Objective: To investigate the coexistence of comorbidity of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou and its associated factors, so as to provide evidence for integrated prevention and control of common multiple health issues in students. Methods: From September to November 2023, a total of 5 867 middle school students from 6 counties (cities and districts) in Quzhou City were selected by stratified random cluster sampling. Physical and visual examinations were conducted, and the Center for Epidemiological Studies - Depression Scale (CES-D) along with a questionnaire on health status and influencing factors were completed. Multivariate Logistic regression was used to analyze the related factors of coexistence of myopia, overweight/obesity, and depressive symptoms among middle school students, and a nomogram model was constructed based on the results. Results: A total of 161 middle school students in Quzhou City were identified as having comorbid myopia, overweight/ obesity and depressive symptoms, with a detection rate of 2.74%. The results of multivariate Logistic regression analysis showed that the coexistence of myopia, overweight/obesity and depressive symptoms increased among middle school students with older age ( OR =1.11), a greater number unhealthy dietary behaviors (1,2,≥3; OR =2.40, 2.70, 4.63), insufficient sleep( OR =1.78) and alcohol consumption ( OR =2.11)(all P <0.05). Compared with no homework after class, those whose homework duration after class was 1 to < 2 hour had a lower risk of comorbidity of myopia, overweight/obesity and depressive symptoms ( OR =0.53, P <0.05). The results of the nomogram model showed that the AUC (95% CI ) was 0.71 (0.67-0.74). Conclusions The coexistence of myopia, overweight/obesity and depressive symptoms among middle school students in Quzhou City is related to age, sleeping, alcohol consumption, poor dietary behavior and the duration of after school homework. The nomogram model can assist in the early screening and intervention of multiple health issues among students.

To develop a novel polyamino acid-based nanohydrogel drug delivery system for dexamethasone to enhance its delivery efficiency to the inner ear.

A local context fusion based segmentation model which uses a local context attention mechanism to filter out irrelevant feature information and enhance the attention to important regions is presented for accurate polyp segmentation. The features at different scales are captured by multi-kernel dilated convolution for improving the accuracy of polyp boundary segmentation. Pyramid context selection module utilizes shallow encoder features to compensate for the low-level information lost by the deeper encoder,enabling the model to adapt to polyps of various sizes. The proposed model achieves accuracies of 97.67％,97.19％ and 99.23％ on Kvasir-SEG,EndoScene and CVC-ClinicDB datasets,respectively,with mIoU of 91.20％,88.31％ and 94.75％,respectively,exhibiting higher accuracy and generalizability than the existing classical methods and validating its superior performance in polyp segmentation. The proposed model can improve polyp segmentation accuracy and provide a more accurate aid for polyp segmentation.

A local context fusion based segmentation model which uses a local context attention mechanism to filter out irrelevant feature information and enhance the attention to important regions is presented for accurate polyp segmentation. The features at different scales are captured by multi-kernel dilated convolution for improving the accuracy of polyp boundary segmentation. Pyramid context selection module utilizes shallow encoder features to compensate for the low-level information lost by the deeper encoder,enabling the model to adapt to polyps of various sizes. The proposed model achieves accuracies of 97.67％,97.19％ and 99.23％ on Kvasir-SEG,EndoScene and CVC-ClinicDB datasets,respectively,with mIoU of 91.20％,88.31％ and 94.75％,respectively,exhibiting higher accuracy and generalizability than the existing classical methods and validating its superior performance in polyp segmentation. The proposed model can improve polyp segmentation accuracy and provide a more accurate aid for polyp segmentation.

