1.The Current Issues and Thoughts on the Empowerment of Famous Doctors' Experience Inheritance by Artificial Intelligence
Xiaochen JIANG ; Fudong LIU ; Chuanlong ZHANG ; Yi LI ; Qian SHEN ; Bo PANG
Journal of Traditional Chinese Medicine 2026;67(7):710-715
In the context of the modernization of traditional Chinese medicine (TCM), the inheritance of the experiences of famous doctors faces significant challenges due to its complex nonlinear characteristics and dynamic evolution. There are still issues in the current inheritance system, such as the homogenization of talent cultivation models, lack of standardized mentoring practices, and monotonous evaluation method, which hinder the systematic inheritance and innovative development of famous doctors' experiences. Based on a systematic review of the current state of artificial intelligence (AI)-assisted inheritance of famous doctors' experiences, this study explores innovative pathways for deep integration of modern information technologies with famous doctors' experiences from key dimensions, including data authenticity assurance, interdisciplinary collaboration mechanisms, and the establishment of dynamic inheritance standards. It proposes a paradigm shift in the inheritance of TCM famous doctors' experiences in the AI era, aiming to build a new TCM inheritance system of "digital intelligence empowerment and cross-disciplinary innovation", providing theoretical support and practical pathways for the inheritance of famous doctors' experiences in TCM.
2.Role of paternal involvement in parenting in the association between parental adverse childhood experiences and autism like behavioral problems in children aged 3-6
ZHANG Anhui, XU Yuxiang, CUI Xiaochen, HE Haiyan, LI Ruoyu, WAN Yuhui
Chinese Journal of School Health 2026;47(6):841-845
Objective:
To explore the regulatory role of paternal involvement in parenting in the association between parental adverse childhood experiences (ACEs) and autism like behavioral problems in children aged 3-6, so as to provide a basis for intervention strategies targeting the intergenerational health effects of ACEs.
Methods:
A longitudinal study design was used to select 1 780 children aged 3-6 from 12 kindergartens in Wuhu City, Anhui Province in June 2021 as the subjects of the baseline survey by convenient sampling, and the follow up surveys were conducted once every six months, for a total of two follow ups. Pearson correlation analysis was used to examine the association of parental ACEs and paternal involvement in parenting with autism like behavioral problems in children. A binary Logistic regression model was used to explore the association between parental ACEs and autism like behavioral problems in children. Based on stratification, the potential role of paternal involvement in the association between parental ACEs and autism like behavioral problems in children aged 3-6 was explored.
Results:
Autism like behavioral problem score in children aged 3-6 was positively correlated with the total score ACEs of parents as well as scores of emotional abuse, physical abuse, sexual abuse, emotional neglect, physical neglect, community violence, peer bullying, and family dysfunction( r =0.18,0.16,0.18,0.14,0.06,0.05,0.12,0.18,0.09,all P <0.05). Autism like behavioral problem score in children was negatively correlated with score of paternal involvement in parenting( r =-0.16, P <0.01). After adjusting for covariates such as gender, age, and birth weight of children, binary Logistic regression analysis showed that children whose parents had experiences of childhood emotional abuse, physical abuse, sexual abuse, community violence, peer bullying, or family dysfunction had higher risks of developing autism like behavioral problems than those in the non exposed group ( OR =3.29, 3.28, 6.71, 2.34, 4.08, 2.02, all P <0.01). In the group with low paternal involvement in parenting, all dimensions of parental ACEs(emotional abuse, physical abuse, sexual abuse, community violence, peer bullying, and family dysfunction) were significantly associated with an increased risk of autism like behavioral problems in children ( OR =1.84-8.34, all P <0.05). In contrast, in the group with high paternal involvement in parenting, no statistically significant associations were found between any dimension of parental ACEs and children s autism like behavioral problems ( OR =0.57-1.82, all P >0.05).
Conclusion
A high level of paternal involvement in parenting can reduce the adverse effects of parental ACEs on the occurrence of autism like behaviors in preschool children.
