Christina L. Szperka

University of Pennsylvania
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Articles (10)

Year:

2023

Objective To determine the underlying relationships between a broad range of headache-associated symptoms and how they relate to headache burden. Background Symptoms associated with head pain inform classification of headache disorders. However, many headache-associated symptoms are not included in the diagnostic criteria, which is largely based on expert opinion. Large symptom databases can assess headache-associated symptoms irrespective of pre-existing diagnostic categories. Methods We conducted a large single-center cross-sectional study on youth (6–17 years old) assessing patient-reported outpatient headache questionnaires between June 2017 and February 2022. Multiple correspondence analysis, an exploratory factor analysis, was applied to 13 headache-associated symptoms. Results 6662 participants (64% female; median age 13.6 years) were included. Multiple correspondence analysis dimension 1 (25.4% of the variance) captured the absence or abundance of headache-associated symptoms. A greater number of headache-associated symptoms correlated with greater headache burden. Dimension 2 (11.0% of the variance) revealed three symptom clusters: (1) cardinal features of migraine (light, sound, and smell sensitivity, nausea, and vomiting), (2) nonspecific global neurologic dysfunction symptoms (lightheadedness, trouble thinking, blurry vision), (3) vestibular and brainstem dysfunction symptoms (vertigo, balance problems, ear ringing, double vision). Conclusion Assessing a broader range of headache-associated symptoms reveals clustering of symptomatology and a strong relationship with headache burden.

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2023

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2023

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2023

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2022

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2022

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2021

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2021

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2021

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2021

Collaborators (7)

Christoph Hornik

Asssociate Professor

Duke University

UNITED STATES
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Olivia Begasse de Dhaem

Assistant Professor of Neurology

University of Connecticut

UNITED STATES
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Bryce Reeve

Professor

Duke University School of Medicine

UNITED STATES
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Samantha Irwin

Associate Professor

University of Texas at Austin

UNITED STATES
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Carlyn Patterson Gentile

Assistant Professor

University of Pennsylvania Perelman School of Medicine

UNITED STATES
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Faisal Mohammad Amin

Associate Professor

University of Copenhagen

DENMARK
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Stephen Silberstein

Prof

Thomas Jefferson University

UNITED STATES
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