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.Application of Anti-tumor Compatibility Structure of Chinese Medicine
Lanpin CHEN ; Feng TAN ; Xiaoman WEI ; Junyi WANG ; Liu LI ; Mianhua WU ; Haibo CHENG ; Dongdong SUN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):198-208
Malignant tumors are one of the major diseases that endanger human life and health. Chinese medicine has unique advantages in clinical anti-tumor treatment. However, how to translate the anti-tumor effects of Chinese medicine into clinical practice is the core issue that must be addressed in the process of treating malignant tumors with traditional Chinese medicine (TCM). Unlike modern chemical drugs, the compatibility application of Chinese medicine is the key factor that determines whether Chinese medicine can achieve optimal anti-tumor efficacy and realize the goal of "enhancing efficacy and reducing toxicity". The formulation structure based on this compatibility is the basic form for the safe, efficient, and rational clinical use of anti-tumor Chinese medicine, and it mainly includes three categories: herb pairs, tri-herbal combinations, and compound compatibility. Although herb pairs have the characteristics of a simple structure and strong targeting (enhancing efficacy and reducing toxicity), they often have a single effect and cannot fully address the complex pathogenesis of tumors. As a result, herb pairs are rarely used alone in practice. Compared to herb pairs, tri-herbal combinations broaden the application scope of herbs in clinical treatment, but their therapeutic range remains limited. The traditional "sovereign, minister, assistant, and guide" compound prescription, which includes herb pairs and tri-herbal combinations, improves the efficacy of herbs in treating serious diseases, hypochondriasis, chronic diseases, and miscellaneous disorders. However, due to the limitations of its historical background, it has not been integrated with modern clinical practice and modern pharmacological research, which restricts the development of compound compatibility theory. With the emergence of modern medical technology, it has been combined with traditional compatibility theory of Chinese medicine to create an innovative modern compatibility theory. This includes the "aid medicine" theory derived from modern Chinese medicine pharmacology, which compensates for the inability of the "sovereign, minister, assistant, and guide" theory to accurately apply medicine. Additionally, the "state-targeted treatment based on syndrome differentiation" theory, developed from pharmacology and modern medicine, addresses the deficiency in disease cognition in the "sovereign, minister, assistant, and guide" theory. Under the guidance of these compatibility forms and theories, clinical anti-tumor Chinese medicine can exert its maximum anti-tumor efficacy, which is of great significance for the application of Chinese medicine in clinical tumor treatment.
3.Consensus on low-altitude transport and delivery services for emergency medicines via drones (2025 edition)
Qinshui WU ; Yanfang CHEN ; Tao LIU ; Xiaoyan LI ; Yumin LIANG ; Xin LI ; Zhong LI ; Rong LI ; Xiaoman WANG ; Shuyao ZHANG ; Huishu TIAN
China Pharmacy 2025;36(18):2221-2225
OBJECTIVE To promote the application of drones in emergency rescue and related fields, expand “low-altitude+ medical” rescue services, and advance the standardization of “low-altitude+medical” distribution services. METHODS The Consensus on Low-altitude Transport and Delivery Services for Emergency Medicines via Drones (2025 Edition) (hereinafter referred to as the Consensus) was jointly initiated by the Division of Therapeutic Drug Monitoring, Chinese Pharmacological Society and the Expert Committee on Precision Medication of the Guangdong Pharmaceutical Association. Guangzhou Red Cross Hospital served as the leading unit, organizing 53 multidisciplinary experts nationwide to participate in drafting and reviewing. A nominal group technique was employed to discuss and finalize the consensus outline, resulting in a preliminary draft. Delphi method was employed, and 11 external review experts were invited to conduct the evaluation. After the experts’ opinions were analyzed and integrated, the Consensus was finalized. RESULTS & CONCLUSIONS The finalized Consensus includes its purpose, principles, and applicable scenarios, basic requirements, and operational procedures for low-altitude transport and delivery of emergency medications; distribution requirements and precautions for controlled substances, fragile medications, and temperature-sensitive medications; and recommendations for emergency medications supplies suitable for the low-altitude transportation and distribution. The release of this Consensus is expected to provide guidance and support for the standardization of “low-altitude+medical” distribution services and the application of low-altitude economy in the healthcare sector.
