1.Fine-Med-Mental-T&P: a dual-track approach for high-quality instructional datasets of mental disorders in traditional Chinese medicine
Yanbai WEI ; Xiaoshuo JING ; Junfeng YAN
Digital Chinese Medicine 2026;9(1):31-42
Objective:
To investigate methods for constructing a high-quality instructional dataset for traditional Chinese medicine (TCM) mental disorders and to validate its efficacy.
Methods:
We proposed the Fine-Med-Mental-T&P methodology for constructing high-quality instruction datasets in TCM mental disorders. This approach integrates theoretical knowledge and practical case studies through a dual-track strategy. (i) Theoretical track: textbooks and guidelines on TCM mental disorders were manually segmented. Initial responses were generated using DeepSeek-V3, followed by refinement by the Qwen3-32B model to align the expression with human preferences. A screening algorithm was then applied to select 16 000 high-quality instruction pairs. (ii) Practical track: starting from over 600 real clinical case seeds, diagnostic and therapeutic instruction pairs were generated using DeepSeek-V3 and subsequently screened through manual evaluation, resulting in 4 000 high-quality practice-oriented instruction pairs. The integration of both tracks yielded the Med-Mental-Instruct-T&P dataset, comprising a total of 20 000 instruction pairs. To validate the dataset’s effectiveness, three experimental evaluations (both manual and automated) were conducted: (i) comparative studies to compare the performance of models fine-tuned on different datasets; (ii) benchmarking to compare against mainstream TCM-specific large language models (LLMs); (iii) data ablation study to investigate the relationship between data volume and model performance.
Results:
Experimental results demonstrate the superior performance of T&P-model fine-tuned on the Med-Mental-Instruct-T&P dataset. In the comparative study, the T&P-model significantly outperformed the baseline models trained solely on self-generated or purely human-curated baseline data. This superiority was evident in both automated metrics (ROUGE-L > 0.55) and expert manual evaluations (scoring above 7/10 across accuracy). In benchmark comparisons, the T&P-model also excelled against existing mainstream TCM LLMs (e.g., HuatuoGPT and ZuoyiGPT). It showed particularly strong capabilities in handling diverse clinical presentations, including challenging disorders such as insomnia and coma, showcasing its robustness and versatility. Data ablation studies showed that T&P-model performance had an overall upward trend with minor fluctuations when training data increased from 10% to 50%; beyond 50%, performance improvement slowed significantly, with metrics plateauing and approaching a saturation point.
Conclusion
This study has successfully constructed the specialized Med-Mental-Instruct-T&P instruction dataset for TCM mental disorders proposed the systematic Fine-Med-Mental-T&P methodology for its development, effectively addressing the critical challenge of high-quality, domain-specific data scarcity in TCM, and providing essential data support for developing intelligent TCM diagnostic and therapeutic systems.
2.Epidemiological characteristics and spatial-temporal aggregation of scarlet fever in Nantong City in 2009 - 2023
Chao BAO ; Junfeng MIAO ; Enhui ZHAO ; Zhenzhen LIU ; Wuhong ZHANG ; Ye WEI
Journal of Public Health and Preventive Medicine 2026;37(2):40-44
Objective To analyze the epidemiological characteristics and spatial-temporal clustering trend of scarlet fever in Nantong from 2009 to 2023, and to provide a scientific basis for scarlet fever prevention and control. Methods The incidence data of scarlet fever in Nantong from 2009 to 2023 were analyzed. Descriptive analysis, seasonal index method and Joinpoint 5.2.0 software were used to analyze epidemiological characteristics. Spatial-temporal clustering was assessed with SaTScan 10.2.5 software. Results The average annual incidence of scarlet fever in Nantong from 2009 to 2023 was 6.54/100 000. The overall morbidity rate of scarlet fever in Nantong had an increasing trend from 2009 to 2019 with an average annual percentage change of 14.55% (t=3.36,P<0.05). The cases mainly occurred during late spring to early summer and late autumn to early winter. Students, preschool children and scattered children were the main scarlet fever population. The average annual incidence of males was significantly higher than that of females (χ2=7.00, P<0.05). Rugao City, Chongchuan District and Tongzhou District were identified as high-incidence areas, accounting for 76.51% of all reported cases. Spatial-temporal scan analysis indicated that Rugao City and Chongchuan District were primary cluster areas, spanning from 2015 to 2021 (RR=3.77, LLR=1 308.07, P<0.05). Conclusion The number of reported cases of scarlet fever in Nantong City from 2009 to 2023 shows epidemic and spatial clustering, mainly concentrated in the central urban area and adjacent counties (cities). It is necessary to strengthen health education and disease surveillance in high-incidence areas, as well as in key institutions and key populations before epidemic peaks.
