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.Preparation and antibacterial properties of porcine small intestinal submucosal composite nanohydroxyapatite bioscaffold loaded with antimicrobial peptide KR-12-a5
Qiquan YAN ; Libin YANG ; Mengjun LI ; Yazhuo NI ; Keying CHEN ; Bo XU ; Yaoyang LI ; Shiqing MA ; Rui LI ; Jianwen LI
Chinese Journal of Tissue Engineering Research 2026;30(2):384-394
BACKGROUND:Bone tissue loss caused by tumors and trauma can have an adverse effect on postoperative rehabilitation.Therefore,scaffold materials are usually implanted during treatment.However,the existing implant materials are relatively simple and lack antibacterial properties.Early implantation may lead to iatrogenic autoinfection and have an adverse effect on osteogenesis.OBJECTIVE:To construct a KR-12-a5 polypeptide-nanohydroxyapatite-small intestinal submucosa composite scaffold and evaluate its feasibility as a material for promoting bone defect repair.METHODS:The small intestinal submucosa scaffold and the small intestinal submucosa scaffold containing 25,50,and 100 mg/mL nanohydroxyapatite(referred to as nHA-SIS scaffold)were prepared by 1-ethyl-3-(3-dimethylaminopropyl)carbodiimide hydrochloride/N-hydroxysuccinimide cross-linking method.The appropriate scaffold was screened for subsequent experiments by mechanical property testing.The antibacterial properties of KR-12-a5 polypeptide solution against Staphylococcus aureus,Streptococcus gordonii,and Fusobacterium nucleatum were detected.The nHA-SIS scaffolds were immersed in 250,500,and 1 000 μg/mL KR-12-a5 peptide solutions for 24 hours,and then freeze-dried to obtain peptide-loaded nanohydroxyapatite-porcine small intestinal submucosa composite scaffolds(denoted as P-nHA-SIS scaffolds).The sustained-release properties of the three groups of scaffolds were characterized.The nHA-SIS scaffolds and the three groups of P-nHA-SIS scaffolds were co-cultured with Staphylococcus aureus,Streptococcus gordonii,and Fusobacterium nucleatum for 24 hours or 48 hours.The scaffolds with strong antibacterial ability were screened by live and dead bacteria staining and scanning electron microscopy for subsequent experiments.The degradation properties and water absorption rates of the uncross-linked small intestinal submucosa scaffolds,cross-linked small intestinal submucosa scaffolds,nHA-SIS scaffolds,and P-nHA-SIS scaffolds were characterized.The extracts of cross-linked small intestinal submucosal scaffolds,nHA-SIS scaffolds,and P-nHA-SIS scaffolds were co-cultured with MC3T3-E1 cells.CCK-8 assay and live-dead cell staining were performed.The effects of the extracts of the three scaffolds on the migration of MC3T3-E1 cells were detected by Transwell chamber assay.RESULTS AND CONCLUSION:(1)The elastic modulus and compressive strength of 25,50,and 100 mg/mL nHA-SIS scaffolds were higher than those of small intestinal submucosal scaffolds(P<0.05),among which the elastic modulus and compressive strength of 25 mg/mL nHA-SIS scaffolds were the highest,and this group of scaffolds were selected for subsequent experiments to load peptides.(2)KR-12-a5 peptide had strong antibacterial activity against common bacteria in bone defects(Staphylococcus aureus,Streptococcus gordonii,and Fusobacterium nucleatum).The three groups of P-nHA-SIS scaffolds all had sustained release properties.With the increase of peptide mass concentration,the antibacterial property of P-nHA-SIS scaffold was enhanced.Among them,the P-nHA-SIS scaffold loaded with 500 μg/mL peptide had achieved a satisfactory antibacterial effect,and this group of scaffolds would be selected in the future.(3)The degradation rate of the three groups of cross-linked scaffolds was lower than that of the uncross-linked scaffolds,and the water absorption rate was greater than that of the uncross-linked scaffolds.P-nHA-SIS scaffolds could promote the proliferation and migration of MC3T3-E1 cells without affecting the activity of MC3T3-E1 cells.(4)The results show that P-nHA-SIS scaffolds have strong antibacterial properties and the ability to promote the proliferation and migration of MC3T3-E1 cells,and are expected to be used in bone defect repair.
