Exploring Patient Demographics and Presence of Retinal Vascular Disease in Paracentral Acute Middle Maculopathy.

PURPOSE: To investigate the sociodemographic profile, the association with retinal vascular diseases (RVD) and systemic comorbidities, and visual outcomes of patients with paracentral acute middle maculopathy (PAMM) in a large, ethnically diverse single-center cohort. DESIGN: Retrospective cohort study. METHODS: Electronic health record query for all patients presenting with PAMM at Moorfields Eye Hospital, London, was completed. Detailed demographic, clinical, and systemic information were collected and analyzed. RESULTS: A total of 78 eyes of 78 patients with confirmed PAMM were included in the study. Forty patients (51.3%) presented with no RVD, 20 patients (25.6%) with retinal vein occlusion (RVO), 16 patients (20.5%) with retinal artery occlusion (RAO), and 2 patients (2.6%) with concomitant RAO and RVO. Patients with PAMM+RAO were older than those with RVO (P = .02) and more likely to have a history of major adverse cardiovascular events (MACE) (P = .01), with a significantly worse presenting best corrected visual acuity (BCVA) (20/50) compared to patients with RVO (P = .02) and no RVD (P < .001). Individuals with isolated PAMM had a significantly higher prevalence of previous MACE (P = .04) and sickle cell disease (SCD) (P = .04) compared to those with RVO. At the last follow-up, 64 patients (85.3%) had a good BCVA (>20/32). CONCLUSIONS: The significant association of PAMM with RVD supports the hypothesis of an ischemic etiology. Individuals with isolated PAMM had a higher prevalence of MACE and SCD. Thus, it is important to prompt immediate referral for a comprehensive systemic evaluation. Across the whole cohort, PAMM was associated with good BCVA improvement during follow-up, indicating a good visual prognosis.

Baseline characteristics of eyes with early residual fluid post loading phase of aflibercept therapy in neovascular AMD: PRECISE study report 3.

PURPOSE: To compare the baseline characteristics in patients with and without early residual fluid (ERF) after aflibercept loading phase (LP) in patients with treatment naïve neovascular age related macular degeneration (nAMD). METHODS: Patients with nAMD initiated on LP of three intravitreal aflibercept doses were recruited from December 2019 to August 2021. Baseline demographic and OCT features associated with any ERF were analysed using Generalised Estimating Equations to account for inter-eye correlation. Receiver operating characteristic (ROC) curve was performed for selection of CST threshold. RESULTS: Of 2128 patients enrolled, 1999 eyes of 1862 patients with complete data were included. After LP, ERF was present in 1000 (50.0%), eSRF in 746(37.3%) and eIRF in 428 (21.4%) eyes. In multivariable analysis of baseline features, eyes with increased central subfield thickness (CST) (OR 1.31 per 100 microns increase [95% CI 1.22 to 1.41]; P < 0.001), eyes with IRF and SRF at baseline (1.62 [95% CI 1.17 to 2.22]; P = 0.003), and those with SRF only (OR 2.26 [95% CI 1.59 to 3.20]; P < 0.001) relative to IRF only were determinants of ERF. CST ≥ 418 microns had 57% sensitivity and 58% specificity to distinguish ERF from no ERF at visit 4. CONCLUSION: On average, 50% of eyes have ERF after aflibercept LP. Clinically relevant baseline determinants of ERF include CST ≥ 418 µ and presence of only SRF. These eyes may require further monthly treatment before extending treatment intervals.

Management of Hand and Wrist Injuries in NCAA Division I Football Players From a Single Institution: Factors Associated With Epidemiology, Surgical Intervention, and Return to Play.

