1.Interdisciplinary integration and development trends of intelligent diagnosis in traditional Chinese medicine: a topic evolution analysis
Chenggong XIE ; Keying HUANG ; Zhengquan DU ; Xinyi HUANG ; Bin WANG
Digital Chinese Medicine 2026;9(1):43-56
Objective:
To systematically characterize the developmental trajectory and interdisciplinary integration of intelligent diagnosis in traditional Chinese medicine (TCM) through quantitative topic evolution analysis, we addressed the fragmentation of existing research and clarified the long-term research structure and evolutionary patterns of the field.
Methods:
A topic evolution analysis was performed on Chinese-language literature pertaining to intelligent diagnosis in TCM. Publications were retrieved from the China National Knowledge Infrastructure (CNKI), Wanfang Data, and China Science and Technology Journal Database (VIP), covering the period from database inception to July 3, 2025. A hybrid segmentation approach, based on cumulative publication growth trends and inflection point detection, was applied to divide the research timeline into distinct stages. Subsequently, the latent Dirichlet allocation (LDA) model was used to extract research topics, followed by alignment and evolutionary analysis of topics across different stages.
Results:
A total of 3 919 publications published between 2003 and 2025 were included, and the research trajectory was divided into five stages based on data-driven breakpoint detection. The field exhibited a clear evolutionary shift from early rule-based systems and tongue-pulse image and signal analysis (2006 – 2010), to machine-learning-based syndrome and prescription modeling (2011 – 2015), followed by deep-learning-driven pattern recognition and formula association (2016 – 2020). Since 2021, research has increasingly emphasized knowledge-graph construction, multimodal integration, and intelligent clinical decision-support systems, with recent studies (2024 – 2025) showing the emergence of large language models and agent-based diagnostic frameworks. Topic evolution analysis further revealed sustained cross-stage continuity in syndrome modeling and prescription association analysis, alongside the progressive consolidation of integrated intelligent diagnostic platforms.
Conclusion
By identifying key technological transitions and persistent core research themes, our findings offer a structured reference framework for the design of intelligent diagnostic systems, the construction of knowledge-driven clinical decision-support tools, and the alignment of AI models with TCM diagnostic logic. Importantly, the stage-based evolutionary insights derived from this analysis can inform future methodological choices, improve model interpretability and clinical applicability, and support the translation of intelligent TCM diagnosis from experimental research to real-world clinical practice.
2.Modified Xiehuangsan Regulates Microglial Polarization and TLR4/MyD88/NF-κB Pathway to Treat Tic Disorders in Rats
Mengjie ZHAO ; Qiong ZHAO ; Cuiling YANG ; Hongyun ZHOU ; Xiangjuan SUN ; Xinyi GUO ; Sajiyue HUANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):10-18
ObjectiveTo explore the mechanism of modified Xiehuangsan in treating tic disorders (TD) based on microglial polarization and the Toll-like receptor 4 (TLR4)/myeloid differentiation factor 88 (MyD88)/nuclear factor (NF)-κB pathway. MethodsSeventy-two Sprague-Dawley (SD) rats were randomly assigned into six groups: control, model, tiapride (0.025 g·kg-1), and low-, medium-, and high-dose (12, 24, 48 g·kg-1, respectively) modified Xiehuangsan, with 12 rats in each group. Except the control group, the other groups received intraperitoneal injection of 3,3'-iminodipropionitrile (IDPN) for 7 consecutive days for the modeling of TD. After successful modeling, the control and model groups were given normal saline via gavage, and the other groups were administrated with corresponding drugs by gavage. After 28 days of continuous intervention, rat behaviors were observed, and the modified Xiehuangsan group