1.Multicenter machine learning-based construction of a model for predicting potential organ donors and validation with decision curve analysis
Xu WANG ; Wenxiu LI ; Fenghua WANG ; Shuli WU ; Dong JIA ; Xin GE ; Zhihua SHAN ; Tongzuo LI
Organ Transplantation 2026;17(1):106-115
Objective To evaluate the predictive value of different machine learning models constructed in a multicenter environment for potential organ donors and verify their clinical application feasibility. Methods The study included 2 000 inpatients admitted to five domestic tertiary hospitals from January 2020 to December 2023, who met the criteria for potential organ donation assessment. They were randomly divided into a training set and an internal validation set (7∶3). Another 300 similar patients admitted to the First Affiliated Hospital of Harbin Medical University from January 2024 to April 2025 were included as an external validation set. The area under the curve (AUC), sensitivity, specificity, accuracy and F1-score of three models were compared, and the consistency of the potential organ donor determination process was tested. Multivariate logistic regression analysis was used to identify predictive factors of potential organ donors. Decision curve analysis (DCA) was employed to verify the resource efficiency of each model, and the threshold interval and intervention balance point were assessed. Results Apart from age, there were no significant differences in other basic characteristics among the centers (all P>0.05). The consistency of the potential organ donor determination process among researchers in each center was good [all 95% confidence interval (CI) lower limits >0]. In the internal validation set, the XGBoost model had the best predictive performance (AUC=0.92, 95% CI 0.89-0.94) and the best calibration (P=0.441, Brier score 0.099). In the external validation set, the XGBoost model also had the best predictive performance (AUC=0.91, 95% CI 0.88-0.94), outperforming logistic regression and random forest models. Multivariate logistic regression showed that mechanical ventilation had the greatest impact (odds ratio=2.06, 95% CI 1.54-2.76, P<0.001). DCA indicated that the XGBoost model had the highest net benefit in the threshold interval of 0.2-0.6. The “treat all” strategy only had a slight advantage at extremely low thresholds. The recommended threshold interval, which balances intervention costs and clinical benefits, considers ≥50% positive predictive value (PPV) and ≤50 referrals per 100 high-risk patients. Conclusions The XGBoost model established in a multicenter environment is accurate and well-calibrated in predicting potential organ donors. Combined with DCA, it may effectively guide the timing of clinical interventions and resource allocation, providing new ideas for the assessment and management of organ donation after brain death.
2.Analysis of the nutritional status and influencing factors of Tibetan and Mongolian children and adolescents in Golmud City, Qinghai Province in 2022
Chinese Journal of School Health 2025;46(5):651-656
Objective:
To investigate the nutritional status and influencing factors among Tibetan and Mongolian children and adolescents aged 7-18 years in high-altitude regions, so as to provide evidence for early prevention and control of malnutrition in this population.
Methods:
From May to June 2022, a cluster sampling method was employed to recruit 1 019 Tibetan and Mongolian children and adolescents aged 7-18 years from two primary and secondary schools in Golmud City. Physical examinations, dietary frequency questionnaires, and physical activity assessments were conducted. Nutritional status was classified as obesity, combined overweight/obesity, underweight, or central obesity according to national standards including Screening for Overweight and Obesity among School-age Children and Adolescents, Screening Standard for Malnutrition of School-age Children and Adolescents, Blue Book on Obesity Prevention and Control in China. Chi-square tests, t-test and Logistic regression analyses were performed to identify factors associated with different nutritional statuses.
Results:
The detection rates of obesity, combined overweight/obesity, underweight, and central obesity were 8.0%, 18.1%, 5.2%, and 19.7%, respectively. The height of children and adolescents across all age groups was generally lower than the national standard values. Tibetan participants exhibited significantly lower height-for-age Z-scores (HAZ)(9-10, 13-17 years, Z =2.01, 2.78, 4.16, 3.38, 4.12, 3.63, 3.00) and BMI-for-age Z-scores (BAZ) compared to Mongolian participants ( Z =-2.95, -2.47, -2.31, -2.89, -2.14, -2.17)( P < 0.05 ). Multivariate Logistic regression revealed that Mongolian children and adolescents had higher risks of obesity ( OR =2.20) and combined overweight/obesity ( OR = 2.18 ) ( P <0.05). Additionally, insufficient moderate-to-vigorous physical activity (MVPA) was associated with an increased risk of central obesity ( OR =1.48, P <0.05), compared with children and adolescents who meet the standard of MVPA.