Background: Upper extremity injuries account for approximately 16.9% of football injuries in the National Collegiate Athletic Association (NCAA). Purpose: To determine the epidemiology, management, and outcomes of hand/wrist injuries in collegiate football athletes so as to identify factors associated with surgical intervention and delayed return to play (RTP). Study Design: Descriptive epidemiology study. Methods: We retrospectively reviewed hand/wrist injuries that occurred within a single NCAA Division I football team from January 1, 2003, to December 31, 2020. Data analyzed included player position, college seniority, injury characteristics, injury management, surgical procedures performed, and timing of RTP. A univariate analysis was performed to identify factors associated with increased risk for surgical intervention and delayed (>21 days) RTP after hand and wrist injury in this cohort. Results: Overall, 124 patients with 168 hand/wrist injuries were identified (9.9 wrist/hand injuries per year). Sprain of the thumb metacarpophalangeal (MCP) joint ulnar collateral ligament (UCL) was the most common diagnosis (19.6%). Surgery was required in 22% of injuries, with injury of the UCL of the thumb MCP joint (8/37) being the most common indication. Injuries occurring during competitive games (odds ratio = 4.29; 95% CI, 1.2-15.9) were associated with an increased risk for surgery. Most (70%) injuries did not lead to time missed from football, whereas the remaining 30% resulted in an average of 33 ± 36 days missed. Conclusion: Over 17 athletic seasons, the annual incidence of hand and wrist injury in these NCAA Division I football players was 9.9 injuries per year, with 22% requiring surgical treatment. Injury to the UCL of the thumb MCP joint was the most common injury and indication for surgery, and 30% of injuries resulted in approximately 1 month lost. Injuries sustained in games were associated with operative management and delayed RTP.

Indications for replantation and factors that predict success.

Since the advent of replantation techniques, there has been uneven progress in terms of success-even considering whether success is defined as continued perfusion of the digit or long term functional outcomes. Early enthusiasm and success have not been maintained despite increasing familiarity with microsurgical techniques and greater understanding of how to optimize outcomes for the individual components of replantation such as tendon repair, nerve repair, and osteosynthesis. Practitioners participating in the care of patients undergoing replantation should be familiar with the history and current understanding of both the indications and contraindications for the procedure, post-operative rehabilitation, and factors contributing to functional outcomes. A review of the literature from the first publications on the topic demonstrates evolution in practice and understanding of which patients should be indicated for replantation. Indications can be considered in three broad categories: injury factors, patient factors, and care context factors. These factors intersect with one another and can inform the surgeon pre-operatively regarding the most likely outcome for a given patient. This insight is critical to discuss pre-operatively with the patient in order to make a shared decision about how to manage their injury.

Outcomes of anti-VEGF treatment for macular edema secondary to central retinal vein occlusion in patients with poor baseline visual acuity.

OBJECTIVE: To report the visual outcomes of intravitreal anti-vascular endothelial growth factor (anti-VEGF) treatment for macular edema secondary to central retinal vein occlusion (CRVO) in patients with baseline visual acuity of ≤23 ETDRS letters vision. DESIGN: Retrospective observational cohort study. METHODS: This is a single-institution study. A total of 173 eyes from 173 patients who had completed 3 consecutive monthly anti-VEGF injections for macular edema secondary CRVO and best-corrected visual acuity (BCVA) ≤23 ETDRS letters were included. The main outcome measures were visual acuity at month 3 and month 12. RESULTS: At month 3, BCVA increased to 34.1 ETDRS letters (95% CI, 30.7-37.5), with a gain of 25.0 letters (95% CI, 22.0-28.5; p < 0.001). The mean central subfield thickness decreased by 519 µm (95% CI, 475.5-567.0; p < 0.001). Most patients (67.6%) gained >15 ETDRS letters. A total of 160 patients were followed up for 12 months, and the mean BCVA was 31.2 ETDRS letters (95% CI, 27.5-34.9) at the end of this period. A third of eyes that did not respond (<5-letter gain) after a single injection experienced a 15-letter or more improvement after 3 consecutive injections. CONCLUSIONS: Anti-VEGF treatment in eyes with CRVO and poor baseline visual acuity results in significant visual improvement, and moderate improvement is still noted despite a poor response after a single injection.

Eyes and the heart: what a clinician should know.

The eye is prone to various forms of afflictions, either as a manifestation of primary ocular disease or part of systemic disease, including the cardiovascular system. A thorough cardiovascular examination should include a brief ocular assessment. Hypertension and diabetes, for example, would present with retinopathy and dyslipidaemia would present with corneal arcus. Multisystem autoimmune diseases, such as Graves' disease, rheumatoid arthritis and sarcoidosis, would present with proptosis, episcleritis and scleritis, respectively. Myasthenia gravis, while primarily a neuromuscular disease, presents with fatigable ptosis and is associated with Takotsubo cardiomyopathy and giant cell myocarditis. Connective tissue diseases such as Marfan syndrome, which commonly presents with aortic root dilatation, would be associated with ectopia lentis and myopia. Wilson's disease, which is associated with arrhythmias and cardiomyopathies, would present usually with the characteristic Kayser-Fleischer rings. Rarer diseases, such as Fabry disease, would be accompanied by ocular signs such as cornea verticillata and such cardiac manifestations include cardiac hypertrophy as well as arrhythmias. This review examines the interplay between the eye and the cardiovascular system and emphasises the use of conventional and emerging tools to improve diagnosis, management and prognostication of patients.

