{"title":"Symptom-based stratification of heterogeneous symptoms of dry eye disease in patients with Sjögren's syndrome.","authors":"Momona Tamagawa, Ken Nagino, Jaemyoung Sung, Akie Midorikawa-Inomata, Atsuko Eguchi, Yuki Morooka, Tianxiang Huang, Shintaro Nakao, Takenori Inomata","doi":"10.1038/s41433-025-03880-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>We aimed to use symptom-based stratification to identify the subtype-specific pathophysiology of dry eye disease (DED) in Sjögren's syndrome (SS).</p><p><strong>Methods: </strong>We retrospectively enrolled patients with SS who visited Juntendo University Hospital between October 2017 and July 2023 and were diagnosed with DED (2016 Asia Dry Eye Society guideline). The DED subtype and pathophysiology were classified under five distinct tear film breakup patterns: area, line, spot, dimple, and random breaks. Based on responses to the Japanese version of the Ocular Surface Disease Index (J-OSDI), spectral clustering was used to stratify participants; inter-cluster comparison of J-OSDI total scores and key DED-related objective findings was undertaken.</p><p><strong>Results: </strong>Among the 239 participants, DED prevalence was the highest in Cluster 3 (98.2%), followed by clusters 2 (83.4%) and 1 (4.1%). J-OSDI total scores were the highest in Cluster 3 (64.6 points) and lowest in Cluster 1 (2.1 points) (P < 0.001). Prevalence of line and area breaks (aqueous-deficient type) was highest in Cluster 1 (81.6%) whereas dimple and spot breaks (decreased-wettability type) were most prevalent in Cluster 2 (21.0%). Random breaks (increased evaporation) were observed most frequently in Cluster 1 (8.2%). Median MBI was shortest in Cluster 3 (7.1 s), followed by Cluster 2 (8.6 s) (P = 0.003). The median serum anti-SS-A/Ro concentration was highest in Cluster 3 (32.0 U/mL; P = 0.018). Cluster 2 showed a notable discrepancy between subjective symptoms and CFS scores.</p><p><strong>Conclusions: </strong>Using symptom-based DED severity of SS, we successfully stratified patients into three clusters to potentially facilitate type-customised interventions to improve treatment efficacy.</p>","PeriodicalId":12125,"journal":{"name":"Eye","volume":" ","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eye","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41433-025-03880-5","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: We aimed to use symptom-based stratification to identify the subtype-specific pathophysiology of dry eye disease (DED) in Sjögren's syndrome (SS).
Methods: We retrospectively enrolled patients with SS who visited Juntendo University Hospital between October 2017 and July 2023 and were diagnosed with DED (2016 Asia Dry Eye Society guideline). The DED subtype and pathophysiology were classified under five distinct tear film breakup patterns: area, line, spot, dimple, and random breaks. Based on responses to the Japanese version of the Ocular Surface Disease Index (J-OSDI), spectral clustering was used to stratify participants; inter-cluster comparison of J-OSDI total scores and key DED-related objective findings was undertaken.
Results: Among the 239 participants, DED prevalence was the highest in Cluster 3 (98.2%), followed by clusters 2 (83.4%) and 1 (4.1%). J-OSDI total scores were the highest in Cluster 3 (64.6 points) and lowest in Cluster 1 (2.1 points) (P < 0.001). Prevalence of line and area breaks (aqueous-deficient type) was highest in Cluster 1 (81.6%) whereas dimple and spot breaks (decreased-wettability type) were most prevalent in Cluster 2 (21.0%). Random breaks (increased evaporation) were observed most frequently in Cluster 1 (8.2%). Median MBI was shortest in Cluster 3 (7.1 s), followed by Cluster 2 (8.6 s) (P = 0.003). The median serum anti-SS-A/Ro concentration was highest in Cluster 3 (32.0 U/mL; P = 0.018). Cluster 2 showed a notable discrepancy between subjective symptoms and CFS scores.
Conclusions: Using symptom-based DED severity of SS, we successfully stratified patients into three clusters to potentially facilitate type-customised interventions to improve treatment efficacy.
期刊介绍:
Eye seeks to provide the international practising ophthalmologist with high quality articles, of academic rigour, on the latest global clinical and laboratory based research. Its core aim is to advance the science and practice of ophthalmology with the latest clinical- and scientific-based research. Whilst principally aimed at the practising clinician, the journal contains material of interest to a wider readership including optometrists, orthoptists, other health care professionals and research workers in all aspects of the field of visual science worldwide. Eye is the official journal of The Royal College of Ophthalmologists.
Eye encourages the submission of original articles covering all aspects of ophthalmology including: external eye disease; oculo-plastic surgery; orbital and lacrimal disease; ocular surface and corneal disorders; paediatric ophthalmology and strabismus; glaucoma; medical and surgical retina; neuro-ophthalmology; cataract and refractive surgery; ocular oncology; ophthalmic pathology; ophthalmic genetics.