Clinical application of convolutional neural network in pathological diagnosis of metastatic lymph nodes of gastric cancer / 中华外科杂志

Objective@#To examine the value and clinical application of convolutional neural network in pathological diagnosis of metastatic lymph nodes of gastric cancer.@*Methods@#Totally 124 patients with advanced gastric cancer who underwent radical gastrectomy plus D2 lymphadenectomy at Affiliated Hospital of Qingdao University from July 2016 to December 2018 were selected in the study. According to the chronological order, the first 80 cases were served as learning group. The remaining 44 cases were served as verification group. There were 45 males and 35 females in the study group, with average age of 57.6 years. There were 29 males and 15 females in the validation group, with average age of 9.2 years. The pre-training convolutional neural network architecture Resnet50 was trained and fine-tuned by 21 352 patches with cancer areas and 14 997 patches without cancer areas in the training group. A total of 78 whole-slide image served as a test dataset including positive (n=38) and negative (n=40) lymph nodes. The convolutional neural network computer-aided detection (CNN-CAD) system was used to analyze the ability of convolutional neural network system to screen metastatic lymph nodes at the level of slice by setting threshold, and evaluate the system′s classification accuracy by calculating its sensitivity, specificity, positive predictive value, negative predictive value and area under the receiver operating characteristic curve (AUC).@*Results@#The classification accuracy of CNN-CAD system at slice level was 100%.The AUC for the CNN-CAD system was 0.89. The sensitivity was 0.778, specificity was 0.995, overall accuracy was 0.989. Positive and negative predictive values were 0.822 and 0.994, respectively. The CNN-CAD system achieved the same classification results as pathologists.@*Conclusions@#The CNN-CAD system has been constructed to distinguished benign and malignant lymph node slides with high accuracy and specificity. It could achieve the similar classification results as pathologists.

Effects of robotic and laparoscopic-assisted surgery on lymph node dissection and short-term outcomes in patients with Siewert II adenocarcinoma of esophagogastric junction / 中华胃肠外科杂志

OBJECTIVE@#To compare the effects of robotic and laparoscopic-assisted radical total gastrectomy on lymph node dissection and short-term outcomes in patients with Siewert type II adenocarcinoma of esophagogastric junction (AEG).@*METHODS@#Inclusion criteria: the tumor center was located between 2 cm above and below the esophagogastric junction and was confirmed as adenocarcinoma by endoscopic biopsy.@*EXCLUSION CRITERIA@#tumor with local invasion of the liver,spleen, pancreas or other organs; intraoperative finding of tumor dissemination or distant metastasis; patients undergoing palliative surgical treatment or preoperative neoadjuvant chemotherapy; patients with serious heart diseases, lung diseases, liver diseases, kidney diseases and other comorbidities; patients with multiple primary cancers;patients receiving emergency surgery. According to the above criteria, 82 patients with Siewert type II AEG who underwent gastrointestinal surgery at the Affiliated Hospital of Qingdao University from October 2014 to October 2018 were enrolled in the study. They were randomly divided into robotic surgery groups (41 cases) and laparoscopic group (41 cases) according to a computer-generated randomized allocation table. Both groups underwent radical total gastrectomy plus D2 lymph node dissection through the transabdominal esophageal hiatus approach. The intraoperative conditions and postoperative short-term outcomes were compared between two groups, including surgery time, intraoperative blood loss, length of esophagectomy, postoperative complications, postoperative gastrointestinal recovery time, length of hospital stay, postoperative unplanned reoperation rate and rehospitalization rate. Mean±SD is used for the measurement data that conforms to the normal distribution, and two independent sample t-tests are used to compare the two groups; the comparison of the count data is performed by the χ² test.@*RESULTS@#There were 35 males (85.4%) with age of (62.3±10.0) years and body mass index of (24.4±3.2) kg/m² in the robotic surgery group. There were 37 males (90.2%) with age of (62.5±10.0) years and body mass index of (23.8±2.6) kg/m² in the laparoscopic group. No significant differences in the baseline data between two groups were found (all P>0.05). All the patients of both groups completed R0 resection successfully without conversion to laparotomy or perioperative death. Compared with the laparoscopic group, the robotic group had less intraoperative blood loss [(70.7±39.9) ml vs. (110.2±70.6) ml, t=3.118, P=0.003], longer resected esophagus [(3.0±0.7) cm vs. (1.9±0.5) cm, t=8.759, P0.05). The highest lymph node metastasis rate was approximately 20% and observed in No.1, No.2, No.3, and No.7, followed by No.8a, No.9, No.11p, and No.110 with around 5%. The lymph node metastasis rate in other stations (No.4sa, No.4sb, No.4d, No.5, No.6, No.11d, No.12a, No.19, No.20 and No.111) was less than 5%.There were no significant differences in postoperative complication rate, postoperative fever time, postoperative exhaust and defecation time, fluid diet time, and postoperative hospital stay (all P>0.05). There were 2 patients(4.9%) with unplanned reoperation and 1 patient (2.4%) with unplanned re-admission in the laparoscopic group,while 3 patients (7.3%)with unplanned reoperation and 2 patients (4.9%)with unplanned re-admission in the robotic surgery group, whose differences were also not statistically significant (χ²=0.240,P=0.675;χ²=0.346,P=1.000).@*CONCLUSION@#Robot-assisted radical total gastrectomy for Siewert II AEG is safe and feasible, which is characterized by more sophisticated operation, less blood loss and higher quality of lymph node dissection, especially for subphrenic and inferior mediastinal lymph nodes.