Shoulder Surgery Google Search Trends during the COVID-19 Pandemic.

The Coronavirus disease 2019 (COVID-19) pandemic has strained many healthcare systems. Google Trends is a tool that provides information on online interest in selected keywords and topics over time. The purpose of this study is to describe the effect of the COVID-19 pandemic on online interest in elective shoulder pathology. Online search pattern data were obtained via Google Trends from November 2019 to November 2020 using the search terms 'orthopedic surgery' and 'shoulder pathology' search terms. Relative search volume index (SVI) graphs were generated from this data and the 7-day average of new COVID-19 cases in the United States. Orthopaedic surgery and shoulder pathology search trends decreased during March 2020 with a sudden rise in the 7-day average of new COVID-19 cases. After March 2020, orthopaedic surgery and shoulder pathology search terms approached pre-COVID-19 pandemic values despite continued increases in the 7-day average of new COVID-19 cases. (Journal of Surgical Orthopaedic Advances 32(1):014-016, 2023).

Harms Reporting in Randomized Controlled Trials Underpinning the American Academy of Orthopaedic Surgeons Clinical Practice Guidelines for Distal Radius Fractures.

PURPOSE: The purpose of this study was to measure the harms-related reporting among randomized controlled trials (RCTs) cited as supporting evidence for the American Academy of Orthopaedic Surgeons clinical practice guidelines regarding the management of distal radius fractures. METHODS: We adhered to the guidance for reporting metaresearch and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines throughout the course of this investigation. We used the American Academy of Orthopaedic Surgeons clinical practice guidelines for distal radius fractures available on Orthoguidelines.org. A linear regression analysis was conducted to model the relationship between the year of publication and the total Consolidated Standards of Reporting Trials percentage adherence over time. RESULTS: Thirty-five RCTs were included in the final sample. The average number of Consolidated Standards of Reporting Trials Extension for Harms items adequately reported across all included RCTs was 9.2 (9.2/18, 50.9%). None of the included trials adequately reported all 18 items. Ten items had a compliance of more than 50% (10/18, 55.6%), 4 items had a compliance of 20%-50% (4/18, 22.2%), and 4 items had a compliance of less than 20% (4/18, 22.2%). The results of the linear regression model showed no significant improvement in Consolidated Standards of Reporting Trials Harms reporting over time. CONCLUSIONS: Adverse events are incompletely reported among RCTs cited as supporting evidence for American Academy of Orthopaedic Surgeons clinical practice guidelines for the management of distal radius fractures. CLINICAL RELEVANCE: Given our findings, specific attention should be paid to improving the standardization of the classification of adverse events to facilitate ease in the reporting process.

Lunate Revascularization With Temporary Internal Radiocarpal Spanning Fixation for Kienböck Disease.

BACKGROUND: The goal in the treatment of stages II and III Kienböck disease is to restore lunate vascularity and halt the progression of avascular necrosis. METHODS: We report the outcomes for patients with stages II and III Kienböck disease treated with fourth extensor compartment artery vascularized bone grafting and temporary radiocarpal spanning internal fixation. Nine patients with a mean age of 28.8 years were included. Mean clinical and radiographic follow-up were 4.9 and 1.9 years, respectively. RESULTS: Six patients had no change in Lichtman stage, 2 patients regressed 1 stage, and 1 patient progressed 1 stage. Mean postoperative quick disabilities of the arm, shoulder, and hand (QuickDASH) was 17.4. Mean postoperative visual analogue pain scale (VAS) was 1.8. Patients under age 25 trended toward improved clinical outcomes compared with patients over age 25. Two patients, aged 33 and 65, underwent proximal row carpectomy at a mean 30.5 months postoperatively. CONCLUSIONS: In conclusion, the use of local vascularized bone graft with temporary internal radiocarpal spanning fixation provides a treatment option with outcomes comparable to existing literature with benefits inherent to internal immobilization.

