1.QingNangTCM: a parameter-efficient fine-tuning large language model for traditional Chinese medicine
Xuming TONG ; Liyan LIU ; Yanhong YUAN ; Xiaozheng DING ; Huiru JIA ; Xu YANG ; Sio Kei IM ; Mini Han WANG ; Zhang XIONH ; Yapeng WANG
Digital Chinese Medicine 2026;9(1):1-12
Objective:
To develop QingNangTCM, a specialized large language model (LLM) tailored for expert-level traditional Chinese medicine (TCM) question-answering and clinical reasoning, addressing the scarcity of domain-specific corpora and specialized alignment.
Methods:
We constructed QnTCM_Dataset, a corpus of 100 000 entries, by integrating data from ShenNong_TCM_Dataset and SymMap v2.0, and synthesizing additional samples via retrieval-augmented generation (RAG) and persona-driven generation. The dataset comprehensively covers diagnostic inquiries, prescriptions, and herbal knowledge. Utilizing P-Tuning v2, we fine-tuned the GLM-4-9B-Chat backbone to develop QingNangTCM. A multi-dimensional evaluation framework, assessing accuracy, coverage, consistency, safety, professionalism, and fluency, was established using metrics such as bilingual evaluation understudy (BLEU), recall-oriented understudy for gisting evaluation (ROUGE), metric for evaluation of translation with explicit ordering (METEOR), and LLM-as-a-Judge with expert review. Qualitative analysis was conducted across four simulated clinical scenarios: symptom analysis, disease treatment, herb inquiry, and failure cases. Baseline models included GLM-4-9B-Chat, DeepSeek-V2, HuatuoGPT-II (7B), and GLM-4-9B-Chat (freeze-tuning).
Results:
QingNangTCM achieved the highest scores in BLEU-1/2/3/4 (0.425/0.298/0.137/0.064), ROUGE-1/2 (0.368/0.157), and METEOR (0.218), demonstrating a balanced and superior normalized performance profile of 0.900 across the dimensions of accuracy, coverage, and consistency. Although its ROUGE-L score (0.299) was lower than that of HuatuoGPT-II (7B) (0.351), it significantly outperformed domain-specific models in expert-validated win rates for professionalism (86%) and safety (73%). Qualitative analysis confirmed that the model strictly adheres to the “symptom-syndrome-pathogenesis-treatment” reasoning chain, though occasional misclassifications and hallucinations persisted when dealing with rare medicinal materials and uncommon syndromes.
Conclusion
Combining domain-specific corpus construction with parameter-efficient prompt tuning enhances the reasoning behavior and domain adaptation of LLMs for TCM-related tasks. This work provides a technical framework for the digital organization and intelligent utilization of TCM knowledge, with potential value for supporting diagnostic reasoning and medical education.
2.Application and Value of Authentication Methods in the Study on Traditional Chinese Medicine Classics
Lufeng ZHENG ; Zheng GE ; Xiang LI ; Guangkun CHEN ; Fanglin HU ; Yanhong YANG ; Hongtao LI
Journal of Traditional Chinese Medicine 2026;67(4):349-354
This paper systematically reviewed the concept of authentication studies on traditional Chinese medicine (TCM) classics and the research achievements of scholars across historical and contemporary periods. We categorized the authentication studies on TCM classics into four types, including work-oriented authentication research, metho-dological studies on authentication, extended authentication research, and single-book authentication. Multiple methods were applied comprehensively, including investigating bibliographic documents of successive dynasties, analyzing the academic contents of medical books, studying the textual characteristics of medical books, examining the cited references in medical books, verifying the biographies of authors, and analyzing the interpolations and accretions in medical books, to distinguish the authenticity of TCM classics. The academic value of authenticity identification of TCM classics is concluded in three aspects,i.e. it serves as an important means to distinguish authenticity from falsehood in TCM classics, an important guarantee for inheriting the essence of TCM literature, and a key to unlocking the academic treasure trove of TCM classics and achieving inheritance-based innovation, which will lay a solid documentary foundation for constructing identification methodologies and standardized systems.
