PERFORMANCE ASSESSMENT OF AN ARTIFICIAL INTELLIGENCE CHATBOT IN CLINICAL VITREORETINAL SCENARIOS

PURPOSE

To determine how often ChatGPT is able to provide accurate and comprehensive information regarding clinical vitreoretinal scenarios. To assess the types of sources ChatGPT primarily uses and to determine whether they are hallucinated.

METHODS

This was a retrospective cross-sectional study. The authors designed 40 open-ended clinical scenarios across four main topics in vitreoretinal disease. Responses were graded on correctness and comprehensiveness by three blinded retina specialists. The primary outcome was the number of clinical scenarios that ChatGPT answered correctly and comprehensively. Secondary outcomes included theoretical harm to patients, the distribution of the type of references used by the chatbot, and the frequency of hallucinated references.

RESULTS

In June 2023, ChatGPT answered 83% of clinical scenarios (33/40) correctly but provided a comprehensive answer in only 52.5% of cases (21/40). Subgroup analysis demonstrated an average correct score of 86.7% in neovascular age-related macular degeneration, 100% in diabetic retinopathy, 76.7% in retinal vascular disease, and 70% in the surgical domain. There were six incorrect responses with one case (16.7%) of no harm, three cases (50%) of possible harm, and two cases (33.3%) of definitive harm.

CONCLUSION

ChatGPT correctly answered more than 80% of complex open-ended vitreoretinal clinical scenarios, with a reduced capability to provide a comprehensive response.

Impact of GLP-1 Agonists and SGLT-2 Inhibitors on Diabetic Retinopathy Progression: An Aggregated Electronic Health Record Data Study

PURPOSE

To examine the effects of glucagon-like peptide-1 receptor (GLP-1) agonists compared to SGLT-2 inhibitors on diabetic retinopathy.

DESIGN

Retrospective clinical cohort study using TriNetX, a federated electronic health records network comprising multiple healthcare organizations.

METHODS

Patients with an International Classification of Diseases, Tenth Revision (ICD-10) code of nonproliferative diabetic retinopathy (PDR) and monotherapy treatment, excluding insulin, with GLP-1 agonists or SGLT-2 inhibitors. Patients with a history of PDR prior to initiation of treatment were excluded. The rate of progression to PDR and rate of development of diabetic macular edema (DME) were compared between patients on GLP-1 agonists compared to those on SGLT-2 inhibitors. The groups were propensity score matched for age, gender, ethnicity, race, type of diabetes, and severity of PDR. Main outcomes included rate and relative risk (RR) of progression to PDR and risk of DME in the GLP-1 agonist group versus the SGLT-2 inhibitor group.

RESULTS

A total of 6481 patients were identified in the GLP-1 cohort and the SGLT-2 inhibitor cohort after propensity score matching. At 1 and 3 years after initiation of therapy, a higher rate of progression of PDR was noted (RR: 1.26, CI 1.04-1.51, P = .017 at 1 year, RR: 1.284, CI 1.1-1.499, P = .002 at 3 years) in the GLP-1 agonist cohort compared to the SGLT-2 inhibitor cohort. There was a higher rate of DME noted at 3 months (RR: 1.192, CI 1.059-1.276, P = .002), 6 months (RR: 1.22, CI 1.13-1.32, P < .001), 1 year (RR: 1.24, CI 1.15-1.33, P < .001), and at 3 years (RR: 1.29, CI 1.21-1.38, P < .001) in the GLP-1 agonist cohort compared to the SGLT-2 inhibitor cohort.

CONCLUSIONS

A higher rate of progression of PDR and risk of new-onset DME was observed in patients on monotherapy with GLP-1 agonists compared to those on SGLT-2 inhibitors. It is important for clinicians to be aware of these potential effects and to consider the current retinopathy status when initiating treatment with newer hypoglycemic agents to ensure these patients are appropriately monitored for developing potential vision-threatening complications.

Investigating the Utility of Near-Infrared Reflectance Imaging for Diabetic Retinopathy Screening

BACKGROUND AND OBJECTIVE

We investigated the reliability of near-infrared reflectance (NIR) imaging as a method of assessing severity of diabetic retinopathy (DR).

PATIENTS AND METHODS

One hundred ninety-five NIR images were reviewed by two graders for the number of hyporeflective foci, presence or absence of vascular abnormalities, and presumptive DR stage; these were correlated to fundus photography-defined DR stage. Interrater reliability was confirmed via one-way random effects model of intraclass correlation coefficients. Analysis of variance was used in subgroup analysis, receiver operating characteristic (ROC) curves were created to validate reliability of the model, and logistic regression was used to model foci and vascular abnormalities as predictors for moderate or worse disease.

RESULTS

A statistically significant difference in mean number of hyporeflective foci was found between no DR and moderate non-proliferative DR (NPDR; P < 0.0001), no DR and severe NPDR (P < 0.001), no DR and proliferative DR (PDR; P < 0.0001), mild and moderate NPDR (P = 0.008), mild and severe NPDR (P < 0.001), and mild NPDR and PDR (P < 0.001). The area under the ROC curve was 0.849 (CI: 0.792 to 0.905). The threshold for detection of moderate NPDR or worse was 4.75 foci, with a sensitivity of 79.0% and a false positive rate of 20.0%. Multivariate logistic regression model incorporating hyporeflective foci with vascular abnormalities (odds ratio [OR] = 1.592, 95% CI: 1.381 to 1.835; P < 0.001) was able to accurately predict moderate disease or worse, just moderate disease (OR = 1.045, 95% CI: 1.003 to 1.089; P = 0.035), severe disease (OR = 1.050, 95% CI: 1.006 to 1.096; P = 0.027), and proliferative disease (OR = 1.050, 95% CI: 1.008 to 1.095; P = 0.018).

CONCLUSIONS

NIR imaging may be an adjunct tool in screening for DR. [Ophthalmic Surg Lasers Imaging Retina 2024;55:XX-XX.].

The association between telemedicine, advance care planning, and unplanned hospitalizations among high-risk patients with cancer

BACKGROUND

Despite the widespread implementation of telemedicine, there are limited data regarding its impact on key components of care for patients with incurable or high-risk cancer. For these patients, high-quality care requires detailed conversations regarding treatment priorities (advance care planning) and clinical care to minimize unnecessary acute care (unplanned hospitalizations). Whether telemedicine affects these outcomes relative to in-person clinic visits was examined among patients with cancer at high risk for 6-month mortality.

METHODS

This retrospective cohort study included adult patients with cancer with any tumor type treated at the University of Pennsylvania who were newly identified between April 1 and December 31, 2020, to be at high risk for 6-month mortality via a validated machine learning algorithm. Separate modified Poisson regressions were used to assess the occurrence of advance care planning and unplanned hospitalizations for telemedicine as compared to in-person visits. Additional analyses were done comparing telemedicine type (video or phone) as compared to in-person clinic visits.

RESULTS

The occurrence of advance care planning was similar between telemedicine and in-person visits (6.8% vs. 6.0%; adjusted risk ratio [aRR], 1.25; 95% CI, 0.92-1.69). In regard to telemedicine subtype, patients exposed to video encounters were modestly more likely to have documented advance care planning in comparison to those seen in person (7.5% vs. 6.0%; aRR, 1.48; 95% CI, 1.03-2.11). The 3-month risk for unplanned hospitalization was comparable for telemedicine compared to in-person clinic encounters (21% vs. 18%; aRR, 1.06; 95% CI, 0.81-1.38).

CONCLUSIONS

In this study, care delivered by telemedicine, compared to in-person clinic visits, produced comparable rates of advance care planning conversations without increasing hospitalizations, which suggests that vulnerable patients can be managed safely by telemedicine.

Ophthalmology Workforce Projections in the United States, 2020 to 2035

PURPOSE

To analyze ophthalmology workforce supply and demand projections from 2020 to 2035.

DESIGN

Observational cohort study using data from the National Center for Health Workforce Analysis (NCHWA).

METHODS

Data accessed from the Department of Health and Human Services, Health Resources and Services Administration (HRSA) website were compiled to analyze the workforce supply and demand projections for ophthalmologists from 2020 to 2035.

MAIN OUTCOME MEASURES

Projected workforce adequacy over time.

RESULTS

From 2020 to 2035, the total ophthalmology supply is projected to decrease by 2650 full-time equivalent (FTE) ophthalmologists (12% decline) and total demand is projected to increase by 5150 FTE ophthalmologists (24% increase), representing a supply and demand mismatch of 30% workforce inadequacy. The level of projected adequacy was markedly different based on rurality by year 2035 with 77% workforce adequacy versus 29% workforce adequacy in metro and nonmetro geographies, respectively. By year 2035, ophthalmology is projected to have the second worst rate of workforce adequacy (70%) of 38 medical and surgical specialties studied.

