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.Advances in the application of clamshell incision for complex mediastinal tumor resection
Xi CHEN ; Dong LIN ; Xiaolong LI ; Xiangnan XU ; Fu YANG ; Liang WU ; Wei HUANG ; Jiang FAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):561-564
Clamshell incision is widely used in the surgical resection of complex mediastinal tumors, but it is also controversial. Its advantages are the full exposure of the field of vision and the huge operating space, while its disadvantages are the destruction of chest wall muscles and respiratory function impairment. At present, there is a lack of norms for the selection and application of Clamshell incisions, and the definition of complex mediastinal tumors is ambiguous and the dimensions are single. Therefore, this article reviews the literature and combines practical experience to systematically summarize the application progress of Clamshell incisions in the surgical resection of complex mediastinal tumors, with the aim of providing guidance for clinical work.
3.Advances in the application of clamshell incision for complex mediastinal tumor resection
Xi CHEN ; Dong LIN ; Xiaolong LI ; Xiangnan XU ; Fu YANG ; Liang WU ; Wei HUANG ; Jiang FAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):561-564
Clamshell incision is widely used in the surgical resection of complex mediastinal tumors, but it is also controversial. Its advantages are the full exposure of the field of vision and the huge operating space, while its disadvantages are the destruction of chest wall muscles and respiratory function impairment. At present, there is a lack of norms for the selection and application of Clamshell incisions, and the definition of complex mediastinal tumors is ambiguous and the dimensions are single. Therefore, this article reviews the literature and combines practical experience to systematically summarize the application progress of Clamshell incisions in the surgical resection of complex mediastinal tumors, with the aim of providing guidance for clinical work.
4.Enhanced MRI"strawberry sign"for differentiating solitary predominantly cystic brain metastasis and glioma
Bofeng ZHAO ; Wei FENG ; Xiaohan GUO ; Ping CHEN ; Xiaolong FAN ; Baoying CHEN
Chinese Journal of Medical Imaging Technology 2025;41(6):888-891
Objective To observe the value of enhanced MRI"strawberry sign"for differentiating solitary predominantly cystic brain metastasis and glioma.Methods Thirty-four patients with solitary predominantly cystic(cystic proportion greater than 50%)brain metastasis(metastasis group)and 43 with solitary predominantly cystic glioma(glioma group)were retrospectively enrolled,and the value of"strawberry sign"showed on contrast enhanced T1WI(CE-T1WI)for differentiation was analyzed.Results The detection rate of"strawberry sign"in metastasis group was 44.12%(15/34),and the primary cancer was lung adenocarcinoma in 6 cases(6/15,40.00%),small cell lung cancer in 3 cases(3/15,20.00%),as well as lung squamous cell carcinoma,breast cancer,colon adenocarcinoma,endometrioid carcinoma,fallopian tube adenocarcinoma and rectal melanoma each in 1 case(1/15,6.67%).Meanwhile,the detection rate of"strawberry sign"in glioma group was 18.60%(8/43),and all were observed in WHO grade 4 gliomas.The detection rate of"strawberry sign"in metastasis group was higher than that in glioma group,which was not related to patients' gender(P=0.442).The sensitivity,specificity,accuracy,positive predictive value and negative predictive value of"strawberry sign"for differentiating solitary predominantly cystic brain metastasis and glioma was 44.12%,81.40%,64.94%,65.22%and 64.81%,respectively.Conclusion"Strawberry sign"showed on CE-T1WI was helpful for differentiating solitary predominantly cystic brain metastasis and glioma.
