1.Establishment and validation of a prediction model for mineral and bone disorder in maintenance hemodialysis patients
Yanling HUANG ; Jiping SHEN ; Kai CAO ; Ping XIE ; Jinyuan ZHAO ; Rulian LIANG
Chinese Journal of Clinical Medicine 2026;33(1):58-64
Objective To explore the risk factors for mineral and bone disorder in maintenance hemodialysis patients, and to construct and validate a nomogram prediction model. Methods A total of 306 patients undergoing maintenance hemodialysis at Shanghai Eighth People’s Hospital from January 2021 to May 2025 were selected as study subjects and randomly divided into a training set (n=214) and a validation set (n=92) in a 7∶3 ratio. In the training set, patients were divided into a normal bone mineral metabolism group and an abnormal bone mineral metabolism group, and related factors were compared between the two groups. The multivariate logistic regression analysis was used to identify the influencing factors of mineral and bone disorder in maintenance hemodialysis patients in the training set, and a nomogram prediction model was constructed. ROC curves were drawn to evaluate the ability of the nomogram model for predicting mineral and bone disorder in these patients. Calibration curves and Hosmer-Lemeshow goodness-of-fit test were used to analyze the consistency of the predictive probability of nomogram model and actual probability of mineral and bone disorder in these patients. The decision curve was used to assess the clinical benefit using nomogram prediction model. Results Among the 306 hemodialysis patients, 254 patients had mineral and bone disorder, accounting for 83.01%. Among the 214 patients in the training set, 177 had mineral and bone disorder, accounting for 82.71%. In the training set, age, gender, body mass index (BMI), hypertension rate, dialysis age, blood urea nitrogen (BUN), hemoglobin (Hb), albumin (ALB), alkaline phosphatase (ALP), serum creatinine (SCr), uric acid (UA), estimated glomerular filtration rate (eGFR), and rate of taking phosphate binders were statistically significant different between the two groups (P<0.05). The multivariate logistic regression analysis showed higher age, female, hypertension, longer dialysis duration, decreased eGFR, and not taking phosphate binders were identified as risk factors for mineral and bone disorder in maintenance hemodialysis patients (P<0.01). The nomogram prediction model was constructed. The area under the ROC curve of the model for mineral and bone disorder in the training set and validation set was 0.895 (95%CI 0.850-0.941) and 0.881 (95%CI 0.830-0.932), respectively, with maximum Youden indice of 0.650 and 0.600, sensitivity of 0.856 and 0.849, and specificity of 0.794 and 0.751. The Hosmer-Lemeshow test showed the nomogram prediction model had good consistency in predictive probabilities with actual probabilities in training set and validation set. The decision curve showed the nomogram model could bring clinical net benefits when the threshold probabilities in the training set and validation set were less than 0.96 and 0.91. Conclusions The nomogram prediction model constructed based on six independent risk factors including age, gender, hypertension, dialysis duration, eGFR, and using phosphate binders or not, shows good discrimination and calibration, with good clinical predictive ability, which could provide guidance for the management of maintenance hemodialysis patients.
