Early diagnosis and treatment by newborn screening (NBS) or family history is associated with improved visual outcomes for long-chain 3-hydroxyacylCoA dehydrogenase deficiency (LCHADD) chorioretinopathy.

Long chain 3-hydroxyacyl-CoA dehydrogenase (LCHADD) is the only fatty acid oxidation disorder to develop a progressive chorioretinopathy resulting in vision loss; newborn screening (NBS) for this disorder began in the United States around 2004. We compared visual outcomes among 40 participants with LCHADD or trifunctional protein deficiency diagnosed symptomatically to those who were diagnosed via NBS or a family history. Participants completed ophthalmologic testing including measures of visual acuity, electroretinograms (ERG), fundal imaging, contrast sensitivity, and visual fields. Records were reviewed to document medical and treatment history. Twelve participants presented symptomatically with hypoglycemia, failure to thrive, liver dysfunction, cardiac arrest, or rhabdomyolysis. Twenty eight were diagnosed by NBS or due to a family history of LCHADD. Participants diagnosed symptomatically were older but had similar percent males and genotypes as those diagnosed by NBS. Treatment consisted of fasting avoidance, dietary long-chain fat restriction, MCT, C7, and/or carnitine supplementation. Visual acuity, rod- and cone-driven amplitudes on ERG, contrast sensitivity scores, and visual fields were all significantly worse among participants diagnosed symptomatically compared to NBS. In mixed-effects models, both age and presentation (symptomatic vs. NBS) were significant independent factors associated with visual outcomes. This suggests that visual outcomes were improved by NBS, but there was still lower visual function with advancing age in both groups. Early diagnosis and treatment by NBS is associated with improved visual outcomes and retinal function compared to participants who presented symptomatically. Despite the impact of early intervention, chorioretinopathy was greater with advancing age, highlighting the need for novel treatments.

Inflammation and Fibrosis in Orbital Inflammatory Disease: A Histopathologic Analysis.

PURPOSE: The purpose of this study was to compare the histopathologic inflammation and fibrosis of orbital adipose tissue in orbital inflammatory disease (OID) specimens. METHODS: In this retrospective cohort study, inflammation, and fibrosis in orbital adipose tissue from patients with thyroid-associated orbitopathy (TAO), granulomatosis with polyangiitis (GPA), sarcoidosis, nonspecific orbital inflammation (NSOI), and healthy controls were scored by 2 masked ocular pathologists. Both categories were scored on a scale of 0 to 3 with scoring criteria based on the percentage of specimens containing inflammation or fibrosis, respectively. Tissue specimens were collected from oculoplastic surgeons at 8 international centers representing 4 countries. Seventy-four specimens were included: 25 with TAO, 6 with orbital GPA, 7 with orbital sarcoidosis, 24 with NSOI, and 12 healthy controls. RESULTS: The mean inflammation and fibrosis scores for healthy controls were 0.0 and 1.1, respectively. Orbital inflammatory disease groups' inflammation (I) and fibrosis (F) scores, formatted [I, F] with respective p -values when compared to controls, were: TAO [0.2, 1.4] ( p = 1, 1), GPA [1.9, 2.6] ( p = 0.003, 0.009), sarcoidosis [2.4, 1.9] ( p = 0.001, 0.023), and NSOI [1.3, 1.8] ( p ≤ 0.001, 0.018). Sarcoidosis had the highest mean inflammation score. The pairwise analysis demonstrated that sarcoidosis had a significantly higher mean inflammation score than NSOI ( p = 0.036) and TAO ( p < 0.0001), but no difference when compared to GPA. GPA had the highest mean fibrosis score, with pairwise analysis demonstrating a significantly higher mean fibrosis score than TAO ( p = 0.048). CONCLUSIONS: Mean inflammation and fibrosis scores in TAO orbital adipose tissue samples did not differ from healthy controls. In contrast, the more "intense" inflammatory diseases such as GPA, sarcoidosis, and NSOI did demonstrate higher histopathologic inflammation and fibrosis. This has implications in prognosis, therapeutic selection, and response monitoring in orbital inflammatory disease.

Tofacitinib as a Steroid-Sparing Therapy in Pulmonary Sarcoidosis, an Open-Label Prospective Proof-of-Concept Study.

