress.
Design National Population Health Survey is a prospective cohort study representative of the Canadian population. Eight years of follow-up time were used in the present analyses.
Setting Canadian adult population ages 18–64.
Participants 9288 participants.
Outcome Incident migraine and major depression.
Results Adjusting for sex and age, depression was predictive of incident migraine (HR: 1.62; 95% CI 1.03 to 2.53) and migraine was predictive of incident depression (HR: 1.55; 95% CI 1.15 to 2.08). However, adjusting for each assessed stressor (childhood trauma, recent marital problems, recent unemployment, recent household financial problems, work stress, chronic stress and change in social support) decreased this association, with chronic stress being a particularly strong predictor of outcomes. When adjusting for all stressors simultaneously, both associations were largely attenuated (depression–migraine HR: 1.30; 95% CI 0.80 to 2.10; migraine–depression HR: 1.19; 95% CI 0.86 to 1.66).
Conclusions Much of the apparent association between migraine and depression may be explained by stress.
To understand how much and what kind of stressors play a role in explaining the comorbidity seen between migraine and major depression.
Migraine headache and major depression each predict the other prospectively.
Stress, particularly chronic stress, appears to explain much of the association seen between migraine and major depression.
Strengths and limitations of this study
Large, representative, prospective cohort study.
Migraine was self-reported with a single question at each assessment.
Several studies support that migraine and psychopathologies, in particular major depression, often co-occur.1–15 In a recent review of such comorbidities, Antonaci et al16 reported a meta-analysis of 12 studies, concluding that the OR may be near 2.2 for major depression and migraine. A limited number of prospective studies have examined the temporality of this association, largely concluding the predictive relationship is bidirectional (ie, migraine status predicts depression onset and vice versa).1 ,2 ,10 While the correlation has been well established, the mechanisms for this co-occurrence are less clear; causal paths may exist from one disorder to the other, and/or some shared common risk factor(s) (ie, confounders) may cause both depression and migraine.
Migraine and depression indeed share several risk factors, and thus any perceived correlation between the two could potentially be due to this confounding. Prior research assessing their association has adjusted primarily for demographic variables; some studies have separately studied other risk factors of a genetic and neurobiological nature. Few studies, however, have focused on stress, a known risk factor for both migraine and depression. In Modgill et al's10 analyses of the National Population Health Survey (NPHS), a representative longitudinal study of the Canadian population, childhood trauma attenuated the association between the two disorders, particularly for the direction of depression predicting migraine onset. However, their analyses only looked at a limited number of stressors and did not attempt to address specifically how much different types of stressors may contribute to this association. A variety of stressors may confound the migraine–depression association, as many types have been found to be risk factors for both disorders: for example, childhood trauma,10 ,17 unemployment,18 ,19 chronic/repeated stress,20 ,21 etc.
In the current study, we extend Modgill et al's findings in the NPHS to assess how much the association between migraine and depression may be explained by various measures of stress, including a wide variety of prior and current stressors. We assess this association longitudinally and bidirectionally.
The NPHS is a prospective, nationally representative study conducted by Statistics Canada that has followed a Canadian cohort since 1994/1995. At study inception, individuals were randomly selected using a stratified two-stage sample design (n=17 276). The sample has been contacted every 2 years, with the most recent data collection in 2008/2009.
For the purposes of this study, we restricted our sample to individuals aged 18–64 years in Cycle 4 (2000/2001), with this assessment treated as ‘baseline’ in the presented analyses. This serves two purposes: (1) as both migraine and depression assessments reflect current states rather than diagnostic histories, this allows us to use the first three assessments to construct a several-year history of each disorder prior to baseline and (2) as some of the stressors were not assessed until this time (eg, work stress, chronic stress) or could not be constructed without at least two assessments (eg, change in social support, marital status or employment), this allows a more complete analysis of the role of stressors in the migraine–depression comorbidity. Further information on our analytic sample is depicted in figure 1.
Major depressive episodes are assessed using the Composite International Diagnostic Interview Short Form for Major Depression (CIDI-SFMD) at all eight cycles. The CIDI-SFMD inquires about symptoms of major depression, as defined by the Diagnostic and Statistical Manual of Mental Disorders IV, during the preceding 12 months. Kessler et al22 showed that the CIDI-SF has 93% classification accuracy for major depressive episode when compared with the full-length CIDI. Individuals who endorse five or more symptoms during a single 2-week period are considered to have a 90% probability of having major depression;22 for the purposes of this study, such individuals will be considered as having major depression during that year.
