1.Body image disturbance status in AS patients and analysis of its influencing factors
Min NIU ; Jingman YUAN ; Liya MA ; Hao XU ; Jun LI ; Meixi YAN ; Xinru DU ; Hanhui MA ; Xichao YANG
Journal of Public Health and Preventive Medicine 2026;37(1):158-162
Objective To understand the status of body image disturbance and its influencing factors in patients with ankylosing spondylitis (AS), so as to provide a scientific basis for the clinical management of AS. Methods A total of 353 AS patients admitted from January 2022 to December 2024 were selected as research subjects. Chinese version of Body Image Disturbance Questionnaire (BIDQ) was used to investigate the body image disturbance in AS patients. Single factor analysis was performed by t test and analysis of variance, and multiple factors were analyzed by multivariate linear regression. Results The total score of BIDQ in 342 AS patients was (25.01±4.22). Multivariate linear regression analysis results showed that self-paid medical expense, nighttime VAS score and negative emotion PANAS score could positively predict body image disturbance in AS patients (standardized regression coefficient=0.413, 0.413, 0.460, P<0.05), and PSSS score, positive emotion PANAS score and exercise management CDSSM score could negatively predict body image disturbance (standardized regression coefficient=-0.245, -0.134, -0.247, P<0.05). Conclusion The body image disturbance in AS patients is worthy of clinical attention. Nighttime pain, negative emotion and self-paid medical treatment can increase the risk of body image disturbance. Positive emotion, social support and high self-management level of exercise behavior can reduce the formation of body image disturbance, which can provide new ideas for clinical management of AS patients.
2.Analysis of comparator selection strategies for pharmaceutical enterprises in the national reimbursement drug list access application
Qingwen WANG ; Qin AN ; Xiaoyan YUAN ; Yuzhi HAN ; Xi CHEN ; Hongyan WU
China Pharmacy 2026;37(8):985-990
OBJECTIVE To analyze the selection and rationales of comparators for pharmaceutical enterprises in their medical insurance access application, so as to provide a reference for promoting communication and consensus between enterprises and medical insurance authorities in this process. METHODS The application materials for drugs outside the catalogue that passed formal review published by the National Healthcare Security Administration from 2021 to 2025 were extracted, and then content analysis was used to systematically sort out relevant information of the declared drugs and comparators; the specific situations and rationales of pharmaceutical enterprises’ selection of comparators were analyzed. RESULTS A total of 1 341 declared drug documents were collected. Data analysis showed that 1 035 (77.18%) were submitted with positive comparators and 306 (22.82%) used blank comparators; 58 drugs (4.33%) took combination therapy as the reference, and 5 drugs (0.37%) referred to non-pharmacological (or non-single pharmacological) treatment regimens. Among competitive drugs declared by multiple enterprises, 50.00% of the enterprises submitted different comparators. A total of 4 basic conditions and 39 additional conditions were extracted as the rationales for selecting positive comparators. For blank comparators, 12 drug-related factors, 2 administrative factors, and 1 other factor were identified. More than 10% of the drugs did not state the rationale for comparator selection, and over 44% of drugs using blank comparators provided only one justification. CONCLUSIONS Pharmaceutical enterprises mainly select comparators based on their own interests in the medical insurance access application, and there are deficiencies in the adequacy and standardization of their selection basis and reasoning. It is recommended that enterprises follow the principled requirements of medical insurance authorities, and fully and normatively explain the reasons for selecting comparators in combination with the characteristics of their own products. Meanwhile, it is advisable to change the current open-ended statement form of selection reasons into a closed-ended answering mode, so as to highlight the priority of selection, standardize the declaration behavior of enterprises, and reduce communication divergences between the two parties.
