1.Expert consensus on the application of artificial intelligence in lung cancer screening, diagnosis, and treatment (2026 edition)
Wenzhao ZHONG ; Haibo WANG ; Yi HU ; Hao ZHANG ; Jigang DAI ; Junqiang FAN ; Guibin QIAO ; Fan YANG ; Jian HU ; Fengwei TAN ; Xuening YANG ; Qiang PU ; Zihao CHEN ; Hongxia TIAN ; Lunxu LIU ; Hecheng LI ; Xiaolong YAN ; Zongyang YU ; Zhenbin QIU ; Yihua SUN ; Jing HU ; Yuhang SHI ; Zhifei GUO ; Peng ZHANG ; Kezhong CHEN ; Shugeng GAO ; Yilong WU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(06):848-856
With the continuous deepening of the concept of precision diagnosis and treatment for lung cancer, how to achieve higher efficiency and accuracy in the screening, diagnosis, and treatment pathways in clinical practice has become an important issue that urgently needs to be overcome. The current clinical difficulty lies in the fact that despite continuous advancements in imaging and molecular diagnostic technologies, there are still limitations in manual efficiency and subjective experience when it comes to massive data analysis and multi-scale feature extraction. Artificial intelligence (AI), especially algorithm systems based on deep learning, is an innovative technology capable of deeply empowering medical big data. This method utilizes algorithms such as convolutional neural networks, combined with radiomics, pathomics, and multi-modal data fusion analysis, demonstrating immense potential in early precise detection and benign-malignant differentiation of pulmonary nodules, digital pathological subtype recognition and non-invasive prediction of driver genes, precise 3D surgical planning and automatic delineation of radiotherapy target volumes, as well as dynamic risk warning during follow-up. This innovative technology provides a brand-new solution for realizing intelligent and individualized lung cancer diagnosis and treatment models. This consensus, based on the latest evidence from evidence-based medicine and combined with the development trends in the AI field and real-world clinical needs, was ultimately formed by gathering the consensus opinions of multidisciplinary experts in radiology, pathology, thoracic surgery, and other fields. The main content covers the application specifications of AI in the three core scenarios of lung cancer screening, diagnosis, and treatment, the technical standards for data collection and algorithm validation, as well as the ethical and regulatory challenges faced at the current stage. It aims to clarify the applicable boundaries of AI as a clinical auxiliary decision support tool, providing scientific guidance and standardized exploration directions for peers currently engaged in or planning to carry out AI-assisted clinical diagnosis, treatment, and translation of lung cancer.
2.Effect of Modified Zhigancao Granules (炙甘草汤加味颗粒) on Early Recurrence Following Radiofrequency Ablation in Patients with Atrial Fibrillation of Qi-Yin Deficiency Syndrome:A Randomized,Double-Blind,Placebo-Controlled Trial
Yucai HU ; Boyong QIU ; Jingjing WEI ; Bin LI ; Zuoying XING ; Huixia PENG ; Mingjun ZHU ; Yongxia WANG
Journal of Traditional Chinese Medicine 2025;66(23):2460-2466
ObjectiveTo evaluate the clinical effectiveness and safety of Modified Zhigancao Granules (炙甘草汤加味颗粒) for preventing the early recurrence following radiofrequency ablation in patients with atrial fibrillation (AF) of qi-yin deficiency syndrome. MethodsA multi-center, randomized, double-blind, placebo-controlled trial was designed. A total of 116 patients with atrial fibrillation of qi-yin deficiency syndrome who underwent radiofrequency ablation for the first time were enrolled from 3 centers, and they were randomly divided into a treatment group (59 cases) and a control group (57 cases). Both groups received basic western medicine treatment after surgery. In addition, the treatment group was given oral Modified Zhigancao Granules, while the control group was given oral placebo granules. The dosage for both groups was 20 g each time, twice a day, with continuous treatment for 12 weeks. The recurrence of atrial fibrillation in both groups was recorded at 24 hours, 4 weeks, 8 weeks, and 12 weeks after surgery. The serum levels of B-type natriuretic peptide (BNP), interleukin-6 (IL-6), high-sensitivity C-reactive protein (hs-CRP), and tumor necrosis factor-α (TNF-α) were detected before treatment and 12 weeks after treatment in both groups. The scores of Atrial Fibrillation Effect on QualiTy-of-life (AFEQT) Questionnaire (including scores of the daily life dimension, symptom dimension, treatment worry dimension, treatment satisfaction dimension, and total score) and traditional Chinese medicine (TCM) syndrome scores were compared before treatment and at 4 weeks, 8 weeks, and 12 weeks between groups. Safety indicators such as blood routine, urine routine, liver