3.Treating premature ejaculation combined with anxiety and depression based on the "four-dimensional integration" of the "holism of body and spirit" theory
Yi WEI ; Zhiming HONG ; Junfeng QIU ; Zilong CHEN ; Hao KUANG ; Yangling ZENG ; Quan WANG ; Wenbin ZHOU
Journal of Beijing University of Traditional Chinese Medicine 2025;48(3):418-423
Premature ejaculation refers to a sexual dysfunction in which men experience a short intravaginal ejaculation latency and a lack of control over ejaculation during sexual activity. The onset of this condition is often accompanied by anxiety and depression, which can seriously affect the quality of the patient′s sexual life and the relationship between partners. Based on the "integration of body and spirit" theory in traditional Chinese medicine, our team believes that this condition is a comorbidity of physical and spiritual factors. We propose that the core pathogenesis of this disease lies in the "loss of form and essence, impairment of spirit, and depression of the mind, "while the primary treatment principle involves "nourishing form and regulating spirit." As a result, a new diagnosis and treatment approach of "four-dimensional integration" is summarized in this study. The disease is treated through the four dimensions of shape, body, spirit, and emotion. Traditional Chinese medicine is used to adjust the shape in cases where the physical form is damaged. For individuals with depression of heart and liver qi, the treatment focuses on soothing the heart and smoothing liver qi, and the modified Wangyou Powder and Xuanzhi Decoction is used. In cases where the heart and kidney function are compromised, the treatment involves nourishing both the heart and kidney while restoring interaction between the heart and the kidney, and modified Jihuo Yansi Elixir is used. To reduce the sensitivity of the glans penis, the patient′s body is washed with a traditional Chinese medicine formula, and a delicate fumigation formula is decocted for external washing. For those who are not in tune with their god, psychological counseling can be used to regulate their spirit and advocate "self-partner" and psychotherapy. If there are issues with intimacy, partners should focus on cooperating during foreplay, sexual intercourse, and post-coital interactions. Overall, the treatment aims to harmonize the body and spirit, addressing both physical and psychological factors through a comprehensive, multi-dimensional approach. This method provides new perspectives and ideas for the clinical diagnosis and treatment of this condition.
4.Application value of gene-modified mesenchymal stem cells in liver diseases
Tingting ZHAO ; Junfeng LI ; Dan ZHOU ; Xiaoqin GAO ; Wei YUE ; Ruqin WANG ; Liting ZHANG
Journal of Clinical Hepatology 2025;41(6):1220-1226
The immunomodulatory, repair, and regeneration-promoting functions of mesenchymal stem cells make them one of the potential treatment methods for liver diseases. At present, viral and non-viral delivery methods have been developed to genetically modify mesenchymal stem cells, and gene modification can promote the survival, homing, and cytokine secretion of mesenchymal stem cells, thereby enhancing the ability of mesenchymal stem cells to treat liver diseases. This article mainly summarizes the research advances in gene-modified mesenchymal stem cells in the treatment of liver diseases, in order to provide new insights and strategies for the clinical treatment of liver diseases.
5.Effect of electroacupuncture on learning and memory abilities in vascular dementia rats via the NCOA4/FTH1 signaling pathway-mediated ferritinophagy.
Wei SUN ; Yinghua CHEN ; Tong WU ; Hongxu ZHAO ; Haoyu WANG ; Ruiqi QIN ; Xiaoqing SU ; Junfeng LI ; Yuanyu SONG ; Yue MIAO ; Xinran LI ; Yusheng HAN
Chinese Acupuncture & Moxibustion 2025;45(9):1271-1280
OBJECTIVE:
To observe the effect of electroacupuncture at "Sishencong" (EX-HN1) and "Fengchi" (GB20) on hippocampal neuronal ferritinophagy mediated by the nuclear receptor coactivator 4 (NCOA4)/ferritin heavy chain 1 (FTH1) signaling pathway in vascular dementia (VD) rats, and to explore the potential mechanisms of electroacupuncture for VD.
