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ArticleClinical rheumatology2026

Unveiling dry eye with autoimmune features (DEAF): insights from a prospective longitudinal study.

Hao Li, Qin Zhang, Zhongcheng Shen, Yuqing Zeng, Fangting Li, Mingwei Zhao, Yaobin Cheng, Bo Huang, Gong Cheng, Yuebo Jin and 1 more

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Article in Clinical rheumatology, 2026. 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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1 · What the graph read from it

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Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Hao Li *Department of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China.
Qin Zhang *Department of Ophthalmology, Peking University People's Hospital, Beijing, China.
Zhongcheng Shen *Department of Ophthalmology, Institute of Geriatric Medicine, Beijing Hospital, National Center of Gerontology, Beijing, China.
Yuqing ZengDepartment of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China.
Fangting LiDepartment of Ophthalmology, Peking University People's Hospital, Beijing, China.
Mingwei ZhaoDepartment of Ophthalmology, Peking University People's Hospital, Beijing, China.
Yaobin ChengDepartment of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China.
Bo HuangDepartment of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China.
Gong ChengDepartment of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China.
Yuebo JinDepartment of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China. xianglifuer@163.com.
Jing HeDepartment of Rheumatology and Immunology, Peking University People's Hospital, No. 11 Xizhimen South Street, Beijing, 100044, China. hejing1105@126.com.ORCID http://orcid.org/0000-0003-3904-8928

Funding

Peking University People's Hospital No. RDZH2022-03
6 · The paper itself

Abstract

backgroundDry eye is a prevalent condition that commonly occurs with autoimmune diseases such as Sjögren's disease (SjD). However, some individuals with dry eye were observed to display unique features suggesting an underlying autoimmune process while failing to meet the criteria for a definitive diagnosis of any connective tissue diseases (CTDs). This study aims to describe and propose a novel concept "dry eye with autoimmune features (DEAF)" to define these patients, whose status might suggest a pre-stage of SjD or another unidentified autoimmune condition.

methodsWe conducted a prospective longitudinal study in the ophthalmology clinic by continuously collecting patients with dry eye. The patients' medical history was reviewed, and the ocular examinations and extensive serology tests were conducted. In the discovery cohort, patients were randomized and clustered automatically into three groups through heatmap, PCA, and PLS-DA analysis. We defined the groups as healthy controls with dry eye symptoms (dry eye) group, dry eye patients with autoimmune features (DEAF) group, and Sjögren's disease (SjD) group according to their different characteristics. Based on the summarized characteristics, a validation cohort was subsequently extended. We analyzed clinical and serological parameters and followed up DEAF patients for 3 years to monitor the development of any new onset of CTD.

resultsIn the discovery cohort of 33 dry eye patients, the heatmap, PCA, and PLS-DA clustering revealed distinct features among the three groups. In the validation cohort of 59 patients, 12 were classified into the dry eye group, 28 were in the DEAF group, and 19 were in the SjD group. DEAF patients showed higher DEQ-5 and SPEED scores but lower IgG levels compared to SjD. Total OSS score was observed with no difference among the three groups, while nasal OSS level was higher than temporal conjunctive in the DEAF and SjD groups. DEAF patients showed a trend toward lower total lymphocyte and CD4

conclusionThis study unveiled DEAF patients with significant distinctions in clinical features and serological markers. DEAF may constitute a distinct phase or entity within the autoimmune spectrum, underscoring the intricate nature of autoimmune pathogenesis. Besides, this revelation may bridge the gap between idiopathic dry eye and CTDs. However, these findings are limited to one Chinese cohort, which necessitate multiethnic validation. Keypoints • Patients with dry eye with autoimmune features (DEAF) have significant distinctions in clinical features and serological markers, compared to simple dry eye and Sjögren's disease patients. • DEAF patients may have a higher likelihood of developing connective tissue diseases (CTDs) in the future. • The proposition of DEAF could benefit dry eye patients who have underlying autoimmune disorders in terms of early diagnosis and treatment.

Indexed as

Autoimmune DiseasesDry Eye SyndromesSjogren's SyndromeAdultAgedAutoantibodiesFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesAutoantibodiesAutoimmune featuresConnective tissue diseaseDry eyeSjögren’s disease

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.