3.Application of radiomics combined with machine learning algorithms for preoperative prediction of perineural invasion in oral squamous cell carcinoma
MENG Xiangze ; YUAN Ying ; YANG Xi
Journal of Prevention and Treatment for Stomatological Diseases 2026;34(5):456-470
Objective:
To explore the value of contrast-enhanced computed tomography (CT) radiomics combined with machine learning algorithms in the preoperative prediction of perineural invasion (PNI) in oral squamous cell carcinoma (OSCC), aiming to provide evidence for assisting clinical treatment decision-making.
Methods:
This study was approved by the Ethics Committee of the Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine. A total of 250 OSCC patients confirmed by postoperative pathology were included, comprising 128 PNI-positive and 122 PNI-negative cases. The dataset was randomly divided into training (n=175), validation (n=38), and independent testing (n=37) sets in a ratio of 7:1.5:1.5. Regions of interest were delineated on preoperative images, and radiomic features were extracted. After dimensionality reduction and feature selection using methods like Least Absolute Shrinkage and Selection Operator (LASSO) regression, multiple machine learning models, including support vector machine (SVM), random forest, Light gradient boosting machine (LightGBM), and a Stacking ensemble model, were constructed. Model performance was evaluated using metrics such as the area under the receiver operating characteristic curve (AUC), sensitivity, calibration curves, and decision curve analysis (DCA). Model interpretability was analyzed using Shapley additive explanations (SHAP) and grouped permutation feature importance analysis.
Results :
Among the 250 samples analyzed, the LightGBM model based on radiomics demonstrated the best performance on the independent test set, with an AUC of 0.781, outperforming models like SVM (AUC = 0.730) and Random Forest (AUC = 0.691), as well as clinical models (AUCs ranging 0.549-0.711). The LightGBM model showed good calibration (Brier score 0.198), and DCA indicated high clinical net benefit over a wide threshold probability range. Paired DeLong tests revealed no statistically significant differences in AUC between the ensemble (Stacking) model and the corresponding best-performing radiomics-based model. SHAP analysis and grouped permutation feature importance analysis further indicated that the primary discriminative information for the model came from radiomic texture features.
Conclusion
The LightGBM model based on contrast-enhanced CT radiomics demonstrated good discriminative ability for preoperative prediction of PNI in OSCC. In the independent test set, it achieved the highest AUC. This model holds promise as a non-invasive auxiliary tool for preoperative risk assessment. Given the limited sample size of the independent test set, these results require further validation in larger cohorts and external datasets.
4.Expression characteristics and prognostic value of CENPM, and its mechanisms in regulating malignant phenotypes in glioma
YUAN Hao ; ZHANG Siwei ; WANG Mengyue ; SUN Qiaoxin ; BAI Zili ; CHEN Peng
Chinese Journal of Cancer Biotherapy 2026;33(4):418-428
[摘 要] 目的:探究着丝粒蛋白M(CENPM)在脑胶质瘤中的表达特征、临床预后价值及其对肿瘤恶性生物学行为的调控机制,为脑胶质瘤的精准治疗提供潜在靶点。方法:基于中国胶质瘤基因组图谱(CGGA)和癌症基因组图谱(TCGA)数据库分析CENPM在胶质瘤中的表达及其与患者临床病理特征和预后的相关性。通过基因本体论(GO)分析、京都基因与基因组百科全书(KEGG)富集分析和单细胞转录组分析探索CENPM的生物学功能和作用机制。WB法检测CENPM在胶质瘤细胞(LN-18、LN-229、U-138MG、U-251MG)和正常胶质细胞(HEB)中的表达;构建CENPM敲低细胞后,通过CCK-8、集落形成、Transwell和划痕实验评估恶性表型改变。结果:CENPM在WHO高级别胶质瘤中呈高表达(P < 0.05),与肿瘤恶性程度正相关。高表达组患者总体生存期显著短于低表达组(P < 0.01),Cox回归证实CENPM是影响胶质瘤患者预后的独立危险因素(P < 0.05)。功能富集分析结果显示CENPM相关基因主要富集于细胞周期调控、PI3K-Akt通路和免疫相关过程。单细胞分析结果显示CENPM主要在CD8⁺ T细胞高表达,并通过PTN-PTPRZ1/NCL配受体调控细胞通信。体外实验证实CENPM在胶质瘤细胞表达高于正常胶质细胞(LN-18:P < 0.01,LN-299:P < 0.05);敲低CENPM显著抑制迁移(P < 0.05),但增强集落形成,提示其在肿瘤进展中的双重调控作用。结论:CENPM作为胶质瘤独立预后危险因子,通过调控细胞周期、PTN通路和免疫微环境驱动肿瘤进展,其差异化调控机制(抑制迁移、促进增殖)具有潜在的临床转化价值,可作为分子分型和靶向治疗候选标志物。