function, and renal function were monitored before and after treatment. ResultsNine of the treatment group and seven of the control group dropped out. Finally, 50 patients in each group were included in the statistical analysis. At 24 hours, 4 weeks, 8 weeks, and 12 weeks after surgery, the recurrence rates of AF in the treatment group were 2.0% (1/50), 2.0% (1/50), 4.0% (2/50), and 10.0% (5/50), respectively; while those in the control group were 2.0% (1/50), 26.0% (13/50), 28.0% (14/50), and 34.0% (17/50), respectively. Compared with the control group at the same time points, the early recurrence rates of AF in the treatment group were significantly lower at 4 weeks, 8 weeks, and 12 weeks after surgery (P<0.01). Compared with the baseline within group, BNP, hs-CRP, IL-6, and TNF-α in the treatment group all decreased after 12 weeks of treatment (P<0.05); the difference in hs-CRP levels (before vs. after treatment) in the treatment group was higher than that in the control group (P<0.01). Compared with the baseline within group, both groups showed decreases in the total score of AFEQT Questionnaire, scores of the daily life dimension, treatment worry dimension, symptom dimension, and TCM syndrome scores at 4 weeks, 8 weeks, and 12 weeks after treatment. Meanwhile, the score of the treatment satisfaction dimension of AFEQT increased in both groups (P<0.01), and the improvements in all the above scores in the treatment group were superior to those in the control group at all time points (P<0.05 or P<0.01). All safety indicators of patients in both groups were within the normal range before treatment and at 12 weeks after treatment, and no adverse reactions or adverse events occurred in either group. ConclusionModified Zhigancao Granules can reduce the early recurrence rate following radiofrequency ablation in AF patients with qi-yin deficiency syndrome, improve clinical symptoms and quality of life, suppress inflammatory response, and show good safety.
3.Cancer-associated fibroblasts promote proliferation and drug resistance of gastric cancer organoids:a primary study
Yuanyuan ZHANG ; Zhenquan DUAN ; Yuxian LI ; Mengqiu HUANG ; Baohang ZHU ; Yuan QIU ; Quanming ZOU ; Liusheng PENG ; Daiyuan MA
Journal of Army Medical University 2025;47(5):453-461
Objective To construct an in vitro co-culture model of gastric cancer organoids and cancer-associated fibroblasts(CAFs),and investigate the role of cancer-associated fibroblasts in the proliferation and chemotherapy resistance of gastric cancer organoids.Methods Tumor tissues from 12 gastric cancer patients undergoing surgical treatment in Department of General Surgery of Second Affiliated Hospital of Army Medical University from February 2023 to March 2024 were collected to construct gastric cancer organoids using 3D culture.HE staining was used to observe the morphology,and immunohistochemical assay was employed to determine the expression of cytokeratin CK7,carcinoembryonic antigen(CEA),and proliferation marker Ki-67.After CAFs derived from the same patient were cultured,observed for their morphology under a light microscope,and detected for the phenotype by flow cytometry,the cells were co-cultured with gastric cancer organoids in a 1:1 ratio.Phase-contrast microscopy was applied to observe the growth of the organoids and analyze the number,average diameter,and total area.Then,organoids cultured alone served as the control group.After the control and co-culture groups were treated with chemotherapy drugs,5-fluorouracil and oxaliplatin,for 48 h,the viability and apoptosis of organoids were assessed with CellTiter-Glo??3D assay and CellEvent? Caspase 3/7 activity,respectively.Results Gastric cancer organoids and CAFs were successfully established from 10 gastric cancer patient-derived samples.The gastric cancer organoids exhibited morphological characteristics consistent with the corresponding primary tumors,and showed positive expression of CK7,CEA,and Ki-67.CAFs displayed typical spindle-shaped morphology and exhibited the phenotypic markers CD326-,CD45-,CD31-,α-SMA+,CD73+,CD90+,and CD105+.Compared to the organoids cultured alone,the organoids co-cultured with CAFs showed more formation of organoids,in larger average diameter,and taking larger total area(P<0.05).After the treatment of 5-fluorouracil and oxaliplatin,the half-maximal inhibitory concentration(IC50)was 10.66 and 3.26 μmol/L,respectively in the control group,while was 46.23 and 91.11 μmol/L in the co-culture group.Additionally,the number of CellEvent? Caspase 3/7 positive apoptotic cells was significantly less in the co-culture group than the control group.Conclusion Compared with individually cultured gastric cancer organoids,the co-culture model of gastric cancer organoids and CAFs better simulates the pro-tumor proliferation and drug resistance effects of in vivo tumor microenvironment.