This is a prospective, open-label, proof-of-concept study of tofacitinib, a Janus kinase inhibitor, as a steroid-sparing therapy in corticosteroid-dependent pulmonary sarcoidosis. Five patients with corticosteroid-dependent pulmonary sarcoidosis were treated with tofacitinib 5 mg twice daily. The primary endpoint was a ≥ 50% reduction in corticosteroids at week 16 with no worsening in pulmonary function or respiratory symptoms. 60% of patients (3/5) met the primary endpoint. One patient was lost to follow up prior to steroid taper, and another was withdrawn due to worsening of known neurosarcoidosis. The three patients who met the primary endpoint each tapered to ≤ 5 mg/day prednisone, respiratory symptoms improved, and spirometry remained stable. In this proof-of-concept study, the addition of a JAK-inhibitor allowed 60% of patients with pulmonary sarcoidosis to successfully taper corticosteroids. JAK-inhibitors are a promising therapy for pulmonary sarcoidosis, which require further investigation in randomized trials.Trial Registration clinicaltrials.gov NCT03793439; registered Jan 4, 2019.

Diffuse Idiopathic Skeletal Hyperostosis, Associated Morbidity, and Healthcare Utilization: A University Hospital Experience.

BACKGROUND: Diffuse idiopathic skeletal hyperostosis (DISH) is a noninflammatory condition affecting the spine, characterized by ossification of paravertebral ligaments. Our cross-sectional study investigated the frequency, associated morbidity, and healthcare utilization of DISH patients at our university hospital over 1 year. METHODS: Our university's database of spinal radiographs was searched from 2005 to 2015 for "DISH" or "diffuse idiopathic skeletal hyperostosis." The diagnosis of DISH was made by 2 board-certified radiologists (B.B. and C.Q.) based on the radiographs of cervical, thoracic, or lumbar spine. Patients from 2015 were further analyzed with regards to demographics, comorbidities, and healthcare interventions. Their spinal radiographs were reread by 2 authors. Patients were divided into those who fulfilled the Resnick criteria for DISH (group A), and those who did not fully meet the criteria but had radiographic features suggestive of DISH (group B). Means and proportions were used to describe variables. For group comparisons, t test and χ test were used. RESULTS: Between 2005 and 2015, 3439 radiology records mentioned DISH as a diagnosis. Of 195 patients diagnosed with DISH in 2015, 153 were in group A, 41 were in group B, and 2 had erroneous diagnoses. Chronic back pain was common, and more often reported in group B than in group A (81% vs 63%, p = 0.04). Substantial portions of patients required opioid medications for pain control (51%), spinal surgery (31%), and consultations with various specialists for regional pain (57%). CONCLUSIONS: Diffuse idiopathic skeletal hyperostosis is a diagnosis with significant morbidity, despite being commonly viewed as asymptomatic. A majority of DISH patients had chronic back pain, and a large proportion required spinal surgery, although there may be several confounders. Future research is needed to systematically assess healthcare utilization by DISH patients.

A Model for Link Pruning to Establish Correctly Polarized and Oriented Tip Links in Hair Bundles.

Tip links are thought to gate the mechanically sensitive transduction channels of hair cells, but how they form during development and regeneration remains mysterious. In particular, it is unclear how tip links are strung between stereocilia so that they are oriented parallel to a single axis; why their polarity is uniform despite their constituent molecules' intrinsic asymmetry; and why only a single tip link is present at each tip-link position. We present here a series of simple rules that reasonably explain why these phenomena occur. In particular, our model relies on each of the two ends of the tip link having distinct Ca2+-dependent stability and being connected to different motor complexes. A simulation employing these rules allowed us to explore the parameter space for the model, demonstrating the importance of the feedback between transduction channels and angled links, links that are 60° off-axis with respect to mature tip links. We tested this key aspect of the model by examining angled links in chick cochlea hair cells. As implied by the assumptions used to generate the model, we found that angled links were stabilized if there was no tip link at the tip of the upper stereocilium, and appeared when transduction channels were blocked. The model thus plausibly explains how tip-link formation and pruning can occur.

Correlation of actin crosslinker and capper expression levels with stereocilia growth phases.

