1.TCMLCM: an intelligent question-answering model for traditional Chinese medicine lung cancer based on the KG2TRAG method
Chunfang ZHOU ; Qingyue GONG ; Wendong ZHAN ; Jinyang ZHU ; Huidan LUAN
Digital Chinese Medicine 2025;8(1):36-45
[Objective] :
To improve the accuracy and professionalism of question-answering (QA) model in traditional Chinese medicine (TCM) lung cancer by integrating large language models with structured knowledge graphs using the knowledge graph (KG) to text-enhanced retrieval-augmented generation (KG2TRAG) method.
[Methods] :
The TCM lung cancer model (TCMLCM) was constructed by fine-tuning ChatGLM2-6B on the specialized datasets Tianchi TCM, HuangDi, and ShenNong-TCM-Dataset, as well as a TCM lung cancer KG. The KG2TRAG method was applied to enhance the knowledge retrieval, which can convert KG triples into natural language text via ChatGPT-aided linearization, leveraging large language models (LLMs) for context-aware reasoning. For a comprehensive comparison, MedicalGPT, HuatuoGPT, and BenTsao were selected as the baseline models. Performance was evaluated using bilingual evaluation understudy (BLEU), recall-oriented understudy for gisting evaluation (ROUGE), accuracy, and the domain-specific TCM-LCEval metrics, with validation from TCM oncology experts assessing answer accuracy, professionalism, and usability.
[Results] :
The TCMLCM model achieved the optimal performance across all metrics, including a BLEU score of 32.15%, ROUGE-L of 59.08%, and an accuracy rate of 79.68%. Notably, in the TCM-LCEval assessment specific to the field of TCM, its performance was 3% − 12% higher than that of the baseline model. Expert evaluations highlighted superior performance in accuracy and professionalism.
[Conclusion]
TCMLCM can provide an innovative solution for TCM lung cancer QA, demonstrating the feasibility of integrating structured KGs with LLMs. This work advances intelligent TCM healthcare tools and lays a foundation for future AI-driven applications in traditional medicine.
2.Application of BOPPPS combined with various teaching methods in internship course of pediatric infectious diseases
Shu GONG ; Cong LIU ; Xiaoru LONG ; Ruiqiu ZHAO ; Hongmei XU ; Xue ZHAN ; Yuting WANG
Chinese Journal of Medical Education Research 2024;23(2):246-250
Objective:To explore the effects of participatory interactive teaching in the clinical internship course of pediatric infectious diseases.Methods:217 undergraduate students of grade 2018 majoring in pediatrics were selected as the experimental group, and 208 undergraduate students of grade 2017 majoring in pediatrics were selected as the control group. The experimental group used the teaching method of BOPPPS combined with case-based learning and team-based learning, while the control group adopted the traditional teaching method. Evaluate the learning effectiveness by comparing the formative evaluation and theoretical exam scores of the two groups , and a questionnaire survey was conducted for the students in the experimental group to investigate teaching feedback. SPSS 19.0 was used to perform the t test for data analysis. Results:The experimental group had significantly better scores than the control group in final theoretical examination [(75.04±9.12) vs. (71.03±9.51), P<0.05] and formative evaluation [(81.03±6.13) vs. (70.02±10.32), P<0.05]. According to the results of the questionnaire survey on teaching satisfaction, the students were satisfied with the interactive participatory teaching method in the four aspects of improving learning interest, improving learning ability, classroom satisfaction level, and course acceptance level. Conclusions:The pragmatic teaching reform in the internship of pediatric infectious diseases is highly accepted by students and beneficial to improving students' clinical thinking ability and comprehensive quality, which is worth further application and promotion.
3.Study on Synthesis and Antioxidant Activities in Vitro of Curcumin Pyrazole Derivative
Hua-Jun ZHANG ; Can-Ming LI ; Qin-Xue SUI ; Mei-Qi ZHAN ; Jing GONG ; Li-Ping ZHU ; Tao WANG
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(9):2452-2456
Objective To construct curcumin pyrazole derivative by the reaction of diketone of curcumin and benzylhydrazine based on the above structure-activity relationship,and to explore its antioxidant activity to provide experimental basis for the development of curcumin antioxidant derivative.Methods Curcumin-N-substituted pyrazole derivative was synthesized from curcumin and benzylhydrazine.The structures of the derivative were confirmed by infrared spectroscopy(IR),nuclear magnetic resonance spectroscopy(1H-NMR,13C-NMR)and LC-MS.The antioxidant activity in vitro of the derivative was evaluated by determination of curcumin and its pyrazole derivative scavenging ability for 2,2-diphenyl-1-picrylhydrazyl(DPPH)free radical and 2,2'-azino-bis-3-ethylbenzothiazoline-6-sulfonic acid(ABTS)free radical.Results Curcumin pyrazole derivative was successfully synthesized.Curcumin and its pyrazole derivative showed good free radical scavenging effects in the range of 4.6-73.6,6.25-100 μg·mL-1,respectively,with a significant dose-effect relationship.The half-maximal inhibition(IC50)values of curcumin and its pyrazole derivatives determined by DPPH method were 14.24,40.37 μg·mL-1,respectively,while the IC50 values of curcumin and its pyrazole derivatives determined by ABTS method were 36.65,19.26 μg·mL-1,respectively.Conclusion The antioxidant activity of β-dione of curcumin was retained through the substitution of the pyrazole ring,and the curcumin pyrazole derivative deserves further investigation as a potential antioxidant.