4.Effects of normal body weight and overweight status on metabolism of sufentanil in patients with same CYP3A4/5 genotype:A prospective clinical study
Guanlei LIU ; Ying JIANG ; Bo YANG ; Zhigang QIN ; Liyuan FENG ; Zhengwei XUE ; Fang QIU ; Chunmei CHEN ; Wenzhong ZOU ; Peng LI ; Jianteng GU
Journal of Army Medical University 2025;47(22):2774-2782
Objective To explore the pharmacokinetic characteristics of sufentanil in individuals with normal body mass index(BMI),overweight BMI,and different CYP3A4/5 enzyme genotypes.Methods The patients receiving laparoscopic surgery under general anesthesia in the First Affiliated Hospital of Army Medical University from November 2020 to September 2021 were prospectively recruited in this study.Before the operation,the oral swabs were collected from all the patients for genotyping using the human CYP3A4/5 gene kit.Based on the potential impact of combination of their polymorphisms on sufentanil metabolism and the proportion of different genotype combinations of CYP3A4/5 enzymes,the patients were divided into groups I(3A4 homozygous mutation or 3A4 heterozygous mutation+3A5 homozygous mutation),II(3A4 heterozygous mutation+3A5 heterozygous mutation),and III(3A4 wild type or 3A4 heterozygous mutation+3A5 wild type).According to their BMI,they were also assigned into a normal body weight group(18.5~24.0 kg/m2)and an overweight group(24~<28 kg/m2),and the differences in drug metabolism parameters were statistically analyze between the 2 groups.After routine general anesthesia induction(sufentanil 0.5 μg/kg),venous blood samples were collected to detect the changes in its concentration using high performance liquid chromatography-mass spectrometry(HPLC-MS).The pharmacokinetic data of sufentanil were calculated between the normal BMI group and overweight group in all participants and between the 2 body weight groups among those with different genotype combinations.Results Among the 90 participants completing the blood drug concentration test,8 patients had their blood samples contaminated(including 1 case with an anesthesia duration of<2 h),and 3 were excluded due to low weight or overweight.Eventually,79 participants were included in the pharmacokinetic analysis on the normal body weight group and the overweight group.Compared with the normal body weight group,the central compartment volume of distribution in the overweight group was significantly reduced(P<0.05),while no obvious differences were observed between the 2 groups in terms of peripheral compartment volume of distribution,total clearance rate,peripheral compartment clearance rate,distribution half-life,clearance half-life,and area under the blood concentration-time curve.In group Ⅰ(n=26),the overweight patients(n=13)had significantly reduced central compartment volume of distribution,peripheral compartment volume of distribution,and peripheral compartment clearance rate when compared with the normal body weight patients(n=13)(P<0.05),while no differences were observed in other pharmacokinetic parameters.In groups Ⅱ(n=25)and Ⅲ(n=28),the overweight patients and normal body weight patients had no statistical differences in all pharmacokinetic parameters.Conclusion Among the patients with the same genotype combination of CYP3A4/5 mutations,there was no difference in the metabolism of sufentanil between the overweight and normal weight patients.Additionally,in the population of 3A4 homozygous mutation or 3A4 heterozygous mutation+3A5 homozygous mutation,the overweight patients have smaller peripheral distribution range of sufentanil,and weakened metabolic process.