During development of the chick cochlea, actin crosslinkers and barbed-end cappers presumably influence growth and remodeling of the actin paracrystal of hair cell stereocilia. We used mass spectrometry to identify and quantify major actin-associated proteins of the cochlear sensory epithelium from E14 to E21, when stereocilia widen and lengthen. Tight actin crosslinkers (i.e. fascins, plastins, and espin) are expressed dynamically during cochlear epithelium development between E7 and E21, with FSCN2 replacing FSCN1 and plastins remaining low in abundance. Capping protein, a barbed-end actin capper, is located at stereocilia tips; it is abundant during growth phase II, when stereocilia have ceased elongating and are increasing in diameter. Capping protein levels then decline during growth phase III, when stereocilia reinitiate barbed-end elongation. Although actin crosslinkers are readily detected by electron microscopy in developing chick cochlea stereocilia, quantitative mass spectrometry of stereocilia isolated from E21 chick cochlea indicated that tight crosslinkers are present there in stoichiometric ratios relative to actin that are much lower than their ratios for vestibular stereocilia. These results demonstrate the value of quantitation of global protein expression in chick cochlea during stereocilia development.

Molecular diagnosis of orbital inflammatory disease.

Orbital inflammatory diseases include thyroid eye disease (TED), granulomatosis with polyangiitis (GPA), sarcoidosis, and nonspecific orbital inflammation (NSOI). Histopathological diagnosis usually relies on the clinical context and is not always definitive. Gene expression profiling provides diagnostic and therapeutic information in several malignancies, but its role in evaluating nonmalignant disease is relatively untested. We hypothesized that gene expression profiling could provide diagnostic information for NSOI. We collected formalin-fixed, paraffin-embedded orbital biopsies from 10 institutions and 83 subjects including 25 with thyroid eye disease, 25 nonspecific orbital inflammation, 20 healthy controls, 6 with granulomatosis with polyangiitis, and 7 with sarcoidosis. Tissues were divided into discovery and validation sets. Gene expression was quantified using Affymetrix U133 Plus 2.0 microarrays. A random forest statistical algorithm based on data from 39 probe sets identified controls, GPA, or TED with an average accuracy of 76% (p=0.02). Random forest analysis indicated that 52% of tissues from patients with nonspecific inflammation were consistent with a diagnosis of GPA. Molecular diagnosis by gene expression profiling will augment clinical data and histopathology in differentiating forms of orbital inflammatory disease.

Orbital pseudotumor can be a localized form of granulomatosis with polyangiitis as revealed by gene expression profiling.

Biopsies and ANCA testing for limited forms of granulomatosis with polyangiitis (GPA) are frequently non-diagnostic. We characterized gene expression in GPA and other causes of orbital inflammation. We tested the hypothesis that a sub-set of patients with non-specific orbital inflammation (NSOI, also known as pseudotumor) mimics a limited form of GPA. Formalin-fixed, paraffin-embedded orbital biopsies were obtained from controls (n=20) and patients with GPA (n=6), NSOI (n=25), sarcoidosis (n=7), or thyroid eye disease (TED) (n=20) and were divided into discovery and validation sets. Transcripts in the tissues were quantified using Affymetrix U133 Plus 2.0 microarrays. Distinct gene expression profiles for controls and subjects with GPA, TED, or sarcoidosis were evident by principal coordinate analyses. Compared with healthy controls, 285 probe sets had elevated signals in subjects with GPA and 1472 were decreased (>1.5-fold difference, false discovery rate adjusted p<0.05). The immunoglobulin family of genes had the most dramatic increase in expression. Although gene expression in GPA could be readily distinguished from gene expression in TED, sarcoidosis, or controls, a comparison of gene expression in GPA versus NSOI found no statistically significant differences. Thus, forms of orbital inflammation can be distinguished based on gene expression. NSOI/pseudotumor is heterogeneous but often may be an unrecognized, localized form of GPA.

Distinct energy metabolism of auditory and vestibular sensory epithelia revealed by quantitative mass spectrometry using MS2 intensity.