METHODS:
A total of 60 male rats of SPF grade were randomly divided into a blank group (12 rats), a sham surgery group (12 rats) and a modeling group (36 rats). In the modeling group, the modified 4-vessel occlusion method was used to establish the VD model. The 24 successfully modeled rats were randomly divided into a model group and an electroacupuncture group, with 12 rats in each group. In the electroacupuncture group, electroacupuncture was applied at left and right "Sishencong" (EX-HN1), and bilateral "Fengchi" (GB20), with continuous wave, in frequency of 2 Hz and current intensity of 1 mA, 30 min a time, once daily for 21 consecutive days. The learning and memory abilities were assessed using the Morris water maze test before modeling, after modeling and after intervention, as well as the novel object recognition test after intervention. After intervention, the neuronal morphology in the hippocampus was observed by Nissl staining; the iron deposition was observed by Prussian blue staining; the reactive oxygen species (ROS) level was detected by dihydroethidium (DHE) fluorescence staining; the levels of iron, malondialdehyde (MDA) and superoxide dismutase (SOD) in the hippocampal tissue were measured by the colorimetric assay, TBA method, and WST-1 method, respectively; the positive expression of NCOA4, FTH1 and glutathione peroxidase 4 (GPX4) was detected by immunohistochemistry; the protein expression of NCOA4, FTH1, GPX4, and the ratio of microtubule-associated protein 1 light chain 3B (LC3B) Ⅱ/Ⅰ in the hippocampus were detected by Western blot.
RESULTS:
Compared with the sham surgery group, in the model group, the escape latency was prolonged, and the number of platform crossings reduced (P<0.01), the recognition index (RI) was decreased (P<0.01); the hippocampal neurons displayed a blurred laminar structure, disorganized cellular arrangement, and the number of Nissl bodies was decreased (P<0.01); the percentage of iron deposition area in the hippocampus was increased (P<0.01); in the hippocampus, the levels of ROS, iron, MDA, and the protein expression of NCOA4, as well as the LC3B Ⅱ/Ⅰ ratio were increased (P<0.01), the SOD level, and the protein expression of FTH1 and GPX4 were decreased (P<0.01). Compared with the model group, in the electroacupuncture group, the escape latency was shortened and the number of platform crossings was increased (P<0.01), the RI was increased (P<0.01); the hippocampal neurons exhibited more regular morphology, better-organized cellular structure, and the number of Nissl bodies was increased (P<0.05); the percentage of iron deposition area in the hippocampus reduced (P<0.01); in the hippocampus, the levels of ROS, iron, MDA, and the protein expression of NCOA4, as well as the LC3B Ⅱ/Ⅰ ratio were decreased (P<0.01, P<0.05), the SOD level, and the protein expression of FTH1 and GPX4 were increased (P<0.01).
CONCLUSION
Electroacupuncture at "Sishencong" (EX-HN1) and "Fengchi" (GB20) can improve learning and memory abilities in VD rats, and its mechanism may be associated with the regulation of the hippocampal NCOA4/FTH1 signaling pathway, inhibition of ferritinophagy, and alleviation of oxidative stress damage.
Animals
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Electroacupuncture
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Dementia, Vascular/genetics*
;
Male
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Rats
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Signal Transduction
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Humans
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Memory
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Rats, Sprague-Dawley
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Nuclear Receptor Coactivators/genetics*
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Ferritins/genetics*
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Learning
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Hippocampus/metabolism*
;
Acupuncture Points
6.Mechanism of Xibining Ⅱ Combined with ADSC-Exos in Improving Knee Osteoarthritis by Regulating Mitochondrial Autophagy
Junfeng KANG ; Lishi JIE ; Houyu FU ; Taiyang LIAO ; Lei SHI ; Zishan SU ; Likai YU ; Yibao WEI ; Deren LIU ; Di TIAN ; Jun MAO ; Peimin WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):111-119