5.Inhibition effect of secondary metabolites of Pseudomonas aeruginosa on Candida albicans and machanisms explore in vitro
Peng WANG ; Yuhang LUO ; Ping QIU ; Qi LI ; Jiawei LIU ; Linjuan CHEN ; Xuan CHEN ; Weihong WEN ; Lingqing XU
International Journal of Laboratory Medicine 2025;46(17):2097-2104
Objective To study the inhibitory effect of secondary metabolites of Pseudomonas aeruginosa(PA)on Candida albicans(CA)and to explore some of the mechanisms.Methods PA and CA strains were i-solated from clinical specimens from the hospital.Then,PA strains with inhibitory effects on CA were screened through cross-line test and co-incubation test,and crude extracts of PA secondary metabolites were prepared,and were tested together with pyocyanin,phenazine-1-carboxylic acid,1-hydroxyphenazine,and 3-ox-ododecyl-l-homoserine lactone(3-oxo-HSL).The inhibitory effects of various PA secondary metabolites on CA were determined through minimum inhibitory concentration test,minimum bactericidal concentration test,time-sterilization curve measurement,and XTT method activity measurement test,and some mechanisms by which PA secondary metabolites inhibited CA were explored.Results The strongest inhibitory effect on CA was 1-hydroxyphenazine,and at a concentration of 6.250 μg/mL,the relative activity of CA decreased to 0.00%.Next were pyocyanin and PA crude extract,and the relative fungal activity of CA decreased to 0.00%at concentrations of 200 and 100 μg/mL.1-hydroxyphenazine,pyocyanin,3-oxo-HSL and PA crude extract all had inhibitory effects on the formation of CA hyphae.Reactive oxygen species(ROS)were generated in CA cells treated with 1-hydroxyphenazine,phenazine 1-carboxylic acid,pyocyanin,and PA crude extract,and the highest levels of ROS were induced by pyocyanin and 1-hydroxyphenazine.Conclusion Phenazine secondary metabolites 1-hydroxyphenazine and pyocyanin have significant inhibitory effects on the growth and activity of CA,and both induce the highest amount of ROS.The quorum-sensing signal molecule 3-oxo-HSL have no in-hibitory effect on CA growth,but have a significant inhibitory effect on the formation of fungal hyphae.
6.Analysis on international experience and development trends of health emergency drills
Shuo QIU ; Yu WANG ; Chun XU ; Peng ZHAO ; Yuehui LIU ; Lin LI
Military Medical Sciences 2025;49(7):529-534
This study analyzed the practical experience of the World Health Organization,the European Union,the United States,and Japan,to reveal the characteristics of health emergency drills in terms of institutional construction,technological integration,and international collaboration.The health emergency drills present three major development trends:paradigm shift driven by social demand,efficiency improvement empowered by intelligent technology,and deepening international cooperation under the global governance framework.In response to the construction needs of China's public health emergency system,policy recommendations were proposed to establish a hierarchical classification system,a full-cycle training strategy for major infectious diseases,a dual wheel drive mechanism by both techniques and qualified personnel,and a path for global governance participation.