3.Mechanism of Shenfukang capsule in ameliorating renal interstitial fibrosis by regulating cellular crosstalk via the STAT3/YAP pathway
Wei DU ; Yufang YANG ; Yanhong LIAO ; Xiaoqin ZOU ; Zhiwei LIANG ; Xiangqian FENG ; Xiaobin ZHONG
China Pharmacy 2026;37(12):1547-1552
OBJECTIVE To investigate the mechanism by which Shenfukang capsule (SFK) ameliorates renal interstitial fibrosis (RIF) by regulating macrophage-fibroblast crosstalk via the signal transducer and activator of transcription 3 (STAT3)/Yes-associated protein (YAP) pathway. METHODS RAW264.7 macrophages were induced to polarize with transforming growth factor-β 1 (TGF-β 1 ). Subsequently, a non-contact co-culture system of macrophages with renal fibroblasts NRK-49F, as well as a non-contact co-culture system of macrophages with YAP-knockdown renal fibroblasts, were established. Cells were treated with low, medium, and high concentrations (4, 8, 16 μg/mL) of SFK, as well as a STAT3 inhibitor (STAT3-I,1.64 μg/mL) and losartan potassium tablets (positive control, 0.28 μg/mL), for 48 h. After intervention, the protein and mRNA expression levels of CD86, CD163, and STAT3 in macrophages, as well as CD86, F4/80, and STAT3 mRNA, were detected. In co-cultured renal fibroblasts, the protein and mRNA expression levels of α -smooth muscle actin ( α -SMA), Vimentin, collagen type Ⅰ (Col-Ⅰ), matrix metalloproteinase-1 (MMP-1), and YAP were detected. In co-cultured YAP-knockdown renal fibroblasts, the protein and mRNA expression levels of α -SMA, Vimentin, and MMP-1 were also detected. RESULTS Following TGF-β 1 induction, the protein expression levels of CD86, CD163, and STAT3, as well as the mRNA expression levels of CD86, F4/80, and STAT3 in macrophages were significantly increased ( P <0.05). The conditioned medium from polarized macrophages activated renal fibroblasts, as evidenced by significantly increased protein and mRNA expression levels of α -SMA, Vimentin, Col-Ⅰ, and YAP, and significantly decreased protein and mRNA expression levels of MMP-1 in renal fibroblasts ( P <0.05). Treatment with SFK and STAT3-I reversed the changes in the above indicators, with the medium concentration SFK group showing stronge r effects on some indicators than the low and high concentration groups. In the non-contact co-culture experiment of macrophages and YAP-knockdown renal fibroblasts, there were no statistically significant differences in the protein and mRNA expression of α-SMA, Vimentin, and MMP-1 among the groups. CONCLUSIONS SFK can inhibit macrophage-renal fibroblast crosstalk by blocking the STAT3/YAP pathway, thereby delaying the progression of RIF.
4.Application effects of different doses of bupivacaine liposome in posterior quadratus lumborum block for post-operative analgesia after cesarean section
Lan CHEN ; Yiping BAI ; Yanhong XIE ; Junyue CHEN ; Jing YANG
China Pharmacy 2025;36(18):2291-2296
OBJECTIVE To explore the efficacy and safety of different doses of bupivacaine liposome (referred to as “LB”) in posterior quadratus lumborum block (QLB) for postoperative analgesia in patients undergoing cesarean section (CS). METHODS In prospective research method, a total of 168 patients undergoing CS admitted to Chongzhou Maternal and Child Health Hospital from June to December 2024 were randomly divided into LB1 group, LB2 group, and LB3 group (LB of 199, 133 and 67 mg, respectively) according to the random number sorting method, with 56 cases in each group. All patients underwent CS after combined spinal-epidural anesthesia, and received patient-controlled intravenous analgesia and bilateral posterior QLB with different doses of LB after the operation. Visual analogue scale score, Ramsay sedation score, the presence of postoperative block planes and muscle strength classification were observed in the three groups of patients at 6, 12, 24, 48 and 72 hours after the operation. The time of the first compression of the analgesic pump, the dosage of sufentanil and butorphanol within 72 hours after surgery, the number of compressions of the analgesic pump, the analgesic rescue rate, the time of initiating lactation, the score of neonatal behavioral neurological assessment (NBNA), the time of postoperative exhaust, the indwelling time of urinary catheter, the length of hospital stay, and the total satisfaction at 72 hours after surgery were