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Chong, Catherine D.

https://orcid.org/0000-0002-9035-8748

Mayo Clinic

Mayo Clinic

Citations 80

Distinguishing persistent post-traumatic headache from migraine: Classification based on clinical symptoms and brain structural MRI data
Ross, Katherine , Kahn, Mazher , Dumkrieger, Gina , Dumkrieger, Gina , Chong, Catherine D. , Berisha, Visar , Schwedt, Todd J.

Cephalalgia | April 30, 2021 | Volume: 41 | Issue: 8 | Pages: 943-955

10.1177/0333102421991819 Get It

Background Persistent post-traumatic headache most commonly has symptoms that overlap those of migraine. In some cases, it can be clinically difficult to differentiate persistent post-traumatic headache with a migraine phenotype from migraine. The objective of this study was to develop a classification model based on questionnaire data and structural neuroimaging data that distinguishes individuals with migraine from those with persistent post-traumatic headache. Methods Questionnaires assessing headache characteristics, sensory hypersensitivities, cognitive functioning, and mood, as well as T1-weighted magnetic resonance imaging and diffusion tensor data from 34 patients with migraine and 48 patients with persistent post-traumatic headache attributed to mild traumatic brain injury were included for analysis. The majority of patients with persistent post-traumatic headache had a migraine/probable migraine phenotype (77%). A machine-learning leave-one-out cross-validation algorithm determined the average accuracy for distinguishing individual migraine patients from individual patients with persistent post-traumatic headache. Results Based on questionnaire data alone, the average classification accuracy for determining whether an individual person had migraine or persistent post-traumatic headache was 71.9%. Adding imaging data features to the model improved the classification accuracy to 78%, including an average accuracy of 97.1% for identifying individual migraine patients and an average accuracy of 64.6% for identifying individual patients with persistent post-traumatic headache. The most important clinical features that contributed to the classification accuracy included questions related to anxiety and decision making. Cortical brain features and fibertract data from the following regions or tracts most contributed to the classification accuracy: Bilateral superior temporal, inferior parietal and posterior cingulate; right lateral occipital, uncinate, and superior longitudinal fasciculus. A post-hoc analysis showed that compared to incorrectly classified persistent post-traumatic headache patients, those who were correctly classified as having persistent post-traumatic headache had more severe physical, autonomic, anxiety and depression symptoms, were more likely to have post-traumatic stress disorder, and were more likely to have had mild traumatic brain injury attributed to blasts. Discussion A classification model that included a combination of questionnaire data and structural imaging parameters classified individual patients as having migraine versus persistent post-traumatic headache with good accuracy. The most important clinical measures that contributed to the classification accuracy included questions on mood. Regional brain structures and fibertracts that play roles in pain processing and pain integration were important brain features that contributed to the classification accuracy. The lower classification accuracy for patients with persistent post-traumatic headache compared to migraine may be related to greater heterogeneity of patients in the persistent post-traumatic headache cohort regarding their traumatic brain injury mechanisms, and physical, emotional, and cognitive symptoms.
Impact of abuse on migraine‐related sensory hypersensitivity symptoms: Results from the American Registry for Migraine Research
Trivedi, Meesha , Dumkrieger, Gina , Chong, Catherine D. , Dodick, David W. , Schwedt, Todd J. , Dodick, David W , Schwedt, Todd J , Dumkrieger, Gina , Chong, Catherine D

Headache: The Journal of Head and Face Pain | March 29, 2021 | Volume: 61 | Issue: 5 | Pages: 740-754

