Related Experiment Video
Updated: Apr 14, 2026

Comparing Objective Conjunctival Hyperemia Grading and the Ocular Surface Disease Index Score in Dry Eye Syndrome During COVID-19
Published on: May 25, 2022
Cracking the Code: Which Ocular Symptoms Predict Dry Eye Signs? Insights From a Large International Sicca Registry
Pragnya R Donthineni1,2, Chloe Shields1,3,4, Rohit Muralidhar5
1Bascom Palmer Eye Institute, University of Miami, Miami, Florida.
Objective:
The study aimed to identify symptom-based predictors of dry eye disease (DED) signs in the Sjögren's International Collaborative Clinical Alliance (SICCA) cohort.
Methods:
We performed a retrospective analysis examining 16 ocular symptoms (most graded 0-4) and artificial tear (AT) use (graded 0-3) as predictors of DED signs (abnormal ocular surface staining [OSS] and Schirmer's test [ST], graded yes/no). Symptoms included descriptors of spontaneous and evoked pain, visual complaints, and other metrics (eg, redness). Logistic regressions were used for univariable and multivariable analyses, with OSS and ST as outcome variables. Hierarchical analyses were performed to identify symptom-based clusters.
Results:
The mean age of the population (n = 3,514) was 53 ± 13 years; 91% were female, 54% were White, and 44% met 2016 criteria for Sjögren disease. On multivariable analysis, OSS was positively related to AT use (odds ratio [OR] 1.51, 95% confidence interval [CI] 1.36-1.67), eye redness (OR 1.17, 95% CI 1.08-1.26), and blurred vision (OR 1.11, 95% CI 1.02-1.20). Similarly, eyes that felt dry, AT use, and blurred vision were positively related to ST. Cluster analysis revealed three groups with varied symptom burden (low, mild-moderate, and high). The mild-moderate cluster had higher frequencies of abnormal ocular signs and positive serologic test results (anti-SSA/Ro antibody, elevated IgG level) compared to the high symptom burden cluster.
Conclusion:
AT use and blurred vision were stronger indicators of ocular surface and tear film abnormalities than pain symptoms, and their presence merits an ophthalmology referral. Symptom-based clustering revealed varied symptom burden groups, likely driven by underlying neurotrophic and neuropathic mechanisms, highlighting heterogeneity within sicca presentations and the need to develop phenotype-based targeted therapies.
More Related Videos
07:36Clinical Application of Intense Pulsed Light Therapy and Radio Frequency for Treatment of Ocular Surface Diseases
Published on: July 3, 2025
08:13In Vivo Confocal Microscopy in the Diagnosis and Management of Dry Eye: A Focus on Imaging Protocols and Interpretation
Published on: November 11, 2025