ObjectiveTo observe the effects of Xibining (XBN) and adipose stem cell exosome (ADSC-Exos) in the cases of separate or joint application on cartilage degeneration and mitochondrial autophagy and explore its mechanism of action to improve knee osteoarthritis (KOA). MethodSD rats were divided into a sham operation group (sham group), a model group, an ADSC-Exos group (Exos group), an XBN group, and an ADSC-Exos+XBN group (Exos+XBN group). KOA model was established by using anterior cruciate ligament transection (ACLT). The pain sensitivity status of rats was evaluated, and the degeneration degree of the knee joint and cartilage tissue was detected by Micro-CT and pathological staining. The expression of p62 and LC3B was observed by immunofluorescence, and the serum levels of TNF-α, IL-1β, IL-6, and IL-15 in rats were detected by ELISA. The Western blot was used to detect the protein expression levels of MMP-3, MMP-13, ADAMTS5, ColⅡ, TIMP, ACAN, PINK1, Parkin, p62, and LC3A/B. ResultCompared with the sham group, rats in the model group showed decreased cold-stimulated foot-shrinkage thresholds and mechanical pain sensitivity thresholds, varying degrees of abrasion and loss of cartilage tissue, degeneration of cartilage tissue, elevated serum IL-1β, IL-6, IL-15, and TNF-α levels (P<0.01), and increased protein expression of MMP-3, MMP-13, and ADAMTS5 in cartilage tissue. In addition, the protein expression of ColⅡ, TIMP1, and ACAN was decreased (P<0.01). Compared with the model group, rats in each treatment group showed higher cold-stimulated foot-shrinkage thresholds and mechanical pain sensitivity thresholds, reduced cartilage tissue degeneration, lower serum levels of IL-1β, IL-6, IL-15, and TNF-α (P<0.05,P<0.01), decreased protein expression of MMP-3, MMP-13, and ADAMTS5, and higher protein expression of Cold, TIMP1, and ACAN in cartilage tissue (P<0.05,P<0.01). Moreover, the changes were the most obvious in the Exos+XBN group. ConclusionBoth ADSCs-Exos and XBN can increase the level of mitochondrial autophagy in chondrocytes and delay cartilage tissue degeneration by promoting the expression of the PINK1/Parkin signaling pathway, and the combination of the two can enhance the therapeutic effect.
7.Helicobacter pylori in patients with gastric upset in Yuexiu Dongshan community,Guangzhou:an epi-demiological study
Wei CHENG ; Jing ZENG ; Junfeng GUO
Modern Hospital 2024;24(2):297-299
Objective To analyze and summarize the epidemiological characteristics of gastric Helicobacter pylori in pa-tients experiencing gastric discomfort in Yuexiu Dongshan Community,Guangzhou.Methods A total of 312 patients who visited Yuexiu District Dongshan Community Health Service Center for stomach upset testing between April 2023 and July 2023 were en-rolled in the study.The distribution characteristics of positive Helicobacter pylori were analyzed among the patients of different age and gender.Results Out of the 312 cases in the population,93 cases tested positive and 219 tested negative,with a positive de-tection rate of 29.81%.Specifically,28 cases tested positive,and 74 cases tested negative in the male population,with a positive detection rate of 27.45%.In the female population,65 cases tested positive,and 145 cases tested negative,with a positive detec-tion rate of 30.95%.The difference in positive rates by gender was not statistically significant(X2 =0.402,P=0.526).Among the male patients infected with Helicobacter,the mean value of delta over baseline of the C13 urea breath test(DOB)was(17.31±11.84).The DOB value was insignificantly higher in the males than in the females(t =1.430,P=0.156).There was no signifi-cant increasing or decreasing trend in the distribution of positive rates by age.The composition ratio of positive patients was predom-inant in the group aged 40 and above,accounting for 79.57%of the total number of positive cases.Among the individuals aged less than 60 infected with Helicobacter pylori,the mean duration of the breath test was(14.95±11.87),while among those aged over 61,the mean duration of the breath test was(24.66±22.71).The disparity between the two groups was statistically significant(t =2.643,P=0.009 7).Conclusion Gastric Helicobacter pylori can be detected in individuals of all genders and ages,and it is a primary cause of gastric discomfort.Community-based C13 breath tests can detect the presence of infections of helicobacter py-lori at an early stage.Antibiotics can be administered to treat the infections,thereby reducing the incidence of gastric tumors.
8.Progress of research on the preventive and therapeutic agents against radiation-induced injuries
Junfeng XUE ; Shu SUN ; Yunyun JIANG ; Weili QI ; Wei HU
Chinese Journal of Radiological Health 2024;33(1):106-110
Radiation-induced injury, a body dysfunction caused by irradiation, is associated with the dose, duration, and speed of radiation and is predominantly derived from radiation therapy for patients with malignant tumors. The current clinical treatment mainly includes amelioration of injury, alleviation of symptoms, and improvements in function restoration of the affected sites because of lack of targeted agents specific to radiation-induced injuries. Research and development of preventive and therapeutic agents against radiation-induced injuries are of great significance to reduce the body damages caused by radiotherapy and improve the quality of life of cancer survivors. This review summarizes the radiation-induced injury and its mechanisms, radioprotectants, and therapeutic agents for radiation, and proposes future development directions, so as to provide a reference for alleviation of radiation-induced injury and improvement in prognosis.
