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.ATF1 regulates MAL2 expression through inhibition of miR-630 to mediate the EMT process that promotes cervical cancer cell development and metastasis
Yanming CAO ; Yuping PENG ; Youqun TANG
Journal of Gynecologic Oncology 2025;36(1):e11-
Objective:
The existence of activating transcription factor 1 (ATF1) could be employed as a clinical marker in the context of cervical cancer development, although its specific mechanism has not been fully clarified.
Methods:
To evaluate the presence of ATF1, miR-630, and myelin and lymphocyte protein 2 (MAL2) in cervical malignancies, we conducted quantitative reverse transcription polymerase chain reaction, immunohistochemistry, and Western blot assays; further studied the expansion, migration, invasion and epithelial-mesenchymal transition (EMT) of cervical carcinoma cells using colony formation assay, transwell, loss cytometry, Western blot.Chromatin immunoprecipitation (ChIP) and RNA immunoprecipitation (RIP) were used to verify that ATF1 could directly transcriptionally repress miR-630; dual luciferase reporter assay and RIP assay were employed to confirm that miR-630 targeted to repress MAL2.
Results:
In cervical cancer cases, elevated ATF1 expression and reduced miR-630 expression were detected, displaying a negative relationship between them. Inhibition of ATF1 hindered the growth, migration, infiltration, and EMT in cervical carcinoma cells, while upregulation of miR-630 mitigated the aggressive characteristics of these cells. ATF1 was found to transcriptionally repress miR-630 by TransmiR and ALGGEN prediction and ChIP validation.MicroRNA modulates gene expression and affects cancer progression, and we discovered that miR-630 regulates cancer progression by targeting and inhibiting MAL2.
Conclusion
ATF1, which modulates the miR-630/MAL2 pathway, affects the EMT process and cervical carcinoma cell growth and spread. Therefore, ATF1 may serve as a promising marker and treatment target for cervical malignancies intervention.
3.ATF1 regulates MAL2 expression through inhibition of miR-630 to mediate the EMT process that promotes cervical cancer cell development and metastasis
Yanming CAO ; Yuping PENG ; Youqun TANG
Journal of Gynecologic Oncology 2025;36(1):e11-
Objective:
The existence of activating transcription factor 1 (ATF1) could be employed as a clinical marker in the context of cervical cancer development, although its specific mechanism has not been fully clarified.
Methods:
To evaluate the presence of ATF1, miR-630, and myelin and lymphocyte protein 2 (MAL2) in cervical malignancies, we conducted quantitative reverse transcription polymerase chain reaction, immunohistochemistry, and Western blot assays; further studied the expansion, migration, invasion and epithelial-mesenchymal transition (EMT) of cervical carcinoma cells using colony formation assay, transwell, loss cytometry, Western blot.Chromatin immunoprecipitation (ChIP) and RNA immunoprecipitation (RIP) were used to verify that ATF1 could directly transcriptionally repress miR-630; dual luciferase reporter assay and RIP assay were employed to confirm that miR-630 targeted to repress MAL2.
Results:
In cervical cancer cases, elevated ATF1 expression and reduced miR-630 expression were detected, displaying a negative relationship between them. Inhibition of ATF1 hindered the growth, migration, infiltration, and EMT in cervical carcinoma cells, while upregulation of miR-630 mitigated the aggressive characteristics of these cells. ATF1 was found to transcriptionally repress miR-630 by TransmiR and ALGGEN prediction and ChIP validation.MicroRNA modulates gene expression and affects cancer progression, and we discovered that miR-630 regulates cancer progression by targeting and inhibiting MAL2.
Conclusion
ATF1, which modulates the miR-630/MAL2 pathway, affects the EMT process and cervical carcinoma cell growth and spread. Therefore, ATF1 may serve as a promising marker and treatment target for cervical malignancies intervention.
4.ATF1 regulates MAL2 expression through inhibition of miR-630 to mediate the EMT process that promotes cervical cancer cell development and metastasis
Yanming CAO ; Yuping PENG ; Youqun TANG
Journal of Gynecologic Oncology 2025;36(1):e11-
Objective:
The existence of activating transcription factor 1 (ATF1) could be employed as a clinical marker in the context of cervical cancer development, although its specific mechanism has not been fully clarified.