2.Predicting intraoperative blood transfusion risk in hip fracture patients using explainable machine learning models
Fengting LU ; Xiaoming LI ; Dekui LI ; Xianyuan XIE ; Jiazhong WANG ; Qing YU ; Gan HUANG ; Jun SHEN
Chinese Journal of Blood Transfusion 2026;39(2):196-202
Objective: To investigate the factors influencing intraoperative blood transfusion in patients with hip fractures and to develop a machine learning (ML) model for predicting this risk. Methods: A total of 424 patients with hip fractures who underwent surgical treatment between November 2022 and March 2025 in our hospital were selected. Key feature variables of intraoperative blood transfusion risk were identified using the Boruta algorithm. Four different ML algorithms—support vector machine (SVM), linear discriminant analysis (LDA), mixed discriminant analysis (MDA), and extreme gradient boosting (XGBoost)—were used to develop predictive models for intraoperative blood transfusion risk. The predictive performance of the four ML models were evaluated using accuracy, precision, receiver operating characteristic (ROC) curves, precision-recall curves (PRC), precision-recall gain curves (PRGC), and F1 scores. Shapley additive interpretation (SHAP) was used to interpret the final model. Results: Among the 424 patients, 77(18.2%) received intraoperative blood transfusion. The Boruta algorithm identified albumin (ALB), activated partial thromboplastin time (APTT), types of anesthesia, types of fracture, and hemoglobin (Hb) as key feature variables for predicting intraoperative blood transfusion risk. In model evaluation, the SVM model outperforms the other three models across multiple metrics, including the area under the receiver operating characteristic curve (AUC), recall, recall gain, accuracy, precision, F1 score, and the area under the precision-recall curve (PRC-AUC). The SVM model, interpreted and visualized based on SHAP values, effectively predicted intraoperative blood transfusion risk in patients with hip fracture. A visual online application was developed based on the SVM model (https://pbo-nomogram.shinyapps.io/blood/). Conclusion: Preoperative low ALB and Hb levels, prolonged APTT, general anesthesia, and intertrochanteric fractures are risk factors for intraoperative blood transfusion in hip fracture patients. The risk prediction model for intraoperative blood transfusion constructed based on the SVM algorithm has optimal performance, which provides new ideas and methods for the clinical early identification of hip fracture patients with high transfusion risk and the implementation of targeted interventions.
3.Exploration of Training System for Visiting Physicians in Department of Rare Diseases
Jiayuan DAI ; Jing XIE ; Jingjing CHAI ; Yueying MAO ; Chunlei LI ; Yaping LIU ; Jin XU ; Min SHEN ; Shuyang ZHANG
JOURNAL OF RARE DISEASES 2026;5(1):112-116
The construction of a training system for visiting physicians in the department of rare diseases in China is an important measure to improve the overall diagnosis and treatment capacity for rare diseases and address the critical challenge of insufficient knowledge and skills among clinicians in practice. This article systematically describes the visiting physician training system established by the Department of Rare Diseases at Peking Union Medical College Hospital. It summarizes the training objectives and positioning, design logic, and learning modules of the system, aiming to provide a reference for the construction of the specialized talent team for rare diseases in China.
4.Association between phthalate exposure and risk of breast cancer in women: Based on NHANES 2015-2023
Wenhua SHEN ; Huijun XIE ; Jian'an CHEN
Journal of Environmental and Occupational Medicine 2026;43(3):347-353
Background Breast cancer is one of the most common malignant tumors among women worldwide. The occurrence of breast cancer is related to multiple factors, including genetics, hormone levels, environmental pollution, and lifestyle. In recent years, more and more studies have begun to focus on the impact of environmental pollutants on breast cancer, but relevant research in China is still relatively limited. Objective To evaluate the association between phthalate exposure and the risk of breast cancer in adult women. Methods Data were extracted from the National Health and Nutrition Examination Survey (NHANES) 2015–2023. Participants were categorized into breast cancer cases and non-cancer controls based on Medical Conditions Questionnaire. Urine samples from included participants were analyzed using high-performance liquid chromatography coupled with electrospray ionization tandem mass spectrometry (HPLC-ESI-MS/MS) to measure twelve phthalate metabolites: mono(2-ethyl-5-carboxypentyl) phthalate (MECPP), mono(2-ethyl-5-hydroxyhexyl) phthalate (MEHHP), monoisobutyl phthalate (MiBP), mono(2-ethyl-5-oxohexyl) phthalate (MEOHP), etc. Logistic regression was used to investigate the association between phthalate exposure and breast cancer. Multiple comparisons were adjusted using the Bonferroni correction. Weighted quantile sum (WQS) regression was applied to assess the effects of mixed phthalate exposure. Sensitivity analyses were conducted including Bootstrap resampling, extreme value exclusion, and propensity score matching (PSM). Restricted cubic spline models were constructed to characterize potential dose-response relationships. Results A total of
