Evidence map›Paper›PMID 40481338›Full record

ArticleEye (London, England)2025

Symptom-based stratification of heterogeneous symptoms of dry eye disease in patients with Sjögren's syndrome.

Momona Tamagawa, Ken Nagino, Jaemyoung Sung, Akie Midorikawa-Inomata, Atsuko Eguchi, Yuki Morooka, Tianxiang Huang, Shintaro Nakao, Takenori Inomata

Abstract read
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Article in Eye (London, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Momona TamagawaData Science, juntendo University Graduate School of Medicine, Tokyo, Japan.
Ken NaginoDepartment of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan.ORCID http://orcid.org/0000-0002-0317-6074
Jaemyoung SungDepartment of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.
Akie Midorikawa-InomataDepartment of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan.
Atsuko EguchiDepartment of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan.
Yuki MorookaDepartment of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.
Tianxiang HuangDepartment of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.
Shintaro NakaoDepartment of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.ORCID http://orcid.org/0000-0003-4200-0052
Takenori InomataData Science, juntendo University Graduate School of Medicine, Tokyo, Japan. tinoma@juntendo.ac.jp.ORCID http://orcid.org/0000-0003-3435-1055

Funding

Japan Agency for Medical Research and Development (AMED) 24hma322004s0803MEXT | Japan Science and Technology Agency (JST) JPMJFR234IMEXT | Japan Society for the Promotion of Science (JSPS) 23K16364MEXT | Japan Society for the Promotion of Science (JSPS) 23K18406MEXT | Japan Society for the Promotion of Science (JSPS) 24K19796MEXT | Japan Society for the Promotion of Science (JSPS) 25K20553
6 · The paper itself

Abstract

objectiveWe aimed to use symptom-based stratification to identify the subtype-specific pathophysiology of dry eye disease (DED) in Sjögren's syndrome (SS).

methodsWe 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.

resultsAmong 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.

conclusionsUsing symptom-based DED severity of SS, we successfully stratified patients into three clusters to potentially facilitate type-customised interventions to improve treatment efficacy.

Indexed as

Dry Eye SyndromesSjogren's SyndromeTearsAdultAgedFemaleHumansJapanMaleMiddle AgedPrevalenceRetrospective StudiesSeverity of Illness Index

Identifiers

PMID40481338
PMCPMC12325971

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