1.Thromboelastographic features of patients with primary liver cancer and their value in assessing coagulation function
Chunjuan YE ; Chun ZHANG ; Jialu LI ; Sinan LIU ; Zheng WANG
Journal of Clinical Hepatology 2026;42(1):111-116
ObjectiveTo investigate the clinical application value of thromboelastographic parameters in assessing coagulation function by analyzing the thromboelastographic features of patients with primary liver cancer (PLC), and to provide a basis for coagulation management and prognostic evaluation in liver cancer patients. MethodsA retrospective analysis was performed for 1 253 PLC patients who were admitted to The First Affiliated Hospital of Xi’an Jiaotong University from May 2015 to December 2022. According to the presence or absence of cirrhosis, the patients were divided into non-cirrhosis group with 262 patients and cirrhosis group with 991 patients, and according to the presence or absence of HBV infection, they were divided into HBV infection group with 1 055 patients and non-HBV infection group with 198 patients. The patients were stratified based on the severity of liver cirrhosis (Child-Pugh class and MELD score) and liver reserve function (indocyanine green retention rate at 15 minutes [ICGR15]), and thromboelastography was used to measure thromboelastographic parameters (reaction time [R], coagulation formation time [K], α-angle, maximum thrombosis amplitude [MA], and coagulation composite index [CI]) and conventional coagulation markers. The t-test was used for comparison of normally distributed continuous data between two groups; a one-way analysis of variance was used for comparison between multiple groups, and the least significant difference t-test was used for further comparison between two groups. The Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the Kruskal-Wallis H test was used for comparison between multiple groups, and the Bonferroni correction method was used for further comparison between two groups. The chi-square test was used for comparison of categorical data between grouips, and the Spearman test was used for correlation analysis. ResultsAmong the 991 patients in the cirrhosis group, 826 had Child-Pugh class A (5 — 6 points), and 165 had Child-Pugh class B (7 — 9 points); 812 had an MELD score of <10, and 179 had an MELD score of ≥10; 679 had an ICGR15 of <10%, and 294 had an ICGR15 of ≥10%. Compared with the patients with Child-Pugh class A, the patients with Child-Pugh class B had a significantly longer K time and significant reductions in α-angle, MA, and CI (all P <0.001); compared with the MELD score <10 group, the MELD score ≥10 group had a significantly longer K time and significant reductions in α-angle, MA, and CI (all P<0.001); compared with the ICGR15 <10% group, the ICGR15 ≥10% group had a significantly longer K time and a significant reduction in MA (both P <0.001). Among the 1 253 patients, MA was strongly positively correlated with fibrinogen and platelet count (r=0.675 and 0.667, both P<0.001); The MA had a weak correlation with Child-Pugh score, MELD score, and ICGR15 (r=-0.112, -0.250, and -0.117, all P<0.001), while the K time,α-angle and CI were weakly correlated with the MELD score (r=0.222, -0.184, and -0.183, all P<0.001),R time was negatively correlated with ICGR15 (r=-0.080, P=0.005). The HBV infection group had significantly higher MA and CI than the non-HBV infection group (P<0.05). ConclusionThromboelastography can sensitively identify the hypocoagulable state associated with the progression of liver cirrhosis and the hypercoagulable tendency in HBV-related liver cancer, which provides an important reference for individualized anticoagulant therapy in clinical practice.