5.Mechanism of Qingre antai decoction in improving pregnancy outcomes of threatened abortion rats with blood heat syndrome based on JAK2/STAT3 and PI3K/AKT dual signaling pathways
Liya MA ; Yanduo SHEN ; Jiale ZHANG ; Liujun WU ; Bingheng XIE ; Xingfei WU ; Chen LIU ; Minghao ZHANG ; Xuelin ZHANG ; Dawei ZHANG
China Pharmacy 2026;37(9):1127-1133
OBJECTIVE To explore the mechanism by which Qingre antai decoction improves pregnancy outcomes of threatened abortion rats with blood heat syndrome. METHODS The pregnant rats were randomly divided into normal group, model group, dydrogesterone group (0.002 g/kg), and Qingre antai decoction group (44.1 g/kg), with 13 rats in each group. Except for normal group, other groups were given warming-yang Chinese medicine and corresponding drugs intragastrically, once a day, for 12 consecutive days. On the 13th day of pregnancy, a single intragastric administration of mifepristone (5 mg/kg) was performed to establish a model of threatened abortion with blood heat syndrome. On the 14th day of pregnancy, the abortion rate and uterine coefficient were calculated; the pathological morphology of pregnant uterine was observed; the serum levels of 3,5,3′-triiodothyronine (T3), thyroid hormone (T4), thyroid stimulating hormone (TSH), as well as the levels of vascular endothelial growth factor (VEGF) and nitric oxide (NO) in the pregnant uterus were all determined; the expressions of mRNA and protein related to Janus kinase 2 (JAK2)/signal transducer and activator of transcription 3 (STAT3) and phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT) pathways were detected. RESULTS Compared with normal group, the model group exhibited endometrial tissue damage, a reduced number of decidual cells, and a significant presence of blood stasis within the uterus; abortion rate, the serum levels of T3, T4 and TSH, the mRNA expressions of JAK2, STAT3 and suppressor of cytokine signaling 3 (SOCS3) as well as protein expressions of p-JAK2, p-STAT3 and SOCS3 in the pregnant uterus were increased significantly ( P <0.05); uterine coefficient, the levels of VEGF and NO in pregnant uterus, mRNA expressions of VEGFR2, PI3K, AKT and endothelial nitric oxide synthase(eNOS), protein expressions of VEGFR2, PI3K and eNOS as well as phosphorylation level of AKT in the pregnant uterus were significantly reduced ( P <0.05). Compared with model group, the endometrial tissue damage and congestion in the Qingre antai decoction group were significantly improved, and the levels of the aforementioned quantitative indicators were significantly reversed ( P <0.05). CONCLUSIONS Qingre antai decoction can improve the pregnancy outcomes in rats with threatened abortion of blood heat syndrome, the mechanism of which may be associated with inhibiting JAK2/STAT3 pathway and activating PI3K/AKT pathway.
6.Fluid Suppression Techniques Combined With Amide Proton Transfer-Weighted Imaging for the Evaluation of Adult-Type Diffuse Gliomas
Hongquan ZHU ; Yuanhao LI ; Yujie DING ; Yufei LIU ; Nanxi SHEN ; Yan XIE ; Su YAN ; Dong LIU ; Xiaoxiao ZHANG ; Li LI ; Wenzhen ZHU
Korean Journal of Radiology 2026;27(3):252-263
Objective:
To evaluate the diagnostic potential of fluid suppression (FS) techniques combined with amide proton transferweighted imaging (APTw) for assessment of isocitrate dehydrogenase (IDH) mutation status, glioma subtypes, and tumor proliferation.
Materials and Methods:
This retrospective study included 117 patients with adult-type diffuse gliomas. Conventional APTw, FSAPTw, and spillover-corrected FS-APTw (SCFS-APTw) metrics were calculated from 3T MRI data in tumor parenchyma, necrotic or cystic regions, and contralateral normal-appearing white matter. APTw signals were compared across the three techniques within each region, between IDH-mutant and IDH-wildtype gliomas, and among astrocytoma, oligodendroglioma, and glioblastoma subtypes. Diagnostic performance for distinguishing IDH mutation status and glioma subtypes was assessed using receiver operating characteristic (ROC) analysis. Correlations between APTw metrics and Ki-67 expression were also analyzed.
