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.Genomic characteristics analysis of a colistin and tigecycline-resistant Klebsiella pneumoniae
Xinjing JIA ; Xinran GONG ; Peng LI ; Chuanyuan DUAN ; Lisha LIU ; Dayang ZOU ; Yong WANG
Journal of Public Health and Preventive Medicine 2024;35(3):37-41
Objective In this study, a strain of colistin and tigecycline-resistant bacteria isolated in 2009 was analyzed, and the structure of drug-resistant plasmid and genetic environment were discussed, so as to provide basis for the prevention and control of multidrug-resistant bacteria. Methods A strain (GZ12244) with positive mcr and tet(M) was obtained by screening colistin and tigecycline resistance genes. Vitek-2 was used for strain identification, and the drug sensitivity test was carried out by broth dilution method. The molecular typing, drug resistance genes, insertion sequences, plasmid structure and genetic background were analyzed by genome-wide sequencing and bioinformatics. Results Strain GZ12244 is Klebsiella pneumoniae, which is resistant to colistin B, tigecycline, cefuroxime and tetracycline, and carries a variety of drug-resistant related genes such as mcr-1 and tet(M), and some of the drug-resistant genes with antibiotic efflux and antibiotic target change have amino acid substitution mutations. Mcr-1 and tet(M) coexist in a plasmid, and mcr-1 flanked by two insertion sequences ISApl1. There are insertion sequences such as IS15, IS1D and ISEc63 in the upstream and downstream of tet(M) gene. Conclusion Klebsiella pneumoniae GZ12244 is a multidrug-resistant strain. The drug-resistant gene exists in plasmid, and the mobile elements in upstream and downstream may spread the drug-resistant gene.
3.Research progress on atrial functional mitral regurgitation
Huowang HUANG ; Peng LI ; Shen HAN ; Li LIN ; Jinting LONG ; Guihua LIU ; Yaxiong LI ; ou Hai LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(09):1369-1375
Atrial functional mitral regurgitation (AFMR) is mitral regurgitation in patients with atrial fibrillation (AF), whose left atrium (LA) is enlarged, the left ventricle is not enlarged or only slightly enlarged, the left ventricular ejection fraction is preserved, and the mitral valve itself has no apparent lesion. At present, the etiology, pathophysiology and mechanism of this disease have not been completely clear yet. Existing studies have found that the causes of AFMR mainly include AF, enlargement of LA and mitral annulus, destruction of mitral annular shape, inability of mitral valve remodeling to compensate for mitral annular expansion, and hamstringing of the posterior mitral leaflet by atriogenic tethering. AFMR is demonstrated to be associated with an increased risk of mortality and readmission due to heart failure. Therefore, it serves as a primary therapeutic target for patients with heart failure and AF. However, the optimal treatment of AFMR still remains controversial. Therefore, this article will mainly expound the current definition, etiology, pathophysiological mechanism, treatment, and prognosis of AFMR.
4.Investigation of blood lipid metabolism and risk factors of prognosis in children with systemic lupus erythematosus
Qin CHENG ; Xinyi WEI ; Wei ZHANG ; Sha LI ; Jingwei LI ; Yuanyuan PENG ; Yu FANG ; Xue XIE
Journal of Public Health and Preventive Medicine 2024;35(6):157-160
Objective To explore the characteristics of blood lipid metabolism indicators and risk factors of prognosis in children with systemic lupus erythematosus (SLE). Methods A total of 54 children who were diagnosed with SLE and hospitalized in Chengdu Women and Children’ s Central Hospital from January 2013 to August 2022 were selected. Clinical data of all children were collected and blood lipid metabolism indicators and biochemical indicators were detected , and binary logistic regression was used to analyze the prognosis risk factors in children with SLE. Results Among the 47 cases (87.04%) had abnormal blood lipid metabolism at admission, and is mainly manifested as elevated levels of LDL-C, TG and TC and decreased level of HDL-C. The proportion of cardiovascular system damage, hematological system damage, urinary protein positivity, and SLEDAI-2000 score in the group with good prognosis were lower than those in the group with poor prognosis, while the proportion of dsDNA positivity was higher in the group with poor prognosis. Binary Logistic regression analysis showed that the cardiovascular system damage and positive urinary protein were risk factors for poor prognosis, with statistically significant differences (P<0.05). Conclusion Abnormal blood lipid metabolism is common in children with SLE, and cardiovascular system damage and positive urinary protein may increase the risk of poor prognosis in young children.
