BACKGROUND: Lung cancer is one of the most common malignant tumors worldwide and a major cause of cancer-related deaths. Early-stage lung cancer is often manifested as pulmonary nodules, and accurate assessment of the malignancy risk is crucial for prolonging survival and avoiding overtreatment. This study aims to construct a model based on image feature parameters automatically extracted by artificial intelligence (AI) to evaluate its effectiveness in predicting the malignancy of part-solid nodule (PSN). METHODS: This retrospective study analyzed 229 PSN from 222 patients who underwent pulmonary nodule resection at Lanzhou University Second Hospital between October 2020 and February 2025. According to pathological results, 45 cases of benign lesions and precursor glandular lesion were categorized into the non-malignant group, and 184 cases of pulmonary malignancies were categorized into the malignant group. All patients underwent preoperative chest computed tomography (CT), and AI software was used to extract imaging feature parameters. Univariate analysis was used to screen significant variables; variance inflation factor (VIF) was calculated to exclude highly collinear variables, and LASSO regression was further applied to identify key features. Multivariate Logistic regression was used to determine independent risk factors. Based on the selected variables, five models were constructed: Logistic regression, random forest, XGBoost, LightGBM, and support vector machine (SVM). Receiver operating characteristic (ROC) curves were used to assess the performance of the models. RESULTS: The independent risk factors for the malignancy of PSN include roughness (ngtdm), dependence variance (gldm), and short run low gray-level emphasis (glrlm). Logistic regression achieved area under the curves ( AUCs) of 0.86 and 0.89 in the training and testing sets, respectively, showing good performance. XGBoost had AUCs of 0.78 and 0.77, respectively, demonstrating relatively balanced performance, but with lower accuracy. SVM showed an AUC of 0.93 in the training set, which decreased to 0.80 in the testing set, indicating overfitting. LightGBM performed excellently in the training set with an AUC of 0.94, but its performance declined in the testing set, with an AUC of 0.88. In contrast, random forest demonstrated stable performance in both the training and testing sets, with AUCs of 0.89 and 0.91, respectively, exhibiting high stability and excellent generalizability. CONCLUSIONS The random forest model constructed based on independent risk factors demonstrated the best performance in predicting the malignancy of PSN and could provide effective auxiliary predictions for clinicians, supporting individualized treatment decisions.
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Humans ; Male ; Female ; Lung Neoplasms/pathology* ; Middle Aged ; Retrospective Studies ; Artificial Intelligence ; Aged ; Tomography, X-Ray Computed ; Adult ; Solitary Pulmonary Nodule/diagnostic imaging* ; ROC Curve

Previous studies have found associations between color discrimination deficits and cognitive impairments besides aging. However, investigations into the microstructural pathology of brain white matter (WM) associated with these deficits remain limited. This study aimed to examine the microstructural characteristics of WM in the non-demented population with abnormal color discrimination, utilizing Neurite Orientation Dispersion and Density Imaging (NODDI), and to explore their correlations with cognitive functions and cognition-related plasma biomarkers. The tract-based spatial statistic analysis revealed significant differences in specific brain regions between the abnormal color discrimination group and the healthy controls, characterized by increased isotropic volume fraction and decreased neurite density index and orientation dispersion index. Further analysis of region-of-interest parameters revealed that the isotropic volume fraction in the bilateral anterior thalamic radiation, superior longitudinal fasciculus, cingulum, and forceps minor was significantly correlated with poorer performance on neuropsychological assessments and to varying degrees various cognition-related plasma biomarkers. These findings provide neuroimaging evidence that WM microstructural abnormalities in non-demented individuals with abnormal color discrimination are associated with cognitive dysfunction, potentially serving as early markers for cognitive decline.
Humans ; White Matter/pathology* ; Male ; Female ; Cognitive Dysfunction/physiopathology* ; Middle Aged ; Aged ; Color Perception/physiology* ; Brain/pathology* ; Neuropsychological Tests ; Diffusion Tensor Imaging

