House dust mite allergens and nitrated products: Identification and risk assessment in indoor dust.

Air pollutants can potentially lead to nitration of allergic proteins, thus promoting sensitization of these allergens. However, little is currently known about the nitration status of house dust mite (HDM) allergens. We identified the occurrence of nitrated products of two major HDM allergens Der f 1 and Der p 1 in dust samples collected from college dormitories in eastern China and assessed their associated health risk. The results showed that both non-nitrated and nitrated forms of the two allergens were detected in the dust in the range of non-detected (ND)-10.6, 1.44-15.4, ND-22.4, ND-7.28 µg/g for non-nitrated Der f 1, nitrated Der f 1, non-nitrated Der p 1 and nitrated Der p 1, respectively. The median rates of nitration were determined as 74.0% for Der f 1 and 20.4% for Der p 1 at consideration of one nitration site. Further analysis reveals that the levels of HDM allergens and their nitrated products were found to be generally higher during winter, in dormitories of lower altitude and with female occupants. Furthermore, the calculated risk indexes were at considerably high levels. Our findings suggest that nitrated HDM allergens have already accumulated in the environment at such significant levels and their associated health risk calls for our immediate attention.

Cost-Effectiveness of Presbyopia Correction Among Seven Strategies of Bilateral Cataract Surgery Based on a Prospective Single-Blind Two-Center Trial in China.

INTRODUCTION: The aim of this study was to explore a method to rank the cost-effectiveness of presbyopia correction in diverse strategies of bilateral cataract surgery to provide references for healthcare policymakers in rationalizing resource utilization and surgeons in customizing patient management. METHODS: The cost-effectiveness analysis based on a prospective single-blind two-center clinical trial included seven strategies in bilateral cataract surgery: monofocal, monovision, diffractive bifocal, blended, refractive bifocal, trifocal, and extended depth of focus (EDOF) strategies. The effectiveness according to the objective spectacle independence rate (hereafter "rate", a novel indicator defined as the proportion of patients with binocular uncorrected distance, intermediate and near visual acuity all better than 0.1 logMAR, logarithm of the minimum angle of resolution), costs, average cost-effectiveness ratios (ACERs, $/1% rate), and incremental cost-effectiveness ratios (ICERs, $/1% incremental rate) were estimated. RESULTS: In 194 participants (388 eyes), the trifocal strategy achieved the highest rate [93.10% (95% confidence interval (CI) 83.8-102.35%)]. The refractive bifocal strategy had the minimum ACER [$45.54/1% rate (95% CI 34.57-56.50)], followed by the blended [$59.10/1% rate (95% CI 31.72-86.48)], diffractive bifocal [$69.06/1% rate (95% CI 30.89-107.21)], EDOF [$72.85/1% rate (95% CI 52.02-93.70)], trifocal [$93.01/1% rate (95% CI 83.23-102.79)], monovision [$136.83/1% rate (95% CI - 55.40 to 329.14)], and monofocal [$264.45/1% rate (95% CI - 97.45 to 626.55)] strategies. Compared with the refractive bifocal strategy, the probabilities that the trifocal strategy (ICER $289.74/1% incremental rate) is very cost-effective and cost-effective were 81.7% and 93.2%, respectively, at the wiliness-to-pay threshold of one and three times China's annual disposable income per capita in 2021 per 10% incremental rates. CONCLUSIONS: Cost-effectiveness analysis with ACER and ICER according to objective spectacle independence rate is a helpful tool to identify highly cost-effective presbyopia-correcting strategies in cataract surgery for clinical and policy decisions. TRIAL REGISTRATION: Clinicaltrials.gov (NCT04265846).

A deep transfer learning framework for the automated assessment of corneal inflammation on in vivo confocal microscopy images.

PURPOSE: Infiltration of activated dendritic cells and inflammatory cells in cornea represents an important marker for defining corneal inflammation. Deep transfer learning has presented a promising potential and is gaining more importance in computer assisted diagnosis. This study aimed to develop deep transfer learning models for automatic detection of activated dendritic cells and inflammatory cells using in vivo confocal microscopy images. METHODS: A total of 3453 images was used to train the models. External validation was performed on an independent test set of 558 images. A ground-truth label was assigned to each image by a panel of cornea specialists. We constructed a deep transfer learning network that consisted of a pre-trained network and an adaptation layer. In this work, five pre-trained networks were considered, namely VGG-16, ResNet-101, Inception V3, Xception, and Inception-ResNet V2. The performance of each transfer network was evaluated by calculating the area under the curve (AUC) of receiver operating characteristic, accuracy, sensitivity, specificity, and G mean. RESULTS: The best performance was achieved by Inception-ResNet V2 transfer model. In the validation set, the best transfer system achieved an AUC of 0.9646 (P<0.001) in identifying activated dendritic cells (accuracy, 0.9319; sensitivity, 0.8171; specificity, 0.9517; and G mean, 0.8872), and 0.9901 (P<0.001) in identifying inflammatory cells (accuracy, 0.9767; sensitivity, 0.9174; specificity, 0.9931; and G mean, 0.9545). CONCLUSIONS: The deep transfer learning models provide a completely automated analysis of corneal inflammatory cellular components with high accuracy. The implementation of such models would greatly benefit the management of corneal diseases and reduce workloads for ophthalmologists.

