1.Clinical application of an artificial intelligence system in predicting benign or malignant pulmonary nodules and pathological subtypes
Zhuowen YANG ; Zhizhong ZHENG ; Bin LI ; Yiming HUI ; Mingzhi LIN ; Jiying DANG ; Suiyang LI ; Chunjiao ZHANG ; Long YANG ; Liang SI ; Tieniu SONG ; Yuqi MENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(08):1086-1095
Objective To evaluate the predictive ability and clinical application value of artificial intelligence (AI) systems in the benign and malignant differentiation and pathological type of pulmonary nodules, and to summarize clinical application experience. Methods A retrospective analysis was conducted on the clinical data of patients with pulmonary nodules admitted to the Department of Thoracic Surgery, Second Hospital of Lanzhou University, from February 2016 to February 2025. Firstly, pulmonary nodules were divided into benign and non-benign groups, and the discriminative abilities of AI systems and clinicians were compared. Subsequently, lung nodules reported as precursor glandular lesions (PGL), microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC) in postoperative pathological results were analyzed, comparing the efficacy of AI systems and clinicians in predicting the pathological type of pulmonary nodules. Results In the analysis of benign/non-benign pulmonary nodules, clinical data from a total of 638 patients with pulmonary nodules were included, of which there were 257 males (10 patients and 1 patient of double and triple primary lesions, respectively) and 381 females (18 patients and 1 patient of double and triple primary lesions, respectively), with a median age of 55.0 (47.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis of the two groups of variables showed that, except for nodule location, the differences in the remaining variables were statistically significant (P<0.05). Multivariate logistic regression analysis showed that age, nodule type (subsolid pulmonary nodule), average density, spicule sign, and vascular convergence sign were independent influencing factors for non-benign pulmonary nodules, among which age, nodule type (subsolid pulmonary nodule), spicule sign, and vascular convergence sign were positively correlated with non-benign pulmonary nodules, while average density was negatively correlated with the occurrence of non-benign pulmonary nodules. The area under the receiver operating characteristic curve (AUC) of the malignancy risk value given by the AI system in predicting non-benign pulmonary nodules was 0.811, slightly lower than the 0.898 predicted by clinicians. In the PGL/MIA/IAC analysis, clinical data from a total of 411 patients with pulmonary nodules were included, of which there were 149 males (8 patients of double primary lesions) and 262 females (17 patients of double primary lesions), with a median age of 56.0 (50.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis results showed that, except for gender, nodule location, and vascular convergence sign, the differences in the remaining variables among the three groups of PGL, MIA, and IAC patients were statistically significant (P<0.05). Multinomial multivariate logistic regression analysis showed that the differences between the parameters in the PGL group and the MIA group were not statistically significant (P>0.05), and the maximum diameter and average density of the nodules were statistically different between the PGL and IAC groups (P<0.05), and were positively correlated with the occurrence of IAC as independent risk factors. The average AUC value, accuracy, recall rate, and F1 score of the AI system in predicting lung nodule pathological type were 0.807, 74.3%, 73.2%, and 68.5%, respectively, all better than the clinical physicians’ prediction of lung nodule pathological type indicators (0.782, 70.9%, 66.2%, and 63.7% respectively). The AUC value of the AI system in predicting IAC was 0.853, and the sensitivity, specificity, and optimal cutoff value were 0.643, 0.943, and 50.0%, respectively. Conclusion This AI system has demonstrated high clinical value in predicting the benign and malignant nature and pathological type of lung nodules, especially in predicting lung nodule pathological type, its ability has surpassed that of clinical physicians. With the optimization of algorithms and the adequate integration of multimodal data, it can better assist clinical physicians in formulating individualized diagnostic and treatment plans for patients with lung nodules.