3.Comparison of Patient Satisfaction Between Gynecological Teaching Outpatient Clinics and General Clinics and Analysis of Influencing Factors
Xiaochen SONG ; Huiying HU ; Qian ZHOU ; Jie YIN ; Shuo LIANG ; Xiaochuan LI ; Rong CHEN ; Lan ZHU
Medical Journal of Peking Union Medical College Hospital 2026;17(5):1390-1396
To evaluate patient satisfaction levels in a gynecological teaching clinic and to explore its associated influencing factors, so as to provide evidence for optimizing the operational model of teaching clinics. This was a single-center retrospective cross-sectional survey. Patients who attended the gynecological teaching clinic(teaching clinic group) and the general outpatient clinic(general clinic group) at Peking Union Medical College Hospital from May 2023 to July 2025 were enrolled. Satisfaction wasassessed using the Chinese version of the Patient Satisfaction Questionnaire-18, with the 5-level ordinal overall satisfaction as the primary outcome. Ordinal logistic regression was employed to identify independent influencing factors of satisfaction. A total of 1146 patients(578 in the teaching clinic group and 568 in the general clinic group) were enrolled, among whom 985 completed the questionnaire follow-up(496 in the teaching clinic group and 489 in the general clinic group), yielding a response rate of 85.95%. The 5-level ordinal overall satisfaction was higher in the teaching clinic group than in the general clinic group( Patient satisfaction in the gynecological teaching clinic is relatively high, with notable strength in doctor-patient communication; however, there remains room for improvement in technical service quality and humanistic care. Adequate consultation duration and the teaching clinic model are associated with higher patient satisfaction.
4.Association of mother-child relationship with sleep quality and executive function among preschool children
CUI Xiaochen*, HE Haiyan, ZHU Min, LI Ruoyu, WU Jun, WAN Yuhui
Chinese Journal of School Health 2025;46(8):1166-1169
Objective:
To investigate the mediating role of children s sleep quality in the association between mother-child relationship and the executive function of preschool children, providing a reference for promoting the development of the executive function of preschool children.
Methods:
A stratified cluster sampling method was used to select 842 preschoolers from 12 kindergartens in Wuhu City, Anhui Province in December 2021 as the subjects of the first follow up study with follow up every six months thereafter. Finally, 746 children were included in the study after 3 follow up. Spearman correlation analysis was used to explore the associations among mother-child relationship, sleep quality and executive function in preschool children. Bootstrap program and PROCESS software were applied to test the mediating effect of sleep quality in the association between mother-child relationship and the executive function of preschool children.
Results:
Conflictual mother-child relationship was positively correlated with the total score of executive function, as well as scores of inhibitory, shifting, emotional control, working memory, and organizational planning ( r=0.40, 0.37, 0.36, 0.41, 0.38 , 0.34, all P <0.05). Dependent mother-child relationship was positively correlated with the total score of executive function, as well as scores of inhibitory, shifting, emotional control, working memory , and organizational planning ( r=0.23, 0.20, 0.21, 0.22 , 0.22, 0.19, all P <0.05). Sleep quality was positively correlated with the total executive function score ( r=0.27, P <0.01). After adjusting for confounding factors, sleep quality played a partial mediating role in the associations between dependent and conflictual mother-child relationships and executive function, the mediating effects were 19.40% and 11.22% respectively.
Conclusions
Sleep quality plays a mediating role in the association between mother-child relationship and the executive function of preschool children. Improving sleep quality in the early stage can promote the executive function of preschool children.
5.Functional dyspepsia of liver-stomach disharmony treated with acupoint application of Chinese herbal medicine and wax therapy: a randomized controlled trial.
Xiaochen YANG ; Lanping LIU ; Yirun LI ; Ling FENG ; Tao YANG ; Yinqiu GAO
Chinese Acupuncture & Moxibustion 2025;45(6):728-734
OBJECTIVE:
To investigate the clinical effect on functional dyspepsia differentiated as liver-stomach disharmony treated with acupoint application of Chinese herbal medicine and wax therapy on the basis of Professor TIAN Conghuo's theory, "regulating qi movement".
METHODS:
A total of 120 patients with functional dyspepsia of liver-stomach disharmony were randomly assigned to a combined therapy group (30 cases, 1 case dropped out), an acupoint application group (30 cases, 1 case dropped out), a wax therapy group (30 cases, 1 case dropped out) and a basic therapy group (30 cases, 2 cases dropped out). In the basic therapy group, omeprazole magnesium enteric-coated tablets were administered orally, 20 mg each time, once daily. Besides the treatment as the basic therapy group, the Chinese herbal acupoint application was used at Zhongwan (CV12) and Shenque (CV8) in the acupoint application group, and remained for 4 h in each intervention; and in the wax therapy group, wax therapy was delivered at the sites of Zhongwan (CV12) and Shenque (CV8) of the abdominal region and remained for 20 min in each intervention; and in the combined therapy group, the acupoint application was combined with wax therapy, administered once every other day or every two days, 3 times weekly. The duration of treatment was 4 weeks in the four groups. Before and after treatment, the score of main symptoms, the score of 36-item short-form health survey (SF-36) and the score of liver-stomach disharmony pattern were observed; and the clinical effect was evaluated in the four groups.
