1.Construction and Validation of a Large Language Model-Based Intelligent Pre-Consultation System for Traditional Chinese Medicine
Yiqing LIU ; Ying LI ; Hongjun YANG ; Linjing PENG ; Nanxing XIAN ; Kunning LI ; Qiwei SHI ; Hengyi TIAN ; Lifeng DONG ; Lin WANG ; Yuping ZHAO
Journal of Traditional Chinese Medicine 2025;66(9):895-900
ObjectiveTo construct a large language model (LLM)-based intelligent pre-consultation system for traditional Chinese medicine (TCM) to improve efficacy of clinical practice. MethodsA TCM large language model was fine-tuned using DeepSpeed ZeRO-3 distributed training strategy based on YAYI 2-30B. A weighted undirected graph network was designed and an agent-based syndrome differentiation model was established based on relationship data extracted from TCM literature and clinical records. An agent collaboration framework was developed to integrate the TCM LLM with the syndrome differentiation model. Model performance was comprehensively evaluated by Loss function, BLEU-4, and ROUGE-L metrics, through which training convergence, text generation quality, and language understanding capability were assessed. Professional knowledge test sets were developed to evaluate system proficiency in TCM physician licensure content, TCM pharmacist licensure content, TCM symptom terminology recognition, and meridian identification. Clinical tests were conducted to compare the system with attending physicians in terms of diagnostic accuracy, consultation rounds, and consultation duration. ResultsAfter 100 000 iterations, the training loss value was gradually stabilized at about 0.7±0.08, indicating that the TCM-LLM has been trained and has good generalization ability. The TCM-LLM scored 0.38 in BLEU-4 and 0.62 in ROUGE-L, suggesting that its natural language processing ability meets the standard. We obtained 2715 symptom terms, 505 relationships between diseases and syndromes, 1011 relationships between diseases and main symptoms, and 1 303 600 relationships among different symptoms, and constructed the Agent of syndrome differentiation model. The accuracy rates in the simulated tests for TCM practitioners, licensed pharmacists of Chinese materia medica, recognition of TCM symptom terminology, and meridian recognition were 94.09%, 78.00%, 87.50%, and 68.80%, respectively. In clinical tests, the syndrome differentiation accuracy of the system reached 88.33%, with fewer consultation rounds and shorter consultation time compared to the attending physicians (P<0.01), suggesting that the system has a certain pre- consultation ability. ConclusionThe LLM-based intelligent TCM pre-diagnosis system could simulate diagnostic thinking of TCM physicians to a certain extent. After understanding the patients' natural language, it collects all the patient's symptom through guided questioning, thereby enhancing the diagnostic and treatment efficiency of physicians as well as the consultation experience of the patients.
2.Expert Consensus on Clinical Application of Qinbaohong Zhike Oral Liquid in Treatment of Acute Bronchitis and Acute Attack of Chronic Bronchitis
Jian LIU ; Hongchun ZHANG ; Chengxiang WANG ; Hongsheng CUI ; Xia CUI ; Shunan ZHANG ; Daowen YANG ; Cuiling FENG ; Yubo GUO ; Zengtao SUN ; Huiyong ZHANG ; Guangxi LI ; Qing MIAO ; Sumei WANG ; Liqing SHI ; Hongjun YANG ; Ting LIU ; Fangbo ZHANG ; Sheng CHEN ; Wei CHEN ; Hai WANG ; Lin LIN ; Nini QU ; Lei WU ; Dengshan WU ; Yafeng LIU ; Wenyan ZHANG ; Yueying ZHANG ; Yongfen FAN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):182-188
The Expert Consensus on Clinical Application of Qinbaohong Zhike Oral Liquid in Treatment of Acute Bronchitis and Acute Attack of Chronic Bronchitis (GS/CACM 337-2023) was released by the China Association of Chinese Medicine on December 13th, 2023. This expert consensus was developed by experts in methodology, pharmacy, and Chinese medicine in strict accordance with the development requirements of the China Association of Chinese Medicine (CACM) and based on the latest medical evidence and the clinical medication experience of well-known experts in the fields of respiratory medicine (pulmonary diseases) and pediatrics. This expert consensus defines the application of Qinbaohong Zhike oral liquid in the treatment of cough and excessive sputum caused by phlegm-heat obstructing lung, acute bronchitis, and acute attack of chronic bronchitis from the aspects of applicable populations, efficacy evaluation, usage, dosage, drug combination, and safety. It is expected to guide the rational drug use in medical and health institutions, give full play to the unique value of Qinbaohong Zhike oral liquid, and vigorously promote the inheritance and innovation of Chinese patent medicines.