CONCLUSIONS

The HRSA's Health Workforce Simulation Model forecasts a sizeable shortage of ophthalmology supply relative to demand by the year 2035, with substantial geographic disparities. Ophthalmology is one of the medical specialties with the lowest rate of projected workforce adequacy by 2035. Further dedicated workforce supply and demand research for ophthalmology and allied professionals is needed to validate these projections, which may have significant future implications for patients and providers.

FINANCIAL DISCLOSURE(S)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Risk of Stroke, Myocardial Infarction, Deep Vein Thrombosis, Pulmonary Embolism, and Death After Retinal Vein Occlusion

PURPOSE

To examine rates of stroke, myocardial infarction (MI), deep vein thrombosis (DVT), pulmonary embolism (PE), and death in patients after retinal vein occlusion (RVO) compared to controls.

DESIGN

Retrospective cohort study.

METHODS

An aggregated electronic health records research network, TriNetX, was used to identify patients with diagnosis of RVO and a control group of patients with cataract. Patients were excluded if they had history of stroke, MI, DVT, or PE within 2 years of diagnosis of RVO or cataract. Propensity score matching was performed to control for baseline demographics and medical comorbidities. Main outcomes included relative risk (RR) of death, stroke, MI, DVT, and PE after RVO compared to those in matched controls.

RESULTS

A total of 45,304 patients were included in each cohort. There was elevated risk of death in the RVO cohort compared to the control cohort at 1 year (RR = 1.30, P < .01), 5 years (RR = 1.22, P < .01), and 10 years (RR = 1.08, P < .01). There was elevated risk of stroke at 1 year (RR = 1.61, P < .01), 5 years (RR = 1.31, P < .01), and 10 years (RR = 1.18, P < .01). There was elevated risk of MI at 1 year (RR = 1.26, P < .01) and 5 years (RR = 1.13, P < .01), but not at 10 years (RR = 1.06, P = .12). There was mildly elevated risk of DVT at 1 year (RR = 1.65, P < .01) but not at 5 years (RR = 0.94, P = .94) or 10 years (RR = 1.05, P = .37). There was no elevated risk of PE at 1 year (RR = 0.98, P = 0.80), 5 years (RR = 0.95, P = .42), or 10 years (RR = 0.85, P =.40).

CONCLUSIONS

There is an increased rate of death, stroke, and MI after RVO compared to those in matched controls. We emphasize the need for long-term systemic evaluation after RVO.

Risk of Stroke, Myocardial Infarction, and Death After Retinal Artery Occlusion

Importance

Patients with retinal artery occlusions (RAOs) are recommended to have emergent stroke workup, although the true risk of death and subsequent vascular events post-RAO is not clear.

Objective

To determine short-term and long-term rates of stroke, myocardial infarction (MI), and death in patients after RAO compared with a control cohort.

Design, Setting, and Participants

This retrospective cohort study used aggregated electronic health records from January 1, 2003, through April 14, 2023, from TriNetX, a network with data from more than 111 million patients. Patients with RAO and a cataract control group were identified and matched for age, sex, race, and comorbidities, including hypertension, diabetes, hyperlipidemia, and smoking status. Patients were excluded if they had a stroke or MI within 2 years before the diagnosis of RAO or cataract.

Exposure

International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, diagnosis code for RAO or age-related cataract.

Main Outcomes and Measures

Rate of death, stroke, and MI at 2 weeks, 30 days, 1 year, 5 years, and 10 years after RAO compared with matched controls.

Results

There were a total of 34 874 patients with at least 1 year of follow-up in the RAO cohort. The mean (SD) age at the RAO event was 66 (15.2) years. The rate of death after RAO diagnosis was higher than after cataract diagnosis at 2 weeks (0.14% vs 0.06%; relative risk [RR], 2.45; 95% CI, 1.46-4.12; risk difference [RD], 0.08%; 95% CI, 0.04%-0.13%; P < .001), 30 days (0.29% vs 0.14%; RR, 2.10; 95% CI, 1.49-2.97; RD, 0.15%; 95% CI, 0.08%-0.22%; P < .001), 1 year (3.51% vs 1.99%; RR, 1.78; 95% CI, 1.61-1.94; RD, 1.41%; 95% CI, 1.17%-1.66%; P < .001), 5 years (22.74% vs 17.82%; RR, 1.28; 95% CI, 1.23-1.33; RD, 4.93%; 95% CI, 4.17%-5.68%; P < .001), and 10 years (57.86% vs 55.38%; RR, 1.05; 95% CI, 1.02-1.07; RD, 2.47%; 95% CI, 1.25%-3.69%; P < .001). Risk of stroke after RAO was higher at 2 weeks (1.72% vs 0.08%; RR, 21.43; 95% CI, 14.67-31.29; RD, 1.64%; 95% CI, 1.50%-1.78%; P < .001), 30 days (2.48% vs 0.18%; RR, 14.18; 95% CI, 10.94-18.48; RD, 2.31%; 95% CI, 2.14%-2.47%; P < .001), 1 year (5.89% vs 1.13%; RR, 5.20; 95% CI, 4.67-5.79; RD, 4.64%; 95% CI, 4.37%-4.91%; P < .001), 5 years (10.85% vs 4.86%; RR, 2.24; 95% CI, 2.09-2.40; RD, 6.00%; 95% CI, 5.50%-6.50%; P < .001), and 10 years (14.59% vs 9.18%; RR, 1.59; 95% CI, 1.48-1.70; RD, 5.41%; 95% CI, 4.62%-6.21%; P < .001). Risk of MI after RAO was higher at 2 weeks (0.16% vs 0.06%; RR, 3.00; 95% CI, 1.79-5.04; RD, 0.11%; 95% CI, 0.06%-0.16%; P < .001), 30 days (0.27% vs 0.10%; RR, 2.61; 95% CI, 1.78-3.83; RD, 0.17%; 95% CI, 0.10%-0.23%; P < .001), 1 year (1.66% vs 0.97%; RR, 1.72; 95% CI, 1.51-1.97; RD, 0.59%; 95% CI, 0.42%-0.76%; P < .001), 5 years (6.06% vs 5.00%; RR, 1.21; 95% CI, 1.12-1.31; RD, 1.07%; 95% CI, 0.64%-1.50%; P < .001), and 10 years (10.55% vs 9.43%; RR, 1.12; 95% CI, 1.04-1.21; RD, 1.13%; 95% CI, 0.39%-1.87%; P = .003).

Conclusions and Relevance

This study showed an increased risk of death, stroke, and MI in patients with RAO at both short-term and long-term intervals after RAO compared with a matched control population diagnosed with cataract. These findings suggest a potential need for multidisciplinary evaluation and long-term systemic follow-up of patients post-RAO.

Ophthalmologist Turnover in the United States: Analysis of Workforce Changes from 2014 through 2021

PURPOSE

Physician turnover is costly to health care systems and affects patient experience due to discontinuity of care. This study aimed to assess the frequency of turnover by ophthalmologists and identify physician and practice characteristics associated with turnover.

DESIGN

Retrospective cross-sectional study.

PARTICIPANTS

Actively practicing United States ophthalmologists included in the Centers for Medicare and Medicaid Services Physician Compare and Physician and Other Supplier Public Use File between 2014 and 2021.

METHODS

We collected data for each ophthalmologist that was associated with practice/institution and then calculated the rate of turnover both annually in each year window and cumulatively as the total proportion from 2014 to 2021. Multivariable logistic regression analysis was used to identify physician and practice characteristics associated with turnover. We also evaluated turnover characteristics surrounding the Coronavirus disease 2019 (COVID-19) pandemic.

MAIN OUTCOME MEASURES

Ophthalmologist turnover, defined as a change of an ophthalmologist's National Provider Identifier practice affiliation from one year to the next.

RESULTS

Of 13 264 ophthalmologists affiliated with 3306 unique practices, 34.1% separated from at least 1 practice between 2014 and 2021. Annual turnover ranged from 3.7% (2017) to 19.4% (2018), with an average rate of 9.4%. Factors associated with increased turnover included solo practice (adjusted odds ratio [aOR], 9.59), university affiliation (aOR, 1.55), practice location in the Northeast (aOR, 1.39), and practice size of 2 to 4 members (aOR, 1.21; P < 0.05 for all). Factors associated with decreased turnover included male gender (aOR, 0.87) and more than 5 years of practice: 6 to 10 years (aOR, 0.63), 11 to 19 years (aOR, 0.54), 20 to 29 years (aOR, 0.36), and ≥ 30 years (aOR, 0.18; P < 0.05 for all). In the initial year (2020) of the COVID-19 pandemic, annual turnover increased from 7.8% to 11.0%, then decreased to 8.7% in the postvaccine period (2021).

