Comparison of manual and artificial intelligence-automated choroidal thickness segmentation of optical coherence tomography imaging in myopic adults.

BACKGROUND: Myopia affects 1.4 billion individuals worldwide. Notably, there is increasing evidence that choroidal thickness plays an important role in myopia and risk of developing myopia-related conditions. With the advancements in artificial intelligence (AI), choroidal thickness segmentation can now be automated, offering inherent advantages such as better repeatability, reduced grader variability, and less reliance for manpower. Hence, we aimed to evaluate the agreement between AI-automated and manual segmented measurements of subfoveal choroidal thickness (SFCT) using two swept-source optical coherence tomography (OCT) systems. METHODS: Subjects aged ≥ 16 years, with myopia of ≥ 0.50 diopters in both eyes, were recruited from the Prospective Myopia Cohort Study in Singapore (PROMYSE). OCT scans were acquired using Triton DRI-OCT and PLEX Elite 9000. OCT images were segmented both automatically with an established SA-Net architecture and manually using a standard technique with adjudication by two independent graders. SFCT was subsequently determined based on the segmentation. The Bland-Altman plot and intraclass correlation coefficient (ICC) were used to evaluate the agreement. RESULTS: A total of 229 subjects (456 eyes) with mean [± standard deviation (SD)] age of 34.1 (10.4) years were included. The overall SFCT (mean ± SD) based on manual segmentation was 216.9 ± 82.7 µm with Triton DRI-OCT and 239.3 ± 84.3 µm with PLEX Elite 9000. ICC values demonstrated excellent agreement between AI-automated and manual segmented SFCT measurements (PLEX Elite 9000: ICC = 0.937, 95% CI: 0.922 to 0.949, P < 0.001; Triton DRI-OCT: ICC = 0.887, 95% CI: 0.608 to 0.950, P < 0.001). For PLEX Elite 9000, manual segmented measurements were generally thicker when compared to AI-automated segmented measurements, with a fixed bias of 6.3 µm (95% CI: 3.8 to 8.9, P < 0.001) and proportional bias of 0.120 (P < 0.001). On the other hand, manual segmented measurements were comparatively thinner than AI-automated segmented measurements for Triton DRI-OCT, with a fixed bias of - 26.7 µm (95% CI: - 29.7 to - 23.7, P < 0.001) and proportional bias of - 0.090 (P < 0.001). CONCLUSION: We observed an excellent agreement in choroidal segmentation measurements when comparing manual with AI-automated techniques, using images from two SS-OCT systems. Given its edge over manual segmentation, automated segmentation may potentially emerge as the primary method of choroidal thickness measurement in the future.

Human papillomavirus vaccination: a quantitative cross-sectional study of perceived barriers, influential advisors, and acculturation among Chinese college students aged 18-26 in the USA.

HPV vaccines are highly effective in preventing HPV-associated cancers; however, HPV vaccination uptake is low among Chinese students studying at U.S. colleges. The purposes of this study were to evaluate (a) perceived barriers and influential others trusted for advice regarding HPV vaccination and (b) factors (i.e. HPV vaccination, acculturation) related to barriers and influential advisors among 18- to 26-year-old Chinese students attending U.S. colleges. We used a cross-sectional design to obtain self-reported data in 2019 from a chain-referral sample of 213 Chinese students. Among 125 respondents who were unvaccinated or partially vaccinated, the reported barriers to receiving the HPV vaccine included: (a) lack of recommendations from a healthcare provider, (b) lack of risk perception for HPV infection, and (c) limited knowledge about HPV vaccination locations. The influential advisors for receiving HPV vaccination were doctors, parents, self, nurses, and same-sex friends. Multivariate analysis revealed that unvaccinated respondents were more likely to report the following barriers to HPV vaccination: (a) lack of recommendations from a healthcare provider, (b) lack of risk perception for HPV infection, (c) limited knowledge about vaccination locations, and (d) uncertainty about effectiveness. High Asian identified respondents were more likely to perceive barriers related to limited knowledge about vaccination locations and uncertainty about effectiveness, while they were less likely to state nurses as influential advisors. Individuals who received one or more HPV vaccine doses were more inclined to view same-sex friends and nurses as influential advisors for HPV vaccination. The influence of culture on preferences for information sources, such as specific providers and provider gender, needs to be addressed. Programs designed to decrease barriers and improve HPV vaccination among Chinese students should also focus on acculturation status.