4.Association between long-term exposure to low-dose ionizing radiation and metabolic syndrome among medical radiologists
Changyong WEN ; Xiaoman ZHOU ; Xiaolian LIU ; Yiqing LIAN ; Weizhen GUO ; Yanting CHEN ; Xin LAN ; Mingfang LI ; Sufen ZHANG ; Weixu HUANG ; Jianming ZOU ; Huifeng CHEN
Journal of Environmental and Occupational Medicine 2025;42(10):1209-1215
Background In recent years, the increasingly widespread application of nuclear and medical radiation technologies has resulted in a large number of occupational populations exposed to low-dose ionizing radiation (LDIR). At present, there is no consistent conclusion on the effects of long-term exposure to LDIR on the metabolic health of the occupational population. Objective To explore the association between long-term exposure to LDIR and metabolic syndrome (MetS) among medical radiologists. Methods A cross-sectional study was conducted to enroll
5.Ag2Se nanoparticles suppress growth of murine esophageal cancer allograft in mice by eliminating Porphyromonas gingivalis.
Yali ZHAO ; Jiayi LI ; Bianli GU ; Pan CHEN ; Li ZHANG ; Xiaoman ZHANG ; Pingjuan YANG ; Linlin SHI ; Shegan GAO
Journal of Southern Medical University 2025;45(2):245-253
OBJECTIVES:
To investigate the efficacy of Ag2Se nanoparticles for eliminating intracellular Porphyromonas gingivalis (P. gingivalis) in esophageal cancer and examine the effect of P. gingivalis clearance on progression of esophageal cancer.
METHODS:
Ag2Se nanoparticles were synthesized via a chemical synthesis method. The effects of Ag2Se nanoparticles on P. gingivalis viability and colony-forming ability were assessed using fluorescence staining and colony formation assays. In a mouse model bearing subcutaneous murine esophageal cancer cell allograft with P. gingivalis infection, the effect of treatment with Ag2Se nanoparticles on the abundance of P. gingivalis in the tumor tissues was quantified using RNAscope in situ hybridization and quantitative polymerase chain reaction (qPCR), and the changes in tumor volume were monitored. The biosafety of Ag2Se nanoparticles was assessed by examining liver and kidney functions and pathological changes in the major organs of the mice.
RESULTS:
Transmission electron microscopy revealed that the synthesized Ag2Se nanoparticles were uniformly dispersed spherical particles with a diameter around 50 nm. In vitro experiments demonstrated that exposure to Ag2Se nanoparticles significantly reduced the viability and clonal proliferation capacity of P. gingivalis in a dose-dependent manner. In the tumor-bearing mice, treatment with Ag2Se nanoparticles significantly reduced the abundance of P. gingivalis in tumor tissues and suppressed tumor cell proliferation. No significant damages to the liver and kidney functions or the major organs were observed in Ag2Se nanoparticle-treated mice, demonstrating good biocompatibility of Ag2Se nanoparticles.
CONCLUSIONS
Ag2Se nanoparticles exhibit significant bactericidal and inhibitory effects against P. gingivalis, and can effectively eliminate intracellular P. gingivalis to suppress the growth of esophageal cancer allograft in mice, suggesting the potential of Ag2Se nanoparticles in the treatment of esophageal cancer.
Animals
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Porphyromonas gingivalis/drug effects*
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Mice
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Esophageal Neoplasms/pathology*
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Nanoparticles
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Metal Nanoparticles
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Bacteroidaceae Infections
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Cell Line, Tumor
6.Research Progress of Glioma in China in 2024
Xiaoman KANG ; Junlin LI ; Wenlin CHEN ; Shanmu JIN ; Yilin LI ; Jiahui LIU ; Yulu GE ; Wenbo WU ; Jiaheng LI ; Yiming LIAN ; Yu WANG ; Wenbin MA
Medical Journal of Peking Union Medical College Hospital 2025;16(6):1437-1448
Glioma is the most common primary malignant tumor of the central nervous system in adults. Despite the standard treatment of surgery combined with radiotherapy and chemotherapy, the prognosis for high-grade glioma patients remains poor, highlighting the urgent need to further explore its pathogenesis and develop new therapeutic strategies. This article reviews the research progress in the field of glioma in China in 2024, covering tumorigenesis mechanisms, tumor immune microenvironment composition, advances in imaging techniques and novel imaging agents, improvements in surgical approaches, mechanisms of radio- and chemoresistance, and explorations of new therapeutic modalities. These studies provide a solid theoretical foundation for advancing clinical diagnosis and treatment of gliomas and may offer new opportunities to improve patient outcomes.