Measuring the abundance of many proteins over a broad dynamic range requires accurate quantitation. We show empirically that, in MS experiments, relative quantitation using summed dissociation-product ion-current intensities is accurate, albeit variable from protein to protein, and outperforms spectral counting. By applying intensities to quantify proteins in two complex but related tissues, chick auditory and vestibular sensory epithelia, we find that glycolytic enzymes are enriched threefold in auditory epithelia, whereas enzymes responsible for oxidative phosphorylation are increased at least fourfold in vestibular epithelia. This striking difference in relative use of the two ATP-production pathways likely reflects the isolation of the auditory epithelium from its blood supply, necessary to prevent heartbeat-induced mechanical disruptions. The global view of protein expression afforded by label-free quantitation with a wide dynamic range reveals molecular specialization at a tissue or cellular level.

Determinants of Patient Satisfaction in an Academic Rheumatology Practice.

BACKGROUND: Although patient satisfaction is used as a measure of physician performance and is an essential component of chronic disease management, there is limited understanding about factors affecting satisfaction in rheumatologic settings. OBJECTIVE: Our study aimed to identify factors affecting satisfaction in outpatients with rheumatic diseases by correlating satisfaction with various factors. METHODS: We conducted a cross-sectional cohort study of rheumatology patients at Oregon Health & Science University in 2013. Patient satisfaction ratings were obtained, and data were collected from medical records. Descriptive and quantile regression analyses were performed to describe the population and to model predictors of satisfaction. RESULTS: We obtained data from 573 patients, 76% were females, 92% were non-Hispanic white, with a mean age of 50 (SD, 15) years. Female gender (ß = 7.51; 95% confidence interval [CI], 6.16-8.86), older age (ß = 0.10; 95% CI, 0.01-0.20), and follow-up visit (ß = 4.04; 95% CI, 0.14-7.93) had a positive impact on satisfaction, whereas polymyalgia rheumatica (ß = -9.25; 95% CI, -15.25 to -3.25), arthralgia (ß = -8.67; 95% CI, -16.60 to -0.74), myalgia (ß = -8.67; 95% CI, -16.60 to -0.74), gout (ß = -7.5; 95% CI, -14.13 to -0.89), ankylosing spondylitis (ß = -5.20; 95% CI, -9.65 to -0.75), pain (ß = -4.62; 95% CI, -8.43 to -0.81), fibromyalgia (ß = -4.62; 95% CI, -7.80 to -1.44), longer visit duration (ß = -0.08; 95% CI, -0.13 to -0.03), and afternoon appointments (ß = -4.62; 95% CI, -7.04 to -2.20) had an inverse effect. CONCLUSIONS: Factors contributing to satisfaction scores differed for median satisfaction level and lower satisfaction level. Most of the factors identified as influencing patient satisfaction were unrelated to the physician or the skills of that physician.

Accurate label-free protein quantitation with high- and low-resolution mass spectrometers.

Label-free quantitation of proteins analyzed by tandem mass spectrometry uses either integrated peak intensity from the parent-ion mass analysis (MS1) or features from fragment-ion analysis (MS2), such as spectral counts or summed fragment-ion intensity. We directly compared MS1 and MS2 quantitation by analyzing human protein standards diluted into Escherichia coli extracts on an Orbitrap mass spectrometer. We found that summed MS2 intensities were nearly as accurate as integrated MS1 intensities, and both outperformed MS2 spectral counting in accuracy and linearity. We compared these results to those obtained from two low-resolution ion-trap mass spectrometers; summed MS2 intensities from LTQ and LTQ Velos instruments were similar in accuracy to those from the Orbitrap. Data from all three instruments are available via ProteomeXchange with identifier PXD000602. Abundance measurements using MS1 or MS2 intensities had limitations, however. While measured protein concentration was on average well-correlated with the known concentration, there was considerable protein-to-protein variation. Moreover, not all human proteins diluted to a mole fraction of 10(-3) or lower were detected, with a strong falloff below 10(-4) mole fraction. These results show that MS1 and MS2 intensities are simple measures of protein abundance that are on average accurate but should be limited to quantitation of proteins of intermediate to higher fractional abundance.

Digenic inheritance of deafness caused by 8J allele of myosin-VIIA and mutations in other Usher I genes.

