1.Construction of an artificial intelligence-driven lung cancer database
Libing YANG ; Chao GUO ; Huizhen JIANG ; Lian MA ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):167-174
Objective To develop an artificial intelligence (AI)-driven lung cancer database by structuring and standardizing clinical data, enabling advanced data mining for lung cancer research, and providing high-quality data for real-world studies. Methods Building on the extensive clinical data resources of the Department of Thoracic Surgery at Peking Union Medical College Hospital, this study utilized machine learning techniques, particularly natural language processing (NLP), to automatically process unstructured data from electronic medical records, examination reports, and pathology reports, converting them into structured formats. Data governance and automated cleaning methods were employed to ensure data integrity and consistency. Results As of September 2024, the database included comprehensive data from 18 811 patients, encompassing inpatient and outpatient records, examination and pathology reports, physician orders, and follow-up information, creating a well-structured, multi-dimensional dataset with rich variables. The database’s real-time querying and multi-layer filtering functions enabled researchers to efficiently retrieve study data that meet specific criteria, significantly enhancing data processing speed and advancing research progress. In a real-world application exploring the prognosis of non-small cell lung cancer, the database facilitated the rapid analysis of prognostic factors. Research findings indicated that factors such as tumor staging and comorbidities had a significant impact on patient survival rates, further demonstrating the database’s value in clinical big data mining. Conclusion The AI-driven lung cancer database enhances data management and analysis efficiency, providing strong support for large-scale clinical research, retrospective studies, and disease management. With the ongoing integration of large language models and multi-modal data, the database’s precision and analytical capabilities are expected to improve further, providing stronger support for big data mining and real-world research of lung cancer.
2.Comparison of Histopathological and Molecular Pathological Phenotypes in Mouse Models of Intrauterine Adhesions Induced by Two Concentrations of Ethanol Perfusion
Juan JIANG ; Ning SONG ; Wenbo LIAN ; Congcong SHAO ; Wenwen GU ; Yan SHI
Laboratory Animal and Comparative Medicine 2025;45(4):393-402
Objective To construct intrauterine adhesion (IUA) mouse models induced by two different concentrations of ethanol injury, compare the phenotypes, and optimize a more stable IUA modeling method. Methods Twenty 8-week-old female C57BL/6N mice were randomly divided into two groups: the 95% ethanol injury group and the 50% ethanol injury group. Using a self-control method, the left uterine horn was infused with ethanol to establish the IUA model, while the right uterine horn was infused with saline as the sham operation. Five mice from each group were euthanized on day 7 and 15 after modeling, and uterine tissues were collected. Hematoxylin-eosin (HE) staining was used to observe the endometrial pathology, and Masson staining was used to assess the degree of endometrial fibrosis. Quantitative real-time PCR was employed to detect the expression levels of fibrosis markers and pro-inflammatory factors in the uterine tissues. Results Compared to the sham operation, these two ethanol injury led to a significant reduction in elasticity of the uterus, an increase in inflammatory infiltration, and a marked increase in the degree of fibrosis on day 7 after modeling (P<0.05). The 95% ethanol injury group showed a significant decrease in endometrial thickness (P<0.05), whereas no significant change was observed in the 50% ethanol injury group when compared to the sham operation (P>0.05). The expression levels of fibrotic marker molecules collagen type Ⅳ alpha 1 chain (Col4A1), α-smooth muscle actin (α-SMA), transforming growth factor-β (TGF-β), and pro-inflammatory factors tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β) were significantly elevated in the 50% ethanol injury group when compared to the sham operation (P<0.05), although there was an increasing trend of the same markers in the 95% ethanol injury group, the differences were not statistically significant (P>0.05). On day 15 after modeling, the histopathological changes in both ethanol injury groups were not significant when compared to the sham operation, the expression levels of Col4A1, TGF-β, TNF-α and IL-1β remained significantly higher in the 50% ethanol injury group (P<0.05), while only IL-1β was significantly elevated in the 95% ethanol injury group (P<0.05). Conclusion Uterine infusion with 95% ethanol results in more marked histopathological changes in the IUA mouse model compared to the 50% ethanol injury group. The 95% ethanol injury model is suitable for histopathological studies. However, the 50% ethanol injury group shows higher expression levels of fibrosis markers and pro-inflammatory factors compared to the 95% ethanol injury group, suggesting that the 50% ethanol injury model is more suitable for molecular pathological study.