5.Prevalence and risk factors of sleep apnea in patients with Alzheimer39;s disease
Zhanghui PENG ; Jun LIU ; Wanping LIU ; Jing KUANG ; Xinglin HE ; Li LIU
Journal of Public Health and Preventive Medicine 2023;34(3):157-160
Objective To analyze the prevalence and risk factors of sleep apnea syndrome (SAS) in patients with Alzheimer39;s disease (AD), and to provide theoretical basis for the prevention of SAS in AD patients. Methods A total of 130 AD patients admitted to the Department of Neurology of Guang39;an People39;s Hospital of Sichuan Province from January 2019 to September 2022 were selected and divided into control group (without SAS) and observation group (with SAS) according to whether the patients were complicated with SAS{AHI ≥5 times/h}. Snoring, waking at night, dry mouth in the morning, AHI and SaO2 values were compared between the two groups. Clinical data of AD patients, including age, gender, body mass index (BMI), AD course, tobacco and alcohol history, and neurodegenerative diseases, were collected by self-made questionnaire and consulting the patient39;s electronic medical record bed. Univariate analysis and logistic regression were used to analyze the independent risk factors for SAS in AD patients. Results Among 130 AD patients, 43 cases (33.08%) of SAS occurred. The proportion of snoring, awakening at night, dry mouth in the morning and AHI value in the observation group were significantly lower than those in the control group (P<0.05). SaO2 value in observation group was significantly lower than that in control group (P<0.05). There were significant differences in age, duration of AD, BMI, smoking history, combined hypertension, neurodegenerative disease, PSQI score and PSQI score between the two groups (P<0.05). Multivariate logistic regression analysis showed that BMI≥28 kg/m2, PSQI score >16 points and CDR score ≥2 points were independent risk factors for SAS in AD patients (P<0.05). Conclusion The incidence of SAS associated with AD is higher, and the main risk factors are BMI≥28 kg/m2, PSQI score >16 and CDR score. Polysomnosis monitoring should be performed regularly to prevent SAS.
6.Strategies and Potential Drugs to Improve Erythrocyte Oxygen Affinity in Hypobaric and Hypoxic Environment
ZHANG Yuxuan ; QIAN Qingyuan ; WANG Peng ; LI Xiaolin ; LI Maoxing
Chinese Journal of Modern Applied Pharmacy 2023;40(16):2315-2328
OBJECTIVE To summarize the strategies and potential drugs that can improve the oxygen affinity of red blood cells in the hypobaric and hypoxic environment in the current research. METHODS The retrieved literatures were screened, extracted and summarized by referring to the literature on the relationship between hypobaric hypoxic environment and erythrocyte oxygen affinity in CNKI database, Web of Science database and Pubmed database. RESULTS Under the hypobaric and hypoxic environment, the body’s oxygen uptake capacity and oxygen utilization efficiency decreased, resulting in the body being in a state of hypoxia. Improving the oxygen affinity of red blood cells could help the body adapt to and get used to the hypobaric and hypoxic environment, and many improvement methods had been applied in other diseases. CONCLUSION Improving the oxygen utilization rate of red blood cells by increasing the oxygen affinity of erythrocytes under hypobaric and hypoxia environment is the starting point and focus of the current research on preventing the damage of high altitude hypobaric and hypoxic environment to the human body.