2.Current status and influencing factors of insufficient hyperopia reserve in preschool children
Xiaofang HU ; Yan HAN ; Min ZHANG ; Jialu HOU ; Qiaoqian WANG ; Yanyan LUO
International Eye Science 2025;25(6):1026-1032
AIM: To analyze the current status and influencing factors for insufficient hyperopia reserve in preschool children from Changzhi City, Shanxi Province, and to provide reference and basis for myopia prevention and control in this district.METHODS: A stratified cluster random sampling strategy was used to select 2 854 preschool children(5 708 eyes)from 29 child-care centers in Changzhi City between January and May 2024. Hyperopia reserve was assessed through measurements and questionnaire surveys. Totally 2 820 cases(5 640 eyes)were finally included, with 34 cases excluded(32 cases of uncooperativeness and 2 cases of distractibility). The univariate analysis and multivariate Logistic regression were performed to analyze the associated influencing factors of insufficient hyperopia reserve.RESULTS: A total of 580 preschool children with insufficient hyperopia reserve were detected, with an incidence of 20.57%. Logistic regression analysis revealed that male(OR=1.723, 95% CI: 1.419-2.093), maternal myopia(OR=2.210, 95% CI: 1.681-2.906), paternal myopia(OR=1.426, 95% CI: 1.059-1.921), myopia in both parents(OR=2.761, 95% CI: 2.110-3.612), preterm infants(OR=1.740, 95% CI: 1.294-2.342), the mean daily sleep duration <10 h(OR=1.272, 95% CI: 1.024-1.579), and the mean daily outdoor activity time <2 h(OR=1.222, 95% CI: 1.005-1.485)were risk factors for insufficient hyperopia reserve(all P<0.05). Conversely, using blackout curtains during the day and turning off lights at night(OR=0.598, 95% CI: 0.405-0.883)were identified to be protective factors(P<0.05).CONCLUSION: Sex, genetics, gestational age, sleep duration and environmental conditions, and outdoor activity time are potentially associated with insufficient hyperopia reserve in preschool children. Caregivers should prioritize the management of these risk factors to prevent the occurrence of myopia.
3.Impact of early detection and management of emotional distress on length of stay in non-psychiatric inpatients: A retrospective hospital-based cohort study.
Wanjun GUO ; Huiyao WANG ; Wei DENG ; Zaiquan DONG ; Yang LIU ; Shanxia LUO ; Jianying YU ; Xia HUANG ; Yuezhu CHEN ; Jialu YE ; Jinping SONG ; Yan JIANG ; Dajiang LI ; Wen WANG ; Xin SUN ; Weihong KUANG ; Changjian QIU ; Nansheng CHENG ; Weimin LI ; Wei ZHANG ; Yansong LIU ; Zhen TANG ; Xiangdong DU ; Andrew J GREENSHAW ; Lan ZHANG ; Tao LI
Chinese Medical Journal 2025;138(22):2974-2983
BACKGROUND:
While emotional distress, encompassing anxiety and depression, has been associated with negative clinical outcomes, its impact across various clinical departments and general hospitals has been less explored. Previous studies with limited sample sizes have examined the effectiveness of specific treatments (e.g., antidepressants) rather than a systemic management strategy for outcome improvement in non-psychiatric inpatients. To enhance the understanding of the importance of addressing mental health care needs among non-psychiatric patients in general hospitals, this study retrospectively investigated the impacts of emotional distress and the effects of early detection and management of depression and anxiety on hospital length of stay (LOS) and rate of long LOS (LLOS, i.e., LOS >30 days) in a large sample of non-psychiatric inpatients.
METHODS:
This retrospective cohort study included 487,871 inpatients from 20 non-psychiatric departments of a general hospital. They were divided, according to whether they underwent a novel strategy to manage emotional distress which deployed the Huaxi Emotional Distress Index (HEI) for brief screening with grading psychological services (BS-GPS), into BS-GPS ( n = 178,883) and non-BS-GPS ( n = 308,988) cohorts. The LOS and rate of LLOS between the BS-GPS and non-BS-GPS cohorts and between subcohorts with and without clinically significant anxiety and/or depression (CSAD, i.e., HEI score ≥11 on admission to the hospital) in the BS-GPS cohort were compared using univariable analyses, multilevel analyses, and/or propensity score-matched analyses, respectively.
RESULTS:
The detection rate of CSAD in the BS-GPS cohort varied from 2.64% (95% confidence interval [CI]: 2.49%-2.81%) to 20.50% (95% CI: 19.43%-21.62%) across the 20 departments, with a average rate of 5.36%. Significant differences were observed in both the LOS and LLOS rates between the subcohorts with CSAD (12.7 days, 535/9590) and without CSAD (9.5 days, 3800/169,293) and between the BS-GPS (9.6 days, 4335/178,883) and non-BS-GPS (10.8 days, 11,483/308,988) cohorts. These differences remained significant after controlling for confounders using propensity score-matched comparisons. A multilevel analysis indicated that BS-GPS was negatively associated with both LOS and LLOS after controlling for sociodemographics and the departments of patient discharge and remained negatively associated with LLOS after controlling additionally for the year of patient discharge.
CONCLUSION
Emotional distress significantly prolonged the LOS and increased the LLOS of non-psychiatric inpatients across most departments and general hospitals. These impacts were moderated by the implementation of BS-GPS. Thus, BS-GPS has the potential as an effective, resource-saving strategy for enhancing mental health care and optimizing medical resources in general hospitals.
