Emotion is a crucial physiological attribute in humans, and emotion recognition technology can significantly assist individuals in self-awareness. Addressing the challenge of significant differences in electroencephalogram (EEG) signals among different subjects, we introduce a novel mechanism in the traditional whale optimization algorithm (WOA) to expedite the optimization and convergence of the algorithm. Furthermore, the improved whale optimization algorithm (IWOA) was applied to search for the optimal training solution in the extreme learning machine (ELM) model, encompassing the best feature set, training parameters, and EEG channels. By testing 24 common EEG emotion features, we concluded that optimal EEG emotion features exhibited a certain level of specificity while also demonstrating some commonality among subjects. The proposed method achieved an average recognition accuracy of 92.19% in EEG emotion recognition, significantly reducing the manual tuning workload and offering higher accuracy with shorter training times compared to the control method. It outperformed existing methods, providing a superior performance and introducing a novel perspective for decoding EEG signals, thereby contributing to the field of emotion research from EEG signal.
ObjectiveTo investigate the effect of icaritin on the small cell lung cancer cell lines NCI-H446 and its mechanism. MethodsThe NCI-H446 cells at logarithmic growth phase were divided into control and icaritin groups. The cells in the control group were normally treated and cells in the icaritin group were incubated with icaritin (8 μmol/L). Thiazole blue and flow cytometry were used to examine the proliferation and apoptotic changes in the two groups 48 hours after incubation respectively. Gene expression of Janus kinase 2 (JAK2) and signal transducers and activators of transcription 3 (STAT3) were detected by real-time quantitative polymerase chain reaction. The changes of JAK2, STAT3, phospho-JAK2 (p-JAK2), phospho-STAT3 (p-STAT3), Bax and BCL-2 protein were detected by Western blotting. ResultsCompared with the control group, the proliferation rate of NCI-H446 cells in the icaritin group was significantly lower (P<0.05), but the apoptotic rate of NCI-H446 cells in the icaritin group was significantly higher (P<0.05). After the treatment with icaritin, the expression of JAK2 and STAT3 mRNA had no obvious differences. The Western blotting results showed that there was no significant changes in total JAK2, STAT3 protein (P>0.05), but an increasing trend in p-JAK2, p-STAT3 and Bax was observed with the decreasing of BCL-2 (P<0.05). ConclusionIcaritin can inhibit the proliferation and promote the apoptosis of NCI-H446 cells and the effect may be achieved through JAK2/STAT3 signal transduction pathway.
ObjectiveTo evaluate the relationship between low density lipoprotein cholesterol (LDL-C)/high density lipoprotein cholesterol (HDL-C) of preoperation (L/H value for short) and the pathological staging of colorectal cancer. MethodsThe clinical data of 187 patients with colorectal cancer who treated in PLA General Hospital from July 2009 to June 2014 were analyzed retrospectively. ResultsThere were statistical significance in L/H value among different TNM stagings, N stagings, and M stagings (P<0.05):L/H value of TNM Ⅳ staging was higher than those of TNM Ⅰ, Ⅱ, and Ⅲ staging, L/H values of N1 staging and N0 staging were lower than that of N2 staging, L/H value of M1 staging was higher than that of M0 staging. However, there was no statistical significance in L/H value among different T stagings of colorectal cancer (P>0.05). Logistic regression results showed that L/H value were positively associated with TNM staging (OR=4.34, 95% CI:2.837-6.644, P<0.000 1), T staging (OR=1.72, 95% CI:1.175-2.512, P=0.005 3), N staging (OR=2.15, 95% CI:1.422-3.254, P=0.000 3), and M staging (OR=3.04, 95% CI:1.733-5.332, P=0.000 1) of colorectal cancer, and patient with higher L/H value took more risk of progression of tumor, lymph node metastases, and distant metastasis. ConclusionsRaise of preoperative L/H value is an independent risk factor for the progression of TNM staging, T staging, N staging, and M staging in colorectal cancer.
