Objective To explore the recognition capabilities of electronic nose combined with machine learning in identifying the breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine (TCM) syndrome elements. Methods The study design was a single-center observational study. General data and four diagnostic information were collected from 108 patients with pulmonary nodules admitted to the Department of Cardiothoracic Surgery of Hospital of Chengdu University of TCM from April 2023 to March 2024. The patients' TCM disease location and nature distribution characteristics were analyzed using the syndrome differentiation method. The Cyranose 320 electronic nose was used to collect the odor profiles of oral exhalation, and five machine learning algorithms including random forest (RF), K-nearest neighbor (KNN), logistic regression (LR), support vector machine (SVM), and eXtreme gradient boosting (XGBoost) were employed to identify the exhaled breath profiles of benign and malignant pulmonary nodules and different TCM syndromes. Results (1) The common disease locations in pulmonary nodules were ranked in descending order as liver, lung, and kidney; the common disease natures were ranked in descending order as Yin deficiency, phlegm, dampness, Qi stagnation, and blood deficiency. (2) The electronic nose combined with the RF algorithm had the best efficacy in identifying the exhaled breath profiles of benign and malignant pulmonary nodules, with an AUC of 0.91, accuracy of 86.36%, specificity of 75.00%, and sensitivity of 92.85%. (3) The electronic nose combined with RF, LR, or XGBoost algorithms could effectively identify the different TCM disease locations and natures of pulmonary nodules, with classification accuracy, specificity, and sensitivity generally exceeding 80.00%.Conclusion Electronic nose combined with machine learning not only has the potential capabilities to differentiate the benign and malignant pulmonary nodules, but also provides new technologies and methods for the objective diagnosis of TCM syndromes in pulmonary nodules.

Objective:To investigate the value of peripheral blood platelet to gamma-glutamyl transferase ratio (PLT/GGT) in evaluating plaque stability recognized by virtual histology-intravascular ultrasound (VH-IVUS) in patients with coronary heart disease.Methods:This study was a prospective study. A total of 100 patients with coronary heart disease admitted in Zhejiang Veteran Hospital/the Third Affiliated Hospital of Jiaxing University from June 2020 to December 2022 were included. They were divided into vulnerable plaque group (42 cases) and stable plaque group (58 cases) based on the stability of the plaque examined by VH-IVUS. The general data, PLT/GGT and other laboratory indexes were compared between the two groups. The relationship between PLT/GGT and plaque stability in peripheral blood of patients with coronary heart disease and the evaluation value of PLT/GGT on plaque stability were analyzed.Results:The levels of C-reactive protein (CRP) and gamma-glutamyl transferase (GGT) in the vulnerable plaque group were higher than those in the stable plaque group: (8.07 ± 1.85) mg/L vs. (7.23 ± 1.57) mg/L, (72.39 ± 10.85) U/L vs. (67.13 ± 8.57) U/L, and PLT, PLT/GGT levels were lower than those in the stable plaque group: (180.76 ± 11.75) × 10 9/L vs. (187.36 ± 12.47) × 10 9/L, 2.55 ± 0.42 vs. 2.84 ± 0.41, the differences were statistically significant ( P<0.05). Point two column correlation found that the plaque stability recognized by VH-IVUS in patients with coronary heart disease was related to CRP, GGT, PLT, PLT/GGT ( P<0.05). Receiver operating characteristic curve analysis showed that the area under the curve (AUC) for assessing plaque stability using the peripheral blood PLT/GGT in patients with coronary heart disease was 0.71, which had certain evaluation value. Conclusions:The peripheral blood PLT/GGT in patients with coronary heart disease is closely related to the plaque stability recognized by VH-IVUS, and can be used as an effective indicator for evaluating plaque stability in patients.

