Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
Objective To investigate the influence of different pressures and duration of CO2 pneumoperitoneum on the adhesive and invasive ability of gastric cancer cells based on the expressions of adhesive and invasive molecules. Methods With an artificial CO2 pneumoperitoneum model in vitro, human gastric cancer cell lines including MKN-45, SGC-7901, and MKN-28 were exposed to CO2 in different environments: 0 mm Hg （1 mm Hg=0.133 kPa）, 9 mm Hg （2 h, 4 h）, and 15 mm Hg （2 h, 4 h）. The expressions of mRNA of E-cadherin, intercellular adhesion molecule-1 (ICAM-1), matrix metalloproteinase-2 (MMP-2), and vascular endothelial growth factor-A (VEGF-A) in the different environments were measured by RT-PCR. The expressions of protein of E-cadherin and ICAM-1 in the environments of 0 mm Hg and 15 mm Hg （4 h） were measured by FCM. Results With the increase of duration or pressure, RT-PCR showed that there was a downward trend in the expression of E-cadherin mRNA as well as there were upward trends in the expressions of ICAM-1, MMP-2, and VEGF-A mRNA; FCM showed that there was a downward trend in the expression of E-cadherin protein while the expression of ICAM-1 protein showed the opposite change. But there were no obvious differences under different environment (P＞0.05). Conclusions Under low pressure (≤15 mm Hg) and short time (≤4 h) of CO2 pneumoperitoneum, the adhesive and invasive ability of gastric cancer cells could not be affected, which means that under this environment, CO2 pneumoperitoneum will not increase the possibility of neoplasm metastasis.
ObjectiveTo investigate the effect of recruitment maneuver (RM) following fibrobronchoscopy in invasively mechanically ventilated (IMV) patients with excessive airway secretions or foreign body aspiration. MethodsFrom September 2012 to July 2014, 200 eligible patients were randomly assigned to intervention group (n=100) and control group (n=100) . Airway clearance by fibrobronchoscopy was conducted in both the two groups, but RM was subsequently performed only in the intervention group. Outcome measurements included oxygenation index, partial pressure of carbon dioxide (PaCO2), heart rate (HR), air way resistance (Raw) and dynamic lung compliance (Cdyn) before and 2 hours after treatment, and duration of IMV and Intensive Care Unit (ICU) stay were also analyzed. ResultsAfter treatment with fibrobronchoscopy, oxygenation index [intervention vs. control: (291.14±38.49) vs. (241.39± 35.62) mm Hg (1 mm Hg=0.133 kPa)], PaCO2 [(41.65±7.73) vs. (38.87±7.97) mm Hg] and Cdyn [(48.94±11.21) vs. (39.59±10.98) mL/cm H2O (1 cm H2O=0.098 kPa) ] were significantly increased, while HR [(95.41±20.59) , vs. (106.47±19.11) beats/min] and Raw [(17.87±8.32) vs. (23.98±7.88) cm H2O/(L·s)] were significantly decreased in both groups (P ＜ 0.01) . Duration of IMV and ICU stay in the intervention group were (15.72±6.42) and (19.85±8.12) days respectively, while in the control group were (20.49±7.21) and (27.87±10.33) days. Compared with the control group, patients in the intervention group had lower Raw, duration of IMV and ICU stay, and higher Cdyn, oxygenation index, and PaCO2 (P ＜ 0.01) , but no significant difference was found in HR (P ＞ 0.05) . ConclusionIn mechanically ventilated patients with excessive airway secretion or foreign body aspiration, recruitment maneuver following fibrobronchoscopy is of great clinical importance, due to the decrease of the duration of mechanical ventilation and ICU stay by re-inflating the collapsing alveoli, improving pulmonary ventilation and gas exchange, lung compliance and diffusion capacity.
ObjectiveTo study the clinical value of digital technology assisted minimally invasive surgery in diagnosis and treatment of hepatolithiasis. MethodsThe image data of 64-slice spiral CT scanning were obtained from five patients of complicated hepatolithiasis and introduced into medical image three-dimensional visualization system (MI-3DVS) for three-dimensional reconstruction. On the basis of the data of three-dimensional reconstruction, minimally invasive surgical planning of preoperation was made to obtain reasonable hepatectomy and cholangiojejunostomy, and then preoperative emulational surgery was carried out to minimize the extent of tissue damage and provide guidance to actual operation. ResultsLiver, biliary system, stone, blood vessel, and epigastric visceral organ were successfully reconstructed by MI-3DVS, which showed clearly size, number, shape, and space distribution of stone, and location, degree, length, and space distribution of biliary stricture, and anatomical relationship of ducts and vessels. The results of three-dimensional reconstruction were successfully confirmed by actual operation, which was in accordance with emulational surgery. There was no operative complication. No retained stone in internal and external bile duct was found by Ttube or other supporting tube cholangiography on one month after operation. ConclusionThree-dimensional digitizing reconstruction and individual emulational surgery have important significance in diagnosis and treatment of complicated hepatolithiasis by minimally invasive technique.