Humans
;
Retrospective Studies
;
Male
;
Length of Stay/statistics & numerical data*
;
Female
;
Middle Aged
;
Adult
;
Psychological Distress
;
Inpatients/psychology*
;
Aged
;
Anxiety/diagnosis*
;
Depression/diagnosis*
4.Pediatric salivary pleomorphic adenoma: report of 30 cases.
Yanzhen LI ; Xin NI ; Xuexi ZHANG ; Qiaoyin LIU ; Nian SUN ; Zhiyong LIU ; Xiaodan LI ; Jialu WANG ; Ge ZHANG ; Shengcai WANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(9):881-885
Objective:To summarize the clinical characteristics, diagnosis and treatment experience of salivary pleomorphic adenoma in children. Methods:Thirty patients with salivary pleomorphic adenomas treated in Beijing Childrens Hospital from January 2008 to December 2022 were retrospectively reviewed, including 11 boys and 19 girls, with the age ranging from 0.3 to 14.4 years(median age 10.4 years). Initial presentation, medical history, imaging workups, surgical approaches, complications, rates of recurrence were evaluated. Results:Major salivary gland lesions were most common(n=24, 80%); 53.3%(16 of 30) arising in the submandibular glands and 26.7%(8 of 30) in the parotid. Minor salivary gland lesions(n=6, 20%) were removed from the palate, tongue, face, trachea, nasopharynx, and upper mediastinumand. Preoperative imaging was reviewed in all patients and consisted of 26 ultrasound exams, 2 computerized tomography(CT) exams, and 15 magnetic resonance imaging(MRI) exams. Fine needle aspiration biopsy was performed in 12 patients. Surgical excision was performed in all patients. Postoperative complications included transient facial paresis(n=3), Pneumonia and pleural effusion(n=1). Average length of follow-up was 36.7 months; confirmed recurrence occurred in one patients. Conclusion:The symptoms of salivary gland pleomorphic adenoma in children are different according to the location of the tumor. The treatment is complete surgical resection, and a small amount of normal tissue around the tumor should be removed to reduce recurrence.
Humans
;
Male
;
Female
;
Child
;
Adenoma, Pleomorphic/diagnosis*
;
Adolescent
;
Retrospective Studies
;
Salivary Gland Neoplasms/diagnosis*
;
Child, Preschool
;
Infant
;
Neoplasm Recurrence, Local
5.A multimodal contrastive learning framework for predicting P-glycoprotein substrates and inhibitors.
Yixue ZHANG ; Jialu WU ; Yu KANG ; Tingjun HOU
Journal of Pharmaceutical Analysis 2025;15(8):101313-101313
P-glycoprotein (P-gp) is a transmembrane protein widely involved in the absorption, distribution, metabolism, excretion, and toxicity (ADMET) of drugs within the human body. Accurate prediction of P-gp inhibitors and substrates is crucial for drug discovery and toxicological assessment. However, existing models rely on limited molecular information, leading to suboptimal model performance for predicting P-gp inhibitors and substrates. To overcome this challenge, we compiled an extensive dataset from public databases and literature, consisting of 5,943 P-gp inhibitors and 4,018 substrates, notable for their high quantity, quality, and structural uniqueness. In addition, we curated two external test sets to validate the model's generalization capability. Subsequently, we developed a multimodal graph contrastive learning (GCL) model for the prediction of P-gp inhibitors and substrates (MC-PGP). This framework integrates three types of features from Simplified Molecular Input Line Entry System (SMILES) sequences, molecular fingerprints, and molecular graphs using an attention-based fusion strategy to generate a unified molecular representation. Furthermore, we employed a GCL approach to enhance structural representations by aligning local and global structures. Extensive experimental results highlight the superior performance of MC-PGP, which achieves improvements in the area under the curve of receiver operating characteristic (AUC-ROC) of 9.82% and 10.62% on the external P-gp inhibitor and external P-gp substrate datasets, respectively, compared with 12 state-of-the-art methods. Furthermore, the interpretability analysis of all three molecular feature types offers comprehensive and complementary insights, demonstrating that MC-PGP effectively identifies key functional groups involved in P-gp interactions. These chemically intuitive insights provide valuable guidance for the design and optimization of drug candidates.
