1.Construction of a prediction model for systemic inflammatory response syndrome in patients undergoing interventional surgery for type B aortic dissection based on logistic regression and decision tree algorithm
Pingzhen ZHANG ; Guiqin WU ; Yuanyuan FU ; Chunyan LIU ; Qiongyan DUAN ; Xiaojing PAN ; Zhouzhen CHEN ; Xia CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(07):1085-1092
Objective To construct and compare logistic regression and decision tree models for predicting systemic inflammatory response syndrome (SIRS) in patients with type B aortic dissection (TBAD) after interventional surgery. Methods A retrospective analysis was conducted on clinical data of TBAD patients at Peking University Shenzhen Hospital from 2020 to 2024. The patients were divided into a SIRS group and a non SIRS group based on whether SIRS occurred within 24 hours after surgery. Multivariate logistic regression was used to analyze the influencing factors of SIRS occurrence in TBAD intervention patients, and a decision tree model was constructed using SPSS Modeler to compare the predictive performance of the two models. Results A total of 742 patients with TBAD were included, including 579 males and 163 females, aged 27-97 (58.85±10.79) years. Within 24 hours after intervention, a total of 506 patients developed SIRS, with an incidence rate of 68.19%. Logistic regression analysis showed that the extensive involvement of the dissection, the surgical time≥2 hours, PET coated stents implanted, serum creatinine, white blood cell count, C-reactive protein, monocyte (MONO), neutrophil count levels elevated, estimated glomerular filtration rate and decreased albumin levels were independent risk factors for SIRS (P<0.05). The decision tree model selected a total of 10 explanatory variables and 6 layers with 37 nodes, among which MONO was the most important predictor. The area under the decision tree model curve was 0.829 [95%CI (0.800, 0.856)], which was better than the logistic regression model's 0.690 [95%CI (0.655, 0.723)], and the difference was statistically significant (P<0.001). Conclusion The incidence of SIRS after TBAD intervention is high, and the decision tree model has better predictive performance than logistic regression. It can identify high-risk patients with higher accuracy and provide a practical tool for early clinical intervention.
2.Targeting ER lipid raft-associated 1 reveals a coordinated cholesterol-dependent vulnerability in hepatocellular carcinoma
Yiming ZHANG ; Yushan HOU ; Xinxin WANG ; Kaikun XU ; Pei JIANG ; Siqi WANG ; Huimin KANG ; Hu ZHANG ; Jingzhuo JIN ; Xiaofen HUANG ; Zifeng LIU ; Songpeng YANG ; Jiaqi LIU ; Lingqiang ZHANG ; Fuchu HE ; Chunyan TIAN ; Aihua SUN
Clinical and Molecular Hepatology 2026;32(2):866-883
Background/Aims:
Dysregulated cholesterol metabolism is a hallmark of hepatocellular carcinoma (HCC) that drives tumor initiation and progression. However, clinical targeting of cholesterol metabolism has yielded limited benefits due to stringent feedback in tumor cells. Identifying a central mediator capable of restoring cholesterol homeostasis within the cell’s intrinsically fine-tuned regulatory framework is urgently needed.
Methods:
We integrated a proteomic dataset from patients with cholesterol-dysregulated HCC into a global cholesterol metabolic regulatory network to identify potential therapeutic targets for disrupted cholesterol homeostasis. The prognostic significance of the candidate targets was further validated in an independent cohort through immunohistochemistry. Functional and mechanistic studies were conducted in vitro using HCC cell lines and in vivo using mouse models. The pharmacological efficacy of the candidate agent was evaluated in both subcutaneous and orthotopic HCC mouse models.
Results:
ER lipid raft-associated 1 (ERLIN1), a pivotal regulator of cholesterol metabolism reprogramming, was identified as an independent favorable prognostic indicator in HCC. ERLIN1 constrains HCC progression both in vitro and in vivo by stabilizing the INSIG1–SCAP–SREBP2 axis and maintaining the metabolic balance of intracellular cholesterol. Under hypoxia, impaired factor-inhibiting hypoxia-1-dependent hydroxylation of ASB11 at asparagine residues 90 and 92 enhances ASB11-mediated ERLIN1 degradation. Pharmacological targeting of this axis using zoledronic acid (ZoA) attenuated HCC progression by weakening the ASB11–ERLIN1 interaction and restoring cholesterol homeostasis.
Conclusions
ERLIN1 represents a druggable metabolic vulnerability in cholesterol-dysregulated HCC. Targeting the ASB11–ERLIN1 axis with the clinically approved ZoA reestablishes cholesterol homeostasis and offers a promising therapeutic strategy to overcome the current limitations of cholesterol-targeted HCC therapies.