CONCLUSIONS

One-third of United States ophthalmologists separated from at least 1 practice from 2014 through 2021. Turnover patterns differed by various physician and practice characteristics, which may be used to develop future strategies for workforce stability. Because administrative data cannot solely determine reasons for turnover, further investigation is warranted given the potential clinical and financial implications.

FINANCIAL DISCLOSURE(S)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

The Biosimilar Paradox: How Anti-Vascular Endothelial Growth Factor Biosimilars Could Increase Patient and Overall Health Care Costs

PURPOSE

Anti-vascular endothelial growth factor (VEGF) medications for intraocular use are a major and increasing cost, and biosimilars may be a means of reducing the high cost of many biologic medications. However, a bevacizumab biosimilar, which is currently pending Food and Drug Administration (FDA) approval (bevacizumab-vikg), paradoxically may increase the cost burden of intravitreal anti-VEGF agents, because off-label repackaged drugs may no longer be allowed per the Drug Quality and Security Act (DQSA). We aimed to investigate the potential impact of biosimilars on costs in the United States.

DESIGN

Cost analysis of anti-VEGF medications.

PARTICIPANTS

Medicare data from October 2022 and previously published market share data from 2019.

METHODS

Average sales prices (ASPs) of ranibizumab, aflibercept, and bevacizumab were calculated from Medicare allowable payments. The ASPs of biosimilars were calculated from wholesale acquisition costs from a representative distributor. The cost of an intraocular bevacizumab formulation is modeled at $500/1.25-mg dose and $900/1.25-mg dose.

MAIN OUTCOME MEASURES

Costs of anti-VEGF drugs to Medicare Part B and patients.

RESULTS

If an intraocular bevacizumab biosimilar were to be priced at $500, costs to Medicare would increase by $457 million from $3.01 billion to $3.47 billion (15.2% increase). Patient responsibility would increase by $117 million from $768 million to $884 million. Similarly, if intraocular bevacizumab were priced at $900, Medicare costs would increase by $897 million to $3.91 billion (29.8% increase), and patient responsibility would increase by $229 million to $997 million. If bevacizumab were $500/dose, switching all patients currently receiving ranibizumab or aflibercept to respective biosimilars would compensate for only 28.8% of the increased cost. Current prices of ranibizumab and aflibercept biosimilars would have to decrease by an aggregate of 15.7% to $616.80/injection, $1027.97/injection, and $1436.88/injection for ranibizumab 0.3 mg, ranibizumab 0.5 mg, and aflibercept, respectively.

CONCLUSIONS

An FDA-approved bevacizumab biosimilar for ophthalmic use could increase costs to the health care system and patients, raising concerns for access. This increase would not be offset by ranibizumab and aflibercept biosimilar use at current prices. These data support the need for an exemption of section 503B of the DQSA and continued use of repackaged off-label bevacizumab.

FINANCIAL DISCLOSURE(S)

Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Financial Health of Private Equity-Backed Groups: Perspectives From Eye Care

BACKGROUND

In private equity (PE) buyouts of medical practices, it is common for the PE firm to raise significant levels of debt in order to finance the purchase. This debt is subsequently shouldered by the acquired practice(s). There remains a scarcity of literature quantifying the effect of PE acquisition on the subsequent financial performance of eye care practices. We aim to identify and characterize debt valuations of ophthalmology and optometry private equity-backed group (OPEG) practices, which serve as an indicator of practice financial performance.

METHODS

A cross-sectional study from March 2017 to March 2022 was conducted using business development company (BDC) quarterly/annual filings to the Securities and Exchange Commission (SEC). The 2021 BDC Report was used to identify all BDCs actively filing annual reports (Form 10-Ks) and quarterly reports (Form 10-Qs) in the United States in 2021. The public filings of BDCs lending to OPEGs were searched from the inception of the OPEG's debt instrument in a BDC's portfolio and the amortized cost and fair value of each debt instrument were tabulated. A panel linear regression was used to evaluate temporal changes in OPEG valuations.

RESULTS

 A total of 2,997 practice locations affiliated with 14 unique OPEGs and 17 BDCs were identified over the study period. Debt valuations of OPEGs decreased by 0.46% per quarter over the study period (95% CI: -0.88 to -0.03, P = 0.036). In the COVID-19 pre-vaccine period (March 2020 to December 2020), there was an excess (additional) 4.93% decrease in debt valuations (95% CI: -8.63 to -1.24, P = 0.010) when compared to pre-pandemic debt valuations (March 2017 to December 2019). Effects of COVID-19 on valuations stabilized during the pandemic post-vaccine period (February 2021 to March 2022), with no change in excess debt valuation compared to pre-pandemic baseline (0.60, 95% CI: -4.59 to 5.78, P = 0.822). There was an increase in practices that reported average discounted debt valuations from 20 practices (1.6%) associated with one OPEG to 1,213 practices (40.5%) associated with nine OPEGs (including 100% of newly acquired practices), despite the stabilization of COVID-19-related excess (additional) debt.

CONCLUSIONS

Debt valuations of eye care practices have declined significantly post-PE investment from March 2017 to March 2022, suggesting that the financial health of these groups is volatile and vulnerable to economic contractions such as the COVID-19 pandemic. Eye care practice owners must consider long-term financial risks and impacts of subsequent patient care when selling their practice to a private equity group. Future research should assess the impact of secondary transactions of OPEGs on the financial health of practices, practitioner lifestyle, and patient outcomes.

Presence of Choroidal Caverns in Patients with Posterior and Panuveitis

Choroidal caverns (CCs) have been described in association with age-related macular degeneration and pachychoroid disease. However, it is unknown if caverns are found in patients with chronic non-infectious uveitis (NIU). Herein, we evaluated patients with NIU who had optical coherence tomography and indocyanine green angiography for CCs. Clinical and demographic characteristics were extracted from the chart review. Univariate and multivariate mixed-effects logistical models were used to assess the association between clinical and demographic factors and the presence of CCs. One hundred thirty-five patients (251 eyes) met the inclusion criteria: 1 eye had anterior uveitis, 5 had intermediate uveitis, 194 had posterior uveitis, and 51 had panuveitis. The prevalence of CCs was 10%. CCs were only observed in patients with posterior and panuveitis, with a prevalence of 10.8% and 7.8%, respectively. Multifocal choroiditis (MFC) was the type of uveitis where CCs were most frequently observed, with 40% of eyes with MFC having CCs. In addition, male sex (p = 0.024) was associated with CCs. There was no significant difference in the degree of intraocular inflammation or mean subfoveal choroidal thickness between CC+ and CC- eyes. This is the first study to describe CCs in uveitis. Overall, these findings suggest that caverns may be a sequela of structural and/or vascular perturbations in the choroid from uveitis.

Comparison of Incremental Costs and Medicare Reimbursement for Simple vs Complex Cataract Surgery Using Time-Driven Activity-Based Costing

Importance

Cataract surgery is one of the most commonly performed surgeries across medicine and an integral part of ophthalmologic care. Complex cataract surgery requires more time and resources than simple cataract surgery, yet it remains unclear whether the incremental reimbursement for complex cataract surgery, compared with simple cataract surgery, offsets the increased costs.

Objective

To measure the difference in day-of-surgery costs and net earnings between simple and complex cataract surgery.

Design, Setting, and Participants

This study is an economic analysis at a single academic institution using time-driven activity-based costing methodology to determine the operative-day costs of simple and complex cataract surgery. Process flow mapping was used to define the operative episode limited to the day of surgery. Simple and complex cataract surgery cases (Current Procedural Terminology codes 66984 and 66982, respectively) at the University of Michigan Kellogg Eye Center from 2017 to 2021 were included in the analysis. Time estimates were obtained using an internal anesthesia record system. Financial estimates were obtained using a mix of internal sources and prior literature. Supply costs were obtained from the electronic health record.

Main Outcomes and Measures

Difference in day-of-surgery costs and net earnings.

Results

A total of 16 092 cataract surgeries were included, 13 904 simple and 2188 complex. Time-based day-of-surgery costs for simple and complex cataract surgery were $1486.24 and $2205.83, respectively, with a mean difference of $719.59 (95% CI, $684.09-$755.09; P < .001). Complex cataract surgery required $158.26 more for costs of supplies and materials (95% CI, $117.00-$199.60; P < .001). The total difference in day-of-surgery costs between complex and simple cataract surgery was $877.85. Incremental reimbursement for complex cataract surgery was $231.01; therefore, complex cataract surgery had a negative earnings difference of $646.84 compared with simple cataract surgery.

Conclusions and Relevance

This economic analysis suggests that the incremental reimbursement for complex cataract surgery undervalues the resource costs required for the procedure, failing to cover increased costs and accounting for less than 2 minutes of increased operating time. These findings may affect ophthalmologist practice patterns and access to care for certain patients, which may ultimately justify increasing cataract surgery reimbursement.