showing the best anti-TD effect was selected for deciphering the treatment mechanism. Hematoxylin and eosin staining was conducted to observe morphological changes in the rat striatum. Immunohistochemistry was employed to detect the expression of CD16 and CD206 in the striatum. Real-time PCR was employed to measure the mRNA levels of interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), IL-4, TLR4, MyD88, and NF-κB p65 in the striatum. Western blot was employed to determine the protein levels of ionized calcium-binding adapter molecule 1 (Iba1), Fc receptor family for immunoglobulin (Ig)G type Ⅲ (CD16), mannose receptor (CD206), TLR4, MyD88, and NF-κB p65 in the striatum. ResultsCompared with the control group, the model group showed increased stereotyped behaviors, locomotor activity, total movement distance, and movement speed, shortened resting time (P<0.01), and noticeable pathological changes in the striatum. Compared with the model group, the tiapride group and modified Xiehuangsan groups exhibited reduced stereotyped behavior, locomotor activity, total movement distance, and movement speed, prolonged resting time (P<0.05, P<0.01), and alleviated pathological changes in the striatum. Among the modified Xiehuangsan groups, the high-dose group had the best intervention effect and the mildest pathological changes. Therefore, the high-dose group was selected for further research. Compared with the control group, the modeling of TD increased Iba1 and CD16 expression (P<0.05, P<0.01), up-regulated the mRNA levels of IL-1β and TNF-α (P<0.05, P<0.01), down-regulated the mRNA level of IL-4 (P<0.05), up-regulated the mRNA and protein levels of TLR4 and MyD88 (P<0.05, P<0.01), and up-regulated the protein level of NF-κB p65 (P<0.01). Compared with the model group, modified Xiehuangsan reduced Iba1 and CD16 expression (P<0.05, P<0.01), up-regulated the protein level of CD206 (P<0.05, P<0.01), down-regulated the mRNA levels of IL-1β and TNF-α (P<0.05), up-regulated the mRNA level of IL-4 (P<0.01), and down-regulated the mRNA and protein levels of TLR4, MyD88, and NF-κB p65 (P<0.05, P<0.01). ConclusionModified Xiehuangsan demonstrated a definite therapeutic effect on TD in rats. It may reduce neuroinflammation in TD rats by regulating the polarization of microglia in the striatum via the TLR4/MyD88/NF-κB signaling pathway.
3.A Study on the In Vitro Antibacterial Effects of Colistin or Tigecycline Combined with Three Antimicrobial Agents Against Carbapenem-resistant Acinetobacter Baumannii
Weichen HUANG ; Kuo LI ; Lijing GUO ; Xinyi JIN ; Chaogui TANG ; Ning LIN ; Jingjing HUANG
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1131-1137
To analyze the Non-duplicate CRAB strains isolated from clinical specimens between June and December 2023 at Huai'an First People's Hospital Affiliated to Nanjing Medical University were retrospectively collected. The minimum inhibitory concentrations of commonly used antimicrobial agents against these strains were determined using the broth microdilution method. A total of 48 CRAB strains were included. COL-based combination regimens all exhibited favorable synergistic or additive effects against CRAB. Among them, the COL+IPM group showed the highest synergistic rate (83.3%), while the COL+AMK and COL+CSL groups primarily demonstrated additive effects (additive rates of 66.7% and 70.8%, respectively). TGC-based combination regimens mainly exhibited additive or indifferent effects, with the TGC+CSL group showing the highest additive rate (75.0%) and the TGC+AMK group showing the highest indifferent rate (70.8%). No antagonistic effects were observed in any of the six combination regimens. Further analysis revealed that the antibacterial effect of the COL+IPM group against CRAB was significantly different from that of the other combination regimens ( The combination of COL and IPM demonstrates the optimal synergistic antibacterial effect against CRAB, with the highest synergistic rate, and can be used as an empirical combination regimen for the clinical treatment of CRAB infections.