5.Differentiation and Treatment of Attention Deficit Hyperactivity Disorder from the Perspective of Deficiency,Stasis and Stagnation
Kangning ZHOU ; Meifang LI ; Yurou YAN ; Yuan LI ; Xi CHEN ; Wei LI ; Hongsheng YANG ; Junhong WANG
Journal of Traditional Chinese Medicine 2026;67(10):1111-1114
The core pathogenesis of attention deficit hyperactivity disorder (ADHD) lies in deficiency, stasis and stagnation. Deficiency arises from kidney essence depletion and spleen dysfunction in transportation and transformation, leading to inadequate nourishment of the marrow sea. Stasis caused by qi deficiency leads to obstruction in channels and collaterals, resulting in obstructed marrow transport. Stagnation is associated with the excess of the five minds transforming into fire, which scorches the brain orifices and leads to loss of control over marrow utilisation. Based on this, a "supplementation-unblocking-regulation" therapeutic approach is proposed. For deficiency, the focus is on supplementing kidney and fortifying spleen, and replenishing the marrow sea. For stasis, the priority is to unblock and open the orifices, and clear the marrow channels. For stagnation, the core is to clear fire and contain the mind, regulate and restore vital activity. In clinical practice, it is necessary to identify the primary and secondary pathogenic mechanisms and apply dynamic, combined treatment, integrating Chinese herbal medicine, acupuncture, and guiding exercises throughout the process, aiming to provide a reference for the diagnosis and treatment of ADHD with traditional Chinese medical.
6.Effect of Runmu Xiaoyao Powder on TLR4/MyD88/NF-κB Signaling Pathway in Mice with Dry Eye and Liver Depression-heat Syndrome
Xin PENG ; Xi LONG ; Yuan ZHONG ; Jun PENG ; Qinghua PENG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(13):112-122
ObjectiveThis paper aims to investigate the effect and mechanism of Runmu Xiaoyao powder on mice with dry eye and the syndrome of liver depression-heat syndrome based on the toll-like receptor 4 (TLR4)/myeloid differentiation primary response protein 88 (MyD88)/nuclear factor-κB (NF-κB) signaling pathway. MethodsSixty-six C57BL/6J female mice were randomly divided into a normal group, a model group, a sodium hyaluronate group, and high-, medium-, and low-dose Runmu Xiaoyao powder groups, with 11 mice per group. Except for those in the normal group, mice in the other groups were subjected to mouse models with dry eye and liver depression-heat syndrome by instilling a benzalkonium chloride solution and applying chronic pain stimulation in a dry environment. After modeling, mice in the high-, medium-, and low-dose Runmu Xiaoyao powder groups were administered intragastrically with 29.7, 14.85, 7.43 g·kg-1, respectively, twice a day for 14 consecutive days. The mice in the sodium hyaluronate group received 5 μL of sodium hyaluronate eye drops in each eye twice daily. The mice in the normal and model groups were administered intragastrically with an equal volume of deionized water. Measurements were taken of tear secretion in mice, irritability scores, corneal fluorescein staining, and histopathological changes in the cornea, lacrimal glands, meibomian glands, and liver tissue. Enzyme-linked immunosorbent assay (ELISA) was used to detect the levels of interleukin-1β (IL-1β) and tumour necrosis factor-α (TNF-α) in serum. Immunohistochemistry (IHC) was used to detect the protein expression of IL-1β and TNF-α in corneal and lacrimal gland tissues. Real-time quantitative polymerase chain reaction(Real-time PCR) and Western blot were employed to detect the mRNA and protein expressions of TLR4, MyD88, and NF-κB p65 in corneal, lacrimal gland, and meibomian gland tissues. ResultsCompared with those in the normal