Malpractice Cases Arising From Telephone Based Telemedicine Triage in Ophthalmology

PURPOSE

To determine the allegation, precipitating medical issue, and outcome of telephone triage focused malpractice litigation among ophthalmologists.

METHODS

The WestLaw Edge database was reviewed using terms pertaining to ophthalmology and telemedicine. The search ranged from 4/7/30 to 1/25/22.

RESULTS

Of the 510 lawsuits, 3.5% (18/510) met inclusion criteria. 94.5% (17/18) alleged delays in evaluation and/or treatment. 61.1% (11/18) alleged incorrect diagnoses, 38.9% (7/18) claimed improper discussion of risks or informed consent, and 5.6% (1/18) alleged delayed referrals. The precipitating medical issues included retinal detachment in 33.3% (6/18) of cases, post-procedure and post-trauma endophthalmitis in 33.3% (6/18) of cases, ocular trauma without endophthalmitis in 22.2% (4/18) of cases, and bilateral acute retinal necrosis and allergic reactions each accounting for 5.6% (1/18) of cases.

CONCLUSION

Telephone triage creates potential malpractice litigation. Delay in in-person clinical evaluation and alleged failure to inform patients of possible irreversible vision loss may lead to potential malpractice litigation. We suggest offering the option of same day in person evaluation and informing the patient how delay may lead to irreversible vision loss.

Follow-up Rates After Teleretinal Screening for Diabetic Retinopathy: Assessing Patient Barriers to Care

Purpose: To study patient follow-up after they engage in a teleretinal screening program and to understand potential barriers to care. Methods: This was a retrospective analysis and a prospective study of telephone-based patient interviews of outpatients screened for diabetic retinopathy (DR) through a teleretinal referral system. Results: Of 2761 patients screened through a teleretinal referral program, 123 (4.5%) had moderate nonproliferative DR (NPDR), 83 (3.0%) had severe NPDR, and 31 (1.1%) had proliferative DR. Of the 114 patients with severe NPDR or worse, 67 (58.8%) saw an ophthalmologist within 3 months of referral. Eighty percent of interviewed patients reported they were not aware of the need for follow-up eye appointments. Conclusions: Of patients with severe retinopathy or worse, 58.8% presented for in-person evaluation and treatment within 3 months of screening. Although this result was negatively affected by factors related to the COVID-19 pandemic, key elements of patient education and improved referral strategies to facilitate in-person treatment are essential to improving follow-up after patients engage in telescreening.

Exploring new frontiers in prostate cancer research: Report from the 2022 Coffey-Holden prostate cancer academy meeting

INTRODUCTION

The 2022 Coffey-Holden Prostate Cancer Academy (CHPCA) Meeting, "Exploring New Frontiers in Prostate Cancer Research," was held from June 23 to 26, 2022, at the University of California, Los Angeles, Luskin Conference Center, in Los Angeles, CA.

METHODS

The CHPCA Meeting is an annual discussion-oriented scientific conference organized by the Prostate Cancer Foundation, that focuses on emerging and next-step topics deemed critical for making the next major advances in prostate cancer research and clinical care. The 2022 CHPCA Meeting included 35 talks over 10 sessions and was attended by 73 academic investigators.

RESULTS

Major topic areas discussed at the meeting included: prostate cancer diversity and disparities, the impact of social determinants on research and patient outcomes, leveraging real-world and retrospective data, development of artificial intelligence biomarkers, androgen receptor (AR) signaling biology and new strategies for targeting AR, features of homologous recombination deficient prostate cancer, and future directions in immunotherapy and nuclear theranostics.

DISCUSSION

This article summarizes the scientific presentations from the 2022 CHPCA Meeting, with the goal that dissemination of this knowledge will contribute to furthering global prostate cancer research efforts.

Fraud Claims Filed Involving Practicing Ophthalmologists from 1985 Through 2020

Introduction

Like all United States physicians, ophthalmologists may be implicated in lawsuits claiming fraudulent medical practice. In order to educate, raise awareness, and mitigate fraudulent practice, we reviewed a legal database and analyzed fraud claims in ophthalmology lawsuits.

Methods

A retrospective legal literature review was performed on jury verdicts and settlements from the online legal database LexisNexis Academic from 1985 through 2020 that were filed by or against an ophthalmologist, involved a fraud claim, and included a final decision or settlement. Cases were evaluated for factors including demographics of plaintiffs and defendants, type of fraud claim, ophthalmologist party status (plaintiff or defendant), decision outcome, and amount awarded (when applicable).

Results

Of the 27 cases analyzed, all ophthalmologist defendants involved were male and the most common sub-specialty for an ophthalmologist defendant was refractive surgery. The most common fraud type was a fraud claim involving a malpractice lawsuit (12 of 27), followed by contract fraud and billing fraud. While the ophthalmologists in malpractice-related fraud cases experienced more rulings in favor of the defendant on the fraud claims (8 of 12), ophthalmologists in billing fraud cases experienced fewer rulings in their favor (0 of 5).

Discussion

Ophthalmology lawsuits involving fraud claims occurred in various settings, including malpractice lawsuits, contract cases, and Medicare and Medicaid billing. Defendants were all male and most commonly refractive surgeons.

Private equity in ophthalmology and optometry: a time series analysis from 2012 to 2021

Purpose

To identify temporal and geographic trends in private equity (PE)-backed acquisitions of ophthalmology and optometry practices in the United States from 2012 to 2021.

Methods

In this cross-sectional time series, acquisition data from 10/21/2019 to 9/1/2021 and previously published data from 1/1/2012 to 10/20/2019 were analyzed. Acquisition data were compiled from 6 financial databases, 5 industry news outlets, and publicly available press releases. Linear regression models were used to compare rates of acquisition. Outcomes included number of total acquisitions, practice type, locations, provider details, and geographic footprint.

Results

A total of 245 practices associated with 614 clinical locations and 948 ophthalmologists or optometrists were acquired by 30 PE-backed platform companies between 10/21/2019 and 9/1/2021. Of 30 platform companies, 18 were new vis-à-vis our prior study. Of these acquisitions, 127 were comprehensive practices, 29 were retina practices, and 89 were optometry practices. From 2012 to 2021, monthly acquisitions increased by 0.947 acquisitions per year (P < 0.001*). Texas, Florida, Michigan, and New Jersey were the states with the greatest number of PE acquisitions, with 55, 48, 29, and 28 clinic acquisitions, respectively. Average monthly PE acquisitions were 5.71 per month from 1/1/2019 to 2/29/2020 (pre-COVID), 5.30 per month from 3/1/2020 to 12/31/2020 (COVID pre-vaccine [P = 0.81]), and 8.78 per month from 1/1/2021 to 9/1/2021 (COVID post-vaccine [P = 0.20]).

Conclusions

PE acquisitions increased during the period 2012-2021 as companies continue to utilize regionally focused strategies for acquisitions.

An update on national recommendations for the use of the adjuvanted recombinant zoster vaccine

Background

The adjuvanted recombinant zoster vaccine (RZV), first approved in 2017, has high, long-lasting efficacy against herpes zoster (HZ) and a clinically acceptable safety profile. In addition to the prevention of HZ in adults aged ≥50 years, the non-live RZV can be used from age 18 years in individuals with immunocompromised (IC) conditions. We reviewed the evolving landscape of national recommendations for RZV use.

Methods

National health authority and vaccination committee websites of countries where RZV is approved were searched in March 2022.

Results

Of 41 countries where RZV is licensed, 14 (Australia, Austria, Canada, Czech Republic, Germany, Ireland, Italy, Netherlands, New Zealand, Saudi Arabia, Spain, Switzerland, UK, US) provide national recommendations related to RZV; the majority are preferential to RZV or only recommend RZV. Overall, seven and seven countries recommend immunisation from age 50 years or 60/65 years, respectively. Of the seven countries that recommend immunisation from age 60/65 years, five recommend immunisation in individuals from age 50 years with comorbidities/IC conditions. Five countries recommend immunisation from age 18/19 years in individuals at increased risk of HZ due to immunosuppressive disease/treatment. In addition, six national recommendations refer to RZV safety and nine address prior HZ vaccination and/or infection. All recommendations outlined the RZV administration schedule.

Conclusions

Although national recommendations can inform decision making in clinical practice, RZV recommendations are not available in all licensed countries. The recommendations highlight a trend in favour of the use of RZV for the prevention of HZ in older individuals and those with IC conditions.

Main messages: An increasing number of countries are providing recommendations for the use of RZV for the prevention of HZ in older individuals and those with IC conditions.

Key messages

• An increasing number of countries are providing recommendations for the use of RZV for the prevention of HZ in older individuals.

• An increasing number of countries are providing recommendations for the use of RZV for the prevention of HZ in IC conditions.

