Taking chronic atrophic gastritis （CAG） as an example， the frontier technologies in data science have been introduced into the inheritance， innovation and development of traditional Chinese medicine （TCM）， providing reference for conducting real-world clinical research on specialized diseases of TCM. This paper put forward the construction of CAG data science system by elaborating the connotation of data science and its application value in TCM， and discussed the path to build CAG data science system， namely through "data acquisition-knowledge expression-knowledge reasoning" to establish CAG database， knowledge base and develop diagnosis platform differentiating diseases and syndromes. Besides， this paper analyzed the prospects of CAG data science in improving data governance ability and knowledge discovery efficiency， deepening the level of knowledge sharing， promoting interdisciplinary integration， and strengthening the integration process of industry， academia and research.

Objective To observe the value of deep learning(DL)models for automatic classification of echocardiographic views.Methods Totally 100 patients after heart transplantation were retrospectively enrolled and divided into training set,validation set and test set at a ratio of 7∶2∶1.ResNet18,ResNet34,Swin Transformer and Swin Transformer V2 models were established based on 2D apical two chamber view,2D apical three chamber view,2D apical four chamber view,2D subcostal view,parasternal long-axis view of left ventricle,short-axis view of great arteries,short-axis view of apex of left ventricle,short-axis view of papillary muscle of left ventricle,short-axis view of mitral valve of left ventricle,also 3D and CDFI views of echocardiography.The accuracy,precision,recall,F1 score and confusion matrix were used to evaluate the performance of each model for automatically classifying echocardiographic views.The interactive interface was designed based on Qt Designer software and deployed on the desktop.Results The performance of models for automatically classifying echocardiographic views in test set were all good,with relatively poor performance for 2D short-axis view of left ventricle and superior performance for 3D and CDFI views.Swin Transformer V2 was the optimal model for automatically classifying echocardiographic views,with high accuracy,precision,recall and F1 score was 92.56％,89.01％,89.97％and 89.31％,respectively,which also had the highest diagonal value in confusion matrix and showed the best classification effect on various views in t-SNE figure.Conclusion DL model had good performance for automatically classifying echocardiographic views,especially Swin Transformer V2 model had the best performance.Using interactive classification interface could improve the interpretability of prediction results to some extent.

Objective To investigate the predictive value of serum Actinin-4 and N-myc downscream regu-lated gene 4(NDRG4)for recurrence and metastasis in early stage lung cancer patients.Methods A total of 110 patients who underwent early lung cancer radical surgery in the hospital from January 2020 to January 2022 were collected as the study subjects.They were separated into a recurrence group of 62 patients and a non recurrence group of 48 patients based on whether they experienced recurrence or metastasis during a one-year follow-up.Enzyme-linked immunosorbnent assay(ELISA)method was applied to detect serum Actinin-4 and NDRG4 levels.Pearson and Spearman methods were used for correlation analysis.Logistic regression was applied to analyze the influencing factors of recurrence and metastasis in early stage lung cancer patients after radical surgery.Receiver operating characteristic(ROC)curve was applied to analyze the predictive value of serum Actinin-4 and NDRG4 levels for recurrence and metastasis in early stage lung cancer patients after radi-cal surgery.Results Compared with the non recurrence group,the serum Actinin-4 level in the recurrence group was obviously increased,while the NDRG4 level was obviously reduced,and there was a obvious differ-ence in TNM staging and lymph node metastasis between the two groups(P＜0.05).Pearson analysis showed that there was a negative correlation between serum Actinin-4 and NDRG4 levels in the recurrence group(r=-0.566,P＜0.05).Spearman analysis showed that Actinin-4 was positively correlated with lymph node me-tastasis and clinical staging(r=0.429,0.396,P＜0.05),while NDRG4 was negatively correlated with lymph node metastasis and clinical staging(r=-0.411,-0.431,P＜0.05).Logistic regression analysis showed that lymph node metastasis,clinical staging,Actinin-4,and NDRG4 levels could all be used as influencing fac-tors for postoperative recurrence and metastasis in early stage lung cancer patients after radical surgery(P＜0.05).ROC curve analysis showed that the area under the curve(AUC)of serum Actinin-4 and NDRG4 in predicting postoperative recurrence and metastasis in early stage lung cancer patients after radical surgery was 0.857 and 0.848,respectively,and the AUC of combined prediction was 0.950,which was better than those of the two single predictions(P＜0.05).Conclusion Serum Actinin-4 level increases and NDRG4 level decrea-ses in early stage lung cancer patients with postoperative recurrence and metastasis after radical surgery.The combined detection of the two could serve as an auxiliary indicator for predicting postoperative recurrence and metastasis in early stage lung cancer patients after radical surgery.