Results:
Both FS-APTw and SCFS-APTw significantly reduced signal intensity in tumor parenchyma and necrotic or cystic regions, with SCFS-APTw demonstrating a stronger suppression effect. IDH-wildtype gliomas showed significantly higher APTw metrics than IDH-mutant gliomas (all P < 0.001). Glioblastomas exhibited significantly higher metrics than oligodendrogliomas (all corrected P ≤ 0.015) and astrocytomas (all corrected P < 0.001). SCFS-APTw achieved the highest area under the ROC curve (AUC) of 0.846 for identification of IDH mutation status. For differentiation between astrocytomas and glioblastomas, the 90th percentile of APTw yielded the highest AUC (0.860), followed by SCFS-APTw (0.849). For discrimination between oligodendrogliomas and glioblastomas, the highest AUC (0.832) was obtained using the 90th percentile of SCFS-APTw. None of these metrics successfully differentiated oligodendrogliomas from astrocytomas. SCFS-APTw demonstrated the strongest correlation with Ki-67 expression (r = 0.451).
Conclusion
FS techniques effectively reduce elevated APTw signals originating from fluid compartments. Their combination with APTw imaging enables evaluation of IDH mutation status, glioma subtypes, and tumor proliferative activity in adulttype diffuse gliomas.
7.Traditional Chinese Medicine Regulates NF-κB Signaling Pathway in Treating Diabetic Retinopathy: A Review
Yue ZHU ; Ze WANG ; Yueyao TANG ; Ruoshan GAO ; Xianyan SHEN ; Ruiping XIE
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(18):315-324
Diabetic retinopathy (DR) is a common microvascular complication of diabetes mellitus, and its characteristic pathological changes include microaneurysm formation, hemorrhagic focus formation, exudate deposition, and neovascular proliferation. Long-term hyperglycemic state can induce inflammatory response, oxidative stress, and overexpression of vascular endothelial growth factor (VEGF), which destroys the blood-retinal barrier and promotes the progression of DR. Although the current clinical treatment methods (such as laser photocoagulation and anti-VEGF drugs) have certain effects, they still have limitations, and there is an urgent need to explore safer and multi-target intervention strategies. Recent studies have discovered that the nuclear factor (NF)-κB signaling pathway plays a key role in the pathological process of DR. This pathway affects the occurrence and development of DR by regulating the release of inflammatory factors, oxidative stress response, and angiogenesis. With the advantages of multi-component, multi-target and overall regulation, traditional Chinese medicine (TCM) has shown unique potential in the prevention and treatment of DR. Especially, its precise regulation of the NF-κB pathway has become a research hotspot. This article systematically reviews the mechanisms of action of NF-κB-related signaling pathways in DR, with focuses on the research progress in TCM single herbs and active ingredients, Chinese patent medicines, and TCM compound preparations in ameliorating DR by regulating the NF-κB pathway. This review aims to provide a theoretical basis and a transformation direction for the development of drugs for the prevention and treatment of DR.
8.Effects of ultra-high-frequency radiation exposure on mental arithmetic ability in workers
Jiachun JIN ; Shen XIE ; Guoyong XU ; Maosheng YAN ; Bikun YU
China Occupational Medicine 2026;53(1):65-68
Objective To investigate the impact of ultra-high-frequency radiation(UHFR) on the mental arithmetic ability in exposed workers. Methods A total of 79 workers engaged in high-frequency heat-sealing operations in a shoe factory were selected as the exposure group, and 121 workers from the same factory without such exposure were selected as the control group using the judgment sampling method. The intensity of UHFR from the high-frequency heat-sealing machines at the workplaces was measured on-site. Mental arithmetic performance of the participants of the two groups was assessed using the neurobehavioral ability index (NAI) from Neurobehavioral Evaluation System Chinese 3rd Generation. Results The NAI of the participants was lower in the exposure group than that in the control group [(1.17 ± 0.48) vs (1.39 ± 0.59), P<0.01], as was the NAI of the high-exposure subgroup within the exposure group [ (1.10 ± 0.43) vs (1.39 ± 0.59), P<0.01]. Females in the exposed group had lower NAI than that in the control group [(1.14 ± 0.49) vs (1.39 ± 0.60), P<0.01]. Multivariable logistic regression analysis indicated that exposure to high intensity electric field was a risk factor for abnormal NAI (odds ratio=2.04, 95% confidence interval was 1.00-4.19, P<0.05). Conclusion Occupational exposure to UHFR from high-frequency heat-sealing machines may negatively affect the mental arithmetic ability of workers. Occupational health protection measures, such as reducing UHFR exposure levels, enhancing individual protection, and strengthening occupational health surveillance, should be implemented.