7.Cost analysis of hospital-acquired infections in neurosurgery department patients undergoing brain tumor resection
Peng XU ; Xianming QIU ; Yi XU ; Xuan GUO ; Jingyi LYU ; Weiguang LI ; Lili WANG ; Hongzhen LU
Chinese Journal of Nosocomiology 2025;35(22):3463-3467
OBJECTIVE To investigate the incidence of hospital-associated infections among the neurosurgery de-partment patients undergoing brain tumor resection and analyze the economic cost so as to provide scientific bases for formulating prevention strategies.METHODS Totally 1027 patients who underwent brain tumor resection in neurosurgery department of the First Affiliated Hospital of Shandong First Medical University from Jan.1,2020 to Dec.31,2024 were recruited as the research subjects.The 36 patients who had postoperative hos-pital-associated infections were assigned as the infection group,and 991 patients who did not have hospital-associ-ated infection were assigned as the no infection group.The patients of the infection group and the non-infection group were matched in a 1∶1 ratio by using propensity score matching method(caliper value 0.005).The length of hospital stay and costs of medical items were compared between the infection group and the non-infection group,and the economic burden due to the hospital-associated infections was estimated.RESULTS The incidence of hospital-associated infections was 3.51%among the patients undergoing brain tumor resection,and totally 36 pairs were matched successfully with the propensity score.The hospitalization cost of the infection group was 109,103.81(73,370.21,163,628.37)yuan after the matching,which was increased by 50,087.69 yuan as com-pared with the non-infection group(Z=-5.237,P<0.001);the length of hospital stay was 23.00(17.25,36.00)days,which was prolonged by 8.50 days(Z=-3.764,P<0.001).Among the costs of medical items,the medial costs of western medicine,treatment materials and clinical laboratory tests increased most.CONCLUSIONS The control of the costs of western medicine,treatment materials and clinical laboratory tests is the key to reduce the costs of brain tumor resection patients with hospital-associated infections.It is necessary to carry out the real-time monitoring of the hospital-associated infections and early warning of suspected cases and reduce the incidence of hospital-associated infections so as to reduce the economic costs.
8.A Single-Center Study on the Current Therapeutic Status and Influencing Factors of Rhythm Control versus Rate Control in Elderly Patients with Atrial Fibrillation
Peng LI ; Xue YU ; Junpeng LIU ; Ke CHAI ; Yao JIA ; Xue LI ; Chen SUN ; Huiping ZHANG ; Lei QIU ; Dahai HUANG
Chinese Journal of Geriatrics 2025;44(8):1048-1055
Objective:To explore the current therapeutic status of rhythm control versus rate control in elderly patients with atrial fibrillation(AF)and the related factors that may influence treatment decisions.Methods:A retrospective study was conducted on AF patients aged ≥75 years old who were hospitalized in the Healthcare Department of Beijing Hospital from January 2010 to May 2020.The patients were grouped and compared according to whether they underwent rhythm control or rate control.Multivariate logistic regression analysis was used to investigate the factors that may influence the treatment decision of rhythm control or rate control.Results:A total of 167 patients was included, with a median age of 90 years old.Among them, 21 patients(12.6%)received rhythm control, and 109 patients(65.3%)received rate control.Compared with the group not receiving rhythm control, the rhythm control group had a younger age, higher BMI, higher diastolic blood pressure, a higher proportion of multiple medication use, a lower proportion of chronic kidney disease stage 3 or above, and higher hemoglobin levels(all P<0.05). Compared with the group not receiving rate control, the rate control group had a lower proportion of paroxysmal AF, a faster resting ventricular rate, a higher proportion of smoking history, a higher proportion of multiple medication use, coronary heart disease, pacemaker treatment, chronic obstructive pulmonary disease and/or asthma, and a lower proportion of cognitive impairment(all P<0.05). Multivariate logistic regression analysis revealed that multiple drug use( OR=11.578, 95% CI: 1.341-99.993, P=0.026)was positively associated with rhythm control therapy, while chronic kidney disease stage 3 or above( OR=0.248, 95% CI: 0.063-0.968, P=0.045)was negatively associated with rhythm control therapy.For rate control therapy, multiple drug use( OR=5.056, 95% CI: 2.253-11.347, P<0.001), resting ventricular rate( OR =1.033, 95% CI: 1.005-1.062, P=0.021), and chronic obstructive pulmonary disease(COPD)and/or asthma( OR=2.739, 95% CI: 1.124-6.672, P=0.027)showed positive associations. Conclusions:The application rate of rhythm control therapy is low in elderly AF patients, and ventricular rate control is the main treatment.Complex clinical conditions are the main constraints, and it is urgent to optimize individualized strategies based on prospective studies and develop new treatment techniques to improve clinical practice.