3.Letter to the editor on “Glucagon-like peptide 1 receptor agonist and reduced liver and non-liver complications in adults with type 2 diabetes and metabolic dysfunction-associated steatotic liver disease: a target trial emulation study”
Chunyan WANG ; Xu HAN ; Yinyan LI
Clinical and Molecular Hepatology 2026;32(2):e167-e169
5.Construction of a nomogram model for clinical cure of chronic hepatitis B with a low level of hepatitis B surface antigen treated with pegylated interferon α-2b
Yingyuan ZHANG ; Huan MU ; Lixian CHANG ; Danqing XU ; Yuanzhen WANG ; Chunyun LIU ; Weikun LI ; Huangchenghao ZHANG ; Chunyan MOU ; Li LIU
Journal of Clinical Hepatology 2026;42(5):1038-1047
ObjectiveTo investigate the predictive factors for HBsAg clearance in chronic hepatitis B (CHB) patients with a low level of hepatitis B surface antigen (HBsAg) treated with pegylated interferon α-2b (PEG-IFN-α-2b), to establish a combined predictive model and a nomogram based on multiple factors, and to provide a reference for formulating individualized treatment regimens and predicting treatment outcome in clinical practice. MethodsA retrospective analysis was performed for 167 CHB patients with HBsAg <1 500 IU/mL who attended The Third People’s Hospital of Kunming from January 2022 to January 2024 and were treated with PEG-IFN-α-2b. According to whether clinical cure was achieved, the patients were divided into HBsAg clearance group and HBsAg non-clearance group. Related data were collected, including general information and serological/biochemical/virological indicators at different time points during treatment. The independent samples t-test was used for comparison of normally distributed continuous data, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data; the chi-square test was used for comparison of categorical data. The multivariate logistic regression analysis was used to identify independent influencing factors. The receiver operating characteristic (ROC) curve was used to assess the value of indicators used alone or in combination in predicting clinical cure, and calibration curves were plotted to assess the risk prediction model. ResultsThe univariate analysis showed that there were significant differences between the two groups in age (t=-6.839, P<0.05), history of nucleos(t)ide analogue treatment for over 1 year (χ2=59.339, P<0.05), genotype (χ2=4.610, P<0.05), nonalcoholic fatty liver disease (χ2=5.319, P<0.05), hepatitis B virus DNA status before treatment (χ2=60.861, P <0.05), compensated liver cirrhosis (χ2=10.960, P<0.05), HBeAg status before treatment (χ2=19.060, P<0.05), a history of interferon treatment (χ2=8.162, P<0.05), presence of interferon antibodies after treatment (χ2=12.858, P<0.05), HBsAg level before treatment (Z=-7.412, P<0.05), alanine aminotransaminase (ALT) level at baseline (Z=-6.117, P<0.05), ALT level at 12 weeks of treatment (Z=-7.171, P<0.05), platelet count (PLT) at 24 weeks of treatment (Z=-3.622, P<0.05), and thyroid stimulating hormone (TSH) level at 24 weeks of treatment (Z=-2.830, P<0.05). The multivariate logistic regression analysis showed that age (odds ratio [OR]=1.230, P=0.007), history of nucleos(t)ide analogue treatment for over 1 year (OR=0.008, P=0.011), HBeAg status before treatment (OR=0.003, P=0.012), HBsAg level before treatment (OR=1.005, P=0.014), ALT level at baseline (OR=0.949, P=0.014), ALT level at 12 weeks of treatment (OR=0.969, P=0.016), PLT at 24 weeks of treatment (OR=0.969, P=0.022), and TSH level at 24 weeks of treatment (OR=3.608, P=0.045) were independent influencing factors for HBsAg clearance at 48 weeks of treatment in CHB patients with HBsAg <1 500 IU/mL. The Hosmer-Lemeshow goodness-of-fit test yielded χ2=1.398, P=0.994, indicating that the model had good fitting. The Bootstrap method was used to perform internal validation of the nomogram model, and there was a good degree of fitting between the calibration curve and the ideal curve, with a mean absolute error of 0.029. The ROC curve analysis showed that the combination of predictive factors had an area under the ROC curve of 0.982 (95% confidence interval: 0.961 — 0.999), with a sensitivity of 94.10% and a specificity of 93.10%, suggesting that the nomogram model had a good discriminatory ability. For the CHB patients with HBsAg <1 500 IU/mL and different features, further analysis of HBsAg clearance rate at 48 weeks of treatment showed an HBsAg clearance rate of 69.60% for those with HBsAg ≤67.65 IU/mL before treatment, 58.30% for those with a baseline ALT level of ≥62.50 U/L, 68.30% for those with an ALT level of ≥92.50 U/L at 12 weeks of treatment, 42.40% for those with PLT ≥104×109/L at 24 weeks of treatment, and 48.30% for those with a TSH level of ≤1.38 μIU/mL at 24 weeks of treatment, with significant differences between the two groups (all P<0.001). ConclusionAge, history of nucleos(t)ide analogue treatment for over 1 year, HBeAg status before treatment, HBsAg level before treatment, baseline ALT level, ALT level at 12 weeks of treatment, PLT level at 24 weeks, and TSH level at 24 weeks of treatment are independent predictive factors. The combined prediction nomogram model constructed in this study has a relatively high value in predicting clinical cure at 48 weeks of PEG-IFN-α-2b treatment in CHB patients with HBsAg<1 500 IU/mL, thereby providing a reference for selecting suitable treatment population and predicting clinical cure.