Conclusions
The rates of overweight and obesity among Tibetan and Mongolian children and adolescents in Golmud City are higher, influenced by multiple factors. Nutrition interventions and physical activity strategies tailored to ethnic characteristics should be implemented, with emphasis on promoting MVPA to improve nutritional outcomes in this population.
3.Iodine nutritional status of children aged 8-10 in Wuhan from 2019 to 2023
WANG Shuai, CHEN Fang, YANG Yan, LUO Huatang, LIU Cong, XU Wenxiu
Chinese Journal of School Health 2025;46(6):792-796
Objective:
To explore the iodine nutrition status of children in Wuhan from 2019 to 2023, and to evaluate the effect of iodine deficiency disorders control in focus groups in Wuhan, so as to provide a basis for consolidating elimination of iodine deficiency disorders.
Methods:
A total of 13 000 non boarding primary school students aged 8-10 were selected from 13 districts of Wuhan by stratified random sampling method.Household salt samples were collected to measure salt iodine content, random urine samples were analyzed for urinary iodine concentration. And B ultrasound was used to measure thyroid volume in students. The median of salt iodine, coverage rate of iodized salt, consumption rate of qualified iodized salt, median of urinary iodine, and the goiter rate were calculated. And Mann-Whitney U- test, Kruskal-Wallis H- test and Chi-square test were applied to compare between groups. Chi-square trend test was used to analyze the changing trends of coverage rate of iodized salt, consumption rate of qualified iodized salt and goiter rate among children in Wuhan.
Results:
The median of iodine content of children s household salt was 23.8 (21.7, 26.1) mg/kg, and the coverage rate of iodized salt was 98.7%, and the consumption rate of qualified iodized salt was 94.5 %. The consumption rates of qualified iodized salt showed an overall upward trend from 2019 to 2023 ( χ 2 trend =5.57, P <0.05). The median of urinary iodine of children was 220.1 (136.7, 326.0) μg/L,and boys had higher median of urinary iodine than girls [228.3(143.2, 336.0),210.2(129.1, 315.7) μg/L] ( Z =6.60, P <0.01). The median of urinary iodine of children in suburbs was higher than those in urban areas [236.3 (150.7, 342.2) , 207.1 (124.5, 309.8) μg/L]( Z =11.00, P <0.01). A total of 4 600 children were examined for thyroid volume, and the range of goiter rates were 1.1% to 3.4%, with an average goiter rate of 2.5%, which showed an overall downward trend from 2019 to 2023 ( χ 2 trend =5.11, P <0.05).
Conclusions
The iodine nutrition is sufficient and iodine nutrition status is good among children in Wuhan. It should continue to carry out monitoring and evaluation of children s iodine nutrition, guide the public to supplement iodine scientifically,so as to maintain the appropriate level of iodine for children.
4.Modulation of Ryanodine Receptors on Microglial Ramification, Migration, and Phagocytosis in an Alzheimer's Disease Mouse Model.
Yulin OUYANG ; Zihao CHEN ; Qiang HUANG ; Hai ZHANG ; Haolin SONG ; Xinnian WANG ; Wenxiu DONG ; Yong TANG ; Najeebullah SHAH ; Shimin SHUAI ; Yang ZHAN
Neuroscience Bulletin 2025;41(11):2063-2077
Microglial functions are linked to Ca2+ signaling, with endoplasmic reticulum (ER) calcium stores playing a crucial role. Microglial abnormality is a hallmark of Alzheimer's disease (AD), but how ER Ca2+ receptors regulate microglial functions under physiological and AD conditions remains unclear. We found reduced ryanodine receptor 2 (Ryr2) expression in microglia from an AD mouse model. Modulation of RyR2 using S107, a RyR-Calstabin stabilizer, blunted spontaneous Ca2+ transients in controls and normalized Ca2+ transients in AD mice. S107 enhanced ATP-induced migration and phagocytosis while reducing ramification in control microglia; however, these effects were absent in AD microglia. Our findings indicate that RyR2 stabilization promotes an activation state shift in control microglia, a mechanism impaired in AD. These results highlight the role of ER Ca2+ receptors in both homeostatic and AD microglia, providing insights into microglial Ca2+ malfunctions in AD.