10.1111/head.14100 Get It

Abstract Background and Objectives Prior studies have established an association between a history of abuse and the development of migraine. This cross‐sectional observational study explored the relationship between self‐reported abuse history with migraine‐related sensory hypersensitivity symptoms. Methods In total, 588 adult patients with migraine from the American Registry for Migraine Research completed questionnaires: Generalized Anxiety Disorder‐7, Patient Health Questionnaire‐2 for depression, Photosensitivity Assessment Questionnaire, Hyperacusis Questionnaire, and Allodynia Symptom Checklist. Using four binary screening questions, patients were asked to self‐report if they believed they had suffered emotional, physical, or sexual abuse in their lifetime. Differences in questionnaire scores between groups with and without a history of abuse were determined. Regression models adjusted for age, sex, and basic headache features analyzed the relationship between abuse history and sensory hypersensitivity symptoms. Moderation analysis explored the role of headache frequency in this relationship. Mediation analysis assessed the indirect (Mediated) effect (IE) of abuse on sensory hypersensitivity through depression or anxiety. Additional models analyzed relationships between sensory hypersensitivity symptoms and abuse subtypes or the number of abuse subtypes. Results Of 588 participants, 222 (38%) reported a history of abuse. Patients with a history of abuse reported statistically significantly greater average headache frequency (7.6 vs. 4.7 days, p = 0.030). Patients with a history of abuse also reported higher average or median questionnaire scores: anxiety (7.6 vs. 4.7, p < 0.001, d = 0.56), depression (1.7 vs. 1.3, p = 0.009, d = 0.24), photophobia (0.54 vs. 0.44, p < 0.001, d = 0.32), hyperacusis (19.6 vs. 14.9, p < 0.001, d = 0.49), ictal allodynia (6.0 vs. 3.0, p < 0.001, d = 0.46), and interictal allodynia (1.0 vs. 0.0, p < 0.001, d = 0.30). After controlling for patient age, sex and years lived with headache, abuse maintained a significant association with every sensory hypersensitivity measure. Headache frequency significantly moderated the relationship between a history of abuse with increased ictal allodynia ( p = 0.036). Anxiety significantly mediated the relationships between abuse with photophobia (IE = 0.03, 95% CI = 0.01–0.04), hyperacusis (IE = 1.51, 95% CI = 0.91–2.24), ictal allodynia (IE = 0.02, 95% CI = 0.01–0.04), and interictal allodynia (IE = 0.02, 95% CI = 0.01–0.06). Depression significantly mediated the relationship between abuse with photophobia (IE = 0.02, 95% CI = 0.01–0.03) and with hyperacusis (IE = 0.45, 95% CI = 0.11–0.88). The association between the individual subtypes of abuse and the number of subtypes of abuse with sensory hypersensitivity symptoms varied. Conclusion A history of abuse is associated with greater migraine‐related sensory hypersensitivity symptoms. To reduce the impact of abuse on migraine symptoms, future studies should explore mechanistic connections between abuse and migraine‐associated symptoms.
Headache Characteristics and Psychological Factors Associated with Functional Impairment in Individuals with Persistent Posttraumatic Headache
Peña, Austin, Ross, Katherine , Dumkrieger, Gina , Berisha, Visar , Chong, Catherine D. , Schwedt, Todd J.

Pain Medicine | October 22, 2020 | Volume: 22 | Issue: 3 | Pages: 670-676

10.1093/pm/pnaa405 Get It

Abstract Objective Persistent posttraumatic headache (PPTH), one of the most common symptoms following mild traumatic brain injury, is often associated with substantial functional disability. The objective of this study was to assess the contribution of demographics, headache characteristics, and psychological symptoms to disability associated with PPTH. Methods Participants completed the State-Trait Anxiety Inventory (STAI), the Beck Depression Inventory (BDI), the Pain Catastrophizing Scale (PCS), and the Migraine Disability Assessment (MIDAS) questionnaire. Two linear regression models were formulated to interrogate the relationships between 1) demographics and headache characteristics with the MIDAS questionnaire and 2) demographics, headache characteristics, and psychological symptoms with the MIDAS questionnaire. A two-way stepwise regression using the Akaike information criterion was performed to find a parsimonious model describing the relationships between demographics, headache characteristics, and psychological measures with the MIDAS questionnaire. Results Participants included 58 patients with PPTH and 39 healthy controls (HCs). The median MIDAS score among those with PPTH was 48.0 (first quartile [1Q] = 20.0, third quartile [3Q] = 92.0), indicative of severe disability. Compared with the HCs, those with PPTH had higher scores on the BDI, STAI, and PCS. Older age predicted lower MIDAS scores (age: B=–0.11, P&lt;0.01), whereas higher headache frequency, greater headache intensity, and higher trait anxiety scores predicted higher MIDAS scores in individuals with PPTH (headache frequency: B=0.07, P&lt;0.001; headache intensity: B=0.51, P=0.04; trait anxiety score: B=1.11, P=0.01). Conclusions Individuals with PPTH had substantial psychological symptoms and headache-related disability. Disability was partially explained by age, headache frequency and intensity, and trait anxiety. Holistic management of patients with PPTH to address headaches and psychological symptoms might reduce headache-associated disability.
Sensory hypersensitivities in those with persistent post-traumatic headache versus migraine
Hanna, Jeffery, Chong, Catherine D. , Dumkrieger, Gina , Ross, Katherine , Dumkrieger, Gina , Chong, Catherine D , Schwedt, Todd J.