The impact of the COVID-19 pandemic on the incidence of herpes zoster

Background

There have been several case reports of herpes zoster (HZ) following COVID-19 disease and vaccination. We conducted a non-systematic literature search to elucidate the global effects of the COVID-19 pandemic on the incidence of HZ.

Methods

The literature search was performed in October 2021 using PubMed and Embase. The search string was herpes zoster AND COVID-19. Publications were manually reviewed; case reports were removed.

Results

Three retrospective studies reported the risk of HZ following COVID-19 disease. One study (Bhavsar, 2021) used two US databases and found higher risk of HZ following COVID-19 disease (relative risk [RR]=1.15) and COVID-19 hospitalisation (RR = 1.21), respectively. A strong association between HZ and COVID-19 disease (RR = 5.27) was also reported in a study of the University of Florida patient registry (Katz, 2021). The third study (Barda, 2021) reported no association between COVID-19 disease and risk of HZ (RR = 0.82). In two of the three observational studies in Israel (Furer, 2021 and Barda, 2021), the incidence of HZ was increased following COVID-19 vaccination. The third study (Shasha, 2021) found no association (RR = 1.07). Other studies included a report in Brazil (Maia, 2021) that demonstrated a 35% increase in HZ diagnoses during the pandemic versus pre-pandemic and a published model (La, 2021) that estimated the declining uptake of recombinant zoster vaccine in the US may result in 63,117 avoidable HZ cases in those who remain unvaccinated in 2021.

Conclusions

Emerging data suggest that the COVID-19 pandemic may have increased the risk of HZ and negatively impacted HZ vaccine uptake. Therefore, there is an important need to increase awareness of HZ and HZ vaccination during the pandemic.

Key messages

• There is a need to increase awareness of HZ and HZ vaccination during the COVID-19 era.

• Further studies are needed to fully understand the impact of COVID-19 on the risk of HZ.

Pulmonary Hypertension in patients with Interstitial Lung Disease: a tool for early detection

Pulmonary hypertension (PH) complicates the treatment of interstitial lung disease (ILD) patients resulting in poor functional status and worse outcomes. Early recognition of PH in ILD is important for initiating therapy and considering lung transplantation. However, no standard exists regarding which patients to screen for PH‐ILD or the optimal method to do so. The aim of this study was to create a risk assessment tool that could reliably predict PH in ILD patients. We developed a PH‐ILD Detection tool that incorporated history, exam, 6‐min walk distance, diffusion capacity for carbon monoxide, chest imaging, and cardiac biomarkers to create an eight‐component score. This tool was analyzed retrospectively in 154 ILD patients where each patient was given a score ranging from 0 to 12. The sensitivity (SN) and specificity (SP) of the PH‐ILD Detection tool and an area‐under‐the‐curve (AUC) were calculated. In this cohort, 74 patients (48.1%) had PH‐ILD. A score of ≥6 on the PH‐ILD Detection tool was associated with a diagnosis of PH‐ILD (SN: 86.5%; SP: 86.3%; area‐under‐the‐curve: 0.920, p < 0.001). The PH‐ILD Detection tool provides high SN and SP for detecting PH in ILD patients. With confirmation in larger cohorts, this tool could improve the diagnosis of PH in ILD and may suggest further testing with right heart catheterization and earlier intervention with inhaled treprostinil and/or lung transplant evaluation.

Driving forces and current trends in private equity acquisitions within ophthalmology

PURPOSE OF REVIEW

Private equity investment in ophthalmology has dramatically increased over the past 20 years. Despite a massive influx in private equity investment in ophthalmology, little is known regarding if and how private equity investment might affect practice behavior. This review seeks to discuss why private equity investment may be expanding in ophthalmology and explore recent data on demographic and billing trends before and after private equity acquisition.

RECENT FINDINGS

Recent publications have identified ophthalmology and optometry practices acquired by private equity from 2012 to 2021. Practice demographics and provider billing habits before and after private equity acquisition were analyzed from 2012 to 2019 and 2012 to 2017, respectively, using Internal Revenue Service, United States Census, and Medicare fee-for-service data.

SUMMARY

Private equity investment in ophthalmology is increasing and may be because of a growing demand from an aging population, fragmented network of healthcare practices, and potential for ancillary billable services. Private equity practices acquired between 2012 and 2019 were mostly in metropolitan areas with higher proportions of private insurance coverage. Ophthalmologists and optometrists in practices acquired between 2012 and 2016 showed increased utilization of diagnostic testing and cataract surgery in the year following private equity acquisition compared with the year prior to private equity acquisition.

The Effect of Sample Medication Use on Subsequent Anti-VEGF Agent Selection for Neovascular Age-Related Macular Degeneration

PURPOSE

Medication samples of anti-VEGF agents can represent a good option for retina specialists to provide timely treatment for newly converted neovascular age-related macular degeneration (nvAMD) while prior-authorizations (PA) are pending. Our study examines the effect of medication sample use (ranibizumab or aflibercept) on future anti-vascular endothelial growth factor (VEGF) agent selection in nvAMD.

DESIGN

Retrospective cohort study.

PARTICIPANTS

nvAMD patients who underwent an initial anti-VEGF injection with a sample medication were compared to nvAMD control patients who never received a medication sample.

METHODS

Charts from 2017 through 2020 were reviewed for data regarding demographics, anti-VEGF agent selection, and visual acuity outcomes for both groups. The utilization of different anti-VEGF agents in each group was compared at various time points using chi-square tests for independence of proportions.

MAIN OUTCOME MEASURES

Anti-VEGF agent selection for the first four injections and at one year were examined.

RESULTS

Adherence to the initial agent was high between first and subsequent injections (2^nd, 3^rd, 4^th injection, and 1 year) in sample (96.2%, 95.9%, 91.9%, 93.4%, respectively), and control groups (98.1%, 94.2%, 94.9%, 87.8%, respectively). Bevacizumab usage was significantly lower among eyes receiving samples relative to controls at the second (1.9% vs. 38.7%, p < .001), third (3.1% vs. 41.3%, p < .001), fourth injections (4.7% vs. 40.4%, p < .001), and at 1 year (0% vs. 33.8%, p < .001). Aflibercept usage was significantly higher in sample eyes relative to controls at the second (78.3% vs. 43.4%, p < .001), third (76.3% vs. 41.5%, p < .001), and fourth injections (76.7% vs. 43.4%, p < .001), and at 1 year (77.0% vs. 52.7%, p < .001).

CONCLUSIONS

Sample medications in nvAMD may be initiated for many reasons, including awaiting PA approval. Our study found that eyes receiving a sample anti-VEGF agent (ranibizumab or aflibercept) for their initial injection were less likely to receive bevacizumab at future visits relative to eyes that did not receive an anti-VEGF sample, even after one year of treatment. Given the persistent use of more expensive medications at subsequent injections for patients who were initiated on samples, insurance payors may consider waiving PA requirements for bevacizumab to avoid a paradoxical increase in health-care costs.

Distinct characteristics of central serous chorioretinopathy according to gender

To investigate the differences in clinical and genetic characteristics between males and females with central serous chorioretinopathy (CSC). Consecutive 302 patients (mean age; 56.3 ± 11.7, male/female: 249/53) with CSC were evaluated on the initial presentation. All CSC patients underwent fluorescein angiography and indocyanine green angiography (FA/ICGA), swept-source or spectral-domain optical coherence tomography (OCT), and fundus autofluorescence (FAF) to confirm a diagnosis. All patients were genotyped for rs800292 and rs1329428 variants of CFH using TaqMan technology. On the initial presentation, female patients were significantly older (p = 2.1 × 10^–4, female 61.6 ± 12.4 vs male 55.1 ± 11.3) and had thinner subfoveal choroidal thickness (p = 3.8 × 10^–5) and higher central retinal thickness (p = 3.0 × 10^–3) compared to males. A descending tract was more frequently seen in males than in females (p = 8.0 × 10^–4, 18.1% vs 0%). Other clinical characteristics were comparable between the sexes. The risk allele frequency of both variants including CFH rs800292 and CFH rs1329428 was comparable between males and females (CFH rs800292 A allele male 51.2% vs female 47.2%, CFH rs1329428 T allele male 56.2% vs 52.8%). On the initial presentation, age, subfoveal choroidal thickness and central retinal thickness differ between males and females in eyes with CSC. A descending tract may be a strong male finding in CSC.

Cost of Ranibizumab Port Delivery System vs Intravitreal Injections for Patients With Neovascular Age-Related Macular Degeneration

Importance

The study team investigated costs associated with the ranibizumab port delivery system (PDS) for neovascular age-related macular (nAMD), an alternative to conventional intravitreal anti-vascular endothelial growth factor (VEGF) injections.

Objective

To investigate costs of intravitreal anti-VEGF injections vs ranibizumab PDS for patients with neovascular AMD (nAMD).

