A Comparative Study of Large Language Models, Human Experts, and Expert-Edited Large Language Models to Neuro-Ophthalmology Questions.

BACKGROUND: While large language models (LLMs) are increasingly used in medicine, their effectiveness compared with human experts remains unclear. This study evaluates the quality and empathy of Expert + AI, human experts, and LLM responses in neuro-ophthalmology. METHODS: This randomized, masked, multicenter cross-sectional study was conducted from June to July 2023. We randomly assigned 21 neuro-ophthalmology questions to 13 experts. Each expert provided an answer and then edited a ChatGPT-4-generated response, timing both tasks. In addition, 5 LLMs (ChatGPT-3.5, ChatGPT-4, Claude 2, Bing, Bard) generated responses. Anonymized and randomized responses from Expert + AI, human experts, and LLMs were evaluated by the remaining 12 experts. The main outcome was the mean score for quality and empathy, rated on a 1-5 scale. RESULTS: Significant differences existed between response types for both quality and empathy (P < 0.0001, P < 0.0001). For quality, Expert + AI (4.16 ± 0.81) performed the best, followed by GPT-4 (4.04 ± 0.92), GPT-3.5 (3.99 ± 0.87), Claude (3.6 ± 1.09), Expert (3.56 ± 1.01), Bard (3.5 ± 1.15), and Bing (3.04 ± 1.12). For empathy, Expert + AI (3.63 ± 0.87) had the highest score, followed by GPT-4 (3.6 ± 0.88), Bard (3.54 ± 0.89), GPT-3.5 (3.5 ± 0.83), Bing (3.27 ± 1.03), Expert (3.26 ± 1.08), and Claude (3.11 ± 0.78). For quality (P < 0.0001) and empathy (P = 0.002), Expert + AI performed better than Expert. Time taken for expert-created and expert-edited LLM responses was similar (P = 0.75). CONCLUSIONS: Expert-edited LLM responses had the highest expert-determined ratings of quality and empathy warranting further exploration of their potential benefits in clinical settings.

Ocular Neuromyotonia: Clinical Features, Diagnosis, and Outcomes.

PURPOSE: The purpose of this study was to describe the clinical features, management, outcomes, and diagnostic pitfalls in a large series of patients with ocular neuromyotonia. DESIGN: Retrospective cohort. METHODS: Patients diagnosed with ocular neuromyotonia from January 1, 2004, through January 1, 2023, seen at one of the 3 Mayo Clinic sites in Rochester, MN, Scottsdale, AZ, and Jacksonville, FL, comprised the study population. We ascertained patients with ocular neuromyotonia through a search using the medical records database. Only patients with an observed episode of ocular neuromyotonia were included and the medical records were reviewed. The main outcome measures were clinical features and outcomes of patients with ocular neuromyotonia. RESULTS: Forty-two patients who were diagnosed with ocular neuromyotonia were included. The median age was 58 years (range, 16-80 years). A history of cranial radiation therapy was present in 39 patients (93%). The sixth cranial nerve was involved in 31 patients (74%). Bilateral disease was found in 2 patients (5%). The median time from onset of diplopia to diagnosis was 8 months (range, 1 month-25 years), with a high rate of initial misdiagnosis in 52%. Twenty of 42 patients (48%) were treated with oral medication, of whom 95% had significant improvement or resolution of symptoms. CONCLUSION: Prior cranial irradiation is the most common cause for ocular neuromyotonia, affecting the sixth cranial nerve most often. Although delayed and initial misdiagnosis is common, most patients show improved symptoms on medical treatment.

Frequency of Asymptomatic Optic Nerve Enhancement in a Large Retrospective Cohort of Patients With Aquaporin-4+ NMOSD.

BACKGROUND AND OBJECTIVES: Asymptomatic or persistent optic nerve enhancement in aquaporin-4 (AQP4)-immunoglobulin G (IgG)-positive neuromyelitis optica spectrum disorder (NMOSD) is thought to be rare. Improved understanding may have important implications for assessment of treatment efficacy in clinical trials and in clinical practice. Our objective was to characterize NMOSD interattack optic nerve enhancement. METHODS: This was a retrospective cohort study performed between 2000 and 2019 (median follow-up 5.5 [range 1-35] years) of patients with AQP4-IgG-positive optic neuritis (ON) evaluated at Mayo Clinic. MRI orbits were reviewed by a neuroradiologist, neuro-ophthalmologist, and neuroimmunologist blinded to the clinical history. Interattack optic nerve enhancement (>30 days after attack) was measured. The correlation between interattack enhancement and Snellen visual acuity (VA), converted to logarithm of the minimum angle of resolution (logMAR), at attack and at follow-up were assessed. RESULTS: A total of 198 MRI scans in 100 patients with AQP4-IgG+ NMOSD were identified, with 107 interattack MRIs from 78 unique patients reviewed. Seven scans were performed before any ON (median 61 days before attack [range 21-271 days]) and 100 after ON (median 400 days after attack [33-4,623 days]). Optic nerve enhancement was present on 18/107 (16.8%) interattack scans (median 192.5 days from attack [33-2,943]) of patients with preceding ON. On 15 scans, enhancement occurred at the site of prior attacks; the lesion location was unchanged, but the lesion length was shorter. Two scans (1.8%) demonstrated new asymptomatic lesions (prior scan demonstrated no enhancement). In a third patient with subjective blurry vision, MRI showed enhancement preceding detectable eye abnormalities on examination noted 15 days later. There was no difference in VA at preceding attack nadir (logMAR VA 1.7 vs 2.1; p = 0.79) or long-term VA (logMAR VA 0.4 vs 0.2, p = 0.56) between those with and without interattack optic nerve enhancement. DISCUSSION: Asymptomatic optic nerve enhancement occurred in 17% of patients with NMOSD predominantly at the site of prior ON attacks and may represent intermittent blood-brain barrier breakdown or subclinical ON. New asymptomatic enhancement was seen only in 2% of patients. Therapeutic clinical trials for NMOSD require blinded relapse adjudication when assessing treatment efficacy, and it is important to recognize that asymptomatic optic nerve enhancement can occur in patients with ON.