7.Tumor-killing effects of CD19 and CD22 bi-specific CAR-T cells on tumor cells
LI Wei1 ; ZENG Weijie2△ ; PENG Hao2 ; LIU Can1 ; LIU Guanghua1 ; XIAO Feidi2 ; ZENG Guifang2 ; LIANG Xiao2 ; CAI Cheguo2 ; HU Juanyuan2 ; ZHOU Ming1
Chinese Journal of Cancer Biotherapy 2022;29(7):623-630
[摘 要] 目的:设计并制备一种分别靶向B细胞表面抗原CD19和CD22的CAR-T细胞,检测其对肿瘤细胞的体内外杀伤效果。方法:将含有人源化 CD19 ScFv的二代CAR分子和带有CD3ε链作为共刺激结构域的CD22 ScFv CAR分子以P2A自剪切肽连接,序列连接于慢病毒载体pLTR-CMV-MCS中,以HEK-293T细胞包装相应的慢病毒载体,感染健康志愿者提供的T细胞制备CAR-19-22-T细胞,同时以相同二代结构分别构建单靶向CAR-T细胞作为参照。构建表达荧光素酶、CD19和/或CD22的前列腺癌3M细胞(靶细胞)。将各种CAR-T细胞与靶细胞共同培养,采用荧光素酶化学发光法和ELISA法检测其对靶细胞的杀伤能力和细胞因子的分泌水平。通过尾静脉注射Raji-Luc细胞构建NOD-SCID免疫缺陷小鼠白血病模型,分别注射各组CAR-T细胞进行治疗并评估其疗效。结果:培养7 d的CAR-19-22-T细胞的CAR-19表达率为13.7%,CAR-22表达率为14.3%。CAR-19-22-T细胞在10∶1效靶比时,对3M-CD19-Luc、3M-CD22-Luc和3M-CD19-CD22-Luc细胞的杀伤率均显著高于T细胞[(78.1±14.4)% vs (11.1±4.3)%、(46.7±10.7)% vs (12.4±2.7)%、(90.5±4.3)% vs (14.3±3.7)%,均P<0.01];与3M-CD19-Luc、3M-CD22-Luc、3M-CD19-CD22-Luc靶细胞共培养后,CAR-19-22-T细胞IFN-γ、TNF-α和IL-2水平均显著低于CAR-19-T和CAR-22-T细胞(P<0.05或P<0.01)。CAR-19-22-T细胞对移植Raji-Luc细胞模型小鼠治疗效果明显,其生存期显著长于T细胞组(P<0.01),与CAR-19-T组和CAR-22-T组荷瘤小鼠比较差异均无统计学意义(均P>0.05)。结论:成功设计并制备了一种双靶点CAR-19-22-T细胞,其能够有效杀伤表达CD19和/或CD22抗原的肿瘤细胞,对Raji-Luc细胞的白血病模型小鼠有显著的治疗效果。
8. Anthrahydroquinone-2,6-disulfonate alleviates paraquat-induced kidney injury via the apelin-APJ pathway in rats
Qi LI ; Tang DENG ; Qi-Feng HUANG ; Shuang-Qin XU ; Hang-Fei WANG ; Xin-Xin WU ; Nan LI ; Yang YI ; Ji-Chao PENG ; Yue HUANG ; Jin QIAN ; Xiao-Ran LIU ; Bo WANG ; Kai-Wen LIN
Asian Pacific Journal of Tropical Biomedicine 2022;12(8):333-342
Objective: To explore the protective effects of anthrahydroquinone-2,6-disulfonate (AH 2 QDS) on the kidneys of paraquat (PQ) poisoned rats via the apelin-APJ pathway. Methods: Male Sprague Dawley rats were divided into four experimental groups: control, PQ, PQ+sivelestat, and PQ+AH 2 QDS. The PQ+sivelestat group served as the positive control group. The model of poisoning was established via intragastric treatment with a 20% PQ pesticide solution at 200 mg/kg. Two hours after poisoning, the PQ+sivelestat group was treated with sivelestat, while the PQ+AH 2 QDS group was given AH 2 QDS. Six rats were selected from each group on the first, third, and seventh days after poisoning and dissected after anesthesia. The PQ content of the kidneys was measured using the sodium disulfite method. Hematoxylin-eosin staining of renal tissues was performed to detect pathological changes. Apelin expression in the renal tissues was detected using immunofluorescence. Western blotting was used to detect the expression levels of the following proteins in the kidney tissues: IL-6, TNF-α, apelin-APJ (the apelin-Angiotensin receptor), NF-κB p65, caspase-1, caspase-8, glucose-regulated protein 78 (GRP78), and the C/EBP homologous protein (CHOP). In in vitro study, a PQ toxicity model was established using human tubular epithelial cells treated with standard PQ. Twenty-four hours after poisoning, sivelestat and AH 2 QDS were administered. The levels of oxidative stress in human renal tubular epithelial cells were assessed using a reactive oxygen species fluorescence probe. Results: The PQ content in the kidney tissues of the PQ group was higher than that of the PQ+AH 2 QDS group. Hematoxylin-eosin staining showed extensive hemorrhage and congestion in the renal parenchyma of the PQ group. Vacuolar degeneration of the renal tubule epithelial cells, deposition of crescent-like red staining