Design, Setting, and Participants

This cost analysis used trial data and Medicare reimbursement rates and included patients with nAMD who were receiving ranibizumab, aflibercept, bevacizumab injections, or ranibizumab PDS.

Main Outcomes and Measures

The number of intravitreal ranibizumab, aflibercept, and bevacizumab injections to break even with costs of ranibizumab PDS. Total direct medical costs over 1 year and 5 years for the ranibizumab PDS arm with refills at fixed 6-month intervals compared with monthly or bimonthly injections were calculated using Medicare rates. Scenario and sensitivity analyses accounted for uncertainty and variation.

Results

The mean (SD) number of ranibizumab, aflibercept, and bevacizumab injections to break even with the cost of ranibizumab PDS with 1 refill was 10.8 (1.3), 9.3 (1.1), and 34.5 (4.2), respectively. Ranibizumab PDS with fixed 6-month refills over 1 year cost $21 016 ($2102). Comparatively, monthly intravitreal ranibizumab cost $1943 (95% CI, -$3047 to $6932; P = .34) more, aflibercept cost $5702 (95% CI, $253-$11 151; P = .04) more, and bevacizumab cost $16 732 (95% CI, -$20 170 to -$13 294, P < .001) less. For bimonthly injections, aflibercept cost $7658 (95% CI, -$11 649.52 to -$3665.61; P = .006) less. Over 5 years, monthly intravitreal ranibizumab projected to cost $25 581 (95% CI, $2275-$48 887; P = .04) more, aflibercept cost $44 374 (95% CI, $18 623-$70 125; P = .008) more, and bevacizumab cost $67 793 (95% CI, -$82 501 to -$53 085; P < .001) less than PDS with fixed refills (mean [SD] cost, $89 218 [$8921]). For bimonthly injections, aflibercept cost $22 422 (95% CI, -$40 287 to -$45,56; P = .03) less. In scenario analyses, ranibizumab PDS with refills as needed offered cost savings compared with real-world intravitreal ranibizumab or aflibercept use at 5 years but not at 1 year.

Conclusions and Relevance

In this cost analysis, ranibizumab PDS with 1 refill cost more than intravitreal ranibizumab or aflibercept injections if less than or equal to approximately 11 or 10 injections, respectively, are required within the first year. Long term, if less than 4.4 and 3.8 injections are needed per refill, intravitreal ranibizumab and aflibercept is lower cost. Ranibizumab PDS costs more than intravitreal bevacizumab injections throughout scenarios.

Economic Evaluation of the Merit-Based Incentive Payment System for Ophthalmologists: Analysis of 2019 Quality Payment Program Data

Importance

The Merit-Based Incentive Payment System (MIPS) is intended to promote high-value health care through quality-related Medicare payment adjustments.

Objective

To assess the economic evaluation of MIPS scoring and reporting on ophthalmologists.

Design, Setting, and Participants

In this retrospective, cross-sectional, multicenter economic evaluation conducted from October 10 to November 30, 2021, MIPS performance and related payment adjustments were evaluated using the US Centers for Medicare & Medicaid Service (CMS) public data files for ophthalmologists. Participants were stratified by reporting affiliation. Analysis of variance and summary statistics were used to characterize and compare total and subcategory MIPS scores and adjustments received by participants. Reported CMS methodology and performance year (PY) 2019 payment percentages were used to estimate payment adjustments for the following categories: positive MIPS adjustment plus potential additional adjustment for exceptional performance, positive MIPS adjustment, neutral payment adjustment, negative MIPS payment adjustment, and maximum negative MIPS payment adjustment. Study participants included ophthalmologists registered for Medicare Part B with participation in the Quality Payment Program (QPP) in PY 2019.

Main Outcomes and Measures

Proportion of ophthalmologists qualifying for payment adjustments and payment adjustments.

Results

For PY 2019, 76.5% of ophthalmologists (13 621) who registered for Medicare participated in the MIPS pathway of the QPP. Ophthalmologists practiced in a predominantly large metropolitan area (12 302; 90.3%). Roughly 99% of participants (11 182) received nonnegative reimbursement adjustments, and 92.6% (10 367) received positive adjustments. Ophthalmologists filing as individuals were less likely to achieve exceptional performance scores compared with those who had a filing category of advanced alternative payment model (APM; odds ratio [OR], 0.0003; 95% CI, 0.00002-0.00481) or group (OR, 0.21013; 95% CI, 0.19020-0.23215). When analyzing participating ophthalmologists with available Medicare payment data (11 193), a total of 8777 (78.4%) achieved exceptional MIPS scores corresponding to mean (SD) adjustments per physician of $244.60 ($217.36) to $4864.78 ($4323.08), or 0.07% ($2 146 835.21 of $3 212 011 252.88) to 1.33% ($42 698 166.89 of $3 212 011 252.88), of the total nondrug Medicare payment.

Conclusions and Relevance

Results of this economic evaluation showed that although 78.4% of ophthalmologists received exceptional positive payment adjustments, roughly 84% (798916 of 954615) of all health care professionals nationally achieved this benchmark. Exceptional MIPS was associated with filing as group or APM, resulting in, on average, a relatively small additional payment per participant; this suggests that ophthalmologists who file as individuals should consider an alternative filing approach. Changes in MIPS methodology may disproportionately affect certain ophthalmologists, which warrants further study.

Utilization of Crowdfunding for Cataract and LASIK Procedures

PURPOSE

To study the nature of crowdfunding campaigns for common ophthalmologic procedures.

METHODS

Cross sectional, retrospective study of campaigns on GoFundMe.com from January 1st, 2021 to July 31st, 2021. All domestic and international campaigns referring to cataract and intraocular lens placement or LASIK procedures, excluding those with non-ophthalmologic conditions or campaigns for multiple conditions. Descriptive analysis of campaigns including condition, country of origin of patient, total and median value raised, total and median value sought, age of the patient, funding goal met, insurance status when possible. Total and median funds raised and sought, international versus domestic campaigns, success rate for campaigns, percent of campaigns involving children, percent of campaigns mentioning insurance.

RESULTS

137 campaigns were identified, 67.9% (93/137) were for cataract and 32.1% (44/137) were for LASIK. 13.1% (18/137) of campaigns were international. 7.3% (10/137) campaigns were successful at reaching funding goals. Of successful campaigns, 70.0% (7/10) were for cataract and 30.0% (3/10) were for LASIK. Total value raised (in USD) was $131,763, where $106,593 was for cataract and $25,170 was for LASIK. The median value sought overall was $5,000, where the median sought for cataract procedures was $5,000 and the median for LASIK was $4,000. The median value raised was $395. 5.8% (8/137) of campaigns mentioned minors. 12.5% (1/8) of campaigns for children or minors successfully met funding goals compared to 7.0% (9/129) adult campaigns. The total funds raised for children or minors was $9,224 with a goal of $41,050. The total funds raised for adults was $122,539 out of a goal of $775,617. 14.6% (20/137) campaigns mentioned insurance coverage, of which 85% (17/20) were for cataract and 15.0% (3/20) were for LASIK. Premium lenses (toric, multifocal, etc.) were mentioned in 1.1% of cataract campaigns (1/93) as being cost prohibitive.

CONCLUSIONS

Crowdfunding is ineffective as a means for patients to raise funds for ophthalmic procedures. The broad range of financial requests within campaigns indicates a large patient knowledge gap in cost for procedures.

Medical Malpractice Lawsuits Involving Urology Trainees

OBJECTIVES

To distinguish the various characteristics of medical malpractice lawsuits involving trainees to prevent future litigation.

METHODS

LexisNexis, an online legal research database containing legal records from the United States, was retrospectively reviewed for malpractice cases involving urology interns, residents, or fellows from January 1, 1988, to December 31, 2020.

RESULTS

A total of 16 cases were included, of which 7 (43.8%) involved urological allegations while 9 (56.2%) involved non-urological allegations. Five of the cases consisting of non-urological adverse outcomes led to mortality. Procedural error was claimed in 12 (75.0%) cases, negligence in 7 (43.8%), delayed evaluation in 6 (37.5%), lack of informed consent of procedure or complications in 5 (31.2.%), failure to pursue treatment in 4 (25.0%), inexperienced trainee in 2 (12.5%), failure to supervise trainee in 2, lack of informed consent of trainee involvement in 1, incorrect diagnosis in 1, and prolonged operative time in 1 case.

CONCLUSIONS

Malpractice education, careful supervision, awareness during perioperative care, and detailed communication between patients and physicians should be highlighted in training programs to improve patient outcomes and mitigate risk of future malpractice.

Using Natural Language Processing to Classify Serious Illness Communication with Oncology Patients

One core measure of healthcare quality set forth by the Institute of Medicine is whether care decisions match patient goals. High-quality "serious illness communication" about patient goals and prognosis is required to support patient-centered decision-making, however current methods are not sensitive enough to measure the quality of this communication or determine whether care delivered matches patient priorities. Natural language processing (NLP) offers an efficient method for identification and evaluation of documented serious illness communication, which could serve as the basis for future quality metrics in oncology and other forms of serious illness. In this study, we trained NLP algorithms to identify and characterize serious illness communication with oncology patients.

