The quality of sleep has a great relationship with health and working efficiency. The result of sleep stage classification is an important indicator to measure the quality of sleep, and it is also an important way to diagnose and treat sleep disorders. In this paper, the method of detrended cross-correlation analysis (DCCA) was used to analyze sleep stage classification, sleep electroencephalograph signals, which were extracted from the MIT-BIH Polysomnographic Database randomly. The results showed that the average DCCA exponent of the awake period is smaller than that of the first stage of non-rapid eye movement (NREM) sleeps. It is well concluded that the method of studying the sleep electroencephalograph with this method is of great significance to improve the quality of sleep, to diagnose and to treat sleep disorders.
When people are walking, they will produce gait signals and different people will produce different gait signals. The research of the gait signal complexity is really of great significance for medicine. By calculating people's gait signal complexity, we can assess a person's health status and thus timely detect and diagnose diseases. In this study, the Jensen-Shannon divergence (JSD), the method of complexity analysis, was used to calculate the complexity of gait signal in the healthy elderly, healthy young people and patients with Parkinson's disease. Then we detected the experimental data by variance detection. The results showed that the difference among the complexity of the three gait signals was great. Through this research, we have got gait signal complexity range of patients with Parkinson's disease, the healthy elderly and healthy young people, respectively, which would provide an important basis for clinical diagnosis.
Abstract: Objective To summarize the clinical experiences of videoassisted thoracoscopic surgery (VATS) lobectomy performed on a series of 300 consecutive patients, and report the results of a 3year followup. Methods We retrospectively analyzed the clinical data of 300 consecutive patients who underwent VATS lobectomy from September 2006 to December 2009 in the Department of Thoracic Surgery, People’s Hospital of Peking University. Of the 300 patients, there were 159 males and 141 females with the age ranged from 18 to 86 years (58.30±13.90 years). Preoperative diagnosis showed that there were 266 patients of mass in the lung, 22 of bronchiectasis, 5 of cyst/abscess in the lung, 3 of pulmonary sequestration, 2 of fungus infection, and 2 of pneumothorax. We assessed the perioperative variables by standard descriptive statistics and estimated the 3year survival rate by KaplanMeier analyses. Results Sixtysix patients were diagnosed to have benign diseases and 234 patients were with malignancies. A percentage of 81.82% (54/66) of the benign patients had infectious diseases, and the majority of the malignancies was nonsmall cell lung cancer (213 patients), especially adenocarcinomas which comprised 73.08% (171/234) of all the malignancies. A total of 273 patients accomplished VATS lobectomy, of whom 27 patients required conversion to thoracotomy at a conversion rate of 9.00%(27/300). In the VATS lobectomy accomplished group, the mean operation time was 317±088 h, and the blood loss was 225.70±195.20 ml. Benign surgery took significantly less time (t=2.280, P=0.0032) and had shorter drainage time(t=1.392, P=0.0304) than those of malignancies. Dense adhesions between lymph nodes and blood vessels was the primary reason for conversion to thoracotomy in 17 patients at a percentage of 62.96%(17/27). Bleeding was the second reason for conversion in 5 patients at a percentage of 1852%. The patients in the upper lobe lobectomy group showed significantly higher risk of conversion compared with those in the nonupper lobe surgery group (χ2=6.131, P=0.013), while gender (χ2=1.182, P=0.277), pathology (χ2=0.210, P=0.647) and the tumor located in left or right side(χ2=2.933, P=0.087) didn’t influence the risk of conversion. The result of the 3year followup showed that there was no reoccurrence of symptoms in patients with benign diseases; Nonsmall cell lung cancer patients had a 3year survival rate of 0.87 with the 95% confidence interval (CI) from 0.77 to 0.96, and pathologic stage I patients at 0.91 with the 95%CI from 0.85 to 0.98. Conclusion VATS lobectomy is safe and effective. This research shows that domestic technologies of VATS lobectomy and its midterm results have reached the international standard.