2.27-Hydroxycholesterol/liver X receptor/apolipoprotein E mediates zearalenone-induced intestinal immunosuppression:A key target potentially linking zearalenone and cancer
Ruan HAONAN ; Zhang JING ; Wang YUNYUN ; Huang YING ; Wu JIASHUO ; He CHUNJIAO ; Ke TONGWEI ; Luo JIAOYANG ; Yang MEIHUA
Journal of Pharmaceutical Analysis 2024;14(3):371-388
Zearalenone(ZEN)is a mycotoxin that extensively contaminates food and feed,posing a significant threat to public health.However,the mechanisms behind ZEN-induced intestinal immunotoxicity remain unclear.In this study,Sprague-Dawley(SD)rats were exposed to ZEN at a dosage of 5 mg/kg/day b.w.for a duration of 14 days.The results demonstrated that ZEN exposure led to notable pathological alterations and immunosup-pression within the intestine.Furthermore,ZEN exposure caused a significant reduction in the levels of apolipoprotein E(ApoE)and liver X receptor(LXR)(P<0.05).Conversely,it upregulated the levels of myeloid-derived suppressor cells(MDSCs)markers(P<0.05)and decreased the presence of 27-hydroxycholesterol(27-HC)in the intestine(P<0.05).It was observed that ApoE or LXR agonists were able to mitigate the immunosuppressive effects induced by ZEN.Additionally,a bioinformatics analysis highlighted that the downregulation of ApoE might elevate the susceptibility to colorectal,breast,and lung cancers.These find-ings underscore the crucial role of the 27-HC/LXR/ApoE axis disruption in ZEN-induced MDSCs proliferation and subsequent inhibition of T lymphocyte activation within the rat intestine.Notably,ApoE may emerge as a pivotal target linking ZEN exposure to cancer development.
3.Effect of dexamethasone combined with aminophylline on perioperative airway responses in COVID-19 convalescent patients undergoing gynecological laparoscopic surgery
Wenjing ZHANG ; Xiaolin YANG ; Lin ZHU ; Chunjiao LU ; Xiujuan YANG ; Kun HUANG ; Yuhong WU ; Dengxin ZHANG
Chinese Journal of Anesthesiology 2023;43(5):535-539
Objective:To evaluate the effect of dexamethasone combined with aminophylline on perioperative airway responses in COVID-19 convalescent patients undergoing gynecological laparoscopic surgery.Methods:Sixty-eight COVID-19 convalescent patients, aged 25-57 yr, of American Society of Anesthesiologists Physical Status classification Ⅰ or Ⅱ, undergoing gynecological laparoscopic surgery, were divided into experimental group ( n=34) and control group ( n=34). In experimental group, dexamethasone 10 mg was intravenously injected at the beginning of anesthesia induction, and aminophylline 0.25 g (in 100 ml of normal saline) was intravenously infused for 10 min starting from 15 min before the end of surgery. In control group, the equal volume of normal saline was administrated instead at the same time point. Airway secretions, laryngospasm and bronchospasm were recorded from the time point before operation to 24 h after operation, and coughing was also recorded from emergence to 3 min after extubation. The blood eosinophils (EOS) count, percentage of EOS (EOS%), and neutrophil to lymphocyte ratio were determined, and plasma C reactive protein level was measured by enzyme-linked immunosorbent assay before operation and at 24 h after operation. The serum levels of interleukin-6, tumor necrosis factor-α and interferon-γ were measured before operation, at 5 and 10 min after extubation and at 24 h after operation. Results:Compared with control group, the incidence of coughing, severity of coughing, incidence of increased airway secretion, and grade of airway secretion were significantly decreased, the levels of EOS, EOS%, neutrophil to lymphocyte ratio and plasma C reactive protein in peripheral blood and serum levels of interferon-γ, interleukin-6 and tumor necrosis factor-α were significantly decreased after operation ( P<0.05), and no significant change was found in the incidence of bronchial spasm in experimental group ( P>0.05). No laryngeal spasm occurred in both groups. Conclusions:Dexamethasone combined with aminophylline can relieve the perioperative airway responses by inhibition of inflammatory responses in COVID-19 convalescent patients undergoing gynecological laparoscopic surgery.
4.Current status and progress of treatment for hepatocellular carcinoma with portal vein tumor thrombus
Fengbo ZHANG ; Chunjiao ZHANG ; Hongchi JIANG
Chinese Journal of Digestive Surgery 2021;20(5):568-573
Hepatocellular carcinoma (HCC) is the fifth most common cancers worldwide, which ranks as the second of cancer-related death. Each year, more than half of the new and death cases occur in China. Vascular invasion is one of the important biological characteristics of HCC. HCC with portal vein tumor thrombus is closely related to the prognosis of patients, but there is no consensus on the best treatment method.Based on domestic and foreign literatures, the authors discuss the current status and progress of treatment for HCC with portal vein tumor thrombus, in order to explore the optimal treatment.