5.Principles, technical specifications, and clinical application of lung watershed topography map 2.0: A thoracic surgery expert consensus (2024 version)
Wenzhao ZHONG ; Fan YANG ; Jian HU ; Fengwei TAN ; Xuening YANG ; Qiang PU ; Wei JIANG ; Deping ZHAO ; Hecheng LI ; Xiaolong YAN ; Lijie TAN ; Junqiang FAN ; Guibin QIAO ; Qiang NIE ; Mingqiang KANG ; Weibing WU ; Hao ZHANG ; Zhigang LI ; Zihao CHEN ; Shugeng GAO ; Yilong WU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):141-152
With the widespread adoption of low-dose CT screening and the extensive application of high-resolution CT, the detection rate of sub-centimeter lung nodules has significantly increased. How to scientifically manage these nodules while avoiding overtreatment and diagnostic delays has become an important clinical issue. Among them, lung nodules with a consolidation tumor ratio less than 0.25, dominated by ground-glass shadows, are particularly worthy of attention. The therapeutic challenge for this group is how to achieve precise and complete resection of nodules during surgery while maximizing the preservation of the patient's lung function. The "watershed topography map" is a new technology based on big data and artificial intelligence algorithms. This method uses Dicom data from conventional dose CT scans, combined with microscopic (22-24 levels) capillary network anatomical watershed features, to generate high-precision simulated natural segmentation planes of lung sub-segments through specific textures and forms. This technology forms fluorescent watershed boundaries on the lung surface, which highly fit the actual lung anatomical structure. By analyzing the adjacent relationship between the nodule and the watershed boundary, real-time, visually accurate positioning of the nodule can be achieved. This innovative technology provides a new solution for the intraoperative positioning and resection of lung nodules. This consensus was led by four major domestic societies, jointly with expert teams in related fields, oriented to clinical practical needs, referring to domestic and foreign guidelines and consensus, and finally formed after multiple rounds of consultation, discussion, and voting. The main content covers the theoretical basis of the "watershed topography map" technology, indications, operation procedures, surgical planning details, and postoperative evaluation standards, aiming to provide scientific guidance and exploration directions for clinical peers who are currently or plan to carry out lung nodule resection using the fluorescent microscope watershed analysis method.
6.Gelian Tiaotang Pills Ameliorate Renal Fibrosis in db/db Mice via NLRP3/Caspase-1/GSDMD Pathway
Lihui FAN ; Zhigang WANG ; Xia YANG ; Xiaolong MEI ; Kun ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(6):136-145
ObjectiveTo investigate the effect of Gelian Tiaotang pills on renal fibrosis in db/db mice based on the nucleotide-binding domain leucine-rich repeat and pyrin domain-containing receptor 3 (NLRP3)/cysteinyl aspartate-specific proteinase (Caspase)-1/gasdermin D (GSDMD) signaling pathway. MethodsForty db/db mice were randomly assigned into model, positive control (0.001 3 g·kg·d-1 dapagliflozin suspension), and high-, medium-, and low-dose Gelian Tiaotang pills (3.12, 1.56, and 0.78 g·kg·d-1 suspension of Gelian Tiaotang pills, respectively) groups, with 8 mice in each group. Eight db/m mice were selected as the normal group. The normal group and model group were given equal volumes of pure water, while the drug interventions groups were administrated with corresponding agents by gavage once a day for 12 consecutive weeks. The general conditions of mice were observed daily. The fasting blood glucose (FBG) and body mass were measured every 4 weeks. Kidneys were weighed after sampling, and the kidney index was calculated. An automatic biochemical analyzer was used to measure the serum levels of triglyceride (TG), total cholesterol (TC), serum creatinine (SCr), and blood urea nitrogen (BUN). The pathological changes, extracellular matrix deposition, and renal fibrosis degree were examined by hematoxylin-eosin, periodic acid-schiff (PAS), and Masson staining, respectively. Enzyme-linked immunosorbent assay was employed to measure the levels of interleukin (IL)-1β and IL-18 in the renal tissue. Immunohistochemistry (IHC) was used to detect the localization and expression of fibronectin and collagen Ⅰ in the renal tissue. Western blot was employed to determine the protein levels of NLRP3, Caspase-1, cleaved Caspase-1, GSDMD, and GSDMD-N in the renal tissue. ResultsCompared with the normal group, the model group generally had poor general states and increases in the body mass, kidney weight, kidney index, and levels of FBG, TG, TC, SCr, and BUN (P<0.01). In addition, glomerular pyknosis, increased matrix, vacuolar degeneration of renal tubular epithelial cells, and interstitial infiltration of inflammatory cells were observed in the model group (P<0.01), together with rises in the levels of IL-1β and IL-18 in the renal tissue (P<0.01) and up-regulated protein levels of NLRP3, Caspase-1, cleaved Caspase-1, GSDMD, GSDMD-N, fibronectin, and collagen Ⅰ in the renal tissue (P<0.01). Compared with the model group, 12 weeks of drug interventions reduced the body mass, kidney weight, and kidney index and lowered the levels of FBG, TG, TC, SCr, and BUN in the serum and IL-1β and IL-18 in the renal tissue (P<0.05, P<0.01). Furthermore, drug interventions ameliorated the renal lesions and down-regulated the protein levels of NLRP3, Caspase-1, cleaved Caspase-1, GSDMD, GSDMD-N, fibronectin, and collagen Ⅰ in the renal tissue (P<0.05, P<0.01). The high-dose group of Gelian Tiaotang pills had the best effects. ConclusionGelian Tiaotang pills may inhibit pyroptosis and reduce inflammatory responses by regulating the NLRP3/Caspase-1/GSDMD signaling pathway, thus delaying the process of renal fibrosis in diabetes.