6.Mechanism by which hairless gene mutation promotes white adipose tissue browning in hairless mice
Kuicheng ZHU ; Chunyan DU ; Jintao ZHANG
Chinese Journal of Tissue Engineering Research 2026;30(6):1424-1430
BACKGROUND:In mammals,white adipose tissue stores energy,whereas brown adipose tissue dissipates energy.Conversion from White to brown/beige adipocytes is a potential therapeutic strategy to fight obesity,but the molecular mechanisms that drive this process is unclear.OBJECTIVE:To reveal the potential relationship between Hr mutation and adipocyte browning.METHODS:Ten 10-week-old male Yuyi hairless mice and 10 littermate wild-type controls were selected and changes in food intake,body mass and inguinal white adipose tissue mass were recorded.Serum levels of leptin and adiponectin were estimated by ELISA.Glucose tolerance test was used to assess glucose metabolic function and insulin tolerance test was performed to analyze insulin sensitivity.Hematoxylin-eosin staining was performed to observe pathological changes of inguinal white adipose tissue in mice.Real-time fluorescence quantitative PCR and immunofluorescent staining were performed to analyze the expression of genes and proteins associated with browning of white adipose tissue in the groin.RESULTS AND CONCLUSION:(1)Compared with wild-type mice,Yuyi hairless mice had increased brown fat content and ultimately increased glucose tolerance and insulin sensitivity.Hr mutation reduced body mass and inguinal adipose mass in mice,but food intake did not change significantly compared with wild-type mice,suggesting that there was a reduction in body mass and adipose mass but not in food intake.(2)Hematoxylin-eosin staining results showed browning of adipocytes in the inguinal white adipose tissue of Yuyi hairless mice,which became smaller,rounder and accompanied by the appearance of multilocular cells.(3)There was increased level of peroxisome proliferator-activated receptor γ coactivator 1α and activation of thyroid hormone receptor α,uncoupling protein 1,and the mitochondria-shaping genes(nuclear respiratory factor 1and mitochondrial transcription factor A),thereby promoting browning of adipocytes.Thus,Hr mutation activates the peroxisome proliferator-activated receptor γ coactivator 1α/thyroid hormone receptorα/uncoupling protein 1 signaling pathway and increases brown adipose content in mice,thereby promoting energy expenditure and thermogenesis and inhibiting obesity.
7.Establishment and preliminary evaluation of a non-invasive fetal M blood group genotyping method by real-time PCR
Shuangshuang JIA ; Chunyan MO ; Ling WEI ; Jizhi WEN ; Runqing ZHANG ; Yanli JI
Chinese Journal of Blood Transfusion 2026;39(4):493-500
Objective: To establish a method for the genotyping of fetal M blood group antigen by extracting cell-free fetal DNA (cff-DNA) from maternal plasma, so as to guide the management of M antigen-negative pregnant women with IgG anti-M antibody during pregnancy. Methods: A realtime fluorescent quantitative PCR (realtime PCR) method was established. The specificity and sensitivity of the method were validated by dilution of genomic DNA. Subsequently, a total of 12 M antigen-negative pregnant women were enrolled. The cff-DNA was extracted from maternal plasma, and fetal M antigen genotyping was performed by realtime PCR. Fetuses were classified as M-positive or M-negative according to the presence or absence of amplification curve. The accuracy of the method was validated by comparing fetal M antigen genotyping results with the serological results using the cord or peripheral blood of the neonate at birth. Results: Among the 12 M antigen-negative pregnant women, anti-M was detected in five cases, of which four cases had IgG anti-M, and one case had fetal anemia. The results of fetal M antigen genotyping showed that 9 cases were M-positive (9/12, 75%) and 3 cases were M-negative (3/12, 25%). Serological results of blood samples collected after birth from four M-positive fetuses and one M-negative fetus were consistent with the genotyping results. Conclusion: We have, for the first time, established a non-invasive prenatal genotyping method for fetal M antigen using maternal plasma cff-DNA, and preliminarily demonstrated the feasibility of this method.
