1.Prediction of postoperative pulmonary complications in video-assisted thoracic surgery for lung cancer based on cardiopulmonary exercise testing and machine learning
Lei GUO ; Fusong LIU ; Zhilong OU ; Lan GUO ; Tiantian LI ; Chongfeng ZHOU ; Kun LUAN ; Xiaoman CHEN ; Yucheng WEI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(01):44-52
Objective To develop a predictive model for postoperative pulmonary complications (PPC) following video-assisted thoracic surgery (VATS) in lung cancer patients by integrating cardiopulmonary exercise testing (CPET) parameters and machine learning techniques. Methods A retrospective analysis was conducted on patients with early-stage non-small cell lung cancer who underwent CPET and VATS at Guangdong Provincial People’s Hospital between October 2021 and July 2023. Patients were divided into a PPC group and a non-PPC group. The least absolute shrinkage and selection operator (LASSO) regression was used to select important features associated with PPC. Six machine learning algorithms were utilized to construct prediction models, including logistic regression, support vector machine, k-nearest neighbors, random forest, gradient boosting machine, and extreme gradient boosting. The optimal model was interpreted using SHapley Additive exPlanations (SHAP). Results A total of 325 patients were included, with an average age of 60.36 years, and 55.1% were male. Significant differences were observed between the PPC and non-PPC groups in age, diabetes, coronary heart disease, surgical approach, forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), FVC% predicted, peak oxygen uptake (peak VO2), anaerobic threshold (AT), and ventilatory equivalent for carbon dioxide slope (VE/VCO2 slope) (P<0.05). In the predictive model constructed by selecting 7 key features using LASSO regression, the random forest model demonstrated the best overall performance across various metrics, with an area under the receiver operating curve of 0.930, an F1 score of 0.836, and a Brier score of 0.133 in the training set. It also exhibited good predictive ability and calibration in the test set. SHAP analysis ranked feature importance as follows: peak VO2, VE/VCO2 slope, age, FEV1, smoking history, diabetes, and surgical approach. Conclusion Integrating CPET parameters, the random forest model can effectively identify high-risk patients for PPC and has the potential for clinical application.
2.Identification and Biological Characterization of Pathogen and Screening of Effective Fungicides for Wilt of Tetradium ruticarpum
Yuxin LIU ; Qin XU ; Yue YUAN ; Tiantian GUO ; Zheng'en XIAO ; Shaotian ZHANG ; Ming LIU ; Fuqiang YIN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(2):198-206
ObjectiveTo identify the pathogen species responsible for the wilt disease of Tetradium ruticarpum in Chongqing, investigate there biological characteristics, and screen effective fungicides, so as to provide a theoretical basis for disease control in production. MethodsThe pathogen was isolated via the tissue culture method. Pathogenicity was verified according to Koch's postulates. The pathogen was identified based on morphological characteristics and multi-gene phylogenetic analysis. The mycelial growth rate method was used for biological characterization of the pathogen and fungicide screening. ResultsThe pathogen colonies were nearly circular with irregular edges, white, short, velvety aerial hyphae, and pale purple undersides. Macroconidia were colorless, sickle-shaped, with 3-5 septa, while microconidia were transparent, elliptical, aseptate or with 1-2 septa. Multi-gene phylogenetic analysis showed that the pathogen clustered in the same clade as Fusarium fujikuroi with 100% support, which, combined with morphological characteristics, identified the pathogen causing wilt of T. ruticarpum in Chongqing as F. fujikuroi. The optimal conditions for the mycelial growth of F. fujikuroi were mung bean agar (MBA) with glucose as the carbon source, beef extract and yeast powder as nitrogen sources, 28 ℃, pH 7.0, and alternating light/dark conditions. The optimal conditions for sporulation were potato dextrose agar (PDA) with glucose as the carbon source, beef extract as the nitrogen source, 28 ℃, pH 7.0, and complete darkness. Among chemical fungicides, phenazine-1-carboxylic acid exhibited the strongest inhibitory effect on F. fujikuroi. Shenqinmycin and tetramycin were the most effective bio-fungicides. ConclusionThis study is the first to report F. fujikuroi as the causal agent of wilt disease in T. rutaecarpa. The chemical fungicide phenazine-1-carboxylic acid and the bio-fungicides shenqinmycin and tetramycin showed strong inhibitory effects against F. fujikuroi.