Objective:To explore the relationship between the triglyceride glucose (TyG) index and the risk of developing hypertension among rural Chinese adults.Methods:A prospective cohort study was conducted from 2007 to 2008, involving 20 194 adults selected through random cluster sampling from a rural community in Luoyang City, Henan Province. Follow-ups were carried out in 2013-2014 and 2018-2020. After excluding participants with hypertension at baseline, those with missing TyG index data, individuals who passed away during follow-up, and those with incomplete hypertension status at the second visit, 9 802 participants were included in the analysis. Baseline and follow-up assessments included questionnaire interviews, physical measurements (including blood pressure), and blood sample collection for fasting lipid and glucose levels. Participants were divided into four groups according to TyG index quartiles, and a modified Poisson regression model was utilized to assess the association between TyG index quartiles and hypertension risk.Results:The study cohort comprised 9 802 participants with a median age of 48 (39, 57) years, including 3 803 males (38.80%). Participants were distributed across TyG index quartiles as follows: TyG<8.2 group (2 224 individuals), TyG 8.2-8.5 group (2 653 individuals), TyG 8.6-8.9 (2 441 individuals), and TyG≥9.0 (2 484 individuals). Over a follow-up period of (11.1±1.3) years, 3 378 subjects developed hypertension, resulting in a cumulative incidence of 34.46% (3 378/9 802). The risk of hypertension increased with higher TyG index quartiles ( Ptrend<0.05). Compared to the TyG<8.2, the TyG 8.2-8.5 ( RR=1.11, 95% CI 1.01-1.22, P=0.023), TyG 8.6-8.9 ( RR=1.16, 95%CI 1.06-1.27, P=0.023), and TyG≥9.0 ( RR=1.20, 95%CI 1.10-1.31, P=0.023) exhibited increased hypertension risk after adjusting for age, gender, educational level, and other potential confounders. Subgroup analyses based on gender and age at baseline yielded results consistent with the main analysis. Conclusions:The TyG index is positively correlated with the risk of developing hypertension in the rural adult population.

Lipopolysaccharides (LPS) are major outer membrane components of Gram-negative bacteria. Unlike most Gram-negative bacteria, Acinetobacter baumannii can still survive and acquire polymyxin resistance after complete loss of LPS. Previous studies of LPS-deficient Acinetobacter baumannii mostly focused on LPS-deficient strains induced by polymyxin, whose background was complex and unstable. To investigate LPS loss-mediated polymyxin resistant-Acinetobacter baumannii, this study constructed a stable and clear background LPS-deficient strain by knocking out lpxC gene in Acinetobacter baumannii ATCC 19606 with CIRSPR/Cas9, and then studied the phenotypic changes of the lpxC-deficient strain including morphology, growth rate, antibiotic susceptibility, virulence, membrane permeability, and membrane potential. Animal experiments were approved by the Animal Care and Welfare Committee Institute of Medicinal Biotechnology, CAMS and PUMC (approval number: IMB-20240119D₉). The results indicated that the lpxC gene of Acinetobacter baumannii ATCC 19606 was successfully knocked out. After losing the lpxC, the strain underwent the morphological change from rod-shaped to spherical. Furthermore, it leads to reduced growth rate, enhanced membrane permeability, decreased membrane potential, lower virulence, and increased antibiotic susceptibility to β-lactams, quinolones, aminoglycosides, macrolides, glycopeptides. The lpxC deletion results in significant changes in membrane homeostasis and adaptability of Acinetobacter baumannii. Understanding the phenotypic changes of colistin-resistant Acinetobacter baumannii mediated by LPS loss is useful for exploring the resistance mechanism of Acinetobacter baumannii and developing new therapeutic strategies.

Objective We aimed to compare the efficacy and prognosis of percutaneous coronary intervention(PCI)in complex and high-risk patients with coronary heart disease(CHD)treated with extracorporeal membrane oxygenation(ECMO)combined with intra-aortic balloon pump(IABP)assistance,and explore the application value of combined use of mechanical circulatory support(MCS)devices in complex PCI.Methods A total of patients who met the inclusion criteria and underwent selective PCI supported by MCS at the Department of Cardiology,the First Affiliated Hospital of the Air Force Medical University from January 2018 to December 2022 were continuously enrolled.According to the mechanical circulatory support method,the patients were divided into ECMO+IABP group and IABP group.Clinical characteristics,angiographic features,in-hospital outcomes,and complications were collected.The intra-hospital outcomes and major adverse cardiovascular events(MACE)at one month and one year after the procedure were observed.The differences and independent risk factors between the two groups in the above indicators were analyzed.Results A total of 218 patients undergoing elective PCI were included,of which 66 patients were in the ECMO+IABP group and 152 patients were in the IABP group.The baseline characteristics of the two groups of patients were generally comparable,but the ECMO+IABP group had more complex lesion characteristics.The proportion of patients with atrial fibrillation(6.1％vs.0.7％,P=0.030),left main disease(43.9％vs.27.0％,P=0.018),triple vessel disease(90.9％vs.75.5％,P=0.009),and RCA chronic total occlusion disease(60.6％vs.35.5％,P＜0.001)was higher in the ECMO+IABP group compared to the IABP group.The proportion of patients with previous PCI history was higher in the IABP group(32.9％vs.16.7％,P=0.014).There was no statistically significant difference in the incidence of in-hospital complications between the two groups(P=0.176),but the incidence of hypotension after PCI was higher in the ECMO+IABP group(19.7％vs.9.2％,P=0.031).The rates of 1-month MACE(4.5％vs.2.6％,P=0.435)and 1-year MACE(7.6％vs.7.9％,P=0.936)were comparable between the two groups.Multivariate analysis showed that in-hospital cardiac arrest(OR 7.17,95％CI 1.27-40.38,P=0.025)and after procedure hypotension(OR 3.60,95％CI 1.10-11.83,P=0.035)were independent risk factors for the occurrence of 1-year MACE.Conclusions Combination use of ECMO+IABP support can provide complex and high-risk coronary heart disease patients with an opportunity to achieve coronary artery revascularization through PCI,and achieve satisfactory long-term prognosis.

