Glaucoma Rose Plot Analysis: Detecting Early Structural Progression Using Angular Histograms

PURPOSE

To evaluate the novel Rose Plot Analysis (RPA) in the analysis and presentation of glaucoma structural progression data.

DESIGN

Case-control image analysis study using retrospective retinal imaging series.

SUBJECTS

Subjects with open-angle glaucoma with at least 5 registered spectral-domain OCT scans.

METHODS

Glaucoma RPA was developed, combining a novel application of angular histograms and dynamic cluster analysis of circumpapillary retinal nerve fiber layer (cRNFL) OCT data. Rose Plot Analysis plots were created for each eye and each visit. Significant clusters of progression were indicated in red. Three masked clinicians categorized all RPA plots (progressing, not progressing), in addition to measuring the significant RPA area. A masked OCT series assessment with linear regression of averaged global and sectoral cRNFL thicknesses was conducted as the clinical imaging standard.

MAIN OUTCOME MEASURES

Interobserver agreement was compared between RPA and the clinical imaging standard. Discriminative ability was assessed using receiver-operating characteristic curves. The time to detection of progression was compared using a Kaplan-Meier survival analysis, and the agreement of RPA with the clinical imaging standard was calculated.

RESULTS

Seven hundred fourty-three scans from 98 eyes were included. Interobserver agreement was significantly greater when categorizing RPA (κ, 0.86; 95% confidence interval [CI], 0.81-0.91) compared with OCT image series (κ, 0.66; 95% CI, 0.54-0.77). The discriminative power of RPA to differentiate between eyes that were progressing and not progressing (area under the curve [AUC], 0.97; 95% CI, 0.92-1.00) was greater than that of global cRNFL thickness (AUC, 0.71; 95% CI, 0.59-0.82; P < 0.0001) and equivalent to that of sectoral cRNFL regression (AUC, 0.97; 95% CI, 0.92-1.00). A Kaplan-Meier survival analysis showed that progression was detected 8.7 months sooner by RPA than by global cRNFL linear regression (P < 0.0001) in progressing eyes but was not sooner than with sectoral cRNFL (P = 0.06). Rose Plot Analysis showed substantial agreement with the presence of significant thinning on sectoral cRNFL linear regression (κ, 0.715; 95% CI, 0.578-0.853).

CONCLUSIONS

Rose Plot Analysis has been shown to provide accurate and intuitive, at-a-glance data analysis and presentation that improve interobserver agreement and may aid early diagnosis of glaucomatous disease progression.

Association between phthalate exposure and lower lung function in an urban elderly population: A repeated-measures longitudinal study

BACKGROUND

Lung function is a major predictor of morbidity and mortality. Only a few studies have explored the association between phthalate exposure and lung function.

OBJECTIVE

To evaluate the association between phthalate exposure and lung function in the elderly.

METHODS

A total of 3 repeated-measures surveys were conducted in 559 elderly individuals aged ≥60 years in Seoul, Korea, at 1-year intervals (2012-2015). During each survey, urinary mono-(2-ethyl-5-hydrohexyl) phthalate (MEHHP) (geometric mean, 15.68 μg/L), mono-(2-ethyl-5-oxohexyl) phthalate (MEOHP) (11.97 μg/L), and mono-n-butyl phthalate (MnBP) (2.09 μg/L) levels were measured; moreover, lung function tests and a structured questionnaire interview were performed. We constructed linear mixed models to assess the association between urinary phthalate metabolite levels and lung function.

RESULTS

A doubling of creatinine-adjusted urinary phthalate metabolite levels was inversely associated with forced expiratory volume in 1 s (L) (β = -0.01, 95% confidence interval [CI]: -0.02, 0.004 for MEHHP; β = -0.02, 95% CI: -0.03, -0.01 for MEOHP; β = -0.01, 95% CI: -0.03, -0.003 for MnBP) and forced vital capacity (L) (β = -0.02, 95% CI: -0.03, -0.001 for MEHHP; β = -0.02, 95% CI: -0.03, -0.004 for MEOHP; β = -0.02, 95% CI: -0.03, -0.001 for MnBP). A doubling of creatinine-adjusted MnBP levels was associated with increased rates of annual decline in forced vital capacity (L/year) (β = -0.01, 95% CI: -0.02, -0.001).

CONCLUSIONS

Urinary phthalate metabolite levels were associated with lower lung function and an increased rate of decline in lung function in an elderly population.