group, mice in the model group exhibited significantly reduced tear secretion, significantly higher irritability scores, and more pronounced corneal fluorescence staining, with marked pathological damage observed in the cornea, lacrimal glands, meibomian glands, and liver tissue. IL-1β and TNF-α levels in serum were significantly elevated. The protein expressions of IL-1β and TNF-α in corneal and lacrimal gland tissues, as well as the mRNA and protein expressions of TLR4, MyD88, and NF-κB p65 in corneal, lacrimal gland, and meibomian gland tissues, were all significantly increased (P<0.01). Compared with the model group, the sodium hyaluronate group and Runmu Xiaoyao powder groups with different doses exhibited increased tear secretion to varying degrees, alleviated corneal fluorescence staining and histopathological damage, reduced IL-1β and TNF-α levels in serum, and downregulated protein expressions of IL-1β and TNF-α in corneal and lacrimal gland tissues, as well as the mRNA and protein expressions of TLR4, MyD88, and NF-κB p65 in corneal, lacrimal gland, and meibomian gland tissues. The high-dose Runmu Xiaoyao powder group demonstrated a more pronounced effect, with multiple indicators showing superior results compared to those in the sodium hyaluronate group (P<0.05, P<0.01). ConclusionRunmu Xiaoyao powder down-regulates the TLR4/MyD88/NF-κB signaling pathway activity in the cornea, lacrimal glands, and meibomian glands of model mice with dry eye and liver depression-heat syndrome, thereby suppressing inflammatory responses and mitigating ocular surface tissue damage. The therapeutic effect is dose-dependent, and the high-dose group exerts the most prominent effect.
7.Comparison of small-sample multi-class machine learning models for plasma concentration prediction of valproic acid
Xi CHEN ; Shen’ao YUAN ; Hailing YUAN ; Jie ZHAO ; Peng CHEN ; Chunyan TIAN ; Yi SU ; Yunsong ZHANG ; Yu ZHANG
China Pharmacy 2025;36(11):1399-1404
OBJECTIVE To construct three-class (insufficient, normal, excessive) and two-class (insufficient, normal) models for predicting plasma concentration of valproic acid (VPA), and compare the performance of these two models, with the aim of providing a reference for formulating clinical medication strategies. METHODS The clinical data of 480 patients who received VPA treatment and underwent blood concentration test at the Xi’an International Medical Center Hospital were collected from November 2022 to September 2024 (a total of 695 sets of data). In this study, predictive models were constructed for target variables of three-class and two-class models. Feature ranking and selection were carried out using XGBoost scores. Twelve different machine learning algorithms were used for training and validation, and the performance of the models was evaluated using three indexes: accuracy, F1 score, and the area under the working characteristic curve of the subject (AUC). RESULTS XGBoost feature importance scores revealed that in the three-class model, the importance ranking of kidney disease and electrolyte disorders was higher. However, in the two-class model, the importance ranking of these features significantly decreased, suggesting a close association with the excessive blood concentration of VPA. In the three-class model, Random Forest method performed best, with F1 score of 0.704 0 and AUC of 0.519 3 on the test set; while in the two-class model, CatBoost method performed optimally, with F1 score of 0.785 7 and AUC of 0.819 5 on the test set. CONCLUSIONS The constructed three-class model has the ability to predict excessive VPA blood concentration, but its prediction and model generalization abilities are poor; the constructed two-class model can only perform classification prediction for insufficient and normal blood concentration cases, but its model performance is stronger.
