1.Research progress on intelligent diagnosis of eye diseases based on facial photos
Hanwen XU ; Moxin CHEN ; Xiaoyi LIANG ; Qin SHU ; Wanqin NIE ; Xuefeng YANG ; Minxuan SHEN ; Xiaojing LI ; Yu CAO ; Lin LI
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(9):1249-1255
The number of patients with eye diseases in China is enormous,and the negative effects of these conditions,such as impaired visual function,psychological burdens,and restricted social participation,are becoming increasingly severe.Due to the limited and unevenly distributed ophthalmic resources,and the significant limitations of traditional diagnostic and therapeutic approaches in terms of accuracy and efficiency,there is an urgent need for more sensitive and efficient modalities.With the rapid advancement of artificial intelligence technology,ophthalmic diagnosis has entered a new stage of intelligent transformation.Facial photos,as a noninvasive and convenient medium,show unique advantages in eye disease diagnosis.Artificial intelligence systems based on facial photo analysis have been applied to the screening and diagnosis of conditions such as myopia,strabismus,ptosis,and thyroid eye disease,showing promising results.This review introduces the workflow of intelligent diagnosis for ocular diseases based on facial photographs,with a focus on recapitulating relevant research findings both domestically and internationally in recent years.It summarizes the innovative features and application advantages of intelligent diagnosis systems for eye diseases based on facial photos,analyzes the current technical bottlenecks and challenges in application,proposes corresponding countermeasures,and discusses future development directions,aiming to provide references and new insights for the intelligent screening and diagnosis of eye diseases.
2.A predictive model for bowel preparation quality and mild adverse events in colonoscopy
Xiaoyi CHEN ; Chao WANG ; Yan NIE
The Journal of Practical Medicine 2025;41(19):3016-3025
Objective To construct a predictive model to explore the factors influencing bowel preparation for colonoscopy and the risks of mild adverse events during colonoscopy.Methods A total of 573 patients under-going colonoscopy at the digestive endoscopy center of the First Affiliated Hospital of the Air Force Military Medical University from July 2021 to June 2023 were enrolled in this prospective study.The patients were divided into an adequate group(n=112)and an inadequate group(n=461)based on bowel preparation assessed with the Boston Intestinal Readiness Score Scale(BBPS).Again,they were divided into an occurrence group(n=106)and a non-occurrence group(n=467)based on minor adverse events within 30 days after colonoscopy.Multivariable logistic regression was utilized to identify independent predictors of inadequate bowel preparation and minor adverse events after colonoscopy;model discrimination was quantified with receiver-operating characteristic(ROC)curve analysis,and the derived coefficients were used to construct a clinically applicable risk-scoring system.Results The adequate group achieved a significantly higher BBPS total score than the inadequate group(P<0.05).The 30-day cumulative incidence of minor adverse events after colonoscopy was 18.5%.Inadequate bowel preparation was associated with a markedly higher event rate(36.61%)than adequate preparation(14.10%;P<0.05).Multivariable logistic regression identified the following independent predictors of inadequate bowel preparation:age≥60 years,body-mass index≥28 kg/m2,history of constipation,diabetes mellitus,concomitant calcium-channel-blocker use,and Bristol Stool Form Scale types 1~2(all P<0.05).ROC analysis confirmed that age,constipation history,diabetes,calcium-channel-blocker use,Bristol stool type,and their combined model were all significant predictors(P<0.05),whereas BMI alone was not(P>0.05).Independent risk factors for post-colonoscopy minor adverse events were age≥60 years,presence of≥1 comorbidity,performance of biopsy or polypectomy,and warfarin use(all P<0.05).ROC analysis demonstrated significant predictive value for age,number of comorbidities,biopsy/polypectomy,warfarin use,and their combined model(P<0.05).Odds ratios derived from the multivariable models were converted into weighted scores;the resulting composite risk scale ranged from 0 to 100.In the validation cohort,this combined score predicted both inadequate bowel preparation and subsequent minor adverse events(P<0.05),with an area under the curve of 0.880(95%CI not shown),sensitivity of 0.829,and specificity of 0.707.Conclusion Inadequate bowel preparation and post-colonoscopy minor adverse events are inter-related.Independent predictors of inadequate preparation are age≥60 years,BMI≥28 kg/m2,constipation,diabetes mellitus,concurrent calcium-channel-blocker use,and Bristol Stool Form Scale types 1-2.Independent predictors of minor adverse events are age≥60 years,≥1 comorbidity,biopsy or polypec-tomy,and warfarin use.Targeted preventive measures against these factors should be implemented to improve clinical outcomes.