7.Clinical Efficacy and Renal Protective Mechanism of Dan Qi Yishen Prescription in Treating Patients with Diabetic Nephropathy
Jianping LI ; Deli ZHU ; Zhen MA ; Xiaoman CHEN ; Gan LUO ; Lin ZHONG ; Jie WANG ; Rongli GAO ; Haixia LIN
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(2):350-357
Objective To observe the clinical efficacy of Dan Qi Yishen Prescription in treating diabetic nephropathy(DN)and explore its renal protective mechanism.Methods A total of 150 patients with DN of qi-yin deficiency complicated with blood stasis syndrome who admitted to Sanya Hospital of Traditional Chinese Medicine Affiliated to Guangzhou University of Chinese Medicine from October 2021 to April 2023 were divided into a control group and an observation group according to the random number table method,with 75 patients in each group.Both groups were given conventional therapies such as dietary treatment,blood glucose control,blood pressure control,lipid-lowering treatment and treatment of complications.Additionally,the control group was given intravenous injection of reduced glutathione,while the observation group was given oral use of the decoction of Dan Qi Yishen Prescription and ionic introduction of Dan Qi Yishen Prescription in renal region.Thirty days constituted one course of treatment,and both groups were treated for three courses.Before and after treatment,the scores of traditional Chinese medicine(TCM)syndrome,and the levels of renal function indicators,renal hemodynamic indicators,coagulation and fibrinolysis indicators,and vascular endothelial function indicators in the two groups were observed.Results(1)After treatment,the scores of TCM symptoms such as fatigue and weakness,palpitations and shortness of breath,dizziness and tinnitus,spontaneous sweating and night sweating,restlessness and insomnia,and thirst with preference for drinks in the two groups were decreased compared with those before treatment(P<0.01),and the decrease in the observation group was significantly superior to that in the control group(P<0.01).(2)After treatment,the levels of renal function indicators such as blood urea nitrogen(BUN),serum creatinine(SCr),collagen Ⅳ(CⅣ),and plasma laminin(LN)of patients in the two groups were improved compared with those before treatment(P<0.01),and the improvement in the observation group was significantly superior to that in the control group(P<0.01).(3)After treatment,the levels of renal hemodynamic indicators such as systolic maximum blood flow velocity(Vsmax)and diastolic minimum blood flow velocity(Vdmin)of the main renal artery(MRA)and interlobar artery(IRA)in the two groups were increased compared with those before treatment(P<0.05 or P<0.01),while the resistance index(RI)and pulsatility index(PI)of MRA and RI of IRA in the two group as well as PI of IRA in the observation group were decreased compared with those before treatment(P<0.05 or P<0.01).The increase of Vsmax and Vdmin of MRA and IRA as well as the decrease of RI and PI of MRA and IRA in the observation group was significantly superior to that in the control group(P<0.05 or P<0.01).(4)After treatment,the levels of coagulation and fibrinolysis indicators such as prothrombin time(PT),activated partial thromboplastin time(APTT),D-dimer(D-D),and fibrinogen(FIB)in the two groups were improved compared with those before treatment(P<0.01),and the improvement in the observation group was significantly superior to that in the control group(P<0.01).(5)The analysis of vascular endothelial function indicators showed that after treatment,the serum vasohibin 1(VASH-1)level in the two groups was increased compared with that before treatment(P<0.01),and the serum vascular endothelial growth factor(VEGF)and endothelin 1(ET-1)levels were decreased compared with those before treatment(P<0.01),and the increase of serum VASH-1 level as well as the decrease of serum VEGF and ET-1 levels in the observation group was significantly superior to that in the control group(P<0.01).Conclusion Dan Qi Yishen Prescription exerts good clinical efficacy in treating patients with DN of qi-yin deficiency complicated with blood stasis syndrome,and it has protective effect on renal function probably by improving the coagulation and fibrinolysis system and vascular endothelial function of the patients.