Relationship among lipoprotein-associated phospholipase A 2 gene A379V and T403V locus polymor-phisms and coronary heart disease / 心血管康复医学杂志

Objective:To study the relationship among lipoprotein‐associated phospholipase A2 (Lp‐PLA2 ) gene A379V and T403V locus polymorphisms and genetic susceptibility of coronary heart disease (CHD) .Methods:Lp‐PLA2 gene A379V and T403V locus polymorphisms of 160 coronary angiography confirmed CHD patients (CHD group ) and 117 healthy subjects (healthy control group ) were measured using gene sequencing technique .ELISA was used to measure blood lipids and plasma Lp‐PLA2 level in two groups ,and they were compared between two groups . Results:Compared with healthy control group ,there were significant rise in age ,male proportion ,plasma levels of hs‐cTnI ,hsCRP ,TC ,LDL‐C , Lp (a) ,WBC ,mononuclear cells (MNCs) and Lp‐PLA2 [ (119.98 ± 49.41) ng/ml vs .(248.59 ± 76.51) ng/ml] ,and significant reduction in HDL‐C level in CHD group ( P<0.01 all) .The CC , CT , TT genotype and C , T allele were de‐tected all in A379V and T403C locus of two groups .Compared with healthy control group ,there were significant rise in frequencies of CC genotype (1.7% vs .9.3% ) and C allele (13.7% vs .20.3% ) of Lp‐PLA2 gene T403C locus in CHD group , P< 0.05 both . All genotypes and alleles of A379V locus possessed no significant difference between CHD and healthy control group . Conclusion:Plasma Lp‐PLA2 level may be related to CHD risk .Lp‐PLA2 gene T403C locus poly‐morphism possesses certain relationship with genetic susceptibility of CHD .

Perioperative standardized management under the guidance of fast track surgery in gastric cancer patients / 中华胃肠外科杂志

Fast track surgery is referred as the integration of different medical intervention actively during peri-operative period to accelerate the rehabilitation of patients undergoing operation. The propose of fast track surgery has brought about great changes in the treatment mode of many diseases, and the concept has been used in a variety of operations, especially the gastrointestinal surgery. Fast track surgery covers the preoperative appropriate preparation and assessment, sophisticated operative manipulation, and the standardization of postoperative treatment and nursing care. According to clinical trials, fast track surgery is associated with reduced post-operative complications, hospital stay and cost in patients with gastric cancer undergoing surgery. However, some problems exist in the application of fast track surgery in clinical practice, including the multidisciplinary coordination and higher readmission rates etc. A large number of evidence-based clinical trials have confirmed the efficacy of fast track, so we believe that the fast track surgery will be applied more widely.