Sleep electroencephalogram (EEG) is an important index in diagnosing sleep disorders and related diseases. Manual sleep staging is time-consuming and often influenced by subjective factors. Existing automatic sleep staging methods have high complexity and a low accuracy rate. A sleep staging method based on support vector machines (SVM) and feature selection using single channel EEG single is proposed in this paper. Thirty-eight features were extracted from the single channel EEG signal. Then based on the feature selection method F-Score's definition, it was extended to multiclass with an added eliminate factor in order to find proper features, which were used as SVM classifier inputs. The eliminate factor was adopted to reduce the negative interaction of features to the result. Research on the F-Score with an added eliminate factor was further accomplished with the data from a standard open source database and the results were compared with none feature selection and standard F-Score feature selection. The results showed that the present method could effectively improve the sleep staging accuracy and reduce the computation time.
ObjectiveTo investigate the rule of lymph node metastasis and its relationship with prognosis in stage N1 thoracic esophageal squamous cell carcinoma. MethodsThe clinical and follow-up data of 121 stage N1 (1 to 2 lymph node metastases) thoracic esophageal squamous cell carcinoma patients, who underwent radical resection of esophageal carcinoma in our hospital from 2015 to 2017, were retrospectively analyzed. There were 104 (86.0%) males and 17 (14.0%) females with an average age of 64.9±8.3 years. ResultsThe early metastasis rates of the left upper paratracheal, right upper paratracheal, lower thoracic paraesophageal, paracardial, lesser curvature and greater curvature lymph nodes were 22.6%, 28.0%, 21.2%, 41.7%, 25.0% and 25.0%, respectively. The three-year survival rates in the group with and without left upper paratracheal lymph node metastasis were 8.3% and 34.9%, respectively (P=0.000). The three-year survival rates of the subcarinal lymph node metastasis group and the non-metastasis group were 10.5% and 36.3%, respectively (P=0.032). Multivariate Cox regression analysis showed that, left upper paratracheal lymph node metastasis (P=0.000) and subcarinal lymph node metastasis (P=0.010) were independent prognostic factors for early stage lymph node metastasis of esophageal squamous cell carcinoma. The three-year survival rates of patients with simple abdominal lymph node metastasis and those with simple thoracic lymph node metastasis were 51.1% and 25.0%, respectively (P=0.016). ConclusionThe lymph nodes of N1 stage thoracic esophageal squamous cell carcinoma are more likely to metastasize to left upper paratracheal lymph nodes, right upper paratracheal lymph nodes, lower thoracic paraesophageal lymph nodes, paracardial lymph nodes, lesser curvature of stomach and greater curvature of stomach lymph nodes. Lymph node metastases of left upper paratracheal and subcarinal are independent factors for the prognosis of patients with stage N1 thoracic esophageal squamous cell carcinoma. The prognosis of patients with simple abdominal lymph node metastasis is better than that of patients with simple thoracic lymph node metastasis.
In order to decrease the risk of operation, complete release of scar tissue and reduce the recurrence after operation, from February 1994 to March 1997, seventy-three cases of severe cicatricical adhesion on the submental-thoracic region were treated with release and resection of scar tissue, and delay skin graft. The grafted skin was survived completely after operation. The result from the release of scar tissue of the cervical region was good. The physiological angle of submental-thoracic angle was recovered. It was thought that two-stage operation for submental-thoracic cicatricial adhesion would decrease the risk of operation and be advantageous to the release of contracted soft tissue of anterior cervical region and reduce the recurrence of contracture. The interval between the two stages of the operation was 2 to 3 days, which did not increase the rate of infection of the wound. The shortcomings including increase of pain to patient and prolong the time in hospital.
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.