6.Application of phase angle in evaluating nutritional status of peritoneal dialysis patients
Jialu ZHUO ; Ning YANG ; Zhihua QU ; Yuehua ZHANG ; Ting HAN
China Modern Doctor 2024;62(20):57-62
Objective To analyze the value of phase angle(PA)measured by bioelectrical impedance analysis in evaluating nutritional status of peritoneal dialysis(PD)patients.Methods Totally 271 patients admitted to the Department of Nephrology,Tenth People's Hospital Affiliated to Tongji University from April 2020 to December 2021 were selected.InBody S10(Korean Biospace)was used to detect PA at 50kHz,which was divided into normal PA group and low PA group.The differences of general data and laboratory indexes between the two groups were compared,and the relationship between PA and each index was analyzed by Pearson correlation analysis and multiple linear regression analysis.Results Among 271 PD patients,108(39.9%)were in the normal PA group and 163(60.1%)were in the low PA group.The proportion of diabetic nephropathy patients in low PA group was significantly higher than that in normal PA group.Pearson correlation analysis showed that PA was negatively correlated with age,glycated hemoglobin,neutrophil to lymphocyte ratio(NLR),percent body fat(PBF),edema index and visceral fat area(VFA).It was positively correlated with creatinine,prealbumin,albumin,predictive nutritional index(PNI),25-hydroxyvitamin D3[25(OH)D3],serum iron,fat free mass,skeletal muscle mass,arm muscle circumference(AMC),bone mineral content,VFA,basal metabolic rate and skeletal muscle mass index(SMI)(P<0.05).Multiple linear regression analysis showed that creatinine,NLR,AMC,SMI were independently correlated with PA.Conclusions Bioelectrical impedance analysis(BIA)is non-invasive and rapid to evaluate the nutritional status of patients.Early identification of patients'nutritional status and implementation of individualised nutritional interventions are important ways to improve the quality of life and survival of patients with renal failure.
7.Study on the Current Situation and Countermeasures of Medical Students'Digital Literacy under the Background of Digitiza-tion of Education
Xue LAN ; Han ZHANG ; Jialu HE ; Yuefang HOU
Journal of Medical Informatics 2024;45(11):99-103
Purpose/Significance To investigate medical students'digital literacy level,and to propose cultivation strategies,so as to provide references for medical universities and colleges to carry out digital literacy education better.Method/Process Through a ques-tionnaire survey,the digital literacy level of 907 medical undergraduates is investigated from 3 dimensions:medical knowledge acquisition and analysis,online learning and security,communication and collaboration.Result/Conclusion The overall level of digital literacy of medical students is high,especially in the use of digital tools for communication and collaboration,but the ability in medical knowledge acquisition and analysis is relatively poor.The digital literacy level of medical students in different grades and majors is different.In order to further improve the digital literacy level of medical students,we should pay attention to creating a personalized digital literacy education mode,constructing a practical digital literacy evaluation system,highlighting the characteristics of digital literacy in the medical field,and strengthening practical education on digital security.
8.Prevalence of malnutrition in elderly patients with type 2 diabetes mellitus: a meta-analysis
Tong ZHANG ; Jinhan NAN ; Jialu LI ; Jianhui DONG ; Jiali GUO ; Jiarong HE ; Yuxia MA ; Lin HAN
Chinese Journal of Clinical Nutrition 2024;32(5):289-297
Objective:To systematically evaluate the prevalence of malnutrition in elderly patients with diabetes.Methods:A total of eight databases, namely PubMed, Embase, Web of Science, The Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang Database, Chinese Biomedical Literature Database (CBM), and VIP Database, were systematically searched for cross-sectional studies on malnutrition in elderly diabetic patients published from the inception of the databases to September 13, 2023. Two researchers independently conducted literature screening, data extraction, and quality assessment. Data analysis was performed using Stata 16.0 software.Results:A total of 22 studies were included, involving 6 349 elderly diabetic patients. Results of the meta-analysis showed that the overall prevalence of malnutrition in elderly patients with diabetes was 32.3% (95% CI: 0.21 to 0.43), and the prevalence of at-risk of malnutrition was 49.0% (95% CI: 0.31 to 0.67). Subgroup analysis showed that the prevalence of malnutrition in elderly diabetic patients with chronic complications (56.8%) was significantly higher than those without chronic complications (21.9%). Inpatients also showed a higher prevalence compared with outpatients and community (44.4%, 29.0%, and 18.5%, respectively). The prevalence of malnutrition as per mini-nutritional assessment scale was higher than that as per mini-nutritional assessment short-form scale (35.8% vs. 23.3%, P<0.05). There was no significant difference in the prevalence of malnutrition in elderly diabetic patients of different genders ( P>0.05). Conclusions:The prevalence of malnutrition and at-risk of malnutrition in elderly diabetic patients is high. In clinical practice, we should not only strengthen the early diagnosis of malnutrition in patients, but also emphasize the screening of malnutrition risk, implement timely corresponding interventions, and promote patient education on nutrition and health, to improve the prognosis and quality of life in elderly diabetes patients.