3.Correlation of changes in serum albumin during hospitalization of surgical patients with clinical outcomes
Yonghao LI ; Liru CHEN ; Zijian LI ; Xiaoyi LUAN ; Lei LI ; Linlin GAO ; Peng LIU ; Hongyuan CUI ; Huan XI ; Mingwei ZHU
Chinese Journal of Clinical Nutrition 2025;33(5):331-339
Objective:To investigate the relationship between dynamic alterations in serum albumin (ALB) concentrations and clinical outcomes in hospitalized surgical patients, thus providing a basis for optimizing clinical management strategies.Methods:This study utilized data from a prospective observational cohort study on nutritional status among 7 122 elderly hospitalized patients across 34 tertiary hospitals in 18 Chinese cities. A total of 1 714 surgical patients hospitalized for 7-30 days with complete data were included. Standardized protocols were used to collect demographic data, clinical outcomes, and a range of laboratory results, including nutritional and hematological parameters. Heterogeneous effects of ALB on clinical outcomes were explored. Receiver operating characteristic (ROC) curves were used to determine cutoff values for infection-related complications. Correlation analyses and multiple linear regression models were used to identify independent predictors of the absolute change in ALB (?ALB).Results:Among the surgical patients, 69.7% (1 195/1 714) experienced a decline in ALB levels during their hospital stay, which was significantly associated with the occurrence of both infection- and non-infection-related complications. Simultaneously, a marked decrease in ALB was also significantly correlated with changes in nutritional and inflammatory status during hospitalization, worsening of gastrointestinal symptoms at discharge, and functional activity abnormalities (all P<0.05). ?ALB exhibited a close association with outcome variables such as infection-related complications. Based on the incidence of infection-related complications, a cutoff value for ALB was calculated, dividing patients into a high-risk group ( n=179) and a low-risk group ( n=1 535), and a statistically significant difference in the incidence of infection-related complications was found between these two groups ( P<0.05). Correlation analysis and multiple linear regression modeling revealed that female gender, a higher baseline ALB level, a poorer baseline inflammatory status, an exacerbation of inflammatory status, larger alterations in platelet-to-lymphocyte ratio, and the presence of infection-related complications were predictive factors for a decline in ALB levels among surgical patients during their hospital stay. Conclusions:?ALB serves as a critical indicator of the inflammatory-nutritional interplay, with its magnitude of decline effectively predicting clinical outcomes and nutritional status changes and guiding multidisciplinary interventions in surgical patients.
4.Effect of coping styles and psychological suzhi on relationship between depression and stressors in postgraduates
Chun YANG ; Dehua WU ; Xiaoyi LIU ; Yang CHEN ; Zhongjing YUAN ; Huazhan YIN
Chinese Mental Health Journal 2025;39(2):180-185
Objective:To explore the relationship between depressive symptoms and stressors among post-graduates and the role of coping styles and psychological suzhi between them.Methods:A total of 775 postgradu-ates were recruited.They were assessed with the Center for Epidemiological Studies Depression Scale(CES-D),Psychological Stressors Scale of Postgraduates(PSSP),Simplified Coping Style Questionnaire(SCSQ),and Col-lege Students Psychological Suzhi Brief Mental Health Version(CSPS-B-MH).Results:The detection rate of de-pression among postgraduates was 52.0%.Postgraduate stressors were positively associated with depression(β=0.47).Coping styles played a partial mediating role in the relationship between stressors and depression in postgrad-uates,with the mediation effect accounting for 24.76%of the total effect.Psychological suzhi was shown to moder-ate the effect of stressors on depression(β=-0.07)and positive coping on depression(β=-0.05).Conclusion:Postgraduate stressors could affect depression through the mediating role of coping styles and the moderating role of psychological suzhi.