Objective:To combine the conventional audiometric curves and extended high frequency audiometric curves of patients with sensorineural deafness to form a full-frequency audiometric curve and to perform typing, so as to comprehensively understand the hearing status of patients with sensorineural deafness.Methods:This study was a cross-sectional study. The study subjects included 249 patients with sensorineural hearing loss who visited the Otolaryngology-Head and Neck Surgery outpatient clinic of the PLA General Hospital between July 2019 and December 2020. Among them, 146 were male and 103 were female, aged 11 to 80 years. The cases included 123 with mild hearing loss, 70 with moderate hearing loss, 32 with moderately severe hearing loss, 17 with severe hearing loss, 6 with profound hearing loss, and 1 with total deafness. According to the national standard GB/T16403-1996, conventional pure-tone audiometry (125-8 000 Hz) was performed on the 249 patients with sensorineural hearing loss to obtain their conventional-frequency hearing curves, which were then classified. Extended high-frequency pure-tone threshold testing (9 000-20 000 Hz) was conducted using extended high-frequency headphones, specifically including eight frequencies: 9 000, 10 000, 11 200, 12 500, 14 000, 16 000, 18 000, and 20 000 Hz. Ultimately, the full-frequency hearing curves (125-20 000 Hz) of each patient were obtained. The K-means clustering analysis method was used to classify the hearing curves based on their characteristics, and the results of the K-means clustering analysis were partially adjusted through manual screening.Results:The conventional hearing curves of all 249 patients were consistent with sensorineural hearing loss. The detection rates for extended high frequencies (9 000, 10 000, 11 200, 12 500, 14 000, 16 000, 18 000, and 20 000 Hz) were 96.79% (241/249), 94.38% (235/249), 87.95% (219/249), 78.31% (195/249), 65.46% (163/249), 22.09% (55/249), 10.84% (27/249), and 0.80% (2/249), respectively. The conventional-frequency hearing curves of the patients could be classified into the following types: low-frequency descending type (50/249, 20.08%), conventional-frequency steep descending type (78/249, 31.33%), conventional-frequency gradual descending type (58/249, 23.29%), conventional-frequency flat type (25/249, 10.04%), conventional-frequency 4 000 Hz notch type (30/249, 12.05%), and other types (8/249, 3.21%). By incorporating extended high-frequency hearing data, the full-frequency hearing curves of 235 patients were further classified into the following types based on different characteristics: full-frequency hill type (32/235, 13.62%), full-frequency ascending type (28/235, 11.91%), full-frequency 8 000 Hz notch type (14/235, 5.96%), full-frequency steep descending type (82/235, 34.89%), full-frequency gradual descending type (34/235, 14.47%), full-frequency shoulder-raising type (7/235, 2.98%), full-frequency shoulder-dropping type (25/235, 10.64%), full-frequency flat type (8/235, 3.40%), and other full-frequency types (5/235, 2.13%).Conclusions:Compared to the classification based on conventional-frequency hearing curves, the full-frequency hearing curves of patients with sensorineural hearing loss provide a more comprehensive representation of their overall hearing status. Patients with the same conventional-frequency hearing curve classification may exhibit different full-frequency hearing curve types, suggesting potential differences in the location and extent of pathological damage within their auditory systems.

Objectives:To evaluate the outcomes of cochlear implantation in prelingually deafened late-implanted patients with regular cochlear implant use and to analyze the influencing factors of rehabilitation effects.Methods:This before-after self-controlled study design included 60 subjects, comprising 36 males and 24 females, who had received cochlear implantation at Chinese PLA General Hospital. Post-implantation, all patients demonstrated continuous and regular use of cochlear implants (≥8 hours daily). Rehabilitation outcomes were evaluated by using the Categories of Auditory Performance scale (CAP), Meaningful Auditory Integration Scale (MAIS), Speech Intelligibility of Rating scale (SIR), Meaningful Use of Speech Scale (MUSS) and speech recognition score (SRS) in 2018 and 2023. 9 potential risk factors were analyzed by univariate analysis with SPSS 25.0. The influencing factors associated with outcomes were evaluated through multivariate logistic regression.Results:Longitudinal data of 60 participants followed-up in 2018 and 2023 were analyzed. The average duration of cochlear implant use for all patients was (11.3±3.0) years. The mean score of CAP, SIR and MUSS improved significantly over time. The mean CAP score before surgery was (1.0±0.9). From 2018 to 2023, the mean CAP score improved from (5.1±1.4) to (5.9±1.6), with a statistical significance ( P<0.01); the mean SIR score before surgery was (1.3±0.5), and the mean SIR score improved from (2.7±1.1) to (3.2±1.3), with a statistical significance ( P<0.01); the mean MUSS score increased from (16.8±9.7) to (21.1±10.9) between the two follow-ups, with a statistical significance ( P<0.01); the MAIS was only initiated in the 2023 follow-up, with a mean score of (31.0±10.2). The speech recognition score for monosyllabic words increased from (23.9±16.0)% to (25.2±13.0)%, with no statistically significant difference ( P=0.66). Preoperative residual hearing significantly predicted rehabilitation outcomes at univariate analysis ( P<0.05), but the statistical significance was lost at multivariate analysis ( P>0.05). Age at implantation was identified as an independent predictive factor by both univariate and multivariate analysis (Hazard Ratio, 0.88; 95% Confidence Interval 0.79-0.97; P=0.014). The cut-off point for predicting further rehabilitation effects was 19.2 years old. In the correlation analysis of different scales, the CAP score was positively correlated with the total score of MAIS. So were the SIR score and the total score of MUSS. Conclusions:For prelingually deafened late-implanted patients with regular CI use, there was still potential for further improvement of auditory and speech abilities even after 10 years post-implantation. Age at implantation was an independent predictive factor and the cut-off point was 19.2 years old.