Objective:To evaluate the efficacy of the domestic D-Shant device for the treatment of patients with chronic heart failure (CHF) using echocardiography.Methods:Twenty-four CHF patients who were treated with domestic D-Shant device in Union Hospital, Tongji Medical College, Huazhong University of Science and Technology from September 2020 to December 2021 were enrolled in the study. Pulmonary capillary wedge pressure (PCWP)/ left atrial pressure (LAP), right atrial pressure (RAP), pulmonary artery pressure, interatrial septal gradient pressure, cardiac index and pulmonary/systemic blood flow ratio (Qp/Qs) were measured before and after implantation using right heart catheterization.Left atrial end-diastolic area index (LAEDAI), left atrial end-diastolic volume index (LAEDVI), left ventricular end-diastolic volume index (LVEDVI), left ventricular end-systolic volume index (LVESVI), left ventricular ejection fraction (LVEF), right atrial end-diastolic diameter, right ventricular end-diastolic diameter, tricuspid annular plane systolic excursion (TAPSE), right ventricular tractional area change (RVFAC), device shunt aperture, velocity and pressure, together with mitral and tricuspid regurgitation severity were measured using echocardiography before, and 1 month as well as 3 months after D-Shant device implantation. Clinical data were collected and analyzed including 6-minute walking test (6MWT), New York Heart Association (NYHA) classification and the Kansas City Cardiomyopathy Questionnaire (KCCQ). Spearman correlation analysis was used to determine the relation between the changes in PCWP/LAP as well as echocardiographic parameters before and 3 months after implantation and NYHA classification. Binary Logistic regression analysis was performed to determine the predictive factors of NYHA classification improvement at 3-month follow-up after D-Shant device implantation.Results:①D-Shant devices were successfully implanted in all patients. ②Compared with preoperative values, invasive PCWP/LAP systolic, diastolic and mean pressures, transatrial septal gradient, and pulmonary systolic, diastolic and mean pressures decreased significantly after implantation(all P<0.001); Qp/Qs increased significantly after implantation( P<0.001). ③Compared with preoperative values, TAPSE, RVFAC and pulmonary artery flow velocity increased at 1 month after implantation(all P<0.05), whereas a significant reduction in mitral regurgitation grade, and an increase in LVEF and pulmonary artery flow velocity at 3 months after implantation(all P<0.05). Right atrial end-diastolic diameter, right ventricular end-diastolic diameter, LAEDAI, LAEDVI, LVEDVI, LVESVI, ratio of early to late diastolic peak velocities of mitral inflow(E/A), systolic peak velocity of mitral annulus at septal site(S′), ratio of early diastolic peak velocity of mitral inflow to diastolic peak velocity of mitral annulus(E/e′), pulmonary artery diameter, inferior vena cava diameter and degree of tricuspid regurgitation did not change among before, and 1 month as well as 3 months after implantation. There were no significant changes in the device shunt aperture, velocity and pressure between 1 month and 3 months after implantation(all P>0.05). ④The significant improvements in NYHA classification, KCCQ scores and 6MWT were observed at 1 and 3 months after implantation compared with preoperative values (all P<0.01). ⑤NYHA classification at 3 months after implantation was correlated with LVEF pre-post, PCWP/LAP pre-post, TAPSE pre-post and RVFAC pre-post ( rs=0.738, -0.730, 0.738, 0.723; all P<0.001). Logistic regression analysis showed that LVEF pre-post was an independent predictor for NYHA classification improvement at 3 months after implantation ( OR=0.687, 95% CI=0.475-0.992, P=0.045) . Conclusions:Domestic D-Shant device can effectively improve the cardiac function and clinical symptoms in patients with CHF. Echocardiography is a feasible and effective method to evaluate the benefits of domestic D-Shant device for the treatment of CHF.

PURPOSE: Enhanced recovery after surgery (ERAS) protocols for gastric cancer patients have shown improved outcomes in Asia. However, data on gastric cancer ERAS (GC-ERAS) programs in the United States are sparse. The purpose of this study was to compare perioperative outcomes before and after implementation of an GC-ERAS protocol at a National Comprehensive Cancer Center in the United States. MATERIALS AND METHODS: We reviewed medical records of patients surgically treated for gastric cancer with curative intent from January 2012 to October 2016 and compared the GC-ERAS group (November 1, 2015–October 1, 2016) with the historical control (HC) group (January 1, 2012–October 31, 2015). Propensity score matching was used to adjust for age, sex, number of comorbidities, body mass index, stage of disease, and distal versus total gastrectomy. RESULTS: Of a total of 95 identified patients, matching analysis resulted in 20 and 40 patients in the GC-ERAS and HC groups, respectively. Lower rates of nasogastric tube (35% vs. 100%, P < 0.001) and intraabdominal drain placement (25% vs. 85%, P < 0.001), faster advancement of diet (P < 0.001), and shorter length of hospital stay (5.5 vs. 7.8 days, P=0.01) were observed in the GC-ERAS group than in the HC group. The GC-ERAS group showed a trend toward increased use of minimally invasive surgery (P=0.06). There were similar complication and 30-day readmission rates between the two groups (P=0.57 and P=0.66, respectively). CONCLUSIONS: The implementation of a GC-ERAS protocol significantly improved perioperative outcomes in a western cancer center. This finding warrants further prospective investigation.
Asia ; Body Mass Index ; Comorbidity ; Diet ; Gastrectomy ; Humans ; Length of Stay ; Medical Records ; Minimally Invasive Surgical Procedures ; Propensity Score ; Prospective Studies ; Stomach Neoplasms* ; United States