Methods:
To evaluate the presence of ATF1, miR-630, and myelin and lymphocyte protein 2 (MAL2) in cervical malignancies, we conducted quantitative reverse transcription polymerase chain reaction, immunohistochemistry, and Western blot assays; further studied the expansion, migration, invasion and epithelial-mesenchymal transition (EMT) of cervical carcinoma cells using colony formation assay, transwell, loss cytometry, Western blot.Chromatin immunoprecipitation (ChIP) and RNA immunoprecipitation (RIP) were used to verify that ATF1 could directly transcriptionally repress miR-630; dual luciferase reporter assay and RIP assay were employed to confirm that miR-630 targeted to repress MAL2.
Results:
In cervical cancer cases, elevated ATF1 expression and reduced miR-630 expression were detected, displaying a negative relationship between them. Inhibition of ATF1 hindered the growth, migration, infiltration, and EMT in cervical carcinoma cells, while upregulation of miR-630 mitigated the aggressive characteristics of these cells. ATF1 was found to transcriptionally repress miR-630 by TransmiR and ALGGEN prediction and ChIP validation.MicroRNA modulates gene expression and affects cancer progression, and we discovered that miR-630 regulates cancer progression by targeting and inhibiting MAL2.
Conclusion
ATF1, which modulates the miR-630/MAL2 pathway, affects the EMT process and cervical carcinoma cell growth and spread. Therefore, ATF1 may serve as a promising marker and treatment target for cervical malignancies intervention.
5.Oral microbiota and ischemic stroke
Jingru LIANG ; Yueran REN ; Yuping PENG
International Journal of Cerebrovascular Diseases 2024;32(7):538-542
Oral microbiota is the second largest microbiota in the human body. Due to its unique ecological environment, oral microbiota can affect oral health and whole body condition in various ways. With the progress of research, the role of oral microbiota in cardiocerebrovascular diseases is gradually being understood. At present, it is believed that oral microbiota can affect ischemic stroke through microbiota transfer, metabolites production, systemic inflammation, and other mechanisms. This article reviews the correlation and possible mechanisms between oral microbiota and ischemic stroke.
6.Expression of miR-204 and SIRT1 in colorectal cancer and their clinical significance
Liyong HUANG ; Jiaming WU ; Yuping PENG ; Jin LI ; Zhiheng CHEN
China Modern Doctor 2024;62(22):58-62
Objective To investigate the expression of miR-204 and silence information regulator 1(SIRT1)in colorectal cancer and their clinical value.Methods Cancer tissue specimens and paracancer tissue specimens of 60 patients with colorectal cancer treated in Department of Gastrointestinal Surgery of Affiliated Hospital of Jiaxing University from May 2018 to June 2020 were collected as study objects.Real time fluorogenic quantitative polymerase chain reaction was used to detect the gene expression of miR-204 and SIRT1,and the correlation between miR-204 and SIRT1 gene expression was compared by Pearson analysis.Immunohistochemical SABC method was used to detect SIRT1 protein expression,and relationship between different SIRT1 protein expression and clinicopathological features was compared.Kaplan-Meier method was used to analyze the survival difference of colorectal cancer patients with different SIRT1 protein expression.Results The mRNA expression of miR-204 gene in cancer tissues was significantly lower than that in paracancer tissues(P<0.05),and the mRNA expression of SIRT1 gene was significantly higher than that in paracancer tissues(P<0.05).Pearson correlation analysis showed that miR-204 was negatively correlated with SIRT1 mRNA expression in both paracancer tissues and cancer tissues(r=-0.647,-0.737,P<0.05).The expression of SIRT1 protein was correlated with the differentiation level,invasion level,lymph node metastasis and TNM stage of colorectal cancer(P<0.05),but not with patient age,gender,tumor size and tumor site(P>0.05).Kaplan-Meier analysis showed that the survival rate of patients with positive expression of SIRT1 in cancer tissues was significantly lower than that of patients with negative expression of SIRT1(χ2=5.001,P=0.025).Conclusion The expression of miR-204 is down-regulated and SIRT1 expression is up-regulated in colorectal cancer tissues,which may jointly promote the metastasis and invasion of colorectal cancer and affect the prognosis of patients through mutual influence.