Animals
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Microglia/pathology*
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Alzheimer Disease/pathology*
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Phagocytosis/drug effects*
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Ryanodine Receptor Calcium Release Channel/metabolism*
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Disease Models, Animal
;
Mice
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Cell Movement/drug effects*
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Mice, Transgenic
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Calcium Signaling/physiology*
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Calcium/metabolism*
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Mice, Inbred C57BL
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Male
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Endoplasmic Reticulum/metabolism*
5.Strontium-Alix interaction enhances exosomal miRNA selectively loading in synovial MSCs for temporomandibular joint osteoarthritis treatment.
Wenxiu YUAN ; Jiaqi LIU ; Zhenzhen ZHANG ; Chengxinyue YE ; Xueman ZHOU ; Yating YI ; Yange WU ; Yijun LI ; Qinlanhui ZHANG ; Xin XIONG ; Hengyi XIAO ; Jin LIU ; Jun WANG
International Journal of Oral Science 2025;17(1):6-6
The ambiguity of etiology makes temporomandibular joint osteoarthritis (TMJOA) "difficult-to-treat". Emerging evidence underscores the therapeutic promise of exosomes in osteoarthritis management. Nonetheless, challenges such as low yields and insignificant efficacy of current exosome therapies necessitate significant advances. Addressing lower strontium (Sr) levels in arthritic synovial microenvironment, we studied the effect of Sr element on exosomes and miRNA selectively loading in synovial mesenchymal stem cells (SMSCs). Here, we developed an optimized system that boosts the yield of SMSC-derived exosomes (SMSC-EXOs) and improves their miRNA profiles with an elevated proportion of beneficial miRNAs, while reducing harmful ones by pretreating SMSCs with Sr. Compared to untreated SMSC-EXOs, Sr-pretreated SMSC-derived exosomes (Sr-SMSC-EXOs) demonstrated superior therapeutic efficacy by mitigating chondrocyte ferroptosis and reducing osteoclast-mediated joint pain in TMJOA. Our results illustrate Alix's crucial role in Sr-triggered miRNA loading, identifying miR-143-3p as a key anti-TMJOA exosomal component. Interestingly, this system is specifically oriented towards synovium-derived stem cells. The insight into trace element-driven, site-specific miRNA selectively loading in SMSC-EXOs proposes a promising therapeutic enhancement strategy for TMJOA.
MicroRNAs/metabolism*
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Mesenchymal Stem Cells/drug effects*
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Osteoarthritis/drug therapy*
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Exosomes/drug effects*
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Strontium/pharmacology*
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Synovial Membrane/cytology*
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Humans
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Animals
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Temporomandibular Joint Disorders/therapy*
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Temporomandibular Joint
6.Impact of Hypoxia Microenvironment on Breast Cancer and Intervention Effect of Traditional Chinese Medicine
Xinnan WANG ; Wenxiu HU ; Shuo SUN ; Wenjie ZHANG ; Yi ZHAO ; Youzhi SUN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):232-241
The tumor microenvironment includes blood vessels, lymph, nerves, non-malignant cells, and their metabolites at and near the tumor lesion site, which interact with cancer cells and promote cancer progression. Rapid proliferation of cancer cells increases oxygen consumption, or abnormalities in the structure and function of blood vessels in solid tumors lead to a decrease in oxygen supply, forming a hypoxia microenvironment. The existence of a hypoxia microenvironment is a typical pathophysiological feature of locally advanced solid tumors, widely present in various types of human malignant tumors. Hypoxia microenvironment is a sign of tumor microenvironment and an important and complex system in the breast tumor microenvironment. Its formation and development are closely related to the growth of breast cancer, occupying an important position in the research and treatment of breast cancer. With its advantages of multiple pathways and multiple targets, the effective monomer and compound of traditional Chinese medicine can better regulate the hypoxia microenvironment of breast cancer, inhibit the proliferation, invasion, and metastasis of breast cancer cells in the hypoxia environment, induce apoptosis, reverse their drug resistance, intervene in the metabolic reprogramming of breast cancer cells in the hypoxia environment, and inhibit their angiogenesis, thereby improving the quality of life of patients to a certain extent and prolonging the survival cycle of patients. This paper first summarized and discussed the effects of hypoxia microenvironment on proliferation, invasion, metastasis, drug resistance, immune function, metabolic reprogramming, non-coding RNA, iron death, and autophagy of breast cancer cells, which affected the occurrence and development of breast cancer, and it elaborated the mechanism behind it. Then, the paper elucidated the regulatory effect and mechanism of targeting the hypoxia microenvironment based on the two modes of effective monomer and compound of traditional Chinese medicine, so as to analyze and extract the deficiencies and directions of traditional Chinese medicine in regulating the hypoxia microenvironment and provide a theoretical reference for the effective treatment of breast cancer.