7.Enhanced MRI"strawberry sign"for differentiating solitary predominantly cystic brain metastasis and glioma
Bofeng ZHAO ; Wei FENG ; Xiaohan GUO ; Ping CHEN ; Xiaolong FAN ; Baoying CHEN
Chinese Journal of Medical Imaging Technology 2025;41(6):888-891
Objective To observe the value of enhanced MRI"strawberry sign"for differentiating solitary predominantly cystic brain metastasis and glioma.Methods Thirty-four patients with solitary predominantly cystic(cystic proportion greater than 50%)brain metastasis(metastasis group)and 43 with solitary predominantly cystic glioma(glioma group)were retrospectively enrolled,and the value of"strawberry sign"showed on contrast enhanced T1WI(CE-T1WI)for differentiation was analyzed.Results The detection rate of"strawberry sign"in metastasis group was 44.12%(15/34),and the primary cancer was lung adenocarcinoma in 6 cases(6/15,40.00%),small cell lung cancer in 3 cases(3/15,20.00%),as well as lung squamous cell carcinoma,breast cancer,colon adenocarcinoma,endometrioid carcinoma,fallopian tube adenocarcinoma and rectal melanoma each in 1 case(1/15,6.67%).Meanwhile,the detection rate of"strawberry sign"in glioma group was 18.60%(8/43),and all were observed in WHO grade 4 gliomas.The detection rate of"strawberry sign"in metastasis group was higher than that in glioma group,which was not related to patients' gender(P=0.442).The sensitivity,specificity,accuracy,positive predictive value and negative predictive value of"strawberry sign"for differentiating solitary predominantly cystic brain metastasis and glioma was 44.12%,81.40%,64.94%,65.22%and 64.81%,respectively.Conclusion"Strawberry sign"showed on CE-T1WI was helpful for differentiating solitary predominantly cystic brain metastasis and glioma.
8.Intravascular ultrasound-guided shockwave balloon versus cutting balloon in the treatment of severe coronary artery lesions:comparison of therapeutic effect
Xiaolong ZHAN ; Fengyi CHEN ; Yanbin FAN ; Lei WANG
Journal of Interventional Radiology 2025;34(10):1065-1071
Objective To compare the therapeutic effect of intravascular ultrasound-guided(IVUS-guided)shockwave balloon and cutting balloon in the treatment of severe coronary artery lesions.Methods The clinical data of 180 patients with coronary artery calcified lesions,who were admitted to the Affiliated Zhengzhou Municipal Seventh People's Hospital of Southern Medical University and the Affiliated Henan Provincial Chest Hospital of Zhengzhou University of China from January 2021 to December 2022,were retrospectively analyzed.Using the random number table method,the patients were divided into study group(n=90,receiving IVUS-guided shockwave balloon technology)and control group(n=90,receiving IVUS-guided cutting balloon technology).The surgical outcomes and 24-month follow-up prognosis were compared between the two groups.Results The mean medical cost in the study group was higher than that in the control group(P<0.05).After pretreatment,the plaque load in the study group was lower than that in the control group,while the minimum lumen diameter,minimum lumen area inside the stent,and stent expansion rate in the study group were all greater than those in the control group(all P<0.05).One month after treatment,the patients of both groups showed a significant increase in left ventricular ejection fraction(LVEF)and a significant decrease in left ventricular end diastolic diameter(LVEDd)(both P<0.05),but there were no statistically significant differences in the above two indicators between the two groups(both P>0.05).The median survival time without adverse cardiovascular events(MACE)in the study group was longer than that in the control group(P<0.05).Conclusion For the treatment of coronary artery calcified lesions,the IVUS-guided shockwave balloon technique has a certain and reliable therapeutic effect,the postoperative lumen area of the target vessel is larger,and the long-term prognosis is better,when compared with the IVUS-guided cutting balloon technique.
