Background and objective Invasive mucinous adenocarcinoma(IMA)was a rare and specific type of lung adenocarcinoma,which was often characterized by fewer lymphatic metastases.Therefore,it was difficult to evaluate the prognosis of these tumors based on the existing tumor-node-metastasis(TNM)staging.So,this study aimed to develop Nomo-grams to predict outcomes of patients with pathologic N0 in resected IMA.Methods According to the inclusion criteria and exclusion criteria,IMA patients with pathologic N0 in The Affiliated Lihuili Hospital of Ningbo University(training cohort,n=78)and Ningbo No.2 Hospital(validation cohort,n=66)were reviewed between July 2012 and May 2017.The prognostic value of the clinicopathological features in the training cohort was analyzed and prognostic prediction models were established,and the performances of models were evaluated.Finally,the validation cohort data was put in for external validation.Results Univariate analysis showed that pneumonic type,larger tumor size,mixed mucinous/non-mucinous component,and higher overall stage were significant influence factors of 5-year progression-free survival(PFS)and overall survival(OS).Multivariate analysis further indicated that type of imaging,tumor size,mucinous component were the independent prognostic factors for poor 5-year PFS and OS.Moreover,the 5-year PFS and OS rates were 62.82％and 75.64％,respectively.In subgroups,the sur-vival analysis also showed that the pneumonic type and mixed mucinous/non-mucinous patients had significantly poorer 5-year PFS and OS compared with solitary type and pure mucinous patients,respectively.The C-index of Nomograms with 5-year PFS and OS were 0.815(95％CI:0.741-0.889)and 0.767(95％CI:0.669-0.865).The calibration curve and decision curve analysis(DCA)of both models showed good predictive performances in both cohorts.Conclusion The Nomograms based on clinicopathological characteristics in a certain extent,can be used as an effective prognostic tool for patients with pathologic N0 after IMA resection.

In recent years, artificial intelligence (AI) has been widely applied in the field of drug discovery and development.In particular, natural language processing technology has been significantly improved after the emergence of the pre-training model.On this basis, the introduction of graph neural network has also made drug development more accurate and efficient.In order to help drug developers more systematically and comprehensively understand the application of artificial intelligence in drug discovery, this article introduces cutting-edge algorithms in AI, and elaborates on the various applications of AI in drug development, including drug small molecule design, virtual screening, drug repurposing, and drug property prediction, finally discusses the opportunities and challenges of AI in future drug development.