3.Pharmacokinetic study of 3 blood-absorbed components of Xiangshao sanjie oral liquid in rats with hyperplasia of mammary gland
Yu ZHANG ; Jiaming LI ; Dan PENG ; Ruoqiu FU ; Yue MING ; Zhengbi LIU ; Jingjing WANG ; Shiqi CHENG ; Hongjun XIE ; Yao LIU
China Pharmacy 2025;36(6):680-685
OBJECTIVE To explore the pharmacokinetic characteristics of 3 blood-absorbed components of Xiangshao sanjie oral liquid in rats with hyperplasia of mammary gland (HMG). METHODS Female SD rats were divided into control group and HMG group according to body weight, with 6 rats in each group. The HMG group was given estrogen+progesterone to construct HMG model. After modeling, two groups were given 1.485 g/kg of Xiangshao sanjie oral liquid (calculated by crude drug) intragastrically, once a day, for 7 consecutive days. Blood samples were collected before the first administration (0 h), and at 5, 15, 30 minutes and 1, 2, 4, 8, 12, 24 hours after the last administration, respectively. Using chlorzoxazone as the internal standard, the plasma concentrations of ferulic acid, paeoniflorin and rosmarinic acid in rats were detected by UPLC-Q/TOF-MS. The pharmacokinetic parameters [area under the drug time curve (AUC0-24 h, AUC0-∞), mean residence time (MRT0-∞), half-life (t1/2), peak time (tmax), peak concentration (cmax)] were calculated by the non-atrioventricular model using Phoenix WinNonlin 8.1 software. RESULTS Compared with the control group, the AUC0-24 h, AUC0-∞ and cmax of ferulic acid in the HMG group were significantly increased (P<0.05); the AUC0-24 h, AUC0-∞ , MRT0-∞ , t1/2 and cmax of paeoniflorin increased, but there was no significant difference between 2 groups (P>0.05); the AUC0-24 h and MRT0-∞ of rosmarinic acid were significantly increased or prolonged (P<0.05). C ONCLUSIONS In HMG model rats, the exposure of ferulic acid, paeoniflorin and rosmarinic acid in Xiangshao sanjie oral liquid all increase, and the retention time of rosmarinic acid is significantly prolonged.
