1.Clinical Efficacy of Xiaoji Hufei Formula in Protecting Children with Close Contact Exposure to Influenza: A Multicenter,Prospective, Non-randomized, Parallel, Controlled Trial
Jing WANG ; Jianping LIU ; Tiegang LIU ; Hong WANG ; Yingxin FU ; Jing LI ; Huaqing TAN ; Yingqi XU ; Yanan MA ; Wei WANG ; Jia WANG ; Haipeng CHEN ; Yuanshuo TIAN ; Yang WANG ; Chen BAI ; Zhendong WANG ; Qianqian LI ; He YU ; Xueyan MA ; Fei DONG ; Liqun WU ; Xiaohong GU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(21):223-230
ObjectiveTo evaluate the efficacy and safety of Xiaoji Hufei Formula in protecting children with close contact exposure to influenza, and to provide reference and evidence-based support for better clinical prevention and treatment of influenza in children. MethodsA multicenter, prospective, non-randomized, parallel, controlled trial was conducted from October 2021 to May 2022 in five hospitals, including Dongfang Hospital of Beijing University of Chinese Medicine. Confirmed influenza cases and influenza-like illness (ILI) cases were collected, and eligible children with close contact exposure to these cases were recruited in the outpatient clinics. According to whether the enrolled close contacts were willing to take Xiaoji Hufei formula for influenza prevention, they were assigned to the observation group (108 cases) or the control group (108 cases). Follow-up visits were conducted on days 7 and 14 after enrollment. The primary outcomes were the incidence of ILI and the rate of laboratory-confirmed influenza. Secondary outcomes included traditional Chinese medicine (TCM) symptom score scale for influenza, influenza-related emergency (outpatient) visit rate, influenza hospitalization rate, and time to onset after exposure to influenza cases. ResultsA total of 216 participants were enrolled, with 108 in the observation group and 108 in the control group. Primary outcomes: (1) Incidence of ILI: The incidence was 12.0% (13/108) in the observation group and 23.1% (25/108) in the control group, with the observation group showing a significantly lower incidence (χ2=4.6, P<0.05). (2) Influenza confirmation rate: 3.7% (4/108) in the observation group and 4.6% (5/108) in the control group, with no statistically significant difference. Secondary outcomes: (1) TCM symptom score scale: after onset, nasal congestion and runny nose scores differed significantly between the two groups (P<0.05), while other symptoms such as fever, sore throat, and cough showed no significant differences. (2) Influenza-related emergency (outpatient) visit rate: 84.6% (11 cases) in the observation group and 96.0% (24 cases) in the control group, with no significant difference. (3) Time to onset after exposure: The median onset time after exposure to index patients was 7 days in the observation group and 4 days in the control group, with a statistically significant difference (P<0.05). ConclusionIn previously healthy children exposed to infectious influenza cases under unprotected conditions, Xiaoji Hufei formula prophylaxis significantly reduced the incidence of ILI. Xiaoji Hufei Formula can be recommended as a specific preventive prescription for influenza in children.
2.Clinical Efficacy of Xiaoji Hufei Formula in Protecting Children with Close Contact Exposure to Influenza: A Multicenter,Prospective, Non-randomized, Parallel, Controlled Trial
Jing WANG ; Jianping LIU ; Tiegang LIU ; Hong WANG ; Yingxin FU ; Jing LI ; Huaqing TAN ; Yingqi XU ; Yanan MA ; Wei WANG ; Jia WANG ; Haipeng CHEN ; Yuanshuo TIAN ; Yang WANG ; Chen BAI ; Zhendong WANG ; Qianqian LI ; He YU ; Xueyan MA ; Fei DONG ; Liqun WU ; Xiaohong GU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(21):223-230