3.Research advances in mitochondrial dysfunction in the pathogenesis of hepatic fibrosis
Yudie HONG ; Jinchen GUO ; Weibing SHI ; Yujie SUN ; Jiamin WANG ; Tiantian GAO
Journal of Clinical Hepatology 2026;42(1):190-196
Hepatic fibrosis refers to excessive accumulation and abnormal proliferation of fibrous connective tissue in the liver triggered by multiple pathogenic factors, and it may progress to liver cirrhosis, portal hypertension, and liver cancer. The pathological mechanisms of hepatic fibrosis involve hepatocyte injury, inflammatory cell infiltration with the release of inflammatory mediators, hepatic stellate cell activation, and extracellular matrix deposition. Recent studies have focused on mitochondrial dysfunction in disease progression, including the molecular pathways for hepatic fibrosis driven by metabolic disorders, energy deficiency, oxidative stress, mitochondrial dynamic imbalance, and autophagic dysfunction, all of which can induce liver injury. This article reviews the latest advances in hepatic fibrosis, in order to provide new therapeutic strategies for clinical management.
4.Preliminary development with reliability and validity testing of health literacy assessment scale for junior high school students
QI Tiantian, ZHU Fan, ZHU Guiyin, GUO Shihao, YANG Shuang, WU Huiyun, HU Bin, JIANG He, MA Yinghua
Chinese Journal of School Health 2025;46(6):816-820
Objective:
To develop and validate a health literacy assessment scale for junior high school students, providing an effective tool for evaluating and monitoring health literacy among Chinese adolescents.
Methods:
Based on school health education policy documents, a health literacy assessment framework was constructed, comprising five horizontal and four vertical dimensions. From May to June and August to September in 2024, the framework was refined through Delphi expert consultations and focus group discussions, leading to the development of the Health Literacy Assessment Scale for Junior High School Students. In September 2024, a convenience sample of 625 students from three junior high schools in Beijing and Tianjin completed the questionnaire. Item analysis, reliability, and validity tests were conducted to evaluate the scale.
Results:
The recovery rate for two rounds of expert consultation questionnaires was 100%. The expert authority coefficients ( Cr ) were 0.86 and 0.87 respectively (both >0.70), with Kendall W values of 0.34 and 0.27 ( P <0.05). The focus group discussions followed a rigorous structure, and after multiple rounds of item screening and revision, the version 3.0 of the junior high school students health literacy assessment scale was developed, comprising 57 items. Three items that failed to meet the comprehensive screening criteria were preliminarily removed, and the final scale contained 54 items. The scale demonstrated excellent reliability, with an overall Cronbach s α coefficient of 0.92 and split half reliability of 0.93. Confirmatory factor analysis [ χ 2/df =2.094, root mean square error of approximation ( RMSEA )=0.042, comparative fit index ( CFI )=0.911, Tucker Lewis index ( TLI )=0.907] indicated good model fit indices.
Conclusions
The preliminary development of the health literacy assessment scale for junior high school students follows a rigorous item screening process with well designed dimensions, demonstrating good reliability and validity, thus serving as an appropriate evaluation tool for adolescent health literacy.