Psychological and contextual risk factors for first-onset depression among adolescents and young people around the globe: A systematic review and meta-analysis.

AIM: Identifying predictors for future onset of depression is crucial to effectively developing preventive interventions. We conducted a systematic review and meta-analysis to identify risk factors for first-onset depression among adolescents and young people. METHODS: We searched MEDLINE (Ovid), PsycINFO, Cochrane Database, Web of Science, Lilacs, African Journals Online and Global Health (July 2009 to December 2020) for longitudinal studies assessing risk factors for first-onset depression among adolescents and young people aged 10-25 years. Meta-analyses generated summary odds ratio (OR) estimates. REGISTRATION: PROSPERO CRD42018103973. RESULTS: Nineteen studies representing 21 unique populations were included in the meta-analysis. Among studies reporting race/ethnicity, 79% of participants were of White/European descent. Seventeen studies were from high-income countries, with only two from an upper-middle-income country (China). Odds for first-onset depression were significantly greater for girls compared to boys (n = 13; OR = 1.78 [1.78, 2.28], p < 0.001) and for youth with other mental health problems at baseline (n = 4; OR = 3.20 [1.95, 5.23], p < 0.001). There were non-significant associations for negative family environment (n = 8; OR = 1.60 [0.82, 3.10], p = 0.16) and parental depression (n = 3; OR = 2.30 [0.73, 7.24], p = 0.16). CONCLUSIONS: Most longitudinal studies do not report risk factors specifically for first-onset depression. Moreover, predictive data are limited to predominantly White populations in high-income countries. Future research must be more ethnically and geographically representative. Recommendations are provided for consistent and comprehensive reporting of study designs and analyses of risk factors for first-onset depression.

Detection of risk for depression among adolescents in diverse global settings: protocol for the IDEA qualitative study in Brazil, Nepal, Nigeria and the UK.

INTRODUCTION: Globally, depression is a leading cause of disability among adolescents, and suicide rates are increasing among youth. Treatment alone is insufficient to address the issue. Early identification and prevention efforts are necessary to reduce morbidity and mortality. The Identifying Depression Early in Adolescence (IDEA) consortium is developing risk detection strategies that incorporate biological, psychological and social factors that can be evaluated in diverse global populations. In addition to epidemiological and neuroscience research, the IDEA consortium is conducting a qualitative study to explore three domains of inquiry: (1) cultural heterogeneity of biopsychosocial risk factors and lived experience of adolescent depression in low-income and middle-income countries (LMIC); (2) the feasibility, acceptability and ethics of a risk calculator tool for adolescent depression that can be used in LMIC and high-income countries and (3) capacity for biological research into biomarkers for depression risk among adolescents in LMIC. This is a multisite qualitative study being conducted in Brazil, Nepal, Nigeria and the UK. METHODS AND ANALYSIS: A systematic set of qualitative methods will be used in this study. The Delphi method, Theory of Change (ToC) workshops, key-informant interviews and focus group discussions will be used to elicit perspectives on the study topics from a broad range of stakeholders (adolescents, parents, policy-makers, teachers, health service providers, social workers and experts). Delphi panellists will participate in three survey rounds to generate consensus through facilitated feedback. Stakeholders will create ToC models via facilitated workshops in the LMIC sites. The framework approach will be used to analyse data from the study. ETHICS AND DISSEMINATION: Ethical approvals were received from the Ethics Review Board of George Washington University and from site-specific institutions in Brazil, Nepal, Nigeria and the UK. The findings generated from this study will be reported in highly accessed, peer-reviewed, scientific and health policy journals.

Autoimmune glial fibillary acidic protein astrocytopathy associated meningoencephalomyelitis and bilateral sensorineuronal deafness.

