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.Expression and clinical significance of ARTN in prostate cancer
Rong LI ; Junfeng JING ; Can WEI
Acta Universitatis Medicinalis Anhui 2026;61(3):448-454
ObjectiveTo explore the clinical significance of artemin (ARTN) expression in prostate cancer (PCa) tissues and its impact on the malignant behavior of PCa cell lines. MethodsImmunohistochemistry was used to detect the expression of ARTN protein in 40 benign prostate tissues and 91 PCa tissues, and its relationship with the clinical and pathological characteristics of PCa was analyzed. PCa stable cell lines with ARTN knockdown were constructed, and the effects of ARTN on the proliferation, migration, and invasion ability of PCa cells were detected via CCK-8 cell proliferation assay and Transwell assay. Western blot assay was used to detect the effect of ARTN on the expression of epithelial-mesenchymal transition (EMT) related markers E-cadherin, N-cadherin, Vimentin, and Snail family transcription inhibitory factor 1 (Snail-1). ResultsARTN was highly expressed in PCa and correlated with Gleason score, local lymph node metastasis, and local nerve invasion (P0.05). Survival analysis showed a statistically significant difference in survival rates between ARTN positive and negative patients (P=0.027). The results of CCK-8 and Transwell assay showed that the knockdown of ARTN could inhibit the proliferation, migration, and invasion ability of PCa cells (all P0.05). Western blot results showed that the knockdown of ARTN upregulated the epithelial marker E-cadherin in PCa cells, while the mesenchymal markers N-cadherin, Snail-1, and Vimentin were downregulated. ConclusionARTN is highly expressed in PCa and can promote the proliferation, migration, invasion ability of PCa cells, as well as increasing EMT levels in PCa cells, suggesting it may be a potential target for the diagnosis and treatment of PCa.
3.Research progress in the objectification of TCM inspection
Xiaoshuo JING ; Yating LIAO ; Jin CAI ; Junfeng YAN
International Journal of Traditional Chinese Medicine 2025;47(11):1633-1638
With the continuous progress of modern science and technology, the research of TCM inspection is gradually moving towards a new stage of objectification and intelligence. By systematically sorting out the key technologies involved in the objectification of inspection and diagnosis, and summarizing its clinical application progress in the three core areas of face diagnosis, tongue diagnosis and visual diagnosis, it is found that the inspection and diagnosis of TCM can not only significantly improve the efficiency and accuracy of clinical diagnosis with the help of modern technology, but also achieve more results in disease differentiation, constitution identification and efficacy evaluation. The key technologies include digital image processing, infrared thermal imaging, spectroscopy, photoelectric volume and artificial intelligence (AI) technology. In terms of clinical application, facial diagnosis focuses on image and infrared thermography feature analysis, tongue diagnosis involves image, spectral feature research and AI model construction, and eye diagnosis focuses on white eye collaterals extraction, fundus sign analysis and eye movement information research. However, there are still some problems, such as imperfect standardization system, bottleneck of multi-modal fusion and interpretation, insufficient clinical verification and practicability. In the future, the deep integration of TCM observation and modern science and technology should be promoted by means of technological integration and innovation and strengthening interdisciplinary cooperation, so as to help the modernization of TCM diagnosis.