compared. The occurrence of adverse reactions within 72 hours after the operation was recorded. RESULTS The resting and motor pain scores, the dosage of sufentanil and butorphanol within 72 hours after surgery, the number of compressions of the analgesic pump, the analgesic rescue rate, and the time of initiating lactation at 6, 12, 24, 48 and 72 hours after surgery in the LB1 group and the LB2 group were significantly lower or shorter than those in the LB3 group(P<0.05). The proportion of postoperative block planes at 24, 48 and 72 hours after surgery, the time of the first compression of the analgesic pump and the total satisfaction in the LB1 group and the LB2 group were significantly higher or longer than those in the LB3 group(P<0.05). The proportion of patients with muscle strength≤grade 3 at 6 hours after surgery in the LB1 group was significantly higher than that in the LB2 and the LB3 groups (P<0.05). There were no statistically significant differences in the Ramsay sedation scores at each time point after surgery, NBNA scores, postoperative exhaust time, urinary catheter indwelling time, the length of hospital stay, as well as the occurrence of adverse reactions among the 3 groups (P>0.05). CONCLUSIONS Compared with 67 mg of LB, 199 mg and 133 mg of LB can improve the postoperative analgesic effect and total satisfaction of CS patients undergoing posterior QLB, reduce the use of postoperative analgesic drugs, and shorten the time to start lactation. Compared with 199 mg and 133 mg of LB, 67 mg of LB has a smaller impact on the motor function of CS patients. All three doses of LB had no significant effect on the neurobehavioral abilities of newborns, and demonstrated comparable sedative efficacy and safety.
5.Association between body mass index and physical fitness index of freshman students in Ningxia universities
ZHU Huarui, LIU Jing, NIU Gentian, ZHANG Yanhong, DU Pengying, MA Weiping, YANG Yang, ZHANG Ling
Chinese Journal of School Health 2025;46(10):1484-1488
Objective:
To understand current state of physical health levels of first year students in different body mass index (BMI) categories in Ningxia universities, and to explore the correlation between BMI and physical fitness index (PFI), so as to provide a reference for enhancing physical health levels of university students.
Methods:
In November 2024, physical fitness test data from 16 631 first year students across four universities in Yinchuan City, Ningxia from 2019 to 2023 were collected by adopting convenience and stratified cluster random sampling methods. The PFI was calculated using the Z score of the physical fitness test results, and a nonlinear quadratic model was established via least squares regression to examine the relationship between BMI and PFI among university students.
Results:
The BMI for males was (21.69±3.53)kg/m 2, while for females was (20.78±2.94)kg/m 2. The composite score for males physical fitness (69.86±9.25) was lower than that for females (72.24± 8.15 ), with a statistically significant difference ( t =-17.54, P <0.01). Moreover, the failure rates of various physical fitness indicators (vital capacity, sit and reach, standing long jump, pull ups/1 minute sit ups, 1 000 m/800 m run) were higher among males than females ( χ 2=103.48, 72.45, 14.38, 5 134.85, 188.89, all P <0.01). Comparisons across BMI categories revealed that among males, the normal weight group outperformed other groups in the 50 m sprint, standing long jump, 1 000 m sprint, composite score, and PFI ( F =89.17, 113.90, 179.02, 573.35, 593.08); among female students, the normal weight group outperformed other groups in the 50 m sprint, sit and reach, 800 m run, composite score, and PFI ( F =10.67, 19.58 , 96.45, 294.05, 183.45) (all P <0.01). The relationship between BMI and PFI among first year students exhibited a parabolic change trend, students with a moderate BMI demonstrated higher PFI, and as BMI increased, PFI decreased (all P <0.01).
Conclusions
The physical health level of male students in Ningxia universities is lower than that of female students. There is a correlation between BMI classification and PFI. Tailored intervention measures should be implemented according to the physical characteristics of students across different genders and BMI classifications to enhance university students physical health.
