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.KDM5A/cGAS-STING–mediated microglial activation contributes to prenatal fine particulate matter induced cerebral cortical injury in offspring mice
Wenke NIE ; Li ZHOU ; Siqi WANG ; Chao SONG ; Hang YU ; Wanwei LI ; Mengxiao LUAN ; Lu SUN ; Li YU
Journal of Environmental and Occupational Medicine 2026;43(3):270-277
Background Prenatal exposure to fine particulate matter (PM2.5) is closely associated with cortical damage and neuroinflammation in offspring. The cyclic guanosine monophosphate–adenosine monophosphate synthase (cGAS)–stimulator of interferon genes (STING) signaling pathway is a key regulator of inflammation and may be subject to epigenetic regulation. Objective To investigate the role of cGAS-STING pathway activation in PM2.5-induced cortical damage in offspring mice during pregnancy and the underlying epigenetic regulatory mechanisms. Methods Open field tests were used to assess depressive-like behavior in offspring mice. Morphological analysis was conducted to evaluate cortical damage and microglial activation in offspring brains. Real-time fluorescent quantitative PCR (RT-qPCR) and Western blot (WB) were performed to detect changes in the expression of key molecules in the cGAS-STING pathway in cortical tissue. A PM2.5-induced microglial cell injury model was established in BV2 cells. Microglial activation was observed, cell viability was measured using the Cell Counting Kit-8 (CCK-8), and the expression levels of inducible nitric oxide synthase (iNOS) and key molecules in the cGAS-STING pathway were detected by RT-qPCR and WB. Bioinformatics analysis was performed to explore the epigenetic regulatory association between the STING signaling pathway and lysine-specific demethylase 5A (KDM5A). Changes in KDM5A mRNA and protein expression, as well as the protein level of histone H3 lysine 4 trimethylation (H3K4me3), were detected in an in vitro PM2.5 injury model. Using small interfering RNA (siRNA) technology, the KDM5A gene was silenced in BV2 cells exposed to PM2.5. The protein expression of H3K4me3 was detected to evaluate improvements in microglial activation, changes in inflammatory markers such as iNOS and mannose receptor (CD206), and alterations in the cGAS-STING pathway. Results Compared with the control group, the total distance of offspring mice in the PM2.5 group was significantly reduced, and both the distance traveled and the time spent in the central area of the open field were significantly decreased (P<0.01, P<0.001), indicating depressive-like behavior in the offspring mice. Compared with the control group, the offspring mice in the PM2.5 group exhibited disorganized cortical structure and significantly activated microglia (P<0.01), with significantly increased mRNA and protein levels of cGAS and STING (P<0.05, P<0.01, or P<0.001). The in vitro experiments demonstrated that the PM2.5 treatment induced BV2 cells to polarize toward the M1 phenotype, exhibiting a distinct amoeboid morphology, with upregulated expression of the pro-inflammatory factor iNOS (P<0.05, P<0.01, or P<0.001) and activation of the cGAS-STING pathway (P<0.05, P<0.01). The analysis of RNA-seq data from KDM5A knockout cells revealed significantly downregulated STING expression, suggesting that KDM5A may activate the STING signaling pathway. The in vitro experiments further confirmed that the PM2.5-treated BV2 cells exhibited significantly elevated mRNA and protein levels of KDM5A (P<0.01), while the H3K4me3 protein levels were markedly reduced (P<0.05). After silencing KDM5A in BV2 cells exposed to PM2.5, compared with the PM2.5+siNC group, the PM2.5+siKDM5A group showed no obvious microglial activation and polarized toward the M2 phenotype, with significantly decreased expression levels of iNOS, cluster of differentiation 16 (CD16), and interleukin-1β (P<0.05, P<0.01), and significantly increased expression levels of anti-inflammatory factors CD206, YM1, and interleukin-10 (P<0.01, P<0.001). Meanwhile, the expression levels of cGAS and STING were also reduced (P<0.05, P<0.01). Conclusion KDM5A activates microglia through the cGAS-STING pathway, thereby contributing to PM2.5-induced cortical damage in offspring mice during pregnancy.