Objective:To investigate the clinical efficacy of proximal gastrectomy and total gastrectomy in the treatment of Siewert type Ⅱ and Ⅲ adenocarcinoma of esophagogastric junction (AEG).Methods:The retrospective cohort study was conducted. The clinicopathological data of 170 patients with Siewert type Ⅱ and Ⅲ AEG who were admitted to Guangdong Provincial People′s Hospital from January 2010 to December 2018 were collected. There were 125 males and 45 females, aged from 30 to 85 years, with a median age of 64 years. Of the 170 patients, 82 cases undergoing proximal gastrectomy were allocated into the proximal gastrectomy group and 88 cases undergoing total gastrectomy were allocated into the total gastrectomy group. Observation indica-tors: (1) surgical and postoperative situations; (2) follow-up and survival; (3) analysis of prognostic factors. Follow-up was conducted using telephone interview and outpatient examination to detect survival of patients up to December 2021. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was analyzed using the t test. Measure-ment data with skewed distribution were represented as M( Q1, Q3) or M(range), and comparison between groups was analyzed using the Mann-Whitney U test. Count data were described as absolute numbers or percentages, and comparison between groups was analyzed using the chi-square test or Fisher exact probability. Comparison of ordinal data was analyzed using the rank sum test. Kaplan-Meier method was used to draw survival curves, and Log-Rank test was used for survival analysis. COX proportional hazard model was used for univariate and multivariate analyses. Variables with P<0.1 in univariate analysis were included for multivariate analysis. Results:(1) Surgical and postoperative situations. Cases with surgical approach as transthoracic or thoraco-abdominal approach, transabdominal approach, the operation time, cases with volume of intra-operative blood loss ≤100 mL or >100 mL, cases with length of proximal margin ≤1.5 cm or >1.5 cm, cases with radical surgery outcome as R 0, R 1, R 2, the number of lymph nodes harvest, cases with anastomotic leakage, cases with anastomotic stricture, cases with incision infection, cases with pleural infection or effusion, cases with abdominal infection or ascites were 61, 21, (211±18)minutes, 46, 36, 44, 38, 73, 6, 3, 15(9,22), 5, 2, 2, 4, 2 in the proximal gastrectomy group, respec-tively. The above indicators were 12, 76, (263±15)minutes, 27, 61, 45, 43, 82, 4, 2, 23(18,32), 4, 1, 3, 1, 4 in the total gastrectomy group, respectively. There were significant differences in the surgical approach, operation time, volume of intraoperative blood loss and the number of lymph nodes harvest between the two groups ( χ2=63.94, t=-25.50, χ2=11.19, Z=-5.62, P<0.05). There was no significant difference in the length of proximal margin or radical surgery outcome between the two groups ( χ2=0.11, Z=-0.95, P>0.05) and there was no significant difference in the anastomotic leakage, anastomotic stricture, incision infection, pleural infection or effusion, abdominal infection or ascites between the two groups ( P>0.05). (2) Follow-up and survival. All the 170 patients were followed up for 89(64,106)months. Of the 170 patients, the 5-year overall survival rates were 43.8% and 35.5% of the Siewert type Ⅱ and Ⅲ AEG patients, respectively, showing no significant difference between them ( χ2=0.87, P>0.05). Of the patients with Siewert type Ⅱ AEG, the 5-year overall survival rates were 41.7% and 54.3% in the patients with proximal gastrectomy and the total gastrectomy, respectively, showing no significant difference between them ( χ2=1.05, P>0.05). Of the patients with Siewert type Ⅲ AEG, the 5-year overall survival rates were 31.3% and 37.5% in the patients with proximal gastrectomy and the total gastrectomy, respectively, showing no significant difference between them ( χ2=0.33, P>0.05). The 5-year overall survival rates were 39.0% and 44.2% in the proximal gastrectomy group and the total gastrectomy group, respectively, showing no significant difference between the two groups ( χ2=0.63, P>0.05). Of the patients in TNM stage Ⅰ, stage Ⅱ, stage Ⅲ, the 5-year overall survival rates were 65.3%, 36.3%, 27.1% in the proximal gastrectomy group, versus 83.3%, 48.0%, 39.7% in the total gastrectomy group, showing no signifi-cant difference between the two groups ( χ2=0.02, 1.50, 1.21, P>0.05). (3) Analysis of prognostic factors. Results of univariate analysis showed that pathological N staging, degree of tumor differen-tiation and radical surgery outcome were related factors influencing prognosis of AEG patients ( hazard ratio=1.71, 1.70, 2.85, 95% confidence interval as 1.16-2.60, 1.15-2.50, 1.58-5.14, P<0.05). Results of multivariate analysis showed that pathological N staging and radical surgery outcome were independent factors influencing prognosis of AEG patients ( hazard ratio=1.55, 2.18, 95% confidence interval as 1.05-2.31, 1.18-4.02, P<0.05). Conclusions:There is no significant difference in the prognosis of Siewert type Ⅱ and Ⅲ AEG patients undergoing proximal gastrectomy or total gastrectomy. Proximal gastrectomy can be used for the treatment of advanced Siewert type Ⅱ and Ⅲ AEG.

Objective:To investigate the accuracy of 3.0 T MR in the diagnosis of full thickness tear and partial thickness tear of the supraspinatus-infraspinatus tendon, and to analyze the causes of missed diagnosis and misdiagnosis of the supraspinatus-infraspinatus tendon tear.Methods:The MRI diagnosis report and arthroscopic surgery records of 210 patients with shoulder joint injuries in Peking University Third Hospital were analyzed retrospectively. Taking the results of arthroscopic surgery as the gold standard, the diagnostic accuracy, sensitivity, specificity, positive predictive value and negative predictive values of 3.0 T MR for full thickness tear and partial thickness tear of the supraspinatus-infraspinatus tendon were calculated, and the reasons of missed diagnosis and misdiagnosis were analyzed.Results:In 210 patients with rotator cuff injury, the diagnostic accuracy, sensitivity, specificity, positive predictive value and negative predictive value of MRI for full thickness tear of the supraspinatus-infraspinatus tendon were 81.4% (171/210), 83.1% (98/118), 79.3% (73/92), 83.7% (98/117) and 78.4% (73/93) respectively. The diagnostic accuracy, sensitivity, specificity, positive predictive value and negative predictive value of MRI for partial tears of the supraspinatus-infraspinatus tendons were 77.6% (163/210), 65.7% (44/67), 83.2% (119/143), 64.7% (44/68) and 83.8% (119/142) respectively. Among the 44 cases of missed diagnosis and misdiagnosis of the supraspinatus-infraspinatus tendon tear, 21 cases (47.7%) occurred in the junction supraspinatus and infraspinatus tendon-osseous (stop). Among the 7 cases of intra-tendon tear of supraspinatus and infraspinatus muscle, 6 cases were misdiagnosed cases, which was the most easily missed diagnosed type of partial tear. The reason for missed diagnosis was that the signal of partial tear was not high (no fluid signal was shown on T 2WI). Complex laceration was also a type of missed diagnosis in partial tears. Among the 4 cases of superior and inferior surface tendons combined with intra-tendon lacerations, 3 cases were missed diagnosed. Conclusion:3.0 T MR has higher accuracy for the diagnosis of full thickness tear and partial thickness tear of supraspinatus-infraspinatus tendon, but there is still a certain rate of misdiagnosis and missed diagnosis. A full understanding of the causes of misdiagnosis and missed diagnosis of MR in the diagnosis of rotator cuff tears of supraspinatus and infraspinatus tendons is helpful to further improve the accuracy of MR in the diagnosis of supraspinatus and infraspinatus tendon injuries of shoulder joint.