Association of Maintenance Intravenous Immunoglobulin With Prevention of Relapse in Adult Myelin Oligodendrocyte Glycoprotein Antibody-Associated Disease.

Importance: Recent studies suggest that maintenance intravenous immunoglobulin (IVIG) may be an effective treatment to prevent relapses in myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD); however, most of these studies had pediatric cohorts, and few studies have evaluated IVIG in adult patients. Objective: To determine the association of maintenance IVIG with the prevention of disease relapse in a large adult cohort of patients with MOGAD. Design, Setting, and Participants: This was a retrospective cohort study conducted from January 1, 2010, to October 31, 2021. Patients were recruited from 14 hospitals in 9 countries and were included in the analysis if they (1) had a history of 1 or more central nervous system demyelinating attacks consistent with MOGAD, (2) had MOG-IgG seropositivity tested by cell-based assay, and (3) were age 18 years or older when starting IVIG treatment. These patients were retrospectively evaluated for a history of maintenance IVIG treatment. Exposures: Maintenance IVIG. Main Outcomes and Measures: Relapse rates while receiving maintenance IVIG compared with before initiation of therapy. Results: Of the 876 adult patients initially identified with MOGAD, 59 (median [range] age, 36 [18-69] years; 33 women [56%]) were treated with maintenance IVIG. IVIG was initiated as first-line immunotherapy in 15 patients (25%) and as second-line therapy in 37 patients (63%) owing to failure of prior immunotherapy and in 7 patients (12%) owing to intolerance to prior immunotherapy. The median (range) annualized relapse rate before IVIG treatment was 1.4 (0-6.1), compared with a median (range) annualized relapse rate while receiving IVIG of 0 (0-3) (t108 = 7.14; P < .001). Twenty patients (34%) had at least 1 relapse while receiving IVIG with a median (range) time to first relapse of 1 (0.03-4.8) years, and 17 patients (29%) were treated with concomitant maintenance immunotherapy. Only 5 of 29 patients (17%) who received 1 g/kg of IVIG every 4 weeks or more experienced disease relapse compared with 15 of 30 patients (50%) treated with lower or less frequent dosing (hazard ratio, 3.31; 95% CI, 1.19-9.09; P = .02). At final follow-up, 52 patients (88%) were still receiving maintenance IVIG with a median (range) duration of 1.7 (0.5-9.9) years of therapy. Seven of 59 patients (12%) discontinued IVIG therapy: 4 (57%) for inefficacy, 2 (29%) for adverse effects, and 1 (14%) for a trial not receiving therapy after a period of disease inactivity. Conclusions and Relevance: Results of this retrospective, multicenter, cohort study of adult patients with MOGAD suggest that maintenance IVIG was associated with a reduction in disease relapse. Less frequent and lower dosing of IVIG may be associated with treatment failure. Future prospective randomized clinical trials are warranted to confirm these findings.

Migrainous infarction of the eye: Two cases of monocular ischemic complications associated with retinal migraine.

BACKGROUND: Retinal migraine is defined by fully reversible monocular visual phenomena. We present two cases that were complicated by permanent monocular vision deficits. CASES: A 57-year-old man with history of retinal migraine experienced persistent monocular vision loss after one stereotypical retinal migraine, progressing to finger-count vision over 4 days. He developed paracentral acute middle maculopathy that progressed to central retinal artery occlusion. A 27-year-old man with history of retinal migraine presented with persistent right eye superotemporal scotoma after a retinal migraine. Relative afferent pupillary defect and superotemporal visual field defect were noted, consistent with ischemic optic neuropathy. CONCLUSION: Retinal migraine can complicate with permanent monocular visual loss, suggesting potential migrainous infarction of the retina or optic nerve. A thorough cerebrovascular evaluation must be completed, which was unrevealing in our cases. Acute and preventive migraine therapy may be considered in retinal migraine patients, to mitigate rare but potentially permanent visual loss.

Ischemic Optic Neuropathy Secondary to Varicella-Zoster Vasculitis Mimicking Giant Cell Arteritis: Case Report.

Differentiating GCA from its many mimickers remains a challenge in the daily clinical practice, especially in patients presenting with unspecific manifestations. We present the case of an 82-year-old woman who presented with a 3-week history of left eye vision loss secondary to bilateral edema and hemorrhage of the optic discs. Despite negative bilateral temporal artery biopsies, the elevation of the inflammatory markers and brain MRA findings suggestive of temporal arteritis as well as stenosis of the basilar artery led us to initiate treatment with high-dose steroids. Inflammatory markers remained elevated despite high-dose steroids which prompted additional work leading to a diagnosis of varicella-zoster encephalitis. Steroid treatment was quickly tapered off and treatment with acyclovir resulted in the normalization of the acute phase reactants. The persistence of elevated inflammatory markers despite high-dose steroids should prompt additional work up for the search of an alternative diagnosis of GCA mimickers.