5.Analysis of pathogen monitoring results of infectious diarrhea in Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical University from 2016 to 2019
Xiang GAO ; Chunjiao YANG ; Jinghua TIAN ; Huicun ZHANG
Chinese Journal of Preventive Medicine 2021;55(7):879-883
Objective:to analyze the distribution characteristics of major enteropathogens in infectious diarrhea cases attending the intestinal outpatient clinic of Beijing Traditional Chinese medicine hospital, Capital Medical University.Methods:From 2016 to 2019, 588 fecal samples of patients with infectious diarrhea in Beijing Hospital of traditional Chinese Medicine Affiliated to Capital Medical University were collected for microbial isolation, culture, identification and pathogen gene detection. Using VITEK 2 compact full-automatic microbial identification/drug sensitivity analysis system to identify the bacteria isolated from the culture; using serum agglutination test to classify the pure colonies; using multiple fluorescence quantitative PCR amplification technology to detect the gene amplification of the samples.Results:In 2016-2019, the total physical examination rate of pathogen was 39.796%. The top three pathogen were diarrhea Escherichia coli (21.769%, n=128), Salmonella (5.782%, n=34), Vibrio (4.762%, n=28). The difference of positive rates of different pathogens in four years was statistically significant ( P=0.021), and the peak of incidence was from July to September. The positive rate of norovirus was 5.612% ( n=33), and the highest incidence occurred in May. Conclusion:The pathogen of infectious diarrhea patients in Beijing Hospital of Traditional Chinese Medicine Affiliated to Capital Medical University from April to October 2016-2019 is mainly diarrhea Escherichia coli, and the pathogen type of norovirus is GⅡ genome.
6.Analysis of pathogen monitoring results of infectious diarrhea in Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical University from 2016 to 2019
Xiang GAO ; Chunjiao YANG ; Jinghua TIAN ; Huicun ZHANG
Chinese Journal of Preventive Medicine 2021;55(7):879-883
Objective:to analyze the distribution characteristics of major enteropathogens in infectious diarrhea cases attending the intestinal outpatient clinic of Beijing Traditional Chinese medicine hospital, Capital Medical University.Methods:From 2016 to 2019, 588 fecal samples of patients with infectious diarrhea in Beijing Hospital of traditional Chinese Medicine Affiliated to Capital Medical University were collected for microbial isolation, culture, identification and pathogen gene detection. Using VITEK 2 compact full-automatic microbial identification/drug sensitivity analysis system to identify the bacteria isolated from the culture; using serum agglutination test to classify the pure colonies; using multiple fluorescence quantitative PCR amplification technology to detect the gene amplification of the samples.Results:In 2016-2019, the total physical examination rate of pathogen was 39.796%. The top three pathogen were diarrhea Escherichia coli (21.769%, n=128), Salmonella (5.782%, n=34), Vibrio (4.762%, n=28). The difference of positive rates of different pathogens in four years was statistically significant ( P=0.021), and the peak of incidence was from July to September. The positive rate of norovirus was 5.612% ( n=33), and the highest incidence occurred in May. Conclusion:The pathogen of infectious diarrhea patients in Beijing Hospital of Traditional Chinese Medicine Affiliated to Capital Medical University from April to October 2016-2019 is mainly diarrhea Escherichia coli, and the pathogen type of norovirus is GⅡ genome.
7. Prevalence and influential factors of stroke in Jiangxi Province in 2014
Wei ZHOU ; Bing ZHANG ; Xiao HUANG ; Chunjiao YOU ; Biming ZHAN ; Renqiang YANG ; Yifei DONG ; Juxiang LI ; Ping LI ; Kui HONG ; Yanqing WU ; Qinghua WU ; Hai SU ; Huihui BAO ; Xiaoshu CHENG
Chinese Journal of Preventive Medicine 2018;52(1):79-84
Objective:
To discuss the prevalence and influential factors of stroke among population in Jiangxi Province.
Methods:
Four cities in urban areas and four counties in rural areas were selected firstly, in which two districts or townships were selected; and then three communities or villages were chosen from each district and township, respectively, using the simple random sampling (SRS) method. Finally 15 269 subjects aging 15 years old or above, living in Jiangxi Province ≥6 months were randomly selected to participate in this survey from November 2013 to August 2014. Information of population characteristics, life behavior way, individual disease history were collected through questionnaire survey, and height, weight, waist circumference, blood pressure, body fat rate, visceral fat index and so on were measured by instruments. Risk factors of stroke prevalence were analyzed by the unconditioned logistic regression analysis.