RESULTS:
After treatment, regarding main symptoms and liver-stomach disharmony pattern, the score of every item was lower than that before treatment in the 4 groups (P<0.01). The score for each dimension in SF-36 was higher than that before treatment in the combined therapy group and the acupoint application group (P<0.01, P<0.05). In the wax therapy group, the scores for physiological activities, bodily pain, general health, vitality, social activities and mental health in SF-36 were higher than those before treatment (P<0.01, P<0.05). In the basic therapy group, the scores for physiological performance, bodily pain, general health and mental health in SF-36 were higher than those before treatment (P<0.05, P<0.01). After treatment, in the combined therapy group, the score for gastric distension and discomforts was lower than those of the basic therapy group and the wax therapy group (P<0.01), and the scores for gastric fullness in the morning, pain in the upper abdominal region and burning sensation in the upper abdominal region, as well as the score for liver-stomach disharmony pattern were lower than those in the rest 3 groups (P<0.01, P<0.05). In the combined therapy group, the scores for physiological activities, physiological performance, and bodily pain were higher than those of the basic therapy group (P<0.01, P<0.05), the scores for physiological activities and bodily pain were higher when compared with those in the acupoint application group (P<0.01, P<0.05) and the scores for physiological activities and vitality were higher when compared with those in the wax therapy group (P<0.05). After treatment, the score for each item of main symptoms, the score for liver-stomach disharmony pattern in the acupoint application group, and the score for liver-stomach disharmony pattern in the wax therapy group were all lower in comparison with those in the basic therapy group (P<0.01, P<0.05). The total effective rates was 93.3% (28/30), 73.3% (22/30), 66.7% (20/30) and 50.0% (15/30) in the combined therapy group, the acupoint application group, the wax therapy group and the basic therapy group, respectively; and the total effective rate in the combined therapy group was superior to the other 3 groups (P<0.01); the total effective rates in the acupoint application group and the wax therapy group were higher than that in the basic therapy group (P<0.01).
CONCLUSION
The combination of acupoint application with Chinese herbal medicine and wax therapy, based on Professor TIAN Conghuo's theory of "regulating qi movement", can effectively treat functional dyspepsia, alleviate main symptoms and improve the quality of life in the patients.
Humans
;
Acupuncture Points
;
Dyspepsia/therapy*
;
Male
;
Drugs, Chinese Herbal/therapeutic use*
;
Female
;
Adult
;
Middle Aged
;
Liver/drug effects*
;
Combined Modality Therapy
;
Stomach/drug effects*
;
Young Adult
;
Aged
;
Waxes
6.Endovascular therapy for early neurological deterioration in patients with minor stroke due to anterior circulation large vessel occlusion: comparison with medical treatment
Zhonglun CHEN ; Zhaokun LI ; Mingjun PU ; Shanshan ZHANG ; Xianwen ZHANG ; Xiaochen GONG ; Yufeng TANG
International Journal of Cerebrovascular Diseases 2025;33(7):508-514
Objective:To investigate the efficacy and safety of endovascular therapy (EVT) for early neurological deterioration (END) in patients with minor stroke due to acute anterior circulation large vessel occlusion.Methods:Consecutive patients with mild stroke due to acute anterior circulation large vessel occlusion admitted to Mianyang Central Hospital from October 2015 to October 2023 were included retrospectively. Minor stroke was defined as a baseline National Institutes of Health Stroke Scale (NIHSS) score <6. END was defined as an increase of ≥4 in NIHSS score compared to baseline within 12 hours of onset. According to whether EVT was performed or not, they were divided into EVT group and standard medical treatment (SMT) group. At 90 days after onset, the modified Rankin Scale was used to evaluate the outcome. 0-1 was defined as excellent outcome (primary outcome measure) and 0-2 was defined as good outcome (secondary outcome measure). The safety endpoints included symptomatic intracranial hemorrhage (sICH) within 72 hours after EVT and all-cause mortality within 90 days. Multivariate logistic regression analysis was used to determine the correlation between EVT and clinical outcome. Results:A total of 164 patients with minor stroke due to acute anterior circulation large vessel occlusion were included. Eighty-four patients (51.2%) developed END, of which 52 (61.9%) underwent EVT and 32 (38.1%) received SMT; 60 patients (71.4%) had excellent outcome, and 64 (76.2%) had good outcome. There was no significant difference in demographic and baseline clinical data between the EVT group and the SMT group. The excellent outcome rate of the EVT group at 90 days after onset showed a trend higher than that of SMT group (78.8% vs. 59.4%; χ2=3.680, P=0.055), but there was no significant difference in the good outcome rate and safety endpoints between the two groups. Multivariate logistic regression analysis showed that after adjusting for confounding factors, EVT was significantly and independently associated with excellent outcome at 90 days (odds ratio 4.955, 95% confidence interval 1.331-22.284; P=0.024). Conclusion:For patients with minor stroke due to anterior circulation large vessel occlusion who experience END, EVT may improve their functional outcome without increasing the risk of sICH and mortality.