5.Concentration and source analysis of polycyclic aromatic hydrocarbons in PM2.5 during heating period in Yantai City
Tiantian ZHANG ; Ying WANG ; Zhiyu WANG ; Tianran ZHANG ; Wenna GUO ; Songsong WANG ; Xiaoyu ZHANG
Journal of Environmental and Occupational Medicine 2025;42(4):415-419
Background Polycyclic aromatic hydrocarbons (PAHs) are widely known atmospheric pollutants, which can cause serious harm to human body and ecological environment. Objective To analyze the concentrations and sources of PAHs in atmospheric PM2.5 in Zhifu District and Longkou City during the heating period in Yantai. Methods Two monitoring sites in Zhifu District and Longkou City of Yantai were selected, and PM2.5 sample collection was carried out from April 2023 to March 2024. Gas chromatography-mass spectrometry was applied to analyze the concentrations of PAHs in atmospheric PM2.5 during the heating period (from November 2023 to March 2024) and the non-heating period (from April to October 2023). The concentrations of PAHs in the two periods were compared and the sources of PAHs during the heating period were analyzed by characteristic ratio method. Results During the heating period, the total concentration ranges of PAHs in atmospheric PM2.5 at the monitoring sites in Zhifu District and Longkou City of Yantai were (1.59-23.70) ng·m−3 and (2.08-149.72) ng·m−3 respectively, and the medians (M) and the 25th and 75th percentiles (P25, P75) were 4.99 (2.61, 8.09) ng·m−3 and 15.46 (8.15, 29.05) ng·m−3 respectively. The PAHs concentrations in Longkou City were significantly higher than those in Zhifu District in all months (P<0.05). The highest median total concentrations of PAHs in both sites were reported in January (8.14 ng·m−3 and 81.56 ng·m−3 respectively). In the non-heating period, the M (P25, P75) of the total PAHs concentrations at the two sites were 1.59 (1.59, 2.78) ng·m−3 and 4.11 (2.94, 7.97) ng·m−3 respectively, much lower than those in the heating period (P<0.01). The order of composition of PAHs by ring number in PM2.5 at both sites was 4-ring> 5-ring> 6-ring, with the 4-ring contributing the largest proportion (65.33% and 46.39% respectively). Fluoranthene had the highest concentration among PAHs at both sites, with concentrations M (P25, P75) of 1.29 (0.51, 1.78) ng·m−3 and 2.32 (1.30, 3.82) ng·m−3 respectively. The characteristic ratios of fluoranthene/(fluoranthene + pyrene), fluoranthene/pyrene, benzo[a]anthracene/(benzo[a]anthracene + chrysene), pyrene/benzo[a]pyrene, benzo[a]pyrene/(benzo[a]pyrene + chrysene), benzo[a]pyrene/benzo[g,h,i]pyrene, and indeno[1,2,3-c,d]pyrene/(indeno[1,2,3-c,d]pyrene + benzo[g,h,i]pyrene) in Zhifu District were 0.62, 1.65, 0.41, 4.48, 0.50, 0.93 and 0.47 respectively, and those in Longkou were 0.57, 1.35, 0.40, 2.89, 0.29, 0.79 and 0.47 respectively. The results showed that PAHs pollutants were generated by combination of coal combustion, vehicle exhaust emissions and gasoline combustion. Conclusion During the heating period in Yantai area, the total concentration of PAHs in atmospheric PM2.5 is significantly higher than that in the non-heating period. Among them, during the heating period, the pollution level in Longkou City is significantly higher than that in Zhifu District. The local PAHs may be sourced from mixed pollution, and the main sources include gasoline, and coal combustion and vehicle exhaust emissions.
6.Correlation between bedtime screen use behavior and sleep health among fourth and fifth grade primary school students
ZHU Guiyin, ZHU Fan, QI Tiantian, GUO Shihao, YANG Shuang, MA Yinghua
Chinese Journal of School Health 2025;46(4):548-551
Objective:
To investigate the association between bedtime screen use and sleep health among fourth and fifthgrade primary school students, so as to provide evidence to support interventions for improving sleep quality.
Methods:
From April to June 2024, a survey was conducted among 4 232 fourth and fifthgrade students from nine primary schools in a district of Beijing. A selfdesigned questionnaire assessed bedtime screen use behavior and sleep health indicators. Generalized linear models and Logistic regression were used to analyze the associations.