3.Molecular Mechanism of Programmed Cell Death in Chronic Obstructive Pulmonary Disease and Traditional Chinese Medicine Intervention: A Review
Xin PENG ; Yunhui LI ; Lei LIANG ; Zheyu LUAN ; Hanxiao WANG ; Haotian XU ; Ziming DANG ; Jihong FENG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):304-313
Chronic obstructive pulmonary disease (COPD) is a chronic respiratory disease that poses a significant threat to global health, exhibiting high morbidity, disability and mortality rate, with its prevention and treatment situation becoming increasingly critical. The pathogenesis of COPD is complex, and the underlying cellular and molecular biological mechanisms remain incompletely elucidated. Programmed cell death (PCD) is the process wherein cells actively undergo demise to maintain internal environmental stability in response to certain signals or specific stimuli. Contemporary medical research indicates that the dysregulation of PCD patterns such as apoptosis, necroptosis, pyroptosis, autophagy, and ferroptosis is closely related to the onset and progression of COPD. Clarifying the molecular mechanisms of PCD in COPD may provide novel perspectives for in-depth understanding and prevention of the disease. Traditional Chinese medicine (TCM) is characterized by holistic regulation. In recent years, extensive research has been conducted in the TCM field focusing on modulating apoptosis, necroptosis, pyroptosis, autophagy, and ferroptosis for the treatment of COPD, yielding remarkable achievements. Therefore, this study systematically explored the molecular mechanism of PCD in COPD and reviewed the potential mechanisms and intervention status of TCM targeting PCD in COPD, aiming to provide insights and references for the clinical prevention, treatment and in-depth research of COPD.
4.Molecular Mechanism of Programmed Cell Death in Chronic Obstructive Pulmonary Disease and Traditional Chinese Medicine Intervention: A Review
Xin PENG ; Yunhui LI ; Lei LIANG ; Zheyu LUAN ; Hanxiao WANG ; Haotian XU ; Ziming DANG ; Jihong FENG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):304-313
Chronic obstructive pulmonary disease (COPD) is a chronic respiratory disease that poses a significant threat to global health, exhibiting high morbidity, disability and mortality rate, with its prevention and treatment situation becoming increasingly critical. The pathogenesis of COPD is complex, and the underlying cellular and molecular biological mechanisms remain incompletely elucidated. Programmed cell death (PCD) is the process wherein cells actively undergo demise to maintain internal environmental stability in response to certain signals or specific stimuli. Contemporary medical research indicates that the dysregulation of PCD patterns such as apoptosis, necroptosis, pyroptosis, autophagy, and ferroptosis is closely related to the onset and progression of COPD. Clarifying the molecular mechanisms of PCD in COPD may provide novel perspectives for in-depth understanding and prevention of the disease. Traditional Chinese medicine (TCM) is characterized by holistic regulation. In recent years, extensive research has been conducted in the TCM field focusing on modulating apoptosis, necroptosis, pyroptosis, autophagy, and ferroptosis for the treatment of COPD, yielding remarkable achievements. Therefore, this study systematically explored the molecular mechanism of PCD in COPD and reviewed the potential mechanisms and intervention status of TCM targeting PCD in COPD, aiming to provide insights and references for the clinical prevention, treatment and in-depth research of COPD.
5.Challenges in perioperative precision diagnosis and treatment of refractive cataract surgery
Zhenbo ZHAO ; Yuxi DING ; Huanping WANG ; Yue CHENG ; Luan LI ; Shuo ZHANG ; Liwei MA
International Eye Science 2026;26(10):1742-1746
Modern cataract surgery has completely moved beyond the traditional vision-restoring model and has fully entered a new era of refractive cataract surgery(RCS)centered on precise refractive correction. Its core objective is to provide patients with personalized visual experiences characterized by full-range, clear, and comfortable vision. Currently, although diagnostic and therapeutic technologies for RCS are rapidly evolving, there remain many bottlenecks in the precise management of the entire perioperative process that urgently need to be addressed. Preoperatively, the measurement consistency among ocular biometry devices based on different detection principles remains poor, and systematic measurement errors cannot be completely eliminated. Moreover, the individualized selection of intraocular lenses(IOLs)relies heavily on surgeons' clinical experience, lacking a standardized quantitative decision-making framework, which makes it difficult to achieve precise personalized matching. Intraoperatively, the quality of continuous curvilinear capsulorhexis is affected by multiple factors such as ocular anatomical characteristics and surgical proficiency, and its stability cannot be reliably ensured. Various intelligent surgical navigation systems are compromised by intraoperative ocular conditions, and their clinical performance fails to meet theoretical expectations. At the postoperative stage, existing IOL optical designs and materials have inherent limitations. The longterm prevention and control of posterior capsule opacification(PCO)remains a core factor restricting patients' long-term high-quality visual outcomes. This article systematically reviews the precise diagnostic and therapeutic challenges and core bottlenecks across the preoperative, intraoperative, and postoperative stages of RCS. It further explores frontier technological directions—including cross-device error compensation models, artificial intelligence-assisted decision-making, preoperative VR-based visual simulation, and the construction of intelligent surgical ecosystem platforms—to delineate targeted solutions and optimization pathways. This review aims to provide references and insights for the standardized clinical implementation, technological innovation, and future research endeavors in precision diagnosis and treatment of RCS.