Migraine is assessed in a single diagnostic question at each assessment. In the first three assessments (1994/1995; 1996/1997; 1998/1999), subjects were asked whether they currently were having migraine headaches that had been diagnosed by a health professional. In the subsequent five assessments (2000/2001; 2002/2003; 2004/2005; 2006/2007; 2008/2009), subjects were asked whether they currently have migraine headaches. In these last five assessments, subjects were further asked about the timing of onset of the diagnosis.
Using similar definitions as previous studies using NPHS data,17 we defined several types of stressors: childhood trauma, recent marital problems, recent unemployment, recent household financial problems, work stress, chronic stress and change in social support. Childhood trauma was assessed in Cycle 1 (1994/1995) for those 18 or older at that time, and in Cycle 4 (2000/2001) for the rest of our cohort. Subjects were asked about seven items of childhood trauma occurring prior to the individual turning 18: parental divorce, a lengthy hospital stay, prolonged parental unemployment, frequent parental alcohol or drug use and physical abuse. Childhood trauma was categorised as none, one event and two or more events. Three recent stressful life changes were defined: marital problems, recent unemployment and household financial problems. Marital problems were defined by a change from reporting single, married or partnered in Cycle 3 (1998/1999) to divorced, widowed or separated in Cycle 4 (2000/2001). Recent unemployment was defined as being employed in Cycle 3 (1998/1999) but reporting unemployment or not being in the labour force in Cycle 4 (2000/2001). Household financial problems were defined as having a score above Statistic Canada's low-income cut-off (LICO) in Cycle 3 (1998/1999) followed by a score below the cut-off in Cycle 4 (2000/2001). The LICO score takes into account the individual's income relative to the community in which an individual lives and the size of their household.23 ,24 Work stress was measured in Cycle 4 (2000/2001) by 13 questions that assessed job security, autonomy, conflict and satisfaction;24 the score was categorised by quartiles. Chronic stress was measured in Cycle 4 (2000/2001) by 18 questions that assessed stress in one's personal life, focusing primarily on relationships and family strife;24 this score was also broken into quartiles. Social support was measured by a four-question scale in Cycles 3 and 4 (1998/1999; 2000/2001);24 this score was dichotomised at the median, and change in social support was conceptualised as a change from high to low social support.
We performed two sets of analyses. First, among those with no history of major depression (unweighted n=7818), we assessed the onset of incident major depression comparing those with and without migraine at baseline; second, among those with no history of migraine (unweighted n=7765), we assessed the onset of incident migraine comparing those with and without major depression at baseline. Cox Proportional Hazards Models were fit, and HR and their 95% CI are presented. Models are presented as unadjusted; adjusting for sex and age; adjusting for sex, age and each stress exposure individually; and adjusting for sex, age and all stress exposures. Data analyses were completed using SAS 9.2 and SUDAAN 10.0.1. All estimates were weighted to adjust for unequal selection probabilities and cluster sampling; weights further adjust for attrition between the first and fourth cycles. SEs were calculated using the bootstrap method.
Demographic information is presented in table 1. At baseline, 4.13%, 9.13% and 1.33% of the sample reported current depression only, migraine only and comorbid depression and migraine, respectively.
Models for depression status predicting incident migraine are presented in table 2. Among non-migraineurs in Cycle 4 (2000/2001), 5.52% developed migraine during the 8-year follow-up. The sex- and age-adjusted model suggested that depression was predictive of incident migraine (HR: 1.62; 95% CI 1.03 to 2.53). When adjusting further for stressors in separate models, estimates were further attenuated; adjusting for chronic stress attenuated the estimate the most (HR: 1.34; 95% CI 0.84 to 2.13). When adjusting for all forms of stressors simultaneously, the depression–migraine estimate was attenuated to an HR of 1.30 (95% CI 0.80 to 2.10).
