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.Dynamic changes in infarction core volume and related factors in AIS-LVO patients
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(7):802-805
Objective To investigate the dynamic changes in infarct core volume in patients with acute ischemic stroke due to large vascular occlusion(AIS-LVO)after treatment and analyze its related factors.Methods A total of 180 elderly AIS-LVO patients admitted to our department from January 2022 to December 2023 were recruited in this study.The age,past history,baseline National Institutes of Health Stroke Scale score,time from onset to admission,time from onset to CT perfusion imaging,and collateral circulation status of all patients were collected.After treat-ment,their final infarct core volume was 16.39±4.35 ml,and the growth rate of infarct core was 0.75±0.23 ml/h,and according to the growth rate,89 cases were assigned into group A(>0.7 ml/h)and 91 cases into group B(≤0.7 ml/h).The dynamic changes in infarct core volume after treatment was evaluated with infarct core growth rate,and multivariate logistic regression was used to analyze the related factors affecting the dynamic changes.Results Group A had signifi-cantly higher baseline NIHSS score,longer time from onset to admission,longer time from onset to CT perfusion[14.52±2.40 vs 13.60±3.28,P=0.033;(3.16±0.44)h vs(3.01±0.39)h,P=0.017;(4.14±0.36)h vs(4.03±0.36)h,P=0.042],and lower collateral circulation score when compared with group B(2.11±0.35 vs 2.66±0.47,P=0.001).Multivariate logistic regression analysis showed that time from onset to admission(OR=0.311,95%CI:0.123-0.781,P=0.013)and collateral circulation score(OR=17.911,95%CI:7.717-41.943,P=0.001)were influencing factors for the change of infarct core volume in AIS-LVO patients after treatment.Conclusion The infarct core volume in patients with AIS-LVO presents dynamic changes after treatment,and it is related to the time from onset to admission and collateral circulation score.
3.Clinical study of Tongren Niuhuang Qingxin Pills combined with Telmisartan in the treatment of hypertensive vertigo syndrome of phlegm-heat disturbance
Chunmei YUE ; Yanling XIAO ; Xiaohua LONG ; Fanfei KONG ; Xiaotong XU ; Yanjiao FENG ; Jingjing ZHAO ; Quan LIU ; Chunjiao DONG ; Ming TANG ; Yang YANG
International Journal of Traditional Chinese Medicine 2024;46(5):588-593
Objective:To observe the clinical efficacy and safety of Tongren Niuhuang Qingxin Pills combined with telmisartan tablets in the treatment of hypertensive vertigo syndrome of phlegm-heat disturbance.Methods:Randomized controlled trial was conducted. Totally 80 patients with hypertension vertigo and phlegm-heat disturbance syndrome were selected from March 2021 to August 2022 at Beijing Tongrentang Hospital of Traditional Chinese Medicine as the observation objects. They were randomly divided into two groups using a random number table method, with 40 cases in each group. The control group received oral telmisartan tablets, while the experimental group received Tongren Niuhuang Qingxin Pills in addition to the control group. Both groups were treated for 28 days and followed up for 1 month. The patients' room blood pressure before and after treatment was measured, and TCM syndrome scores were evaluated. The dizziness assessment rating scale (DARS) was used to evaluate the severity of dizziness, adverse reactions during treatment were recorded, drug safety was observed, and clinical efficacy was evaluated.Results:The total effective rate of the experimental group was 85.0% (34/40), and that of the control group was 7.5% (3/40), with statistical significance between the two groups ( χ2=48.32, P<0.001). Compared with before treatment, the experimental group had SBP [(136.63 ± 6.01) mmHg vs. (159.30 ± 9.01) mmHg, t=-21.00] and DBP [(84.48 ± 4.36) mmHg vs. (95.30 ± 3.75) mmHg, t=-13.80] after treatment; after treatment, SBP [(137.34 ± 6.39) mmHg vs. (158.00 ± 10.06) mmHg, t=-5.28] and DBP [(86.08 ± 4.43) mmHg vs. (95.18 ± 6.61) mmHg, t=-8.09] decreased in the control group ( P<0.01), but there was no statistical significance between the two groups after treatment ( P>0.05). After treatment, the TCM syndrome scores in the experimental group (8.68 ± 3.39 vs. 15.12 ± 3.03, Z=-6.61) were lower than those in the control group ( P<0.001), and DARS score [(8.53 ± 3.93) vs. (12.20 ± 3.95), Z=-3.63] was lower than that in the control group ( P<0.001). After treatment, the therapeutic effect index of TCM syndromes in the experimental group improved compared to before treatment in the same group. The therapeutic effect index of each symptom, from high to low, was as follows: rotation of oneself or visual objects>numbness of limbs>dry stool>dizziness and dizziness>liking cold drinks>bitter and dry mouth>red urine>red tongue, yellow coating, and greasy tongue>vomiting sticky and turbid phlegm>tinnitus>smooth pulse. There were no significant adverse reactions during the treatment of the two groups. Conclusion:Tongren Niuhuang Qingxin Pills combined with telmisartan can reduce the blood pressure of patients with hypertensive vertigo syndrome of phlegm-heat disturbance, improve the vertigo symptoms and TCM syndromes of patients, and the efficacy evaluation is superior to that of telmisartan alone.
