1.Influencing factors for calcium salt deposition in patients with alveolar echinococcosis
Zitong XIONG ; Zhiyi LIN ; Yanxin HUANG ; Fuzhong FANG ; Zhengzhan WU ; Zirui XIN ; Chunxia HU ; Jiayu ZHOU ; Yuan YAO ; Hongwei ZHANG
Journal of Clinical Hepatology 2026;42(2):372-379
ObjectiveTo investigate the imaging features of calcium salt deposition and serological markers in patients with alveolar echinococcosis through a retrospective analysis, as well as independent risk factors for the degree of calcium salt deposition in lesions, and to provide a basis for assessing disease process. MethodsA retrospective analysis was performed for the imaging and clinical data of 107 patients with alveolar echinococcosis who were admitted to The First Affiliated Hospital of Shihezi University from December 2023 to June 2025, and according to the volume of calcium salt deposition, they were divided into non-deposition group with 16 patients, mild deposition group with 52 patients, moderate deposition group with 16 patients, and severe deposition group with 23 patients. A one-way analysis of variance or the Kruskal-Wallis H test was used for comparison of continuous data between groups, and the χ2 test or Fisher’s exact test was used for comparison of categorical data between groups. The four groups were further combined into the low deposition group (no/mild deposition) and the high deposition group (moderate/severe deposition). A binary logistic regression analysis was used to investigate the independent influencing factors for calcium salt deposition, and a predictive model was established. The receiver operating characteristic (ROC) curve was used to assess the predictive performance of the model, and the Bootstrap method was used for internal validation. ResultsThere were significant differences between the four groups in sex distribution, involvement of other sites, white blood cell count, lymphocyte percentage, fibrinogen, uric acid, sodium ion, chloride ion, and calcium ion (all P<0.05). The univariate analysis showed that there were significant differences between the four groups in sex, involvement of other sites, white blood cell count, lymphocyte percentage, fibrinogen, alanine aminotransferase, albumin, creatinine, uric acid, sodium ion, chloride ion, and calcium ion (all P<0.1). The multi-collinearity diagnosis showed that the VIF values for all continuous variables ranged from 1.104 to 1.760, suggesting that collinearity did not affect modeling. An ordinal logistic regression model was established based on sex, involvement of other sites, calcium ion, lymphocyte percentage, and uric acid. The multivariate analysis showed that lymphocyte percentage (odds ratio [OR]=1.106, 95% confidence interval [CI]: 1.041 — 1.174, P=0.001) and blood calcium level (OR=0.005, 95%CI: 0.000 —0.230, P=0.007) were independent influencing factors for the degree of calcium salt deposition. The regression equation was established as Logit(P)=8.231 + 0.100 × lymphocyte percentage -5.344 × calcium ion. The ROC curve analysis showed that the model had an area under the ROC curve of 0.716, with a Youden index of 0.353, a sensitivity of 1.000, and a specificity of 0.353. The Hosmer-Lemeshow test showed that the model had poor calibration (χ2=20.688, P=0.008). The Bootstrap method with 1000 repeated samples showed that the estimated values of lymphocyte percentage (OR=1.106, 95%CI: 1.049 — 1.186, P=0.002) and calcium ion (OR=0.005, 95%CI: 0.000 — 0.214, P=0.010) were consistent with the original model, and the confidence intervals did not include 1, which further supported the reliability of the model. ConclusionBoth lymphocyte percentage and blood calcium level are independent influencing factors for calcium salt deposition in alveolar echinococcosis, and the degree of calcium salt deposition in alveolar echinococcosis lesions increases with the reduction in blood calcium level and the increase in lymphocyte percentage.