6.COVID-19 outcomes in patients with pre-existing interstitial lung disease: A national multi-center registry-based study in China.
Xinran ZHANG ; Bingbing XIE ; Huilan ZHANG ; Yanhong REN ; Qun LUO ; Junling YANG ; Jiuwu BAI ; Xiu GU ; Hong JIN ; Jing GENG ; Shiyao WANG ; Xuan HE ; Dingyuan JIANG ; Jiarui HE ; Sa LUO ; Shi SHU ; Huaping DAI
Chinese Medical Journal 2025;138(9):1126-1128
7.Impact of lower limb weight bearing line ratio on motor function recovery after high tibial osteotomy.
Zhaoqi LI ; Weiyi YANG ; Jianke PAN ; Yanhong HAN
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(11):1435-1440
OBJECTIVE:
To determine the impact of the lower limb weight bearing line ratio (WBLR) on motor function recovery after high tibial osteotomy (HTO).
METHODS:
A retrospective analysis was conducted on 55 patients with unilateral compartment knee osteoarthritis who underwent open-wedge HTO between August 2020 and October 2023 and met the selection criteria. Based on the postoperative Lysholm score, patients were divided into two groups: the good knee function group (Lysholm score≥90, group A) and the poor knee function group (Lysholm score<90, group B). Lysholm score, American Knee Society (AKS) score, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) score, and visual analogue scale (VAS) score for pain were compared between the two groups. Univariate analysis was performed on baseline data including gender, age, body mass index (BMI), affected side, disease duration, Kellgren-Lawrence grade, and radiographic parameters [preoperative and postoperative medial proximal tibial angle, lateral distal femoral angle, femoral-tibial angle, hip-knee-ankle angle (HKA), WBLR, posterior tibial slope angle, and joint line convergence angle] to identify factors influencing functional recovery. Multivariate logistic regression analysis was further used to identify independent factors. Additionally, receiver operating characteristic (ROC) curve analysis was employed to determine the optimal cut-off value of postoperative WBLR for predicting motor function recovery, and the area under curve (AUC) was calculated to assess diagnostic performance.
RESULTS:
All 55 patients were followed up 10-14 months (mean, 11.8 months). According to the postoperative Lysholm score, there were 30 patients in group A and 25 in group B. All postoperative clinical scores in group A were significantly better than those in group B ( P<0.05). Univariate analysis indicated that age, BMI, postoperative HKA, and postoperative WBLR were influencing factors for motor function recovery ( P<0.1). Further multivariate logistic regression analysis identified a postoperative WBLR≤55.5% as an independent factor influencing motor function recovery ( P<0.05). ROC curve analysis yielded an AUC of 0.788 and determined the optimal postoperative WBLR cut-off value for predicting motor function recovery to be 55.5% ( P<0.001).
CONCLUSION
A postoperative WBLR of 55.5% is associated with optimal motor function recovery after HTO.
Humans
;
Male
;
Female
;
Osteotomy/methods*
;
Retrospective Studies
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Tibia/surgery*
;
Recovery of Function
;
Middle Aged
;
Osteoarthritis, Knee/physiopathology*
;
Weight-Bearing
;
Knee Joint/surgery*
;
Lower Extremity
;
Aged
;
Adult
;
Treatment Outcome
8.Erratum: Author correction to "SHP2 inhibition triggers anti-tumor immunity and synergizes with PD-1 blockade" Acta Pharm Sin B 9 (2019) 304-315.
Mingxia ZHAO ; Wenjie GUO ; Yuanyuan WU ; Chenxi YANG ; Liang ZHONG ; Guoliang DENG ; Yuyu ZHU ; Wen LIU ; Yanhong GU ; Yin LU ; Lingdong KONG ; Xiangbao MENG ; Qiang XU ; Yang SUN
Acta Pharmaceutica Sinica B 2025;15(5):2810-2812
[This corrects the article DOI: 10.1016/j.apsb.2018.08.009.].