ObjectiveTo evaluate the efficacy and safety of Xiaoji Hufei Formula in protecting children with close contact exposure to influenza, and to provide reference and evidence-based support for better clinical prevention and treatment of influenza in children. MethodsA multicenter, prospective, non-randomized, parallel, controlled trial was conducted from October 2021 to May 2022 in five hospitals, including Dongfang Hospital of Beijing University of Chinese Medicine. Confirmed influenza cases and influenza-like illness (ILI) cases were collected, and eligible children with close contact exposure to these cases were recruited in the outpatient clinics. According to whether the enrolled close contacts were willing to take Xiaoji Hufei formula for influenza prevention, they were assigned to the observation group (108 cases) or the control group (108 cases). Follow-up visits were conducted on days 7 and 14 after enrollment. The primary outcomes were the incidence of ILI and the rate of laboratory-confirmed influenza. Secondary outcomes included traditional Chinese medicine (TCM) symptom score scale for influenza, influenza-related emergency (outpatient) visit rate, influenza hospitalization rate, and time to onset after exposure to influenza cases. ResultsA total of 216 participants were enrolled, with 108 in the observation group and 108 in the control group. Primary outcomes: (1) Incidence of ILI: The incidence was 12.0% (13/108) in the observation group and 23.1% (25/108) in the control group, with the observation group showing a significantly lower incidence (χ2=4.6, P<0.05). (2) Influenza confirmation rate: 3.7% (4/108) in the observation group and 4.6% (5/108) in the control group, with no statistically significant difference. Secondary outcomes: (1) TCM symptom score scale: after onset, nasal congestion and runny nose scores differed significantly between the two groups (P<0.05), while other symptoms such as fever, sore throat, and cough showed no significant differences. (2) Influenza-related emergency (outpatient) visit rate: 84.6% (11 cases) in the observation group and 96.0% (24 cases) in the control group, with no significant difference. (3) Time to onset after exposure: The median onset time after exposure to index patients was 7 days in the observation group and 4 days in the control group, with a statistically significant difference (P<0.05). ConclusionIn previously healthy children exposed to infectious influenza cases under unprotected conditions, Xiaoji Hufei formula prophylaxis significantly reduced the incidence of ILI. Xiaoji Hufei Formula can be recommended as a specific preventive prescription for influenza in children.
3.The efficacy and safety of computed tomography-guided percutaneous cryoablation for malignant liver tumors at high-risk sites
Weihao ZHANG ; Xiaohui ZHAO ; Yan WANG ; Haipeng YU ; Wenge XING ; Tongguo SI
Chinese Journal of Internal Medicine 2024;63(8):762-768
Objective:To assess the efficacy and safety of computed tomography (CT)-guided percutaneous cryoablation in treating malignant liver tumors located explicitly at high-risk sites.Methods:Data were collected retrospectively from patients with malignant liver tumors undergoing percutaneous cryoablation at Tianjin Medical University Cancer Hospital between January 2018 and December 2021. In all, 46 patients with malignant liver tumors at non-high-risk sites were matched 1∶1 according to the maximum tumor diameter. Technical success rate, complete ablation rate, and complications at 12 and 24 months post-surgery were evaluated. A statistical analysis of the ablation effect difference between the high-risk site and non-high-risk site groups was conducted. Univariate and multivariate logistic regression analyses were performed to identify risk factors.Results:Both groups demonstrated a 100% intraoperative technical success rate, and no major complications related to cryoablation were observed. The complete ablation rate was 82.6% (38/46) and 71.7% (33/46) in the high-risk group and 84.8% (39/46) and 73.9% (34/46) in the non-high-risk group at 12 and 24 months, respectively. There was no significant difference in complete ablation rates between the two groups ( P>0.05). Multivariate analysis identified the distance between the tumor edge and high-risk site ≤5 mm and preoperative trans-arterial chemoembolization (TACE) treatment as independent risk factors for cryoablation effect. Conclusion:CT-guided percutaneous cryoablation is a safe and effective approach for patients with malignant liver tumor at high-risk sites. Our results emphasize the importance of proper preoperative planning and intraoperative manipulation.