RETINAL NONPERFUSION IN THE EARLY TREATMENT DIABETIC RETINOPATHY STUDY SEVEN FIELDS COMPARED WITH WIDEFIELD FLUORESCEIN ANGIOGRAPHY: Correlation and Use of Extrapolation Factor.

BACKGROUND: In previous landmark studies on central retinal vein occlusion, retinal nonperfusion assessments were obtained using 7-field (7F) angiography. The widespread current use of widefield imaging allows better visualization of the peripheral retina and more comprehensive estimation of the total area of nonperfusion. The relationship between nonperfusion measurement of 7F and widefield angiography (WFA) in central retinal vein occlusion has not been studied. We aim to identify the correlation of retinal nonperfusion measured within the 7F and on WFA in eyes with central retinal vein occlusion. METHODS: Retinal nonperfusion in participants with central retinal vein occlusion was determined using a 7F Early Treatment Diabetic Retinopathy Study template and the concentric rings method. RESULTS: A total of 153 eyes were included. Pearson correlation test showed a near-perfect positive, linear correlation between the nonperfusion found in the 7F and total retinal nonperfusion on WFA (0.985 95% CI [0.793, 0.999]) The regression line equation for nonperfusion on 7F and WFA was y = 37 + 3.2x. Eyes with 0 disk areas (DA), >0 DA to 10 DA and >10 DA of nonperfusion on 7-fields had on average 23 DA 95% CI (19.20, 27.06), 45 DA 95% CI (35.75, 55.18), and 115 DA 95% CI (88.89, 142.05) on widefield respectively. CONCLUSION: There is a positive and linear relationship between nonperfusion measured by 7F and WFA in central retinal vein occlusion with more than 3-times the amount of nonperfusion identified on WFA. Despite <10 DA no areas of nonperfusion on 7F, there is typically at least 35 DA of nonperfusion on WFA whereas eyes with >10 DA of nonperfusion on 7F had at least 88 DA on WFA.

Species interactions constrain adaptation and preserve ecological stability in an experimental microbial community.

Species loss within a microbial community can increase resource availability and spur adaptive evolution. Environmental shifts that cause species loss or fluctuations in community composition are expected to become more common, so it is important to understand the evolutionary forces that shape the stability and function of the emergent community. Here we study experimental cultures of a simple, ecologically stable community of Saccharomyces cerevisiae and Lactobacillus plantarum, in order to understand how the presence or absence of a species impacts coexistence over evolutionary timescales. We found that evolution in coculture led to drastically altered evolutionary outcomes for L. plantarum, but not S. cerevisiae. Both monoculture- and co-culture-evolved L. plantarum evolved dozens of mutations over 925 generations of evolution, but only L. plantarum that had evolved in isolation from S. cerevisiae lost the capacity to coexist with S. cerevisiae. We find that the evolutionary loss of ecological stability corresponds with fitness differences between monoculture-evolved L. plantarum and S. cerevisiae and genetic changes that repeatedly evolve across the replicate populations of L. plantarum. This work shows how coevolution within a community can prevent destabilising evolution in individual species, thereby preserving ecological diversity and stability, despite rapid adaptation.

Visual Outcomes Associated With Patterns of Macular Edema Resolution in Central Retinal Vein Occlusion Treated With Anti-Vascular Endothelial Growth Factor Therapy: A Post Hoc Analysis of the Lucentis, Eylea, Avastin in Vein Occlusion (LEAVO) Trial.