Objective To establish an animal model of lung adenoma in BALB/c mice based on dynamic characterization by micro-computed tomography(CT).Methods Eighty female SPF-grade BALB/c mice were divided randomly into four groups:model low dose group(1 mg/g urethane,iP,once),model medium dose group(1 mg/g urethane,ip,once a week,followed by 2 weeks),model high dose group(1 mg/g urethane,ip,once a week,followed by 4 weeks),and blank group(equal volume of saline).Growth of lung nodules in the mice was monitored regularly using Micro-CT.Three-dimensional images of the lungs were drawn using the Analyze 12.0 system,and lung tissues were taken for histopathological examination(hematoxylin and eosin).Results Lung nodules with round high-density shadows were observed at week 11 in all model groups compared with the findings in the blank group.The rate of nodule formation increased with increasing modeling weeks,with rates of nodule formation in the model high,medium,and low dose groups of 93.8%,93.8%,and 87.5%,respectively,at week 21.Most mice had two to four,followed by one,and one to two nodules,respectively.The average maximum diameter of the lung nodules in the low dose group was significantly higher than the diameters in the medium-and high-dose groups(P＜0.05),but there was no significant difference in lung nodule volume among the three groups.Regarding pathological type,hematoxylin and eosin staining revealed that the tumors in all the model groups were lung adenomas.Conclusions Lung adenomas were successfully induced in all urethane dose groups of mice and growth of the lung nodules could be characterized by micro-CT.The rate of nodule formation was highest in the medium dose group,which developed a moderate number of lung adenomas and provided a stable model,and was thus considered the most suitable model for the study of lung adenomas in mice.

Aim To investigate the effect of safflower yellow on the learning and memory of scopolamine hydrobromide-induced memory impairment model mice.Methods 6-month-old C57BL/6J mice were randomly divided into the control group,model group,SY high-dose group,SY medium-dose group,SY low-dose group,and Huperzine-A group(12 mice in each group).SCOP was used to establish a memory impair-ment model,the spatial learning,memory and cognitive ability of mice with memory impairment were evaluated by behavioral experiments,the function of the choliner-gic nervous system in the cortex of mice was measured by ELISA kit,the pathological changes of brain tissue were observed by Nissl staining,and the expression of synaptic plasticity and BDNF/TrkB/CREB pathway re-lated proteins in the cortical and hippocampus of mice in each group was detected by Western blot.Results Compared with the model group,the learning and mem-ory ability of the mice in each administration group was improved.The neurons in the hippocampus and corti-cal were neatly arranged,the cell morphology tended to be complete,and the number of normal neurons in-creased.The function of the cortical cholinergic nerv-ous system was significantly improved,the expression of synaptic plasticity-related proteins in brain tissue was increased,and the BDNF/TrkB/CREB signaling path-way was activated.Conclusions SY can significantly improve the learning and memory ability of mice with SCOP-induced memory impairment,and its mechanism may play a neuroprotective role by improving choliner-gic nervous system function,activating BDNF/TrkB/CREB signaling pathway,regulating synaptic plasticity,and reduces neuronal damage.

