1.Clinical doctor-patient shared decision-making: the “collision” between Western theories and Chinese culture
Mengnan LI ; Yuanyuan YAN ; Guang FU ; Xi CHEN ; Wenjuan MO
Chinese Medical Ethics 2026;39(1):100-104
This paper reviewed the development history of doctor-patient shared decision-making (SDM) at home and abroad, emphasizing the importance of cross-cultural analysis in constructing a Chinese doctor-patient SDM model. It also delved into the relationship between Western “individualistic” sociocultural values and doctor-patient SDM, as well as the influence of China’s “collectivist” sociocultural values on doctor-patient SDM, revealing significant disparities in doctor-patient SDM models under distinct sociocultural contexts. Although the doctor-patient SDM theory in China originated from the West, this theory requires profound “collision” and adaptation with local Chinese culture to form a localized theory suited to China’s national conditions. Through cross-cultural adaptation and integrating China’s familism tradition and medical ethics concepts, the future construction of the doctor-patient SDM model in China should emphasize family members’ involvement and seek cultural balance to facilitate its widespread application in clinical practice.
2.Construction and validation of prediction models for delayed encephalopathy after acute carbon monoxide poisoning based on machine learning
Yanwu YU ; Yan ZHANG ; Ding YUAN ; Huihui HAO ; Fang YANG ; Hongyi YAN ; Pin JIANG ; Mengnan GUO ; Zhigao XU ; Changhua SUN ; Gaiqin YAN ; Lu CHE ; Jianjun GUO ; Jihong CHEN ; Yan LI ; Yanxia GAO
Chinese Journal of Emergency Medicine 2025;34(10):1403-1409
Objective:s To investigate the risk factors for delayed encephalopathy after acute carbon monoxide poisoning (DEACMP) in patients with acute carbon monoxide poisoning (ACOP) and to develop predictive models based on machine learning algorithms.Methods:Patients with ACOP hospitalized at the First Affiliated Hospital of Zhengzhou University from August 2019 to October 2024 were included, with the occurrence of DEACMP as the outcome measure. The dataset was randomly divided into training and validation sets at a ratio of 7:3. Lasso regression was used to select features influencing the outcome in training sets. Nine machine learning models—including Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Support Vector Machine (SVM)—were constructed. Receiver operating characteristic (ROC) curves were plotted and the area under the curve (AUC) calculated for each model. Calibration curves were used to assess accuracy, and decision curve analysis (DCA) was applied to evaluate clinical utility. The SHapley Additive exPlanations (SHAP) method was employed to visualize and interpret the best-performing model.Results:A total of 264 ACOP patients were included, of whom 54 (20.5%) developed DEACMP. Lasso regression identified eight key feature variables. Based on these factors, predictive models were constructed, showing good AUC stability across the nine machine learning models in both training (0.92–0.99) and validation sets (0.85–0.91). The RF model performed best, with an AUC of 0.99 in the training set and 0.90 in the validation set; its calibration curve and DCA curve also demonstrated excellent performance. SHAP analysis of the RF model revealed the importance ranking of factors from highest to lowest as follows: Glasgow Coma Scale (GCS) score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, diastolic blood pressure (DBP), and drinking history.Conclusions:The RF model exhibited the highest predictive performance for DEACMP occurrence in ACOP patients. The influencing factors, ranked in order of importance from highest to lowest, are as follows: GCS score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, DBP, and drinking history.