material in renal follicles, infiltration by a few inflammatory cells, and a small number of cast formation were also observed. However, these pathological changes were less severe in the PQ+sivelestat group and the PQ+AH 2 QDS group (P<0.05). On the third day after poisoning, immunofluorescence assay showed that the level of apelin in the renal tissues was significantly higher in the PQ+AH 2 QDS group than in the PQ group. Western blotting analysis results showed that IL-6, TNF-α, NF-κB p65, caspase-1, caspase-8, GRP78, and CHOP protein levels in the PQ group were higher than in the PQ+AH 2 QDS group (P<0.05). The expression of apelin-APJ proteins in the PQ+AH 2 QDS group was higher than in the PQ+sivelestat and PQ groups (P<0.05); this difference was significant on Day 3 and Day 7. The level of oxidative stress in the renal tubular epithelial cells of the PQ+AH 2 QDS group and the PQ+sivelestat group was significantly lower than in the PQ group (P<0.05). Conclusions: This study confirms that AH 2 QDS has a protective effect on PQ-poisoned kidneys and its positive effect is superior to that of sivelestat. The mechanism of the protective effects of AH 2 QDS may be linked to reduction in cellular oxidative stress, PQ content of renal tissue, inflammatory injury, endoplasmic reticulum stress, and apoptosis. AH 2 QDS may play a role in the treatment of PQ poisoning by upregulating the expression of the apelin-APJ.
9.Visual function and visual quality in diabetic macular edema treated by Conbercept
International Eye Science 2022;22(1):127-129
AIM: To evaluate the visual function and visual quality of patients with diabetic macular edema treated with conbercept injection.
METHODS: The average change of contrast sensitivity(CS), best corrected visual acuity(BCVA), central retinal thickness(CRT)and NEIVFQ-25 score were observed for 3mo after intravitreal injection of conbercept in 43 eyes of 38 patients with diabetic macular edema.
RESULTS: The mean CS increased from(1.060±0.14)units to(1.47±0.31)units at 12wk after intravitreal injection of conbercept(P<0.05). The average LogMAR BCVA decreased significantly from 0.535±3.32 to 0.333±0.11 at 12wk(P<0.05), and the average CRT decreased significantly from 369.45±36.42μm to 226.53±39.48μm at 12wk(P<0.05). There is not a correlation between the changes in CRT and BCVA and the improvement of CS. The NEIVFQ-25 score improved in 30 cases(79%)from baseline to 12wk. 6 cases(16%)had no change in the NEIVFQ-25 score, and 2 cases(5%)declined in the NEIVFQ-25 score.
CONCLUSION: The treatment of conbercept injection for diabetic retinal macular edema can significantly improve the visual function and the quality of life.
10.Clinical significance and recent research advances of anti-VEGF treatment in ophthalmology
International Eye Science 2020;20(2):282-285
Anti-vascular endothelial growth factor(VEGF)drugs have been used to treat various ophthalmic diseases, especially in the treatment of vascular proliferative ophthalmopathy. Anti-VEGF drugs can significantly inhibit the formation of new blood vessels and reduce retinal edema, thereby improving the patient39;s vision. However, their long-term therapeutic effect and safety require longer-term follow-up and research. This article reviews the application and research progress of anti-VEGF drugs in ophthalmology and provides references for clinical application and further research.


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