4.Genetic Homology Analysis of Bloodstream Infection Secondary to Intestinal Colonization with Carbapenem-Resistant Klebsiella Pneumoniae
Xinyue LI ; Hongjuan ZHANG ; Xiaoyan ZHU ; Meijia HUANG ; Yunmin XU ; Xundie LI ; Xinyi ZHENG ; Shaoxuan LI ; Bin SHAN
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1138-1147
To investigate the genetic relatedness between carbapenem-resistant A retrospective analysis was conducted on clinical data from patients screened for carbapenem-resistant Among 12 878 patients screened for CRE, 60 (0.47%) were identified with intestinal CRKP colonization. Of these, 6 (10.0%) developed bloodstream infections, with an all-cause mortality rate of 66.7% (4/6) during hospitalization. The predominant strain type among paired isolates was ST11-KL64 producing KPC-2, accounting for 91.7%(11/12) of cases. Except for one patient(with a categorical agreement of 82.6%), colonizing and bloodstream isolates from the same patient showed complete agreement (100% categorical agreement) in antimicrobial susceptibility profiles for all antibiotics except tigecycline. Intraclass correlation coefficients for biofilm formation and siderophore production were both > 0.75 of all paired strains, indicating high phenotypic consistency. Except for one patient, core genome single nucleotide polymorphism (SNP) analysis and phylogenetic reconstruction revealed high genetic homology between colonizing and bloodstream isolates from the same patient (SNP difference < 10). Clonal relatedness was also observed among colonizing strains from different departments (SNP difference < 120). Although the intestinal colonization rate of CRKP is low, it poses a high mortality risk once bloodstream infection occurs. The high consistency in antimicrobial resistance profiles, biofilm formation, siderophore production, and genomic homology between colonizing and bloodstream isolates suggests that intestinal colonization is the direct source of subsequent invasive infection. Enhanced early screening, dynamic monitoring, risk-stratified prevention, and optimized intervention strategies are recommended to reduce the risk of CRKP infection and mortality.
5.Research progress of gastric cancer organoids in chemotherapy drug sensitivity testing
Xinyi YANG ; Yirui YIN ; Zhekun HUANG ; Yanrong YE ; Yun SHEN ; Lumin WANG
Chinese Journal of Clinical Medicine 2025;32(4):685-691
Gastric cancer has high incidence and mortality rate. Chemotherapy is the first-line treatment for gastric cancer and has achieved considerable success. However, due to genetic variations and tumor heterogeneity, the effectiveness of chemothrapy drugs varies among different patients. Therefore, accurate assessment of patient’s sensitivity to chemotherapy drugs is crucial for personalized treatment. Gastric cancer organoids serve as effective tools for predicting patient’s sensitivity to chemotherapy drugs. This review summarizes the applications and related research progress of gastric cancer organoids in determining chemotherapy drug sensitivity, discusses the strengths and limitations of organoid models, and proposes outlooks for future research directions, hoping that organoids can provide more effective personalized treatment options and a greater range of drug choices for gastric cancer treatment.
6.Transparency of clinical practice guidelines: A mixed methods research.
Xinyi WANG ; Youlin LONG ; Tengyue HU ; Zixin YANG ; Liqin LIU ; Liu YANG ; Yifan CHENG ; Ran GU ; Yanjiao SHEN ; Nan YANG ; Jin HUANG ; Yaolong CHEN ; Liang DU
Chinese Medical Journal 2025;138(15):1882-1884
7.Molecular characterization of FGFR fusion in a large real-world population and clinical utility of bidirectional fusion.
Xinyi ZHANG ; Jing ZHAO ; Ling MA ; Yitong TIAN ; Jiaguang ZHANG ; Hejian ZHENG ; Junling ZHANG ; Runyu HE ; Luhang JIN ; Jing MA ; Mengli HUANG ; Xiao LI ; Xiaofeng CHEN
Chinese Medical Journal 2025;138(12):1510-1512
8.Preliminary exploration and reliability analysis of clinical diagnostic method for marginal velopharyngeal insufficiency.
Xinyi HUANG ; Qirong MAO ; Heng YIN ; Min WU ; Bing SHI ; Qian ZHENG ; Jingtao LI
West China Journal of Stomatology 2025;43(3):376-382
OBJECTIVES:
A stable, reliable, and easily implementable clinical diagnostic method for marginal velopharyngeal insufficiency (MVPI) was established on the basis of the subjective hearing judgement of hypernasality and objective examination of velopharyngeal closure to address the lack of unified diagnostic criteria for MVPI.
METHODS:
Nasopharyngeal fiberscopy and speech assessment results were collected from postoperative patients with cleft palate. These results were used to analyze the differences in the distribution of nasal resonance in patients with different velopharyngeal closure ratios and the correlation between velopharyngeal closure ratios and nasal resonance status. Mild-to-moderate hypernasality with its corresponding elopharyngeal closure ratio was employed to establish the diagnostic criteria of MVPI. The reproducibility of the criteria and whether the patients with MVPI diagnosed by using the criteria exhibited significantly different speech characteristics compared with other patients were verified.