IMPORTANCE: It is unclear how visual outcomes vary between patterns of macular edema (ME) resolution in eyes with central retinal vein occlusion (CRVO). OBJECTIVE: To assess best-corrected visual acuity (BCVA) outcomes at 100 weeks based on macular fluid resolution patterns by 52 and 100 weeks among patients receiving anti-vascular endothelial growth factor therapy for CRVO-related ME. DESIGN, SETTING, AND PARTICIPANTS: Post hoc analysis of the prospective, 3-arm, double-masked, randomized noninferiority trial Lucentis, Eylea, Avastin in Vein Occlusion (LEAVO), which evaluated intravitreal aflibercept (2.0 mg/0.05 mL), bevacizumab (1.25-mg/0.05 mL), or ranibizumab (0.5 mg/0.05 mL) over 100 weeks in adult patients (18 years and older) with CRVO-related ME with BCVA Early Treatment Diabetic Retinopathy Study (ETDRS) letter score of 19 to 78 in the study eye (approximate Snellen equivalent, 20/400 to 20/32, respectively) from December 2014 to December 2016 at 44 UK National Health Service ophthalmology departments. A total of 140 of 154 eyes were randomized to aflibercept, 144 of 154 randomized to bevacizumab, and 141 of 155 randomized to ranibizumab. Data were analyzed from January 2019 to March 2019. EXPOSURES: Persistent ME included eyes with central subfield thickness (CST) 320 µm or greater, and persistently dry macula (no ME) included eyes with CST less than 320 µm at 52 and 100 weeks. Recurrent ME included eyes that did not meet the criteria for persistently dry or wet. If CST was missing, the closest intervening visit was carried forward. MAIN OUTCOMES AND MEASURES: Adjusted mean BCVA at 100 weeks. RESULTS: The mean (SD) age of the 425 included participants was 69.2 (12.7) years, and 243 participants (57.2%) were men. A total of 425 eyes from 425 participants were included. By 100 weeks, 117 eyes (28.5%) were persistently dry, 44 (10.7%) were persistently wet (with ME), and 250 (60.8%) had recurrent ME. Persistent ME at 100 weeks was associated with worse VA compared with dry macula (adjusted difference, -10.98 ETDRS letters; 95% CI, -16.19 to -5.76; P < .001) and recurrent ME (adjusted difference, -5.39 letters; 95% CI, -10.15 to -0.64; P = .03). By 52 weeks, individuals with persistent ME also had poorer 100-week BCVA compared with individuals with dry macula (adjusted difference, -7.39; 95% CI, -11.72 to -3.05; P < .001) and recurrent ME (adjusted difference, -3.92; 95% CI, -8.05 to 0.20; P = .06). By 100 weeks, more eyes treated with bevacizumab had persistently wet macula than those treated with aflibercept (26 of 140 [18.6%] vs 7 of 134 [5.2%]; difference, 13.3%; 95% CI, 5.9 to 20.8; P < .001) or ranibizumab (11 of 137 [8%]; difference, 10.5%; 95% CI, 2.7 to 18.4; P = .01). CONCLUSIONS AND RELEVANCE: These findings suggest that attempts should be made to maintain persistently fluid-free macula for optimal visual acuity outcomes.

Long-term follow-up of a case of posterior microphthalmos (PRSS56) with hyperautofluorescent retinal pigment epithelial deposits.

PURPOSE: To report a case of posterior microphthalomos (PM) related to PRSS56 gene mutation with long term follow up with multimodal imaging findings. METHODS: Single retrospective case report. RESULTS: A 43-year old male patient presented in 2009 with bilateral reduced vision. Clinical examination and multimodal imaging showed features consistent with posterior microphthalmos with prominent bilateral horizontal papillomacular retinal folds. Posterior pole hyperautofluorescent RPE deposits were present. Gradual worsening of visual acuity and rod and cone photoreceptor function more so on the left was demonstrated during the 8 years of follow up. CONCLUSION: Hyperautofluorescent RPE deposits may occur in patients with posterior microphthalmos and such patient's may experience only gradual disease progression over long term follow up.

Outcomes following implementation of a high-volume medical retina virtual clinic utilising a diagnostic hub during COVID-19.

BACKGROUND: To describe the clinical outcomes following implementation of a high-volume medical retina virtual clinic utilising a diagnostic hub. METHODS: Retrospective consecutive case-series of all patients attending the medical retina virtual clinics at Moorfields Eye Hospital (City Road) for 6 weeks from September 21, 2020. RESULTS: In 6 weeks, 1006 patients attended the medical retina virtual clinics, which included an appointment in the diagnostic hub followed by an assessment asynchronously the following working day. The vast majority of patients were follow-up attendances (969, 96.3%) with much fewer new patient attendances (37, 3.7%). The most common diagnoses made overall were diabetic retinopathy (457, 45.4%), age-related macular degeneration (208, 20.7%) and retinal vein occlusion (80, 8.0%). The majority of patient (643, 63.9%) outcomes were follow-up in the medical retina virtual clinics including 313 (31.1%) with OCT-only pathway and 330 (32.8%) with OCT and widefield fundus imaging. Routine follow-up requested after virtual assessment included 320 (31.8%) with a 3-4 month review and 267 (26.5%) with a 6 months assessment. Only 62 patients (6.2%) were asked to return for face-to-face assessment within 2 weeks. CONCLUSIONS: We describe a new high-volume medical retina virtual clinic utilising a diagnostic hub in which more than 1000 patients were seen and assessed asynchronously. Most patients were assessed as suitable for routine follow-up in this virtual pathway and only a small proportion required urgent reviews (within 2 weeks). In the COVID-19 era, this form of high-volume virtual clinic has the potential to review patients efficiently and safely.