Inherited hearing loss in mice has contributed substantially to our understanding of inner-ear function. We identified a new allele at the Myo7a locus, Myo7a(sh1-8J); genomic characterization indicated that Myo7a(sh1-8J) arose from complex deletion encompassing exons 38-40 and 42-46. Homozygous mutant mice had no detectable auditory brainstem response, displayed highly disorganized hair-cell stereocilia and had no detectable MYO7A protein. We generated mice that were digenic heterozygotes for Myo7a(sh1-8J) and one of each Cdh23(v-2J), Ush1g(js) or Pcdh15(av-3J) alleles, or an Ush1c null allele. Significant levels of age-related hearing loss were detected in +/Myo7a(sh1-8J) +/Ush1g(js), +/Myo7a(sh1-8J) +/Cdh23(v-2J) and +/Myo7a(sh1-8J) +/Pcdh15(av-3J) double heterozygous mice compared with age-matched single heterozygous animals, suggesting epistasis between Myo7a and each of the three loci. +/Pcdh15(av-3J) +/Ush1g(js) double heterozygous mice also showed elevated hearing loss, suggesting Pcdh15-Ush1g epistasis. While we readily detected MYO7A, USH1C, CDH23 and PCDH15 using mass spectrometry of purified chick utricle hair bundles, we did not detect USH1G. Consistent with that observation, Ush1g microarray signals were much lower in chick cochlea than those of Myo7a, Ush1c, Cdh23 and Pcdh15 and were not detected in the chick utricle. These experiments confirm the importance of MYO7A for the development and maintenance of bundle function and support the suggestion that MYO7A, USH1G (Sans) and CDH23 form the upper tip-link complex in adult mice, likely in combination with USH1C (harmonin). MYO7A, USH1G and PCDH15 may form another complex in stereocilia. USH1G may be a limiting factor in both complexes.

Risk factors for retinopathy of prematurity: insights from outlier infants.

PURPOSE: To investigate the characteristics of outlier infants for insights into ROP risk. METHODS: Chart data were collected from 1,354 infants screened for ROP at Weill Cornell Medical Center and Columbia University Medical Center. ROP exam results and clinical risk factors were recorded. The cohort was stratified by weight, highest ROP stage, and need for ROP treatment. Descriptive and correlational statistics were performed. RESULTS: For the overall cohort, regression analysis found that birth weight (OR: 0.741 per 100 g; 95 % CI: 0.606, 0.905), gestational age at birth (OR: 0.563 per week; 95 % CI: 0.454, 0.697), multiple gestation (OR 2.02, 95 % CI: 1.15, 3.56), bronchopulmonary dysplasia (OR: 4.68, 95 % CI: 1.93, 11.35), and necrotizing enterocolitis (OR 2.80, 95 % CI: 1.40, 5.16) were independent risk factors for treatment-requiring ROP. Black race was found to be a protective factor for treatment-requiring ROP (OR 0.244, 95 % CI: 0.095, 0.626). Among 15 infants with BW <500 g, there were no significant differences in any clinical risk factors between the 12 (80 %) with ROP vs the three (20 %) without ROP. Similarly, among infants with BW >1500 g, the 17 (9 %) with ROP only differed from the 166 (91 %) without ROP with respect to a higher incidence of necrotizing enterocolitis among those with ROP (11.8 % vs 0 %). CONCLUSIONS: Although known clinical risk factors were predictive of ROP stage and need for laser treatment in this cohort, they were not significantly associated with ROP at extremes of birth weight. This suggests that other clinical, maternal, or genetic factors may protect from or predispose to ROP.

Insights into uveitis in association with spondyloarthritis from a large patient survey.