Objective:To evaluate the diagnosis and treatment of abdominal cocoon.Methods:The clinical data of 8 patients with abdominal cocoon in our hospital from Jan 2015 to Dec 2021 were retrospectively reviewed including clinical and imaging manifestations, treatment and follow-up.Results:One case was asymptomatic, and the other 7 cases suffered from recurrent abdominal pain with complete or incomplete intestinal obstruction. The median course of disease was 6 months (15 days to 40 years). Six cases underwent laparcoscopic cocoon membrane resection and intestinal adhesion lysis, of which 2 cases underwent laparotomy, one case was converted to open surgery, 4 cases underwent concomitant appendectomy. Follow-up ranged from 3 to 69 months, there were 2 cases complicating early inflammatory intestinal obstruction, 1 case suffred wound fat liquefaction and infection, 1 case with a colic 5 months after operation, and the others were doing well.Conclusions:The clinical characteristics of abdominal cocoon disease are not typical. Surgery is the main treatment. The prognosis of the disease is generally fair.

Objective: To compare the clinical effects of urokinase thrombolytic therapy for optic artery occlusion (OAO) and retinal artery occlusion (RAO) caused by facial microinjection with hyaluronic acid and spontaneous RAO. Methods: From January 2014 to February 2018, 22 eyes of 22 patients with OAO and RAO caused by facial microinjection of hyaluronic acid who received treatment in Xi'an Fourth Hospital were enrolled in this retrospective study (hyaluronic acid group). Twenty-two eyes of 22 patients with spontaneous RAO were selected as the control group. The BCVA examination was performed using the international standard visual acuity chart, which was converted into logMAR visual acuity. FFA was used to measure arm-retinal circulation time (A-Rct) and filling time of retinal artery and its branches (FT). Meanwhile, MRI examination was performed. There were significant differences in age and FT between the two groups (t=14.840, 3.263; P=0.000, 0.003). The differecens of logMAR visual acuity, onset time and A-Rct were not statistically significant between the two groups (t=0.461, 0.107, 1.101; P=0.647, 0.915, 0.277). All patients underwent urokinase thrombolysis after exclusion of thrombolytic therapy. Among the patients in the hyaluronic acid group and control group, there were 6 patients of retrograde ophthalmic thrombolysis via the superior pulchlear artery, 6 patients of retrograde ophthalmic thrombolysis via the internal carotid artery, and 10 patients of intravenous thrombolysis. FFA was reviewed 24 h after treatment, and A-Rct and FT were recorded. Visual acuity was reviewed 30 days after treatment. The occurrence of adverse reactions during and after treatment were observed. The changes of logMAR visual acuity, A-Rct and FT before and after treatment were compared between the two groups using ttest. Results: At 24 h after treatment, the A-Rct and FT of the hyaluronic acid group were 21.05±3.42 s and 5.05±2.52 s, which were significantly shorter than before treatment (t=4.569, 2.730; P=0.000, 0.000); the A-Rct and FT in the control group were 19.55±4.14 s and 2.55±0.91 s, which were significantly shorter than before treatment (t=4.114, 7.601; P=0.000, 0.000). There was no significant difference in A-Rct between the two groups at 24 h after treatment (t=1.311, P=0.197). The FT difference was statistically significant between the two groups at 24 h after treatment (t=4.382, P=0.000). There was no significant difference in the shortening time of A-Rct and FT between the two groups (t=0.330, 0.510; P=0.743, 0.613). At 30 days after treatment, the logMAR visual acuity in the hyaluronic acid group and the control group were 0.62±0.32 and 0.43±0.17, which were significantly higher than those before treatment (t=2.289, 5.169; P=0.029, 0.000). The difference of logMAR visual acuity between the two groups after treatment was statistically significant (t=2.872, P=0.008). The difference in logMAR visual acuity before and after treatment between the two groups was statistically significant (t=2.239, P=0.025). No ocular or systemic adverse reactions occurred during or after treatment in all patients. Conclusions Urokinase thrombolytic therapy for OAO and RAO caused by facial microinjection with hyaluronic acid and spontaneous RAO is safe and effective, with shortening A-Rct, FT and improving visual acuity. However, the improvement of visual acuity after treatment of OAO and RAO caused by facial microinjection with hyaluronic acid is worse than that of spontaneous RAO.

