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.The intervention of TLR4/NF-κB signaling pathway mediated by Gexia Zhuyu decoction on ulcerative colitis and the effect on intestinal mucosal barrier
Bei HUANG ; Xingwei SUN ; Zhifei HU ; Yuanyuan LI
Journal of Chinese Physician 2025;27(2):220-224
Objective:To investigate the effect of Gexia Zhuyu decoction on Toll-like receptor 4 (TLR4)/Nuclear factor-kappaB (NF-κB) signaling pathway on ulcerative colitis and intestinal mucosal barrier.Methods:A total of 86 cases of ulcerative colitis admitted to Xi′an Traditional Chinese Medicine (TCM) Hospital from March 2019 to July 2023 were prospectively included and divided into observation group and control group according to random number table method, with 43 cases in each group. The control group was treated with mesalazine enteric-coated tablets; The observation group was treated with mesalazine enteric-coated tablets combined with Gexia Zhuyu decoction for removing stasis. The clinical efficacy of the two groups was compared in terms of TCM syndrome score, intestinal mucosal barrier function index [diamine oxidase (DAO), D-lactic acid (D-LA)], TLR4/NF-κB signaling pathway expression and inflammatory factor index [interleukin-6 (IL-6), interleukin-8 (IL-8), tumor necrosis factor-α (TNF-α)] before and after treatment. The occurrence of adverse reactions was also compared.Results:The total effective rate of observation group was higher than that of control group (χ 2=4.074, P=0.044). Before treatment, there was no significant difference in TCM syndrome scores between the two groups (all P>0.05). After treatment, the TCM syndrome scores of both groups were lower than those before treatment (all P<0.05), and the TCM syndrome scores of the observation group were lower than those of the control group (all P<0.05). Before treatment, there were no significant differences in D-LA and DAO levels between the two groups (all P>0.05). After treatment, the levels of D-LA and DAO in both groups were lower than before treatment (all P<0.05), and the levels of D-LA and DAO in the observation group were lower than those in the control group (all P<0.05). After treatment, the mRNA expressions of TLR4 and NF-κB in both groups were decreased compared with those before treatment, and the mRNA expressions of TLR4 and NF-κB in the observation group were lower than those in the control group (all P<0.05). After treatment, the levels of IL-6, IL-8 and TNF-α in both groups were decreased compared with those before treatment (all P<0.05), and the levels of IL-6, IL-8 and TNF-α in the observation group were lower than those in the control group (all P<0.05). There was no significant difference in the incidence of adverse reactions between the two groups (χ 2=2.346, P=0.126). Conclusions:The application of Gexia Zhuyu decoction in the treatment of ulcerative colitis can not only effectively improve the clinical symptoms, signs and intestinal mucosal barrier function, but also improve the inflammatory response by mediating TLR4/NF-κB signaling pathway.
3.The risk factors for elevated serum amylase level in patients with abdominal aortic aneurysm after receiving endovascular aortic repair
Xiaoyan XU ; Zhifei HU ; Feng LIU ; Jianhan YIN ; Wei GUO
Journal of Interventional Radiology 2025;34(5):473-476
Objective To analyze the risk factors for elevated serum amylase level in patients with abdominal aortic aneurysm(AAA)after receiving endovascular aortic repair(EVAR).Methods The clinical data of 162 patients with AAA,who received EVAR at the First Medical Center of Chinese PLA General Hospital of China from June 2020 to June 2021,were retrospectively analyzed.According to postoperative blood amylase level,the patients were divided into elevated amylase group(>150 U/L)and non-elevated amylase group(≤150 U/L).Univariate analysis and multivariate logistic regression model were used to screen out the independent risk factors for elevated amylase.Results Of the 162 patients with AAA after receiving EVAR,54(33.3%,54/162)developed elevated blood amylase.Multivariate logistic regression analysis showed that after adjusting the age,systolic blood pressure,leukocyte,platelet,thrombin time,APTT,fibrinogen,D-dimer,creatinine,alanine aminotransferase,aspartate aminotransferase,operation time and amount of intraoperative blood loss,the preoperative urea level was well correlated with the postoperative blood amylase elevation(OR=1.69,95%CI=1.085-2.650).Conclusion Preoperative urea level is a risk factor for the postoperative blood amylase elevation in patients with AAA after receiving EVAR.