4.Identification of key biomarkers in adolescent idiopathic scoliosis by bioinformatics analysis
Haipeng XU ; Yaheng JIANG ; Ya WEN ; Chen LIU ; Kaiqi WANG ; Honggen DU
China Modern Doctor 2024;62(18):1-7,12
Objective This study aims to investigate the pathogenesis and identify potential therapeutic targets for adolescent idiopathic scoliosis(AIS)through the utilization of bioinformatics analysis on gene chip data obtained from mesenchymal stem cells.Methods The gene chip GSE110359 was acquired from the gene expression omnibus(GEO)database to procure the gene expression profiles of mesenchymal stem cells derived from AIS and non AIS patients.Weighted gene co-expression network analysis(WGCNA)method was employed to identify the principal modules associated with adolescent idiopathic scoliosis.Furthermore,gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)analyses were conducted.Additionally,immune cell infiltration analysis and protein-protein interaction(PPI)analysis were performed on 28 distinct immune cell types,leading to the identification of core genes.Results A total of eight gene co-expression modules were successfully identified.GO analysis revealed significant enrichment in various biological processes,including response to decreased oxygen levels,response to oxygen levels,ribonucleoprotein complex subunit organization,collagen-containing extracellular matrix,spliceosome snRNP complex,snRNA binding,and extracellular matrix structural components.KEGG analysis demonstrated enrichment in several pathways,such as hypoxia-inducible factor-1 signaling pathway,spliceosome,ferroptosis,fatty acid degradation,and other pathways.Furthermore,the findings pertaining to immune infiltration revealed a noteworthy decrease in the quantity of monocytes within the AIS group compared to the non AIS group(P<0.05).There was a heightened level of infiltration by activated dendritic cells in the AIS group(P<0.05).PPI analysis was conducted,resulting in the identification of angiopoietin-like 4(ANGPTL4),C-X-C motif chemokine ligand 8(CXCL8),solute carrier family 2 member 1(SLC2A1),hexokinase 2(HK2),and transferrin receptor protein(TFRC).Conclusion ANGPTL4,CXCL8,SLC2A1,HK2 and TFRC have been identified as potential biomarkers and therapeutic targets of AIS patients.Monocytes and activated dendritic cells have emerged as significant targets for immunotherapy in the context of AIS.
5.Comparison of clinical manifestations, laboratory characteristics and treatment of 153 patients with acute and chronic brucellosis
Huiqin YANG ; Haipeng ZHENG ; Xudan CHEN ; Ying TAN ; Fuchun ZHANG ; Linghua LI ; Jian WANG
Chinese Journal of Endemiology 2024;43(5):398-403
Objective:To learn about the clinical manifestations, laboratory characteristics and treatment of patients with acute and chronic brucellosis.Methods:Clinical data of 153 brucellosis patients admitted to the Guangzhou Eighth People's Hospital, Guangzhou Medical University from 2012 to 2022 were retrospectively collected, including general information, epidemiological characteristics, clinical manifestations, laboratory test results, imaging examination results, treatment and prognosis. According to the course of disease < 180 d and ≥180 d, these patients were divided into acute brucellosis group and chronic brucellosis group, and the clinical data of the two groups of patients were compared and analyzed.Results:A total of 153 patients with brucellosis were included, including 119 in the acute brucellosis group and 34 in the chronic brucellosis group. The age was (46.2 ± 13.8) years old, with 115 males (75.2%) and 38 females (24.8%), and 85 patients (55.6%) were occupational exposed. Complications occurred in 90 patients (58.8%), and the incidence of complications in the acute brucellosis group was lower than that in the chronic brucellosis group [76.5% (26/34) vs 53.8% (64/119), χ 2 = 5.62, P = 0.018]. The most common clinical manifestations were fever and arthralgia, with 128 cases (83.7%) and 124 cases (81.0%), respectively. The incidence of fever in the acute brucellosis group was higher than that in the chronic brucellosis group [87.4% (104/119) vs 70.6% (24/34), χ 2 = 5.46, P = 0.019], while the incidence of arthralgia was lower than that in the chronic brucellosis group [77.3% (92/119) vs 94.1% (32/34), χ 2 = 4.83, P = 0.027]. In laboratory tests, the positive rate of blood culture was 59.5% (91/153), and it was higher in the acute brucellosis group than that in the chronic brucellosis group [67.2% (80/119) vs 32.4% (11/34), P < 0.05]. The incidence of elevated procalcitonin [PCT, 58.6% (58/99) vs 24.1% (7/29), χ 2 = 10.65, P = 0.001] and the incidence of liver dysfunction [33.9% (40/118) vs 15.2% (5/33), χ 2 = 4.33, P = 0.037] in the acute brucellosis group were higher than those in the chronic brucellosis group. In the imaging examination, 61 patients (39.9%) experienced bone destruction, and the incidence of bone destruction in the chronic brucellosis group was higher than that in the acute brucellosis group [55.9% (19/34) vs 35.3% (42/119), χ 2 = 4.68, P = 0.031]. All patients were treated with antibiotics, with a median of 3 and 4 types of antibiotics used in the acute and chronic brucellosis groups, respectively. The overall incidence of adverse drug reactions was 5.2% (8/153). After treatment, 65 cases (42.5%) recovered, 70 cases (45.8%) improved, and 18 cases (11.8%) did not recover. Conclusions:The main clinical manifestations of brucellosis patients are fever and arthralgia, with a high incidence of complications. All patients are treated with combined antibiotics therapy. Patients in acute brucellosis group have a higher incidence of fever, positive blood culture, elevated PCT and abnormal liver function, while patients in chronic brucellosis group have a higher incidence of complications, arthralgia and bone destruction.
