A sandglass ladder residual network(SLRN)is proposed for multi-label chest X-ray classification,thereby improving the accuracy of clinical diagnosis.SLRN consists of 3 key modules:(1)a sandglass convolutional module to simultaneously extract inter-channel and spatial information;(2)a ladder self attention block to achieve different window divisions through shift operations,expand the receptive field,and realize multi-scale feature extraction and fusion;(3)class specific residual attention in the multi-label classification stage to capture the correlation between different labels and the importance of features for accomplishing more accurate classification by adjusting the weights of different features.The proposed model is validated using the IU X-Ray dataset collected by Indiana University and the publicly available Chest X-Ray14 dataset collected by the National Institutes of Health in the United States;and the results demonstrate that SLRN which combines the advantages of convolutional neural network and vision transformer enables the capture of local features and global correlations in images,better handles long-distance dependencies,and assists doctors in clinical diagnosis.

Chemotherapy is a critical treatment modality for cancer,playing an essential role in oncology.However,chemotherapy-related diarrhea(CRD)remains a troubling adverse effect,often leading to reduced chemotherapy doses,treatment delays or discontinuation,and modifications to therapeutic plans.In severe cases,CRD can be life-threatening.5-fluorouracil and irinotecan are the most common chemotherapy drugs that cause CRD.With the increase in the use of triplet combination chemotherapy regimens,diarrhea-related deaths have increased,which may be related to neutropenic enterocolitis.Loperamide is the main drug for the treatment of CRD.In clinical practice,management of diarrhea that is not responsive to loperamide is of utmost concern.Therefore,based on evidence-based medicine and clinical practice experience,the expert panel carried out a comprehensive assessment and discussion on the definition,pathogenesis,classification,evaluation,diagnosis,intervention,and prevention of CRD.Eventually,the Chinese Expert Consensus on Whole-process Management of Chemotherapy-Related Diarrhea(2025 Edition)was formulated to further standardize the whole-process management of chemotherapy-related diarrhea.The consensus has been registered on Practice guideline REgistration for transPAREncy(PREPARE)with the registration number PREPARE-2024CN1246.

Objective: To analyze the mediating effects of loneliness and depressive symptoms on family functioning and life satisfaction among rural elderly patients with chronic diseases, so as to provide the basis for improving the life satisfaction of this population. Methods: Rural elderly patients with chronic diseases aged ≥60 years in Qiannan Buyi and Miao Autonomous Prefecture, Guizhou Province were selected using a multi-stage stratified random cluster sampling method from June to September 2022. Basic information such as gender, age, and chronic diseases were collected. Family function, life satisfaction, loneliness and depressive symptoms were evaluated using Family Care Index Scale, the Satisfaction with Life Scale, the b-item Revised VCLA Loneliness Sale and the 15-item Geriatric Depression Scale, respectively. The structural equation model was constructed using Amos software to analyze the mediating effects of loneliness and depressive symptoms on the relationship between family function and life satisfaction. The Bootstrap method was employed to test the mediating effects. Results: A total of 1 145 rural elderly patients with chronic diseases were recruited, including 517 males (45.15%) and 628 females (54.85%). Among the participants, 657 individuals (57.38%) were aged 60-<71 years, and 540 individuals (47.16%) had three or more chronic diseases. The scores for family function, life satisfaction, loneliness, and depressive symptoms were (3.90±1.18), (18.88±5.25), (12.88±2.99), and (6.65±2.26), respectively. Mediating effect analysis showed that family function had a direct positive effect on life satisfaction (β=0.179, 95%CI: 0.126-0.231). It also indirectly positively influenced the life satisfaction of rural elderly patients with chronic diseases through the independent mediating effect of depressive symptoms (β=0.035, 95%CI: 0.021-0.054) and the chained mediating effect of loneliness and depressive symptoms (β=0.021, 95%CI: 0.013-0.030). The mediating effect of depressive symptoms accounted for 14.89% of the total effect, while the chained mediating effect of loneliness and depressive symptoms accounted for 8.94% of the total effect. Conclusion Good family function can directly enhance the life satisfaction of rural elderly patients with chronic diseases and can also indirectly improve their life satisfaction by reducing loneliness and depressive symptoms.