BACKGROUND AND OBJECTIVES: The impact of SYNergy between percutaneous coronary intervention with TAXus and cardiac surgery score (SS) and SS II in patients who receive percutaneous coronary intervention with second-generation everolimus-eluting stents (EES) has not been fully validated.METHODS: The SS, SS II were calculated in 1,248 patients with left main and/or 3-vessel disease treated with EES. Patient-oriented composite endpoint (POCE; all-cause death, any myocardial infarction (MI), any revascularization) and target lesion failure (TLF: cardiac death, target-vessel MI, target lesion revascularization) were analyzed.RESULTS: The mean SS was 21.1±9.6. Three-year POCE increased according to the SS group (15.2% vs. 19.9% vs. 27.4% for low (≤22), intermediate (≥23, ≤32), high (≥33) SS groups, p<0.001). By multivariate Cox proportional hazard analysis, SS group was an independent predictor of 3-year POCE (hazard ratio, 1.324; 95% confidence interval, 1.095–1.601; p=0.004). The receiver operating characteristic curves revealed that the SS II was superior to the SS for 3-year POCE prediction (area under the curve [AUC]: 0.611 vs. 0.669 for SS vs. SS II, p=0.019), but not for 3-year TLF (AUC: 0.631 vs. 0.660 for SS vs. SS II, p=0.996). In subgroup analysis, SS II was superior to SS in patients with cardiovascular clinical risk factors, and in those presenting as stable angina.CONCLUSIONS: The usefulness of SS and SS II was still valid in patients with left main and/or 3-vessel disease. SS II was superior to SS for the prediction of patient-oriented outcomes, but not for lesion-oriented outcomes.TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT00698607ClinicalTrials.gov Identifier: NCT01605721
Angina, Stable ; Death ; Drug-Eluting Stents ; Humans ; Myocardial Infarction ; Percutaneous Coronary Intervention ; Risk Factors ; ROC Curve ; Stents ; Taxus ; Thoracic Surgery

BACKGROUND AND OBJECTIVES: The impact of SYNergy between percutaneous coronary intervention with TAXus and cardiac surgery score (SS) and SS II in patients who receive percutaneous coronary intervention with second-generation everolimus-eluting stents (EES) has not been fully validated. METHODS: The SS, SS II were calculated in 1,248 patients with left main and/or 3-vessel disease treated with EES. Patient-oriented composite endpoint (POCE; all-cause death, any myocardial infarction (MI), any revascularization) and target lesion failure (TLF: cardiac death, target-vessel MI, target lesion revascularization) were analyzed. RESULTS: The mean SS was 21.1±9.6. Three-year POCE increased according to the SS group (15.2% vs. 19.9% vs. 27.4% for low (≤22), intermediate (≥23, ≤32), high (≥33) SS groups, p<0.001). By multivariate Cox proportional hazard analysis, SS group was an independent predictor of 3-year POCE (hazard ratio, 1.324; 95% confidence interval, 1.095–1.601; p=0.004). The receiver operating characteristic curves revealed that the SS II was superior to the SS for 3-year POCE prediction (area under the curve [AUC]: 0.611 vs. 0.669 for SS vs. SS II, p=0.019), but not for 3-year TLF (AUC: 0.631 vs. 0.660 for SS vs. SS II, p=0.996). In subgroup analysis, SS II was superior to SS in patients with cardiovascular clinical risk factors, and in those presenting as stable angina. CONCLUSIONS The usefulness of SS and SS II was still valid in patients with left main and/or 3-vessel disease. SS II was superior to SS for the prediction of patient-oriented outcomes, but not for lesion-oriented outcomes.TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT00698607ClinicalTrials.gov Identifier: NCT01605721