9.Pien Tze Huang Attenuates Cell Proliferation and Stemness Promoted by miR-483-5p in Hepatocellular Carcinoma Cells.
Li-Hui WEI ; Xi CHEN ; A-Ling SHEN ; Yi FANG ; Qiu-Rong XIE ; Zhi GUO ; Thomas J SFERRA ; You-Qin CHEN ; Jun PENG
Chinese journal of integrative medicine 2025;31(9):782-791
OBJECTIVE:
To investigate the effect of miR-483-5p on hepatocellular carcinoma (HCC) cells proliferation and stemness, as well as the attenuating effect of Pien Tze Huang (PZH).
METHODS:
Differentially expressed miRNA between HepG2 cells and hepatic cancer stem-like cells (HCSCs) were identified by a miRNA microarray assay. miR-483-5p mimics were transfected into HepG2 cells to explore the effects of miR-483-5p on cell proliferation and stemness. HepG2 cells and HCSCs were treated with PZH (0, 0.25, 0.50 and 0.75 mg/mL) to explore the effects of PZH on the proliferation and stemness, both in non-induced state and the state induced by miR-483-5p mimics.
RESULTS:
miR-483-5p was significantly up-regulated in HCSCs and its overexpression increased cell proliferation and stemness in HepG2 cells (P<0.05). PZH not only significantly inhibited proliferation in HepG2 cells, but also significantly suppressed the cell proliferation and self-renewal of HCSCs (P<0.05). The effects of miR-483-5p mimics on proliferation and stemness of HepG2 cells were partially abolished by PZH.
CONCLUSIONS
miR-483-5p promotes proliferation and enhances stemness of HepG2 cells, which were attenuated by PZH, demonstrating that miR-483-5p is a potential molecular target for the treatment of HCC and provide experimental evidence to support clinical use of PZH for patients with HCC.
Humans
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MicroRNAs/metabolism*
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Cell Proliferation/drug effects*
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Liver Neoplasms/drug therapy*
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Carcinoma, Hepatocellular/drug therapy*
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Hep G2 Cells
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Neoplastic Stem Cells/metabolism*
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Drugs, Chinese Herbal/therapeutic use*
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Gene Expression Regulation, Neoplastic/drug effects*
10.Identification of a JAK-STAT-miR155HG positive feedback loop in regulating natural killer (NK) cells proliferation and effector functions.
Songyang LI ; Yongjie LIU ; Xiaofeng YIN ; Yao YANG ; Xinjia LIU ; Jiaxing QIU ; Qinglan YANG ; Yana LI ; Zhiguo TAN ; Hongyan PENG ; Peiwen XIONG ; Shuting WU ; Lanlan HUANG ; Xiangyu WANG ; Sulai LIU ; Yuxing GONG ; Yuan GAO ; Lingling ZHANG ; Junping WANG ; Yafei DENG ; Zhaoyang ZHONG ; Youcai DENG
Acta Pharmaceutica Sinica B 2025;15(4):1922-1937
The Janus kinase/signal transducers and activators of transcription (JAK-STAT) control natural killer (NK) cells development and cytotoxic functions, however, whether long non-coding RNAs (lncRNAs) are involved in this pathway remains unknown. We found that miR155HG was elevated in activated NK cells and promoted their proliferation and effector functions in both NK92 and induced-pluripotent stem cells (iPSCs)-derived NK (iPSC-NK) cells, without reliance on its derived miR-155 and micropeptide P155. Mechanistically, miR155HG bound to miR-6756 and relieved its repression of JAK3 expression, thereby promoting the JAK-STAT pathway and enhancing NK cell proliferation and function. Further investigations disclosed that upon cytokine stimulation, STAT3 directly interacts with miR155HG promoter and induces miR155HG transcription. Collectively, we identify a miR155HG-mediated positive feedback loop of the JAK-STAT signaling. Our study will also provide a power target regarding miR155HG for improving NK cell generation and effector function in the field of NK cell adoptive transfer therapy against cancer, especially iPSC-derived NK cells.

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