4.Discussion on Pathogenesis of Skeletal Muscle Cell Ferroptosis and Syndrome Differentiation and Treatment of Type 2 Diabetes Mellitus Sarcopenia Based on"Spleen Governing Transportation and Transportation and Governing Muscle"
Pin LI ; Ningzi ZANG ; Chengjun GONG ; Weiying DUAN ; Shuang ZHANG ; Libin ZHAN ; Tianshu GAO ; Jing LYU
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(7):1668-1674
The aging disease associated with type 2 diabetes mellitus(T2DM)is a hot research topic in the field of diabetes at present.Sarcopenia has become the third major complication of T2DM after microvascular and macrovascular diseases,which could lead to the occurrence and development of various adverse events such as fracture,disability,and dysfunction.The spleen belongs to the earth,is in the middle jiao,governs transportation and transformation,and governs muscle.The functional activities of the spleen manifesting in normal transformation and transportation,the distribution of cereal essence,and the nourishment of muscles are necessary for normal physiological functions to be exerted.Recent studies have shown that skeletal muscle cell ferroptosis plays an important role in the pathogenesis of T2DM sarcopenia.Based on the theory of"spleen governing transportation and transportation and governing muscle",this study explores the pathogenesis of T2DM sarcopenia from the perspectives of the pathogenesis of"dysfunction of spleen in transportation,deficiency of cereal essence,obstruction of dampness and turbidity,and muscle dystrophy"in traditional Chinese medicine and the pathological mechanism of"skeletal muscle cell ferroptosis"in modern medicine.It summarizes the principles of traditional Chinese medicine prevention and treatment for T2DM sarcopenia based on the spleen,to provide theoretical support for enriching the theoretical connotation of spleen visceral state,as well as basic research and clinical trials on the prevention and treatment of T2DM sarcopenia with traditional Chinese medicine.
5.In situ vessel anastomosis in treatment of severe degloving injury of hand: clinical efficacy and long-term follow-up
Shuming CAO ; Bo ZHANG ; Lu YIN ; Ketong GONG ; Wengbo YANG ; Haihua ZHAN
Chinese Journal of Microsurgery 2023;46(4):419-423
Objective:To explore the feasibility and clinical efficacy of in situ vessels anastomosis in treatment of severe degloving injury of hand, and long-term follow-up observation of the clinical efficacy.Methods:From January 2016 to December 2018, 11 patients of severe degloving avulsion injuries were treated in the Department of Hand and Microsurgery of Tianjin Hospital. Six patients had right hands injuried and 5 in left hands. The age of patients ranged from 16 to 51 years old, with an average age of 31.5 years old. All injuries accompanied with metacarpal or phalangeal fractures. In situ vascular anastomosis was applied to all patients in the replantation surgery. Long-time follow-ups and observation of postoperative appearance, sensory and hand function recovery were conducted through visits of outpatient clinic.Results:All operations were successful. All degloving tissues survived after replantation in 6 patients. Partial palm skin necrosis and thumb nail bed necrosis occurred in 1 patient, and treated with skin grafting and abdominal flap transfer. Thumb nail bed necrosis occurred in 2 patient, in which 1 patient repaired by abdominal pedicled flap transfer, and the other patient repair by local flap transfer. One patient had dorsal hand skin necrosis, and repaired with free anterolateral thigh flap(ALTF). One patient had palm hand skin necrosis, and repaired with free skin grafting. There were 1 patient had index and middle finger necrosis and 1 with little finger necrosis. And finger amputation was performed later. Mean follow-up period was 22 (15-36) months. According to the Evaluation Standard of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, 6 patients were in excellent, 3 in good and 2 in fair. According to the standard of British Medical Research Council (BMRC), sensation recovered to S 4 in 5 patients, S 3 in 5 patients and S 2 in 1 patient. Conclusion:Using precise microsurgical techniques to directly anastomose in situ vessels in the treatment of severe hand degloving injuries can achieve satisfactory long-term recovery of hand function.