2.Construction and practice of application model for localized large language model in preoperative medication reconciliation for gastric cancer
Yuxuan ZHU ; Jizhong ZHANG ; Yuhao SUN ; Jiayu WEN ; Xin LIU ; Jifu WEI ; Lingli HUANG
China Pharmacy 2026;37(8):1062-1067
OBJECTIVE To construct a preoperative medication reconciliation model assisted by a localized large language model (LLM) for gastric cancer and evaluate its clinical efficacy. METHODS A total of 249 gastric cancer patients with a history of continuous medication before admission in the Gastric Surgery Department of Jiangsu Cancer Hospital were retrospectively enrolled. Patients were divided into training set (154 cases) and validation set (95 cases) based on the order of time. Based on guidelines, drug package inserts, and other evidence, a standardized medication reconcili ation process and a structured knowledge base were constructed. DeepSeek-V3 LLM was deployed privately in the hospital, combined with retrieval-augmented generation technology, to achieve automated integration of medication information, risk screening, and generation of personalized recommendations. The quality of LLM-generated recommendations was evaluated using automatic metrics (BERT Score and ROUGE-1, 2, L) and manual scoring [seven-dimensional index (7DI) ] . Spearman correlation analysis was performed to explore the correlation between automatic scores and manual scores. Cronbach’s α coefficient was used to test the internal consistency of manual scoring results. The time consumed by manual and LLM-assisted medication reconciliation was compared across tasks of different difficulty levels (simple, moderate, and high). RESULTS A structured knowledge base covering 8 major drug categories was finally established, covering common and high-risk preoperative medication scenarios and providing structured retrieval support for the LLM. For automatic evaluation, the precision, recall, and F1-score of BERT Score were 0.783±0.033, 0.811±0.038, and 0.796±0.028, respectively. The F1-scores of ROUGE-1, ROUGE-2 and ROUGE-L were 0.566±0.067, 0.338±0.076 and 0.468±0.082, respectively. The 7DI scores from three manual raters ranged from 32.06 to 33.45. The F1-score of automatic scoring was significantly positively correlated with the 7DI score of manual scoring (maximum coefficient of determination=0.611, P <0.001), and the internal consistency of manual scoring was good (Cronbach’s α = 0.876). In terms of efficiency, LLM-assisted medication reconciliation reduced time consumption by more than 90% compared with manual reconciliation in the simple, moderate, and high-difficulty groups ( P <0.001). CONCLUSIONS The medication reconciliation model constructed based on a localized LLM and structured knowledge base shows high accuracy, consistency, and clinical applicability in complex preoperative medication scenarios for gastric cancer. It can improve the efficiency of medication reconciliation and reduce potential medication risks.
3.New trends and new strategies of drug repurposing: 2020–2024
Fangsu CHEN ; Junjie YANG ; Jiayu DU ; Shimiao HUANG ; Yuxuan ZHANG ; Qidong YOU ; Lei WANG ; Qiuyue ZHANG
Journal of China Pharmaceutical University 2026;57(1):11-18
The research and development of innovative drug have progressed remarkably, but the long development circle and high failure rate have become the bottleneck. Drug repurposing, discovering new indications of approved drugs, is a strategy to overcome these obstacles. By exploring new indications for approved drugs, rapid progress has been made in basic research and clinical translation in recent years. Rich resources of drugs, proven security, efficient development workflow and reduced cost are core advantages of this strategy, making the strategy a crucial direction of optimizing the pipeline of drug research and development. This review systematically summarizes drug repurposing cases that have received clinical approval over the past five years, and proposes core strategies for drug repurposing, including approaches based on targets, pathways, drug similarity, post-treatment phenotypes, and clinical side effects, aiming to provide some strategic guidance for drug repurposing efforts.
4.Status quo and related factors of fear of falling in elderly patients with stroke and pre-frailty
Li WANG ; Jiayu WU ; Jing ZHANG ; Canran HUANG
Journal of Public Health and Preventive Medicine 2026;37(5):170-174
Objective To investigate the status quo of fear of falling in elderly stroke patients with pre-frailty and analyze its influencing factors. Methods A cross-sectional survey research method was adopted. From January 2021 to January 2025, 305 elderly patients with pre-frailty stage of stroke in the 904th Hospital of the Joint Support Force of the People's Liberation Army were selected using the convenience sampling method. The general data questionnaire, Fried frailty scale, Falls Efficacy Scale-International (FES-I), Berg balance scale and Barthel index were applied for evaluation. Stepwise multiple linear regression analysis was performed to analyze the related factors affecting patients' fear of falling. Results The total score of FES-I was (41.25±11.74) points, and the incidence rate of fear of falling was 75.74% (231/305). Age, recent history of falls, multiple drug use, use of walking aids, pain, balance function, family support level, Barthel index, concurrent underlying diseases and slow walking speed were the influencing factors of FES-I score (all P<0.05). Decreased balance function, low family support level, use of walking aids, slow walking speed, pain and recent history of falls were independent influencing factors (all P<0.05). Conclusion The fear of falling is at a high level in elderly patients with stroke and pre-frailty. Intervention measures should focus on balance function training, rational evaluation of medication, gait and muscle strength training, in order to reduce fear of falling and related risks.