4.Design and implementation of epidemiological survey on dementia in community residents in Tongliao City
Yuanyuan LI ; Linfeng ZHANG ; Guangming XU ; Xiaoyi TIAN ; Hongjun SUN ; Tingting ZHANG ; Hongmei YU ; Peilin XU ; Wujisiguleng ; Jiana MUHAI ; Ying CUI ; Junjie HUANG ; Muren ; Guifang LEI ; Yueqin HUANG ; Zhaorui LIU
Chinese Mental Health Journal 2024;38(9):752-758
Objective:To describe the detail sampling design,weighting,instruments,filed procedures and quality control methods of the epidemiological survey on dementia among community residents in Tongliao City.Methods:A three-stage disproportionate probability sampling design was used to investigate the inhabitants aged 65 years and over in Tongliao City,Inner Mongolia Autonomous Region.The 10/66 Dementia Research Group(10/66 DRG)assessment instruments were used to diagnose dementia,using computer-assisted personal interview mode in the selected older people.Comprehensive quality control methods were implemented throughout the field-work.Results:A total of 166 villages or communities were sampled from nine counties or districts in Tongliao Cit-y.Totally 4 345 older people were interviewed with 96.2%response rate.By calculating sampling design weights,non-response adjustment weights and post-stratification adjustment weights,these weights were multiplied and per-formed trimming adjustment and standardization adjustment to generate final weights.The 171 interviewers were well-trained and qualified to carry out filed interview.Quality control methods included computer data check,audio record check,and telephone check in order to ensure the quality of the survey.Conclusion:This survey is imple-mented using a rigorous sampling design and timely quality control methods,and uses the 10/66 DRG assessment instruments with satisfactory international validity and reliability as survey instruments,which has international cross-cultural comparability.It provides a valid and feasible methodology of epidemiological survey on dementia for further studies in different regions in China.
5.Interpretation of group standards for nursing care of patients with infusion of vasoactive agents
Yanyan YU ; Qingyin LI ; Xueqin GAO ; Xiaofeng KANG ; Zhuqing ZHONG ; Hongjun ZHANG ; Haiyan ZHANG ; Siqing DING ; Shumei ZHUANG ; Zhenjuan ZHAO ; Yaping LIU
Chinese Journal of Nursing 2024;59(20):2444-2446
0n December 31,2021,the Chinese Nursing Association released the group standard"nursing care of patients with infusion of vasoactive agents(T/CNAS 22-2021)",which outlines the fundamental requirements for intravenous infusion of vasoactive drugs and standardizes the evaluation,administration,and monitoring.This article provides an interpretation of the key parts and sections of the standard to ensure nursing safety during the administration of vasoactive drugs,aiming to reduce complications.Additionally,it serves as a crucial reference for nurses during the administration of the medication.
6.Anatomical study and clinical application of neuroendoscopy assisted contralateral cervical 7 nerve transfer via prespinal route in central upper limb spastic paralysis
Zhengcun YAN ; Jiaxiang GU ; Hongjun LIU ; Wenmiao LUO ; Xiaodong WANG ; Xingdong WANG ; Min WEI ; Yongxiang WANG ; Hengzhu ZHANG
Chinese Journal of Neuromedicine 2024;23(9):911-917
Objective:To simulate the neuroendoscopy assisted contralateral cervical 7 (C 7) nerve transfer via prespinal route and measure its relevant anatomical landmarks to explore the clinical feasibility and efficacy of this surgical approach for central upper limb spastic paralysis. Methods:(1) Six fresh cadaver specimens of the head and neck were obtained. Linear incisions of approximately 5 cm were made above the midpoint of the bilateral clavicles to simulate neuroendoscopy assisted contralateral C 7 nerve transfer via prespinal route. With the superior margin of midpoint of the clavicle as central point, distance to the distal bifurcation of the C 7 nerve, distances to the superior or inferior trunks of the proximal brachial plexus nerves, and distances to the exit of the intervertebral foramina of the C 6, C 7, and C 8 nerves were measured. (2) One patient with upper limb spastic paralysis after intracerebral hemorrhage accepted neuroendoscopy assisted contralateral C 7 nerve transfer via prespinal route; the clinical data and efficacy of the patient were retrospectively analyzed. Results:(1) The C 7 nerve, the upper trunk of brachial plexus formed by the C 5 and C 6 nerves and the lower trunk of brachial plexus formed by the C 8 and T 1 nerves could be exposed after neuroendoscopy assisted contralateral C 7 nerve