Aim To investigate the therapeutic effect of luteolin(LUT)on myasthenia gravis(MG)rats and its mechanism.Methods Female Lewis rats were di-vided into five groups:C group,MG group,low dose luteolin group(L-LUT),medium dose luteolin group(M-LUT)and high dose luteolin group(H-LUT),with 12 rats in each group.Rats in C group were nor-mal control rats.Rats in other groups were MG model rats induced by subcutaneous injection of Rα97-116.Rats in C group and MG group were intragastrically fed with 1 mL corn oil.Rats in L-LUT group,M-LUT group and H-LUT group were intragastrically infused with 1 mL 10,20 and 40 mg·kg-1 luteolin solution,respectively.The administration period was four weeks.Lennon grading method was used to score clini-cal symptoms,and EMG evoked potential instrument was used to detect the attenuation rate of low frequency repetitive nerve stimulation(RNS).The morphology of skeletal muscle was observed by hematoxylin eosin(HE)staining.The levels of serum AChR antibody(AChR-Ab),interferon gamma(IFN-γ)and interleu-kin-4(IL-4)were detected by ELISA method.The activity of superoxide dismutase(SOD)in skeletal muscle was detected by visible spectrophotometry,and glutathione peroxidase(GSH-Px)and malondialde-hyde(MDA)were detected by micromethod.The mR-NA levels of peroxisome proliferator-activated receptorγ coactivator-1α(PGC-1α),nuclear respiratory factor 1(NRF1)and mitochondrial transcription factor A(TFAM)in skeletal muscle were measured by qRT-PCR.The protein expression levels of AMP-activated protein kinase α(AMPKα)and p-AMPKα in skeletal muscle were detected by Western blot.Results Com-pared with C group,Lennon score and RNS decay rate in MG group increased,AChR-Ab and IFN-γ levels increased,skeletal muscle showed obvious injury,SOD and GSH-Px levels decreased,MDA levels in-creased,p-AMPKα protein expression levels and PGC-1α,NRF1 and TFAM mRNA levels decreased(P＜0.05).Compared with MG group,Lennon score and RNS decay rate in L-LUT group and M-LUT group M and H-LUT group decreased,AChR-Ab and IFN-γlevels decreased,skeletal muscle damage was allevia-ted,SOD and GSH-Px levels increased,MDA levels decreased,p-AMPKα protein expression levels and PGC-1α,NRF1 and TFAM mRNA levels increased(P＜0.05).Conclusion The mechanism of luteolin in treating MG rats may be related to correcting the bal-ance of Th1/Th2 cells and activating AMPK.

Purpose::Cerebral edema (CE) is the main secondary injury following traumatic brain injury (TBI) caused by road traffic accidents (RTAs). It is challenging to be predicted timely. In this study, we aimed to develop a prediction model for CE by identifying its risk factors and comparing the timing of edema occurrence in TBI patients with varying levels of injuries.Methods::This case-control study included 218 patients with TBI caused by RTAs. The cohort was divided into CE and non-CE groups, according to CT results within 7 days. Demographic data, imaging data, and clinical data were collected and analyzed. Quantitative variables that follow normal distribution were presented as mean ± standard deviation, those that do not follow normal distribution were presented as median (Q 1, Q 3). Categorical variables were expressed as percentages. The Chi-square test and logistic regression analysis were used to identify risk factors for CE. Logistic curve fitting was performed to predict the time to secondary CE in TBI patients with different levels of injuries. The efficacy of the model was evaluated using the receiver operator characteristic curve. Results::According to the study, almost half (47.3%) of the patients were found to have CE. The risk factors associated with CE were bilateral frontal lobe contusion, unilateral frontal lobe contusion, cerebral contusion, subarachnoid hemorrhage, and abbreviated injury scale (AIS). The odds ratio values for these factors were 7.27 (95% confidence interval ( CI): 2.08 -25.42, p = 0.002), 2.85 (95% CI: 1.11 -7.31, p = 0.030), 2.62 (95% CI: 1.12 -6.13, p = 0.027), 2.44 (95% CI: 1.25 -4.76, p = 0.009), and 1.5 (95% CI: 1.10 -2.04, p = 0.009), respectively. We also observed that patients with mild/moderate TBI (AIS ≤ 3) had a 50% probability of developing CE 19.7 h after injury (χ 2= 13.82, adjusted R2 = 0.51), while patients with severe TBI (AIS > 3) developed CE after 12.5 h (χ 2= 18.48, adjusted R2 = 0.54). Finally, we conducted a receiver operator characteristic curve analysis of CE time, which showed an area under the curve of 0.744 and 0.672 for severe and mild/moderate TBI, respectively. Conclusion::Our study found that the onset of CE in individuals with TBI resulting from RTAs was correlated with the severity of the injury. Specifically, those with more severe injuries experienced an earlier onset of CE. These findings suggest that there is a critical time window for clinical intervention in cases of CE secondary to TBI.

The treatment strategy for blast injuries is closely linked to the clinical outcome of blast injury casualties. However, the application of military surgery experience to blast injuries caused by production safety accidents is relatively uncommon. In this study, the authors present 2 cases of blast injuries caused by one gas explosion, both cases involved individuals of the same age and gender and experienced similar degree of injury. The authors highlight the importance of using a military surgery treatment strategy, specifically emphasizing the need to understand the concept of damage control and disposal. It is recommended that relevant training in this area should be strengthened to improve the clinical treatment of such injuries. This study provides a valuable reference for healthcare professionals dealing with blast injuries.