3.Advances in construction and applications of quantitative adverse outcome pathways in toxicology
Mintao LI ; Jiahui CHEN ; Beibei JIANG ; Jie GAO ; Jiali ZOU ; Qianru ZHOU ; Xiaofeng YAN ; Shuquan LUO ; Huadong ZHANG ; Jinyao CHEN ; Xuemei LIAN ; Jiao HUO
Chinese Journal of Pharmacology and Toxicology 2024;38(6):473-480
"Toxicity Testing in the 21st Century—A Vision and Strategy"proposed by the National Research Council of US has brought innovative directives and objectives for toxicity evaluation and risk assessment,pushing forward the next generation of toxicity testing and risk assessment.In this initiative,the concept of adverse outcome pathways(AOPs)has emerged as a prominent methodology,capturing the attention of toxicologists and researchers due to its promising applications in recent years.The quantitative AOP(qAOP)is an extension of the adverse outcome pathway,which is built upon the foundational qualitative adverse outcome pathway model and leverages mathematical frame-works to depict dose-response and/or response-response relationships.This article reviews the princi-ples and advancement surrounding qAOP,introduceds two prevalent methodologies for constructing qAOP,Bayesian network models and regression models,and demonstrates diverse applications of qAOP.Actual cases are used to underscore the transformative role of qAOP in contemporary toxicology and risk assessment practices.
4.Ameliorative effects of Schisandrol A in Suhuang antitussive capsule on post-infectious cough
Nan WU ; Zi-Yu BAI ; Yong-Yu OU ; Tong-Lian DI ; Zi-Yao ZHAO ; Hong JIANG ; Zhi-Hao ZHANG ; Ning-Hua TAN
Chinese Traditional Patent Medicine 2024;46(8):2562-2571
AIM To investigate the ameliorative effects of Schisandrol A(Sol A)in Suhuang antitussive capsule on post-infectious cough(PIC).METHODS The in vivo mouse PIC model was established by intratracheal instillation of lipopolysaccharide(LPS)combined with cigarette smoke exposure.The mice were randomly divided into the control group,the model group,the Suhuang antitussive capsule group(14 g/kg),the montelukast sodium positive control group(3 mg/kg),and low and high dose Sol A groups(10,30 mg/kg).The in vitro PIC model was established by stimulating human bronchial epithelial cells(BEAS-2B)with LPS.The cells were divided into the control group,the model group,the Suhuang antitussive capsule group(10 μg/mL)and low and high dose Sol A groups(3,10 μmol/L).HE and Masson staining were used to detect the pathological changes of the lung and bronchial tissues.ELISA was used to detect the levels of IL-1β,IL-6,TNF-α,ROS,MDA,SOD and GSH in the lung tissues.RT-qPCR was used to detect the IL-1β,IL-6 and TNF-α mRNA expressions in BEAS-2B cells.And Western blot was applied to detect the protein expressions of p-PI3K,p-Akt,NOX4,SIRT1,p-ERK,Fibronectin,E-cadherin,Vimentin and α-SMA in mouse lung tissue and BEAS-2B cells.RESULTS Compared with the model group,the groups intervened with Sol A or Suhuang antitussive capsule displayed prolonged cough latency(P<0.01);reduced cough frequency(P<0.01);relieved pulmonary inflammatory cell infiltration and collagen deposition in PIC mice;decreased pulmonary levels of IL-1β,IL-6,TNF-α,ROS,MDA and protein expressions of Fibronectin,Vimentin,α-SMA,p-ERK,p-PI3K,p-Akt,and NOX4(P<0.05,P<0.01);increased pulmonary levels of SOD and GSH and protein expressions of E-cadherin and SIRT1(P<0.05,P<0.01);decreased ROS level,IL-1β,IL-6,TNF-α mRNA expressions and p-ERK,p-PI3K,p-Akt,NOX4 protein expressions in vitro(P<0.05,P<0.01);and increased SIRT1 protein expression in vitro as well(P<0.01).CONCLUSION Being the main antitussive component of Suhuang antitussive capsule upon the PIC model,Sol A inhibits the inflammation via SIRT1/ERK signaling pathway and relieve the oxidative stress via PI3K/Akt/NOX4 signaling pathway.
5.Treatment of port-wine stains: current status and prospects
Xian JIANG ; Lian LIU ; Ting ZHANG
Chinese Journal of Dermatology 2024;57(7):590-594
Port-wine stains (PWS) are congenital vascular malformations mainly occurring on the face and neck. Currently, pulsed dye laser (PDL) is the gold standard for the treatment of PWS, but its complete clearance rate is less than 20%. In recent years, 755 nm alexandrite laser, Nd:YAG laser, intense pulsed light and photodynamic therapy have been applied to the treatment of PWS, and there has been new insights into the histopathological characteristics and pathogenesis of PWS. This article analyzes the current treatment status and disease features of PWS, with a view to providing a theoretical basis and new ideas for the treatment of PWS.