6.The practicability of up-converting phosphor technology in the field of plague epidemic surveillance
Haipeng ZHANG ; Fengyi YANG ; Cunjuan DUAN ; Haiyan PENG ; Liyuan SHI ; Peng WANG ; Youhong ZHONG
Chinese Journal of Endemiology 2024;43(9):755-759
Objective:To evaluate the practical value of the up-converting phosphor technology (UPT) in the field fast detection of plague, and to provide scientific basis for its promotion and application in the field work of plague monitoring.Methods:In September 2020, a total of 116 samples (including 4 samples for epidemic determination) were collected at the plague epidemic site in Menghai County, Yunnan Province, including 24 human blood and lymphatic fluid samples, 83 rat liver and muscle samples, and 9 rat blood samples. In March 2023, a total of 12 rat liver and muscle samples were collected from Lijiang City for on-site monitoring of plague outbreak (all of them were outbreak determination samples). All of the above samples were tested for Yersinia pestis antibody and antigen using the up-converting phosphor technology. At the same time, haemagglutination test, real-time fluorescence quantitative PCR and bacterial culture were conducted to compare the detection process and results of different experimental methods, the advantages and disadvantages of the up-converting phosphor technology for detecting Yersinia pestis were analyzed, and the feasibility of using this detection method in the field of plague epidemic monitoring was judged. Results:The plague epidemic samples site in Menghai County, Yunnan Province were tested by up-converting phosphor technology, and 19 samples were found to be positive for Yersinia pestis (1 antibody-positive and 18 antigen-positive). Among the samples determined, 4 samples with positive results of Yersinia pestis were detected by up-converting phosphor technology, and the results of their haemagglutination test, real-time fluorescence quantitative PCR and bacterial culture were all positive. All samples from Lijiang City were tested by up-converting luminescence technology, two samples were positive for Yersinia pestis(antigen-positive). The results of haemagglutination test and real-time fluorescence quantitative PCR were positive, and one sample was positive for bacterial culture. The time required for up-converting phosphor technology, haemagglutination test, real-time fluorescence quantitative PCR, and bacterial culture were 0.5, 4.0, 2.5 and 72.0 h, respectively. Conclusions:The results of Yersinia pestis detection by up-converting phosphor technology are basically consistent with the results of haemagglutination test, real-time fluorescence quantitative PCR and bacterial culture, but the time used is relatively short. When the number of samples is large, this method can be used preferentially in the field work of plague outbreak monitoring, which can quickly complete the preliminary judgement of plague outbreak, and save a lot of time and economic resources for the next step of plague prevention and control work.