Objectives:To describe, analyze, and compare the temporal trends of age and sex-specific burden of Otitis media(OM) in China and globally from 1992 to 2021.Methods:Data from the Global Burden of Disease(GBD) database from 1992 to 2021 were used to analyze the characteristics of OM burden in China and globally, including changes in incidence, prevalence, mortality, and disability-adjusted life years(DALYs). Epidemiological characteristics of OM were analyzed using methods such as Joinpoint analysis, age-period-cohort models, and decomposition analysis. Autoregressive Integrated Moving Average(ARIMA) models were used to forecast the incidence and prevalence rates over the next 15 years.Results:From 1992 to 2021, the age-standardized incidence rate (ASIR) of OM in China decreased from 4 183.54/100, 000 to 4 179.92/100, 000, while, the global ASIR increased from 5 345.09/100, 000 to 5 529.1/100, 000. The age-standardized prevalence rate (ASPR) in China decreased from 1 835.2/100, 000 to 1 332.11/100, 000, while, the global ASPR decreased from 1 786.56/100, 000 to 1 593.74/100, 000. The age-standardized mortality rate (ASMR) in China decreased from 0.01/100, 000 to 0, while, the global ASMR decreased from 0.03/100, 000 to 0.01/100, 000. The age-standardized DALY rate (ASDR) in China decreased from 37.39/100, 000 to 26.53/100, 000, while, the global ASDR decreased from 37.68/100, 000 to 32.54/100, 000. The average annual percent change (AAPC) for ASIR, ASPR, ASMR, and ASDR in China were -0.003%, -1.101%, -9.803%, and -1.178%, respectively, while, globally the AAPC were 0.116%, -0.395%, -4.396%, and -0.506%, respectively. The impact of age and sex on the burden of OM varied. The incidence rate was highest in children, especially in the group under 5 years old, followed by the elderly. The incidence and mortality of OM were higher in females than in males. Decomposition analysis indicated that the main factor contributing to the decline in DALYs in China was epidemiological changes, while, the main factor contributing to the increase in global DALYs was population growth. Over the next 15 years, it might be predicted that the prevalence of OM will decrease in both China and globally, with a decrease in incidence in China and an increase in the global incidence.Conclusion:From 1992 to 2021, the incidence, prevalence, mortality, and DALYs of OM in China have generally shown a declining trend, indicating a gradual reduction in the disease burden of OM in China. The disease burden of OM is age-related, with the highest incidence and prevalence observed in children and a higher mortality rate in the elderly population. OM remains a significant public health challenge in China.