Objective:To investigate the association between frailty and prognosis of elderly patients in the emergency department, and to validate frailty screening tools suitable for the emergency department.Methods:This was a prospective cohort study. Clinical data of elderly patients over 60 years old treated in the emergency department of Beijing Bo'Ai Hospital from January to December 2021 were collected. The Frailty Screening Questionnaire (FSQ), FRAIL Scale (FRAIL) and Clinical Frailty Scale (CFS) were used to score patients, and patients were divided into frail or non-frail group according to the criteria of the above three scales. Twelve-month all-cause mortality was the primary endpoint, dependence and re-admission to the emergency department within 12 months were secondary outcomes. Receiver operating characteristic curves were used to evaluate the ability of the FSQ, FRAIL and CFS scores to predict the primary and secondary endpoints, and the areas under the curve (AUC) were calculated and compared. Survival analysis was performed using Cox hazard proportional regression model, and relative risk was expressed as hazard ratio ( HR) and 95% CI. Results:A total of 406 patients were included in the study. The AUCs (95% CI) of FSQ, FRAIL and CFS scores for predicting 12-month all-cause mortality were 0.879 (0.844-0.909), 0.838 (0.798-0.872), 0.906 (0.873-0.933), respectively (all P<0.001). The AUCs of 3 scores for predicting secondary endpoints ranged from 0.820 to 0.889 (all P<0.001). Pairwise comparisons of the AUCs showed that the CFS was superior to one or both of the other frailty screening scales in predicting 12-month all-cause mortality and dependence except for re-admission to emergency room within 12 months after discharge (all P<0.05). Cox regression analysis revealed that, after adjusting for sex, age, body mass index and comorbidities, frailty as defined by the FSQ, FRAIL, and CFS scales was independently associated with 12-month all-cause mortality, with the HRadj of 3.267 (95% CI: 2.406-4.435), 2.465 (95% CI: 1.819-3.341), 3.523 (95% CI: 2.648-4.687), respectively (all P<0.001). Conclusions:FSQ, FRAIL and CFS scores can predict adverse outcomes, the CFS is a practical frailty screening tool in the emergency department, and frailty screening can improve the risk stratification of older patients.

Objective:To analyze changes of donor corneal endothelial cell density (ECD) and morphology from eye bank before and after keratolasty and the influencing factors.Methods:An observational case series study was performed.A total of 118 donor corneas, retrieved by the Shandong Province Eye Bank between July 2020 and June 2021 for penetrating keratoplasty (PKP) and endothelial keratoplasty (EK) were included.Among them, 99 corneas (83.90%) were used for PKP, and 19(16.10%) for EK.The basic information of donors and the results of corneal quality tests were analyzed and compared with ECD measured by endothelial microscopy one month after keratolasty.Morphological changes in endothelial cells before and after surgery were observed, and factors influencing corneal ECD and morphology were analyzed.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Shandong Eye Hospital (No.SDSYKYY20170319).Written informed consent was obtained from each subject.Results:Among the 99 donor corneas for PKP, there were statistically significant differences in preoperative donor corneal ECD and 1-month postoperative ECD of implant among different age groups ( F=18.136, 5.936; both P<0.01), which were lower in the 31-60-year-old group and the >60-year-old group than in the 0-30-year-old group and higher in the 31-60-year-old group than in the >60-year-old group, with statistically significant differences (all P<0.01).There were statistically significant differences in the preoperative donor corneal ECD among different donor cause of death groups ( F=4.524, P<0.01), which was higher in the traumatic accident group compared to the cardiovascular and cerebrovascular disease group, chronic organ failure group and malignant tumor group (all P<0.01).The preoperative donor ECD in the death-tissue retrieval time ≤6 hours group was (2 577.66±284.63)cells/mm 2, which was higher than (2 372.46±399.75)cells/mm 2 in the death-tissue retrieval time >6 hours group, with a statistically significant difference ( t=2.289, P<0.05).There were statistically significant differences in 1-month postoperative ECD among the preservation-surgery time ≤3 days, 3-6 days, and >6 days groups ( F=6.201, P<0.01), with higher ECD in preservation-surgery time ≤3 days groups than in 3-6 days and >6 days groups (both P<0.01).The preoperative donor corneal ECD applied to EK was significantly higher than that applied to PKP ( t=-2.660, P<0.01).ECD at 1 month after surgery applied to PKP was significantly higher than that applied to EK ( t=4.286, P<0.01).The ECD reduction rate was 7.14% (0.01%, 17.69%) and 31.07% (22.11%, 45.86%) in PKP group and EK group, respectively, with a statistically significant difference ( Z=4.969, P<0.01).The ECD was lower in the group with dark area than in the non-dark area group before PKP, with a statistically significant difference ( t=6.789, P=0.011).There was no significant difference in ECD at 1 month after keratoplasty between the two groups ( t=0.005, P=0.945).Multivariate logistic regression model results showed that preservation-surgery time >6 days and the cause of donor death being malignant tumor were risk factors for the appearance of dark areas in donor corneal endothelium ( OR=9.038, P=0.030; OR=6.577, P=0.018). Conclusions:The older the donor, the lower the ECD.Prolonged preservation-surgery time (>6 days) is the main factor contributing to the decline in ECD after keratolasty.Compared to PKP, there is a higher endothelial cell loss after EK.The tissue preservation-surgery time >6 days and the cause of donor death being malignant tumor are the main risk factors affecting the appearance of dark areas in the donor corneal endothelium.But the presence of physiological dark areas does not significantly influence the ECD after surgery.