7.Study on the Correlation Between Insulin Resistance Markers,Inflammatory Indicators,and Traditional Chinese Medicine Syndromes in Diabetic Kidney Disease Complicated by Carotid Atherosclerosis
Xiaochen LIN ; Qi ZHANG ; Xuefeng LI ; Zhili CUI
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(9):2097-2104
Objective To investigate the correlation between insulin resistance markers[triglyceride-glucose(TyG)index],inflammatory indicators[neutrophil-to-lymphocyte ratio(NLR),C-reactive protein(CRP)],and traditional Chinese medicine(TCM)syndromes in patients with diabetic kidney disease(DKD)complicated by carotid atherosclerosis(CAS).Methods This retrospective study enrolled 300 DKD patients with CAS(case group)and 30 DKD patients without CAS(control group).Differences in TyG index,NLR,and CRP levels were compared between groups.The relationships between these markers and carotid intima-media thickness(IMT)/plaque area were analyzed,along with their variations across TCM syndromes.Logistic regression and receiver operating characteristic(ROC)curve analyses were performed to evaluate the predictive value of TyG index,NLR,and CRP for plaque stability and prognosis.Results(1)The TyG index,NLR,and CRP levels in patients with DKD and CAS were significantly higher than those in patients with DKD alone(P<0.01).(2)The TyG index,NLR,and CRP were significantly positively correlated with IMT and plaque area(P<0.01).(3)In patients with DKD combined with CAS,the TyG index,NLR,and CRP levels in those with unstable plaques were significantly higher than those with stable plaques(P<0.01).(4)Among the distribution of TCM syndromes in patients with DKD combined with CAS,the qi and yin deficiency syndrome had the highest proportion(33.33%),followed by spleen and kidney yang deficiency syndrome(28.67%),yin and yang deficiency syndrome(22.00%),and turbid toxin and stasis obstruction syndrome(16.00%).(5)Among patients with DKD and CAS,the TyG index,NLR,and CRP levels in patients with different TCM syndromes decreased in the following order:turbid toxin and stasis obstruction syndrome,yin and yang deficiency syndrome,spleen-kidney yang deficiency syndrome,and qi and yin deficiency syndrome.(6)Logistic regression analysis results showed that TyG index,NLR,and CRP levels were closely associated with plaque stability in patients with DKD combined with CAS(P<0.05 or P<0.01).(7)ROC analysis showed that these markers have high prognostic value in DKD-CAS(P<0.01).Conclusion TyG index,NLR,and CRP may serve as potential biomarkers for TCM syndrome differentiation and prognosis assessment in DKD-CAS.