8.Mechanosensory activation of Piezo1 via cupping therapy: Harnessing neural networks to modulate AMPK pathway for metabolic restoration in a mouse model of psoriasis.
Ruo-Fan XI ; Xin LIU ; Yi WANG ; Han-Zhi LU ; Shao-Jie YUAN ; Dong-Jie GUO ; Jian-Yong ZHU ; Fu-Lun LI ; Yan-Juan DUAN
Journal of Integrative Medicine 2025;23(6):721-732
OBJECTIVE:
Psoriasis, a common chronic inflammatory skin condition with genetic underpinnings, is traditionally managed with cupping therapy. Although used historically, the precise mechanical effects and therapeutic mechanisms of cupping in psoriasis remain largely unexamined. This study aimed to evaluate cupping therapy's efficacy for psoriasis and investigate its role in modulating inflammatory responses and cellular metabolism.
METHODS:
Psoriasis was induced in mice using topical imiquimod (IMQ). The effects of cupping on psoriatic lesions were assessed using the Psoriasis Area and Severity Index score, histology, immunohistochemistry, and immunofluorescence staining. polymerase chain reaction sequencing (RNA-seq) and Western blotting were conducted to examine changes in mRNA expression and the AMP-activated protein kinase (AMPK) signaling pathway.
RESULTS:
Cupping therapy significantly reduced inflammation, epidermal thickness, and inflammatory cell infiltration in mice with IMQ-induced psoriasis. Immunohistochemistry and immunofluorescence showed lower expression of inflammatory markers and a shift in T-cell populations. RNA-seq and Western blotting indicated that cupping upregulated Piezo1 and activated the AMPK pathway, improving energy metabolism in psoriatic skin.
CONCLUSION
Cupping therapy reduces epidermal hyperproliferation and inflammation in psoriasis, rebalancing the local immune microenvironment. Mechanistically, cupping promotes calcium influx via Piezo1, activates AMPK signaling, and supports metabolic homeostasis, suggesting therapeutic potential for psoriasis. Please cite this article as: Xi RF, Liu X, Wang Y, Lu HZ, Yuan SJ, Guo DJ, Zhu JY, Li FL, Duan YJ. Mechanosensory activation of Piezo1 via cupping therapy: Harnessing neural networks to modulate AMPK pathway for metabolic restoration in a mouse model of psoriasis. J Integr Med. 2025; 23(6):721-732.
Animals
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Psoriasis/chemically induced*
;
Mice
;
AMP-Activated Protein Kinases/metabolism*
;
Disease Models, Animal
;
Cupping Therapy/methods*
;
Signal Transduction
;
Imiquimod
;
Ion Channels/genetics*
;
Male
;
Mechanotransduction, Cellular
9.Andrographolide sulfonate alleviates rheumatoid arthritis by inhibiting glycolysis-mediated activation of PI3K/AKT to restrain Th17 cell differentiation.
Chunhong JIANG ; Xi ZENG ; Jia WANG ; Xiaoqian WU ; Lijuan SONG ; Ling YANG ; Ze LI ; Ning XIE ; Xiaomei YUAN ; Zhifeng WEI ; Yi GUAN
Chinese Journal of Natural Medicines (English Ed.) 2025;23(4):480-491
Andrographolide sulfonate (AS) is a sulfonated derivative of andrographolide extracted from Andrographis paniculata (Burm.f.) Nees, and has been approved for several decades in China. The present study aimed to investigate the novel therapeutic application and possible mechanisms of AS in the treatment of rheumatoid arthritis. Results indicated that administration of AS by injection or gavage significantly reduced the paw swelling, improved body weights, and attenuated pathological changes in joints of rats with adjuvant-induced arthritis. Additionally, the levels of tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), and IL-1β in the serum and ankle joints were reduced. Bioinformatics analysis, along with the spleen index and measurements of IL-17 and IL-10 levels, suggested a potential relationship between AS and Th17 cells under arthritic conditions. In vitro, AS was shown to block Th17 cell differentiation, as evidenced by the reduced percentages of CD4+ IL-17A+ T cells and decreased expression levels of RORγt, IL-17A, IL-17F, IL-21, and IL-22, without affecting the cell viability and apoptosis. This effect was attributed to the limited glycolysis, as indicated by metabolomics analysis, reduced glucose uptake, and pH measurements. Further investigation revealed that AS might bind to hexokinase2 (HK2) to down-regulate the protein levels of HK2 but not glyceraldehyde-3-phosphate dehydrogenase (GAPDH) or pyruvate kinase M2 (PKM2), and overexpression of HK2 reversed the inhibition of AS on Th17 cell differentiation. Furthermore, AS impaired the activation of phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT) signals in vivo and in vitro, which was abolished by the addition of lactate. In conclusion, AS significantly improved adjuvant-induced arthritis (AIA) in rats by inhibiting glycolysis-mediated activation of PI3K/AKT to restrain Th17 cell differentiation.