Models for migraine status predicting incident depression are presented in table 3. Among subjects who had not had a depression up through Cycle 4 (2000/2001), 8.72% developed incident depression. Migraine status was predictive of incident depression in the age- and sex-adjusted model (HR: 1.55; 95% CI 1.15 to 2.08). Adjusting for stressors in separate models attenuated this relationship, with adjustment for chronic stress affecting the estimate the most (HR: 1.33; 95% CI 0.98 to 1.79). The fully adjusted model estimate for the migraine–depression HR was attenuated to 1.19 (95% CI 0.86 to 1.66).
Without considering common causes or other explanations, these results align with earlier findings supporting a bidirectionality to a migraine–depression association: in crude analyses, migraine status predicted incident depression, and depression status predicted incident migraine. However, both directions of this relationship are largely explained by stressors that likely increase risk for both migraine and depression: adjusting for all measured forms of stress in these surveys attenuated each estimate considerably (estimates decreased from 1.62 to 1.30 and 1.55 to 1.19) and the associations were no longer significant after adjustment. Implications for research as well as clinical and public-health practices are discussed.
Importantly, all stressors studied here did attenuate the results, suggesting that any form of stress may be an important common cause to consider when studying migraine and depression. This finding follows from prior research that supports both acute and chronic forms of stress as being confounders, since these have been shown to predict depression and migraine.10 ,17–21 The present study suggests that these stressors collectively explain much of the perceived migraine–depression association; research that does not account for these common causes when studying depression and migraine may be presenting misleading estimates. The perceived migraine–depression associations presented in many prior studies may be largely explained by unmeasured confounding by such types of stressors. The magnitude of confounding due to each specific stressor is dependent on several factors, including the strength of the covariate–exposure association, the strength of the covariate–outcome association and the prevalence of the covariate. Our measure of chronic stress was strongly predictive of both migraine and depression onsets, as well as associated with these disorders at baseline, and thus was the strongest risk factor considered in the present analyses. On the other hand, recent changes in employment and marital status were relatively rare life events, and were not strongly predictive of these disorders, so the magnitude of attenuation when considering each of these variables was minor. Optimally, future studies of migraine and depression would assess all potential confounders; as this is not always feasible, investigators may consider prioritising assessing chronic stress over some of these other stressors, and accompany results with sensitivity or bias analyses for any stressors that remained unmeasured.
Our finding that chronic stress was the strongest stress-related risk factor fits into the broader context of research, suggesting that chronic stress may be causative of various types of chronic pain and major depression. In disentangling the relationship between depression, chronic stress and chronic pain such as fibromyalgia, it has been proposed that chronic stress may lead to dysfunction in the hypothalamic–pituitary–adrenal axis, which in turn could lead to both depression and some forms of chronic pain.25 Research specific to stress and migraine supports this biological theory.26 Notably, childhood trauma was a strong risk factor in migraine predicting depression; as many of the types of trauma assessed were chronic in nature, this aligns with the finding that perhaps chronic forms of stress are especially potent common causes of migraine and depression.
Although certainly some of the crude association between depression and migraine may still be explained by genetics, other common causes and/or biological pathways between the two disorders, the current findings suggest interesting considerations when developing future intervention strategies. Given the possibility of a biological mechanism between these two disorders, much research attention has been focused on the efficacy of antidepressant medications on preventing and managing migraine, with mixed success.27–29 However, the current study suggests that perhaps a primary strategy could target reducing stress, particularly chronic stress, as this may both reduce the burden of the index disorder as well as potentially prevent the second condition from occurring. Indeed, there have been studies showing that various behavioural or stress management therapies (eg, Cognitive-Behavioral Therapy) are effective treatments for migraine, supporting one aspect of this hypothesis.30–32 Given how much chronic stress and other stressors seem to explain the comorbidity, such a strategy may have the potential for reducing this comorbidity burden on a larger scale than some of these other postulated pharmacological strategies, although further research actually comparing such treatment strategies would be needed. Utilising a stress-reducing strategy to address this comorbidity assumes that stress is (directly or indirectly) causative of both disorders, while it is possible that stress is a risk factor through associations with a common cause.
The study has numerous strengths. This is one of only a few studies to prospectively assess the migraine–depression comorbidity bidirectionally,1 ,2 ,10 and extends these previous findings by examining whether a rich assortment of widely used stress measures explained the associations found. The nationally representative nature of the study aids the generalisability of these findings, and the sample size and length of follow-up are exceptional.