ObjectiveTo analyze risk factors, clinical features and outcome factors of invasive pulmonary aspergillosis (IPA) in severe H1N1 patients so as to achieve early diagnosis and improve prognosis.MethodsFifty severe H1N1 influenza patients with IPA admitted to West China Hospital and 64 severe H1N1 influenza patients in the same period matched by age and gender were collected. Patient characteristics, laboratory examinations, radiological imaging, microbiology data and prognostic indicators were involved into analysis.ResultsThe mortality of severe H1N1 influenza patients with IPA was significantly higher than those without IPA (51.6% vs. 32.0%, P=0.036). However, the incidence of IPA in severe H1N1 influenza patients was not related with the patient's age, gender, underlying disease, glucocorticoid use and CD4+ T cell count. Serum C-reactive protein level [(125.0±88.8) vs. (86.1±80.1) mg/L, P=0.038] and interleukin-6 level [(148.7±154.2) vs. (81.7±110.2) μg/L, P=0.039] of severe H1N1 influenza patients with IPA were significantly higher than those without IPA. Besides, more patients presented with fever (81.3% vs. 64.0%, P=0.038) and dyspnea (51.6% vs. 24.0%, P=0.003) in severe H1N1 patients with IPA. The radiological imaging of severe H1N1 patients with IPA were mostly characterized by combining with nodular changes on the basis of ground-glass opacity.ConclusionThe occurrence of IPA in severe H1N1 influenza patients may be related with pulmonary excessive inflammatory response secondary to viral invasion rather than basic condition of the patient.
Objective To evaluate the efficacy and safety of inhaled amphotericin B ( AmB) in prophylaxis of invasive pulmonary aspergillosis ( IPA) in both animal studies and clinical researches. Methods MEDLINE, ISI, EMBASE and Wanfang Periodical Databases were searched until march 2011 for case-control study on the efficacy and safety of inhaled AmB in prophylaxis of IPA. The articles were evaluated according to inclusion criteria. Poor-quality studies were excluded, and RevMan 4. 22 sofeware was applied for investigating the heterogeneity among individual studies and calculating the pooled odds ratio ( OR) and 95% confidence interval ( CI) . Results Five animal studies with a total of 626 animals were included. The overall survival rate of the immunosuppressed animals with pulmonary aspergillosis treated with nebulized AmB was increased ( 38.3% vs. 9.7% , OR=13.93, 95% CI 7.46 ～26.01, Plt;0. 000 01) . Six clinical trials including 1354 patients were considered. Our meta-analysis showed that inhaled AmB could significantly reduce the incidence rate of IPA ( 2.6% vs. 9.2% , OR=0.27, 95% CI 0.16 ～0.46, P lt;0. 000 01) , but had no definite benefit on mortality. Four studies evaluated the potential side effects of nebulized AmB and showed that there were no significant adverse events. Conclusions Empirical inhaled AmB is associated with a lower rate of IPA but no significant
ObjectiveTo investigate the relationship of dynamic contrast enhanced(DCE) MRI scan of the mass type of invasive ductal breast cancer to histological grade. MethodThe imagings of DCEMRI of 92 patients confirmed with operation or biopsy pathology and its correlation with WHO histological grade were analyzed. ResultsThere were 29(31.52%) patients with the tumor long diameter≤2 cm, 53(57.61%) 2-5 cm, 10(10.87%)≥5 cm. There were 3(3.26%) patients with round of the morphological lesions, 7(7.61%) oval, 33(35.87%) lobulated shape, 49(53.26%) irregular shape. There were 11 (11.96%) patients with smooth margin of the periphery of the lesions, 47 (51.09%) irregular shape, 34(36.96%) spiculate margin. There were 15(16.30%) patients with homogeneous enhancement, 40(43.48%) heterogeneous enhancement, 37(40.22%) ring-like enhancement. WHO pathological grade:grade 1 was in 5 cases(5.43%), grade 2 in 30 cases(32.61%), grade 3 in 57 cases(61.96%). The statistical results showed that MRI dynamic enhancement characteristics of lesions in size, shape, and enhanced features were correlated with WHO pathological grade (P < 0.05), there was no correlation between the edge features of the tumor and WHO histological grade(P > 0.05). ConclusionThere is a certain correlation between the breast cancer enhanced MRI features and WHO histological grade, which can be evaluated biological behavior and prognosis according to MRI signs of lesions.