ObjectiveTo investigate the effect of combined or non-combined liver resection for T2a gallbladder cancer. MethodsAccording to the established inclusion and exclusion criteria, the patients with T2a gallbladder cancer admitted to Peking Union Medical College Hospital from January 2016 to December 2021 were retrospectively collected, then were assigned into combined with liver resection group and non-combined with liver resection group. The general characteristics, perioperative information, and prognosis of the two groups were compared. ResultsA total of 58 patients were enrolled in this study, including 23 males and 35 females; aged (64.8±11.1) years. There were 43 cases in the combined with liver resection group and 15 cases in the non-combined with liver resection group. There were no statistic differences in the demographic data, lifestyle, onset symptoms, preoperative combined diseases, and preoperative tumor markers between the two groups (P>0.05). Compared with the combined with liver resection group, the proportion of patients received bile duct resection was higher (P=0.013) and the operation time was shorter (P=0.045) in the non-combined with liver resection group. There were no statistic differences in the other perioperative informations between the two groups (P>0.05). A total of 12 patients had postoperative complications, including 3 cases of grade Ⅰ, 8 cases of grade Ⅱ, and 1 case of grade Ⅲa by Clavien-Dindo classification. All patients improved after treatment and were discharged smoothly. No patient was readmitted within 30 d after discharge. All 58 patients were followed up with a median follow up time of 29 months. During the follow-up period, there were 47 cases (81.0%) of tumor-free survival, 2 cases (3.4%) of survival with tumor, and 9 cases (15.5%) of death. There were no statistic differences in the overall survival and disease-free survival between the two groups by log-rank test (χ2=3.418, P=0.064; χ2=1.543, P=0.214). ConclusionFromthe results of this study, for T2a gallbladder cancer, liver resection would not result in increased complications or longer hospital stay, but don’t obviously improve prognosis.
Objective To evaluate the accuracy of preoperative 64 multidetector spiral computed tomography (MDCT) in the diagnosis of stage Ⅳ gastric cancer. Methods The data of patients with stage Ⅳ gastric cancer between July 2007 and April 2008 were collected. Twenty-nine patients underwent preoperative 64 MDCT were retrospectively analyzed. All computed tomography scans were prospectly analyzed by 2 abdominal radiologists separately. Pathological tumor stage was based on TNM stage according to the revised Japanese Classification of Gastric Carcinoma from the Japanese Gastric Cancer Association. All CT results were compared with clinical, surgical and histopathologic results. Results The 65.2% (15/23), 47.8% (11/23) and 70.8% (17/24) of the stage Ⅳ patients were accurately predicted of T, N and M stage, respectively. Moreover, 58.6% (17/29) of the stage Ⅳ patients were accurately predicted of TNM stage. But 6/9 cases with peritoneal metastases were not detected by preoperative 64 MDCT. Conclusion The 64 MDCT is a promising technique for detection and preoperative staging of stage Ⅳ gastric cancer. It was difficult to detect peritoneal metastases, but it may not increase the rate of exploratory laparotomy.
Liver cancer is one of the world’s most prevalent malignancies, and is also the third leading cause of cancer death in China. Hepatitis and cirrhosis background is a major feature of liver cancer patients in China, which makes specific requirements that suits the national conditions in many aspects of prevention and control like screening diagnosis, treatment options, and prognosis follow-up. The Specifications for Diagnosis and Treatment of Primary Liver Cancer (2017 Edition), which is based on China’s practice, proposes liver cancer staging in line with China’s national conditions and forms a multi-disciplinary joint diagnosis and treatment model based on surgical treatment. Liver transplantation is included in liver cancer as one of the surgical treatments option. It also emphasizes the support of evidence-based medicine. The Specifications for Diagnosis and Treatment of Primary Liver Cancer (2017 Edition) may have laid a solid foundation for future diagnosis and treatment of liver cancer in China.
目的 探讨宫颈癌骨转移相关因素。 方法 回顾分析2008年6月－2011年8月收治的352例宫颈癌患者的临床资料，其中鳞癌326例，腺癌26例；临床分期Ⅰ期60例、Ⅱ期184例、Ⅲ期90例、Ⅳ期18例。比较不同期别、不同病理类型、不同组织分级患者的骨转移情况。 结果 352例宫颈癌中有18例发现骨转移，转移率为5.1%；转移时间为3～48个月，2例于骨转移后1年内死亡。鳞癌326例，骨转移率为5.2%；腺癌26例，骨转移率为3.8%。Ⅰ、Ⅱ、Ⅲ和Ⅳ期患者的骨转移率分别为0.0%、3.8%、5.6%和33.3%，晚期与早期相比有统计学意义（P＜0.05）；高、中和低分化患者骨转移率分别为3.1%、3.1%和6.3%，高分化与中分化相比，差异无统计学意义（P＞0.05），低分化与高中分化相比差异有统计学意义(P＜0.05)。 结论 宫颈癌骨转移与宫颈癌临床分期、病理类型、细胞分级密切相关。在宫颈癌的治疗过程中，做到早发现、早治疗，可提高患者的治疗效果，延长生存时间。