The clinical relevance of ultra-widefield angiography findings in patients with central retinal vein occlusion and macular oedema receiving anti-VEGF therapy.

AIMS: To report, using ultra-widefield angiography (UWFA) the area, distribution, and change in retinal capillary nonperfusion (RCNP) at baseline and 100 weeks in eyes with central retinal vein occlusion (CRVO) receiving anti-VEGF for macula oedema. METHODS: Prospective longitudinal multi-centre cohort study. Adults with CRVO treated with anti-VEGF therapy for macular oedema underwent UWFA at baseline and week-100. The area, distribution, and change in total, peripheral and posterior pole RCNP were determined. RESULTS: Of 153 eyes at baseline, mean area of RCNP was 34.3DA and 12 (7.8%) had ≥75DA RCNP. More than 10DA RCNP was present in the temporal periphery in 75.8% of eyes vs. 10.5% in the nasal periphery. At week-100, mean RCNP was 42.1DA with a median change from baseline of 3.3DA 95% CI [0.4, 7.3]; p < 0.01. Of 146 eyes with ≤10DA of posterior pole RCNP at baseline, 16/146 (11.0%) progressed to >10DA at week-100. These eyes had a median increase in total RCNP of 69.7DA [95% CI 27.2-85.4] vs 0DA [0.0-1.4]; p < 0.001 for those who did not, and two developed neovascular glaucoma. Larger baseline area of RCNP and history of glaucoma were risk factors for posterior pole RCNP developing. CONCLUSIONS: With UWFA, significant baseline RCNP was identified in the majority of CRVO patients, notably in the temporal periphery, but large increases over 100 weeks were uncommon. Development of >10DA posterior pole RCNP is a marker for widespread RCNP and in such cases the risk of anterior segment neovascularisation is not abolished by concomitant anti-VEGF therapy.

Single Versus Dual Headless Compression Screw Fixation of Scaphoid Nonunions: A Biomechanical Comparison.

BACKGROUND: Management of scaphoid nonunions with bone loss varies substantially. Commonly, internal fixation consists of a single headless compression screw. Recently, some authors have reported on the theoretical benefits of dual-screw fixation. We hypothesized that using 2 headless compression screws would impart improved stiffness over a single-screw construct. METHODS: Using a cadaveric model, we compared biomechanical characteristics of a single tapered 3.5- to 3.6-mm headless compression screw with 2 tapered 2.5- to 2.8-mm headless compression screws in a scaphoid waist nonunion model. The primary outcome measurement was construct stiffness. Secondary outcome measurements included load at 1 and 2 mm of displacement, load to failure for each specimen, and qualitative assessment of mode of failure. RESULTS: Stiffness during load to failure was not significantly different between single- and double-screw configurations (P = .8). Load to failure demonstrated no statistically significant difference between single- and double-screw configurations. Using a qualitative assessment, the double-screw construct maintained rotational stability more than the single-screw construct (P = .029). CONCLUSIONS: Single- and double-screw fixation constructs in a cadaveric scaphoid nonunion model demonstrate similar construct stiffness, load to failure, and load to 1- and 2-mm displacement. Modes of failure may differ between constructs and represent an area for further study. The theoretical benefit of dual-screw fixation should be weighed against the morphologic limitations to placing 2 screws in a scaphoid nonunion.

Utilizing Google Trends to Track Online Interest in Elective Hand Surgery During the COVID-19 Pandemic.

