Assessment of Retinal Structural and Functional Characteristics in Eyes with Autoimmune Retinopathy
Bibliographic record
Abstract
PURPOSE: To evaluate the thicknesses of individual retinal layers, and the correlation between structural changes and functional loss using spectral domain optical coherence tomography (SD-OCT) scans and electroretinograms (ERG), in eyes with autoimmune retinopathy (AIR). METHODS: SD-OCT raster scans of 12 eyes from 6 patients serologically diagnosed with AIR were evaluated. Retinal layers were segmented along a 5 mm horizontal scan passing through the fovea. Retinal layers analyzed include full retinal thickness (FRT), retinal pigment epithelium and Bruch's membrane complex (RPE+BM complex), photoreceptor layer (PRL), inner nuclear layer (INL), combined ganglion cell and inner plexiform layers (GCL+), nerve fiber layer (NFL), and combined GCL+ and NFL layers (GCL+/NFL). Changes in the thicknesses of the layers were assessed in 0.5 mm increments along the B-scan in the central, nasal, and temporal regions. These recorded values were compared to corresponding values of 51 eyes from 51 subjects with no known ocular pathology. Full-field ERGs were obtained at corresponding visits and were interpreted by a grader masked to the diagnoses and OCT findings. RESULTS: The mean age of the patients was 59.5 years (range, 33-83), with 4 males (66.6%). Within the control population of 51 subjects, mean age was 51.5 years (range, 40-75), with 25 males (49%). Eyes with AIR showed a loss of retinal tissue compared to eyes with no known ocular pathology at the fovea. Specifically, the FRT, RPE+BM complex, and PRL exhibited thinning of statistically significance. ERG findings demonstrated a functional deficit which showed a good correlation with structural loss. Fifty (50) percent of eyes experienced central photoreceptor (rod and cone) dysfunction and 75% of eyes displayed peripheral photoreceptor (rod and cone) dysfunction. CONCLUSIONS: Eyes with AIR show a loss of retinal tissue compared to eyes with no known ocular pathology. The greatest loss appears to occur in the RPE and PRL. ERG findings correlate strongly with the loss of tissue seen in these layers. Thus, therapeutic options may be targeted to preserve these regions of the retina.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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".