3.Preparation and antibacterial properties of porcine small intestinal submucosal composite nanohydroxyapatite bioscaffold loaded with antimicrobial peptide KR-12-a5
Qiquan YAN ; Libin YANG ; Mengjun LI ; Yazhuo NI ; Keying CHEN ; Bo XU ; Yaoyang LI ; Shiqing MA ; Rui LI ; Jianwen LI
Chinese Journal of Tissue Engineering Research 2026;30(2):384-394
BACKGROUND:Bone tissue loss caused by tumors and trauma can have an adverse effect on postoperative rehabilitation.Therefore,scaffold materials are usually implanted during treatment.However,the existing implant materials are relatively simple and lack antibacterial properties.Early implantation may lead to iatrogenic autoinfection and have an adverse effect on osteogenesis.OBJECTIVE:To construct a KR-12-a5 polypeptide-nanohydroxyapatite-small intestinal submucosa composite scaffold and evaluate its feasibility as a material for promoting bone defect repair.METHODS:The small intestinal submucosa scaffold and the small intestinal submucosa scaffold containing 25,50,and 100 mg/mL nanohydroxyapatite(referred to as nHA-SIS scaffold)were prepared by 1-ethyl-3-(3-dimethylaminopropyl)carbodiimide hydrochloride/N-hydroxysuccinimide cross-linking method.The appropriate scaffold was screened for subsequent experiments by mechanical property testing.The antibacterial properties of KR-12-a5 polypeptide solution against Staphylococcus aureus,Streptococcus gordonii,and Fusobacterium nucleatum were detected.The nHA-SIS scaffolds were immersed in 250,500,and 1 000 μg/mL KR-12-a5 peptide solutions for 24 hours,and then freeze-dried to obtain peptide-loaded nanohydroxyapatite-porcine small intestinal submucosa composite scaffolds(denoted as P-nHA-SIS scaffolds).The sustained-release properties of the three groups of scaffolds were characterized.The nHA-SIS scaffolds and the three groups of P-nHA-SIS scaffolds were co-cultured with Staphylococcus aureus,Streptococcus gordonii,and Fusobacterium nucleatum for 24 hours or 48 hours.The scaffolds with strong antibacterial ability were screened by live and dead bacteria staining and scanning electron microscopy for subsequent experiments.The degradation properties and water absorption rates of the uncross-linked small intestinal submucosa scaffolds,cross-linked small intestinal submucosa scaffolds,nHA-SIS scaffolds,and P-nHA-SIS scaffolds were characterized.The extracts of cross-linked small intestinal submucosal scaffolds,nHA-SIS scaffolds,and P-nHA-SIS scaffolds were co-cultured with MC3T3-E1 cells.CCK-8 assay and live-dead cell staining were performed.The effects of the extracts of the three scaffolds on the migration of MC3T3-E1 cells were detected by Transwell chamber assay.RESULTS AND CONCLUSION:(1)The elastic modulus and compressive strength of 25,50,and 100 mg/mL nHA-SIS scaffolds were higher than those of small intestinal submucosal scaffolds(P<0.05),among which the elastic modulus and compressive strength of 25 mg/mL nHA-SIS scaffolds were the highest,and this group of scaffolds were selected for subsequent experiments to load peptides.(2)KR-12-a5 peptide had strong antibacterial activity against common bacteria in bone defects(Staphylococcus aureus,Streptococcus gordonii,and Fusobacterium nucleatum).The three groups of P-nHA-SIS scaffolds all had sustained release properties.With the increase of peptide mass concentration,the antibacterial property of P-nHA-SIS scaffold was enhanced.Among them,the P-nHA-SIS scaffold loaded with 500 μg/mL peptide had achieved a satisfactory antibacterial effect,and this group of scaffolds would be selected in the future.(3)The degradation rate of the three groups of cross-linked scaffolds was lower than that of the uncross-linked scaffolds,and the water absorption rate was greater than that of the uncross-linked scaffolds.P-nHA-SIS scaffolds could promote the proliferation and migration of MC3T3-E1 cells without affecting the activity of MC3T3-E1 cells.(4)The results show that P-nHA-SIS scaffolds have strong antibacterial properties and the ability to promote the proliferation and migration of MC3T3-E1 cells,and are expected to be used in bone defect repair.