Validity of the MemTrax Memory Test Compared to the Montreal Cognitive Assessment in the Detection of Mild Cognitive Impairment and Dementia due to Alzheimer's Disease in a Chinese Cohort.

BACKGROUND: A valid, reliable, accessible, engaging, and affordable digital cognitive screen instrument for clinical use is in urgent demand. OBJECTIVE: To assess the clinical utility of the MemTrax memory test for early detection of cognitive impairment in a Chinese cohort. METHODS: The 2.5-minute MemTrax and the Montreal Cognitive Assessment (MoCA) were performed by 50 clinically diagnosed cognitively normal (CON), 50 mild cognitive impairment due to AD (MCI-AD), and 50 Alzheimer's disease (AD) volunteer participants. The percentage of correct responses (MTx-% C), the mean response time (MTx-RT), and the composite scores (MTx-Cp) of MemTrax and the MoCA scores were comparatively analyzed and receiver operating characteristic (ROC) curves generated. RESULTS: Multivariate linear regression analyses indicated MTx-% C, MTx-Cp, and the MoCA score were significantly lower in MCI-AD versus CON and in AD versus MCI-AD groups (all with p≤0.001). For the differentiation of MCI-AD from CON, an optimized MTx-% C cutoff of 81% had 72% sensitivity and 84% specificity with an area under the curve (AUC) of 0.839, whereas the MoCA score of 23 had 54% sensitivity and 86% specificity with an AUC of 0.740. For the differentiation of AD from MCI-AD, MTx-Cp of 43.0 had 70% sensitivity and 82% specificity with an AUC of 0.799, whereas the MoCA score of 20 had 84% sensitivity and 62% specificity with an AUC of 0.767. CONCLUSION: MemTrax can effectively detect both clinically diagnosed MCI and AD with better accuracy as compared to the MoCA based on AUCs in a Chinese cohort.

Combined Preoperative LMR and CA125 for Prognostic Assessment of Ovarian Cancer.

Objectives: To investigate the role of inflammation-related factors, lymphocyte-to-monocyte ratio (LMR) alone and combined detection with cancer antigen 125 (CA125), in the prognostic assessment of ovarian cancer (OC). Methods: A retrospective clinicopathologic review was performed. The receiver-operating characteristic (ROC) curves of LMR, CA125, and COLC predicting mortality in OC patients were constructed. Besides, Kaplan-Meier and Cox logistic regression models were used to plot the survival curves and determine the independent prognostic factors. Results: A total of 214 OC patients were identified in this cohort. The mean duration of follow-up was 64 months (minimum 8 months, maximum 116 months). In this cohort, 135 cases died (63.1%), and the median progression-free survival (PFS) and overall survival (OS) were 20 and 39.5 months, respectively. Results of the multivariate Cox regression model showed that LMR≤3.8 (HR = 0.494, 95% CI: 0.329-0.742, P = 0.001) and CA125>34 U/ml (HR = 1.641, 95% CI: 1.057-2.550, P = 0.027) were significantly associated with poor PFS; and LMR≤3.8 (HR = 0.459, 95% CI: 0.306-0.688, P = <0.001) and CA125>34 U/ml (HR = 1.946, 95% CI: 1.256-3.015, P = 0.003) were significantly associated with OS. Furthermore, the area under the curve of COLC was higher (0.713) than that of LMR (0.709) or CA125 (0.583), the specificity of COLC was higher (75.9%) than that of LMR (62%) or CA125 (40.5%) in predicting mortality in OC patients. Conclusions: LMR alone and combined with CA125 might be used as predictive markers in OC. Furthermore, as a prognostic factor, COLC might have a higher specificity to predict the outcome.

[Distribution and Pollution Assessment of Nutrients and Heavy Metals in Surface Sediments from Shibalianwei Wetland in Hefei, Anhui Province, China].