BACKGROUND: Uveitis is reported to be the most common extra-articular feature in spondyloarthritis (SpA). OBJECTIVE: The objective of this study was to investigate the relationship between uveitis and SpA in a cohort identified from a survey. METHODS: Eight hundred sixty-three respondents completed a survey conducted by the Spondylitis Association of America. Data on baseline demographics, quality of life, medication use, and joint involvement were compared in SpA patients with and without uveitis. Logistic regression analysis was used to identify characteristics associated with the presence of uveitis. RESULTS: Of the 863 respondents, 168 (19.5%) reported a diagnosis of uveitis. Baseline demographics including sex, age, and ethnicity were similar between the uveitis and no-uveitis groups. The presence of uveitis had a significant positive association with the use of the biologic drug infliximab (adjusted odds ratio [ORadj] = 1.66, P = 0.044), "lower jaw" involvement (ORadj = 1.60, P = 0.015), heel involvement (ORadj = 1.51, P = 0.023), and a diagnosis of arthritis associated with inflammatory bowel disease (ORadj = 1.92, P = 0.005). It had a significant negative association with the use of the biologic drug etanercept (ORadj = 0.49, P = 0.011) or a coexisting diagnosis of diabetes (ORadj = 0.02, P = 0.020). CONCLUSIONS: The relationship of uveitis to medication presumably reflects the choice of a specific tumor necrosis factor inhibitor in the setting of a history of uveitis. One prior study has also correlated heel pain and uveitis, thus supporting the validity of the association and suggesting potentially a common pathogenesis. Because diabetes has been proposed as a risk factor for uveitis, the negative association is surprising and may distinguish the pathogenesis of uveitis in association with SpA from other forms of uveitis.

Bias Reduction Practices in Underrepresented Groups in Ophthalmology Resident Recruitment.

Importance: Best recruitment practices for increasing diversity are well established, but the adoption and impact of these practices in ophthalmology residency recruitment are unknown. Objective: To describe the adoption of bias reduction practices in groups underrepresented in ophthalmology (URiO) residency recruitment and determine which practices are effective for increasing URiO residents. Design, Setting, and Participants: This cross-sectional survey study used an 18-item questionnaire included in the online survey of the Association of University Professors in Ophthalmology (AUPO) Residency Program Directors. Data collection occurred from July 2022 to December 2022. The data were initially analyzed on January 16, 2023. Participants included residency program directors (PDs) in the AUPO PD listserv database. Main Outcomes and Measures: Descriptive analysis of resident selection committee approaches, evaluation of applicant traits, and use of bias reduction tools. Primary outcome was diversity assessed by presence of at least 1 resident in the last 5 classes who identified as URiO, including those underrepresented in medicine (URiM), lesbian, gay, bisexual, transgender, queer, intersex, and asexual plus, or another disadvantaged background (eg, low socioeconomic status). Multivariate analyses of recruitment practices were conducted to determine which practices were associated with increased URiO and URiM. Results: Among 106 PDs, 65 completed the survey (61.3%). Thirty-nine PDs used an interview rubric (60.0%), 28 used interview standardization (43.0%), 56 provided at least 1 bias reduction tool to their selection committee (86.2%), and 44 used postinterview metrics to assess diversity, equity, and inclusion efforts (67.7%). Application filters, interview standardization, and postinterview metrics were not associated with increased URiO. Multivariate logistic regression analysis showed larger residency class (odds ratio [OR], 1.34; 95% CI, 1.09-1.65; P = .01) and use of multiple selection committee bias reduction tools (OR, 1.47; 95% CI, 1.13-1.92; P = .01) were positively associated with increased URiO, whereas use of interview rubrics (OR, 0.72; 95% CI, 0.59-0.87; P = .001) and placing higher importance of applicant interest in a program (OR, 0.83; 95% CI, 0.75-0.92; P = .02) were negatively associated. URiM analyses showed similar associations. Conclusions and Relevance: Ophthalmology residency interviews are variably standardized. In this study, providing multiple bias reduction tools to selection committees was associated with increased URiO and URiM residents. Prioritizing applicant interest in a program may reduce resident diversity. Interview rubrics, while intended to reduce bias, may inadvertently increase inequity.

A Hybrid Deep Learning Classification of Perimetric Glaucoma Using Peripapillary Nerve Fiber Layer Reflectance and Other OCT Parameters from Three Anatomy Regions.