6.Functional connectivity changes during migraine treatment with electroacupuncture at Shuaigu (GB8).
Xiang-Yu WEI ; Shi-Lei LUO ; Hui CHEN ; Shan-Shan LIU ; Zhi-Gang GONG ; Song-Hua ZHAN
Journal of Integrative Medicine 2022;20(3):237-243
OBJECTIVE:
To investigate the changes in the functional connectivity (FC) in the right insula between migraine without aura (MWoA) and healthy controls by using resting-state functional magnetic resonance imaging (rs-fMRI), and to observe the instant alteration of FC in MWoA during electroacupuncture (EA) stimulation at Shuaigu (GB8).
METHODS:
A total of 30 patients with MWoA (PM group) and 30 healthy controls (HC group) underwent rs-fMRI scans. The PM group underwent a second rs-fMRI scan while receiving EA at GB8. The right insula subregions, including the ventral anterior insula (vAI), dorsal anterior insula (dAI) and posterior insula (PI), were selected as the seed points for FC analysis.
RESULTS:
Aberrant FC, including dAI with right postcentral gyrus, PI with left precuneus, was found among PM before EA (PMa), PM during EA (PMb) and HC. Meanwhile, decreased FC between dAI and the right postcentral gyrus was found in the PMa compared to the HC and PMb. Increased FC between the PI and left precuneus was found in the PMa compared to the HC and PMb. Correlation analysis showed that the FC value of the right postcentral gyrus in PMa was negatively correlated with the scores of Hamilton Rating Scale for Depression and Hamilton Rating Scale for Anxiety. The FC value of the left precuneus in PMa was positively correlated with the visual analogue scale score.
CONCLUSION
The alteration of FC between the right insula subregions and multiple brain regions may be an important index for MWoA. EA at GB8 was able to adjust the FC between the right insula subregions and parietal lobe, namely, the right dAI and right postcentral gyrus, and the right PI and left precuneus, thereby rendering an instant effect in the management of MWoA.
Brain/diagnostic imaging*
;
Electroacupuncture
;
Humans
;
Magnetic Resonance Imaging/methods*
;
Migraine without Aura
7.Clinical and StAR genetic characteristics of 33 children with congenital lipoid adrenal hyperplasia.
Wan Qi ZHENG ; Ying DUAN ; Bing XIAO ; Li Li LIANG ; Yu XIA ; Zhu Wen GONG ; Yu SUN ; Hui Wen ZHANG ; Lian Shu HAN ; Rui Fang WANG ; Yi YANG ; Xia ZHAN ; Yong Guo YU ; Xue Fan GU ; Wen Juan QIU
Chinese Journal of Pediatrics 2022;60(10):1066-1071
Objective: To analyze the clinical and genetic characteristics of 33 children with congenital lipoid adrenal hyperplasia (CLAH) caused by StAR gene defects. Methods: The clinical, biochemical, genetic, and follow-up (until December 2021) data of 33 children diagnosed with CLAH from 2006 to 2021 were retrospectively analyzed in Xinhua Hospital, Shanghai Jiao Tong University School of Medicine. Results: Of the 33 children with CLAH, 17 had a karyotype of 46, XX and 16 had a karyotype of 46, XY; 31 were female and 2 were male by social gender. Classic type and non-classic type were found in 30 and 3 children respectively. The age at diagnosis was 9.0 (3.0, 34.5) months. All the 30 cases with classic CLAH presented within the first year of life with skin hyperpigmentation (28 cases, 93%), vomiting and(or) diarrhea (19 cases, 63%), no increase in body weight (8 cases, 27%), elevated adrenocorticotropic hormone levels (21cases (70%)>275 pmol/L), decreased cortisol levels (47 (31,126) nmol/L), hyponatremia ((126±13) mmol/L), hyperkalemia ((5.7±1.1) mmol/L), and normal 17α-hydroxyprogesterone levels (30 cases, 100%). All these with classic CLAH exhibited female external genitalia. Three children with non-classic CLAH (including 2 cases of 46, XY and 1 case of 46, XX) also showed signs and symptoms of adrenal insufficiency, but 2 of them had an age of onset later than 1 year of age, including 1 case of 46, XY with male external genitalia and 1 case of 46, XX with female external genitalia. The other 46, XY patient with non-classic CLAH presented with adrenal insufficiency at 2 months of age, showing micropenis and hypospadias. In the 17 females with 46, XX, 4 older than 10 years of age showed spontaneous pubertal development. A total of 25 StAR gene pathogenic variants were identified in 33 patients, with p.Q258* (18/66, 27%), p.K236Tfs*47 (8/66, 12%) and p.Q77* (6/66, 9%) being the common variantion. Six novel variants were found, including c.358T>G, c.713_714del, c.125del, c.745-1G>A, c.179-2A>C, and exon 1 deletion. Conclusions: Patients with classic CLAH typically present with signs and symptoms of primary adrenal insufficiency in the early infancy period and female external genitalia. p.Q258*, p.K236Tfs*47 and p.Q77* are common variants in CLAH patients.