8.Effect evaluation of pharmaceutical service based on root cause analysis combined with KAP theory on decreasing the protocol violations of investigational medicinal products rate in pediatric clinical trials
Chunyan GUO ; Yi ZHANG ; Yuxin YANG ; Yuguang LIANG ; Qian DING ; Qian WANG ; Chengyue ZHANG ; Yu SUN ; Peng GUO
China Pharmacy 2026;37(9):1206-1210
OBJECTIVE To investigate the effect of pharmaceutical services guided by root cause analysis (RCA) in a problem-oriented manner combined with knowledge-attitude-practice (KAP) theory on reducing the incidence of protocol violations of investigational medicinal products in pediatric clinical trials. METHODS A total of 617 participants from 69 drug clinical trial projects conducted in our hospital from January 2016 to December 2020 were selected as the control group, and 868 participants from 72 drug clinical trial projects from January 2022 to December 2025 as the observation group. RCA was performed on the protocol violations of investigational medicinal product in the control group to identify the types and underlying causes. The control group received routine pharmaceutical services for drug clinical trials, while the observation group was provided with precision pharmaceutical services from the three dimensions of knowledge, attitude and practice on the basis of routine pharmaceutical services, according to the root causes identified by RCA. The occurrence of investigational medicinal products protocol violations was compared between the two groups. RESULTS The total incidence of protocol violations of investigational medicinal products, as well as the incidences of minor and major protocol violations, were all significantly lower in the observation group than in the control group ( P <0.001). The main types of protocol violations in both groups included missed/under-/over-dosing of medications, non-adherence to administration time, failure to adjust dosage as required, and combined medication/vaccination in violation of the protocol. Regarding the responsible subjects of protocol violations, the incidences of protocol violations attributed to participants and their guardians as well as investigators and accidental factors were significantly lower in the observation group than in the control group ( P <0.001, P <0.001, P =0.025). However, there were no statistically significant differences in the incidences of protocol violations caused by sponsor-related reasons between the two groups ( P >0.05). CONCLUSIONS Pharmaceutical services led by pharmacists, based on problem-oriented RCA and combined with KAP theory, can effectively reduce the protocol violations of investigational medicinal products rate in pediatric clinical trials, thereby safeguarding the safety and rights of study participants.
9.Improving microclimate standards in primary and secondary school classrooms to promote student health
ZHANG Fengyun, WU Ming, LIU Mingfa, YANG Dongling, LUO Chunyan
Chinese Journal of School Health 2026;47(2):153-157
Abstract
The study examines the development and application of microclimate standards for primary and secondary school classrooms, so as to ensure and promote the healthy growth of primary and secondary school students. The paper systematically reviews relevant domestic and international standards, analyzes the problems and shortcomings arising from their practical application and proposes effective countermeasures, in order to provide robust references aimed at optimizing the classroom environment in primary and secondary schools for student health, as well as offering practical support to advance the construction of a healthy China.
10.Advances in platelet-associated membrane delivery systems
Ting PAN ; Li CHEN ; Chunyan YAO
Chinese Journal of Blood Transfusion 2026;39(2):277-284
Progress in biomimetic membrane systems has enabled the extensive application of cell membranes in constructing nano-drug delivery systems. These biological membranes endowed the delivery systems with advantages, including superior biocompatibility, precision targeting capabilities, and long circulation. Platelet membranes, owing to their distinctive biological properties, have emerged as exceptional natural materials for nano-drug delivery systems and have continuously promoted the development of the delivery systems in the field of disease treatment. This review comprehensively summarizes the biological characteristics and molecular basis of platelet-associated membranes, various coated systems and methods, and systematically summarizes the research progress of platelet-related membrane delivery systems in the treatment of tumors, inflammatory diseases, cardiovascular and cerebrovascular diseases, and thrombotic diseases. It also analyzes the application challenges in the biomedical field and looks forward to the future development direction.


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