9.Analysis of clinical applicability and implementation of expert consensus on the implementation and removal of protective restraints in psychiatry
Jianing GU ; Dongmei XU ; Jing SHAO ; Jing GAO ; Zhuang CAI ; Yanhua QU ; Xiaolu YE ; Mengqian ZHANG ; Dongli MEI ; Yanhong ZHANG ; Bo YANG ; Gen CHENG ; Lina WANG ; Junrong YE ; Ruiyue LIN ; Yongling ZHOU ; Runjuan MA
Chinese Journal of Nursing 2025;60(11):1359-1365
Objective To understand the clinical applicability and implementation of expert consensus on the implementation and removal of protective restraints in psychiatry,and to provide references for promoting the standardized practice of psychiatric protective restraints and updating the consensus.Methods By the convenience sampling method,a questionnaire survey was conducted among nurses from 480 hospitals in 30 provinces from June 15 to July 15,2024.The survey was conducted using the instrument for evaluating clinical applicability of guide-lines(version 2.0)and a self-compiled questionnaire on the clinical implementation of the restraint consensus.Results A total of 7,844 valid questionnaires were collected,with a valid questionnaire recovery rate of 93.78%.The results of clinical applicability scoring showed that the consensus had the lowest availability score(64.72%)and the highest acceptability score(76.74%).The results showed that nurses' receiving training and the level of their hospitals were the main influencing factors for scores in various dimensions(P<0.05).4,774 participants(87.42%)believed that the application of consensus could enhance the standardization of nurses' restraint operations.The safety rate of the restraint consensus was 79.51%,and the economic ratio was 76.87%.Among the evaluators,1,739(22.17%)believed that there were implementation obstacles in the consensus.Conclusion The clinical applicability of the consensus is relatively good,and the application of the consensus helps to improve the standardization of clinical operations.In the future,efforts should be made to strengthen the promotion and training of the consensus,develop hierarchical promotion strategies according to the characteristics of medical institutions,and improve the quality of evidence for the consensus,so as to further enhance the clinical application effect of the consensus.
10.Correlation between serum MIF,25(OH)D and cognitive function in patients with vestibular migraine
Xiao JIN ; Yanhong WANG ; Lianqi YANG ; Dong ZHANG ; Yong LI ; Zhihua REN ; Caihong WANG
Tianjin Medical Journal 2025;53(11):1175-1179
Objective To explore the correlation between serum macrophage migration inhibitory factor(MIF),25-hydroxyvitamin D[25(OH)D]and cognitive function in patients with vestibular migraine(VM).Methods A total of 200 patients with VM were selected and used as the VM group.Based on the Montreal Cognitive Assessment(MoCA)criteria,patients were divided into the cognitively normal group(128 cases)and the cognitively impaired group(72 cases).Additionally,200 healthy individuals undergoing routine health examination were selected as the control group.Serum MIF and 25(OH)D levels were measured using enzyme-linked immunosorbent assay.Multivariate Logistic regression was used to analyze influencing factors of cognitive impairment in VM patients.The value of serum MIF and 25(OH)D levels in diagnosing cognitive impairment in patients with VM was analyzed by using the receiver operating characteristic(ROC)curve.Results The serum MIF was higher in the VM group than that of the control group,and serum 25(OH)D was lower in the VM group(P<0.05).The serum MIF was higher in the cognitive impairment group than that of the cognitive normal group,while the serum 25(OH)D was lower in the cognitive impairment group than that of the cognitive normal group(P<0.05).Multivariate Logistic regression found that increased serum MIF level and decreased 25(OH)D level were independent risk factors for cognitive impairment in VM patients(P<0.05).ROC curve analysis showed that the AUC(95%CI)of the combined diagnosis of cognitive impairment in VM patients using serum MIF and 25(OH)D levels was 0.900(0.850-0.938),which was higher than that of MIF diagnosed alone[0.797(0.735-0.851)]and 25(OH)D alone[0.817(0.756-0.868),P<0.05].Conclusion VM patients with cognitive impairment have elevated serum MIF levels and decreased 25(OH)D levels.The combined diagnostic value of the two markers has a relatively high value for VM patients with cognitive impairment.


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