4.Construction of a CRISPR/Cas9-mediated VEGFA gene knockout vector and its effects on ARPE-19 cells
Wenhua ZHANG ; Jingxuan XU ; Keying CAO ; Chunmei WANG ; Zongming SONG ; Xiaoli LI
International Eye Science 2026;26(7):1127-1132
AIM: To develop a novel gene-delivery therapeutic based on CRISPR/Cas9 genome editing technology capable of specifically targeting and knocking out the VEGFA gene, thereby achieving sustained suppression of VEGFA expression in retinal pigment epithelial(RPE)cells and providing a new strategy for gene therapy in retinal neovascular diseases.METHODS:Single guide RNAs targeting the human VEGFA gene for knockout were designed, and corresponding recombinant plasmids were constructed. A novel polymer(PTEE)was used to encapsulate the plasmids to prepare a PTEE-loaded anti-VEGFA plasmid(PLAP)gene delivery system. PTEE materials at concentrations of 0.1, 0.2, 0.4, 0.8, and 1.6 μg/μL were co-incubated with ARPE-19 cells, and the biocompatibility of PTEE was evaluated using the cell counting kit-8(CCK-8)assay. Recombinant plasmids expressing green fluorescent protein(GFP)were constructed. Lipofectamine 3000 and jetOPTIMUS®DNA transfection reagents were used as control groups, and PTEE nanomaterials were used as the experimental group to encapsulate the plasmids. When the cell confluence reached 80%, the formulations were transfected into ARPE-19 and 293T cells. GFP expression was observed under light microscopy, and the transfection efficiencies of each group were compared. ARPE-19 cells were induced under hypoxia, and PLAP was transfected into the cells. The expression level of VEGFA was detected by enzyme-linked immunosorbent assay(ELISA)to evaluate the efficacy of this novel gene delivery system.RESULTS: After co-incubation of ARPE-19 cells with different concentrations of PTEE for 24 h and 48 h, no significant effect on cell viability was observed in any group. The transfection efficiency of PLAP in ARPE-19 cells was higher than that in the Lipo3000 and jetOPTIMUS groups, with statistically significant differences(P<0.01). Hypoxia for 6 h significantly induced the upregulation of VEGFA mRNA expression in ARPE-19 cells, and under hypoxic conditions, the PTEE group exhibited a significant inhibitory effect on VEGFA expression(P<0.01).CONCLUSION:PLAP exhibits favorable biocompatibility and prominent VEGFA inhibitory effects in vitro, making it a potential candidate drug for gene therapy of retinal neovascular diseases.
5.Prevalence of spotted fever group rickettsiae infections in ticks and among high-risk populations in the southern margin of the Gurbantunggut Desert in Xinjiang Uygur Autonomous Region
Keying XU ; Li YANG ; Xiaoshuang HAN ; Xinting LI ; Yuanzhi WANG ; Rongjiong ZHENG ; Xiaobo LU
Chinese Journal of Schistosomiasis Control 2026;38(4):424-431
Objective To investigate the prevalence of spotted fever group rickettsiae (SFGR) infections in free-living ticks and among high-risk populations in the southern margin of the Gurbantunggut Desert, Xinjiang Uygur Autonomous Region, so as to provide insights into tick-borne diseases prevention and control in this region. Methods Free-living ticks were collected from five counties (cities) in the southern margin of the Gurbantunggut Desert, Xinjiang Uygur Autonomous Region. Tick species were identified by morphology combined with mitochondrial cytochrome c oxidase subunit Ⅰ (COI) gene analysis. Four target gene fragments of Rickettsia were amplified using a nested PCR assay, including outer membrane protein B (ompB), 17-kDa common surface antigen protein (17kDa), surface cell antigen 1 (sca1), and surface cell antigen 4 (sca4) genes, to detect the prevalence of SFGR infections in tick samples. Positive PCR amplification products were purified, sequenced, and subjected to sequence alignment, and phylogenetic trees were created using the neighbor-joining (NJ) method. Serum samples were collected from individuals at a high risk of tick exposure from six counties (cities, districts) in the southern margin of the Gurbantunggut Desert, Xinjiang Uygur Autonomous Region, and serum levels of anti-R. sibirica IgG antibodies were detected among these individuals using indirect immunofluorescence assay (IFA) and statistically analyzed. Results A total of 287 free-living ticks were collected, and all were