However, certain limitations warrant consideration. Migraine was assessed as only a single, self-reported question at each cycle. Self-reported symptom-based assessments do generally report a higher prevalence than doctor diagnoses;33 the assessment in the NPHS inquires about diagnosis by a health professional which may offset some of this over-reporting, but certainly misclassification may still be an issue. Specifically, self-report may be further inflated in depressed individuals, which may actually contribute to some overestimation in our associations. While the measure of major depression (CIDI-SFMD) has demonstrated psychometric properties,22 ,34 ,35 the 12-month diagnosis (which thus does not cover the 2 years between each study assessment) hinders inference about the history of major depression, possible episodes unmeasured in the gap years of the study and actual timing of onset of the disorder; subjects who have less frequent depressive episodes or episodes that are shorter in duration would be less likely to be measured accurately. However, by using an interim cycle as ‘baseline’, we were able to construct over a half-decade profile of subjects’ ‘history’ of major depression to diminish the issue regarding assessing history. Finally, we did not have complete follow-up for all subjects. Weighting was used to correct for attrition between Cycles 1 and 4. From Cycle 4 through 8 the majority of subjects were assessed 8 years later (see figure 1), and follow-up duration was not associated with migraine or depression status at baseline. Follow-up duration, however, was associated with age and a few stressors (greater chronic stress, recent unemployment and recent divorce were associated with shorter follow-up; p's<0.05); however, as stress likely predicts higher levels of the outcome disorders, it is likely this implies that some subjects were censored prior to the onset of the outcome, meaning that stress would explain even more of the association measured had complete follow-up occurred.
These analyses highlight considerations for future research. These analyses represent a rich assortment of stressors, but several other stressors may also merit examination, for example, childhood sexual abuse, acute recent traumas such as injury or illness, etc. Further, as some of the stressors were only assessed in one or two cycles, we were not able to fully address the time-varying nature of the relationships between stress and these episodic conditions. Given that we found recent and prior stress to be relevant in this comorbidity, future research may wish to more closely examine the time-varying relationship between stress and these two conditions individually and comorbidly. Specifically, while stress is a risk factor for both disorders, it may also be caused by each disorder, and thus assessing temporal relationships using models that account for time-varying confounding appropriately (eg, marginal structural models) may highlight the relationship between these variables further.
Understanding the causal mechanisms underlying the migraine–depression comorbidity may have a major public health impact. Major depression is a chief cause of disability worldwide,36 estimated by the WHO to become the second leading cause of disease burden by the year 2020.37 Meanwhile, migraine affects 11% of the adult population, and when combined with other headache disorders also makes it into the top 10 causes of disability by WHO estimates.38 Moreover, studies suggest that the disability and burden of these disorders may be compounded when present together;5 disease severity appears greater when these disorders are comorbid, for example, frequency and duration of migraine attacks have a significant association with psychiatric comorbidity.39 Migraine patients with a psychiatric disorder report generally a lower quality of life than other migraine patients;8 in parallel, depression patients who report migraine also report poorer quality of life compared with other depression patients.40 As such, implementation of effective stress-management strategies for migraineurs and those suffering from depression (as well as similar strategies to prevent the index disorder onset) may have major implications for prevention and intervention strategies that may lower the societal costs and burdens of both disorders.
The authors thank Ms Irene Wong of Statistics Canada for her assistance with data access and use. The research and analysis are based on data from Statistics Canada and the opinions expressed do not represent the views of Statistics Canada.
Contributors SS and IC conceived and designed the study and interpreted the results. SS, YZ and MW performed the data analysis. SS wrote the manuscript. All authors critically reviewed the final manuscript.
Funding This research was undertaken, in part, thanks to funding from the Canada Research Chairs programme for Dr Colman. Funders had no role in the study design, data collection and analysis, decision to publish or preparation of the manuscript.
Competing interests None.
Provenance and peer review Not commissioned; externally peer reviewed.
Data sharing statement A statement like this might be appropriate: “Data for this study are from the National Population Health Survey, a longitudinal cohort study directed by Statistics Canada. Data are accessible through Statistics Canada’s Research Data Centre programme (http://www.statcan.gc.ca/rdc-cdr/index-eng.htm).
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