Introduction Elective hand surgery encompasses a large volume of orthopaedic cases annually. Carpal tunnel syndrome, ganglion cysts, and trigger digits are some of the most common pathologies treated by hand surgeons. In the midst of the COVID-19 pandemic, patient's interest in elective hand surgery for these conditions is uncertain. The objective of this study is to use Google Trends to track online interest in elective hand surgery in the United States during the COVID-19 pandemic. Methods Online search trends regarding elective orthopaedic hand surgery were obtained via Google Trends from November 2019 to November 2020. Three common hand pathologies in lay terms ("carpal tunnel," "'ganglion cyst' + 'wrist cyst,'" and "trigger finger") and three hand surgery-specific keywords ("hand surgery," "carpal tunnel surgery," and "trigger finger surgery") were used as search terms. The search volume index (SVI) graphs for the United States for both sets of search terms were then generated from the Google Trends data and compared to the seven-day average of new COVID-19 cases per day as reported by the CDC. A separate SVI graph was then created for the search term "coronavirus" and was compared against both sets of search terms as above. Results Search trends for all elective hand pathologies and surgery-specific keywords remained constant from November 2019 to the beginning of March 2020 and then decreased significantly within a one-month period following the peak in COVID-19 cases the week of March 15, 2020. Search trends for these keywords increased to baseline levels over the next few months. The search trend for "coronavirus" demonstrated a small search volume index peak of 13 during January 2020 followed by the maximum peak of 100 during the week of March 15, 2020, corresponding to the decrease in search trends of elective hand surgery at that time. Conclusions Online interest in elective hand surgery remained constant prior to the COVID-19 pandemic; however, there was a marked decrease in search trends of elective hand surgery with the rise in daily reported COVID-19 cases, suggesting that patient's interest in elective hand surgery decreased with the onset of the pandemic.

Validation and Clinical Applicability of Whole-Volume Automated Segmentation of Optical Coherence Tomography in Retinal Disease Using Deep Learning.

IMPORTANCE: Quantitative volumetric measures of retinal disease in optical coherence tomography (OCT) scans are infeasible to perform owing to the time required for manual grading. Expert-level deep learning systems for automatic OCT segmentation have recently been developed. However, the potential clinical applicability of these systems is largely unknown. OBJECTIVE: To evaluate a deep learning model for whole-volume segmentation of 4 clinically important pathological features and assess clinical applicability. DESIGN, SETTING, PARTICIPANTS: This diagnostic study used OCT data from 173 patients with a total of 15 558 B-scans, treated at Moorfields Eye Hospital. The data set included 2 common OCT devices and 2 macular conditions: wet age-related macular degeneration (107 scans) and diabetic macular edema (66 scans), covering the full range of severity, and from 3 points during treatment. Two expert graders performed pixel-level segmentations of intraretinal fluid, subretinal fluid, subretinal hyperreflective material, and pigment epithelial detachment, including all B-scans in each OCT volume, taking as long as 50 hours per scan. Quantitative evaluation of whole-volume model segmentations was performed. Qualitative evaluation of clinical applicability by 3 retinal experts was also conducted. Data were collected from June 1, 2012, to January 31, 2017, for set 1 and from January 1 to December 31, 2017, for set 2; graded between November 2018 and January 2020; and analyzed from February 2020 to November 2020. MAIN OUTCOMES AND MEASURES: Rating and stack ranking for clinical applicability by retinal specialists, model-grader agreement for voxelwise segmentations, and total volume evaluated using Dice similarity coefficients, Bland-Altman plots, and intraclass correlation coefficients. RESULTS: Among the 173 patients included in the analysis (92 [53%] women), qualitative assessment found that automated whole-volume segmentation ranked better than or comparable to at least 1 expert grader in 127 scans (73%; 95% CI, 66%-79%). A neutral or positive rating was given to 135 model segmentations (78%; 95% CI, 71%-84%) and 309 expert gradings (2 per scan) (89%; 95% CI, 86%-92%). The model was rated neutrally or positively in 86% to 92% of diabetic macular edema scans and 53% to 87% of age-related macular degeneration scans. Intraclass correlations ranged from 0.33 (95% CI, 0.08-0.96) to 0.96 (95% CI, 0.90-0.99). Dice similarity coefficients ranged from 0.43 (95% CI, 0.29-0.66) to 0.78 (95% CI, 0.57-0.85). CONCLUSIONS AND RELEVANCE: This deep learning-based segmentation tool provided clinically useful measures of retinal disease that would otherwise be infeasible to obtain. Qualitative evaluation was additionally important to reveal clinical applicability for both care management and research.