ObjectiveTo evaluate the safety and necessity of recurrent laryngeal lymph node resection by comparing the complications and prognosis of patients with recurrent laryngeal nerve injury receiving different recurrent laryngeal lymph node resections.MethodsWe reviewed the clinical data of 153 patients with stage T1N0M0 esophageal squamous cell carcinoma who underwent radical esophageal cancer surgery at the Department of Thoracic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology from June 2014 to May 2016. Among them, 125 were male and 28 were female, at an average age of 62 years. All patients underwent bilateral recurrent laryngeal nodes sampling. They were divided into 3 groups according to the dissection situation: patients with only one recurrent laryngeal lymph node resection on both sides during the operation were treated as a sampling group (n=49); patients with only one recurrent laryngeal lymph node resection on one side and more than one recurrent laryngeal lymph nodes resection on the other side were treated as a unilateral dissection group (n=49); patients with more than one recurrent laryngeal lymph nodes resection on both sides were treated as a bilateral dissection group (n=55). Follow-up was performed to compare the prognostic differences among the three groups. Seven days after the operation, the vocal cords of the patients were examined with an electronic laryngoscope and classified using the Clavien-Dindo system. The differences in complications related to recurrent laryngeal nerve injury among the three groups were compared.ResultsThe 5-year overall survival (OS) rate of the patients in the sampling group, unilateral dissection group and bilateral dissection group was 66.8%, 88.5%, 93.8%, respectively. There was statistical difference between the sampling group and the unilateral dissection group or the bilateral dissection group (P<0.05), and no statistical difference between the unilateral dissection group and the bilateral dissection group (P>0.05). The incidence of complications among the three groups was not statistically different (P>0.05).ConclusionFor patients with esophageal squamous cell carcinoma of stage T1N0M0, the lymph nodes of the bilateral recurrent laryngeal nerves should be removed during the operation as many as possible, which will help improve the 5-year survival rate of the patients.
Objective To explore the clinical significance on protection of parathyroid and recurrent laryngeal nerve （RLN） by meticulous capsular dissection and exposure of RLN in thyroid lobectomy. Methods Clinical data of 452 patients who underwent thyroid lobectomy by meticulous capsular dissection and exposure of RLN in our hospital from Jan. 2010 to Dec. 2012 were retrospectively analyzed. Results All of the 452 cases underwent thyroid lebectomy successfully without death， and the operative time was 45-110min （average 60 min）， the blood loss was 5-100mL （average 20mL）. The pathological results showed that there were thyroid adenoma in 193 cases， nodular goiter in 175 cases， Hashimoto thyroiditis in 38 cases， thyroid cancer in 46 cases. After operation， 4 cases suffered RLN injury， 1 of the 4 cases recovered after removal of drainage tube， and other 3 cases recovered during 0.5 to 3.0 months. In addition， 2 cases suffered laryngeal nerve injury whose symptoms disappearred within 1 week， 5 cases suffered parathyroid founctional damage without permanent hypocalcemia whose symptom had kept 1-5 days after treatment. Three cases were reoperated because of bleeding， including branch of anterior venous bleeding in 1 case， thyroid side arterial tube bleeding in 1 case， and thyroid stump bleeding in 1 case. Twenty one cases suffered hypothyroidism in 1 month after operation， and no recurrence happened during the followed up period. Conclusions Meticulous capsular dissection can effectively protect function of parathyroid and reduce the injury probability of RLN. Exposure of RLN is safe and feasible， which plays an important role in avoiding serious RLN injury.
ObjectiveTo investigate the clinical value of cervical vascular color Doppler ultrasound for dignosis of nonrecurrent laryngeal nerve before thyroid surgery. MethodsThere were 1931 cases of thyroid patients treated between January 2010 to Jule 2014, group these patients according to the results of preoperative chest radiograph examination, the chest radiograph shows abnormal vessels image were group A (45 cases), no abnormalities were group B (1886 cases). Before operaton, made patients of group A to have routine carotid duplex ultrasound to identify whether the right subclavian artery abnormalities. All patients were exposed to conventional methods of recurrent laryngeal nerve during surgery. ResultsThe 45 patients of group A, chest angiography showed 17 cases with right subclavian artery abnormalities, they were confirmed that all the 17 patients were nonrecurrent laryngeal nerve by surgery, no damage cases. The other 28 cases showed a normal right subclavian artery and no cases of nonrecurrent laryngeal nerve. The 1886 patients in group B, surgical exploration found four cases with nonrecurrent laryngeal nerve, injury in 1 case. The 21 patients whose nonrecurrent laryngeal nerve were on the right side, there were no left side with nonrecurrent laryngeal nerve and no co-exist cases of nonrecurrent and recurrent laryngeal nerve. The average exposure time of nonrecurrent laryngeal nerve in patients of group A (17 cases) was significantly shorter than that group B[(4.28±1.08) min vs. (15.50±2.08) min, t=-15.978, P=0.000]. ConclusionsThe cervical vascular color Doppler ultrasound examination before thyroid surgery can be adjuvant used, if there is the right subclavian artery abnormalities, it showes that there is the right side nonrecurrent laryngeal nerve. So as to effectively prevent the damage of nonrecurrent laryngeal nerve during thyroid surgery.