8.Evaluation of Gradient-Variant Quantum Dot Fluorescence Technology for Rapid Detection of Brucella
Jiquan LI ; Xintong WANG ; Jianling WANG ; Shengnan TIAN ; Cunzhe ZHAO ; Xiaochen WANG ; Wenxiu JIAN ; Shengyu LI ; Qingwen ZHANG ; Lei ZHOU
Journal of Sichuan University (Medical Sciences) 2025;56(5):1208-1214
Objective To establish a brucellosis monitoring and testing technique applicable for the rapid field screening of natural epidemic diseases.Methods A rapid testing technique for Brucella was developed based on a double-antibody sandwich testing model using gradient-variant quantum dots as fluorescent tracers.The sensitivity,linearity,precision,and specificity of the technique were evaluated using suspensions of standard Brucella strains.Methodological comparisons across different sample types were conducted to assess the consistency of the test results.Results The gradient-variant quantum dots detection method was evaluated with standard Brucella strains,exhibiting a sensitivity of 1×103 CFU/mL and a linear correlation coefficient(r)of 0.994(95%CI,0.933-1.055).The maximum coefficient of variation was 12.94%in repeated tests,showing good specificity.A comparative assessment of 305 clinical samples was conducted using the Brucella gradient-variant quantum dots detection method,the Rose Bengal plate agglutination test(RBT),and the serum agglutination test(SAT),yielding a Kappa value of 0.95,indicating almost perfect agreement.Additionally,a comparative assessment of 110 environmental samples collected on-site was conducted using the Brucella gradient-variant quantum dots detection method and quantitative real-time PCR(qPCR).The Kappa values for aerosol collection fluid,surface wipes,and wool samples were all above 0.83,demonstrating near-perfect agreement.For fecal and soil samples,the Kappa values were above 0.62,indicating substantial agreement.Conclusion The Brucella detection method based on gradient-variant quantum dots technology is simple and can be conducted rapidly.The detection method demonstrates high sensitivity,linearity,precision,and specificity.It shows consistent performance in clinical sample testing.It is well-suited for field rapid screening of natural epidemic diseases in field settings and shows good application prospects in the monitoring,prevention,and rapid detection of zoonotic diseases.
9.Temporal regulatory functions of EGR4 in neural development of mice
Yawen LUO ; Murong XU ; Shuping ZHOU ; Hao LI ; Xiaochen BO ; Hebing CHEN
Military Medical Sciences 2025;49(6):437-442
Objective To study the dynamic regulatory role of early growth response 4(EGR4)in mouse neurodevelopment.Methods Data on single-cell chromatin accessibility(single-cell assay for transposase-accessible chromatin by sequencing,scATAC-seq)and transcriptome(single-cell RNA sequencing,scRNA-seq)from seven key stages spanning from the embryonic period to adulthood was collected and analyzed.The transcription factor binding site network was inferred,a quantitative analysis from a temporal perspective was conducted,its functional modules were parsed,and the results were visualized.Results egr4 was significantly highly expressed from the late embryonic stage to adulthood,and specifically activated during the maturation of inhibitory neurons[parvalbumin(PV)and somatostatin(SST)subtypes].Moreover,its transcription was not directly regulated by changes in chromatin accessibility.Temporal network analysis indicated that EGR4 became a regulatory hub in the late embryonic stage and drove neuron differentiation and subtype specification.Functional enrichment analysis showed that EGR4 regulated the"cell differentiation"pathway through dynamic interacting factors,and there were subtype-specific interaction modules in PV/SST neurons respectively.Conclusion EGR4 can participate in the late-stage maturation of cortical neurons through a stage-specific regulatory network.This study provides a new perspective on mechanisms underlying the temporal logic of neural development.
10.Identify drug-drug interactions via deep learning:A real world study
Jingyang LI ; Yanpeng ZHAO ; Zhenting WANG ; Chunyue LEI ; Lianlian WU ; Yixin ZHANG ; Song HE ; Xiaochen BO ; Jian XIAO
Journal of Pharmaceutical Analysis 2025;15(6):1249-1263
Identifying drug-drug interactions(DDIs)is essential to prevent adverse effects from polypharmacy.Although deep learning has advanced DDI identification,the gap between powerful models and their lack of clinical application and evaluation has hindered clinical benefits.Here,we developed a Multi-Dimensional Feature Fusion model named MDFF,which integrates one-dimensional simplified molec-ular input line entry system sequence features,two-dimensional molecular graph features,and three-dimensional geometric features to enhance drug representations for predicting DDIs.MDFF was trained and validated on two DDI datasets,evaluated across three distinct scenarios,and compared with advanced DDI prediction models using accuracy,precision,recall,area under the curve,and F1 score metrics.MDFF achieved state-of-the-art performance across all metrics.Ablation experiments showed that integrating multi-dimensional drug features yielded the best results.More importantly,we obtained adverse drug reaction reports uploaded by Xiangya Hospital of Central South University from 2021 to 2023 and used MDFF to identify potential adverse DDIs.Among 12 real-world adverse drug reaction reports,the predictions of 9 reports were supported by relevant evidence.Additionally,MDFF demon-strated the ability to explain adverse DDI mechanisms,providing insights into the mechanisms behind one specific report and highlighting its potential to assist practitioners in improving medical practice.


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