Urology Practice Acquisitions by Private Equity Firms from 2011-2021

INTRODUCTION

Private equity firms have recently acquired several large urology practices in the United States. As little is known about these acquisitions, we sought to characterize trends in urology practice consolidation.

METHODS

We compiled urology practice acquisition data via financial databases, news outlets, practice websites, and Internet keyword search for the time period January 1, 2011 through March 15, 2021. For each acquisition, we determined the acquiring group, number of employed urologists, practice locations, and status of ancillary services (pathology, radiology, or surgery centers). We estimated workforce effects based on the 2019 American Urological Association workforce census.

RESULTS

We identified 69 independent practice acquisitions in the study period, including 19 (28.4%) by hospital systems, 7 (10.4%) by multispecialty physician groups, 23 (34.3%) by urology practices, and 20 (29.9%) by private equity-backed platforms. Private equity firms initially targeted large urology practices (mean of 60.8±32.6 urologists) with ownership of ancillary services and consolidated local market share through acquisitions of smaller practices (mean of 15.9±14.5 urologists). As of March 2021, we estimate that 7.2% of private practice urologists in the U.S. were employed by one of 5 private equity-backed platforms; over 25% of all urologists practicing in New Jersey and Maryland are employed by a private equity-backed platform.

CONCLUSIONS

Private equity acquisitions have accelerated to become a dominant form of urology practice consolidation in recent years and have achieved significant market influence in certain regions. Future research should assess the impact of private equity investment on practice patterns, health outcomes, and expenditures.

Competition law and pricing among biologic drugs: the case of VEGF therapy for retinal diseases

Neovascular age-related macular degeneration (AMD) is a progressive eye disease and is a leading cause of vision loss in the Western world. Vascular endothelial growth factor inhibitors have become a mainstay of treatment for this disease. Currently, treatment options include three originator biologics with approvals for neovascular AMD (aflibercept, ranibizumab, and brolucizumab-dbll) and one biologic that is commonly used off-label for the condition (bevacizumab). In the USA, Medicare spending on these drugs consistently surpassed $4 billion per year between 2015 and 2019, driven by high prices and varying off-label use of bevacizumab, which is substantially cheaper than the other biologics used to treat neovascular AMD. In this article, we discuss how legal reform can improve market competition for biologic drugs, using AMD therapies as a case study. We chose this group of drugs for their significant contribution to Medicare spending, the price difference between approved therapies and intravitreal bevacizumab, and because there currently exists a large biosimilar pipeline with many drug candidates in the final stage of development. We propose mechanisms for anticipating and facilitating the market introduction of biosimilars, as well as changes to the pricing model in Medicare that can promote use of cost-effective therapies. Reforms such as empowering Medicare to negotiate drug prices may help ensure that introduction of new biologics and biosimilars for AMD will lower spending and increase patient access.

Impact of Early COVID-19 Pandemic on Common Ophthalmic Procedures Volumes: A US Claims-Based Analysis

PURPOSE

The COVID-19 pandemic has had a profound effect on the delivery of healthcare in the United States and globally. The aim of this study was to evaluate the impact of COVID-19 on common ophthalmic procedure utilization and normalization to pre-pandemic daily rates.

METHODS

Leveraging a national database, Clinformatics™ DataMart (OptumInsight, Eden Prairie, MN), procedure frequencies and daily averages, defined by Current Procedural Terminology codes, of common elective and non-elective procedures within multiple ophthalmology sub-specialties were calculated. Interrupted time-series analysis with a Poisson regression model and smooth spline functions was used to model trends in pre-COVID-19 (January 1, 2018-February 29, 2020) and COVID-19 (March 1, 2020-June 30, 2020) periods.

RESULTS

Of 3,583,231 procedures in the study period, 339,607 occurred during the early COVID-19 time period. Anti-vascular endothelial growth factor injections (44,412 to 39,774, RR 1.01, CI 0.99-1.02; p = .212), retinal detachment repairs (1,290 to 1,086, RR 1.07, CI 0.99-1.15; p = .103), and glaucoma drainage implants/trabeculectomies (706 to 487, RR 0.93, CI 0.83-1.04; p = .200) remained stable. Cataract surgery (61,421 to 33,054, RR 0.77; CI 0.76-0.78; p < .001), laser peripheral iridotomy (1,875 to 890, RR 0.82, CI 0.76-0.88; p < .001), laser trabeculoplasty (2,680 to 1,753, RR 0.79, CI 0.74-0.84; p < .001), and blepharoplasty (1,522 to 797, RR 0.71, CI 0.66-0.77; p < .001) all declined significantly. All procedures except laser iridotomy returned to pre-COVID19 rates by June 2020.

CONCLUSION

Most ophthalmic procedures that significantly declined during the COVID-19 pandemic were elective procedures. Among these, the majority returned to 2019 daily averages by June 2020.

Association of Patient Characteristics With Delivery of Ophthalmic Telemedicine During the COVID-19 Pandemic

Importance

Telemedicine has been shown to have had reduced uptake among historically marginalized populations within multiple medical specialties during the COVID-19 pandemic. An evaluation of health disparities among patients receiving ophthalmic telemedical care during the pandemic is needed.

Objective

To evaluate disparities in the delivery of ophthalmic telemedicine at Massachusetts Eye and Ear (MEE) during the COVID-19 pandemic.

Design, Setting, and Participants

This retrospective, cross-sectional study analyzed clinical visits at a single tertiary eye care center (MEE) from January 1 to December 31, 2020. Patients who had ophthalmology and optometry clinical visits at the MEE during the study period were included.

Exposures

Telemedicine vs in-person clinical encounters.

Main Outcomes and Measures

Variables associated with use of ophthalmic telemedicine during the study period.

Results

A total of 2262 telemedicine ophthalmic encounters for 1911 patients were included in the analysis. The median age of the patients was 61 (interquartile range, 43-72) years, and 1179 (61.70%) were women. With regard to race and ethnicity, 87 patients (4.55%) identified as Asian; 128 (6.70%), as Black or African American; 23 (1.20%), as Hispanic or Latino; and 1455 (76.14%), as White. On multivariate analysis, factors associated with decreased receipt of telemedical care included male sex (odds ratio [OR], 0.86; 95% CI, 0.77-0.96), Black race (OR, 0.69; 95% CI, 0.56-0.86), not speaking English (OR, 0.63; 95% CI, 0.48-0.81), educational level of high school or less (OR, 0.83; 95% CI, 0.71-0.97), and age (OR per year of age, 0.99; 95% CI, 0.989-0.998). When comparing telephone- and video-based telemedicine visits, decreased participation in video-based visits was associated with age (OR per year of age, 0.96; 95% CI, 0.94-0.98), educational level of high school or less (OR, 0.54; 95% CI, 0.29-0.99), being unemployed (OR, 0.28; 95% CI, 0.12-0.68), being retired (OR, 0.22; 95% CI, 0.10-0.42), or having a disability (OR, 0.09; 95% CI, 0.04-0.23).

Conclusions and Relevance

The findings of this cross-sectional study, though limited to retrospective data from a single university-based practice, suggest that historically marginalized populations were less likely to receive ophthalmic telemedical care compared with in-person care during the first year of the COVID-19 pandemic in the US. Understanding the causes of these disparities might help those who need access to virtual care.

The combination therapy of subtenon triamcinolone acetonide injection and intravitreal brolucizumab for brolucizumab-related intraocular inflammation

RATIONALE

Brolucizumab is a novel anti-vascular endothelial growth factor agent with clinical trials demonstrating excellent efficacy for neovascular age-related macular degeneration (AMD) in both visual and anatomic outcomes. However, there is concern of intraocular inflammation (IOI), and we propose concurrent subtenon triamcinolone acetonide (STTA) to prevent IOI.

PATIENT CONCERN

A 73-year-old man was treated with aflibercept for neovascular AMD in his right eye. Despite 11 months of monthly intravitreal aflibercept injections, optical coherence tomography demonstrated persistent exudation. Ten days following his second brolucizumab injection, the patient presented with decreased vision due to vitritis in his right eye.

DIAGNOSIS

Brolucizumab-related IOI in neovascular AMD refractory to aflibercept.

INTERVENTIONS

A combination therapy involving of intravitreal brolucizumab and STTA.

OUTCOMES

The anti-vascular endothelial growth factor inhibitor was changed back to aflibercept; however, exudation persisted. Therefore, a combination therapy involving STTA (5 mg/0.5 mL) and intravitreal injection of brolucizumab (6.0 mg/0.05 mL) was performed to treat the exudation and as prophylaxis to recurrent IOI. Combination therapy achieved no recurrent IOI and resolution of exudation with 8-week treatment intervals.