Results:
Among the surveyed students, 28.3% reported bedtime screen use. Mean sleep duration every day was (9.31±0.90) hours on school days and (10.08±1.36) hours on weekends. Compared to nonusers, students with bedtime screen use exhibited every day: later bedtimes on school days (10.18 min delay, 95%CI=6.88-13.47) and weekends (22.09 min delay, 95%CI=17.33-26.85) (P<0.05); later weekend wake times (7.97 min delay, 95%CI=1.78-14.16, P<0.05); reduced sleep duration on school days (-9.82 min, 95%CI=-13.62 to -6.03) and weekends (-14.12 min, 95%CI=-20.24 to -8.00) (P<0.05); greater weekend-school day bedtime discrepancy (β=1.15, 95%CI=1.08-1.23, P<0.01). Additionally, they had lower odds of falling asleep within 20 minutes (OR=0.62, 95%CI=0.54-0.72), daytime alertness (OR=0.66, 95%CI=0.56-0.77), and subjective sleep satisfaction (OR=0.57, 95%CI=0.49-0.66)(P<0.01).
Conclusions
Bedtime screen use is associated with adverse effects on multiple dimensions of sleep health in primary school students. Reducing screen exposure before bed may help improve their sleep quality.
7.Application of Mendelian randomization and its derivatives in the study of risk factors for chronic obstructive pulmonary disease
Zhijun TIAN ; Ao SHEN ; Tiantian LI ; Huixing LI ; Yudan ZHOU ; Hong GUO
Journal of Shenyang Medical College 2025;27(3):304-309,327
Chronic obstructive pulmonary disease(COPD),as a global health challenge,brings heavy economic and psychological burdens to patients and their families.Accurately identifying the risk factors for COPD and excluding false associations are crucial for understanding its pathogenesis and formulating prevention strategies.Mendelian randomization(MR),as a supplementary method,has shown great potential in reducing the interference of confounding factors,lowering the cost of experimental research,and avoiding experimental ethical issues.This article focuses on MR and its main derivative methods,discusses their basic principles and applicable conditions,and analyzes their application effects and limitations in COPD research in combination with specific cases,enabling MR to be more widely applied in the study of influencing factors of COPD.
8.Efficacy of personalized expander placement in single expanded flap ear reconstruction surgery
Chenglong WANG ; Li GUO ; Tiantian YIN ; Dejin GAO ; Rui GUO ; Jiaxin LIANG ; Qingguo ZHANG
Chinese Journal of Plastic Surgery 2025;41(3):270-276
Objective:To investigate the application and efficacy of personalized expander placement in the single expanded flap auricular reconstruction for microtia.Methods:This study was a prospective cohort study that included patients with microtia who underwent single expanded flap auricular reconstruction in the Plastic Surgery Hospital of Chinese Academy of Medical Sciences between February 2023 and March 2024, according to specific inclusion and exclusion criteria. During the first-stage surgery, the tension and thickness of the skin in the postauricular area were evaluated using a pinch test. The anatomical layer of the expander placement was personalized as follows: (1) for thicker skin, the expander was placed in the subcutaneous layer; (2) for thinner skin, the expander was placed in the subcutaneous layer in the scalp region and in the subfascial layer in the hairless region behind the ear; (3) for areas of thin skin behind the residual ear, the expander was placed in the subfascial layer, with the remainder in the subcutaneous layer. In the second-stage surgery, autologous costal cartilage scaffolds were implanted for ear reconstruction, followed by a third-stage revision surgery. Postoperative follow-up was conducted to record complications. Before the third-stage surgery, two plastic surgeons, who did not participate in the operations, evaluated the aesthetic outcomes of the reconstructed ear using the Likert 4-point scale (1-4 points, with higher scores indicating better aesthetic outcomes).Results:A total of 152 children were included, with 97 males and 55 females; ages ranged from 5 to 13 years old, with a mean age of 6.8 years old. Of these, 89 cases were right-sided microtia, 53 left-sided microtia, and 10 bilateral microtia. In terms of skin characteristics, 35 cases had thick skin, 69 thin skin, and 48 thin skin behind the residual ear. During the first-stage surgery, complications included 15 cases of expander hematoma and 3 cases of expander infection. Both were controlled with symptomatic treatment. No cases of expander exposure occurred. The second-stage follow-up ranged from 6 to 12 months, with a mean of 7.9 months. The thickness of the reconstructed ear skin was appropriate, with well-defined subunits and no exposure of the cartilage scaffold. The aesthetic score for the reconstructed ear was (3.3 ± 0.5) points.Conclusion:The personalized placement of expanders effectively ensured appropriate thickness of the expanded flap in single expanded flap auricular reconstruction, providing good coverage for the rib cartilage framework and significantly enhancing the aesthetic outcomes of the reconstructed ears.