6.Epidemiological characteristics of pulmonary tuberculosis in Meishan City from 2011 to 2024
HE Jidong ; HUANG Yong ; ZHANG Yu ; LI Ting ; ZHANG Huiwang ; YAO Hanli ; LUAN Rongsheng
Journal of Preventive Medicine 2026;38(6):555-558
Objective:
To analyze the epidemiological characteristics of pulmonary tuberculosis (PTB) in Meishan City, Sichuan Province from 2011 to 2024, so as to provide the evidence for optimizing regional PTB prevention and control strategies.
Methods:
Data on PTB cases in Meishan City from 2011 to 2024 were collected through the Tuberculosis Management Information System of China Disease Prevention and Control Information System. A descriptive epidemiological method was used to analyze the temporal, population, and regional distribution characteristics of PTB cases. The average annual percent change (AAPC) and annual percent change (APC) were used to analyze the trend in incidence of PTB in Meishan City from 2011 to 2024.
Results:
From 2011 to 2024, a total of 23 405 PTB cases were reported in Meishan City, with an average annual reported incidence of 58.21/105, showing an overall downward trend (AAPC=-3.132%, P<0.05). Specifically, a declining trend was observed from 2011 to 2014 (APC=-11.724%, P<0.05), no statistically significant change from 2014 to 2020 (APC=-1.773%, P>0.05), and an increasing trend from 2020 to 2024 (APC=7.493%, P<0.05). There were 16 881 male cases (72.13%) and 6 524 female cases (27.87%). The predominant group was aged 21-<60 years, with 12 527 cases (53.52%). The proportion of PTB cases in the ≥60 years group increased from 38.44% in 2011 to 63.26% in 2024, showing an upward trend (AAPC=4.672%, P<0.05). Farmers/migrant workers constituted the predominant occupational group, with 18 522 cases (79.14%). The proportion decreased from 81.80% in 2011 to 73.00% in 2024, showing a downward trend (AAPC=-0.745%, P<0.05). Renshou County and Dongpo District had the highest number of reported PTB cases, with 8 814 and 7 052 cases, accounting for 37.66% and 30.13%, respectively. The proportion of PTB cases in Renshou County decreased from 13.72% in 2011 to 5.27% in 2024, showing a downward trend (AAPC=-5.898%, P<0.05).
Conclusions
From 2011 to 2024, the overall incidence of PTB in Meishan City showed a downward trend. Males, the elderly, and farmers/migrant workers were high-risk population. Renshou County and Dongpo District were high-incidence areas.
7.Comparison of Wrist Arthroscopy Assisted Closed Reduction With External Fixation and Open Reduction With Steel Plate Internal Fixation for Intra-articular Comminuted Fractures of the Distal Radius
Zizhen LIU ; Guangxin CHEN ; Bin TANG ; Zhaoxin LUAN ; Zhengxun LI
Chinese Journal of Minimally Invasive Surgery 2025;25(9):550-556
Objective To explore the clinical efficacy of wrist arthroscopy assisted closed reduction with external fixation in the treatment of intra-articular comminuted fractures of the distal radius(type C3).Methods A retrospective analysis was conducted on 98 patients with type C3 intra-articular comminuted fractures of the distal radius admitted to our hospital from March 2022 to February 2023.Among them,48 patients underwent wrist arthroscopy assisted closed reduction with external fixation with a bracket(arthroscopy group),and another 50 patients underwent open reduction with steel plate internal fixation surgery(control group).The two groups were compared in terms of operation time,intraoperative bleeding volume,incision length,fracture union time,range of motion(ROM)of joint,Visual Analogue Scale(VAS),and Gartland-Werley wrist scores,as well as radiographic parameters(palmar tilt,ulnar inclination,and radial height)evaluated at various follow-up intervals.Results The arthroscopy group had an operation time of(55.3±10.5)min,which was significantly shorter than that in the control group[(83.4±14.6)min;t=-10.979,P=0.000].The intraoperative bleeding volume in the arthroscopy group was(42.3±8.6)ml,which was less than that in the control group[(71.4±10.5)ml;t=-14.953,P=0.000].The incision length of the arthroscopy group was(1.3±0.3)cm,which was shorter than that of the control group[(5.1±1.5)cm;t=-18.550,P=0.000].The arthroscopy group had a fracture healing time of(10.7±1.4)weeks,which was shorter than that in the control group[(12.2±1.6)weeks;t=-4.855,P=0.000].The palmar flexion ROM in the arthroscopy group was 68.8°±8.3°,which was significantly higher than that in the control group(61.5°±9.4°;t=4.002,P=0.000).The dorsiflexion ROM in the arthroscopy group was 