6.Efficacy and influencing factors of hematoporphyrin monomethyl ether-mediated photodynamic therapy in the treatment of adult patients with port-wine stains: a retrospective study
Ping DIAO ; Chenglong HAN ; Lian LIU ; Hui ZHOU ; Erlong LI ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):595-600
Objective:To evaluate the efficacy of hematoporphyrin monomethyl ether-mediated photodynamic therapy (HMME-PDT) in the treatment of adult patients with port-wine stains (PWS) in China, and to analyze factors influencing the efficacy.Methods:A retrospective study was conducted on the data from 265 adult patients with PWS who underwent HMME-PDT at the Department of Dermatology, West China Hospital, Sichuan University from February 2017 to October 2023. Patients were intravenously injected with hemoporfin at doses of 5 - 6.5 mg/kg, followed by irradiation with a 532-nm green light-emitting diode at the energy density of 100 - 130 J/cm 2 (power density, 85 - 100 mW/cm 2) for 19 - 25 minutes. Treatments were conducted every 2 - 6 months. The treatment response in the treated area was observed after each treatment, and the clinical efficacy was assessed at least two months after the last treatment. Chi-square test was used to analyze the differences in efficacy between groups. Results:Among the 265 adult patients with PWS, the male to female ratio was 90∶175, the patients' age ranged from 18 to 56 years (26.48 ± 6.88 years), and they underwent 1 to 8 treatment sessions (2.67 ± 1.33 sessions). After treatment, 102 (38.4%) patients achieved complete remission, 74 (27.9%) achieved marked improvement, 59 (22.2%) had moderate improvement, and 30 (11.3%) showed no response, resulting in an overall response rate of 88.7%. Among 146 patients without hypertrophic lesions, 69 (47.3%) achieved complete remission, with a response rate of 92.5%; among 102 with slightly thickened lesions, 32 (31.4%) achieved complete remission, with a response rate of 87.3%; among 17 with markedly thickened lesions, only 1 achieved complete remission, and 11 achieved marked improvement. Among 50 patients who received more than 3 treatment sessions, 28 (56%) had complete remission, with a response rate of 100%; among 45 who received only one session of treatment, 5 (11.1%) achieved complete remission, with a response rate of 68.9%. Among 232 patients without soft tissue hyperplasia, 95 (40.9%) achieved complete remission, with a response rate of 88.8%; among 33 with soft tissue hyperplasia, 7 (21.2%) achieved complete remission, with a response rate of 87.9%. The therapeutic effects significantly differed among patients with different lesion thicknesses, among those with different treatment sessions, as well as between patients with soft tissue hyperplasia and those without (all P < 0.05). There were no significant differences in the therapeutic effect among patients of different genders, different ages, with different lesion colors, as well as between patients with nodules and those without, and between patients with treatment history and those without (all P > 0.05). During and after the treatment, patients experienced varying degrees of swelling, burning sensation, pain, and itching, all of which could be relieved by common treatment; scars occurred in 10 (3.8%) patients, and were managed by symptomatic treatment; no systemic adverse reactions, such as drug allergies or impairment of liver and kidney function, were observed during the treatment. Conclusions:HMME-PDT is safe and effective in the treatment of adult patient with PWS. The therapeutic effect of HMME-PDT was associated with lesion thickening and soft tissue hyperplasia, and increased with the increase in treatment sessions.
7.Efficacy of 595-nm pulsed dye laser in the treatment of port-wine stains in 155 infants and toddlers: a retrospective analysis
Ting ZHANG ; Lian LIU ; Haotian CHEN ; Danfeng WEI ; Xu LIU ; Ping DIAO ; Qingfeng LIU ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):610-615
Objective:To investigate the clinical efficacy of 595-nm pulsed dye laser (PDL) in the treatment of port-wine stains (PWS) in infants and toddlers.Methods:A retrospective analysis was conducted based on clinical data from 155 infants and toddlers with PWS treated with 595-nm PDL at West China Hospital of Sichuan University from January 2013 to October 2023, and the efficacy was evaluated according to pre- and post-treatment photographs. The children were grouped according to gender, age, lesion color, lesion area, lesion sites, and number of treatment sessions, separately, and the differences were analyzed between different groups. Further analysis was conducted to determine factors affecting efficacy of PDL for PWS. Adverse reactions after treatment were recorded. The Mann-Whitney U test and Kruskal-Wallis H test were used to analyze unidirectional ordered R × C contingency table data, the Bonferroni approach was used for multiple comparisons, and multivariate ordered logistic regression analysis was performed for multifactorial analysis. Results:After the treatment with 595-nm PDL, 135 infants and toddlers with PWS showed good response, with an overall response rate of 87.1%. Univariate analysis indicated that the efficacy was associated with the lesion area ( P = 0.016) and the number of treatment sessions ( P < 0.001), but not with age ( P = 0.340), gender ( P = 0.164), lesion color ( P = 0.530), or lesion sites ( P = 0.077), and the smaller the lesion area, the more the treatment sessions, the better the therapeutic effect. Multivariate ordered logistic regression analysis further confirmed the correlations of efficacy with lesion area ( P = 0.010) and number of treatment sessions ( P < 0.001). Adverse reactions occurred in 5 (3.2%) cases of PWS, including 2 (1.3%) of hypopigmentation, 2 (1.3%) of hyperpigmentation, and 1 (0.6%) of scar formation. Conclusion:The 595-nm PDL was safe and effective for the treatment of PWS in infants and toddlers with few adverse reactions, making it a reliable therapeutic option.