9.Research progress in chemical constituents and pharmacological activities of Inonotus obliquus
Jiamin CUI ; Hairan FAN ; Haimin KUAI ; Xiaolong HU ; Hao WANG
Journal of China Pharmaceutical University 2025;56(4):515-523
As a medicinal and edible fungus, Inonotus obliquus has a long history of folk application in Russia, Japan, and Northeast China. It is rich in terpenoids, steroids, polysaccharides, phenols, alkaloids, etc, and exhibits pharmacological activities including anti-tumor, hypoglycemic, anti-inflammatory, antioxidant, and lipid-lowering effects. Among these, lanostane-type tetracyclic triterpenes represent its characteristic constituents. This review systematically summarizes the research progress on the chemical components isolated and identified from I. obliquus and their pharmacological activities in recent years. The structures of terpenoids, steroids, and phenolic compounds are compiled and illustrated, with a particular focus on the skeletal types and structural characteristics of lanostane-type tetracyclic triterpenes. This work aims to provide some reference for the further investigation and comprehensive development and utilization of I. obliquus.
10.Correlation between the Detection of Multiple Cytokine Levels in Neonatal Umbilical Cord Plasma and Early-onset Neonatal Sepsis
Zhengjiang CHANG ; Qian WEI ; Xiaolong LIU ; Zhaoying FU ; Meini CHEN ; Jinwei HE ; Haiyan FAN
Journal of Modern Laboratory Medicine 2024;39(4):150-154
Objective To investigate correlation between the expression level of multiple cytokine levels in neonatal umbilical cord plasma and early-onset sepsis for screening out the cytokines with good diagnostic value for early-onset neonatal sepsis(EONS).Methods Full-term neonates and preterm neonates(Gestational age ≥ 32 weeks)of 310 cases between September 2021 and June 2023 were selected as study subjects.According to clinical signs,laboratory results and blood culture,these subjects were divided into 3 groups:control group without sepsis,EONS blood culture positive group and EONS blood culture negative group.Umbilical cord blood plasma of all subjects was collected within 72 hours after birth.The expression levels of cytokines IL-2,IL-4,IL-6,IL-9,IL-10,IL-21,IFN-γ and TNF-α were determined,and cytokines with high expression levels(high correlation)were screened out.Receiver operating characteristic(ROC)curve was used to analyze the specificity and sensitivity of the selected cytokines in the diagnosis of neonatal early-onset sepsis.Results Among the 8 cytokines mentioned above,the concentrations of IL-6,IL-9 and IL-21 in cord blood plasma of neonatal early-onset sepsis positive blood culture patients(392.6±258.7pg/ml,11.9±7.5pg/ml,29.1±16.8 pg/ml)and negative blood culture patients(353.8±244.5pg/ml,10.4±6.3pg/ml,27.7±19.2pg/ml)were higher than those of the control group(34.9±25.1pg/ml,5.9±4.5pg/ml,10.8±10.1 pg/ml),with significant differences(t=23.961,20.732;15.174,17.824;22.466,21.193,all P<0.01),and the increase of IL-6 concentration was the most obvious.ROC curve analysis(the cut-off values of IL-6,IL-9 and IL-21:123.0 pg/ml,3.60 pg/ml,6.00 pg/ml,respectively)showed that the areas under the ROC curve for IL-6,IL-9 and IL-21 alone detection were 0.876(95%CI:0.786~0.955),0.782(95%CI:0.667~0.875)and 0.825(95%CI:0.737~0.913),respectively.The area under the ROC curve for the combined detection of IL-6,IL-9 and IL-21 was 0.930(95%CI:0.875~0.997).The combined detection of IL-6,IL-9 and IL-21 improved the specificity and sensitivity of the test than IL-6,IL-9 and IL-21 alone detection,and the differences were statistically significant(Z=2.137,2.391,2.257,all P<0.05).There was no significant difference in cytokine expression between positive blood culture and negative blood culture neonates with early-onset sepsis(t=0.276~3.377,all P>0.05).Conclusion The cytokines expression of IL-6,IL-9 and IL-21 in neonatal umbilical cord plasma of neonatal early-onset sepsis were increased.Combined detection of IL-6,IL-9 and IL-21 has good diagnostic value for early-onset neonatal sepsis.

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