Inter-eye association of visual field defects in glaucoma and its clinical utility

Bettina Teng, Dian Li, Eun Young Choi, Lucy Q. Shen, Louis R. Pasquale, Michael V. Boland, Pradeep Ramulu, Sarah R. Wellik, Carlos Gustavo De Moraes, Jonathan S. Myers, Siamak Yousefi, Thao Nguyen, Yuying Fan, Hui Wang, Peter J. Bex, Tobias Elze, Mengyu Wang

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: To investigate intereye associations of visual field (VF) defects. Methods: We selected 24-2 VF pairs of both eyes from 63,604 patients tested on the same date with mean deviation (MD) ≥ −12 dB. VFs were decomposed into one normal and 15 defect patterns previously identified using archetypal analysis. VF pattern weighting coefficients were correlated between the worse and better eyes, as defined by MD. VF defect patterns (weighting coefficients > 10%) in the better eye were predicted from weighting coefficients of the worse eye by logistic regression models, which were evaluated by area under the receiver operating characteristic curve (AUC). Results: Intereye correlations of archetypal VF patterns were strongest for the same defect pattern between fellow eyes. The AUCs for predicting the presence of 15 defect patterns in the better eye based on the worse eye ranged from 0.69 (superior nasal step) to 0.92 (near total loss). The AUC for predicting superior paracentral loss was 0.89. Superior paracentral loss in the better eye was positively correlated with coefficients of superior paracentral loss, central scotoma, superior altitudinal defect, nasal hemianopia, and inferior paracentral loss in the worse eye, and negatively correlated with coefficients of the normal VF, superior peripheral defect, concentric peripheral defect, and temporal wedge. The parameters are presented in the descending order of statistical significance. Conclusions: VF patterns of the worse eye are predictive of VF defects in the better eye. Translational Relevance: Our models can potentially assist clinicians to better interpret VF loss under measurement uncertainty.

Original languageEnglish (US)
Article number22
Pages (from-to)1-11
Number of pages11
JournalTranslational Vision Science and Technology
Volume9
Issue number12
DOIs
StatePublished - Nov 2020
Externally publishedYes

Keywords

  • Archetypal analysis
  • Inter-eye correlation
  • Visual field

ASJC Scopus subject areas

  • Biomedical Engineering
  • Ophthalmology

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