4.Research on the relationship between the Myers-Briggs Type Indicator personality traits and empathy among medical students:the mediating role of emotional regulation
Junfeng LIANG ; Dan SUN ; Xianliang XU ; Kexin YUAN ; Yanting SUN ; Renjuan CHEN ; Jing FU
Chinese Medical Ethics 2025;38(8):1059-1067
Objective:To investigate the relationship between the Myers-Briggs Type Indicator(MBTI)personality traits,empathy ability,and emotion regulation among medical students,and to advocate for medical students to conduct in-depth self-analysis using MBTI,and to enhance their empathy ability in a targeted manner,thereby more effectively building harmonious doctor-patient relationships.Methods:A total of 664 medical students were investigated using the MBTI,the Chinese version of the Emotion Regulation Questionnaire(ERQ),and the Chinese version of the Interpersonal Reactivity Index(IRI).The mediation analysis in SPSSAU employed the product coefficient test method,utilizing Bootstrap sampling for data analysis.Results:The MBTI personality traits of medical students were generally inclined to Introversion-Sensing-Thinking-Judging(ISTJ).Medical students tended to use cognitive reappraisal,and the level of empathy needed to be strengthened.Males exhibited higher expressive inhibition than females,while females experienced greater personal distress than males.Expressive inhibition was also higher in only children compared to non-only children,and only children showed lower emotional empathy than non-only children.Cognitive reappraisal played a partial mediating role in the relationship between introverted/extraverted personality traits and personal distress among medical students(mediating effect=-0.017,accounting for 14.217%of the total effect),and a complete mediating effect between introverted/extraverted personality traits and emotional empathy(mediating effect=0.024,accounting for 100%of the total effect).Cognitive reappraisal partially mediated the relationship between life attitude orientation and emotional empathy(mediating effect=0.017,accounting for 15.727%of the total effect),and served as a partial mediator in the relationship between life attitude orientation and cognitive empathy(mediating effect=0.171,accounting for 25.827%of the total effect).Conclusion:Cognitive reappraisal has a mediating effect on the relationship between medical students'MBTI personality traits and empathy,guiding medical students to improve empathy abilities using cognitive reappraisal.Medical students can further understand their strengths and weaknesses by identifying their MBTI types,and improve their empathy ability in a targeted manner,to better adapt to future medical work.
5.Exploration on the Current Situation and Strategy of the Research on the Objectification of Eye Diagnosis Based on the TCM Theory of"Syndrome Differentiation by Observing the Eyes"
Xiaoshuo JING ; Zhihua WEN ; Qinghua PENG ; Junfeng YAN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):13-18
As an important part of TCM diagnosis,eye diagnosis is of great significance and value in identifying the symptoms of diseases and predicting the regression of diseases.With the progress of science and technology,the research on"syndrome differentiation by observing the eyes"is gradually converging towards digitalization,standardization and objectification.Based on the theoretical foundation of"syndrome differentiation by observing the eyes",this article reviewed the modern clinical applications of objectifying eye diagnosis from aspects such as observing the scleral vessels,observing fundus signs,and observing eye movement information,and found that modern technological means such as eye diagnostic instrument,eye movement instrument and artificial intelligence algorithms have provided accurate and objective diagnostic bases for TCM syndrome differentiation by observing the eyes to identify the syndrome and have greatly promoted the development of the objectification of eye diagnosis.However,the objective application of eye diagnosis still faces challenges related to technology,data and standardization,calling for further in-depth research and the establishment of unified standards.Exploring the current research status and strategies can provide theoretical references for the objectification of TCM eye diagnosis and the improvement of clinical visual diagnosis accuracy.
6.Application of 3D digital hologram and intraoperative navigation technology in laparoscopic partial nephrectomy
Cunyao LI ; Xiaoliang YANG ; Can WEI ; Wei QI ; Junfeng JING ; Yanbin ZHANG
The Journal of Practical Medicine 2025;41(14):2191-2198
Objective To evaluate the feasibility and effectiveness of 3D digital holographic imaging combined with intraoperative navigation technology in the context of partial nephrectomy.Methods A total of 46 patients who underwent laparoscopic partial nephrectomy in the Department of Urology at the Second People's Hospital of Hefei City between June 2023 and January 2025 were randomly assigned to either the experimental group or the control group.The experimental group(n=23)utilized preoperative planning and intraoperative real-time navigation based on 3D digital holographic imaging,whereas the control group(n=23)relied on preoperative planning using optimized two-dimensional images obtained via contrast-enhanced CT and MRI scans.Preoperative data—including gender,age,body mass index(BMI),tumor diameter,and RENAL score—were collected.Intra-operative parameters such as total operative time,warm ischemia time,intraoperative blood loss,hemoglobin levels,postoperative hospitalization duration,and time to drain removal were recorded.Renal function changes were assessed by comparing serum creatinine levels and estimated glomerular filtration rates(eGFR)before surgery and one month post-surgery.Additionally,the incidence of intraoperative complications—particularly injury to the renal collecting system—and postoperative complications—including positive surgical margins,bleeding,subcutaneous emphysema,and urinary fistula—was analyzed.Results In this study,holographic images were successfully reconstructed for 23 patients with renal tumors in the experimental group.Each anatomical structure—including the kidney and