Cephalalgia Reports | September 9, 2020 | Volume: 3 | Issue: No issue available | Pages: No page available

10.1177/2515816320942191 Get It

Background and Objective: Symptoms of persistent post-traumatic headache (PPTH) most often resemble those of migraine, including the presence of photo-, phono-, and cutaneous hypersensitivities. The severity of these hypersensitivity symptoms in those with PPTH compared to those with migraine has yet to be fully elucidated. The objective of this study was to compare symptoms of sensory hypersensitivities between PPTH, migraine, and healthy controls (HCs). Further defining characteristics of PPTH and its similarities to migraine might assist with developing future diagnostic criteria for PPTH and provide insights into PPTH mechanisms. Methods: This analysis included 56 individuals with PPTH attributed to mild traumatic brain injury, 30 with migraine, and 36 HCs. To assess sensory hypersensitivities, all subjects completed the Allodynia Symptom Checklist-12, the Photosensitivity Assessment Questionnaire, and the Hyperacusis Questionnaire. Differences among groups were assessed using Fisher’s exact test, Kruskal–Wallis, or Mann–Whitney U test. Results: PPTH and migraine groups had greater severity of cutaneous, photo-, and phono-hypersensitivity symptoms compared to HCs. There were no statistically significant differences between the PPTH and migraine groups for cutaneous allodynia (median [first quartile, third quartile]; PPTH: 4.0 [2.0, 7.0]; migraine: 5.0 [3.0, 8.0]; p = 0.54) or photosensitivity severity (PPTH: 5.0 [2.0, 7.0]; migraine: 5.0 [2.0, 6.0]; p = 0.53). Those with PPTH had higher hyperacusis scores compared to those with migraine (PPTH: 23.0 [17.0, 31.0]; migraine: 13.5 [9.0, 24.0]; p = 0.001). Conclusion: Sensory hypersensitivity symptoms among individuals with PPTH are at least as severe as those experienced by people with migraine. Results further confirm symptom similarities between PPTH and migraine and could suggest that PPTH and migraine have a partially shared underlying pathophysiology.
Impact of Depression and Anxiety Symptoms on Patient‐Reported Outcomes in Patients With Migraine: Results From the American Registry for Migraine Research (ARMR)
Pearl, Talia A. , Dumkrieger, Gina , Schwedt, Todd J. , Schwedt, Todd J , Dumkrieger, Gina , Chong, Catherine D. , Dodick, David W.

Headache: The Journal of Head and Face Pain | August 4, 2020 | Volume: 60 | Issue: 9 | Pages: 1910-1919