LESSONS

This case might indicate that STTA is not only an optimal treatment option for brolucizumab-related IOI but also a preventive agent for this condition.

102 Peer Teaching in Hip Fracture: Responding to the Medical Needs of Surgical Patients and Educational Needs of Junior Doctors

Introduction

Fractured Neck of Femur (FNOF) patients are complex. A mortality project identified topics for a peer-led teaching programme.

Method

Eight bite-sized case-based sessions were devised, to provide a framework to approach the following topics: Anaemia, delirium/dementia, ECG abnormalities, metastatic cancer, osteoporosis, renal disease, respiratory disease, and vascular complications. Attendees were asked to complete pre- and post- teaching programme questionnaires using a Likert Scale to indicate agreement with statements relating to the topic areas chosen (1=strongly disagree and 5=strongly agree).

Result

Pre-programme questionnaire: respondents were neutral (average 3.04) when asked whether topic areas were currently “well managed”. Attendees lacked confidence, indicating preparedness as neutral (average 3.35). Trainees agreed that they would benefit from teaching (average 4.56).

Post-programme questionnaire: increased confidence was reported when considering preparedness (average 4.3). Attendees felt the teaching programme was “accessible” and the “topics well-chosen”. 100% of attendees regarded the teaching as ‘excellent’ or ‘very-good’.

Conclusions

Matching patient needs to an educational programme is important.

The “bite-sized” nature of the programme paired with case-based learning increased confidence. A peer-led teaching programme is a positive response to themes emerging from morbidity and mortality reviews.

Cost and Outcomes Analysis of Polypoidal Choroidal Vasculopathy (Aneurysmal Type 1 Neovascularization) Treatment Strategies

Purpose:

This work compares the relative cost utility of ranibizumab and aflibercept with and without verteporfin photodynamic therapy (vPDT) for the treatment of polypoidal choroidal vasculopathy.

Methods:

A retrospective cost and outcomes analysis of the PLANET (Efficacy and Safety of Intravitreal Aflibercept for Polypoidal Choroidal Vasculopathy) and EVEREST II (Efficacy and Safety of Ranibizumab With or Without Verteporfin Photodynamic Therapy for Polypoidal Choroidal Vasculopathy) studies was performed. Clinical utilization and outcomes were based on data from these clinical trials, and costs were obtained from Medicare fee schedules. Cost utility was derived from published visual outcomes and expressed as quality-adjusted life-years (QALYs). Cost per QALY and cost per line of vision gained for each treatment strategy (in US dollars) were assessed as the main outcome measure.

Results:

The 1-year facility (nonfacility) costs per QALY were $295,744.41 ($260,088.19), $209,574.09 ($182,831.77), $211,072.63 ($188,425.33), and $212,275.22 ($189,703.05) for ranibizumab as-needed monotherapy, ranibizumab as-needed with combination therapy, aflibercept monotherapy, and aflibercept with delayed vPDT combination therapy, respectively.

Conclusions:

Ranibizumab as-needed monotherapy was the least clinically effective and least cost efficient over 1 year. Ranibizumab as-needed with combination therapy, aflibercept monotherapy, and aflibercept with deferred vPDT combination therapy all had similar overall cost utility at 1 year. If bevacizumab were to be substituted for ranibizumab, the cost per QALY could be reduced by approximately a factor of 5, showing the benefit of bevacizumab for increasing the cost utility of polypoidal choroidal vasculopathy treatment.

DOCUMENTATION OF A NEW CHOROIDAL NEVUS

PURPOSE

To describe the occurrence of an acquired choroidal nevus in a 73-year-old white man.

METHODS

Case report.

RESULTS

A 73-year-old white man was referred for an evaluation and treatment of macular changes in his left eye consistent with pachychoroid neovasculopathy. Baseline funduscopic examination and color fundus photographs showed two small peripheral choroidal nevi in the right eye and a single small choroidal nevus in the far temporal macula of the left eye. Treatment with intravitreal aflibercept was initiated in the left eye on a treat-and-extend dosing regimen. Approximately 1 year later, a new pigmented choroidal lesion was detected in the left macula in an area where previous high-resolution color fundus photographs had shown no abnormal pigmentation. Swept-source optical coherence tomography of the new pigmented lesion showed flat hyperreflectivity within the inner choroid consistent with a small choroidal nevus. The patient was referred to his internist who found no evidence of an occult malignancy. Over the course of more than 4 additional years of continuous follow-up, the new choroidal nevus remained stable, no new fundus abnormalities were detected in either eye, and the patient remained medically stable.

CONCLUSION

To the best of our knowledge, this is the first documented case of a new choroidal nevus. Multimodal imaging performed before lesion detection and over the ensuing 4 years showed its stability, thus allowing for the conclusion that it was a benign choroidal nevus rather than a neoplastic or paraneoplastic process.

The Impact of International Pricing Index Models on Anti-Vascular Endothelial Growth Factor (VEGF) Drug Costs in the United States

OBJECTIVE

To evaluate the impact of three international pricing index models on Medicare Part B spending for intravitreal anti-vascular endothelial growth factor (VEGF) drugs Design: Cost analysis Methods: U.S. and international sales data from the Multinational Integrated Data Analysis (MIDAS) database was used with data from the U.S. Centers for Medicare and Medicaid Services (CMS) to calculate Medicare Part B spending on anti-VEGF drugs Main Outcome: Medicare Part B expenditures of anti-VEGF drugs under various international pricing index models Results: Total Medicare Part B savings was greatest (75%) under the "most favored nation" proposal to peg the U.S. price to the lowest international price. Under the "most favored nation" proposal, prices of aflibercept are reduced from $1825.80 to $507.17, bevacizumab from $74.39 to $27.55, and ranibizumab (3 units or 0.3mg) from $1057.08 to $99.72.

CONCLUSION

International pricing index models are one of many pricing strategies that could lead to savings in Medicare Part B costs.

Single-Blind and Double-Blind Peer Review: Effects on National Representation

Purpose: To assess whether the type of peer-review (single-blinded vs double-blinded) has an impact on nationality representation in journals.Methods: A cross-sectional study analyzing the top 10 nationalities contributing to the number of articles across 16 ophthalmology journals.Results: There was no difference in the percentage of articles published from the journal's country of origin between the top single-blind journals and double-blind journals (SB = 42.0%, DB = 26.6%, p = .49), but there was a significant difference between the percentage of articles from the US (SB = 48.0%, DB = 22.8%, p = .02). However, there was no difference for both country of origin (SB = 38.0%, DB = 26.6%, p = .43) and articles from the US (SB = 35.0%, DB = 22.8%, p = .21) when assessing the top eight double-blind journals matched with single-blind journals of a similar impact factor. The US (n = 16, 100%) and England (n = 16, 100%) most commonly made the top 10 lists for article contribution. This held true even for journals established outside the United States (US=11/12, England = 11/12).Conclusions: There was no significant difference in country-of-origin representation between single-blind journals and double-blind journals. However, higher income countries contributed most often to the journals studied even among journals based outside the US.

Ophthalmic Emergency Department Visits: Factors Associated With Loss to Follow-up

PURPOSE

To describe follow-up rates for patients referred for outpatient ophthalmic care after emergency department (ED) discharge and identify patient and visit characteristics associated with loss to follow-up (LTFU).

DESIGN

Single-institution retrospective cohort study.

METHODS

We analyzed the medical records of 2,206 patients seen in the ED for an eye-related issue who were subsequently scheduled for ophthalmology follow-up between 2013 and 2019 at a single tertiary health system. The main outcome measures were the frequency of and risk factors for LTFU and ED revisits.

RESULTS

In total, 1,649 (74.8%) patients completed follow-up within 2 months of an index ED visit. In multivariable analysis, younger age (P < .001), a nonurgent ophthalmic condition or nonophthalmic primary diagnosis (P < .001), scheduled follow-up >5 days after the ED visit (P < .001), additional follow-up appointments (<.001), no prior history of ophthalmology appointments (P = .045), a visual acuity of 20/40 or better (P = .027), and having Medicaid or being uninsured (P < .001) were significantly associated with LTFU. The presence of an interpreter significantly increased the likelihood of follow-up among non-English speaking patients (P < .001). LTFU was significantly associated with an ED revisit within 4 months of an index visit, and the ED revisit rate was significantly higher for patients LTFU vs those who completed follow-up (5.7% vs 1.1%; P < .001).

CONCLUSIONS

A quarter of patients referred for ophthalmic care after an ED presentation were LTFU. We identified numerous factors associated with LTFU that could be used to develop interventions to enhance follow-up. In addition, patients who were LTFU were more likely to revisit the ED for the same ophthalmic condition.