Shibalianwei is a large constructed wetland formed at the estuary of the Nanfei River adjoining Lake Chaohu. To investigate the distribution and pollution characteristics of nutrients and heavy metals in surface sediments of Shibalianwei Wetland, sediment samples were collected from 72 sites in July 2018. The source of the pollution was analyzed. Our results showed that the average contents of total nitrogen (TN), total phosphorus (TP), and organic matter (OM) in surface sediments of Shibalianwei were 2108.87 mg·kg-1, 1448.82 mg·kg-1, and 86.2 g·kg-1, respectively; in the external water system of the wetland, they were 2305.81 mg·kg-1, 1268.46 mg·kg-1, and 59.9 g·kg-1, respectively. The average contents of heavy metals of Mn, Cr, Cu, Pb, Cd, As, and Hg in Shibalianwei were 462.58, 42.12, 21.69, 18.05, 0.63, 5.67, and 0.059 mg·kg-1, respectively; in the external water bodies, they were 381.61, 36.85, 24.74, 30.70, 2.49, 6.47, and 0.035 mg·kg-1, respectively. In the assessments of nutrient pollution of internal water bodies of Shibalianwei, TN was at mild to moderate pollution levels, TP was at a heavy pollution level, and the comprehensive pollution index (FF) indicated that nutrients in Shibalianwei were at moderate to heavy pollution levels. The assessment results of the organic pollution index (OI) were consistent with the FF. The potential ecological risk assessments of heavy metals showed that both Cd and Hg reached certain ecological risks, which were indicated by RI and Eri. For external water bodies, the nutrient levels were also high and heavy metal pollution was relatively serious, indicating high ecological risks.

The role of basic health insurance on depression: an epidemiological cohort study of a randomized community sample in northwest China.

BACKGROUND: Little research has focused on the relationship between health insurance and mental health in the community. The objective of this study is to determine how the basic health insurance system influences depression in Northwest China. METHODS: Participants were selected from 32 communities in two northwestern Chinese cities through a three-stage random sampling. Three waves of interviews were completed in April 2006, December 2006, and January 2008. The baseline survey was completed by 4,079 participants. Subsequently, 2,220 participants completed the first follow-up, and 1,888 completed the second follow-up. Depression symptoms were measured by the Center for Epidemiologic Studies Depression Scale (CES-D). RESULTS: A total of 40.0% of participants had at least one form of health insurance. The percentages of participants with severe depressive symptoms in the three waves were 21.7%, 22.0%, and 17.6%. Depressive symptoms were found to be more severe among participants without health insurance in the follow-up surveys. After adjusting for confounders, participants without health insurance were found to experience a higher risk of developing severe depressive symptoms than participants with health insurance (7 months: OR, 1.40; 95% CI, 1.09-1.82; p = 0.01; 20 months: OR, 1.89; 95% CI, 1.37-2.61; p < 0.001). CONCLUSION: A lack of basic health insurance can dramatically increase the risk of depression based on northwestern Chinese community samples.

Investigating the longer-term health consequences of work-related injuries among youth.

PURPOSE: To investigate the longer-term health consequences of work injuries among youth aged 15-24 years using a population-based, longitudinal study (1991-2001) of merged health care and workers' compensation records. METHODS: A group-based modeling approach was used (1) to identify unique trajectories of health care use defined by general practitioner visits among the study sample stratified by gender, and (2) to determine the injury factors that predict a youth's membership in a trajectory, adjusted for sociodemographic factors. RESULTS: Four long-term trajectories of health care use were identified among young injured workers, for both males and females. Similar trajectories were observed among a comparison, noninjured sample but the magnitude of health care use was consistently higher among the injured worker cohort, especially for females (attributable to general practitioner [GP] visits for symptoms, signs and ill-defined diagnoses), and a notable "spike" in health care use occurred in the year immediately after a work injury for both males and females that was not observed in the comparison population during the matched year (attributable to GP visits for musculoskeletal and injury diagnoses). For males, the type of work injury mattered with an increased odds of belonging to the higher health care trajectories associated with a musculoskeletal injury (odds ratio [OR] = 1.57, 95% CI = .76, 3.23; and OR = 1.61, 95% CI 1.08, 2.41 for the postinjury trajectories), adjusted for age, occupation, socioeconomic status, and geographic location. CONCLUSION: Persistent use of health care services may represent a cumulative burden of morbidity over the life course as a result of a work-related injury in general among young women and as a result of musculoskeletal injuries in particular among males.