Purpose To investigate the relationship between HPV infection and p53,p16,EGFR expression and prognosis in patients with salivary adenoid cystic carcinoma (ACC).Methods Totally 76 cases of adenoid cystic carcinoma specimens were selected,PCR-reverse dot blot hybridization was used to detect infection of HPV and SP immunohistochemical method was adopted to detect the expression of p53,p16,EGFR,Cdc2 in tumor tissues.Clinical data were collected and all the patients were followed up.The Kaplan-Meier method was used to estimate median overall survival and the Log-rank test to compare survival curves.Cox regression model was used for multivariate analyses.Results Infection rate of HPV in adenoid cystic carcinoma tissues was 0(0/76).The expression rate of p53,p16,EGFR,Cdc2 protein in adenoid cystic carcinoma tissues were 76.3％ (58/76),57.9％ (44/76),60.5％ (46/76) and 64.5％ (49/76)respectively.There was no correlation of the expression of p53,p16,EGFR and Cdc2 with gender,age,tumor location,TNM stage and histological type of patient.Kaplan-Meier survival analysis showed that EGFR-positive patients had shorter median overall survival rate (OS) than the negative ones (x2 =19.111,P ＜ 0.001).EGFR-positive patients had shorter median progression-free survival rate (PFS)than the negative ones (x2 =6.621,P ＜ O.01).Cdc2 positive patients had shorter median OS than the negative ones (x2 =3.870,P ＜ 0.05).Cdc2 positive patients had shorter median PFS than the negative ones (x2 =6.755,P ＜0.01).Cox regression analysis showed that expression of EGFR and Cdc2 was independent risk factors for the prognosis of patients with salivary gland ACC (relativerisk=13.417,13.075,P＜0.001).Conclusion There is no HPV infection detected in adenoid cystic carcinoma tissues.p53,p16,EGFR and Cdc2 are positively expressed in most salivary adenoid cystic carcinoma,p16 is unsuitable as a surrogate for HPV infection status of patient with ACC.Expression of EGFR and Cdc2 is independent risk factors in the prognosis of patients with salivary gland ACC.For the EGFR or Cdc2 positive patients should be followed up closely.

Purpose To compare the therapeutic effects of CO2 laser resection and traditional split laryngeal surgery on the early laryn-geal cancer, and to examine relationship between the expression of p27 and PTEN and clinical prognosis in early laryngeal squamous cell carcinoma. Methods 85 patients who underwent CO2 laser resection surgery and 46 patients who underwent split laryngeal surger-y were selected and the occurrence rates after surgery were observed. SP immunohistochemical method was uesd to detect the expression of p27 and PTEN in tumor resection marginal and their surgical margine tissues. Clinical data were collected and all patients were fol-lowed up. Results In the more than two-year follow-up study, 14 of 85 patients in CO2 laser treatment group ( recurrent group) pres-ented with local recurrence and the recurrence rate was 16. 5%, while 6 of 46 patients in split laryngeal surgery group presented with local recurrence and the recurrent rate was 13. 0%. There was no statistical significance in recurrence rate between the two groups ( P> 0. 05). 10 of all the none recurrent patients did not follow the doctor’s advice to quit smoking after the operation, while 12 in the recurrent patients did not, the difference between the two groups was statistically significant (P<0. 01). The positive rate of p27 and PTEN in laryngeal carcinoma tissues and the cancer adjacent tissues ( negative surgical margin tissues ) was 43. 5% ( 57/131 ) , 80. 2% (105/131) and 48. 9% (64/131), 83. 2% (109/131), respectively, with a significant difference (P<0. 01). The positive rate of p27 and PTEN in laryngeal carcinoma tissues of the recurrent group and non recurrent group was 20. 0% (4/20), 47. 7% (53/111) and 10. 0% (2/20), 55. 9% (62/111), respectively, with a significant difference (P<0. 05). While the positive rate of p27 and PTEN in tumor resection marginal tissues of the recurrence group and non recurrence group was 50. 0% ( 10/20 ) , 85. 6% ( 95/111) and 40. 0% (8/20), 91. 0% (101/111), the difference was also statistically significant (P<0. 01). Conclusions There was no statistically significant difference in tumor recurrence rate between CO2 laser surgery and traditional split laryngeal surgery. Postoper-ative recurrence is closely related to resume smoking. The recurrence rate of p27 and/or PTEN negative patients was higher than that of the opposite ones which should be followed up closely after treatment.

