Assessment of Proliferative Vitreoretinopathy in Rhegmatogenous Retinal Detachment with OCT
Bibliographic record
Abstract
PURPOSE: To characterize proliferative vitreoretinopathy (PVR) with swept-source OCT (SS-OCT) in rhegmatogenous retinal detachment (RRD). DESIGN: Prospective cross sectional cohort study. SUBJECTS: Consecutive primary RRDs presenting to St. Michael's Hospital from 2021 to 2023. METHODS: Ultra-widefield fundus imaging was staged per the Retina Society 1991 PVR Classification and correlated with retinal microstructural changes assessed with SS-OCT. MAIN OUTCOME MEASURES: Swept-source OCT findings in PVR. RESULTS: One hundred patients were included. Patients with no signs of PVR or PVR A (49/100) were more likely to have a preserved bacillary layer on SS-OCT with low-amplitude outer retinal corrugations (ORCs) compared with the PVR B/C group. Proliferative vitreoretinopathy B (retinal wrinkling/vessel tortuosity) was present in 24% (24/100) of cases, all of which had high-amplitude ORCs. Proliferative vitreoretinopathy C (27/100) was clinically divided into patients with subretinal (SR) membranes (63% [17/27]) and patients with fixed retinal folds (intraretinal [IR]) (37% [10/27]). The SR subtype was associated with slowly progressive detachments. On SS-OCT, they had a thick hyperreflective membrane emanating from the retinal pigment epithelium and extending along the outer retinal surface, causing tractional folds of the outer retina in 47% (8/17) of cases and tractional bacillary layer detachment in 12% (2/17) of cases. Outer retinal thinning/atrophy was commonly observed in the SR subtype. Patients with the IR subtype had rapidly progressive detachments on fundus examination and extensive IR changes on SS-OCT. These had a thickened bacillary layer with high-amplitude ORCs with photoreceptor-photoreceptor apposition within or between individual corrugations (fused ORCs). Significant preretinal membranes with loss of differentiation of the inner and outer retinal lamellae and distortion of underlying ORCs were observed. CONCLUSIONS: Our study demonstrates imaging evidence of varying PVR morphology. The IR subtype occurs in rapidly progressive detachments with intrinsic retinal changes that span from fused and distorted corrugations to retinal thickening, preretinal membranes, and loss of differentiation of retinal lamella. The SR subtype occurs in slowly progressive detachments, where the proliferation is associated with membranes emanating from the retinal pigment epithelium, outer retinal thinning/atrophy, and tractional outer retinal folds. We present a novel OCT classification of primary PVR, which varies based on RRD morphology. Pathological photoreceptor apposition in fused ORCs may be associated with glial proliferation and corresponding IR and preretinal changes. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".