ArticleThe journal of headache and pain2022
Gradually shifting clinical phenomics in migraine spectrum: a cross-sectional, multicenter study of 5438 patients.
Article in The journal of headache and pain, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.
- 'Man vs. Machine: can ML algorithms diagnose headaches as accurately as clinicians? A systematic review.'Journal of neurology · 2026Pooled it
- Abnormal imaging features of episodic cluster headache and episodic migraine: a multimodal 7T MRI study.The journal of headache and pain · 2026Article
- Acupuncture Upregulates hsa-miR-550a-3-5p Targeting PECAM1 To Reduce Transendothelial Migration of Inflammatory Cells and Alleviate Migraine.Journal of molecular neuroscience : MN · 2025Article
- Clinical characteristics and short-term outcomes of migraine with patent foramen ovale: a comparative study.European journal of medical research · 2025Article
- Analysis of the relationships between the degree of migraine with right-to-left shunts and changes in white matter lesions and brain structural volume.Scientific reports · 2025Article
- Bioinformatic Analysis from a Descriptive Profile of miRNAs in Chronic Migraine.International journal of molecular sciences · 2024Article
- First real-world study on the effectiveness and tolerability of rimegepant for acute migraine therapy in Chinese patients.The journal of headache and pain · 2024Article
- Verification of a clinical decision support system for the diagnosis of headache disorders based on patient-computer interactions: a multi-center study.The journal of headache and pain · 2023Article
- Clinical profile of headache attributed to anxiety and depressive disorders: an observational study.Frontiers in neurologyArticle
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Authors and funding
26 authors at 9 institutions in 1 country.
Funding
Abstract
backgroundThe aim of the study was to investigate whether MwoA and MwA are different manifestations of a single disease, distinct clinical entities, or located at two poles of a spectrum.
methodsIn this cross-sectional study, 5438 patients from 10 hospitals in China were included: 4651 were diagnosed with migraine without aura (MwoA) and 787 with migraine with aura (MwA). We used a validated standardized electronic survey to collect multidimensional data on headache characteristics and evaluated the similarities and differences between migraine subtypes. To distinguish migraine subtypes, we employed correlational analysis, factor analysis of mixed data (FAMD), and decision tree analysis.
resultsCompared to MwA, MwoA had more severe headaches, predominantly affected females, were more easily produced by external factors, and were more likely to have accompanying symptoms and premonitory neck stiffness. Patients with MwA are heterogeneous, according to correlation analysis; FAMD divided the subjects into three clear clusters. The majority of the differences between MwoA and MwA were likewise seen when typical aura with migraine headache (AWM) and typical aura with non-migraine headache (AWNM) were compared. Furthermore, decision trees analysis revealed that the chaotic MwA data reduced the decision tree's accuracy in distinguishing MwoA from MwA, which was significantly increased by splitting MwA into AWM and AWNM.
conclusionsThe clinical phenomics of headache phenotype varies gradually from MwoA to AWM and AWNM, and AWM is a mid-state between MwoA and AWNM. We tend to regard migraine as a spectrum disorder, and speculate that different migraine subtypes have different "predominant regions" that generate attacks.
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