Objective:To combine the conventional audiometric curves and extended high frequency audiometric curves of patients with sensorineural deafness to form a full-frequency audiometric curve and to perform typing, so as to comprehensively understand the hearing status of patients with sensorineural deafness.Methods:This study was a cross-sectional study. The study subjects included 249 patients with sensorineural hearing loss who visited the Otolaryngology-Head and Neck Surgery outpatient clinic of the PLA General Hospital between July 2019 and December 2020. Among them, 146 were male and 103 were female, aged 11 to 80 years. The cases included 123 with mild hearing loss, 70 with moderate hearing loss, 32 with moderately severe hearing loss, 17 with severe hearing loss, 6 with profound hearing loss, and 1 with total deafness. According to the national standard GB/T16403-1996, conventional pure-tone audiometry (125-8 000 Hz) was performed on the 249 patients with sensorineural hearing loss to obtain their conventional-frequency hearing curves, which were then classified. Extended high-frequency pure-tone threshold testing (9 000-20 000 Hz) was conducted using extended high-frequency headphones, specifically including eight frequencies: 9 000, 10 000, 11 200, 12 500, 14 000, 16 000, 18 000, and 20 000 Hz. Ultimately, the full-frequency hearing curves (125-20 000 Hz) of each patient were obtained. The K-means clustering analysis method was used to classify the hearing curves based on their characteristics, and the results of the K-means clustering analysis were partially adjusted through manual screening.Results:The conventional hearing curves of all 249 patients were consistent with sensorineural hearing loss. The detection rates for extended high frequencies (9 000, 10 000, 11 200, 12 500, 14 000, 16 000, 18 000, and 20 000 Hz) were 96.79% (241/249), 94.38% (235/249), 87.95% (219/249), 78.31% (195/249), 65.46% (163/249), 22.09% (55/249), 10.84% (27/249), and 0.80% (2/249), respectively. The conventional-frequency hearing curves of the patients could be classified into the following types: low-frequency descending type (50/249, 20.08%), conventional-frequency steep descending type (78/249, 31.33%), conventional-frequency gradual descending type (58/249, 23.29%), conventional-frequency flat type (25/249, 10.04%), conventional-frequency 4 000 Hz notch type (30/249, 12.05%), and other types (8/249, 3.21%). By incorporating extended high-frequency hearing data, the full-frequency hearing curves of 235 patients were further classified into the following types based on different characteristics: full-frequency hill type (32/235, 13.62%), full-frequency ascending type (28/235, 11.91%), full-frequency 8 000 Hz notch type (14/235, 5.96%), full-frequency steep descending type (82/235, 34.89%), full-frequency gradual descending type (34/235, 14.47%), full-frequency shoulder-raising type (7/235, 2.98%), full-frequency shoulder-dropping type (25/235, 10.64%), full-frequency flat type (8/235, 3.40%), and other full-frequency types (5/235, 2.13%).Conclusions:Compared to the classification based on conventional-frequency hearing curves, the full-frequency hearing curves of patients with sensorineural hearing loss provide a more comprehensive representation of their overall hearing status. Patients with the same conventional-frequency hearing curve classification may exhibit different full-frequency hearing curve types, suggesting potential differences in the location and extent of pathological damage within their auditory systems.