Objective:To analyze changes of donor corneal endothelial cell density (ECD) and morphology from eye bank before and after keratolasty and the influencing factors.Methods:An observational case series study was performed.A total of 118 donor corneas, retrieved by the Shandong Province Eye Bank between July 2020 and June 2021 for penetrating keratoplasty (PKP) and endothelial keratoplasty (EK) were included.Among them, 99 corneas (83.90%) were used for PKP, and 19(16.10%) for EK.The basic information of donors and the results of corneal quality tests were analyzed and compared with ECD measured by endothelial microscopy one month after keratolasty.Morphological changes in endothelial cells before and after surgery were observed, and factors influencing corneal ECD and morphology were analyzed.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Shandong Eye Hospital (No.SDSYKYY20170319).Written informed consent was obtained from each subject.Results:Among the 99 donor corneas for PKP, there were statistically significant differences in preoperative donor corneal ECD and 1-month postoperative ECD of implant among different age groups ( F=18.136, 5.936; both P<0.01), which were lower in the 31-60-year-old group and the >60-year-old group than in the 0-30-year-old group and higher in the 31-60-year-old group than in the >60-year-old group, with statistically significant differences (all P<0.01).There were statistically significant differences in the preoperative donor corneal ECD among different donor cause of death groups ( F=4.524, P<0.01), which was higher in the traumatic accident group compared to the cardiovascular and cerebrovascular disease group, chronic organ failure group and malignant tumor group (all P<0.01).The preoperative donor ECD in the death-tissue retrieval time ≤6 hours group was (2 577.66±284.63)cells/mm 2, which was higher than (2 372.46±399.75)cells/mm 2 in the death-tissue retrieval time >6 hours group, with a statistically significant difference ( t=2.289, P<0.05).There were statistically significant differences in 1-month postoperative ECD among the preservation-surgery time ≤3 days, 3-6 days, and >6 days groups ( F=6.201, P<0.01), with higher ECD in preservation-surgery time ≤3 days groups than in 3-6 days and >6 days groups (both P<0.01).The preoperative donor corneal ECD applied to EK was significantly higher than that applied to PKP ( t=-2.660, P<0.01).ECD at 1 month after surgery applied to PKP was significantly higher than that applied to EK ( t=4.286, P<0.01).The ECD reduction rate was 7.14% (0.01%, 17.69%) and 31.07% (22.11%, 45.86%) in PKP group and EK group, respectively, with a statistically significant difference ( Z=4.969, P<0.01).The ECD was lower in the group with dark area than in the non-dark area group before PKP, with a statistically significant difference ( t=6.789, P=0.011).There was no significant difference in ECD at 1 month after keratoplasty between the two groups ( t=0.005, P=0.945).Multivariate logistic regression model results showed that preservation-surgery time >6 days and the cause of donor death being malignant tumor were risk factors for the appearance of dark areas in donor corneal endothelium ( OR=9.038, P=0.030; OR=6.577, P=0.018). Conclusions:The older the donor, the lower the ECD.Prolonged preservation-surgery time (>6 days) is the main factor contributing to the decline in ECD after keratolasty.Compared to PKP, there is a higher endothelial cell loss after EK.The tissue preservation-surgery time >6 days and the cause of donor death being malignant tumor are the main risk factors affecting the appearance of dark areas in the donor corneal endothelium.But the presence of physiological dark areas does not significantly influence the ECD after surgery.