Précis: A hybrid deep-learning model combines NFL reflectance and other OCT parameters to improve glaucoma diagnosis. Objective: To investigate if a deep learning model could be used combine nerve fiber layer (NFL) reflectance and other OCT parameters for glaucoma diagnosis. Patients and Methods: This is a prospective observational study where of 106 normal subjects and 164 perimetric glaucoma (PG) patients. Peripapillary NFL reflectance map, NFL thickness map, optic head analysis of disc, and macular ganglion cell complex thickness were obtained using spectral domain OCT. A hybrid deep learning model combined a fully connected network (FCN) and a convolution neural network (CNN) to develop to combine those OCT maps and parameters to distinguish normal and PG eyes. Two deep learning models were compared based on whether the NFL reflectance map was used as part of the input or not. Results: The hybrid deep learning model with reflectance achieved 0.909 sensitivity at 99% specificity and 0.926 at 95%. The overall accuracy was 0.948 with 0.893 sensitivity and 1.000 specificity, and the AROC was 0.979, which is significantly better than the logistic regression models (p < 0.001). The second best model is the hybrid deep learning model w/o reflectance, which also had significantly higher AROC than logistic regression models (p < 0.001). Logistic regression with reflectance model had slightly higher AROC or sensitivity than the other logistic regression model without reflectance (p = 0.024). Conclusions: Hybrid deep learning model significantly improved the diagnostic accuracy, without or without NFL reflectance. Hybrid deep learning model, combining reflectance/NFL thickness/GCC thickness/ONH parameter, may be a practical model for glaucoma screen purposes.

Stratification of Fusobacterium nucleatum by local health status in the oral cavity defines its subspecies disease association.

The ubiquitous inflammophilic oral pathobiont Fusobacterium nucleatum (Fn) is widely recognized for its strong association with inflammatory dysbiotic diseases and cancer. Fn is subdivided into four subspecies, which are historically considered functionally interchangeable in the oral cavity. To test this assumption, we analyzed patient-matched dental plaque and odontogenic abscess clinical specimens and examined whether an inflammatory environment selects for/against particular Fn subspecies. Dental plaque harbored a greater diversity of fusobacteria, with Fn. polymorphum dominating, whereas odontogenic abscesses were exceptionally biased for the largely uncharacterized organism Fn. animalis. Comparative genomic analyses revealed significant genotypic distinctions among Fn subspecies that correlate with their preferred ecological niches and support a taxonomic reassignment of each as a distinct Fusobacterium species. Despite originating as a low-abundance organism in dental plaque, Fn. animalis typically outcompetes other oral fusobacteria within the inflammatory abscess environment, which may explain its prevalence in other oral and extraoral diseases.

Usability and feasibility of a take-home methadone web-application for opioid treatment program patients: A Small Business Innovation Research mixed methods study.

BACKGROUND: Most patients in opioid treatment programs (OTPs) attend daily for observed dosing. A Stage IA (create and adapt) and a Stage IB (feasibility and pilot) mixed method studies tested a web-application (app) designed to facilitate access to take-home methadone. METHODS: A Stage IA, intervention development study, used qualitative interviews to assess the usability (ease of use) and feasibility (ability to implement) of a take-home methadone app. The Stage IA market research was a two-week test with 96 patient participants from four OTPs. Qualitative interviews were completed with 20 systematically selected individuals who used the take-home app and 20 OTP clinicians (five each from the four OTPs). The Stage IB Small Business Innovation Research (SBIR) study (24 patients and 8 clinicians in a single OTP) included quantitative assessments of the app's usability, acceptability, appropriateness, and feasibility. Thematic analysis coded participant and staff assessments of the take-home app. RESULTS: Stage IA patients (mean age = 41 years; 52 % men, 57 % White) and IB patients (mean age = 38 years, 54 % men, 79 % White) described the app as "easy to use." Compared to unsupervised take-homes, some patients preferred using the take-home app. In Stage IB, patients rated the app highly on standardized measures of usability, acceptability, appropriateness, and feasibility. Clinician ratings were more ambivalent. Patients rated in-clinic dosing as more disruptive than unsupervised take-homes and take-homes using the app. DISCUSSION: A Stage IA study informed the development and maturation of a Stage IB feasibility pilot study. Overall, the take-home app's usability, acceptability, appropriateness, and feasibility were rated positively. Clinical staff ratings were less positive, but individuals commented that using the app a) enhanced patient quality of life, b) provided new tools for counselors, and c) offered competitive advantages. The SBIR award enhanced market research with more complete and systematic data collection and analysis.