Results:
A total of 15 269 participants (6 267 males) from 15 364 eligible participants were included in the statistical analysis. Out of which, 7 793 participants came from urban areas, and their average age was (53.04±17.91) years old. In this study, 226 stroke patients (117 males) were found among15 269 participants, including 122 urban participants and 104 rural participants, whose average age was (67.76±9.74) years old. The prevalence of stroke was 1 480.12/100 000 in 2014, which was separately 1 866.92/100 000 and 1 210.84/100 000 among males and females. The prevalence of people aging (45-49) years old was 413.79/100 000 (6/1 450) , while which among people aging 75 years old and above was 3 311.62/100 000 (61/1 842) . The prevalence of stroke among residents in Jiangxi presented an uprising tendency with age increasing (linear-by-linear association χ2=62.23,
9.Relationship between Plasma FA, ET-1, Hcy and VEGF Levels and Pregnancy Induced Hypertension
Chunjiao LIANG ; Xin HUANG ; Yang WANG ; Wei ZHANG ; Da HUANG ; Lili SUN
Progress in Modern Biomedicine 2017;17(27):5290-5293
Objective:To investigate the relationship between FA,ET-1,Hcy and VEGF in patients with pregnancy induced hypertension.Methods:Selected 80 cases of patients with pregnancy induced hypertension who were treated in our hospital from January 2013 to September 2016,divided into A group (40 cases),and preeclampsia and preeclampsia B group (40 cases),60 cases of normal late pregnant women as C group,60 cases of normal non pregnant women as D group.The plasma levels of FA,ET-1,Hcy and VEGF in each group were detected,and the correlation analysis was performed.Results:The plasma levels of FA and VEGF of group B were lowest in the four groups (P<0.05),the plasma ET-1 and Hcy levels of group B were highest (P<0.05).The plasma FA and VEGF levels of women with pregnancy induce hypertension were lower than those of the healthy late pregnant women.The plasma ET-1 and Hcy levels were higher (P<0.05).The multivariate logistic regression analysis showed that FA,ET-1,Hcy and VEGF levels were risk factors for pregnancy induce hypertension.Conclusion:The elevation of plasma Hcy level caused by FA deficiency in pregnancy might be related to the development of the disease and the incidence of pregnancy induced hypertension syndrome,VEGF might be an important factor in the occurrence and development of pregnancy induced hypertension syndrome.
10.Comparison of clinical outcomes of patients with non-small cell lung cancer harboring different types ;of epidermal grow th factor receptor sensitive mutations after first-line EGFR-TKI treatment
Jingjing LIU ; Shuang ZHANG ; Chunjiao WU ; Lixia MA ; Ying LIU ; Hui LI ; Hongxia CUI ; Ying CHENG
Chinese Journal of Oncology 2016;38(3):211-217
[Abstratc ] Objective To analyze whether there are differences in the efficacy and clinical outcomes to first-line tyrosine kinase inhibitors ( TKI) therapy in Chinese patients with metastatic non-small-cell lung cancer ( NSCLC) harboring different subtypes of epidermal growth factor receptor ( EGFR ) mutations.Methods A retrospective analysis was made on the clinical data of stage ⅢB or Ⅳ NSCLC patients who were diagnosed by histology and received EGFR mutation test, in order to confirm if there is any difference between the therapeutic effects of TKIs as first-line therapy and the prognosis.Results A total of 165 patients harboring EGFR exon 19 deletion (19del, n=71), exon 21 L858R mutation (L858R, n=80) or uncommon sensitive mutation ( n =14 ) were treated with EGFR-TKIs for first-line treatment.The comparison among different groups of common types of sensitive mutations revealed that the objective response rate ( ORR) of group 19del and group L858R were 57.8%and 45.0%, respectively ( P=0.113) . The disease control rate ( DCR) was 93.0%and 93.8%, respectively ( P=0.158) .However, the ORR and DCR of uncommon sensitive mutation were 35.7%and 78.6%, which were significantly lower than that of the group 19del (P=0.035) and group L858R (P=00.20 ).The median progression-free survival (PFS) of group 19del, group L858R and uncommon sensitive mutation were 14.0 months, 7.8 months and 5.1 months, respectively ( P=0.001) .The median PFS of the group 19del was significantly longer than that of the group L858R (P=0.009).The median overall survival (OS) of these three groups had significant difference (22.8, 15.2 and 10.0 months) ( P=0.048) .But those of group 19del and group L858R were similar ( P=0.152) . The multivariate analysis indicated that ECOG-PS (P=0.030), cigarette smoking (P=0.013) and EGFR mutation types (P=0.034) are independent prognostic factors of OS.Conclusions For Chinese NSCLC patients with different types of sensitive mutation, there are differences between their efficacy and prognosis of EGFR-TKIs as first-line treatment.The PFS of group 19del is obviously longer than that of other types of sensitive mutations, but have no significant differences in OS.The PFS and OS of patients with common types of sensitive mutation are better than those with uncommon sensitive mutation.

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