OBJECTIVE: To assess the effect of ergonomic factor load on work-related musculoskeletal disorders(WMSDs) in shipyard workers. METHODS: A total of 751 shipyard workers were selected as the research subjects using judgment sampling method. The exposure level of adverse ergonomic factors was assessed using the Quick Exposure Check method. The prevalence of WMSDs was investigated using the revised Musculoskeletal Disorders Investigating Questionnaire of our research group, and the relationship between them was analyzed. RESULTS: The proportions of high or very high level of work load exposure to the neck, back, shoulder and hand in shipyard workers from high to low were 66.4%, 63.5%, 59.8% and 43.7%(P<0.01) respectively. The proportions of occupational stress, driving, vibration and working rhythm at high or very high exposure level were 20.0%, 4.1%, 22.9% and 3.2%, respectively. The prevalence of WMSDs in four body parts of shipyard workers from high to low was the back, neck, hand and shoulder(the prevalence were 44.2%, 31.2%, 26.9% and 26.6%, respectively, P<0.01). After excluding the influence of confounding factors, multiple logistic regression analysis showed that the higher the labor load exposure level and longer of the vibration tool using, the higher the risk of shoulder WMSDs [odds ratio(OR) and 95% confidence interval(CI) were 1.25(1.04-1.51) and 1.33(1.05-1.69), respectively, P<0.05]. The higher the level of occupational stress, the higher the risk of back and neck WMSDs [OR(95%CI) was 1.29(1.05-1.58) and 1.42(1.15-1.77), respectively, P<0.05]. CONCLUSION: There was a dose-effect relationship between the exposure level of shoulder load, the time of using vibration tools and the shoulder WMSDs, and there was a dose-effect relationship between the occupational stress level and the WMSDs in the back and neck.

Objective To investigate the expressions of insulin receptor substrate-1 (IRS-1) and insulin receptor sub-strate-2 (IRS-2) in adipocytes during catch-up growth in neonatal rats with intrauterine growth restriction (IUGR) and their correlations with the insulin resistance. Methods Sprague-Dawley rats (clean grade) were randomly divided into control group and food-restricted group after fertilization. Food-restricted group were received about 30%of food amount consumed in control group every day through the whole pregnant period to establish IUGR animal model, and were fed increased amount of breast-milk from postnatal day 1 to 21 to establish the period of catch-up growth in IUGR animal model (IUGR-CG). Fasting serum glu-cose, insulin and triglyceride were measured in blood from heart ventricles of 4-week old SD rats and insulin resistance index was calculated. Pre-adipocytes and mature adipocytes were obtained from SD rats at different age (1-week, 3-week, 5-week and 7-week old) and the former were induced to differentiate toward mature adipocytes. The levels of IRS-1, IRS-2 in the two kinds of mature adipocytes were detected by Real-Time PCR and Western blot. Results The expression levels of IRS-1, IRS-2 mRNA in mature adipocytes of IUGR-CG rats were signiifcantly lower than those of IUGR rats at 5-weeks and 7-weeks old (P<0.05) while the ex-pression levels of IRS-1, IRS-2 mRNA in differentiated adipocytes of IUGR-CG rats were signiifcantly lower than those of IUGR rats at 5-weeks old (P<0.05). The expression levels of IRS-1, IRS-2 protein in two kinds of adipocytes (mature and differentiated adipocytes) of IUGR-CG rats were signiifcantly lower than those of IUGR rats from postpartum week 1 through 7 (P<0.05). Conclusions IRS-1 and IRS-2 expression levels are downregulated in adipocytes during catch-up growth of IUGR rats, which may be closely related with insulin resistance.

ischemia reperfusion model .DADLE might have a protective effect on lung tissues of ALI in rats .

Ursolic acid, a pentacyclic triterpene compound, naturally occurs in a large variety of plants, has at-tracted considerable interest owing to its significant biological activities. In recent years, more and more scientists have been working on the structural modification at the C-3 position , C_(12)-C_(13) double bond or C-28 position of ur-solic acid in order to improve their biological activities. Herein a brief introduction of the recent progresses on the chemical structural modification and the structure-activity relationship of ursolic acid and its derivatives are re-viewed.