In the diagnosis of cardiovascular diseases, the analysis of electrocardiogram (ECG) signals has always played a crucial role. At present, how to effectively identify abnormal heart beats by algorithms is still a difficult task in the field of ECG signal analysis. Based on this, a classification model that automatically identifies abnormal heartbeats based on deep residual network (ResNet) and self-attention mechanism was proposed. Firstly, this paper designed an 18-layer convolutional neural network (CNN) based on the residual structure, which helped model fully extract the local features. Then, the bi-directional gated recurrent unit (BiGRU) was used to explore the temporal correlation for further obtaining the temporal features. Finally, the self-attention mechanism was built to weight important information and enhance model's ability to extract important features, which helped model achieve higher classification accuracy. In addition, in order to mitigate the interference on classification performance due to data imbalance, the study utilized multiple approaches for data augmentation. The experimental data in this study came from the arrhythmia database constructed by MIT and Beth Israel Hospital (MIT-BIH), and the final results showed that the proposed model achieved an overall accuracy of 98.33% on the original dataset and 99.12% on the optimized dataset, which demonstrated that the proposed model can achieve good performance in ECG signal classification, and possessed potential value for application to portable ECG detection devices.
Polysomnography (PSG) monitoring is an important method for clinical diagnosis of diseases such as insomnia, apnea and so on. In order to solve the problem of time-consuming and energy-consuming sleep stage staging of sleep disorder patients using manual frame-by-frame visual judgment PSG, this study proposed a deep learning algorithm model combining convolutional neural networks (CNN) and bidirectional gate recurrent neural networks (Bi GRU). A dynamic sparse self-attention mechanism was designed to solve the problem that gated recurrent neural networks (GRU) is difficult to obtain accurate vector representation of long-distance information. This study collected 143 overnight PSG data of patients from Shanghai Mental Health Center with sleep disorders, which were combined with 153 overnight PSG data of patients from the open-source dataset, and selected 9 electrophysiological channel signals including 6 electroencephalogram (EEG) signal channels, 2 electrooculogram (EOG) signal channels and a single mandibular electromyogram (EMG) signal channel. These data were used for model training, testing and evaluation. After cross validation, the accuracy was (84.0±2.0)%, and Cohen's kappa value was 0.77±0.50. It showed better performance than the Cohen's kappa value of physician score of 0.75±0.11. The experimental results show that the algorithm model in this paper has a high staging effect in different populations and is widely applicable. It is of great significance to assist clinicians in rapid and large-scale PSG sleep automatic staging.
Objective To assess clinical value of thyroidectomy by meticulous capsular dissection technique through neck incision approach in treatment of 75 patients with type Ⅰ substernal goiter. Methods The clinical data of 75 patients with type Ⅰ substernal goiter in the Department of General Surgery of the Central Hospital of Xiaogan from April 2013 to April 2017 were retrospectively analyzed. These patients received the surgical resection by the meticulous capsular dissection technique with an ultrasonic scalpel and a bipolar coagulation forcep through neck incision approach. Results There were 12 Hashimoto thyroiditis, 10 thyroid adenoma, 41 nodular goiter, and 12 thyroid carcinoma in the 75 patients with type Ⅰ substernal goiter. Five cases underwent the unilateral total thyroidectomy. Fifty-eight cases underwent the bilateral total thyroidectomy. The bilateral total thyroidectomy plus central lymph node dissection were performed in the 9 patients with thyroid carcinoma, the bilateral total thyroidectomy plus central lymph node dissection plus affected ipsilateral neck lymph node dissection were performed in the 3 patients with thyroid carcinoma. The average operative time was 100 min, the average intraoperative blood loss was 50 mL, the average postoperative hospital stay was 5 d. The rate of parathyroid injury was 2.7% (2/75), the rate of hypocalcemia caused by parathyroid injury was 2.7% (2/75). There were 3 cases (4.0%) of unilateral recurrent laryngeal nerve injury, 1 case (1.3%) of the outer branch of the upper laryngeal nerve injury. There were 2 cases of tracheal partial softening in the 75 patients. None of postoperative bleeding and seroma happened. No death and the tumor recurrence and metastasis of patients happened during follow-up period. Conclusions Preliminary results in this study show that operation of meticulous capsular dissection technique with an ultrasonic scalpel and a bipolar coagulation forcep through neck incision approach in treatment of type Ⅰ substernal goiter is safe and feasible, it could effectively reduce postoperative complications of thyroidectomy, and protect parathyroid and it’s function, recurrent laryngeal nerve, and superior laryngeal nerve.