Objective To predict the lymph node metastasis status of patients with invasive pulmonary adenocarcinoma by constructing machine learning models based on primary tumor radiomics, peritumoral radiomics, and habitat radiomics, and to evaluate the predictive performance and generalization ability of different imaging features. Methods A retrospective analysis was performed on the clinical data of 1 263 patients with invasive pulmonary adenocarcinoma who underwent surgery at the Department of Thoracic Surgery, Jiangsu Province Hospital, from 2016 to 2019. Habitat regions were delineated by applying K-means clustering (average cluster number of 2) to the grayscale values of CT images. The peritumoral region was defined as a uniformly expanded area of 3 mm around the primary tumor. The primary tumor region was automatically segmented using V-net combined with manual correction and annotation. Subsequently, radiomics features were extracted based on these regions, and stacked machine learning models were constructed. Model performance was evaluated on the training, testing, and internal validation sets using the area under the receiver operating characteristic curve (AUC), F1 score, recall, and precision. Results After excluding patients who did not meet the screening criteria, a total of 651 patients were included. The training set consisted of 468 patients (181 males, 287 females) with an average age of (58.39±11.23) years, ranging from 29 to 78 years, the testing set included 140 patients (56 males, 84 females) with an average age of (58.81±10.70) years, ranging from 34 to 82 years, and the internal validation set comprised 43 patients (14 males, 29 females) with an average age of (60.16±10.68) years, ranging from 29 to 78 years. Although the habitat radiomics model did not show the optimal performance in the training set, it exhibited superior performance in the internal validation set, with an AUC of 0.952 [95%CI (0.87, 1.00)], an F1 score of 84.62%, and a precision-recall AUC of 0.892, outperforming the models based on the primary tumor and peritumoral regions. ConclusionThe model constructed based on habitat radiomics demonstrated superior performance in the internal validation set, suggesting its potential for better generalization ability and clinical application in predicting lymph node metastasis status in pulmonary adenocarcinoma.
Objective To study the efficacy of invasive ventilation in critical severe acute respiratory syndrome (SARS). Methods Retrospective analysis was applied to study the efficacy of invasive ventilation and the effect of isolating and protecting measures in 6 critical SARS patients and the effect of isolation measures in ICU from November 2002 to April 2003. Results Six SARS patients were successfully weaned from mechanical ventilation and left hospital. Hypoxemia and oxygenation index（PaO2/FiO2）improved significantly after ventilation (Plt;0.01), peak inspiratory airway pressure (P=0.002), mean airway pressure (P=0.004), and the level of positive expiration end pressure decreased significantly (Plt;0.001). Ventilator-associated pneumonia occurred in 5 patients. Sedatives were used less and the duration of ventilation was shorter when using PRVC compared with SIMV. There was no SARS nosocomial infection among medical staff, other patients and their families. Conclusions Application of invasive ventilation and effective isolation measures could reduce the death rate, shorten the duration of ventilation, and also decrease SARS nosocomial infection.
ObjectiveTo evaluate the diagnostic value of monitoring 1,3-beta-D-glucan (G test) in patients with autoimmune disease complicated with invasive fungal disease (IFD). MethodsA retrospective study was performed in hospitalized patients in the First Affiliated Hospital of Zhengzhou Universisty who were diagnosed as autoimmune disease with lung infection during the immunosuppressive therapy between January 2014 and January 2016. A total of 372 patients were enrolled in this study. All subjects were classified according to the 2006 diagnostic criteria and treatment of invasive pulmonaary fungal infection, with serum 1,3-β-D-glucan results not included in the diagnosis. There were 18 cases with proven IFD, 35 cases with probable IFD, and 70 ceses with possible IFD. Fifty-three patients with proven IFD or probable IFD were as a case group, and another 249 patients with no evidence for IFD were as a control group. The value of the G test for diagnosis of automimmune disease with IFD was analyzed by ROC curve. ResultsThe serum 1,3-β-D-glucan level was significantly higher in the case group when compared with the control group [median (interquartile range): 135.0 (63.1 to 319.0) pg/ml vs. 75.9 (41.2 to 88.1) pg/ml, P<0.05]. When the cut-off value of serum 1,3-β-D-glucan level was set at 93.8 pg/ml, the sensitivity, specificity, positive predictive value, and negative predictive value for diagnosis of autoimmune disease with IFD were 0.65 (95% CI 0.56 to 0.73), 0.87 (95% CI 0.83 to 0.92), 0.70 (95% CI 0.64 to 0.81), and 0.83 (95% CI 0.79 to 0.88), respectively. ConclusionThe 1,3-beta-D-glucan test is a valuable method for diagnosis of IFD in patients with autoimmune disease.