identified as Hyalomma asiaticum. The overall prevalence of SFGR infection was 78.40% (225/287) in tick samples, and five Rickettsia species were characterized, including R. sibirica, which shared 99.81% (515/516) sequence homology with the strain detected in Dermacentor sinicus from China; R. massiliae, which shared 99.80% (509/510) sequence homology with the strain detected in Rhipicephalus sanguineus from Ethiopia; R. raoultii, which shared 100.00% (516/516) sequence homology with the strain detected in Hyalomma asiaticum from Xinjiang Uygur Autonomous Region in China; R. africae, which shared 100.00% (524/524) sequence homology with the strain detected in Amblyomma splendidum from Ethiopia; and Candidatus Rickettsia barbariae, which shared 99.80% (499/500) sequence homology with the strain detected in steppe polecats from Xinjiang Uygur Autonomous Region in China, with R. sibirica (33.80% detection rate, 97/287) and R. raoultii (33.10%, 95/287) as dominant species. A total of 1 489 serum samples were collected from individuals at a high risk of tick exposure, and the seroprevalence of antiR. sibirica IgG antibodies was 30.83% (459/1 489). There were no significant differences in the seroprevalence in terms of genders (χ2 = 2.23, P > 0.05) or age groups (χ2 = 6.45, P > 0.05); however, there was a region-specific seroprevalence rate of anti-R. sibirica IgG antibodies (χ2 = 16.05, P < 0.05). Pairwise comparisons showed lower seroprevalence rate of anti-R. sibirica IgG antibodies among high-risk individuals in Midong District of Urumqi City (22.27%, 53/238) than in Wujiaqu City (34.70%, 93/268) and Manas County(37.55%, 98/261) (both P values < 0.05); however, they were not significantly different from those in the other regions (all P values > 0.05). Conclusion Multiple SFGR species are detected in H. asiaticum ticks sampled from the southern margin of the Gurbantunggut Desert, Xinjiang Uygur Autonomous Region, where there is a potential risk of local transmission of spotted fever rickettsiosis.
6.Influencing factors for sarcopenia among the elderly
HUANG Wen ; XU Lulu ; HUANG Mingang ; WANG Keying ; CHEN Kangkang ; CHEN Qifeng
Journal of Preventive Medicine 2026;38(4):362-366
Objective:
To investigate the influencing factors for sarcopenia among the elderly, so as to provide the evidence for developing prevention and control strategies for sarcopenia among the elderly.
Methods:
From April 2023 to October 2025, a multi-stage stratified cluster sampling method was used to select elderly individuals aged ≥60 years in Shaoxing City, Zhejiang Province as survey participants. Demographic information, lifestyle behaviors, and indicators including height, weight, and waist circumference were collected through questionnaire surveys and physical examinations, and body mass index (BMI) was calculated. Appendicular skeletal muscle mass was measured using bioelectrical impedance analysis, and the appendicular skeletal muscle mass index was calculated. Muscle strength and physical function were assessed using handgrip strength test and 6-meter gait speed test. Sarcopenia was diagnosed according to the 2019 Asian Working Group for Sarcopenia Consensus on Diagnosis and Treatment. Factors affecting sarcopenia among the elderly were analyzed using a multivariable logistic regression model.
Results:
A total of 4 095 elderly individuals were surveyed, with a mean age of (71.17±6.89) years. There were 1 773 males (43.30%) and 2 322 females (56.70%). Sarcopenia was detected in 539 cases, with a prevalence of 13.16% (95%CI: 12.13%-14.20%). Multivariable logistic regression analysis showed that elderly individuals aged ≥70 years (70-<80 years, OR=2.709, 95%CI: 2.069-3.547; 80-<90 years, OR=10.574, 95%CI: 7.615-14.681; ≥90 years, OR=16.729, 95%CI: 6.681-41.887), those with underweight (OR=5.239, 95%CI: 3.394-8.807), and those who did not consume meat and poultry daily (OR=7.739, 95%CI: 5.871-10.202) had a higher risk of sarcopenia. Conversely, the elderly with overweight or obesity (OR=0.071, 95%CI: 0.050-0.100) had a lower risk of sarcopenia.
Conclusions
The risk of sarcopenia among the elderly was associated with age, BMI, and meat and poultry intake. For the elderly with advanced age or low BMI, optimizing dietary patterns and promoting appropriate physical activity are recommended.