Objective: To investigate the physical properties of Ti-6Al-4V clasps generated by selective laser melting (SLM) with different construction directions and to compare these clasps with cast clasps, which could provide a basis for fabricating SLM clasps with high precision and excellent mechanical properties. Methods: Ti-6Al-4V clasps were fabricated by SLM at 0 degrees (SLM0 group), 45 degrees (SLM45 group) and 90 degrees (SLM90 group) (n = 12). Twelve clasps were cast by the casting method as the control group. Meanwhile, four metal abutments were cast randomly as the abutments of the four groups. X-ray was used to detect cracks in the clasps of each group. The roughness of the clasps was measured by confocal microscopy, the fitness tests between clasps and abutment were processed by stereomicroscopy, and the microstructure of clasps in each group was observed under a metallographic microscope to evaluate the physical properties. Results : There were 0-8 visible cracks in the casting group but no obvious defects in the SLM groups. The maximum surface roughness was observed in the cast group (18.102 ± 3.762) μm, while the minimum roughness was observed in the SLM90 group (5.942 ± 1.486) μm (P < 0.05). There was no statistically significant difference in surface roughness between the SLM0 group [(8.711 ± 2.378) μm] and the SLM45 group [(8.513 ± 1.161) μm]. Fitness was worst in the casting group [(68.445 ± 14.876) μm] and best in the SLM90 group [(33.417 ± 5.880) μm] (P < 0.05). There was no statistically significant difference in fitness between the SLM0 group [(52.917 ± 12.102) μm] and the SLM45 group [(50.889 ± 7.011) μm]. In addition, the growth direction of the β grains was roughly parallel to the build direction, and acicular α grains were present between β grains. SLM was composed of fine grains, while the cast group had large grains. Conclusions Specimens generated by SLM had finer grains than cast specimens. In addition, SLM90 clasps had the highest fitness and the lowest surface roughness.

Objective To observe the clinical effect of intravenous thrombolytic therapy for central retinal artery occlusion (CRAO) with poor effect after the treatment of arterial thrombolytic therapy.Methods Twenty-four CRAO patients (24 eyes) with poor effect after the treatment of arterial thrombolytic therapy were enrolled in this study.There were 11 males and 13 females.The age was ranged from 35 to 80 years,with the mean age of (56.7± 15.6) years.There were 11 right eyes and 13 left eyes.The visual acuity was tested by standard visual acuity chart.The arm-retinal circulation time (A-Rct) and the filling time of retinal artery and its branches (FT) were detected by fluorescein fundus angiography (FFA).The visual acuity was ranged from light sensation to 0.5,with the average of 0.04±0.012.The A-Rct was ranged from 18.0 s to 35.0 s,with the mean of (29.7±5.8) s.The FT was ranged from 4.0 s to 16.0 s,with the mean of (12.9±2.3) s.All patients were treated with urokinase intravenous thrombolytic therapy.The dosage ofurokinase was 3000 U/kg,2 times/d,adding 250 ml of 0.9％ sodium chloride intravenous drip,2 times between 8-10 h,and continuous treatment of FFA after 5 days.Comparative analysis was performed on the visual acuity of the patients before and after treatment,and the changes of A-Rct and FT.Results After intravenous thrombolytic therapy,the A-Rct was ranged from 16.0 s to 34.0 s,with the mean of (22.4 ±5.5) s.Among 24 eyes,the A-Rct was 27.0-34.0 s in 4 eyes (16.67％),18.0-26.0 s in 11 eyes (45.83％);16.0-17.0 s in 9 eyes (37.50％).The FT was ranged from 2.4 s to 16.0 s,with the mean of (7.4± 2.6) s.Compared with before intravenous thrombolytic therapy,the A-Rct was shortened by 7.3 s and the FT was shortened by 5.5 s with the significant differences （x2=24.6,24.9;P＜0.01).After intravenous thrombolytic therapy,the visual acuity was ranged from light sensation to 0.6,with the average of 0.08 ± 0.011.There were 1 eye with vision of light perception (4.17％),8 eyes with hand movement/20 cm (33.33％),11 eyes with 0.02-0.05 (45.83％),2 eyes with 0.1-0.2 (8.33％),1 eye with 0.5 (4.17％) and 1 eye with 0.6 (4.17％).The visual acuity was improved in 19 eyes (79.17％).The difference of visual acuity before and after intravenous thrombolytic therapy was significant (x2=7.99,P＜0.05).There was no local and systemic adverse effects during and after treatment.Conclusion Intravenous thrombolytic therapy for CRAO with poor effect after the treatment of arterial thrombolytic therapy can further improve the circulation of retinal artery and visual acuity.