63.9°±7.5°,which was significantly higher than that in the comtrol group(59.2°±8.3°;t=2.931,P=0.004).The pronation ROM in the arthroscopy group was 67.4°±10.3°,which was significantly higher than that in the control group(62.1°±9.9°;t=2.604,P=0.011).The supination ROM in the arthroscopy group was 70.5°±7.4°,which was significantly higher than that in the control group(64.4°±8.6°;t=3.777,P=0.000).The VAS score of the arthroscopy group was(1.3±0.6)points,which was significantly lower than that in the control group[(1.7±0.5)points;t=-3.941,P=0.000].After 6 months,the Gartland-Werley wrist scores of the arthroscopy group was significantly higher than that of the control group(Z=-2.614,P=0.009).The wrist joint imaging showed significantly higher radial height,palmar inclination angle,and ulnar deviation angle in the arthroscopy group than the control group(all P=0.000),while there were no significant differences in palmar inclination angle and ulnar deviation angle at different time points within each group(P>0.05).Except for significant differences in radial height at 3 d,1 month,and 6 months after surgery(P=0.015,P=0.035),there were no significant differences between any other time points(P>0.05).The interaction between time and group was not significant for palm inclination angle,ulnar deviation angle,and radial height(P>0.05).Conclusion Wrist arthroscopy assisted closed reduction with external fixation for intra-articular comminuted fractures of distal radius has advantages of short operation time,less intraoperative blood loss,and good recovery of wrist joint functions.
8.Impacts of PIM2/PFKFB3 signaling pathway-mediated enhancement of glycolysis in pancreatic cancer cells on the anticancer capacity of radiotherapy
Yufen LUAN ; Judong LUO ; Renming WAN ; Guangyu LI ; Guanglei FAN
Chinese Journal of Radiological Medicine and Protection 2025;45(10):949-957
Objective:To explore the impacts of 131I-NaI radiotherapy on the promotion of glycolysis and 18F-fluorodeoxyglucose ( 18F-FDG) uptake in pancreatic cancer cells via the induction of proviral integration moloney murineleukemia virus 2 (PIM2) and 6-phosphofructo-2-kinase/fructose-2, 6-biphosphatase 3 (PFKFB3). Methods:In the cell experiments, human pancreatic carcinoma cells-1 (PANC-1) were randomly divided into four groups: a control group, an HJ-PI01 group, a 131I-NaI group, and an HJ-PI01 + 131I-NaI group. Their aerobic glycolysis capacity was assessed by measuring glucose uptake, lactate production, and extracellular acidification rate (ECAR). In vivo animal experiments, 12 nu/nu female nude mice were given 100 μl (1 × 10 7 cells) of cell suspension through subcutaneous injection into the left lower limbs. When the tumor volume reached approximately 60 mm 3, these mice were divided into four groups (a control group, a HJ-PI01 group, a 131I-NaI group, and an HJ-PI01+ 131I-NaI group) using a random number table, with three mice in each group. After 14 days of treatment, 18F-FDG PET/CT imaging was performed to calculate the maximum standardized uptake value (SUV max) of the xenografts. Following PET/CT imaging, the tumor tissues were harvested and analyzed for PIM2, PFKFB3, and Ki-67 expressions using immunohistochemistry. Results:In cell experiments, compared to the control group, the HJ-PI01 group exhibited significant reduction in glucose uptake, lactate production, PFKFB3 protein expression, and ECAR in PANC-1 cells ( t = 4.59-13.98, P < 0.05). In contrast, the 131I-NaI group showed significant increases in these parameters ( t = 3.36-13.97, P < 0.05). Compared to the 131I-NaI group, the HJ-PI01+ 131I-NaI group showed significant reduction in glucose uptake, lactate production, PFKFB3 protein expression, and ECAR ( t = 5.14-20.87, P < 0.05). In the animal experiments, compared to the control group, the three groups displayed significant decrease in SUV max of 18F-FDG uptake in tumors ( t = 16.48, 22.49, 32.64, P < 0.001). Moreover, the HJ-PI01 + 131I-NaI group exhibite significantly lower SUV max than the 131I-NaI group ( t = 10.16, P < 0.001). Immunohistochemical analysis revealed that the HJ-PI01+ 131I-NaI group, compared to the 131I-NaI group, showed significantly lower Ki-67 expression and the PIM2/PFKFB3 signaling pathway in tumor tissues ( t = 3.27, 10.73, 14.85, P < 0.05). Conclusions:Glycolysis enhancement of PANC-1 cells, mediated by the PIM2/PFKFB3 signaling pathway inhibition, can significantly improve the anticancer capacity of 131I-NaI, providing a novel strategy for radiotherapy in pancreatic cancer.
