- Natural Diagnostic Classes of Headache Disorders: Latent Class Analysis of a Population-Based Study
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Wonwoo Lee, Seok-Jae Heo, Jungyon Yum, Min Kyung Chu
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Headache Pain Res. 2026;27(1):30-42. Published online February 26, 2026
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DOI: https://doi.org/10.62087/hpr.2026.0004
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 Abstract
 PDF Supplementary Material
- Purpose: The International Classification of Headache Disorders, 3rd edition (ICHD-3), defines headache diagnoses based on combinations of clinical symptoms. Diagnostic overlap is common, and symptom variability complicates diagnostic classification. We evaluated natural classes of headache disorders using a statistical approach and compared these classes with ICHD-3 diagnostic categories.
Methods
Data from a nationwide, population-based web survey on headache and sleep conducted in South Korea (n=3,030) were analyzed. Participants who reported headache within the past year (n=1,938) were included. Latent class analysis was performed using categorical ICHD-3 diagnostic criteria to identify distinct classes. The characteristics of each class and the distribution of ICHD-3 primary headache diagnoses were examined.
Results
Nine classes were identified, comprising 626, 54, 248, 148, 187, 143, 79, 61, and 392 individuals. Three classes were tension-type headache (TTH)–like: Class 1 was male-dominant mild bilateral TTH, Class 8 represented classic, severe TTH, and Class 9 was mild unilateral TTH. Class 4 showed a typical migraine phenotype and contained most migraine cases. Classes 5 and 6 were dominated by probable migraine (PM) and differed mainly in sensory sensitivity and disability, which were higher in Class 6. Classes 2, 3, and 7 were categorized as “other headache.” Class 2 had the highest prevalence of medication-overuse headache (MOH), whereas Class 3 was characterized by mild headache with nausea. Class 7 showed a mixed-type profile with prominent photophobia. Severity and central sensitization markers were key classifiers.
Conclusion
Latent class analysis identified nine clinically distinct headache classes. PM was clearly distinct from both TTH and migraine. One subtype within the “other headache” class showed the highest MOH burden.
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