7.Yiqi Wenyang Huwei Decoction in Treatment of Bronchial Asthma in Rats by Regulating TGF-β1/Smad3 Signaling Pathway
Xiaopu SU ; Wei TANG ; Chao YE ; Qiangqiang YU ; Peng SUN ; Yuping YANG ; Jianwei YU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(19):98-105
ObjectiveTo investigate the effect and mechanism of Yiqi Wenyang Huwei decoction (YWHD) on airway inflammation in bronchial asthma (BA) rats based on transforming growth factor-β1 (TGF-β1)/SMAD family member 3 (Smad3) signaling pathway. MethodSixty male SD rats were randomly divided into a normal group, a model group, a dexamethasone (DEX) group, and low-, medium-, and high-dose YWHD groups, with 10 rats in each group. The BA model was induced by intraperitoneal injection of 1 mL of ovalbumin (OVA)-aluminum hydroxide suspension for sensitization, followed by nebulization with 2% OVA. One hour before daily OVA nebulization, the control group was treated with saline, the DEX group with DEX solution at 0.2 g·L-1, and the low-, medium-, and high-dose YWHD groups with YWHD at 1, 2, 4 g·mL-1, respectively. General conditions and lung function were observed. Bronchoalveolar lavage fluid (BALF) and serum were collected to count inflammatory cells in BALF and measure immunoglobulin E (IgE) levels in serum and inflammatory cytokines in BALF using enzyme-linked immunosorbent assay (ELISA). Pathological changes in lung tissues, collagen deposition, and airway mucus secretion were observed by hematoxylin-eosin (HE), Masson, and periodic acid-Schiff (PAS) staining. TGF-β1/Smad3-related mRNA and protein levels in lung tissues were determined by Real-time fluorescent quantitative polymerase chain translation (Real-time PCR) and Western blot analysis. ResultCompared with the normal group, the model group showed increased total airway resistance (RL) and decreased dynamic compliance (Cdyn) (P<0.05, P<0.01), elevated serum IgE levels, increased inflammatory cell counts, and higher inflammatory cytokine levels in BALF (P<0.01). Additionally, there was significant inflammatory cell infiltration, collagen deposition, and mucus secretion in lung tissues. The levels of TGF-β1, α-smooth muscle actin (α-SMA), and Smad3 phosphorylation in lung tissues were significantly increased (P<0.01). Compared with the model group, the DEX group and high-dose YWHD group exhibited significantly reduced RL (P<0.01), improved lung dynamic compliance (P<0.05), and lower serum IgE levels, inflammatory cell counts, and inflammatory cytokine levels in BALF (P<0.05). Moreover, these treatments alleviated pathological damage in lung tissues and reduced the levels of TGF-β1, α-SMA, and Smad3 phosphorylation (P<0.01). ConclusionYWHD reduces airway inflammation, improves pathological damage, and mitigates airway remodeling in bronchial asthma rats, possibly by downregulating TGF-β1, α-SMA protein levels, and Smad3 phosphorylation.
8.Recent advance in role of adenovirus E1A binding protein p300 in glioblastoma
Dongying ZHENG ; Jia WU ; Yuntao LU ; Yuping PENG
Chinese Journal of Neuromedicine 2023;22(4):399-404
Glioblastoma (GBM), characterized by rapid progression, easy recurrence and treatment resistance, is the most aggressive and lethal tumor of the central nervous system. Adenovirus E1A binding protein p300 (p300) serves rich functions as transcriptional coactivator and lysine acetyltransferase. Studies have shown that p300 plays an important role in the occurrence, proliferation, invasion and resistance to chemoradiotherapy of GBM. This paper reviews the structure and function of p300, and systematically expounds its various ways participating in GBM development and its translational perspectives, so as to provide references for GBM study.