5.Detection and drug resistance trends of carbapenem-resistant Klebsiella pneumoniae strains causing hospital-acquired and community-acquired infections
Xiarong CHEN ; Huaping ZHANG ; Dongyong YANG ; Dandan HUANG ; Lanxin CHEN ; Yinong ZHANG ; Jiru HONG ; Xiaoyi ZHANG ; Xiane PENG
Chinese Journal of Nosocomiology 2025;35(14):2159-2163
OBJECTIVE To observe the detection and drug resistance of carbapenem-resistant Klebsiella pneumoni-ae(CRKP)strains causing hospital-acquired infections(HAI)and community-acquired infections(CAI)in recent years so as to provide bases for prevention and control of CRKP infection and reasonable clinical use of antibiotics.METHODS A total of 3444 patients who were diagnosed with Klebsiella pneumonia infection and were hospitalized in the 2nd Affiliated Hospital of Fujian Medical University from Jan.1,2017 to Dec.31,2023 were recruited as the research subjects.Totally 230 patients with CRKP infection were chosen based on the result of drug susceptibility testing,73 of whom had HAI,and 157 had CAI.The isolation rate of CRKP strains,popula-tion distribution,specimens sources and drug resistance rates were observed and compared between the patients with HAI and the patients with CAI.RESULTS The total isolation rate of CRKP strains was 6.68%(230/3444).There was no difference in the sex of the patients with CRKP infection between the HAI patients and the CAI patients,however,the isolation rate of the CRKP strains from the patients aged between 18 and 45 years old was higher in the HAI group than in the CAI group(P<0.05).The isolation rates of CRKP strains causing the two types of infections increased year by year,showing a remarkable increasing amplitude in 2022-2023,with the HAI increasing from 9.33%to 20.67%,the CAI increasing from 5.54%to 15.03%.The lower respiratory tract,urinary tract and bacteremia were the most common infection sites,the detection rate of soft tissue infec-tions was higher among the patients with HAI than among the patients with CAI(P=0.047).CRKP strains cau-sing HAI showed the highest isolation rate(33.33%)in catheter specimens,and the isolation rate of CRKP strains in pus specimens was higher among the HAI patients than among the CAI patients(P=0.011).The isola-tion rate of CRKP strains in sputum specimens of the CAI patients raised four times in 2023 as compared with that in 2022.The drug resistance rates of the CRKP strains to 25 types of antibiotics were relatively high and showed upward trends;the drug resistance rate of the HAI-KPN strains to imipenem was 48.78%,higher than 7.09%of the CAI-KPN strains(P<0.001),and there were no significant differences in the drug resistance rates to other carbapenems between the CAI-KPN strains and the HAI-KPN strains.CONCLUSIONS The isolation rates of the CRKP strains causing the HAI and CAI are increasing year by year.The clinical invasive procedures and community-acquired respiratory tract infections are the key points for prevention and control.It is necessary to in-tensify the hospital-community cooperative prevention and control system based on the isolation rates and drug re-sistance rates of the CRKP strains,and take comprehensive prevention and control measures so as to curb the transmission of the drug-resistant strains.
6.Formulation and Interpretation of the Measuring Method of Silicone Oil in Prefilled Syringe
Changshuai ZHAO ; Xueting LIU ; Aijuan LIU ; Xiaoyi MENG ; Yong SHEN ; Lei CHEN
Herald of Medicine 2025;44(7):1070-1073
Objective To formulate the 2025 edition of the Pharmacopoeia of the People's Republic of China of prefilled syringe silicone oil determination method,and to interpret the method content.Methods The prefilled syringe was added silicone solvent ethyl acetate to the roll edge of the sleeve and let it stand for extraction for 5 minutes,then put the silicon solvent in the evaporating dish dried at 105 ℃ to constant weight,then add 1mL ethyl acetate into the sleeve for rinsing and placing in the same evaporating dish,and then dry in a water bath at 105℃ to constant weight.The content of silicone oil in the sleeve of the prefilled syringe was calculated according to the quality difference.Results The reliability of the experimental method was verified by the ultimate extraction test,standard recovery test,and precision investigation.The results showed that the ultimate extraction could be achieved after 5 minutes of extraction with ethyl acetate.The recovery rate of the method was 100.0%-101.6%,and the precision was 3.5%.Conclusion The formulation of the determination method refers to the measurement method of silicone oil content in relevant standards at home and abroad,combined with the problems existing in the measurement of silicone oil content in daily tests,to further improve the operability of the detection method,the method is simple,efficient,feasible and reliable.
7.Effects of periodontal ligament stem cells-derived exosomes on biological characteristics of periodontal ligament stem cells in an inflammatory environment
Zhiliang JIANG ; Yaxin LUO ; Zhengqi HU ; Li YANG ; Chanchan YANG ; Hong CHEN ; Xiaoyi LIU ; Yan HUANG ; Kun YANG
Chinese Journal of Tissue Engineering Research 2025;29(13):2744-2752
BACKGROUND:In recent years,the application of exosomes of periodontal ligament stem cells in periodontal tissue regeneration engineering has been widely studied,but the effect of exosomes on periodontal ligament stem cells derived from inflammatory environment is still unclear.OBJECTIVE:To investigate the effects of exosomes secreted by periodontal ligament stem cells from healthy and inflammatory environments on the proliferation and differentiation of periodontal ligament stem cells from inflammatory environments.METHODS:Human periodontal ligament stem cells from healthy and inflammatory tissues were isolated and cultured by enzyme digestion method.Exosomes were extracted from two kinds of periodontal ligament stem cells using ultracentrifugation.Passage 3 periodontal ligament stem cells derived from inflammatory tissue were selected and cultured in three groups.Cells in the blank group were cultured routinely.The healthy exosome group was added with exosomes secreted by peripheral ligament stem cells derived from healthy tissue.The inflammatory exosome group was added with exosomes secreted by human periodontal ligament stem cells derived from inflammatory tissue.Cell proliferation and cloning were detected.The expression of alkaline phosphatase,the formation of mineralized nodules,and the expression of mRNA and protein of genes related to osteogenesis were detected under osteogenic differentiation.RESULTS AND CONCLUSION:(1) CCK-8 assay and clonal formation test showed that compared with the blank group,two kinds of exosomes could promote the proliferation and colony formation of periodontal ligament stem cells from inflammatory tissue (P<0.05),and the effect of the healthy exosome group was stronger than that of the inflammatory exosome group (P<0.05).(2) Alkaline phosphatase and alizarin red staining showed that compared with the blank group,the two kinds of exosomes could promote the expression of alkaline phosphatase and the formation of mineralized nodules in periodontal ligament stem cells from inflammatory tissue,and the promoting effect of the healthy exosome group was stronger than that of the inflammatory exosome group.RT-PCR and western blot assay showed that compared with the blank group,the two kinds of exosomes could promote the expression of alkaline phosphatase,RUNX2,and type Ⅰ collagen mRNA and protein in periodontal ligament stem cells from inflammatory tissue (P<0.05).The promoting effect of the healthy exosome group was stronger than that of the inflammatory exosome group (P<0.05).(3) The results showed that exosomes secreted by human periodontal ligament stem cells could promote the proliferation and osteogenic differentiation of periodontal ligament stem cells derived from inflammatory environments,and the promoting effect of exosomes secreted by human periodontal ligament stem cells derived from healthy tissues was better than that from human periodontal ligament stem cells derived from inflammatory tissues.