tumor lesions,collecting system,renal arteries and veins,adrenal glands,and inferior vena cava—was color-coded to enable intuitive visualization.These images were used for preoperative planning and provided real-time spatial orientation to accurately locate and guide resection of the tumor during surgery.In the control group,23 patients underwent preoperative planning based on contrast-enhanced CT and MRI scans acquired using optimized parameters.All 46 patients underwent laparoscopic partial nephrectomy performed by the same qualified surgeon,and postoperative pathological analysis confirmed renal tumors,including 27 cases of clear cell carcinoma,7 cases of chromophobe cell carcinoma,5 cases of papillary cell carcinoma,2 cases of sarcomatoid carcinoma,and 5 cases of angiomyolipoma.No significant differences were observed in baseline clinical characteristics(including age,body mass index,tumor diameter,and RENAL score)between the two groups(P>0.05).The experimental group showed significantly lower values in total operative time,warm ischemia time,intraoperative blood loss,pre-to postoperative hemoglobin changes,and pre-surgical to one-month post-surgical creatinine changes compared to the control group(P<0.01).Additionally,the experimental group exhibited smaller changes in hospitalization duration,time to drain removal,and glomerular filtration rate from preoperative to one month post-surgery;however,these differences were not statistically significant(P=0.175,P=0.331,and P=0.273).There were no intraop-erative complications or damage to the collecting system in either the experimental or control groups.Postopera-tively,the control group experienced one case of positive surgical margin,one case of hemorrhage,and one case of subcutaneous emphysema.No statistically significant differences were observed between the groups(P>0.05).Conclusions 3D digital holographic imaging combined with intraoperative navigation technology,based on the fusion of MRI and CT data,facilitates preoperative planning and precise intraoperative guidance.This approach helps reduce operative time,preserve renal function,and lower perioperative risks while ensuring therapeutic efficacy.
7.Application of 3D digital hologram and intraoperative navigation technology in laparoscopic partial nephrectomy
Cunyao LI ; Xiaoliang YANG ; Can WEI ; Wei QI ; Junfeng JING ; Yanbin ZHANG
The Journal of Practical Medicine 2025;41(14):2191-2198
Objective To evaluate the feasibility and effectiveness of 3D digital holographic imaging combined with intraoperative navigation technology in the context of partial nephrectomy.Methods A total of 46 patients who underwent laparoscopic partial nephrectomy in the Department of Urology at the Second People's Hospital of Hefei City between June 2023 and January 2025 were randomly assigned to either the experimental group or the control group.The experimental group(n=23)utilized preoperative planning and intraoperative real-time navigation based on 3D digital holographic imaging,whereas the control group(n=23)relied on preoperative planning using optimized two-dimensional images obtained via contrast-enhanced CT and MRI scans.Preoperative data—including gender,age,body mass index(BMI),tumor diameter,and RENAL score—were collected.Intra-operative parameters such as total operative time,warm ischemia time,intraoperative blood loss,hemoglobin levels,postoperative hospitalization duration,and time to drain removal were recorded.Renal function changes were assessed by comparing serum creatinine levels and estimated glomerular filtration rates(eGFR)before surgery and one month post-surgery.Additionally,the incidence of intraoperative complications—particularly injury to the renal collecting system—and postoperative complications—including positive surgical margins,bleeding,subcutaneous emphysema,and urinary fistula—was analyzed.Results In this study,holographic images were successfully reconstructed for 23 patients with renal tumors in the experimental group.Each anatomical structure—including the kidney and tumor lesions,collecting system,renal arteries and veins,adrenal glands,and inferior vena cava—was color-coded to enable intuitive visualization.These images were used for preoperative planning and provided real-time spatial orientation to accurately locate and guide resection of the tumor during surgery.In the control group,23 patients underwent preoperative planning based on contrast-enhanced CT and MRI scans acquired using optimized parameters.All 46 patients underwent laparoscopic partial nephrectomy performed by the same qualified surgeon,and postoperative pathological analysis confirmed renal tumors,including 27 cases of clear cell carcinoma,7 cases of chromophobe cell carcinoma,5 cases of papillary cell carcinoma,2 cases of sarcomatoid carcinoma,and 5 cases of angiomyolipoma.No significant differences were observed in baseline clinical characteristics(including age,body mass index,tumor diameter,and RENAL score)between the two groups(P>0.05).The experimental group showed significantly lower values in total operative time,warm ischemia time,intraoperative blood loss,pre-to postoperative hemoglobin changes,and pre-surgical to one-month post-surgical creatinine changes compared to the control group(P<0.01).Additionally,the experimental group exhibited smaller changes in hospitalization duration,time to drain removal,and glomerular filtration rate from preoperative to one month post-surgery;however,these differences were not statistically significant(P=0.175,P=0.331,and P=0.273).There were no intraop-erative complications or damage to the collecting system in either the experimental or control groups.Postopera-tively,the control group experienced one case of positive surgical margin,one case of hemorrhage,and one case of subcutaneous emphysema.No statistically significant differences were observed between the groups(P>0.05).Conclusions 3D digital holographic imaging combined with intraoperative navigation technology,based on the fusion of MRI and CT data,facilitates preoperative planning and precise intraoperative guidance.This approach helps reduce operative time,preserve renal function,and lower perioperative risks while ensuring therapeutic efficacy.