ObjectiveTo explore the effectiveness of non-absorbable suture or suture anchor fixation by anterior approach in the treatment of anteromedial facet fractures of the ulnar coronoid process. MethodsBetween February 2007 and February 2012,16 cases of anteromedial facet fractures of the ulnar coronoid process were treated with operation.There were 9 males and 7 females,aged 20-80 years (mean,43.5 years).The causes of injury were traffic accident injury in 7 cases,tumble injury in 5 cases,and falling injury from height in 4 cases.The time from injury to operation was 6.8 days on average (range,2-8 days).All cases had closed fractures.According to O'Driscoll classification,there were 4 cases of type Ⅱ a,7 cases of type Ⅱ b,and 5 cases of type Ⅱ c.Among 16 patients,7 had simple anteromedial facet fractures of the ulnar coronoid process,and 9 had associated injury,including terrible triad in 3,Monteggia fractures in 4,and olecranon fractures in 2.All fractures were fixed with non-absorbable suture in 10 cases,and with suture anchor in 6 cases.The Mayo Elbow Performance Score (MEPS),range of motion (ROM),and complications were used to assess the elbow function. ResultsThe incisions all healed by first intension,without neurovascular injury.Fifteen patients were followed up 10-48 months (mean,25.3 months).The X-ray films showed that all fractures healed,with the mean healing time of 17.5 weeks (range,11-30 weeks).At last follow-up,the mean MEPS score was 88.5(range,55-100);the results were excellent in 10 cases,good in 3 cases,fair in 1 case,and poor in 1 case,with an excellent and good rate of 86.7%.The mean ROM of flexion and extension was 118°(range,35-145°),and the mean ROM of forearm rotation was 138°(range,85-165°).One case had elbow instability,and 3 had slight pain.No heterotopic ossification and traumatic arthritis occurred during the follow-up. ConclusionThe anteromedial facet fractures of the ulnar coronoid process can be clearly exposed through anterior approach,and the fracture fixation using non-absorbable suture and suture anchor fixation usually can restore the elbow function.
Objective To explore risk factors and treatment strategies of liver resection surface infection following laparoscopic hepatolithiectomy for patient with complicated intrahepatic bile duct stones. Methods The clinical data of 45 patients with complicated intrahepatic bile duct stone underwent laparoscopic hepatectomy from January 2014 to April 2017 in this hospital were analyzed. The liver resection surface infection rate, pathogenic bacteria distribution, factors of operation, antibiotic use time, volume of drainage, and drainage tube placement time were analyzed. Results A total of 13 cases of liver resection surface infection occurred following the laparoscopic hepatolithiectomy in the 45 cases, the infection rate was 28.89%. Totally 24 strains of pathogens were isolated from the infected patients, including 9 strains of gram-positive bacteria and 15 strains of gram-negative bacteria. The mainly postoperative complications included 16 cases of the biliary leakage, 5 cases of the effusion and empyema, the average drainage volume was about 200 mL after the surgery. The double pipes were placed in the 10 patients in the operation. The drainage tubes were placed in the 23 patients under the ultrasound or CT intervention after the surgery, the average time of drainage tube placement was 8 d. The results of univariate analysis showed that the past biliary surgery history, combined with liver cirrhosis, double pipe drainage, operation time, and postoperative biliary leakage were associated with the liver section surface infection following the laparoscopic hepatolithiectomy (P<0.050). The results of multivariate analysis identified that the past biliary surgery history and postoperative biliary leakage were the risk factors (P<0.050), while the double pipe drainage was the protective factor (P<0.050) for liver resection surface infection following the laparoscopic hepatolithiectomy. Conclusions Prophylactic treatment such as perfect preoperative management and careful intraoperation should be taken for risk factors of liver section surface infection following laparoscopic hepatolithiectomy. Actively effective treatment strategies should be given if postoperative liver section surface infection existence.