8.Ultrasonic manifestations of aggressive angiomyxoma
Yuming SHAO ; Ke LYU ; Xiaoyi YAN ; Li TAN ; Tianjiao CHEN ; Yuxin JIANG ; Jing ZHANG
Chinese Journal of Interventional Imaging and Therapy 2025;22(5):328-331
Objective To observe the ultrasonic manifestations of aggressive angiomyxoma(AAM).Methods Four patients with newly diagnosed AAM and 3 with recurrent AAM confirmed by pathology were retrospectively enrolled,and the ultrasonic manifestations were analyzed.Results Among 7 cases of AAM,the lesions located in subcutaneous regions of perineum in 3 cases,in both perineum and pelvic cavity in 2 cases,in pelvic cavity and in cervix each 1 case,with a median maximum diameter of 7.6 cm.The lesions mainly manifested as heterogeneous hypoechoic,scattered cord-like moderate/moderate-hyperechoic inside,regular or lobulated shape with finger-like protrusions,with clear boundary or unclear boundary with adjacent vagina/rectum.Layered structure could be observed with gray-scale ultrasound and CDFI.Conclusion AAM mainly affected pelvis and perineal region,often manifested as large lesion tended to infiltrate surrounding areas and form finger-like protrusions,most with clear boundaries and interior heterogeneous hypoechoic regions,also the characteristic stratified structures.
9.Effect of degree of neuromuscular block on intraoperative surgical conditions and postoperative recovery quality in patients undergoing lumbar interbody fusion
Jie GUO ; Xiaoyi CHEN ; Junda CHEN ; Xinghe WANG ; Dong HUANG ; Dongmei YUE ; Linlin ZHAO ; Junli CAO ; Su LIU
Chinese Journal of Anesthesiology 2025;45(4):444-448
Objective:To evaluate the effect of the degree of neuromuscular blockade on the intraoperative surgical conditions and postoperative recovery quality in patients undergoing lumbar interbody fusion.Methods:In this randomized controlled trial, 100 patients of either sex, aged 18-79 yr, with a body mass index of 18.5-35.0 kg/m 2, of American Society of Anesthesiologists Physical Status classification < Ⅳ, scheduled for elective lumbar interbody fusion at the Affiliated Hospital of Xuzhou Medical University from August to October 2024, were allocated into 2 groups ( n=50 each) using stratified randomization based on the number of lumbar segments: deep neuromuscular blockade group (group D) and moderate neuromuscular blockade group (group M). The intraoperative post-tetanic count was maintained at 1 or 2 in group D, and the intraoperative train-of-four was maintained at 1 or 2 in group M. The scores for surgical conditions, duration of operation, blood loss, length of incision, occurrence of severe hypoxemia after extubation, requirement for rescue analgesia in post-anesthesia care unit, 15-item Quality of Recovery scale score and length of stay were recorded. Results:Compared with group M, the scores for surgical conditions were significantly increased, the rate of rescue analgesia in post-anesthesia care unit was decreased, 15-item Quality of Recovery scale scores were increased at 3 days after surgery ( P<0.05), and no significant changes were found in the duration of operation, blood loss, length of incision, incidence of severe hypoxemia after extubation and length of hospital stay in group D ( P>0.05). Conclusions:Compared with moderate neuromuscular blockade, deep neuromuscular blockade can provide better surgical conditions and improve the quality of early postoperative recovery for patients undergoing lumbar interbody fusion.
10.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.

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