4.The intervention of TLR4/NF-κB signaling pathway mediated by Gexia Zhuyu decoction on ulcerative colitis and the effect on intestinal mucosal barrier
Bei HUANG ; Xingwei SUN ; Zhifei HU ; Yuanyuan LI
Journal of Chinese Physician 2025;27(2):220-224
Objective:To investigate the effect of Gexia Zhuyu decoction on Toll-like receptor 4 (TLR4)/Nuclear factor-kappaB (NF-κB) signaling pathway on ulcerative colitis and intestinal mucosal barrier.Methods:A total of 86 cases of ulcerative colitis admitted to Xi′an Traditional Chinese Medicine (TCM) Hospital from March 2019 to July 2023 were prospectively included and divided into observation group and control group according to random number table method, with 43 cases in each group. The control group was treated with mesalazine enteric-coated tablets; The observation group was treated with mesalazine enteric-coated tablets combined with Gexia Zhuyu decoction for removing stasis. The clinical efficacy of the two groups was compared in terms of TCM syndrome score, intestinal mucosal barrier function index [diamine oxidase (DAO), D-lactic acid (D-LA)], TLR4/NF-κB signaling pathway expression and inflammatory factor index [interleukin-6 (IL-6), interleukin-8 (IL-8), tumor necrosis factor-α (TNF-α)] before and after treatment. The occurrence of adverse reactions was also compared.Results:The total effective rate of observation group was higher than that of control group (χ 2=4.074, P=0.044). Before treatment, there was no significant difference in TCM syndrome scores between the two groups (all P>0.05). After treatment, the TCM syndrome scores of both groups were lower than those before treatment (all P<0.05), and the TCM syndrome scores of the observation group were lower than those of the control group (all P<0.05). Before treatment, there were no significant differences in D-LA and DAO levels between the two groups (all P>0.05). After treatment, the levels of D-LA and DAO in both groups were lower than before treatment (all P<0.05), and the levels of D-LA and DAO in the observation group were lower than those in the control group (all P<0.05). After treatment, the mRNA expressions of TLR4 and NF-κB in both groups were decreased compared with those before treatment, and the mRNA expressions of TLR4 and NF-κB in the observation group were lower than those in the control group (all P<0.05). After treatment, the levels of IL-6, IL-8 and TNF-α in both groups were decreased compared with those before treatment (all P<0.05), and the levels of IL-6, IL-8 and TNF-α in the observation group were lower than those in the control group (all P<0.05). There was no significant difference in the incidence of adverse reactions between the two groups (χ 2=2.346, P=0.126). Conclusions:The application of Gexia Zhuyu decoction in the treatment of ulcerative colitis can not only effectively improve the clinical symptoms, signs and intestinal mucosal barrier function, but also improve the inflammatory response by mediating TLR4/NF-κB signaling pathway.
5.Comparison of suction blister transplantation and noncultured autologous suspension of epidermal cells in treatment of stable vitiligo in the face and neck region
Yong TAO ; Zhifei LIU ; Mingzi ZHANG ; Xiaohan HU ; Nanze YU ; Fei LONG ; Zenan XIA ; Lan MO ; Xiaojun WANG
Chinese Journal of Medical Aesthetics and Cosmetology 2024;30(3):208-212
Objective:To evaluate the differences and aesthetic meaning of stable vitiligo treatment in the face and neck region using suction blister transplantation or noncultured autologous suspension of epidermal cells.Methods:Sixty-four stable vitiligo patients (25 males and 39 females with age ranges from 10 to 46 years, average 25 years) in the face and neck region were randomly divided into two groups (32 patients in each group): one group received suction blister transplantation, while other group received noncultured autologous suspension of epidermal cells. Patients′treatment effectiveness, pigmentation and piecing deformity were evaluated in postoperative 3 months and 6 months.Results:In the postoperative 3 months and 6 months, the effectiveness of suction blister transplantation group was 68.75% (22/32) and 90.63% (29/32), respectively, while the effectiveness of noncultured autologous suspension of epidermal cells group was 59.37% (19/32) and 87.50% (28/32), respectively, in which no significant differences were found between two groups ( P>0.05). No obvious pigmentation and piecing deformity were found in noncultured autologous suspension of epidermal cells group, which were much better than the suction blister transplantation group in postoperative 3 months and 6 months. Conclusions:Both suction blister transplantation and noncultured autologous suspension of epidermal cells could bring good treatment effectiveness for patients of stable vitiligo in the face and neck region. Compared with suction blister transplantation, noncultured autologous suspension of epidermal cells could offer better aesthetic appearance.