ObjectiveTo master the morphological characteristics of the recurrent laryngeal nerve (RLN) and extra-laryngeal branching (ELB) in dogs, and to provide an anatomical basis for the establishment of an animal model of injury to the ELB in dogs as well as for functional studies. MethodsSix adult healthy Beagles were selected, completely dissected the thyroid gland, the full length of the cervical segment of the RLN and the ELB. Then, the location, size and morphology of the thyroid gland and the morphological features of the RLN and ELB were observed. The length of the RLN and its ELB were measured. The incidence and number of ELB and their relationship with trachea, esophagus and peripheral blood vessels were recorded. ResultsSix Beagles (12 sides) all had ELB. In 9 sides the main trunk of the RLN divided into internal and external branches on its way up into the larynx and converged before them entering the larynx. The total number of ELB was 48, and the number of branches on each side were ranging from 1 to 7. There were 38 ELB were located below the lowest level of the thyroid gland. ConclusionsThe Beagles included in this study all have ELB. The ELB were widely distributed in the cervical trachea and esophagus after branching from the internal branch of RLN. It is speculated that the ELB may be involved in the function of the cervical esophagus and trachea. In thyroid surgery, the tracheal branch and esophageal branch of the ELB should be preserved as much as possible.
ObjectiveTo investigate the predictive value of recurrent laryngeal nerve lymph nodes (RLN) status for supraclavicular lymph node (SLN) metastasis in esophageal squamous cell carcinoma.MethodsWe retrospectively analyzed the clinical data of 83 patients with esophageal squamous cell carcinoma who underwent McKeown three-field lymphadenectomy from January 2017 to April 2018 in our hospital, including 53 males and 30 females with an average age of 64.07±7.05 years.ResultsThe SLN metastasis rate of the patients was 24.1%. The rate in the thoracic and abdominal metastases positive (N1-3) group and negative (N0) group was 37.8% and 13.0%, respectively, with a statistical difference (P<0.05). The rate of SLN metastasis was significantly different between the RLN metastasis positive (RLN+) and negative (RLN–) groups (39.1% vs. 18.3%, P<0.05). One side of RLN metastasis could lead to SLN metastasis on the opposite side. No correlation between the SLN metastasis and age, gender, location, differentiation degree, maximum tumor diameter, T-staging or histologic type was observed (P>0.05). Multivariate analysis showed that lymph node metastasis in chest or abdomen was an independent predictor of SLN metastasis.ConclusionRLN+ is not the independent predictor for SLN metastasis. SLN should be dissected in N1-3 patients with esophageal squamous cell carcinoma without considering tumor location and T-staging. Bilateral SLN dissection should be recommended even if RLN metastasis is only unilateral.
ObjectiveTo summarize the current comparison of the efficacy of different treatments for recurrent hepatocellular carcinoma.MethodTo search the literatures about the comparative studies on the efficacy of different treatments for recurrent hepatocellular carcinoma in recent years and analyze them.ResultsIn the treatment of recurrent hepatocellular carcinoma, percutaneous arterial chemoembolization combined with radiofrequency ablation could improve the survival rate and tumor-free survival rate to some extent, compared with the single use of percutaneous arterial chemoembolization. In the short term, there was no difference in efficacy between radiofrequency ablation and surgical resection, but the local recurrence rate of radiofrequency ablation was higher than that of surgical resection group. Salvage liver transplantation offered potential opportunity to reduce the risk of recurrence and tended to improve long-term survival outcomes, but liver sources were scarce and costly. ConclusionsAt present, there is no systematic staging scheme and treatment system for recurrent hepatocellular carcinoma. At the same time, most studies are retrospective, and more prospective studies are needed to further explore the treatment of recurrent hepatocellular carcinoma.
Objective To explore a new method for the treatment of refractory recurrent liver cancer. Methods The treatment process and effect of a patient with refractory recurrent liver cancer who received complete remission (CR) treated with second-line targeted drug regorafenib combined with camrelizumab in the Department of Hepatobiliary and Pancreatic Surgery of Dongguan Hospital Affiliated to Southern Medical University were retrospectively analyzed and summarized. Results In the previous 3 years, the patient underwent radical ablation, resection of recurrent cancer in the middle lobe of the liver, ablation of recurrent cancer in S2 and S8 segments of the liver, and multidisciplinary treatment with the first-line targeted drug lenvatinib, extensive intrahepatic recurrence and metastasis still occurred. Finally, the patient was treated with the second-line targeted drug regorafenib combined with camrelizumab for systemic treatment. All the intrahepatic lesions were liquefied and necrotic, and most of them were significantly reduced or disappeared, AFP decreased from the highest peak of 20 867.00 μg/L to normal. The therapeutic effect of CR was evaluated and remained stable for more than 12 months. There were no obvious toxic and side effects. The patient had a good quality of life and insisted on working normally. Conclusion The second-line targeted drug regorafenib combined with new immunotherapy may still have curative effect on refractory recurrent liver cancer after various comprehensive treatment failures, and even obtain the hope and opportunity of long-term tumor-free survival.