Adrenal Hyperplasia, Congenital/genetics*
;
Adrenal Insufficiency
;
Adrenocorticotropic Hormone
;
Child, Preschool
;
China
;
Disorder of Sex Development, 46,XY
;
Female
;
Humans
;
Hydrocortisone
;
Hydroxyprogesterones
;
Hyperplasia
;
Infant
;
Male
;
Mutation
;
Phosphoproteins/genetics*
;
Retrospective Studies
8.Kindlin-2 regulates endometrium development via mTOR and Hippo signaling pathways in mice.
Jing ZHANG ; Jia Gui SONG ; Zhen Bin WANG ; Yu Qing GONG ; Tian Zhuo WANG ; Jin Yu ZHOU ; Jun ZHAN ; Hong Quan ZHANG
Journal of Peking University(Health Sciences) 2022;54(5):846-852
OBJECTIVE:
To investigate the effects and mechanisms of Kindlin-2 on uterus development and reproductive capacity in female mice.
METHODS:
Cdh16-Cre tool mice and Kindlin-2flox/flox mice were used to construct the mouse model of uterus specific knockout of Kindlin-2, and the effects of Kindlin-2 deletion on uterine development and reproduction capacity of female mice were observed. High expression and knockdown of Kindlin-2 in endometrial cancer cell lines HEC-1 and Ish were used to detect the regulation of mammalian target of rapamycin (mTOR) signaling pathway. In addition, uterine proteins of the female mice with specific knockout of Kindlin-2 and female mice in the control group were extracted to detect the protein levels of key molecules of mTOR signaling pathway and Hippo signaling pathway.
RESULTS:
The mouse model of uterine specific knockout of Kindlin-2 was successfully constructed. The knockout efficiency of Kindlin-2 in mouse uterus was identified and verified by mouse tail polymerase chain reaction (PCR), Western blot protein identification, immunohistochemical staining (IHC) and other methods. Compared with the control group, the female mice with uterus specific deletion of Kindlin-2 lost weight, seriously impaired reproductive ability, and the number of newborn mice decreased, but the proportion of the female mice and male mice in the newborn mice did not change. Hematoxylin eosin staining (HE) experiment showed that the endometrium of Kindlin-2 knockout group was incomplete and the thickness of uterine wall became thinner. In terms of mechanism, the deletion of Kindlin-2 in endo-metrial cancer cell lines HEC-1 and Ish could downregulate the protein levels of mTOR, phosphorylated mTOR, adenosine monophosphate-activated protein kinase (AMPK), phosphorylated AMPK and phosphorylated ribosomal protein S6 (S6), and the mTOR signal pathway was inhibited. It was found that the specific deletion of Kindlin-2 could upregulate the protein levels of Mps one binding 1 (MOB1) and phosphorylated Yes-associated protein (YAP) in the uterus of the female mice, and the Hippo signal pathway was activated.
CONCLUSION
Kindlin-2 inhibits the development of uterus by inhibiting mTOR signal pathway and activating Hippo signal pathway, thereby inhibiting the fertility of female mice.