9.Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma Regulates Ferroptosis via Nrf2/SLC7A11/GPX4 Signaling Pathway to Alleviate Myocardial Remodeling in Rat Model of Myocardial Infarction
Xuesong CHEN ; Rongnan QIU ; Shenghao WANG ; Yan FENG ; Jutong XIE ; Yuwen YAN ; Tianlin YANG ; Changxu XIE ; Lei GAO ; Jianping SHEN ; Yuehong SHEN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):54-62
ObjectiveTo investigate the effect of Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma on ferroptosis in the rat model of myocardial infarction and further elucidate its role in myocardial remodeling. MethodsThe rat model of myocardial infarction was established by ligation of the left anterior descending coronary artery. The 50 successfully modeled rats were randomly divided into model group, ferroptosis inhibitor group (2 mg·kg-1), enalapril group (2.1 mg·kg-1), and low- and high-dose (4 g·kg-1 and 8 g·kg-1, respectively) Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma, with 10 rats in each group. The rat model of myocardial infarction was established by ligation of the left anterior descending coronary artery. After 4 weeks of treatment, echocardiography was used to assess the cardiac structure and function. Hematoxylin-eosin (HE) staining and Masson staining were employed to observe pathological morphology and fibrosis of the myocardial tissue. Serum levels of N-terminal pro-B-type natriuretic peptide (NT-proBNP), transforming growth factor-β (TGF-β), and myosin heavy chain-β (MHC-β) were measured by enzyme-linked immunosorbent assay (ELISA). Prussian blue staining was performed to detect myocardial iron deposition. The myocardial mitochondrial structure was observed by transmission electron microscopy. Levels of malondialdehyde (MDA) and glutathione (GSH) in the myocardial tissue were determined by lipid peroxidation assay kits. Immunofluorescence assay was conducted to observe the fluorescence intensity of nuclear factor E2-related factor 2 (Nrf2) in the myocardial tissue. Western blot analysis was performed to evaluate the expression levels of proteins in the Nrf2/solute carrier family 7 member 11 (SLC7A11)/glutathione peroxidase 4 (GPX4) pathway. ResultsCompared with the sham group, the model group showed increased left ventricular end-diastolic diameter (LVEDD), left ventricular end-systolic diameter (LVESD), and serum levels of NT-proBNP, TGF-β, and MHC-β (P<0.01), decreased left ventricular ejection fraction (LVEF) and left ventricular fractional shortening (LVFS) (P<0.01), disarrangement of myocardial cells, inflammatory cell infiltration, severe myocardial fibrosis, increased myocardial iron deposition, and irregular mitochondrial morphology with vacuolation. Furthermore, the modeling led to increased MDA (P<0.01), decreased GSH (P<0.01), diminished Nrf2 fluorescence intensity in the myocardial tissue, and downregulated expression levels of Nrf2, SLC7A11, and GPX4 (P<0.01). Compared with the model group, Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma reduced the LVEDD, LVESD, and serum levels of NT-proBNP, TGF-β, and MHC-β (P<0.05, P<0.01), increased the LVEF and LVFS (P<0.05, P<0.01), alleviated pathological changes such as myocardial cell disarrangement, inflammatory cell infiltration, myocardial fibrosis, and iron deposition, lowered the level of MDA (P<0.05, P<0.01), raised the level of GSH (P<0.05, P<0.01), improved the mitochondrial morphology and reduced vacuolation in the myocardial tissue, enhanced Nrf2 fluorescence intensity, and upregulated the expression levels of Nrf2, SLC7A11, and GPX4 (P<0.05, P<0.01) in the rat model of myocardial infarction. ConclusionGardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma alleviates pathological damage and myocardial remodeling in the rat model of myocardial infarction by inhibiting ferroptosis, the mechanism of which is related to the activation of Nrf2/SLC7A11/GPX4 signaling pathway.