目的 分析肝脏良性肿瘤的临床诊断、治疗及治疗效果。方法 对川北医学院附属医院2008年2月至2011年2月期间收治并经术后病理学检查证实为肝脏良性肿瘤的156例患者的临床资料进行回顾性分析。结果 156例患者中肝血管瘤119例，肝细胞腺瘤13例，肝内胆管囊腺瘤3例，肝局灶结节性增生9例，肝淋巴管瘤4例，肝血管平滑肌脂肪瘤3例，肝炎性假瘤5例。3例肝局灶结节性增生患者行保守治疗，随访1年，其肿瘤大小和肝功能均无明显变化； 余153例患者行手术治疗，全部切除了病灶，病灶切除率为100％，术后随访6～48个月，平均24个月，均无死亡及复发。结论 肝脏良性肿瘤的症状不典型，缺乏特异性表现，易误诊，应完善超声、CT及MRI检查，并结合病史进行综合分析。对于具有临床症状、肿瘤体积较大（肿瘤直径＞5cm）的肝脏良性肿瘤患者，应积极行手术治疗，术后密切随访。
ObjectiveTo investigate how to shorten the learning curve of the laparoscopic pancreaticoduodenectomy (LPD). MethodsClinical data of 5 patients who underwent the LPD in our hospital from May 2015 to November 2015 were retrospectively analyzed. ResultsThe mean age of 58.8 years old. There were four patients who were diagnosed with periampullary tumor, one patient was distal bile duct carcinoma. The median operative time was 588 min, the average blood loss was 290 mL, the time of feeding was 5 days, the mean hospital stay was 25 days. One case died of cardiovascular event on postoperative day 1. One patient had postoperative bleeding after LPD, who recovered smoothly after reoperation for hemostasis laparoscopiclly. Conciusions LPD needs basic learning curve. The key of this procedure are appropriate treatment of pancreatic head and digestive tract reconstruction. Rich operative experience of surgeon in pancreaticoduodenectomy, optimization of the operation process, skilled in laparoscopic procedures, appropriate cases, appropriate perioperative management, and steady surgical team are also important factor for the success of LPD and shorten learning curve.
ObjectiveTo investigate effect of application of thymopentin during perioperative period on immune function of patients undergoing laparoscopic assisted radical resection for rectal carcinoma. MethodsForty-two patients undergoing laparoscopic assisted radical resection for rectal carcinoma from January 2015 to April 2015 in this hospital were collected. These patients were divided into study group and control group. The patients were received routine treatment in the control group. In addition to routine treatment same as the control group, the patients were received 2 mg thymopentin every day for a week in the study group. The changes of lymphocyte count, T lymphocyte subsets (CD3+, CD4+, CD8+, and CD4+/CD8+), and immunoglobulin (IgG, IgA, and IgM) were compared on the 1st day before surgery and on the 1st day and 5th day after surgery. ResultsThe lymphocyte count, T lymphocyte subsets, and immunoglobulin on the first day after surgery were significantly lower than those on the 1st day before surgery in these two groups (P < 0.05). The lymphocyte count, T lymphocyte subsets (except for CD4+/CD8+), and immunoglobulin (except for IgA) in the study group were significantly higher than those in the control group on the 5th day after surgery (P < 0.05). The changes of lymphocyte count, T lymphocyte subsets, and immunoglobulin in the study group had no significant differences between on the 5th day after surgery and on the 1st day before surgery (P > 0.05), but which on the 5th day afer surgery were significantly lower than those on the 1st day before surgery (P < 0.05) in the control group. ConclusionApplication of thymopentin during perioperative period could accelerate recovery of immune function after operation in patients undergoing laparoscopic assisted radical resection for rectal carcinoma.
ObjectiveTo summarize the key technical points, applicability, feasibility, and safety of laparoscopic spleen-preserving distal pancreatectomy (LSPDP).MethodA retrospective analysis was performed for the clinical data of 22 patients who were admitted to the Affiliated Hospital of North Sichuan Medical College from September 2016 to November 2019, all patients planned to receive LSPDP.ResultsTwenty of the 22 patients successfully completed LSPDP, and 2 patients converted to laparotomy. One patient was transferred to laparotomy to suture the damaged splenic artery. The spleen was observed to have no ischemia and the spleen preservation operation was continued. One patient was converted to laparotomy due to the difficulty of dissecting the tail of the pancreas which caused by severe abdominal adhesion. The operation time of LSPDP patients was (191±86) minutes (170–480 min), intraoperative blood loss was (365±50) mL (200–1 000 mL), and postoperative hospital stay was (9.9±2.6) days (7–16 d). Six patients of pancreatic fistula occurred after operation, including 3 cases of biochemical fistula, which were cured and discharged after symptomatic treatment, 3 cases of grade B pancreatic fistula, who all improved after anti-inflammatory, acid suppression, enzyme suppression, and double catheter drainage. Twenty patients were interviewed after the operation, and the follow-up time was 3–24 months (median of 15 months). During the follow-up period, no patient had recurrence or metastasis.ConclusionsUnder the conditions of strict screening of suitable cases, adequate preoperative imaging evaluation, intraoperative fine manipulation, and the application of appropriate operating instruments and cutting closure devices, LSPDP is safe and feasible to treat benign tumors of the pancreatic body and tail and some borderline tumors. During the operation, attention should be paid to the reasonable treatment and protection of splenic arteries and veins.