Autoimmune encephalitis is an important group of disease that can mimic infectious encephalitis, with one of the most severe forms being meningoencephalomyelitis. One of the recently identified biomarkers, glial fibillary acidic protein (GFAP), targets the cytosolic intermediate filament protein of astrocytes and causes a variety of clinical symptoms. Here, we report an adult Chinese woman presented with acute onset of confusion, CSF lymphocytosis, markedly elevated total protein mimicking tuberculosis meningitis with rapid deterioration resulted in coma and respiratory failure. She was diagnosed with anti-GFAP meningoencephalomyelitis, which later developed tetraplegia, sensorineural hearing loss, brainstem, bulbar and respiratory dysfunction. Intravenous immunoglobulin and methylprednisolone resulted in partial improvement. Further immunotherapy with plasma exchange and rituximab resulted in marked recovery.

Implementing a Novel Guideline to Prevent Hospital-Acquired Pressure Ulcers in a Trauma Population: A Patient-Safety Approach.

BACKGROUND: The development of hospital-acquired pressure ulcers (HAPUs) is a common complication associated with immobilization and prolonged hospitalization in trauma patients. Our semi-annual Trauma Quality Improvement Program report identified HAPUs as an outlier complication. We used a hospital-wide initiative to reduce the incidence of HAPUs among our trauma patient population. Our study aimed to determine whether the implemented measures would decrease HAPUs incidence rates. STUDY DESIGN: We reviewed adult trauma patients during a 3-year period. The novel care-based platform and preventive measures for reducing HAPUs included the following components: pressure-reducing beds; improved and protocolized nutritional support; mandatory 2-hour change of posture; turning clocks; early surgical intervention; spot checks by our wound care nurse; and education to patients and caregivers. Paired-sample t-test and chi-square analyses were used, with significance defined as p < 0.05. RESULTS: A total of 9,755 patients were admitted to our trauma services in the study period. Of these, HAPUs developed in 89 patients (mean age 57.9 years and 48 [54%] were female). The Injury Severity Score ranged from 1 to 75, with a mean of 20 in patients with HAPUs compared with 8 in patients without HAPUs during the same study period. The incidence of HAPUs at our institution was initially 1.36%, which decreased to 0.98% in year 2 and to 0.39% in year 3 (p = 0.002). CONCLUSIONS: The novel 7-step care-based process changes, acquisition of specialized equipment, and educational initiatives implemented were associated with a significant decrease in the incidence rates of HAPUs.

Specific inhibition of CBP/beta-catenin interaction rescues defects in neuronal differentiation caused by a presenilin-1 mutation.

Wnt/beta-catenin signaling has been shown to promote self-renewal in a variety of tissue stem cells, including neuronal stem cells and hematopoietic stem cells. However, activation of the Wnt/beta-catenin pathway promoted and inhibition of the pathway prevented differentiation of neuronal precursor cells. A clear explanation for the differential effects of Wnt/beta-catenin activation on neuronal precursors is not available at present. Presenilin-1 (PS-1) is a polytopic protein comprised of six to eight transmembrane domains. PS-1, as part of the gamma-secretase complex, is required for the intramembrane proteolysis of both amyloid precursor protein (APP) and Notch. Additionally, through interactions with beta-catenin, PS-1 is associated with modulation of Wnt/beta-catenin signaling. A familial Alzheimer's disease-associated PS-1 mutant, PS-1(L286V), causes a dramatic increase in T cell factor (TCF)/beta-catenin transcription in PC-12 cells, which prevents normal nerve growth factor (NGF)-induced neuronal differentiation and neurite outgrowth. Selective inhibition of TCF/beta-catenin/cAMP-response element-binding protein (CREB)-binding protein (CBP)-mediated transcription, but not TCF/beta-catenin/p300, with the recently described small molecule antagonist ICG-001 corrects these defects in neuronal differentiation, highlighting the importance of Wnt/beta-catenin signaling in this process. We propose that increased TCF/beta-catenin/CBP-mediated transcription, as well as a failure to switch to TCF/beta-catenin/p300-mediated transcription, play an important role in decreasing neuronal differentiation.