9.Joinpoint regression analysis on the epidemiological trend of influenza in Nantong city, Jiangsu province in 2010 - 2022
Junfeng MIAO ; Ye WEI ; Chao BAO
Journal of Public Health and Preventive Medicine 2024;35(4):32-36
Objective To analyze the epidemiological characteristics of influenza in Nantong city, explore its changing trend, and provide evidence for effective prevention and control measures. Methods The incidence data of influenza in Nantong city from 2010 to 2022 were collected and analyzed by descriptive statistical software. Joinpoint regression model was used to analyze the trend of influenza incidence. Results The annual reported incidence of influenza in Nantong city showed an exponential upward trend from 2010 to 2022 (APC=25.25, P=0.002). The annual reported incidence rate of males was higher than that of females, and the incidence trend of both showed an exponential upward trend(Male: APC=24.40, P=0.002; Female: APC=26.11, P=0.002). The seasonal index showed a unimodal distribution, with a peak from December to February of the next year, and the highest value was 2.78 in January. The average annual reported incidence in each age group showed a rapid upward trend from 0 to 7 years old (β1=16.13, P<0.001), a cliff decline from 7 to10 years old (β1=-44.50, P=0.037), and a low slow downward trend from 10 to 45 years old (β1=-0.20, P=0.001), and lower tailing was observed in 45-85 years group (β1=0.04, P=0.162). Conclusion The overall incidence rate of influenza in Nantong City is on the rise. Children under 7 years old are the key protected population. We should control the key season, do a good job of publicity and education, encourage vaccination,and at the same time do a good job in pathogen monitoring, timely pay attention to the situation of epidemic strains, and scientific prevention and control.
10.Study on efficacy and safety of oral mucosal exfoliated cells used in rapid detection of MTHFR C677T gene mutation in patients with hypertension
Jiangli YU ; Bizhen GAO ; Shuyi DANG ; Junfeng WANG ; Yunjie WEI ; Gangyan ZHOU ; Xiao DONG
Chongqing Medicine 2024;53(14):2125-2129
Objective To study the accuracy and safety of oral mucosal exfoliated cell specimens used in the bedside rapid detection of MTHFR C677T genotype by using the fluorescent probe method.Methods The outpatients and inpatients with hypertension visited and admitted in the department of cardiovascular medicine of this hospital from January 2019 to September 2020 were selected.The plasma homocysteine (Hcy) level in all patients was detected in the laboratory,a total of 482 hypertensive patients with Hcy≥10 μmol/L were se-lected,and the oral mucosal cells and whole blood sample were collected in all patients,and the genotypes of the above specimens were detected by the oral mucosal exfoliative cell fluorescent probe method and whole blood sample contrast reagents.If the two test results were inconsistent,the "gold standard" Sanger sequen-cing method was used to detect the whole blood sample for the final determination of MTHFR C677T geno-type.The coincidence rate was compared between the two detection methods,and the probability of adverse e-vents during the samples collection was observed and recorded.The accuracy and safety of fluorescence probe method for detecting MTHFR C677T genotype in the patients with oral mucosa exfoliation was evaluated.Re-sults The oral mucosal exfoliated cell samples and whole blood samples from 482 hypertensive patients were successfully collected,and no obvious adverse reactions occurred during the sampling process.The incidence rate of total mutation of MTHFR C677T gene detected by the fluorescence probe method and contrast reagent all were 73.23% (353/482),the coincidence rate of homozygous wild type (CC type) in MTHFR C677T gene detected by the two methods was 100.00% (95%CI:97.11-100.00),which of heterozygous mutant type (CT type) was 99.14% (95%CI:96.91-99.76),which of homozygous mutant type (TT type) was 99.17%(95%CI:95.47-99.85),the total coincident rate of MTHFR C677T genotype was 99.38% (95%CI:98.19-99.79)and the detection results consistency Kappa value was 0.9902.Conclusion The detection of MTHFR C677T gene mutation in oral mucosal exfoliated cells by fluorescent probe method is simple with less invasion,moreover which is rapid,safe and accurate.


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