4.27-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.
5.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.
6.Respiratory syncytial virus persistent infection causes acquired CFTR dysfunction in human bronchial epithelial cells
Chunjiao LONG ; Mingming QI ; Jinmei WANG ; Jinhua LUO ; Xiaoqun QIN ; Ge GAO ; Yang XIANG
Journal of Central South University(Medical Sciences) 2021;46(9):949-957
Objective: Many studies have shown that respiratory syncytial virus persistent infection may be the main cause of chronic respiratory pathology. However, the mechanism is unclear. Cystic fibrosis transmembrane conduction regulator (CFTR) is an apical membrane chloride channel, which is very important for the regulation of epithelial fluid, chloride ion, and bicarbonate transport. CFTR dysfunction will lead to changes in bronchial secretions and impair mucus clearance, which is related to airway inflammation. In our previous study, we observed the down-regulation of CFTR in airway epithelial cells in respiratory syncytial virus (RSV) infected mouse model. In this study, we further investigated the expression and function of CFTR by constructing an airway epithelial cell model of RSV persistent infection. Methods: 16HBE14o- cells were infected with RSV at 0.01 multiplicity of infection (MOI). The expression of CFTR was detected by real-time RT-PCR, immunofluorescence, and Western blotting. The intracellular chloride concentration was measured by N-(ethoxycarbonylmethyl)-6-methoxyquinolium bromide (MQAE) and the chloride current was measured by whole-cell patch clamp recording. Results:16HBE14o-cells infected with RSV were survived to successive passages of the third generation (G3), while the expression and function of CFTR was progressively decreased upon RSV infection from the first generation (G1) to G3. Exposure of 16HBE14o-cells to RSV led to the gradual increase of TGF-β1 as well as phosphorylation of Smad2 following progressive RSV infection. Disruption of TGF-β1 signaling by SB431542 prevented Smad2 phosphorylation and rescued the expression of CFTR. Conclusion:RSV infection can lead to defective CFTR function in airway epithelial cells, which may be mediated via activation of TGF-β1 signaling pathway.
7.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.
8.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.
9.Exploration of an integrated system of digital imaging medical records of a hospital
Liqiong MIAO ; Desheng SHAN ; Chunjiao YANG ; Xiaocui LI ; Jun MA ; Oujie LI ; Yue FANG
Chinese Journal of Hospital Administration 2018;34(6):497-499
Objective To explore the integration of the digital imaging medical records system and the hospital information system ( HIS), for a hospital-wide information platform for digital medical records management. Methods All the medical records were classified as " to copy and not to copy" by sampling, and an item corresponding table was developed for both HIS medical record files and imaging records copying types. The imaging copying system for paper-based medical records only covers those must-copy ones, while those medical record files without need to be copied were directly transcoded via the interface to the imaging medical records system from the HIS system. This makes digital imaging medical records complete. Results The digital imaging medical record system is thus integrated, and the cost of making imaging medical records was sizably reduced without compromising the quality and integrity of medical records. Conclusions Imaging medical records produced by copying paper-based ones are integrated with those directly sent via the interface to the imaging medical records system, forming complete digital imaging records, at a much lower cost.
10.Effect of constitution nursing by TCM on urinary salt scaling and tract infection in patients with ureteral stents
Juan CHEN ; Chunjiao ZHOU ; Zunguang BAI ; Youyou YANG
Modern Clinical Nursing 2018;17(1):38-41
Objective To explore the effect of constitution nursing care by Traditional Chinese Medicine (TCM) theory on urinary salt scaling in patients with ureteral stents.Methods Thirty patients with ureteral stents after ureteroscopy were recruited in the study.The TCM constitution Scale was used to perform the TCM constitution categorization.Then constitution nursing by TCM theory was done based on the symptoms and diagnosis.The urinary salt scaling in the patients was explored. Result In the 30 patients,the incidence of urinary salt scaling were 26.7% (8/30)and no urinary tract infection occurred. Conclusion The nursing by TCM theory can relieve the clinical symptoms by indwelling ureteral stents and reduce the incidence of urinary salt scaling.

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