Abstract： Objective To introduce the new procedure of endobronchial ultrasoundguided transbronchial needle aspiration (EBUSTBNA) for staging lung cancer and diagnosing thoracic diseases, in order to determine its value in the evaluation of thoracic diseases. Methods We retrospectively reviewed the data of all patients examined with EBUSTBNA our institution between September 2009 and May 2010. Among the patients, there were 75 males and 31 females with an average age of 62.3 years old. Based on their primary indication, we divided all the 106 patients into three categories. (1) There were 76 patients with known or bly suspected lung cancer. Enlarged mediastinal lymph nodes on radiographic examination of the chest (≥1.0 cm) were detected in all the patients. (2) There were 22 patients with enlarged mediastinal lymph nodes or mediastinal masses of unknown origin. (3) There were 8 patients with pulmonary mass located close to the central airways. Results (1) 76 patients underwent EBUSTBNA for known or bly suspected lung cancer. Among them, 58 patients were confirmed to have mediastinal lymph nodes metastasis on EBUSTBNA. Sixteen in the 18 patients with negative EBUSTBNA underwent thoracoscopy or thoracotomy for pulmonary resection and mediastinal lymph node dissection. Postoperative pathology confirmed that 12 patients did not have metastatic nodes, 2 patients had metastatic nodes and 2 other patients had benign lesions within the lung. The diagnostic sensitivity, specificity and accuracy of EBUSTBNA for the mediastinal staging of lung cancer were 96.66%(58/60), 100.00%(12/12) and 97.22%(70/72), respectively. (2) 22 patients underwent EBUSTBNA for the evaluation of mediastinal adenopathy or mass in the absence of any identifiable pulmonary lesion. Among them, 7 had malignancy, 13 had benign diseases on EBUSTBNA and the sensitivity of EBUSTBNA in distinguishing malignant mediastinal diseases was 87.50% (7/8). (3) 8 patients with pulmonary mass located close to the central airways were accessed by EBUSTBNA. Definite diagnosis was achieved in 7 patients, and lung cancer was detected in 6 patients. The sensitivity and the diagnostic accuracy of EBUSTBNA for the diagnosis of unknown pulmonary mass was 85.71%(6/7) and 87.50%(7/8), respectively. All the procedures were uneventful, and there were no complications. Conclusion EBUSTBNA is a highly effective and safe procedure. We believe that EBUSTBNA should be used routinely in the diagnosis and staging of thoracic diseases.
Objective To investigate the application and techni ques of endoscop ic linear stapling device in complete video-assisted thoracoscopic lobectomy, a n d to improve the safety and quality of the operation. Methods From September 2006 to January 2008,sixty consecutive complete video-assisted thoracoscopic lo b ectomies were performed. The patients include 30 men and 30 women with average a ge of 59.8 years old. Eight patients suffered from benign lung lesions, and 52 p atients suffered from primary lung cancers or other pulmonary malignancy. The op erations were performed under general anesthesia with doublelumen intubation a nd complete thoracoscopy.The procedures include 12 right upper lobectomies, 10 right middle lobectomies, 14 right lower lobectomies, 8 left upper lobectomies a nd 16 left lower lobectomies. All arteries, veins, bronchus involved were manag ed with endoscopic linear stapling devices. Results All the pr ocedures were successful with one conversion case（1.67%） due to tense lymph no des adhesion, no severe complications, as active bleeding, continuous air leak, foreign body reac tion or operation related death occured. Endoscopic linear stapling devices were used for stapling in 381 different procedures with average of 6.35 per case, am ong which 124 (2.06 per case)were for pulmonary arteries, 66(1.10 per case) for pulmonary veins, 60 for lobar bronchus and 131 for interlobar fissures.A period of 11.3 months (2-18 months) follow-up of all patients shows no dela yed bleeding, bronchialpleural fistula, pyothorax or pneumonia. Concl usion The application of endoscopic linear stapling device is one of th e major difficulty in complete video-assisted thoracoscopic lobectomy. Careful manipulation under some specific principles is the key for the security of the operation.
Objective To summarize our experience of using rigid bronchoscopy in the managent of patients with tracheobronchial disease. Methods From Sep.2002 to Nov.2007, 44 patients of tracheobronchial disease（31 men，13 women, median age 51.9 years) underwent rigid bronchoscopic operations. All procedures were carried out under general anesthesia with high frequency jet ventilation. After the rigid bronchoscope was placed in the main trachea through the mouth , the airway was checked out firstly, and then the lesion was removed by repeated freezing, argon plasma coagulation, cauterization or mechanical ablation, and a stent maybe implanted while needed. Results All 54 procedures were accomplished endoscopically without mortality or major morbidity (16 clearence,19 core out,8 scar clearance,3 foreign body removal, 8 stent insert or removal).The lesion located at trachea in 19 cases, at carina in 4 cases,at left main bronchus in 11 cases and at right main bronchus in 10 cases. There were 17 benign diseases and 27 malignant diseases. There were 3 slight complications. 16 patients compliating with benign disease were followed-up and 1 patient was missed,there was no tumor recurrence except 3 patients complicating with tracheal scar who received reoperations during 4-44 (mean 23.0) months follow-up period. Of the 27 malignant cases,23 patients were followed-up and 4 patients were missed, the follow-up period were 5-58(mean 27.1)months.3 patients died in one months after operation of other disease; the other patients all survived more than one month,especially 7 patients who received radical resection of the tumor survived more than one year. Conclusions These data show that rigid bronchoscope can be applied safely and effectively in the management of tracheobronchial disease.