10.1111/head.13911 Get It

Background and Objectives The association between migraine, depression, and anxiety has been established, but the impact of these psychiatric comorbidities on functional impairment in people with migraine has been under‐investigated. The purpose of this cross‐sectional observational study was to investigate the relationship between anxiety and depression symptoms on migraine‐related disability, pain interference, work interference, and career success in a cohort of patients with migraine. Methods This analysis included 567 migraine patients who had been enrolled into the American Registry for Migraine Research (ARMR) between February 2016 and June 2019. Patients completed the Generalized Anxiety Disorder‐7 (GAD‐7) and Patient Health Questionnaire‐2 (PHQ‐2) to measure symptoms of anxiety and depression, respectively. Patients completed the Migraine Disability Assessment Scale (MIDAS), Pain Interference (PROMIS pain short) questionnaire, and Work Productivity and Activity Interference (WPAI) questionnaire to measure levels of functional impairment at work and in daily activities. In addition, patients answered questions designed for ARMR regarding education and career interference. Models were created to describe the relationship between severity of psychiatric symptoms (anxiety and depression), and each outcome of interest (WPAI, MIDAS, pain interference, reporting that migraine had interfered with career success). Each model was controlled for age, sex, headache frequency, years with migraine, and average headache intensity. Results Among the 567 patients with migraine, mean (SD) age was 47.1 (13.7), 87.3% were female, and average headache frequency was 19.1 (9.3) days/month. PHQ‐2 scores were positively associated with scores on MIDAS ( b = 0.06, SE = 0.01, P ≤ .001), pain interference ( b = 1.4, SE = 0.2, P < .001), and WPAI including absenteeism ( b = 0.16, SE = 0.04, P = .007), presenteeism ( b = 2.7, SE = 1.1, P = .012), overall work productivity impairment ( b = 3.7, SE = 1.2, P = .001), and activity impairment ( b = 3.0, SE = 1.2, P = .009). PHQ‐2 scores were also associated with reporting that migraine interfered with career success ( b = 0.34, SE = 0.08, P ≤ .001). GAD‐7 scores were not associated with MIDAS, pain interference, WPAI, or reduced career success. Conclusions Severity of depression symptoms in patients with migraine is associated with migraine‐related disability, work interference, pain interference, and reduced career success. Patients with more severe symptoms of depression are more likely to have greater functional impairment. A management approach that addresses depression in those with migraine may lead to improvements in patient functioning.
A novel hierarchically-structured factor mixture model for cluster discovery from multi-modality data
Si, Bing , Chong, Catherine D. , Jing, Li , Chong, Catherine D , Schwedt, Todd J. , Wu, Teresa , Si, Bing

IISE Transactions | August 3, 2020 | Volume: 53 | Issue: 7 | Pages: 799-811

10.1080/24725854.2020.1800149 Get It

Clinical Correlates of Insomnia in Patients with Persistent Post-Traumatic Headache Compared with Migraine
Kim, Soo-Kyoung , Chong, Catherine D. , Dumkrieger, Gina , Ross, Katherine , Schwedt, Todd J. , Schwedt, Todd J , Dumkrieger, Gina , Chong, Catherine D , Berisha, Visar

No container title available | April 2, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.2.21982/v2 Get It

Abstract Background Close associations between insomnia with other clinical factors have been identified in migraine, but there have been few studies investigating associations between insomnia and clinical factors in patients with persistent post-traumatic headache (PPTH). The study objective was to contrast the severity of insomnia symptoms in PPTH, migraine, and healthy controls, and to identify factors associated with insomnia in patients with PPTH vs. migraine. Methods In this cross-sectional cohort study, 57 individuals with PPTH attributed to mild traumatic brain injury, 39 with migraine, and 39 healthy controls were included. Participants completed a detailed headache characteristics questionnaire, the Migraine Disability Assessment Scale (MIDAS), Insomnia Severity Index (ISI), Hyperacusis Questionnaire (HQ), Allodynia Symptom Checklist, Photosensitivity Assessment Questionnaire, Beck Depression Inventory (BDI), State-Trait Anxiety Inventory, Post-Traumatic Stress Disorder (PTSD) checklist, Ray Auditory Verbal Learning Test, and the Trail Making Test A and B to assess headache characteristics, disability, insomnia symptoms, sensory hypersensitivities, and neuropsychological factors. Fisher’s test and one-way ANOVA or Tukey’s Honest Significant Difference were used to assess group differences of categorical and continuous data. Stepwise linear regression analyses were conducted to identify clinical variables associated with insomnia symptoms. Results Those with PPTH had significantly higher ISI scores (16.7 ± 6.6) compared to migraine patients (11.3 ± 6.4) and healthy controls (4.1 ± 4.8) ( p < 0.001). For those with PPTH, insomnia severity was most strongly correlated with the BDI (Spearman's rho ( Common.EditSubmissionSteps.Transform.EquationText ) = 0.634, p < 0.01), followed by Trait Anxiety ( Common.EditSubmissionSteps.Transform.EquationText = 0.522, p < 0.01), PTSD ( Common.EditSubmissionSteps.Transform.EquationText = 0.505, p < 0.01), HQ ( Common.EditSubmissionSteps.Transform.EquationText = 0.469, p < 0.01), State Anxiety ( Common.EditSubmissionSteps.Transform.EquationText = 0.437, p < 0.01), and MIDAS scores ( Common.EditSubmissionSteps.Transform.EquationText = 0.364, p < 0.01). According to linear regression models, BDI, headache intensity, and hyperacusis scores were significantly positively associated with insomnia severity in those with PPTH, while only delayed memory recall was negatively associated with insomnia severity in those with migraine. Conclusions Insomnia symptoms were more severe in those with PPTH compared to migraine and healthy control cohorts. Depression, headache intensity, and hyperacusis were associated with insomnia in individuals with PPTH. Future studies should determine the bidirectional impact of treating insomnia and its associated symptoms.
Clinical Correlates of Insomnia in Patients with Persistent Post-Traumatic Headache Compared with Migraine
Kim, Soo-Kyoung , Chong, Catherine D. , Ross, Katherine , Schwedt, Todd J. , Schwedt, Todd J , Chong, Catherine D , Dumkrieger, Gina , Berisha, Visar