3.Study on mechanism of berberine inhibiting tumor stem cells proliferation and its in vivo safety evaluation
Jinjin XIE ; Yan CHEN ; Xin DU ; Yuke LI ; Mengnan ZHAO ; Sanjun SHI
China Pharmacy 2024;35(12):1443-1450
OBJECTIVE To investigate the in vitro inhibitory mechanism of berberine on the proliferation of tumor stem cells and evaluate its in vivo safety. METHODS Flow cytometry was used to select tumor stem cells from mouse skin melanoma B16F10 cells; CD44, CD133, Nanog homologous box protein (NANOG) and octamer-binding transcription factor 4 (OCT4) were used as indicators to characterize tumor stem cells. Tumor stem cells were divided into control group, all-trans retinoic acid (ATRA) group, and berberine group, and the CCK-8 method was used to detect the effects of berberine on the viability of tumor stem cells; flow cytometry was adopted to detect cell apoptotic rate, the proportion of CD44+/CD133+ and the positive cell rate of sex determining region Y box protein 2 (SOX2); the morphological changes of tumor balls were recorded after treatment with berberine; the morphology of cell pyroptosis in each group was recorded, and the release rate of lactate dehydrogenase (LDH) was detected; Western blot assay was adopted to detect the expressions of pyroptosis-related protein gasdermin E (GSDME), GSDME- N, caspase-3 and cleaved caspase-3. Preliminary evaluation of in vivo safety of berberine was conducted by using zebrafish embryo toxicity experiments. RESULTS Compared with B16F10 cells, the proportion of CD44+/CD133+ cells in tumor stem cells and the fluorescence intensity of NANOG and OCT4 were significantly increased (P<0.000 1). The half-inhibitory concentration of berberine to tumor stem cells was 50.98 μmol/L. Compared with the control group, the apoptotic rate of cells in the berberine group was significantly increased, while the proportion of CD44+/CD133+ cells and the rate of SOX2 positive cells were reduced significantly (P<0.000 1); tumor stem cell spheroids were atrophied, with partial cell death. After treatment with berberine, tumor stem cells exhibited swelling in their outermost layer, the release rate of LDH of cells was significantly increased and the release rate of LDH increased with increasing dose; the protein expressions of GSDME-N and cleaved-caspase-3 of cells in berberine 20, 40 μmol/L groups were significantly increased, and the protein expressions of GSDME and caspase-3 were significantly reduced (except for berberine 20 μmol/L group, P<0.05). The embryonic development of zebrafish treated with berberine was almost unaffected, and the survival rate of embryo reached 100%, with no obvious abnormalities observed. CONCLUSIONS Berberine has good activity against the proliferation of tumor stem cells, and its mechanism of action may be related to activating GSDME and promoting cell pyroptosis; berberine has good in vivo safety.
4.Consistency and Repeatability of Cerebral Blood Flow by Automatic Segmentation of Region of Interest and 3D-pCASL Fusion in Hippocampal Subregions
Ting GUO ; Mengnan YAN ; Jinqin LI ; Zhenhua WANG ; Jian LI ; Bing CHEN
Chinese Journal of Medical Imaging 2024;32(1):94-99,104
Purpose To evaluate the consistency and repeatability of cerebral blood flow(CBF)values measured by automatic segmentation of region of interest(ROI)and arterial spin labeling(ASL)functional image fusion in hippocampal sclerosis patients with medial temporal lobe epilepsy.Materials and Methods From January 2021 to October 2022,a total of 52 patients with medial temporal lobe epilepsy confirmed by MRI or pathology in General Hospital of Ningxia Medical University were retrospectively collected.All subjects were scanned on 3.0T MRI to obtain axial T1 weighted three-dimensional magnetization reserve gradient echo(3D-T1W1-MPGAGE)sequence and three-dimensional pseudo continuous ASL sequence.The 3D-T1W1-MPGAGE imaging were automatically segmented.Two physicians used the freeview visualization interface of freeSurfer software to fuse the ROI and ASL functional images of the hippocampal subregions and to measure the CBF values.The intra-observer and inter-observer consistency and repeatability were evaluated and analyzed.The consistency analysis and repeatability evaluation were performed via intraclass correlation coefficient(ICC),Bland-Altman diagram and Wilcoxon rank sum test.Results The ICC of CBF values measured by two physicians were all>0.750,with an average of 0.868±0.095.The ICC of left and right hippocampal subregions were as follows:subiculum(SUB):0.818/0.801,cornu ammonis(CA)1:0.920/0.907,CA2-3:0.759/0.978,CA4:0.757/0.758 and dentate gyrus(DG):0.990/0.991;The ICC delineated by the same physician's ROI were all>0.990 with an average of 0.994±0.002.The ICC of left and right hippocampal subregions were as follows:SUB:0.993/0.993,CA1:0.996/0.995,CA2-3:0.989/0.994,CA4:0.992/0.995 and DG:0.993/0.996.The Bland-Altman diagram showed the scatter distribution and consistency,and the coefficient of repeatability was obtained.The same observer had certain repeatability for the fusion measurement of automatic segmentation ROI and ASL functional images.Conclusion The CBF values measured by fusing ROI and ASL functional images of automatically segmented hippocampal subregion have higher consistency and repeatability.