8.Exploration on the Current Situation and Strategy of the Research on the Objectification of Eye Diagnosis Based on the TCM Theory of"Syndrome Differentiation by Observing the Eyes"
Xiaoshuo JING ; Zhihua WEN ; Qinghua PENG ; Junfeng YAN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):13-18
As an important part of TCM diagnosis,eye diagnosis is of great significance and value in identifying the symptoms of diseases and predicting the regression of diseases.With the progress of science and technology,the research on"syndrome differentiation by observing the eyes"is gradually converging towards digitalization,standardization and objectification.Based on the theoretical foundation of"syndrome differentiation by observing the eyes",this article reviewed the modern clinical applications of objectifying eye diagnosis from aspects such as observing the scleral vessels,observing fundus signs,and observing eye movement information,and found that modern technological means such as eye diagnostic instrument,eye movement instrument and artificial intelligence algorithms have provided accurate and objective diagnostic bases for TCM syndrome differentiation by observing the eyes to identify the syndrome and have greatly promoted the development of the objectification of eye diagnosis.However,the objective application of eye diagnosis still faces challenges related to technology,data and standardization,calling for further in-depth research and the establishment of unified standards.Exploring the current research status and strategies can provide theoretical references for the objectification of TCM eye diagnosis and the improvement of clinical visual diagnosis accuracy.
9.Research on the relationship between the Myers-Briggs Type Indicator personality traits and empathy among medical students:the mediating role of emotional regulation
Junfeng LIANG ; Dan SUN ; Xianliang XU ; Kexin YUAN ; Yanting SUN ; Renjuan CHEN ; Jing FU
Chinese Medical Ethics 2025;38(8):1059-1067
Objective:To investigate the relationship between the Myers-Briggs Type Indicator(MBTI)personality traits,empathy ability,and emotion regulation among medical students,and to advocate for medical students to conduct in-depth self-analysis using MBTI,and to enhance their empathy ability in a targeted manner,thereby more effectively building harmonious doctor-patient relationships.Methods:A total of 664 medical students were investigated using the MBTI,the Chinese version of the Emotion Regulation Questionnaire(ERQ),and the Chinese version of the Interpersonal Reactivity Index(IRI).The mediation analysis in SPSSAU employed the product coefficient test method,utilizing Bootstrap sampling for data analysis.Results:The MBTI personality traits of medical students were generally inclined to Introversion-Sensing-Thinking-Judging(ISTJ).Medical students tended to use cognitive reappraisal,and the level of empathy needed to be strengthened.Males exhibited higher expressive inhibition than females,while females experienced greater personal distress than males.Expressive inhibition was also higher in only children compared to non-only children,and only children showed lower emotional empathy than non-only children.Cognitive reappraisal played a partial mediating role in the relationship between introverted/extraverted personality traits and personal distress among medical students(mediating effect=-0.017,accounting for 14.217%of the total effect),and a complete mediating effect between introverted/extraverted personality traits and emotional empathy(mediating effect=0.024,accounting for 100%of the total effect).Cognitive reappraisal partially mediated the relationship between life attitude orientation and emotional empathy(mediating effect=0.017,accounting for 15.727%of the total effect),and served as a partial mediator in the relationship between life attitude orientation and cognitive empathy(mediating effect=0.171,accounting for 25.827%of the total effect).Conclusion:Cognitive reappraisal has a mediating effect on the relationship between medical students'MBTI personality traits and empathy,guiding medical students to improve empathy abilities using cognitive reappraisal.Medical students can further understand their strengths and weaknesses by identifying their MBTI types,and improve their empathy ability in a targeted manner,to better adapt to future medical work.
10.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.

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