7.The effect of formononetin on the neuron cell damage of oxygen-glucose deprivation/reoxygenation was studied based on the PARP1 signaling pathway
Li YU ; Mei WANG ; Wenxiu WANG ; LiPing CAO ; QianSong HE
Acta Universitatis Medicinalis Anhui 2024;59(2):207-211
Objective To study the effect of formononetin on the cell damage of glucose/oxygen deprivation/reoxy-genation glyconeurons via the PARP1 signaling pathway,and to offer theoretical support for the use of Caragana isoflavones in the treatment of cerebral ischemia-reperfusion injury.Methods In mouse neurons(HT22),a model of Oxygen-glucose deprivation/reoxygenation(OGD/R)was created.Western blot was used to detect the expres-sion of PARP1 and PARG in HT22 neurons at various time points of glucose-oxygen deprivation/reoxygenation,and the optimal time point of pathway modification was chosen.After OGD/R,HT22 cells were treated with form-ononetin,PARP1 inhibitor(PJ34),and PARG inhibitor,and six groups were developed:control group,control group+formononetin group,OGD/R group,OGD/R+formononetin group,OGD/R+PJ34 group,OGD/R+PARG inhibitor group.HT22 cells were grown normally without OGD/R therapy in the control group.The expres-sion levels of apoptotic factors and associated proteins in each group were determined using immunofluorescence and Western blot.Results PARP1 pathway was activated most obviously in HT22 cells after 3 hours of glucose and ox-ygen deprivation/reoxygenation.Under the condition of OGD/R 3 h,treatment with formononetin,PJ34 or PARG inhibitor could increase E3 ubiquitin ligase(Iduna),inhibit the expression of PARP1 and PARG pathway proteins,reduce the expression of AIF and P53,and increase the phosphorylation level of AKT protein.Conclusion Form-ononetin can block the PARP1/AIF/Akt signaling pathway by raising the expression of Iduna protein in the pres-ence of OGD/R,hence decreasing the damage to HT22 mouse neurons.
8.Discussion on syndrome differentiation and treatment of acupuncture-moxibustion encephalopathy based on Shi's Xingnao Kaiqiao theory
Wenxiu QIN ; Junfeng XU ; Ying GAO ; Pingfei WANG ; Ting YANG
International Journal of Traditional Chinese Medicine 2024;46(2):137-141
By exploring the core ideas of the "Xingnao Kaiqiao" theory, analyzing the relationship between the "Xingnao Kaiqiao" theory and the TCM encephalopathy, and exploring the necessity of acupuncture for the treatment of TCM encephalopathy, in order to clarify how to diagnose and treat brain diseases in acupuncture and moxibustion. The "Xingnao Kaiqiao" is the core of the theory of the "Tiaoshen", the acupuncture of "Xingnao Kaiqiao" was based on the principle of "Xingnao","Xingshen" and "Tiaoshen", the idea of the "Tiaoshen" was inseparable from the diagnosis and treatment of the TCM encephalopathy. Based on the special features of acupuncture therapy and complexity and particularity of TCM encephalopathy, acupuncture and moxibustion treatment of encephalopathy was supposed to have their own unique system of syndrome differentiation and treatment. During the practice of acupuncture, the diagnosis and treatment of TCM encephalopathy should be based on "brain", "Xingnao Tiaoshen" as a general rule, adding and subtracting from the main points of the "Xingnao Kaiqiao", and the different brain diseases are matched with appropriate treatments.