Animals
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Th17 Cells/immunology*
;
Diterpenes/pharmacology*
;
Arthritis, Rheumatoid/metabolism*
;
Proto-Oncogene Proteins c-akt/immunology*
;
Glycolysis/drug effects*
;
Cell Differentiation/drug effects*
;
Phosphatidylinositol 3-Kinases/genetics*
;
Rats
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Male
;
Rats, Sprague-Dawley
;
Humans
;
Andrographis paniculata/chemistry*
;
Arthritis, Experimental/drug therapy*
;
Interleukin-17/immunology*
;
Signal Transduction/drug effects*
10.Association between Fish Consumption and Stroke Incidence Across Different Predicted Risk Populations: A Prospective Cohort Study from China.
Hong Yue HU ; Fang Chao LIU ; Ke Yong HUANG ; Chong SHEN ; Jian LIAO ; Jian Xin LI ; Chen Xi YUAN ; Ying LI ; Xue Li YANG ; Ji Chun CHEN ; Jie CAO ; Shu Feng CHEN ; Dong Sheng HU ; Jian Feng HUANG ; Xiang Feng LU ; Dong Feng GU
Biomedical and Environmental Sciences 2025;38(1):15-26
OBJECTIVE:
The relationship between fish consumption and stroke is inconsistent, and it is uncertain whether this association varies across predicted stroke risks.
METHODS:
A cohort study comprising 95,800 participants from the Prediction for Atherosclerotic Cardiovascular Disease Risk in China project was conducted. A standardized questionnaire was used to collect data on fish consumption. Participants were stratified into low- and moderate-to-high-risk categories based on their 10-year stroke risk prediction scores. Hazard ratios ( HRs) and 95% confidence intervals ( CIs) were estimated using Cox proportional hazard models and additive interaction by relative excess risk due to interaction (RERI), attributable proportion (AP), and synergy index (SI).
RESULTS:
During 703,869 person-years of follow-up, 2,773 incident stroke events were identified. Higher fish consumption was associated with a lower risk of stroke, particularly among moderate-to-high-risk individuals ( HR = 0.53, 95% CI: 0.47-0.60) than among low-risk individuals ( HR = 0.64, 95% CI: 0.49-0.85). A significant additive interaction between fish consumption and predicted stroke risk was observed (RERI = 4.08, 95% CI: 2.80-5.36; SI = 1.64, 95% CI: 1.42-1.89; AP = 0.36, 95% CI: 0.28-0.43).
CONCLUSION
Higher fish consumption was associated with a lower risk of stroke, and this beneficial association was more pronounced in individuals with moderate-to-high stroke risk.
Humans
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China/epidemiology*
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Male
;
Female
;
Stroke/etiology*
;
Middle Aged
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Prospective Studies
;
Incidence
;
Aged
;
Animals
;
Fishes
;
Risk Factors
;
Diet
;
Seafood
;
Adult
;
Cohort Studies


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