5.POEMS syndrome with hepatosplenomegaly as the initial manifestation: A report of two cases
Ye ZHANG ; Wenqing WANG ; Jing LI ; Qianrong BAI ; Jiayu LI ; Yan CHENG ; Miaomiao FANG ; Nana GAO ; Changxing HUANG
Journal of Clinical Hepatology 2025;41(1):127-132
POEMS syndrome is a rare condition associated with plasma cell disorders, and it often involves multiple systems and has diverse clinical manifestations. This article reports two cases of POEMS syndrome with hepatosplenomegaly as the initial manifestation. During the course of the disease, the patients presented with lower limb weakness, hepatosplenomegaly, lymph node enlargement, ascites, hypothyroidism, positive M protein, and skin hyperpigmentation, and 18F-FDG PET-CT imaging revealed bone lesions mainly characterized by osteolytic changes and plasma cell tumors. There was an increase in the serum level of vascular endothelial growth factor. The patients were finally diagnosed with POEMS syndrome, and the symptoms were relieved after immunomodulatory treatment.
6.Research progresses of multi-organ imaging in special environments:Current status,techniques and challenges
Chinese Journal of Medical Imaging Technology 2025;41(7):1033-1036
Special environments have significant impacts on the structure and function of multiple organs in human body,thereby causing a series of physiological or pathological adaptive changes.Imaging represents a pivotal technological approach for visualizing the structural damage and functional changes in organs.The research progresses of multi-organ imaging in special environments were reviewed in this article.
7.lncRNA FAIF1 regulates the inhibitory effect of miRNA-424-5p/Smad7 axis against cardiac fibroblast dysfunction induced by advanced glycation end products
Wenheng YUE ; Kun HUANG ; Yue WU ; Jiayu WEN ; Chun LIANG
Academic Journal of Naval Medical University 2025;46(5):586-593
Objective To explore the mechanism of long non-coding RNA fibroblast activation inhibitory factor 1(FAIF1)regulates the proliferation,activation,and fibrosis of human cardiac fibroblasts induced by advanced glycation end products(AGEs).Methods Human cardiac fibroblasts were assigned to control group,AGE group,FAIF1 recombinant lentivirus(Lv-FAIF1)+AGE group or control lentivirus(Lv control)+AGE group.The expression levels of miRNA-424-5p,FAIF1,and Smad7 in myocardial fibroblasts induced by AGEs were detected by quantitative polymerase chain reaction(qPCR)and Western blotting.Bioinformatics analysis was used to predict the interactions between miRNA-424-5p,FAIF1,and Smad7;and luciferase reporter assays were used for verification.Cell proliferation activity was measured by cell counting kit 8 assay,the expression and secretion of collagen Ⅰ/Ⅲ were observed by immunofluorescence staining,and the effect of Lv-FAIF1 on cell activation markers α-smooth muscle actin(α-SMA)and migration proteins matrix metalloproteinase 9(MMP9)induced by AGEs was evaluated by qPCR.Results qPCR and Western blotting results showed that AGEs significantly reduced the expression of FAIF1 and Smad7 in myocardial fibroblasts and upregulated the level of miRNA-424-5p(compared with the control group,all P<0.05).Bioinformatics analysis revealed that the 3'-untranslated region of Smad7 mRNA contained a binding site for the miRNA-424-5p seed sequence"UGCUGCU",and FAIF1 sequence contained 3 identical binding sites.Luciferase assays showed that miRNA-424-5p inhibited the expression of Smad7,while FAIF1 competed with miRNA-424-5p for binding,thereby relieving the inhibitory effect of miRNA-424-5p on Smad7 mRNA.Functional experiments showed that Lv-FAIF1 significantly inhibited AGEs-induced cell proliferation,collagenⅠ/Ⅲ expression and secretion,as well as α-SMA and MMP9 expression(compared with AGE group,all P<0.01);and it promoted the expression of Smad7(compared with AGE group,P<0.01).Conclusion miRNA-424-5p can inhibit the expression of Smad7,and FAIF1 effectively suppresses AGEs-induced over-activation of cardiac fibroblasts by regulating the miRNA-424-5p/Smad7 axis,which provides a new molecular target for the prevention and treatment of diabetic cardiomyopathy.