8.Study on influencing factors of neurobehavioral development in young children suspected of developmental delays
Xiaoman LI ; Lijuan HUANG ; Xiao WANG ; Zumin LIU ; Runmin GUO ; Xueyan NONG ; Xiujuan HUANG ; Jinyuan ZHU ; Yanting CHEN ; Jinlin DU
Acta Universitatis Medicinalis Anhui 2024;59(7):1244-1250
Objective To investigate the neurobehavioral development of young children aged 24 to 60 months in Shunde and explore the factors influencing the development of young children and provide reference for the interven-tion of neurobehavioral development delays in young children.Methods A retrospective cohort study was used to enroll the young children who were initially screened by the Pediatric Neuropsychological Developmental Scale(Pe-diatric Heart Scale)with a score of ≤85 was included in the study.With a score of ≤85,the young children might be at risk of developmental delays,and needed to be further diagnosed by the GESELL Developmental Diagnostic Scale,the basic information of the young children and their mothers at the time of birth were investigated,as well as basic information about the young children at the time of completing the GESELL Developmental Diagnostic Scale was collected.Results A total of 271 young children were included,196 males and 75 females.Young children had the lowest developmental quotient(DQ)in the language domain among the five domains(P<0.001).Multiple lin-ear regression models showed:compared with girls,the language domain DQ of boys decreased by 5.321 points(P=0.049,95%CI:-10.620--0.021),and the personal-social domain DQ decreased by 4.474 points(P=0.023,95%CI:-8.316--0.631).Compared with young children via natural vaginal delivery(NVD),the gross motor domain DQ of young children via caesarean section(CS)decreased by 4.890 points(P=0.008,95%CI:-8.499--1.281),the fine motor domain DQ decreased by 3.373 points(P=0.037,95%CI:-6.532--0.213),the language domain DQ decreased by 7.621 points(P=0.004,95%CI:-12.826--2.416),per-sonal-social domain DQ decreased by 6.232 points(P=0.001,95%CI:-10.006--2.457).The results of bi-nary logistic regression models showed,compared with young children via NVD,the risk of gross motor domain retar-dation in young children increased(OR=1.763,95%CI:1.003-3.100),the risk of fine motor domain retardation increased(OR=2.217,95%CI:1.235-3.980),the risk of language domain retardation increased(OR=3.306,95%CI:1.080-10.124).Conclusion Young children with suspected neurobehavioral delays were more likely to have delayed development in language domain than in other domains,boys had lower DQ in language domain and personal-social domain than girls,and the development of young children via CS was slower than that via NVD.Fo-cus should be on the language development of young children especially on the language and personal-social devel-opment of boys.Carefully chose delivery way.Focus should be placed on assessment of young children's comprehen-sive neurobehavioral development in early time.
9.Analysis of the correlation between work-related musculoskeletal disorders and occupational stress in electronic manufacturing workers
Huiqing CHEN ; Xiaoyi LI ; Manqi HUANG ; Yao GUO ; Xiaoman LIU ; Jiabin CHEN
China Occupational Medicine 2024;51(1):81-84
ObjectiveTo explore the effect of occupational stress on work-related musculoskeletal disorders (WMSDs) in electronics manufacturing workers. Methods A total of 392 front-line workers in two electronic manufacturing enterprises in Guangdong Province were selected as the research subjects using the judgment sampling method. The prevalence of WMSDs and the level of occupational stress of the research subjects were investigated using the Musculoskeletal Disorders Questionnaire and the Core Occupational Stress Scale. Results The total WMSDs detection rate was 39.5%, and the multi-site WMSDs detection rate was 30.6%. The detection rate of occupational stress was 14.8%. The total WMSDs detection rate and multi-site WMSDs detection rate in the occupational stress group were higher than those in the non-occupational stress group (65.5% vs 35.0%, 56.9% vs 26.0%, both P<0.01). Binary logistic regression analysis result showed that the risk of WMSDs in the occupational stress group was higher than that in the non-occupational stress group after adjusting the effect of confounding factors such as age, gender, job type and work days per week (P<0.01). Conclusion The occupational stress may increase the risk of WMSDs in electronics manufacturing workers. Reducing the level of occupational stress among workers in electronic manufacturing enterprises is beneficial for reducing the risk of WMSDs.
10.Association between job burnout, depressive symptoms, and insomnia among employees in electronic manufacturing industry
Xiaoyi LI ; Yao GUO ; Rong ZHAO ; Xiaodong JIA ; Jin WANG ; Huiqing CHEN ; Xiaoman LIU
Journal of Environmental and Occupational Medicine 2024;41(11):1205-1212
Background The high-quality development of manufacturing in China has spurred industrial transformation and upgrading, placing higher demands on the skills of employees in the electronic manufacturing industry. This situation may induce psychological health problems such as job burnout and depressive symptoms in the employees, and also lead to insomnia, which has become a public health problem that urgently needs attention and solution. Objective To investigate the relationship between job burnout, depressive symptoms, and insomnia among employees in the electronic manufacturing industry. Methods A total of


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