Objectives:To evaluate the outcomes of cochlear implantation in prelingually deafened late-implanted patients with regular cochlear implant use and to analyze the influencing factors of rehabilitation effects.Methods:This before-after self-controlled study design included 60 subjects, comprising 36 males and 24 females, who had received cochlear implantation at Chinese PLA General Hospital. Post-implantation, all patients demonstrated continuous and regular use of cochlear implants (≥8 hours daily). Rehabilitation outcomes were evaluated by using the Categories of Auditory Performance scale (CAP), Meaningful Auditory Integration Scale (MAIS), Speech Intelligibility of Rating scale (SIR), Meaningful Use of Speech Scale (MUSS) and speech recognition score (SRS) in 2018 and 2023. 9 potential risk factors were analyzed by univariate analysis with SPSS 25.0. The influencing factors associated with outcomes were evaluated through multivariate logistic regression.Results:Longitudinal data of 60 participants followed-up in 2018 and 2023 were analyzed. The average duration of cochlear implant use for all patients was (11.3±3.0) years. The mean score of CAP, SIR and MUSS improved significantly over time. The mean CAP score before surgery was (1.0±0.9). From 2018 to 2023, the mean CAP score improved from (5.1±1.4) to (5.9±1.6), with a statistical significance ( P<0.01); the mean SIR score before surgery was (1.3±0.5), and the mean SIR score improved from (2.7±1.1) to (3.2±1.3), with a statistical significance ( P<0.01); the mean MUSS score increased from (16.8±9.7) to (21.1±10.9) between the two follow-ups, with a statistical significance ( P<0.01); the MAIS was only initiated in the 2023 follow-up, with a mean score of (31.0±10.2). The speech recognition score for monosyllabic words increased from (23.9±16.0)% to (25.2±13.0)%, with no statistically significant difference ( P=0.66). Preoperative residual hearing significantly predicted rehabilitation outcomes at univariate analysis ( P<0.05), but the statistical significance was lost at multivariate analysis ( P>0.05). Age at implantation was identified as an independent predictive factor by both univariate and multivariate analysis (Hazard Ratio, 0.88; 95% Confidence Interval 0.79-0.97; P=0.014). The cut-off point for predicting further rehabilitation effects was 19.2 years old. In the correlation analysis of different scales, the CAP score was positively correlated with the total score of MAIS. So were the SIR score and the total score of MUSS. Conclusions:For prelingually deafened late-implanted patients with regular CI use, there was still potential for further improvement of auditory and speech abilities even after 10 years post-implantation. Age at implantation was an independent predictive factor and the cut-off point was 19.2 years old.

Objectives:To describe, analyze, and compare the temporal trends of age and sex-specific burden of Otitis media(OM) in China and globally from 1992 to 2021.Methods:Data from the Global Burden of Disease(GBD) database from 1992 to 2021 were used to analyze the characteristics of OM burden in China and globally, including changes in incidence, prevalence, mortality, and disability-adjusted life years(DALYs). Epidemiological characteristics of OM were analyzed using methods such as Joinpoint analysis, age-period-cohort models, and decomposition analysis. Autoregressive Integrated Moving Average(ARIMA) models were used to forecast the incidence and prevalence rates over the next 15 years.Results:From 1992 to 2021, the age-standardized incidence rate (ASIR) of OM in China decreased from 4 183.54/100, 000 to 4 179.92/100, 000, while, the global ASIR increased from 5 345.09/100, 000 to 5 529.1/100, 000. The age-standardized prevalence rate (ASPR) in China decreased from 1 835.2/100, 000 to 1 332.11/100, 000, while, the global ASPR decreased from 1 786.56/100, 000 to 1 593.74/100, 000. The age-standardized mortality rate (ASMR) in China decreased from 0.01/100, 000 to 0, while, the global ASMR decreased from 0.03/100, 000 to 0.01/100, 000. The age-standardized DALY rate (ASDR) in China decreased from 37.39/100, 000 to 26.53/100, 000, while, the global ASDR decreased from 37.68/100, 000 to 32.54/100, 000. The average annual percent change (AAPC) for ASIR, ASPR, ASMR, and ASDR in China were -0.003%, -1.101%, -9.803%, and -1.178%, respectively, while, globally the AAPC were 0.116%, -0.395%, -4.396%, and -0.506%, respectively. The impact of age and sex on the burden of OM varied. The incidence rate was highest in children, especially in the group under 5 years old, followed by the elderly. The incidence and mortality of OM were higher in females than in males. Decomposition analysis indicated that the main factor contributing to the decline in DALYs in China was epidemiological changes, while, the main factor contributing to the increase in global DALYs was population growth. Over the next 15 years, it might be predicted that the prevalence of OM will decrease in both China and globally, with a decrease in incidence in China and an increase in the global incidence.Conclusion:From 1992 to 2021, the incidence, prevalence, mortality, and DALYs of OM in China have generally shown a declining trend, indicating a gradual reduction in the disease burden of OM in China. The disease burden of OM is age-related, with the highest incidence and prevalence observed in children and a higher mortality rate in the elderly population. OM remains a significant public health challenge in China.