9.Cognition and training needs of emergency response teamwork skills among nursing undergraduates: a qualitative study
Dan WEI ; Xinjuan WU ; Xiaojie WANG ; Jie CHEN ; Dongying ZHANG ; Meng ZHANG ; Jialu ZHANG ; Di SHI ; Hongbo LUO ; Hongyan LI ; Wei WANG ; Xiaoying LIANG ; Tianyi WANG ; Ning ZHANG ; Haixin BO
Chinese Journal of Modern Nursing 2024;30(33):4520-4525
Objective:To gain a deep understanding of the current cognition and training needs of nursing undergraduates regarding their emergency response teamwork skills, and to provide reference for the development of courses on emergency response teamwork among nursing undergraduates.Methods:From September to October 2023, purposive sampling was used to select 15 senior nursing undergraduates from Peking Union Medical College, Beijing University of Chinese Medicine, and Beijing City University as subjects for semi-structured interviews. Colazizzi 7-step analysis method was used to summarize and extract themes.Results:Three themes were extracted, including insufficient cognition and skill in emergency response, lack of emergency response teamwork cultivation, and the need for systematic and comprehensive training courses.Conclusions:Universities, hospitals, and other training institutions should work together to develop a systematic emergency response teamwork training course for nursing undergraduates, to cultivate the skills of nursing undergraduates and reserve talents for high-quality emergency response nursing teams.
10.Application of online courses combined with teach-back method to laryngectomy patients and family carers
Jialu HUANG ; Shan LI ; Caiyun ZHANG ; Fei XU
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(10):1221-1228
Objective·To explore the effect of online courses combined with the teach-back method among patients with laryngectomy and their family caregivers.Methods·Convenience sampling was used to select patients with laryngectomy treated in the Department of Otolaryngology,Shanghai Changhai Hospital from July 2022 to June 2023 and their family caregivers.The participants were divided into a control group and an observation group using the random number table method.The intervention was conducted in two different wards.General information of the two groups of patients and caregivers was collected.After admission,the control group watched offline videos recorded by the department.The videos introduced laryngocarcinoma-related knowledge and standard procedures of airway stoma care,suctioning,nasal feeding,etc.,which were divided into 4 sessions with 30 min each.The patients watched one session per week.The observation group watched the same videos(8 lessons)online on their own after admission,while the nursing staff used the teach-back method for health education,consolidating 2 lessons once a week,45 min/session for 4 weeks.The effectiveness of the intervention was evaluated by using Caregiver Preparedness Scale(CPS),Family Caregiver Task Inventory(FCTI),and Chinese Quality of Life Instruments for Cancer Patients-Head and Neck Cancer(QLICP-HN)at baseline(1st week),before discharge(4th week),and one month after discharge(8th week),as well as the incidence of adverse events during home care.Results·The study included a total of 120 pairs of patients and caregivers,with 60 pairs in each group.Five pairs in each group were excluded due to various reasons,leaving a total of 55 pairs in each group.There were no statistically significant differences between the two groups in terms of general information of the patients and the caregivers,QLICP-HN scores of the patients,and CPS and FCTI scores of the caregivers at baseline(P>0.05).Before discharge and 1 month after discharge,the CPS scores of the caregivers and the QLICP-HN scores of the patients in the observation group were significantly higher than those in the control group,and the FCTI scores were significantly lower(lower scores indicating better nursing care),with statistically significant differences(P<0.05).Within 1 month after discharge,the incidence of adverse home care events in the observation group was lower than that in the control group(5.5%vs 29.1%),and the difference was statistically significant(P<0.05).Conclusion·The online courses combined with the teach-back method help improve the readiness to care and caregiving competence of family caregivers of post-laryngectomy patients,improve patients'quality of life,and reduce the incidence of adverse events during home care.

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