10.Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma Regulates Ferroptosis via Nrf2/SLC7A11/GPX4 Signaling Pathway to Alleviate Myocardial Remodeling in Rat Model of Myocardial Infarction
Xuesong CHEN ; Rongnan QIU ; Shenghao WANG ; Yan FENG ; Jutong XIE ; Yuwen YAN ; Tianlin YANG ; Changxu XIE ; Lei GAO ; Jianping SHEN ; Yuehong SHEN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):54-62
ObjectiveTo investigate the effect of Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma on ferroptosis in the rat model of myocardial infarction and further elucidate its role in myocardial remodeling. MethodsThe rat model of myocardial infarction was established by ligation of the left anterior descending coronary artery. The 50 successfully modeled rats were randomly divided into model group, ferroptosis inhibitor group (2 mg·kg-1), enalapril group (2.1 mg·kg-1), and low- and high-dose (4 g·kg-1 and 8 g·kg-1, respectively) Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma, with 10 rats in each group. The rat model of myocardial infarction was established by ligation of the left anterior descending coronary artery. After 4 weeks of treatment, echocardiography was used to assess the cardiac structure and function. Hematoxylin-eosin (HE) staining and Masson staining were employed to observe pathological morphology and fibrosis of the myocardial tissue. Serum levels of N-terminal pro-B-type natriuretic peptide (NT-proBNP), transforming growth factor-β (TGF-β), and myosin heavy chain-β (MHC-β) were measured by enzyme-linked immunosorbent assay (ELISA). Prussian blue staining was performed to detect myocardial iron deposition. The myocardial mitochondrial structure was observed by transmission electron microscopy. Levels of malondialdehyde (MDA) and glutathione (GSH) in the myocardial tissue were determined by lipid peroxidation assay kits. Immunofluorescence assay was conducted to observe the fluorescence intensity of nuclear factor E2-related factor 2 (Nrf2) in the myocardial tissue. Western blot analysis was performed to evaluate the expression levels of proteins in the Nrf2/solute carrier family 7 member 11 (SLC7A11)/glutathione peroxidase 4 (GPX4) pathway. ResultsCompared with the sham group, the model group showed increased left ventricular end-diastolic diameter (LVEDD), left ventricular end-systolic diameter (LVESD), and serum levels of NT-proBNP, TGF-β, and MHC-β (P<0.01), decreased left ventricular ejection fraction (LVEF) and left ventricular fractional shortening (LVFS) (P<0.01), disarrangement of myocardial cells, inflammatory cell infiltration, severe myocardial fibrosis, increased myocardial iron deposition, and irregular mitochondrial morphology with vacuolation. Furthermore, the modeling led to increased MDA (P<0.01), decreased GSH (P<0.01), diminished Nrf2 fluorescence intensity in the myocardial tissue, and downregulated expression levels of Nrf2, SLC7A11, and GPX4 (P<0.01). Compared with the model group, Gardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma reduced the LVEDD, LVESD, and serum levels of NT-proBNP, TGF-β, and MHC-β (P<0.05, P<0.01), increased the LVEF and LVFS (P<0.05, P<0.01), alleviated pathological changes such as myocardial cell disarrangement, inflammatory cell infiltration, myocardial fibrosis, and iron deposition, lowered the level of MDA (P<0.05, P<0.01), raised the level of GSH (P<0.05, P<0.01), improved the mitochondrial morphology and reduced vacuolation in the myocardial tissue, enhanced Nrf2 fluorescence intensity, and upregulated the expression levels of Nrf2, SLC7A11, and GPX4 (P<0.05, P<0.01) in the rat model of myocardial infarction. ConclusionGardeniae Fructus-Salviae Miltiorrhizae Radix et Rhizoma alleviates pathological damage and myocardial remodeling in the rat model of myocardial infarction by inhibiting ferroptosis, the mechanism of which is related to the activation of Nrf2/SLC7A11/GPX4 signaling pathway.

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