5.Automatic segmentation technique combined with neurite orientation dispersion and density imaging for observing volume and microstructure changes of hippocampal subregion in patients with hippocampal sclerosis medial temporal lobe epilepsy
Wenrui YANG ; Xucong WANG ; Jian LI ; Mengnan YAN ; Jinqin LI ; Yanling ZHANG ; Bing CHEN
Chinese Journal of Medical Imaging Technology 2024;40(6):838-842
Objective To explore the value of automatic segmentation technique combined with neurite dispersion and density imaging(NODDI)for displaying volume and microstructure changes of hippocampal subregion in patients with hippocampal sclerosis medial temporal lobe epilepsy(mTLE-HS).Methods MRI data of 33 patients with left mTLE-HS(mTLE-HS group)and 35 healthy adults(control group)were retrospectively analyzed.The hippocampal subregions were automatically segmented using FreeSurfer software,the volume of cornu Ammonis(CA)1,CA2-3,CA4,granulose cell-dentate gyrus(GC-DG)and subiculum were measured,then the NODDI parameters of each subregion were obtained through post-processing.The intra-and inter-groups hippocampal subregion volumes and NODDI parameters were compared,and the correlations of parameters being significantly different with the onset age and disease courses were analyzed.Results The volume of hippocampal subregions in mTLE-HS group were all lower than those in control group(all P<0.05).In mTLE-HS group,the neurite density index(NDI)of left CA1 and CA4 subregions were both lower,while the free-water isotropic volume fraction(fiso)of the left CA1 subregion was higher than those of the right side(all P<0.05).The orientation dispersion index(ODI)of left CA1,CA2-3 and CA4 subregions,as well as NDI of left CA1,CA4 and GC-DG subregions in mTLE-HS group were all lower than those in control group(all P<0.05),while fiso of left CA1,GC-DG and subiculum subregions in mTLE-HS group were all higher than those in control group(all P<0.05).The volume of left hippocampal subregions in patients with mTLE-HS were all moderately positively correlated with the onset age(r=0.540-0.667,all P<0.001)but weakly negatively correlated with disease courses(r=-0.492--0.386,all P<0.05).NDI of left CA4 and GC-DG subregions in patients with mTLE-HS were both weakly negatively correlated with disease courses(r=-0.418,-0.388,both P<0.05).Conclusion Automatic segmentation technique combined with NODDI could be used to display the volume and microstructure changes of mTLE-HS.NDI might be a biomarker of mTLE-HS being sensitive to progressive neuronal damage.
6.Changes of Cerebral Cortex Thickness in Temporal Lobe Epilepsy by Using Automatic Segmentation Technique via Freesurfer
Yanling ZHANG ; Jian LI ; Mengnan YAN ; Jinqin LI ; Bo TIAN ; Bing CHEN
Chinese Journal of Medical Imaging 2024;32(9):884-890
Purpose To investigate the changes of cerebral cortex thickness in adult temporal lobe epilepsy(TLE)assessed by Freesurfer automatic segmentation technique.Materials and Methods Eighty-four TLE confirmed by clinical manifestations and electroencephalography from January 2021 to September 2023 in General Hospital of Ningxia Medical University were retrospectively collected,including 32 patients with MRI nonlesional TLE,30 patients with left hippocampal sclerosis,and 22 patients with right hippocampal sclerosis.Fifty volunteers were recruited as the control group.All the ascending axial T1WI three-dimensional magnetization pre-gradient echo scans were performed.Freesurfer software was used to segment the cerebral cortex of T1W images,the cortical thickness values of different types of TLE patients were analyzed and compared.Results Compared with the control group,the cortical thickness of 14 regions in MRI-negative TLE group decreased,mainly located in bilateral frontal lobe and right parietal lobe,and the difference was statistically significant(P<0.05);cortical thickness decreased in 34 regions in the left hippocampal sclerosis group,mainly located in the bilateral frontal,temporal and parietal lobes,the difference was statistically significant(P<0.05);the cortical thickness of 27 regions in the right hippocampal sclerosis group decreased,mainly located in the bilateral frontal,parietal lobe and right temporal lobe,and the difference was statistically significant(P<0.05).Conclusion The automatic segmentation technique can evaluate the thickness changes of different cortical regions in the brain of patients with different types of TLE,which is helpful to further understand the development of TLE and provide value for better treatment or preoperative evaluation.