Purpose To study the expression of p53, p21 and Cdk1/p34cdc2 in the laryngeal cancer and its margin tissues and to ex-plore their relationship with local recurrence of laryngeal cancer. Methods A total of 85 patients with early laryngeal cancer were se-lected randomly during 2004 to 2010 in Tangshan Union Hospital, Hebei, China. SP immunohistochemical method was used to detect the expression of p53, p21 and Cdk1/p34cdc2 in the tumor and margin tissues. Pathological data were collected for follow-up. Results In more than 2 years of follow-up study, 14 of 85 patients with laryngeal cancer presented with recurrence (recurrent group), while 71 patients without recurrence (none recurrent group). The positive rate of p53 protein in laryngeal cancer and its margin tissues was 60. 0% and 36. 5%, respectively, the positive rate of p21 protein in laryngeal cancer and its margin tissues was 38. 8% and 21. 2%, respectively. The positive rate of Cdk1/ p34cdc2 in laryngeal cancer and its margin tissues was 70. 6% and 29. 4%, respectively. p53 protein in the surgical margin of the recurrent group and non recurrent group was 71. 4% and 29. 6% (P = 0. 003), that of p21 was 50. 0% and 15. 5%, (P =0. 004) and Cdk1/ p34cdc2 was 57. 1% and 23. 9% (P =0. 013), respectively. There was no correlation between expression of p53 with p21 protein and Cdk1/ p34cdc2 protein(P > 0. 05). Conclusion p53, p21 and Cdk1/ p34cdc2 may be involved in the occurrence, development and recurrence of laryngeal squamous cell carcinoma. Overexpression of p53, p21 and Cdk1/ p34Cdc2 in the surgical margin is closely related to local recurrence of laryngeal cancer.

Objective:To explore the correlation among the expression of p53, p21, and PCNA in the negative surgical margin of early laryngeal cancer and its relationship with local recurrence of the cancer. Methods:Data of 92 patients with early laryngeal cancer admitted to the Tangshan Union Hospital from 2004 January to 2010 December were selected. Immunohistochemical method was used to detect the expression of p53, p21, and PCNA in the negative surgical margin tissues of cancer. All patients were followed up for two years to observe survival status and tumor recurrence. Results:The expression of P53, p21, and PCNA had no differences in the cancer tissues in terms of grade and stage. Two years after the surgery, 16 of the 92 patients with laryngeal cancer presented recurrence with a rate of 17.39%. The recurrence rates of expression of p53, p21 and PCNA protein in the positive cut edge were 50.00%, 34.21%and 33.33%, significantly higher than those of negative ones (8.33%, 5.56%and 9.68%). The positive rates of the three proteins were higher in the recurrence specimen than in the non-recurrence while there was a significant correlation between expression of PCNA and p21 (P<0.01). The expression of both p21 and p53 in laryngeal carcinoma was also significantly correlated with the negative margin. Con-clusion:The expression of p53, p21, and PCNA in the surgical margin of early laryngeal cancer are valuable biological markers for the prognosis of these patients. Thus, combined detection of p53, p21, and PCNA in laryngeal margin tissues can be used as a predictive in-dicator of the recurrence.

Purpose To explore the relationship between expression of PCNA and COX-2 in the early laryngeal cancer with negative surgical margins and the local recurrence of tumor. Methods Totally 63 patients with early laryngeal cancer were enrolled in this stud-y, CO2 laser surgery was adopted as treatment, the expression of PCNA and COX-2 was detected in the resected tumor tissue and surgi-cal margins, and the survival and tumor recurrence were also observed. Results The positive rate of the expression of PCNA and COX-2 in the 63 patients with early laryngeal cancer tumor tissues were 73. 02% and 71. 43%, while that in the cutting edge were 33. 33% and 30. 16%, respectively. The expression of PCNA and COX-2 in tumor tissue and cutting edge were of all positive in 41 cases and 13 cases, and the positive rate was 65. 08% and 20. 63%, respectively. In the all followed-up patients, 17 cases were detected of local recurrence, the recurrence rate was 26. 98%, and the recurrence rate in the patients with PCNA positive was 71. 43%, while in the patients with COX-2 positive was 73. 68% (P<0. 05). The combined detection of PCNA and COX-2 positive recurrence rate was significantly higher than that of single positive (P<0. 05). Conclusion PCNA and COX-2 in the early laryngeal cancer with negative surgical margins are important biological markers for the evaluation of prognosis of laryngeal cancer patients, and to formulate the subse-quent treatment regimen. The combined detection of two proteins is more reliable for postoperative management.