transfer via prespinal route. The distance between the superior margin of midpoint of the clavicle and the distal bifurcation of the C 7 nerve is (2.20±0.11) cm, and its distance to the superior trunk of the proximal brachial plexus is (2.62±0.10) cm, and its distance to the inforior trunk of the proximal brachial plexus nerve is (2.72±0.11) cm. The distance between the superior margin of midpoint of the clavicle and the proximal C 7 nerve (at the exit of the intervertebral foramen) is (7.22±0.15) cm, its distance to the proximal C 6 nerve (at the exit of the intervertebral foramen) is (7.84±0.12) cm, and its distance to the proximal C 8 nerve (at the exit of the intervertebral foramen) is (6.96±0.12) cm. (2) The patient with central upper limb spastic paralysis accepted neuroendoscopy assisted contralateral C 7 nerve transfer via prespinal route successfully, with surgical time lasting for 2 h and bleeding amount of 20 mL. After surgery, the incision healed well, and the patient experienced pain and numbness in the healthy side of the upper limb with subsided symptoms one month after surgery. The spasticity symptoms of the affected upper limb obviously improved after surgery with decreased muscle tone. Follow-up after discharge was performed for 14 months, and the muscle strength of the affected upper limb recovered to level 1 +. Conclusion:Neuroendoscopy assisted contralateral C 7 nerve transfer via prespinal route can expose the proximal and distal C 7 nerves, with minimal invasion; this clinical study has preliminarily confirmed the safety and effectiveness of this transfer via prespinal route in central upper limb spastic paralysis.
7.Clinical Prediction Model for Diabetic Kidney Disease Based on Optical Coherence Tomography Angiography
Lijiao LU ; Nan XU ; Xinxin LIU ; Fangfang DU ; Cong ZHENG ; Hongjun PENG ; Mingzhe CAO ; Shibei AI
Journal of Sun Yat-sen University(Medical Sciences) 2024;45(2):253-260
ObjectiveTo construct and validate a clinical prediction model for diabetic kidney disease (DKD) based on optical coherence tomography angiography (OCTA). MethodsThis study enrolled 567 diabetes patients. The random forest algorithm as well as logistic regression analysis were applied to construct the prediction model. The model discrimination and clinical usefulness were evaluated by receiver operating characteristic curve (ROC) and decision curve analysis (DCA), respectively. ResultsThe clinical prediction model for DKD based on OCTA was constructed with area under the curve (AUC) of 0.878 and Brier score of 0.11. ConclusionsThrough multidimensional verification, the clinical prediction nomogram model based on OCTA allowed for early warning and advanced intervention of DKD.
8.Discussion on the Prevention and Treatment of Epidemics Based on the Four-Dimensional Attributes of “Syndrome”
Journal of Traditional Chinese Medicine 2024;65(3):324-327
Syndrome is an important concept in the theoretical system of tradtional Chinese medicine (TCM), and the four-dimensional attributes of syndrome are proposed based on clinical practice, namely materiality, regularity, complexity and holism. The materiality of syndrome is an objective existence that can be perceived and seen, and it can be perceived from more levels by using modern science and technology to explore the visualisation, objectification and digitisation of syndrome; the regularity of syndrome is hierarchical, can be grasped, for example in the beginning of the epidemic the pathogen is unknown, and grasping the regularity of syndrome can make a rapid response in the treatment of the epidemic; the complexity of syndrome is not only reflected in the geographical, seasonal and individual differences, but also reflected in the development of the dynamics of a certain period of law, especially for the epidemic disease with characteristics of rapid onset, rapid change, so changeable syndrome, bad syndrome can appear at any time, and an objective and comprehensive grasp of the complexity of the syndrome can help improve the diagnosis and treatment of epidemic disease; the holism of syndrome not only embodied in the human body is a whole, the form of God as a whole, but also emphasised that man and nature are a whole, so more emphasis on man and nature as a whole. The occurrence of epidemics usually due to the unexpected qi appeared not the time, and the holism view of man and nature is an effective way to prevent and control epidemics. With the syndromes as the core, we explored the effective treatment strategy of epidemic disease combined with syndromes to provide ideas for the prevention and control of the epidemics.