9.Targeted surveillance analysis of surgical site infection in patients undergoing pancreatoduodenectomy
Hao LI ; Wei MENG ; Xiaorong LUAN
Chinese Journal of Nosocomiology 2025;35(20):3079-3083
OBJECTIVE To conduct continuous targeted surveillance on patients undergoing pancreatoduodenecto-my in a three-A comprehensive hospital,to understand the current status of postoperative surgical site infection(SSI),identify risk factors and provide references for effective prevention and control measures.METHODS A targeted surveillance of SSI was conducted on 812 patients who underwent open pancreatoduodenectomy in the General Surgery Department of Qilu Hospital of Shandong University from 2020 to 2023.Statistical analysis was performed on various indicators,the incidence rate of SSI.RESULTS There were 42 cases of SSI in patients under-going pancreatoduodenectomy,with an incidence rate of 5.17%.Among them,there were 2 cases of deep surgi-cal incision infection and 40 cases of organ(or lacuna)infection.There was no statistically significant difference in the incidence rate of SSI across different years,but there was a decreasing trend over the years(P=0.227).Mul-tivariate logistic regression analysis showed that incision cleanliness(contamination)and intraoperative blood loss(>250 ml)were risk factors for SSI,while the tumor location(pancreas)was a protective factor for SSI(P<0.05).The surgeon-specific infection incidence rate ranged from 0.00%to 20.00%,with the highest infection rate observed in Surgeon No.1(20.00%).After adjustment,the top three surgeons with the highest specific in-fection rates were Surgeon No.1(50.00%),Surgeon No.5(34.49%)and Surgeon No.20(32.05%).Among the samples from 42 patients with SSI,70 pathogenic bacteria were detected,mainly Escherichia coli(18.57%)and Enterococcus faecium(14.29%).The hospital stay for patients with SSI after surgery was 25.00(20.00,34.00)days,while the hospital stay for patients without SSI was 19.00(16.00,24.00)days.Patients had an ex-tended hospital stay of 6 days due to SSI(P<0.001).CONCLUSIONS SSI in patients undergoing pancreatoduode-nectomy is mainly organ(or lacuna)infection.Incision cleanliness(contamination)and intraoperative blood loss(>250 ml)can increase the incidence rate of SSI in patients undergoing pancreatoduodenectomy.The specific in-fection rates vary among different surgeons,with the main pathogenic bacteria causing SSI being E.coli and E.faecium.The occurrence of SSI prolongs patients'hospital stay.
10.Advances in laboratory diagnosis techniques of occult hepatitis B virus infection
Tianwei ZHANG ; Ning LI ; Yanqiu XU ; Yong WANG ; Fang LUAN
Chinese Journal of Laboratory Medicine 2025;48(6):780-784
Occult hepatitis B virus (HBV) infection (OBI) refers to the presence of replicable viral DNA in the liver of individuals with negative hepatitis B surface antigen (HBsAg), while HBV DNA can be detectable or undetectable in the serum, which is a special form of HBV DNA infection. In OBI carriers, the negative HBsAg in blood and the extremely low or fluctuating content of HBV DNA make it difficult in clinical detection. There is a risk for developing into occult cirrhosis and liver cancer, and it increases the potential danger of hepatitis B virus transmission during blood transfusion, hemodialysis and organ transplantation. Therefore, deep study of the pathogenic mechanism of OBI and searching for specific and sensitive detection markers are crucial for more timely and standardized diagnosis, treatment and prevention. This paper reviews the current situation of occult hepatitis B virus infection and the development of laboratory detection techniques in recent years, and discusses more efficient laboratory diagnostic techniques and markers based on its potential pathogenic mechanism.


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