AMP-Activated Protein Kinases/metabolism*
;
Adenosine Monophosphate/metabolism*
;
Animals
;
Cadherins/metabolism*
;
Cytoskeletal Proteins/metabolism*
;
Endometrium/metabolism*
;
Eosine Yellowish-(YS)/metabolism*
;
Female
;
Hematoxylin/metabolism*
;
Hippo Signaling Pathway
;
Male
;
Mammals/metabolism*
;
Mice
;
Muscle Proteins
;
Ribosomal Protein S6/metabolism*
;
Sirolimus/metabolism*
;
TOR Serine-Threonine Kinases/metabolism*
;
YAP-Signaling Proteins
9.Heme oxygenase-1 reduces inflammatory response by inhibiting thioredoxin interacting protein/NOD-like receptor protein 3 inflammasome activation in RAW264.7 cells
Xinyue GAO ; Rong BAO ; Yujing FENG ; Zhaozhao HUANG ; Zhan GONG ; Yujie ZHOU
Chinese Critical Care Medicine 2022;34(7):689-692
Objective:To investigate the inhibitory effect and mechanism of heme oxygenase-1 (HO-1) on the inflammatory response of macrophages.Methods:Mouse macrophage strain RAW264.7 was cultured in vitro, and the cells in the logarithmic growth phase were used for the experiment. The RAW264.7 cells were divided into four groups. In blank control group, the cells were continuously incubated and received no treatment (cultured at 37 ℃, 95% air, 5% CO 2). In lipopolysaccharide (LPS) model group, 1 mg/L LPS was added to the medium to prepare LPS challenge model. In HO-1 inducer group, the cells were incubated with 30 μmol/L HO-1 inducer hemin for 1 hour, and then 1 mg/L LPS was added for incubation. In HO-1 inhibition group, the cells were incubated with 5 μmol/L HO-1 specific antagonist Zinc protoporphyrin Ⅸ (ZnPPⅨ) for 0.5 hour, and then 1 mg/L LPS was added for incubation. After 48 hours of incubation with LPS, the supernatant of each group was taken, and the protein expressions of HO-1, tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), thioredoxin interacting protein (TXNIP), NOD-like receptor protein 3 (NLRP3) and mitochondrial autophagy marker microtubule-associated protein 1 light chain 3B (LC-3B) were detected by Western blotting. The expression of reactive oxygen species (ROS) was detected by immunofluorescence staining. Results:Compared with the blank control group, the cells in the LPS model group had a certain stress response, and autophagy occurred in mitochondria, but the expression of some inflammatory factors was restricted, which was related to the impairment of cell function. The protein expressions of HO-1, IL-1β, LC-3B, ROS were significantly increased, the protein expressions of TNF-α, TXNIP, and NLRP3 were decreased significantly, indicating that the cells were seriously injured after LPS challenge, and the model was successfully established. Compared with the LPS model group, HO-1 protein expression in the HO-1 inducer group was significantly increased (HO-1/GAPDH: 0.31±0.03 vs. 0.22±0.03, P < 0.05), the protein expressions of TNF-α, IL-1β, TXNIP, NLRP3, LC-3B and ROS were significantly inhibited [TNF-α protein (TNF-α/GAPDH): 0.08±0.01 vs. 0.45±0.05, IL-1β protein (IL-1β/GAPDH): 0.50±0.01 vs. 0.82±0.03, TXNIP protein (TXNIP/GAPDH): 0.21±0.02 vs. 0.28±0.02, NLRP3 protein (NLRP3/GAPDH): 0.11±0.01 vs. 0.17±0.02, LC-3B protein (LC-3B/GAPDH): 0.67±0.04 vs. 0.92±0.12, ROS (fluorescence intensity): 80.9±12.5 vs. 94.1±19.5, all P < 0.05], indicating that HO-1 could inhibit inflammatory response and oxidative stress, and reduce mitochondrial autophagy. Antagonizing HO-1 could increase inflammatory response, oxidative stress and mitochondrial autophagy, the inhibitory degree of TNF-α and IL-1β expression was significantly reduced as compared with the HO-1 inducer group [TNF-α protein (TNF-α/GAPDH): 0.26±0.02 vs. 0.08±0.01, IL-1β protein (IL-1β/GAPDH): 0.76±0.01 vs. 0.50±0.01, both P < 0.05], the protein expressions of TXNIP, NLRP3, LC-3B and ROS were significantly increased as compared with the LPS model group [TXNIP protein (TXNIP/GAPDH): 0.43±0.02 vs. 0.28±0.02, NLRP3 protein (NLRP3/GAPDH): 0.24±0.02 vs. 0.17±0.02, LC-3B protein (LC-3B/GAPDH): 1.12±0.07 vs. 0.92±0.12, ROS (fluorescence intensity): 112.0±17.0 vs. 94.1±19.5, all P < 0.05]. Conclusion:HO-1 can reduce the inflammatory response by inhibiting the activation of TXNIP/NLRP3 inflammasome and reducing the release of inflammatory mediators.
10.Research progress in the treatment of peripheral nerve defects with nerve grafting materials
Bo ZHANG ; Haihua ZHAN ; Ketong GONG
Chinese Journal of Microsurgery 2022;45(3):352-355
Peripheral nerve defect is a common clinical disease, and the principle for treatment is to restore nerve continuity. At present, autologous nerve transfer is the main method for repairing nerve defects in clinic, but its application is limited by many disadvantages. In recent years, artificial repair materials without sacrificing autologous nerve have been applied and the safety and effectiveness have been preliminarily confirmed. This paper reviews the domestic and foreign literature reports in recent years.

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