9.Correlation of serum albumin level at admission with clinical prognoses in patients with acute traumatic brain injury
Dongbo ZOU ; Yuting YANG ; Yuping PENG ; Yongxiang YANG ; Jianing LUO ; Tao YANG ; Jingmin CHENG ; Yuan MA
Chinese Journal of Neuromedicine 2023;22(9):904-909
Objective:To explore the correlation of serum albumin level at admission with clinical prognoses in patients with acute traumatic brain injury (TBI).Methods:One hundred and fifty-four patients with acute moderate-extreme severe TBI (Glasgow Coma Scale [GCS] scores of 3-12 at admission) in Department of Neurosurgery, General Hospital of Western Theater Command from January 1, 2019 to December 31, 2020 were chosen. The comprehensive clinical data of these patients were collected, including age, gender, GCS scores, serum albumin level (hypoalbuminemia defined as<35 g/L), hemoglobin level, comorbidities, treatment measures, and prognoses 6 months after discharge (poor prognosis defined as Glasgow outcome Scale [GOS] scores of 1-2, and good prognosis defined as GOS scores of 3-5). Univariate and multivariate Logistic regressions were used to identify the independent factors for clinical prognoses of these patients, and differences in poor prognosis rate, length of ICU stay, and total hospital cost were compared between different groups.Results:Among the 154 patients, 43 had poor prognosis and 111 had good prognosis. Serum albumin level at admission ( OR=0.916, 95% CI: 0.843-0.996, P=0.001) and GCS scores at admission ( OR=0.701, 95% CI: 0.594-0.828, P<0.001) were independent factors for prognosis. Patients with hypoalbuminemia ( n=70) displayed significantly higher poor prognosis rate, longer ICU stays, and increased total hospitalization cost compared with those without hypoalbuminemia ( n=84, P<0.05); specifically, in patients with GCS scores of 9-12 at admission ( n=58), those with hypoalbuminemia ( n=27) exhibited significantly higher poor prognosis rate, longer ICU stays, and higher total hospitalization cost than their non-hypoalbuminemia counterparts ( n=31, P<0.05); similarly, in patients with GCS scores of 3-8 at admission ( n=96), those with hypoalbuminemia ( n=74) had significantly higher poor prognosis rate than their non-hypoalbuminemia counterparts ( n=22, P<0.05). In patients with good prognosis, those with hypoalbuminemia ( n=56) showed significantly longer total hospital stays, prolonged ICU stays, and increased total hospitalization cost compared with those without hypoalbuminemia ( n=55, P<0.05). Conclusion:Low serum albumin level at admission is likely to lead to poor prognosis, prolonged ICU stays and increased total hospitalization cost in patients with acute TBI.
10.Effect of nasal swell body on nasal airflow and Artemisia pollen deposition.
Ya ZHANG ; Ruiping MA ; Yusheng WANG ; Jingliang DONG ; Jingbin ZHANG ; Zhenzhen HU ; Feilun YANG ; Minjie GONG ; Miao LOU ; Lin TIAN ; Luyao ZHANG ; Botao WANG ; Yuping PENG ; Guoxi ZHENG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(7):535-541
Objective:The nasal swell body(NSB) consists of the nasal septal cartilage, nasal bone, and swollen soft tissue, all of which are visible during endoscopic and imaging examinations. Although the function of the NSB remains uncertain, there is evidence to suggest that it plays a vital role in regulating nasal airflow and filtering inhaled air. Based on anatomical and histological evidence, it is hypothesized that the NSB is indispensable in these processes. This study aims to investigate the impact of NSB on nasal aerodynamics and the deposition of allergen particles under physiological conditions. Methods:The three-dimensional (3D) nasal models were reconstructed from computed tomography (CT) scans of the paranasal sinus and nasal cavity in 30 healthy adult volunteers from Northwest China, providing basis for the construction of models without NSB following virtual NSB-removal surgery. To analyze the distribution of airflow in the nasal cavity, nasal resistance, heating and humidification efficiency, and pollen particle deposition rate at various anatomical sites, we employed the computed fluid dynamics(CFD) method for numerical simulation and quantitative analysis. In addition, we created fully transparent segmented nasal cavity models through 3D printing, which were used to conduct bionic experiments to measure nasal resistance and allergen particle deposition. Results:①The average width and length of the NSB in healthy adults in Northwest China were (12.85±1.74) mm and (28.30±1.92) mm, respectively. ②After NSB removal, there was no significant change in total nasal resistance, and cross-sectional airflow velocity remained essentially unaltered except for a decrease in topical airflow velocity in the NSB plane. ③There was no discernible difference in the nasal heating and humidification function following the removal of the NSB; ④After NSB removal, the deposition fraction(DF) of Artemisia pollen in the nasal septum decreased, and the DFs post-and pre-NSB removal were(22.79±6.61)% vs (30.70±12.27)%, respectively; the DF in the lower airway increased, and the DFs post-and pre-NSB removal were(24.12±6.59)% vs (17.00±5.57)%, respectively. Conclusion:This study is the first to explore the effects of NSB on nasal airflow, heating and humidification, and allergen particle deposition in a healthy population. After NSB removal from the healthy nasal cavities: ①nasal airflow distribution was mildly altered while nasal resistance showed no significantly changed; ②nasal heating and humidification were not significantly changed; ③the nasal septum's ability to filter out Artemisia pollen was diminished, which could lead to increased deposition of Artemisia pollen in the lower airway.
Adult
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Humans
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Cross-Sectional Studies
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Nasal Cavity/surgery*
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Allergens
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Pollen
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Artemisia
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Hydrodynamics

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