No container title available | January 28, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.2.21982/v1 Get It

Abstract Background: Close associations between insomnia with other clinical factors have been identified in migraine, but there have been few studies investigating associations between insomnia and clinical factors in patients with persistent post-traumatic headache (PPTH). The study objective was to contrast the severity of insomnia symptoms in PPTH, migraine, and healthy controls, and to identify factors associated with insomnia in patients with PPTH vs. migraine. Methods: In this cross-sectional cohort study, 57 individuals with PPTH attributed to mild traumatic brain injury, 39 with migraine, and 39 healthy controls were included. Participants completed a detailed headache characteristics questionnaire, the Migraine Disability Assessment Scale (MIDAS), Insomnia Severity Index (ISI), Hyperacusis Questionnaire (HQ), Allodynia Symptom Checklist, Photosensitivity Assessment Questionnaire, Beck Depression Inventory (BDI), State-Trait Anxiety Inventory, Post-Traumatic Stress Disorder (PTSD) checklist, Ray Auditory Verbal Learning Test, and the Trail Making Test A and B to assess headache characteristics, disability, insomnia symptoms, sensory hypersensitivities, and neuropsychological factors. Fisher’s test and one-way ANOVA were used to assess group differences of categorical and continuous data. Stepwise logistic regression analyses were conducted to identify clinical variables associated with insomnia symptoms. Results: Those with PPTH had significantly higher ISI scores (16.72 ± 6.58) compared to migraine patients (11.28 ± 6.42) and healthy controls (4.05 ± 4.80) (p < 0.001). For those with PPTH, insomnia severity was most strongly correlated with the BDI (Spearman's rho (ρ) = 0.634, p < 0.01), followed by Trait Anxiety (ρ = 0.522, p < 0.01), PTSD (ρ = 0.505, p < 0.01), HQ (ρ = 0.469, p < 0.01), State Anxiety (ρ = 0.437, p < 0.01), and MIDAS scores (ρ = 0.364, p < 0.01). According to linear regression models, BDI, headache intensity, and hyperacusis scores were significantly positively associated with insomnia severity in those with PPTH, while only delayed memory recall was negatively associated with insomnia severity in those with migraine. Conclusions: Insomnia symptoms were more severe in those with PPTH compared to migraine and healthy control cohorts. Depression, headache intensity, and hyperacusis were associated with insomnia in individuals with PPTH. Future studies should determine the bidirectional impact of treating insomnia and its associated symptoms.
Altered Hypothalamic Region Covariance in Migraine and Cluster Headache: A Structural MRI Study
Chong, Catherine D. , Aguilar, María , Schwedt, Todd J. , Chong, Catherine D , Aguilar, Maria

Headache: The Journal of Head and Face Pain | January 22, 2020 | Volume: 60 | Issue: 3 | Pages: 553-563