7.Diagnosis and Treatment Strategies for Sj?gren's Syndrome Based on the Theory of"Spleen as the Mother of the Five Organs"
Keying ZHU ; Ximeng LI ; Songwei LI ; Huan LI ; Xueqin ZHOU ; Pin LI ; Xinyan ZHANG ; Shuyue ZHANG ; Huifang HE ; Huijun GUO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(10):2975-2985
Sj?gren's syndrome(SS)is one of the common rheumatic diseases in clinical practice.Modern medicine commonly uses drugs such as artificial tears,saliva,glucocorticoids,immunosuppressants,and biologics to control the condition.Clinical practice has shown that in addition to modern medical basic treatment,the use of traditional Chinese medicine(TCM)can help improve the clinical efficacy of SS.According to the symptoms and signs of Sj?gren's syndrome in TCM,it is classified as"dryness and obstruction",and the core pathogenesis of the disease is spleen deficiency and deficiency of body fluids.Subsequently,toxic and pathogenic factors gather,leading to the decline of internal organs.The initial causes are spleen damage,unstable barrier,and invasion of pathogenic factors.The core link is spleen dysfunction,insufficient body fluid,and dryness arising from it.Spleen deficiency generates evil,obstruction of qi,and lack of body fluids are the root causes of illness.The main treatment method is the"spleen strengthening method",which treats spleen deficiency,dampness and stagnation,and the body fluid is not distributed.The treatment focuses on strengthening the spleen and qi,supplementing the lungs and generating fluids.Spleen deficiency leads to loss of vitality,blood stasis obstructs blood vessels,and the treatment is to strengthen the spleen,soothe the liver,remove blood stasis,and unblock the orifices.The spleen yang is not vigorous,and qi transformation is impaired.The treatment is to invigorate the spleen and warm the stomach,promote yang circulation,and promote diuresis.
8.Role of nitric oxide synthase in the pathogenesis of Alzheimer's disease
Keying JIANG ; Ying LIU ; Jiaying LIU ; Jingyi LI ; Zhikui WU ; Meiwen YANG ; Fenfang HONG ; Shulong YANG
Chinese Journal of Comparative Medicine 2025;35(6):151-158
Nitric oxide synthase(NOS)and its product nitric oxide are involved in learning and memory functions.Increasing evidence shows that NOS plays an important role in the pathogenesis of Alzheimer's disease,influencing β-amyloid protein(Aβ)deposition,neuroinflammation,oxidative stress,abnormal microglia activation,synapse damage,autophagy,abnormal mitochondrial function of nerve cells,and cerebral hypoperfusion or vascular endothelial cell injury.This review summarizes the recent evidence for the role of NOS in the pathogenesis of Alzheimer's disease and provides new feasible targets for the prevention and treatment of Alzheimer's disease.
9.Rehabilitation nursing of a patient with scrotal hematoma caused by emergency treatment of coronary vasospasm after cardiac radiofrequency ablation
Keying LU ; Caiping QIN ; Huilizhu QIAN ; Yuexia SONG
Chinese Journal of Nursing 2025;60(2):158-161
The rehabilitation and nursing experience of a patient with recurrent coronary vasospasm and emergency scrotal hematoma in a short time after cardiac radiofrequency ablation was summarized.Key nursing points include:identification and emergency care of coronary vasospasm after cardiac radiofrequency ablation;enhanced psychological care and targeted guidance for smoking cessation management;implementation of scrotal hematoma nursing plan with integrated Chinese and westem medicine;development of individualized follow-up and continuous rehabilitation nursing,help to back to society.Through careful and professional treatment and nursing after 27 d,the patient's left ventricular ejection fraction(LVEF)recovered from 39%to 57%,and the patient was discharged smoothly.After discharge,the patient underwent continuous rehabilitation care,and the scrotal hematoma subsided significantly in 1 month after discharge,and the activity endurance increased.
10.Application progress of digital health technology in nutrition management of gestational diabetes mellitus patients
Keying SUN ; Fangyuan HE ; Rou ZHANG ; Meisu LU ; Jing ZHAO ; Junmei KONG ; Xiaoli GUO
Chinese Journal of Nursing 2025;60(14):1694-1699
In recent years,using digital health technology can improve the quality and effect of nutrition management for patients with gestational diabetes mellitus(GDM).This article provides an overview of digital health technology,reviews the application form and effect of digital health technology in nutrition manage-ment of pregnant women with GDM,puts forward suggestions,in order to provide references and bases for promoting the more scientific,effective and standardized application of digital health technology in nutrition management of GDM patients.


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