7.High expression of CREM is associated with poor prognosis in gastric cancer patients
Mengnan YE ; Hongmei WU ; Yan MEI ; Qingling ZHANG
Journal of Southern Medical University 2024;44(9):1776-1782
Objective To analyze the expression of CREM in gastric cancer(GC)and its correlation with prognosis of the patients.Methods TCGA and GEO databases were used to analyze the expression levels of CREM mRNA in GC and adjacent tissues.Immunohistochemistry was used to examine the expression of CREM protein in 43 pairs of GC and adjacent tissues,and the correlation of CREM expression with clinicopathological features of the patients was analyzed.Kaplan-Meier survival analysis was used to explore the relationship between CREM expression and survival of GC patients.LinkedOmics database was used to annotate the GO function and KEGG pathway enrichment of CREM-related genes.Results Database analysis showed that CREM was highly expressed in GC tissues(P<0.05)and positively correlated with poor prognosis in GC patients(P=0.01).Immunohistochemistry results showed significantly higher CREM expression in GC tissues than in paired adjacent tissues(P<0.0001),and its expression level was correlated with T-stage and N-stage of the tumor(P<0.05).The overall survival of GC patients with high expression of CREM was shorter(RR=4.02,P=0.0046).Gene enrichment analysis showed that high CREM expression promotes occurrence and progression of GC very likely through the cell adhesion signaling pathway.Conclusion CREM is highly expressed in GC,and its high expression is associated with a poor prognosis of GC patients,suggesting the potential of CREM to serve as a prognostic indicator for GC.
8.High expression of CREM is associated with poor prognosis in gastric cancer patients
Mengnan YE ; Hongmei WU ; Yan MEI ; Qingling ZHANG
Journal of Southern Medical University 2024;44(9):1776-1782
Objective To analyze the expression of CREM in gastric cancer(GC)and its correlation with prognosis of the patients.Methods TCGA and GEO databases were used to analyze the expression levels of CREM mRNA in GC and adjacent tissues.Immunohistochemistry was used to examine the expression of CREM protein in 43 pairs of GC and adjacent tissues,and the correlation of CREM expression with clinicopathological features of the patients was analyzed.Kaplan-Meier survival analysis was used to explore the relationship between CREM expression and survival of GC patients.LinkedOmics database was used to annotate the GO function and KEGG pathway enrichment of CREM-related genes.Results Database analysis showed that CREM was highly expressed in GC tissues(P<0.05)and positively correlated with poor prognosis in GC patients(P=0.01).Immunohistochemistry results showed significantly higher CREM expression in GC tissues than in paired adjacent tissues(P<0.0001),and its expression level was correlated with T-stage and N-stage of the tumor(P<0.05).The overall survival of GC patients with high expression of CREM was shorter(RR=4.02,P=0.0046).Gene enrichment analysis showed that high CREM expression promotes occurrence and progression of GC very likely through the cell adhesion signaling pathway.Conclusion CREM is highly expressed in GC,and its high expression is associated with a poor prognosis of GC patients,suggesting the potential of CREM to serve as a prognostic indicator for GC.