7.Study on Mechanism of Zuogui Jiangtang Jieyu Prescription in Modulating Dopamine Receptors to Ameliorate Neuroinflammation in Rats of Diabetes Mellitus Complicated with Depression
Ping LI ; Manshu ZOU ; Tingting WANG ; Haipeng GUO ; Tingting REN ; Yingxi LIU ; Yingjuan TANG ; Ying HE ; Yuhong WANG ; Yuanshan HAN
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(12):112-119
Objective To explore the effect and related mechanism of Zuogui Jiangtang Jieyu Prescription on neuroinflammation of nucleus accumbens in rats with diabetes mellitus(DM)complicated with depression based on dopamine receptor.Methods DM,depression and DM complicated with depression models were respectively established through a combination of high-fat feeding and streptozotocin intraperitoneal injection,as well as chronic unpredictable mild stress+solitary cage feeding.The rats were divided into control group,depression group,DM group,DM complicated with depression group,positive group,D1R agonists group,D2/3R agonists group and Zuogui Jiangtang Jieyu Prescription group.Depression and learning and memory abilities in rats were assessed using open field experiments,forced swimming experiments and water maze experiments.Neuronal damage in nucleus accumbens was detected through HE and Nissl staining.Serum contents of 5-hydroxytryptamine(5-HT),dopamine(DA),interleukin(IL)-1β and IL-18 were detected by ELISA.The expressions of D1R,D2R,D3R and Iba1/NLRP3 in nucleus accumbens were detected by immunofluorescence.The protein expressions of D1R,D2R,D3R,NLRP3,ASC,Caspase-1 p20 and IL-1β in nucleus accumbens were detected by Western blot.Results Compared with the control group,the changes of fasting blood glucose(FBG)in rats of DM complicated with depression group significantly increased(P<0.01),the total distance and number of activities in the open field experiment,the time ratio of staying in the original platform quadrant and the number of times crossed the original platform in the water maze experiment significantly decreased(P<0.05,P<0.01),the forced swimming immobility time and the escape latency period in the water maze experiment were prolonged(P<0.05,P<0.01),the contents of serum 5-HT and DA significantly decreased(P<0.01),the contents of IL-1β and IL-18 significantly increased(P<0.05,P<0.01),neurons in the nucleus accumbens showed nuclear condensation,degeneration,and increased necrotic cells,with loss of Nissl bodies,the expressions of D1R,D2R and D3R were significantly decreased(P<0.01),while the expressions of NLRP3,ASC,Caspase-1 p20 and IL-1β protein significantly increased(P<0.05,P<0.01).Compared with the DM complicated with depression group,the changes of FBG significantly decreased in the Zuogui Jiangtang Jieyu Prescription group,learning and memory abilities were enhanced,depression-like behavior was improved,and the damage to neurons in the nucleus accumbens was reduced,the contents of serum 5-HT and DA significantly increased(P<0.01),the contents of IL-1β and IL-18 significantly decreased(P<0.01),the expressions of D1R,D2R and D3R in the nucleus accumbens increased(P<0.05,P<0.01),and the expressions of NLRP3,ASC,Caspase-1 p20 and IL-1β protein decreased(P<0.05,P<0.01).Conclusion The dopaminergic system dysfunction and neuroinflammation are the key mechanisms of DM complicated with depression.Zuogui Jiangtang Jieyu Prescription may improve neuroinflammation by regulating the dopamine receptor to inhibit the activation of microglial NLRP3 signaling in the nucleus accumbens.
8.Serological index PAI-1 as risk factor of complications of femoral head necrosis after internal fixation of femoral neck fracture
Yang GAO ; Feng LIU ; Haipeng DONG ; Yaqian WANG ; Chao LIU
International Journal of Laboratory Medicine 2024;45(1):17-21,28
Objective To investigate the risk factors of femoral head necrosis after internal fixation of fem-oral neck fracture,and to clarify the predictive role of serological index plasminogen activator inhibitors-1(PAI-1)on femoral head necrosis.Methods A total of 95 patients undergoing internal fixation for femoral neck fracture were included in the study.Relevant clinical information of patients was obtained and the serum PAI-1 levels of the patients before surgery,1,2,and 3 days after surgery were detected.After 1-year follow-up,patients were divided into necrosis group and non-necrosis group according to the occurrence of femoral head necrosis.Visual Analog Scale(VAS),Western Ontario McMaster University Osteoarthritis Index(WOMAC),and Harris Hip Score(HHS)were conducted in all patients one year after the surgery.The differences of basic clinical information and serum PAI-1 levels before and after the surgery between necrosis group and non-necrosis group were compared,and Logistic regression analysis was performed to identify the relevant risk factors for femoral head necrosis.The relationships between the PAI-1 level after operation and the VAS,WOMAC,and HHS scores of patients were figured out.The receiver operating characteristic(ROC)curve of serum PAI-1 as a predictive indicator for femoral head necrosis was drawn to clarify its predictive val-ue.Results Garden classification and reduction quality between the necrosis group and the non-necrosis group were risk factors for femoral head necrosis(P<0.05).The serum PAI-1 at 1 day and 2 days after surgery in the necrosis group were significantly higher than that in the non-necrosis group(P<0.05).The level of PAI-1 at 1 day and 2 days after surgery was positively correlated with VAS and WOMAC(P<0.05),and negative-ly correlated with HHS(P<0.05).Logistic regression analysis showed that the increase of serum PAI-1 level at 1 day and 2 days after surgery were risk factors for femoral head necrosis(P<0.05).The ROC curve showed that serum PAI-1 level at 2 days after surgery had higher predictive value than that at 1 day after sur-gery,and the cut-off value was 44.8 ng/L,the sensitivity was 68.49%,the specificity was 86.36%,and the ar-ea under the curve(AUC)was 0.807.Conclusion The serum PAI-1 level at 1 day and 2 days after internal fixation of femoral neck fracture could be used to predict the occurrence of femoral head necrosis,especially the serum PAI-1 levels at 2 days after surgery.