9.Comparison of bowel preparation for colonoscopy between oral sulfate solution and polyethylene glycol electrolytes powder:a cohort study based propensity score matching
Lijun ZHENG ; Tiantian GUO ; Ruixiao ZHANG ; Yuemei WANG ; Yueying LI ; Chao ZHANG ; Huiyan LI ; Hao XU ; Qi YANG
China Journal of Endoscopy 2025;31(4):18-24
Objective To compare the efficacy,acceptability and safety of a low-volume magnisium sodicum potassium sulfate oral sulfate solution(OSS)with polyethylene glycol(PEG)electrolytes powder in bowel preparation for colonoscopy.Methods A prospective,single-blinded and single-center cohort study was conducted.The ambulatory and hospitalized 1 037 patients who underwent colonoscopy from April 2023 to January 2024 were enrolled.Participants were divided into OSS group(639 cases)and PEG group(398 cases),according to the bowel cleansing drugs taken orally.After propensity score matching(PSM),each group included 385 cases.The success rate of bowel preparation,scores of Boston bowel preparation scale(BBPS),medication taste,patients'satisfaction and the occurrence of adverse events were compared.Results The success rate of bowel preparation in the OSS group was 96.4%(371/385),higher than the 91.7%(353/385)in the PEG group,and the difference was statistically significant(P<0.05).The total and segmented BBPS scores of the OSS group were higher than those of the PEG group,the differences were statistically significant(P<0.05).The medication taste and patients satisfaction of the OSS group were significantly better than those of the PEG group,the differences were statistically significant(P<0.05).There was no statistically significant difference in incidence of adverse reactions between the two groups(P=0.800).Conclusion Compared to PEG,OSS has a better intestinal cleaning effect,medication taste,and patients satisfaction.In addition,OSS has security that is not inferior to PEG.
10.Progress on mechanism of IL-32 in transformation process of gastric"inflammation to cancer"
Weijian ZHANG ; Yuqi WU ; Dishu ZHOU ; Shuya SONG ; Xinxin HONG ; Yifei XU ; Tiantian CAI ; Shaoju GUO ; Huafeng PAN ; Haiwen LI
Chinese Journal of Immunology 2025;41(9):2264-2271
IL-32 is a multifunctional cytokine with both pro-inflammatory and anti-inflammatory properties.It has been proved that expression of IL-32 increases with progression of gastric mucosal diseases and severity of gastric cancer(GC),thus participating in process of gastric"inflammation-cancer"transformation.However,how IL-32 affects malignant transformation of gastric"inflamma-tion-cancer"and finally leads to adverse outcome of GC invasion and migration is still controversial.In order to better clarify regulatory effect and possible mechanism of abnormal expression of IL-32 on different histopathological stages of gastric"inflammation-cancer"transformation,and to explore new directions and breakthroughs in molecular mechanism of early truncation and treatment of gastric precancerous lesion(GPL),we searched literatures related to IL-32 in six authoritative databases at home and abroad,such as Pubmed,Web of Science and CNKI,in past 30 years.It was found that pathogenicity or protective function of IL-32 in different histo-pathological stages of gastric"inflammation-cancer"transformation depended on its different subtypes,secretory forms,surrounding cytokine environment,disease status and genetic factors.IL-32 may regulate polarization of macrophages through NF-κB,MAPK,COX2,PR3,IDO,NOD,PKCδ,FAK and STAT3,amplify or inhibit chronic inflammatory stimulation of gastric mucosa,and thus participate in process of gastric"inflammation-cancer"transformation.Our new understanding of role of IL-32 in different stages of Cor-rea cascade may contribute to development of cytokine-directed therapy,and therapy aimed at regulating different alternative splicing subtypes of IL-32 and targeting IL-32 signals can be used as a new strategy for medical treatment of GPL and GC in future.


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