9.Preparation of a near-infrared photoresponsive biomimetic nanoprobe and its application in photothermal detection and treatment of breast cancer
Wenlan LI ; Wenyuan WANG ; Wenxiu REN ; Yupei ZHANG ; Xiaoyan YANG ; Zhigang WANG ; Jizhu XIA
Chinese Journal of Tissue Engineering Research 2024;28(5):669-675
BACKGROUND:Photothermal therapy is a novel tumor treatment strategy that uses photothermal agents to transform light energy into heat energy to accomplish non-invasive tumor ablation.The rise of photothermal therapy and nanotechnology has provided a new perspective on breast cancer treatment.OBJECTIVE:To prepare a new type of near-infrared biomimetic nanoprobe that has been modified by breast cancer cell membrane,to investigate the effect of near-infrared fluorescence/ultrasound imaging in vitro,and to observe its targeting ability and photothermal therapy effect on homologous tumor cells in vitro.METHODS:Organic small molecule ITIC-4CI with A-D-A structure was used as photothermal agents;polylactic acid/glycolic acid copolymer as nanocarrier;4T1 cell membrane of mouse breast cancer cells as a surface modifier of nanoparticles;perfluorohexane(PFH)was loaded.A novel near-infrared biomimetic nanoprobe(4T1m/ITIC-4CI/PFH)was prepared by the double emulsion evaporation method and sonication method.The basic characterization of the nanoprobe and the homologous targeting ability were detected.The photothermal properties and photothermal stability of the probe were investigated,and the near-infrared fluorescence/ultrasound imaging effect of the probe under laser irradiation was observed.The CCK-8 assay and calcein/propidium iodide staining were used to assess the efficacy of photothermal therapy.RESULTS AND CONCLUSION:(1)The prepared 4T1m/ITIC-4CI/PFH nanoprobes had uniform size,high stability,and an average particle size of(92.7±2.3)nm.The probe's protein composition was identical to that of the 4T1 cell membrane.The nanoprobe's ability to target homologous 4T1 cells was validated by an in vitro cell uptake assay.(2)The nanoprobe had a red-shift absorption spectrum and tail emission extending to the near-infrared-Ⅱ,which emitted a bright near-infrared-Ⅱ fluorescence signal under laser irradiation.(3)After laser irradiation,the nanoprobe 4T1m/ITIC-4CI/PFH could be turned into microbubbles and enhanced ultrasound imaging.The results of CCK-8 assay and calcein/propidium iodide staining showed that the nanoprobe 4T1m/ITIC-4CI/PFH had an obvious photothermal killing effect on 4T1 cells.(4)The results show that the nanoprobe 4T1m/ITIC-4CI/PFH has the ability to target homologous tumors and enhance near-infrared-Ⅱ fluorescence imaging/ultrasound imaging and photothermal therapy effects.
10.Establishment of primary breast cancer cell line as new model for drug screening and basic research
Xian HAO ; Jianjun HUANG ; Wenxiu YANG ; Jinting LIU ; Junhong ZHANG ; Yubei LUO ; Qing LI ; Dahong WANG ; Yuwei GAO ; Fuyun TAN ; Li BO ; Yu ZHENG ; Rong WANG ; Jianglong FENG ; Jing LI ; Chunhua ZHAO ; Xiaowei DOU
China Oncology 2024;34(6):561-570
Background and purpose:In 2016 the National Cancer Institute(NCI)decided stopping to use NCI-60 cell lines for drug screening,suggesting that tumor cell lines were losing their value as a tool for drug discovery and basic research.The reason for NCI-60 cells'retirement'was that the preclinical studies based on traditional cellular and animal models did not obtain the corresponding expected efficacy in clinical trials.Since the major cancer behaviors,such as proliferation and metastasis,are fundamentally altered with long-term culture,the tumor cell lines are not representative of the characteristics of cancer in patients.Currently,scientists hope to create a new cancer model that are derived from fresh patient samples and tagged with details about their clinical past.Our purpose was to create patient-derived breast cancer primary cell lines as new cancer model for drug screening and basic research.Methods:Breast cancer tissues were collected in the Department of Breast Surgery,Affiliated Hospital of Guizhou Medical University.The collection of tumor tissue samples was approved by the Ethics Committee of the Affiliated Hospital of Guizhou Medical University(approval number:2022 ethics No.313),and the collection and use of tumor tissues complied with the Declaration of Helsinki.The primary breast cancer cell lines were isolated from the patient's breast cancer tissues and cultured in BCMI medium.After the cells proliferated,the media were replaced with DEME medium.Cell line STR genotyping was done to determine cell-specific genetic markers and identification.Clone formation assay and transplantation assay were done to analyze the ability of breast cancer primary cell lines to form tumors.Results:We created 6 primary breast cancer cell lines.The 6 primary breast cancer cell lines from the patients were tagged with the definitively clinicopathological features,clinical diagnosis,therapeutic regimens,clinical effectiveness and prognostic outcomes.The STR genotyping assays identified the genetic markers and determined the identities of the 6 primary breast cancer cell lines.Clone formation assays and transplantation assay showed that the proliferative capacities of the patient-derived primary breast cancer cell lines were significantly greater compared with the conventional breast cancer cell lines.Conclusion:We created a panel of 6 patient-derived primary breast cancer cell lines as new cancer model for drug screening and basic research in breast cancer.


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