9.Metal-organic Framework Immobilized Enzyme and Its Application in Screening of Enzyme Inhibitors of Traditional Chinese Medicine:A Review
Haipeng LIU ; Yong ZHANG ; Jing WANG ; Tianci LYU ; Ruixin DING ; Guihua GAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):256-264
Enzymes are widely used in chemical and pharmaceutical industries because of their advantages of high efficiency and specificity. However, the shortcomings of the free enzymes, such as poor stability and difficulty in recycling, limit their application. Therefore, the immobilization and application of enzymes have become one of the research hotspots. The selection of the immobilization carriers is a critical step in the process of enzyme immobilization. Metal-organic frameworks(MOFs), a kind of porous materials, are formed by the coordination of metal ions or metal clusters with organic ligands. As an emerging immobilization carrier, its advantages such as high porosity, strong stability, and surface modifiability make it ideal for immobilized enzyme carriers. By immobilizing the free enzyme on MOFs, the above mentioned deficiencies of the free enzymes can be effectively solved, which greatly broaden the applicable condition. Ligand fishing is a method to find receptor-specific ligands from complex components, which has the advantages of high efficiency, simple sample pretreatment and high specificity. The MOF-enzyme complex formed by enzyme immobilization can act as a "fishing rod" for ligand fishing, which can screen out the targets from the complex system of components. The complex chemical composition and various active ingredients of traditional Chinese medicine(TCM) make the ligand fishing technology to play a big role in the screening of enzyme inhibitors from TCM. And the screened enzyme inhibitors are expected to be further developed into the lead compounds with good efficacy and low adverse effects, so the immobilized enzymes of MOFs have a wide application in the screening of active ingredients from TCM. Based on this, this paper summarized the methods of immobilized enzymes of MOFs in recent years, analyzed the characteristics, advantages and disadvantages of each method, and summarized the laws of preparation conditions and mechanisms. Meanwhile, the application and future development of immobilized enzymes of MOFs in the field of enzyme inhibitor screening from TCM were also summarized and prospected, with a view to providing a reference for the development of natural ingredients and the modernization of TCM.
10.The significance of intratumoral and peritumoral radiomics models in predicting occult lymph node metastasis in stage T1 non-small cell lung cancer
Haipeng HUANG ; Miaomiao LIN ; Mingwei MA ; Xiang ZHAO ; Roumei WANG ; Kai LI
Journal of Practical Radiology 2024;40(2):198-203
Objective To investigate the significance of intratumoral and peritumoral radiomics models in predicting occult lymph node metastasis in stage T1 non-small cell lung cancer(NSCLC)and to compare the predictive accuracy in different peritumoral radiomics models.Methods The CT images and clinical data of 211 patients without lymph node metastasis on preoperative CT examination and pathologically confirmed NSCLC after surgery were collected.The radiomics features were derived from the three-dimensional volume of interest(VOI)of the intratumoral and peritumoral at 3-,5-,and 10-mm following lesion segmentation on CT images of each patient.The feature data of all nidus were radomly divide into training set and validation set with a ratio of 7︰3.The Pearson or Spearman correlation test was performed to remove redundancy.Dimensionality was reduced by the least absolute shrinkage and selection operator(LASSO)regression analysis.The linear combination of selected features and corresponding coefficients were used to construct the Radiomics score(Radscore).The clinical model and comprehensive model were constructed by logistic regression analysis.The conprehensive model was visualized with the nomogram,and its performance was evaluated.Results Among the peritumoral radiomics models,the peritumoral 5-mm model showed the best predictive efficacy[validation set,area under the curve(AUC)0.771].The comprehensive model containing Radscore,CT image features and CEA exhibited the best performance(validation set,AUC 0.850).Conclusion Intratumoral and peritumoral radiomics models perform efficiently in predicting occult lymph node metastasis in stage T1 NSCLC,and nomogram can effectively and noninvasively predict occult lymph node metastasis in NSCLC.

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