9.Study of hippocampal subregion in patients with temporal lobe epilepsy by neurite orientation dispersion and density imaging
Wenrui YANG ; Xucong WANG ; Jian LI ; Mengnan YAN ; Jinqin LI ; Yanling ZHANG ; Bing CHEN
Journal of Practical Radiology 2024;40(9):1403-1407
Objective To explore the hippocampal(HC)microstructural changes in patients with unilateral temporal lobe epilepsy(TLE)by neurite orientation dispersion and density imaging(NODDI).Methods The NODDI indexes of the whole HC and HC subregions of temporal lobe epilepsy with hippocampal sclerosis(TLE-HS)patients,non-HS patients and healthy controls(control group)were calculated.The differences of NODDI indexes among and within the three groups were compared,and the correlation between the difference indexes and the clinical characteristics of the patients was analyzed.Results A total of 47 patients with TLE(27 cases of TLE-HS,20 cases of non-HS)and 22 cases of healthy controls were enrolled.In the TLE-HS group,the free-water isotropic vol-ume fraction(fiso)values of the HC and granular cell layer of dentate gyrus(GC-DG)subregions of the affected side were signifi-cantly higher than those of the contralateral side;the orientation dispersion index(ODI)values of the CA1 and CA4 subregions were significantly lower than those of the contralateral side;and the neurite density index(NDI)values of the HC,CA1,CA2-3,CA4 and GC-DG subregions of the affected side decreased significantly.There was no significant difference between the affected side and the contralateral side in the non-HS group.The fiso values of the HC and GC-DG subregions of the affected side in the TLE-HS group were significantly higher than those in the control group,the ODI values of the HC CA1 subregions of the affected side in the TLE-HS group were significantly lower than those in the control group and the non-HS group,the NDI values of the HC and subiculum(Sub),CA1,CA4 and GC-DG subregions of the affected side in the TLE-HS group were significantly lower than those in the con-trol group,and the NDI values of the HC and CA1,CA4 and GC-DG subregions of the affected side in the non-HS group were significantly lower than those in the control group.In the TLE-HS group,the NDI value of the HC CA4 subregion of the affected side was negatively correlated with the disease course,but there was no clear correlation between other subregion variables and disease course,onset frequency and duration of single onset.Conclusion NODDI technique has the ability to detect the microstructural changes of HC in patients with TLE,among which NDI is more likely to highlight neuronal damage and fiber reorganization in patients with TLE.
10.The norm of the Physical Activity afterschool Questionnaire for Preschooler (P-PAQ) in urban areas of China
Chinese Journal of School Health 2023;44(9):1328-1332
Objective:
To establish the norm of the Physical Activity afterschool Questionnaire for Preschooler(P-PAQ) in urban areas of China, so as to provide a basis for graded guidance from the family perspective and to improve children s physical activity levels.
Methods:
From October 2020 to January 2021, 6 267 children aged 3-6 years old were recruited from 40 kindergartens in eight cities across six major administrative regions by stratified cluster sampling, and the P-PAQ initially developed by the researchers of this study were completed by the primary caregivers. The questionnaire was administered to collect data relating to the amount of physical activity undertaken by the preschoolers, and the norm was determined by quartiles. Data relating to parental concepts of sports and parental behavior were assessed by calculating mean scores in order to establish the norm.
Results:
Among preschoolers in urban areas, the M(P 25 ,P 75 ) of total physical activity time (min/day), moderate-to-vigorous physical activity time (min/day), outdoor time (min/day) and screen time (min/day) on school days outside kindergarten and on weekends were 84 (54,120), 22 (8,40), 12 (0,24) and 18 (6,30), and 170 (115,240), 60 (30,95), 90 (35,120) and 30 (20,60), respectively. When the score of parents sports concept and behavior (total score of 40) were≥34, 29-<34, 24-<29, <24, it was defined as four levels about above medium, medium, lower medium and lower, respectively. And for two dimensions,when the score of parental sports concept were ≥19, 17-<19, 15-<17, <15,and the score of parental behaviors were ≥16, 12-<16, 8-<12, <8, it was defined as four levels about upper medium, medium, lower medium and lower, respectively.
Conclusion
The norm of extracurricular activities among preschool children in Chinese cities has good representativeness and appropriate threshold values, which could provide a valuable reference for early assessment, as well as guidance in relation to out-of-school physical activity behaviors among children aged 3-6 years old.


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