A sandglass ladder residual network(SLRN)is proposed for multi-label chest X-ray classification,thereby improving the accuracy of clinical diagnosis.SLRN consists of 3 key modules:(1)a sandglass convolutional module to simultaneously extract inter-channel and spatial information;(2)a ladder self attention block to achieve different window divisions through shift operations,expand the receptive field,and realize multi-scale feature extraction and fusion;(3)class specific residual attention in the multi-label classification stage to capture the correlation between different labels and the importance of features for accomplishing more accurate classification by adjusting the weights of different features.The proposed model is validated using the IU X-Ray dataset collected by Indiana University and the publicly available Chest X-Ray14 dataset collected by the National Institutes of Health in the United States;and the results demonstrate that SLRN which combines the advantages of convolutional neural network and vision transformer enables the capture of local features and global correlations in images,better handles long-distance dependencies,and assists doctors in clinical diagnosis.

Chemotherapy is a critical treatment modality for cancer,playing an essential role in oncology.However,chemotherapy-related diarrhea(CRD)remains a troubling adverse effect,often leading to reduced chemotherapy doses,treatment delays or discontinuation,and modifications to therapeutic plans.In severe cases,CRD can be life-threatening.5-fluorouracil and irinotecan are the most common chemotherapy drugs that cause CRD.With the increase in the use of triplet combination chemotherapy regimens,diarrhea-related deaths have increased,which may be related to neutropenic enterocolitis.Loperamide is the main drug for the treatment of CRD.In clinical practice,management of diarrhea that is not responsive to loperamide is of utmost concern.Therefore,based on evidence-based medicine and clinical practice experience,the expert panel carried out a comprehensive assessment and discussion on the definition,pathogenesis,classification,evaluation,diagnosis,intervention,and prevention of CRD.Eventually,the Chinese Expert Consensus on Whole-process Management of Chemotherapy-Related Diarrhea(2025 Edition)was formulated to further standardize the whole-process management of chemotherapy-related diarrhea.The consensus has been registered on Practice guideline REgistration for transPAREncy(PREPARE)with the registration number PREPARE-2024CN1246.

Objective:To analyze the epidemiological characteristics of respiratory syncytial virus (RSV) among children in Hebei from 2019 to 2023.Methods:A total of 46 576 lower respiratory tract specimens were collected from hospitalized children in the Children′s Hospital of Hebei Province from 2019 to 2023. Multiple RT-PCR and capillary electrophoresis were used to detect 13 common respiratory pathogens in the specimens, and the results were statistically analyzed.Results:The overall positive rate of RSV was 18.76%(8 739/46 576). The overall positive rates of RSV in male and female children were 18.84%(5 174/27 462) and 18.65%(3 565/19 114), respectively, showing no statistically significant difference between genders (χ 2=0.916, P=0.339). A linear relationship was found between the positive rate of RSV and age ( P<0.01). There was a significant difference in the positive rates of RSV in different years (χ 2=723.71, P<0.01). The positive rate of RSV peaked in the period from December to February from 2019 to 2021. In 2019 and 2020, the positive rates of RSV were very low from May to October, while the positive rate of RSV was above 10% throughout the whole year of 2021 and small off-season epidemics occurred in May and August. The positive rate of RSV was low in 2022, and no significant seasonal change was observed. The rate of RSV infections peaked from April to June in 2023. There were significant differences in the rates of RSV infections before, during and after the COVID-19 epidemic in each age group ( P<0.01). The rate of mixed infections was 29.20%(2 522/8 739), and the most common other respiratory pathogen was human rhinovirus (52.29%, 1 342/2 552 ). Conclusions:RSV is a common pathogen causing respiratory tract infections in children in Hebei, especially in children under 3 years old. After the COVID-19 epidemic, there are off-season RSV epidemics. Given the variations in the epidemiological features of RSV, it is necessary to carry out continuous monitoring of RSV to provide scientific data for the prevention and control of related diseases.