Objective To learn the economic operation and the existing problems of county TCM hospitals in Chongqing from 2012 to 2014.Methods 2012-2014 data of annual health financial report were used to conduct descriptive statistics and analysis of the current operation benefit, operating efficiency, debt paying ability, development ability, and cost management ability.Results From 2012 to 2014, the annual incomes of TCM county hospitals in Chongqing were 2.802, 3.412, and 4.385 billion RMB; the annual expenses were 2.813, 3.343, and 4.347 billion RMB; the ratios of income and expense about medical treatment were 0.86, 0.90, and 0.92; the ratios of income and expense of medicine were 1.16, 1.15, and 1.11; the outpatient amounts were 5.45, 5.87, and 6.99 million; the hospital discharge amounts were 330.4, 405.2, and 469.3 thousand; the charges per patient were 153.40, 177.12, and 188.71 RMB; the charges pre bed were 465.83, 533.14, and 571.02 RMB; medical expenses per patient were 4923.26, 5416.77, and 5576.01 RMB; the current ratios were 1.00, 1.06, and 1.09; the asset-liability ratios were 62.25%, 63.79%, and 61.37%; the annual growth rates of total assets were 14.06 % and 24.54%, and the annual growth rates of net assets were 19.44% and 21.70% during 2013 to 2014; 100-yuan hygienic materials and medicine consumption were 51.23, 51.10, and 50.07 RMB during 2012 to 2014; the management fee rates were 18.55%,15.44%, and 14.82%.Conclusion The general economic running of county TCM hospitals in Chongqing is stable and financial balance moves towards rationality; social benefit, expand capacity and cost management ability are enhanced gradually. However, the problems about insufficient government finance input, small medical income elasticity, poor debt paying ability, and diseconomies of scale still exist.

The oral and gastrointestinal opportunistic pathogen contamination was compared between tooth mugs placed upward and down-ward(n=9)for 1 4 days.Selective cultivation of the pathogens was uesd to measure the extent of contamination.The colony forming units (CFU)of colibacillus in group up and group down were 4.25 ±0.71 and 2.84 ±1 .40(P=0.046),S.mutans 89 ±0.31 and 2.84 ±1 .40 (P<0.001 ),Candida 2.28 ±1 .36 and 2.53 ±1 .92(P=0.002),fungus 2.44 ±0.99 and 0,respecitvely.Thus,tooth mug placed open-ing down is superior for health.

Objective To study the effect of-1 site single nucleotide polymorphism(SNP) on CCNH gene promoter transcription activity.Methods PCR and site-directed mutagenesis technology were used to construct CCNH basic promoter and-1G mutate promoter.Dual-Luciferase Reporter assay system was used to detect the transcription activity of constructed promoter.Results In AD293 cells,the activity of-1G mutate type promoter was significantly lower than that of wild type-1T promoter(P