Invasive Fungal Sinusitis: Risk Factors for Visual Acuity Outcomes and Mortality
Bibliographic record
Abstract
PURPOSE: Invasive fungal sinusitis is a rare but potentially lethal disease that primarily affects immunocompromised patients. The purpose of this study was to review an academic medical center's experience in the presentation, diagnosis, and treatment of invasive fungal sinusitis. METHODS: A retrospective chart review was performed at a single institution over a 17-year period. Medical records, radiographic imaging, and operative reports were analyzed. Bivariate and multivariable analyses were performed to determine factors that affected visual acuity outcomes and mortality. RESULTS: Fifty-five patients with histopathologically confirmed invasive fungal sinusitis were included. The average duration of follow up was 1.8 ± 2.6 years (range: 1 week to 10 years). The most common causes of immunosuppression were hematologic malignancy (45%), diabetes (31%), and organ transplantation (9%). At presentation, 35% of individuals were neutropenic (absolute neutrophil count < 500/μl). All patients received systemic antifungal treatment. A surgical intervention was performed on 50 patients (91%), and all but one had functional endoscopic sinus surgery. Nine (16%) patients underwent orbital exenteration. Multivariable analysis of visual acuity outcomes demonstrated that individuals infected with Zygomycota had 6-7 lines worse vision than those infected with Ascomycota (mean difference in logMAR 0.66, 95% confidence interval 0.27 to 1.06, p = 0.001). Patients who had functional endoscopic sinus surgery had 7-8 lines better visual acuity than those without functional endoscopic sinus surgery (mean difference in logMAR -0.76, 95% confidence interval -1.13 to -0.38, p < 0.001). The overall death rate due to infection was 24%. Bivariate models demonstrated no difference in mortality in patients receiving exenteration versus those who did not (p = 0.14). Multivariable analysis of mortality demonstrated that neutropenia increased mortality (adjusted odds ratio 10.05, 95% confidence interval 1.49 to 67.67, p = 0.02). Having a greater number of surgeries was associated with an increased rate of survival (adjusted odds ratio 0.39, 95% confidence interval 0.15 to 0.96, p = 0.04). CONCLUSIONS: Invasive fungal sinusitis is an aggressive disease with significant mortality. Patients with neutropenia had a lower rate of survival, and infection with Zygomycota was associated with worse visual acuity outcomes. Those having functional endoscopic sinus surgery had better final visual acuity, and an increased number of surgeries was associated with a decreased chance of death. Exenteration yielded no observed survival benefit.Endoscopic sinus debridement portends better visual acuity outcomes in patients with invasive fungal sinusitis, whereas exenteration yields no difference in survival benefit.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".