10.1111/head.13742 Get It

Objectives The hypothalamus plays a key role in both migraine and cluster headache (CH). As brain region‐to‐region structural correlations are believed to reflect structural and functional brain connectivity patterns, we assessed the structural covariance patterns between the volume of the hypothalamic region and vertex‐by‐vertex measurements of cortical thickness in patients with migraine and in those with CH relative to healthy controls (HC). Methods T1‐weighted images were acquired on a 3T MRI scanner for a total of 59 subjects including 18 patients with CH (age: mean = 43.8, SD = 12.4), 19 with migraine (age: mean = 40.1, SD = 12.2), and 22 HCs (age: mean = 39.1, SD = 8.2). Imaging was collected between attacks (migraineurs) and during out‐of‐bout phases (CH). Data were post‐processed using FreeSurfer version 6.0 and within‐group correlations between hypothalamic region volume with cortical thickness were explored using a whole‐brain vertex‐wise linear model approach. Between‐group differences in correlation slopes between hypothalamic region volume and vertex‐by‐vertex measurements of cortical thickness were interrogated using post‐hoc comparisons. Results There were no significant between‐group differences (migraine vs CH; migraine vs HC; or CH vs HC) for age, sex, total brain volume or volume of the left or right hypothalamic region. For each group, there were significant positive correlations ( P < .01) between right and left hypothalamic region volumes with cortical thickness measurements. HC had significant positive correlations between hypothalamic region volume and cortical thickness over large portions of the superior and rostral medial frontal, orbitofrontal cortex and rostral anterior cingulate, and smaller clusters in the superior and middle temporal, posterior cingulate, fusiform, and precentral cortex. Post‐hoc analysis showed significant differences in covariance patterns in those with migraine and CH relative to HC, with both migraine patients and CH having weaker structural covariance of hypothalamic region volume with frontal and temporal cortical thickness. Conclusion Recent evidence suggests hypothalamic region connectivity to frontal and temporal areas to be relevant for regulating pain perception. Thus, the diminished structural covariance in migraineurs and CH might suggest abnormal functioning of the pain control circuitry and contribute to mechanisms underlying central sensitization and chronification of pain.
Sensory Hypersensitivity Symptoms in Migraine With vs Without Aura: Results From the American Registry for Migraine Research
Pearl, Talia A. , Dumkrieger, Gina , Chong, Catherine D. , Schwedt, Todd J. , Dumkrieger, Gina , Chong, Catherine D , Dodick, David W.

Headache: The Journal of Head and Face Pain | January 22, 2020 | Volume: 60 | Issue: 3 | Pages: 506-514

10.1111/head.13745 Get It

Background and Objectives Migraine with aura (MwA) is associated with increased brain hyper‐responsiveness to visual stimuli and increased visual network connectivity relative to migraine without aura (MwoA). Despite this, prior studies have provided conflicting results regarding whether MwA is associated with higher photophobia symptom scores compared to MwoA. The relationships between MwA and other types of sensory hypersensitivity, such as phonophobia and cutaneous allodynia (CA), have not been previously investigated. The purpose of this cross‐sectional observational study was to investigate whether MwA is associated with greater symptoms of photophobia, phonophobia, and CA compared to MwoA. Methods This analysis included 321 migraine patients (146 MwA; 175 MwoA) who had been enrolled into the American Registry for Migraine Research. The diagnosis of either MwoA or MwA was determined by headache specialists using ICHD diagnostic criteria. Patients completed the Photosensitivity Assessment Questionnaire, the Hyperacusis Questionnaire, and the Allodynia Symptom Checklist. Mean or median values were compared between groups. Regression models were created to analyze the relationship between MwA with photophobia scores, hyperacusis scores, and the presence of interictal CA. Results Those with MwA had higher mean photophobia scores than those with MwoA (4.1 vs 3.0, P = .0003). MwA was positively associated with photophobia symptom severity ( B = 0.50 [SE = 0.14], P = .0003), after controlling for age, patient sex, and headache frequency. Aura was not associated with hyperacusis symptom severity ( B = 0.07 [SE = 0.08], P = .346) or the presence of interictal CA (OR 1.33 [95% CI 0.70‐2.53], P = .381). Conclusion MwA is associated with higher photophobia symptom scores compared to MwoA. Aura is not associated with greater hyperacusis or interictal allodynia scores. These findings complement prior imaging and neurophysiologic studies that demonstrated MwA to be associated with hyper‐responsiveness of brain visual processing regions. The findings suggest that MwA is associated specifically with visual hypersensitivity, as opposed to being associated with a general hypersensitivity to multiple types of sensory stimuli.