6.Transcriptomic comparative study on mouse liver injury caused by ultra-high dose rate irradiation and conventional irradiation
Tianyu YANG ; Mengmeng XU ; Wentao HU ; Yongsheng ZHANG ; Zhifei CAO
Chinese Journal of Radiological Medicine and Protection 2023;43(3):168-175
Objective:To study the effects of FLASH irradiation (FLASH-RT) and conventional irradiation (CONV-RT) on gene expression profile in mouse liver, in order to provide theoretical basis of the potential mechanism of FLASH-RT.Methods:A total of 11 C57BL/6J male mice were divided into healthy control group (Ctrl group), CONV-RT group and FLASH-RT group according to random number table method. Mouse abdomen was treated with 12 Gy CONV-RT or FLASH-RT. Then the mice were killed by neck removal, and the liver tissues were collected to extract total RNA for transcriptome sequencing (RNA-Seq) that was then analyzed by bio-informatics analysis to investigate the changes of gene expression profiles. The mRNA expression levels of Stat1, Irf9 and Rela were verified by quantitative real-time PCR assay.Results:1 762 differentially expressed genes (DEGs) were identified in group FLASH-RT vs. CONV-RT. Among them, 660 genes were up-regulated and 1 102 genes were down-regulated. 1 918 DEGs were identified in groups FLASH-RT vs. Ctrl. Among them, 728 genes were up-regulated and 1 190 genes were down-regulated. 1 569 DEGs were identified in group CONV-RT vs. Ctrl. Among them, 1 046 genes were up-regulated and 523 genes were down-regulated. According to Gene Ontology (GO) analysis, these DEGs from groups FLASH-RT vs. CONV-RT were involved in various functions including defense response to virus, other organisms in cell components, adenylyltransferase activity in molecular function activity. These DEGs from group FLASH-RT vs. Ctrl were involved in various functions including defense response to other oranisms, endoplasmic reticulum chaperone complex, double-stranded RNA binding and so on. These DEGs from group FLASH-RT vs. CONV-RT were involved in several Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways including influenza A, Herpes simplex infection and so on. These DEGs from group FLASH-RT vs. Ctrl were involved in several KEGG pathways including influenza A, NOD-like receptor signaling pathway. Stat1 was likely to be activated by FLASH radiation. The quantitative real-time PCR assay showed that FLASH-RT obviously increased the mRNA expressions of Stat1, Irf9 and Rela ( t=6.62, 2.11, 1.67, P<0.05). Conclusions:FLASH-RT and CONV-RT could alter gene expression profiles in mouse liver tissues, and these DEGs are involved in multiple radiobiological functional pathways. In comparison with CONV-RT, FLASH-RT induces a low level of liver injury, which may due to hypoxia radiation resistance.
7.Comparative analysis of the temporal characteristics of plasma metabolites in glioma mice after ultra-high dose rate radiation and conventional radiation
Jun ZHANG ; Wentao HU ; Zhiming XU ; Xinyang CHENG ; Yongsheng ZHANG ; Zhifei CAO
Chinese Journal of Radiological Medicine and Protection 2023;43(10):759-765
Objective:To investigate the effects of ultra-high dose rate radiation (FLASH-RT) and conventional radiation (CONV-RT) on plasma metabolites in glioma mice.Methods:Tocally 21 male C57BL/6J mice bearing intracranial glioma xenograft were randomly divided into healthy control group ( n=3), CONV-RT group ( n=9) and FLASH-RT group ( n=9). The CONV-RT group was administered a single dose of 24 Gy radiation on the head of mice at a dose rate of 0.4 Gy/s, and the FLASH-RT group was administered a single dose of 24 Gy radiation on the head of mice at a dose rate of 60 Gy/s, and the healthy control group was given 0 Gy pseudoradiation under the same condition. Mice blood was collected through the inner canthus vein for plasma separation at 1, 3 and 7 d after radiation in the two radiation groups, and the blood plasma of healthy control group was collected at 7 days after sham radiation. The changes in plasma metabolites were detected by the non-targeted metabolomics based on liquid chromatography mass spectrometry tandem platform. Results:After irradiation, the metabolites in plasma of two irradiation groups had significant difference. Compared with the healthy control group, 12 and 5 differential metabolites were screened out in the FLASH-RT group and CONV-RT group at three time points, respectively. The difference of plasma metabolites had the largest value at 1 day and decreased at 3 and 7 d after radiation. The arachidonic acid and isovaleric acid, involving arachidonic acid metabolism, biosynthesis of unsaturated fatty acids, and tyrosine metabolism pathways were screened in both FLASH-RT group and CONV-RT group, and the 10 differential metabolites, mainly involving energy metabolism and redox reactions, only existed in the FLASH-RT group.Conclusions:Arachidonic acid and isovaleric acid may be the common sensitive biomarkers to different radiation patterns, which provides ideas for further exploring the molecular mechanism of FLASH-RT in the treatment of glioma.