8.Diagnosis and treatment of port-wine stains-associated syndromes
Qingfeng LIU ; Lian LIU ; Ping DIAO ; Xiaoxue LI ; Ting ZHANG ; Haotian CHEN ; Xu LIU ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):656-660
Port-wine stains (PWS) are one of the common congenital vascular malformations in dermatology, clinically manifesting as pink or red irregular patches occurring on the skin or mucosa at birth or shortly thereafter, which are often not elevated above the skin surface. In a minority of patients, vascular malformations not only affect the skin, but also involve the eyes, brain, limbs and viscera. These patients are at risk for glaucoma, epilepsy, limb pain, and other clinical conditions. In general, these conditions are referred to as PWS-associated syndromes. These syndromes are rare diseases, can affect multiple systems and exhibit a variety of clinical manifestations, which pose challenges in their diagnosis and treatment. This review focuses on the clinical manifestations, diagnoses, pathogenesis and treatment of PWS-associated syndromes.
9.Port-wine stains: mechanisms underlying the development and progression
Haotian CHEN ; Lian LIU ; Ting ZHANG ; Qingfeng LIU ; Xiaoxue LI ; Ping DIAO ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):661-664
Port-wine stains (PWS) are vascular malformations characterized by dilated capillaries and postcapillary venules in the skin. Clinically, they mainly manifest as pink or red irregular patches, most of which may become thickened, darkened in color, or even develop into nodules over age, making treatment more challenging. The mechanisms underlying the development and progression of PWS are not very clear, and may be related to heredity, gene mutations, abnormal ratios of blood vessels to nerves, etc. This review summarizes research progress in the mechanisms underlying the development and progression of PWS, so as to provide a theoretical basis for their treatment.
10.The effect of local application of tranexamic acid on reducing drainage volume after thyroidectomy
Zhiwei LUO ; Hongli JI ; Jinshan LIAN ; Yamei CHEN ; Jiang GAO ; Jiaqi CHANG ; Longlong WANG
Chinese Journal of Postgraduates of Medicine 2024;47(5):456-460
Objective:To explore the effect and safety of local spraying tranexamic acid after thyroidectomy.Methods:Randomized double-blind placebo-controlled study method was used. Sixty-four patients underwent scheduled thyroidectomy from December 2022 to August 2023 in Baotou Cancer Hospital were selected. The patients were divided into tranexamic acid group and control group by random digits table method with 32 cases each. Before closing the wound during surgery, 16 ml of tranexamic acid injection with concentration of 25 mg/ml was used to wash the wound and 1 ml of tranexamic acid injection (tranexamic acid 100 mg) used to locally spray in tranexamic acid group; 16 ml of the sterile water for injection was used to wash the wound and 1 ml of sterile water for injection was used locally spray in control group, and then the drainage tube was clipped for 20 min. The neck drainage volume on the first to fourth day after surgery and complication were recorded; the C-reactive protein level before and after surgery was detected.Results:Two patients in each group withdrew from the study midway. The drainage volume on the first, second and third day and total drainage volume in tranexamic acid group were significantly lower than those in control group: (29.10 ± 8.04) ml vs. (38.50 ± 8.67) ml, (18.00 ± 7.33) ml vs. (27.20 ± 10.66) ml, (10.70 ± 5.75) ml vs. (14.60 ± 6.83) ml and (69.20 ± 24.48) ml vs. (96.70 ± 31.90) ml, and there was statistical difference ( P<0.01); there was no statistical difference in the drainage volume on the fourth day after surgery between two groups ( P>0.05). There was no statistical difference in C-reactive protein before and after surgery between two groups ( P>0.05). There was 1 case of fever (body temperature 37.5 ℃) in the control group, and there were no complications such as intermuscular thrombosis, venous thrombosis, incision infection and delayed wound healing in both groups. Conclusions:Local application of tranexamic acid after thyroidectomy can reduce postoperative drainage volume and does not increase the risk of thrombosis, infection and delayed healing.

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