RESULTS:
A strong correlation was found between velopharyngeal closure ratios and nasal resonance (P<0.001). Mild-to-moderate hypernasality mainly corresponded to velopharyngeal closure ratios ranging from 90% to 99%, and the combination of the two characteristics as the diagnostic criteria for MVPI demonstrated good consistency (Kappa value=0.789, P<0.001). Moreover, under the diagnostic criteria, significant differences in nasal resonance (P<0.001), nasal emission (P=0.007), and misarticulation (P<0.001) were found between patients with velopharyngeal insufficiency and those with MVPI.
CONCLUSIONS
Combining the subjective hearing judgement of mild-to-moderate hypernasality with velopharyngeal closure ratios over 90% under nasopharyngeal fiberscopy provides a reliable and effective clinical method for diagnosing MVPI.
Humans
;
Velopharyngeal Insufficiency/physiopathology*
;
Reproducibility of Results
;
Cleft Palate/surgery*
;
Male
;
Female
;
Child
9.Optimization of extraction process with deep eutectic solvents and analysis of antioxidant activity of Gastrodia elata polysaccharides.
Chanchan SHI ; Qianxia SU ; Min YANG ; Xiao SUN ; Xinyi HUANG
Chinese Journal of Biotechnology 2025;41(10):3863-3875
This study optimizes the extraction process and explores the antioxidant activity of Gastrodia elata polysaccharides, aiming to provide theoretical reference for the extraction, development, and application of the polysaccharides. Polysaccharides were extracted from G. elata by an ultrasonic-assisted method with deep eutectic solvents. The extraction process was optimized by single factor and response surface tests. The antioxidant activity of polysaccharides was evaluated by DPPH and ABTS+ free radical scavenging rates. The optimal deep eutectic solvents were composed of choline chloride and lactic acid at a molar ratio of 1:2. The optimal extraction conditions were the ultrasonic treatment at 50 ℃ for 48 min, a solid-to-liquid ratio of 1:38, and a water content of 42%. Under these conditions, the polysaccharide yield reached (19.88±0.93)%. The results of antioxidant activity experiment in vitro showed that the scavenging rates of G. elata polysaccharides on DPPH and ABTS+ free radicals were up to (26.39±1.47)% and (30.61±0.16)%, respectively, which indicated that the polysaccharides extracted by the deep eutectic solvents had a certain antioxidant ability. The extracted polysaccharides can be further studied and developed as a potential natural antioxidant.
Polysaccharides/pharmacology*
;
Gastrodia/chemistry*
;
Antioxidants/pharmacology*
;
Deep Eutectic Solvents/chemistry*
;
Solvents/chemistry*
10.Visual analysis of the current status of research on traditional Chinese medicine treatment for allergic rhinitis
Wenhui HUANG ; Danni HUI ; Mengjie HAN ; Xinyi HUANG ; Erle LI ; Yajuan XUE
China Modern Doctor 2025;63(1):6-9,42
Objective To analyze the hotspots and frontiers of traditional Chinese medicine treatment for allergic rhinitis(AR)in China,aiming to provide reference for the treatment of AR patients in China.Methods Literatures related to traditional Chinese medicine treatment of AR published by CNKI,Wanfang Data and VIP database from January 2004 to December 2023 were searched,and CiteSpace software was used for visual analysis of the number of literatures,key words,research institutions and authors.Results A total of 1604 literatures were included,and the annual number of literatures generally showed an upward trend.The research frontiers in the last 5 years include medication patterns,immune function,quality of life,data mining,and thumbtack needle.The top five institutions in terms of publications were Beijing University of Traditional Chinese Medicine,Tianjin University of Traditional Chinese Medicine,Nanjing University of Traditional Chinese Medicine,the First Affiliated Hospital of Beijing University of Traditional Chinese Medicine,and Chengdu University of Traditional Chinese Medicine.The core authors were Yuan Weiling,Yan Daonan,Zhao Jiping,Zhang Qinxiu,and Feng Weiyun.Conclusion The application of traditional Chinese medicine in treatment of AR has always been in a high research heat,and giving full play to the characteristics of traditional Chinese medicine can be the development direction of AR research in the future.

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