9.Network Meta-Analysis of Effectiveness of First-Line Immunotherapy Treatments for Patients with Brain Metastases from Advanced Non-Small Cell Lung Cancer
Muyuan JIA ; Hongjun ZHANG ; Lin LI ; Jianhui WU ; Huanhuan GONG ; Bowen REN ; Han LIU
Cancer Research on Prevention and Treatment 2024;51(5):336-341
Objective To conduct a network meta-analysis on the effectiveness of first-line immunotherapy on patients with brain metastases from advanced non-small cell lung cancer(NSCLC).Methods Two investigators conducted a computerized search of Pubmed,Embase,Cochrane,and other databases to screen the literature,extract the information,and assess the risk of bias of the included studies.The included clinical trials were statistically analyzed using R(4.1.3)software.For the study outcome indicators OS and PFS,the risk ratios(HRs),and the 95%confidence intervals(CIs)were extracted from the included studies and logarithmically transformed into effect analysis statistics.Results Six randomized controlled trials were finally included,including 327 patients with non-excludable NSCLC brain metastases.Network meta-analysis suggested that PD-1 inhibitor+CTLA-4 was more advantageous than the conventional chemotherapy for enhancing patients'OS(HR:0.13,95%CI:0.03-0.71),followed by PD-L1 inhibitor(HR:0.17,95%CI:0.04-0.74)and PD-1 inhibitor+chemotherapy(HR:0.36,95%CI:0.2-0.63).PD-1 inhibitor+CTLA-4 was also more advantageous(HR:0.37,95%CI:0.15-0.93)than the conventional chemotherapy for boosting patients'PFS,followed by PD-L1 inhibitor+chemotherapy(HR:0.44,95%CI:0.29-0.66)and PD-1 inhibitor(HR:0.48,95%CI:0.27-0.86).Conclusion Immune checkpoint inhibitor therapy improves the survival of patients with brain metastases from advanced NSCLC.In particular,the combination of PD-1 inhibitor and CTLA-4 inhibitor show excellent survival benefit.
10.Expert Consensus of Multidisciplinary Diagnosis and Treatment for Paroxysmal Nocturnal Hemoglobinuria(2024)
Miao CHEN ; Chen YANG ; Ziwei LIU ; Wei CAO ; Bo ZHANG ; Xin LIU ; Jingnan LI ; Wei LIU ; Jie PAN ; Jian WANG ; Yuehong ZHENG ; Yuexin CHEN ; Fangda LI ; Shunda DU ; Cong NING ; Limeng CHEN ; Cai YUE ; Jun NI ; Min PENG ; Xiaoxiao GUO ; Tao WANG ; Hongjun LI ; Rongrong LI ; Tong WU ; Bing HAN ; Shuyang ZHANG ; MULTIDISCIPLINE COLLABORATION GROUP ON RARE DISEASE AT PEKING UNION MEDICAL COLLEGE HOSPITAL
Medical Journal of Peking Union Medical College Hospital 2024;15(5):1011-1028
Paroxysmal nocturnal hemoglobinuria (PNH) is an acquired clonal hematopoietic stem cell disease caused by abnormal expression of glycosylphosphatidylinositol (GPI) on the cell membrane due to mutations in the phosphatidylinositol glycan class A(PIGA) gene. It is commonly characterized by intravascular hemolysis, repeated thrombosis, and bone marrow failure, as well as multiple systemic involvement symptoms such as renal dysfunction, pulmonary hypertension, swallowing difficulties, chest pain, abdominal pain, and erectile dysfunction. Due to the rarity of PNH and its strong heterogeneity in clinical manifestations, multidisciplinary collaboration is often required for diagnosis and treatment. Peking Union Medical College Hospital, relying on the rare disease diagnosis and treatment platform, has invited multidisciplinary clinical experts to form a unified opinion on the diagnosis and treatment of PNH, and formulated the

Result Analysis
Print
Save
E-mail