8.Analysis of quality of life of rectal cancer patients after transanal total mesorectal excision and laparoscopic total mesorectal excision:a retrospective cohort study
Jiayu CHEN ; Yue LI ; Fan CHEN ; Yuxue LI ; Shidong FENG ; Qi HUANG ; Dawei LI ; Zhiwei LIAO
China Oncology 2025;35(4):376-385
Background and purpose:There are few studies on the quality of life after transanal total mesorectal excision(TaTME)for rectal cancer,and there is a lack of evidence-based research.This study aimed to evaluate the impact of TaTME in comparison to laparoscopic total mesorectal excision(LaTME)on postoperative quality of life in patients.Methods:A retrospective analysis was conducted on clinical and pathological data from rectal cancer patients who underwent LaTME and TaTME between September 2019 and September 2022 at Renhe Hospital,Baoshan District,Shanghai,and Fudan University Shanghai Cancer Center.All the patients completed a set of validated questionnaires one year postoperatively,including the EORCT QLQ-C30,Low Anterior Resection Syndrome(LARS)score,International Prostate Symptom Score(IPSS),Generalized Anxiety Disorder-7(GAD-7),and Patient Health Questionnaire-9(PHQ-9).Comparative analysis of these survey results was performed.The study was approved by the Ethics Committee of Renhe Hospital,Baoshan District,Shanghai.The Strengthening the Reporting of Observational Studies in Epidemiology(STROBE)checklist was followed for this study.Results:A total of 39 patients in the TaTME group and 38 patients in the LaTME group were included.There were no statistically significant differences between two groups regarding demographic variables such as gender and age,as well as clinical factors including tumor distance from the anal verge,tumor stage,and preoperative neoadjuvant treatment protocols.Analysis of EORCT QLQ-C30 results indicated equivalent overall quality of life between the two groups;however,the TaTME group reported significantly more severe insomnia(P=0.020).No significant differences were observed in LARS severity or total scores between the groups,though the TaTME group demonstrated superior functional outcomes in terms of incontinence for liquid stools and clustering of stools(P=0.007,P=0.004).Additionally,both groups exhibited comparable results in IPSS,and levels of depression and anxiety.Conclusion:The findings suggest that TaTME and LaTME yield similar outcomes in terms of anal and urinary function,overall quality of life,and psychological health,indicating that it is a viable and safe alternative to LaTME in terms of postoperative quality of life.
9.Practice, effectiveness and prospects of standardized management of vaccination clinics in China
Qingsong YU ; Li LI ; Lei CAO ; Jiakai YE ; Yifan SONG ; Zhaonan ZHANG ; Xiaoyu WANG ; Jiayu HE ; Rongna HUANG ; Liang WANG ; Wenzhou YU ; Zundong YIN
Chinese Journal of Preventive Medicine 2025;59(9):1454-1461
As an important setting for the administration of vaccinations, the reasonable setting up and standardized management of vaccination clinics will enhance immunization service quality, public satisfaction, and improve the vaccination rate to protect people′s health. In recent years, various provinces in China are continuously promoting the standardized construction and management of vaccination clinics. However, the level of standardization management remains unbalanced, and the capacity of vaccination services needs to be further improved. This paper reviews the standardized management process of vaccination clinics, summarizes the practice and achievements in various regions, and analyzes the challenges and issues during these processes, to provide reference for improving the standardized management level of vaccination clinics in the future.
10.Related factors of cognitive impairment in middle-aged and old-aged patients with type 2 diabetes mellitus
Jiayu WANG ; Yangfan CHAI ; Qirun LI ; Jun MA ; Ying GAO ; Wei LIU ; Youyuan HUANG ; Yan ZHANG ; Jia JIA ; Shuyu WANG ; Wenbo WANG ; Liguang DONG ; Anping WANG ; Yingkui SI ; Guilan KONG ; Jian ZHANG ; Junqing ZHANG
Chinese Mental Health Journal 2025;39(1):13-19
Objective:To investigate the related factors of cognitive impairment in middle-aged and old-aged patients with type 2 diabetes mellitus(T2DM).Methods:A total of 970 patients with T2DM(585 middle-aged group and 385 old-aged group)were selected from residents of a large community in Beijing from September to December 2018.The Mini-Mental State Examination(MMSE)was used to assess the cognitive func-tion.Multivariate logistic regression was used to analyze the related factors.Results:The detection rates of cognitive impairment were 12.0%and 13.5%in middle-aged and old-aged patients with T2DM,respectively.Among mid-dle-aged patients with T2DM,work(OR=0.22,95%CI:0.03-0.77)and education at the junior college or un-dergraduate level and above(OR=0.18,95%CI:0.04-0.55)were protective factors for cognitive impair-ment.Myocardial infarction(OR=4.13,95%CI:1.26-13.63)was a risk factor for cognitive impairment.Among old-aged patients with T2DM,drinking tea 1-2 times a week(OR=0.11,95%CI:0.01-0.58)and education at the junior college or undergraduate level and above(OR=0.19,95%CI:0.05-0.54)were protective factors for cognitive impairment.Stroke(OR=3.64,95%CI:1.55-8.39)and good sleep self-assessment(OR=2.75,95%CI:1.13-7.35)were risk factors for cognitive impairment.Conclusion:Cognitive impairment in middle-aged pa-tients with T2DM is related to work,education level and myocardial infarction,and cognitive impairment in old-aged patients with T2DM is related to lifestyle,education level and stroke.


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