8.Characteristics and diversity of infectious diarrheal caused by various pathogens
Zhaokai HE ; Jing WANG ; Hao SUN ; Jia SU ; Xiang LIU ; Wenpeng GU ; Deshan YU ; Longze LUO ; Mingliu WANG ; Bin HU ; Wanfu HU ; Jing TONG ; Meng YANG ; Shaoling WANG ; Chunxiang WANG ; Yanling WANG ; Zhifei ZHAN ; Ran DUAN ; Shuai QIN ; Huaiqi JING ; Xin WANG
Chinese Journal of Epidemiology 2020;41(8):1328-1334
Objective:To understand the characteristics and differences of diarrhea-related symptoms caused by different pathogens, and the clinical features of various pathogens causing diarrhea.Methods:Etiology surveillance program was conducted among 20 provinces of China from 2010 to 2016. The acute diarrhea outpatients were collected from clinics or hospitals. A questionnaire was used to survey demographics and clinical features. VFeces samples were taken for laboratory detection of 22 common diarrhea pathogens, to detect and analyze the clinical symptom pattern characteristics of the patient’s.Results:A total of 38 950 outpatients were enrolled from 20 provinces of China. The positive rates of Rotavirus and Norovirus were the highest among the five diarrhea-causing viruses (Rotavirus: 18.29%, Norovirus: 13.06%). In the isolation and culture of 17 diarrhea-causing bacterial, Escherichia coli showed the highest positive rates (6.25%). The clinical features of bacterial diarrhea and viral diarrhea were mainly reflected in the results of fecal traits and routine examination, but pathogenic Vibrio infection was similar to viral diarrhea. Conclusion:Infectious diarrhea presents different characteristics due to various symptoms which can provide a basis for clinical diagnosis.
9.Epidemiological and virus molecular characterization of dengue fever outbreak in Hunan province, 2018
Liang CAI ; Hengjiao ZHANG ; Fangling HE ; Yale FENG ; Shixiong HU ; Juan WANG ; Fuqiang LIU ; Yonglin JIANG ; Xialin TAN ; Haiming PAN ; Binbin TANG ; Hao YANG ; Haoyu LONG ; Zhifei ZHAN ; Lidong GAO
Chinese Journal of Epidemiology 2020;41(12):2119-2124
Objective:To analyze the epidemiological and etiological characteristics of a dengue fever outbreak in Hunan province in 2018.Methods:Real-time PCR assay was performed for the laboratory diagnosis of 8 suspected dengue fever cases. Etiological surveillance was performed in 186 suspected dengue fever cases and fever cases who had close contacts with dengue fever patients. C6/36 cells was used for the virus isolation from acute phase serum. By sequencing the full length of E genes of 15 dengue virus strains, phylogenetic analysis was performed based on the sequences obtained, including reference sequences from the NCBI GenBank database, the serotypes and gene subtypes of the virus were analyzed to trace the possible source of transmission. An emergency monitoring of vector density and a retrospective survey of sero-epidemiology in healthy population were conducted in the epidemic area.Results:In the serum samples of 8 suspected patients, 6 were dengue virus RNA positive, and 4 were NS1 antigen positive. In 186 suspected patients, 96 were dengue virus nucleic acid, NS1 antigen or antibody positive in etiological test. A total of 64 dengue virus strains were isolated. The phylogenetic analysis showed that all the dengue virus strains belonged to type 2, which might be from Guangdong or Zhejiang provinces. The Bretub index was up to 65, indicating an extremely high risk of transmission. The positive rate of the dengue virus IgG antibody was 0.53%(2/377) in retrospective survey of 377 healthy people.Conclusion:The field epidemiologic and the molecular genetics analyses showed the outbreak of dengue fever in Hunan in 2018 was caused by imported cases and dengue virus 2.
10.Discovery and etiological diagnosis of the first imported Chikungunya fever epidemic in Hunan province
Fangling HE ; Hengjiao ZHANG ; Juan WANG ; Jian HE ; Xuxiang LONG ; Bei LIU ; Rui YANG ; Shixiong HU ; Zhifei ZHAN ; Liang CAI ; Lidong GAO
Chinese Journal of Experimental and Clinical Virology 2020;34(2):175-179
Objective:To confirm the first imported Chikungunya fever (CHIK) epidemic in Hunan province.Methods:Serum samples of patients and colleagues were collected. The nucleic acids of Dengue virus (DENV), Yellow fever virus (YFV), Chikungunya virus (CHIKV) were detected by real- time fluorescent quantitative PCR. The positive PCR products were sequenced. Phylogenetic tree was constructed.Results:The serum samples of the patient and one of the five colleagues were positive for CHIKV. The Blast comparison of gene sequence showed 99% homology with CHIKV sequences. The infected CHIKV belonged to ECSA genotype in the phylogenetic tree.Conclusions:The first imported CHIK epidemic in Hunan province was confirmed through the epidemiological survey and etiologic detection.

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