A blood pressure measurement system based on internet of things and deep learning is proposed for continuous data acquisition and blood pressure prediction.The system adopts a hybrid neural network structure for processing the collected data and accurately predicting blood pressure,and the model consists of ResNet18,GRU and 3 fully connected layers.The data of 82 individuals are collected for training and testing.The mean absolute errors and standard deviations are 2.16 mmHg and 3.09 mmHg for diastolic blood pressure,3.15 mmHg and 5.14 mmHg for systolic blood pressure,according with AAMI standard and BHS standard.

Neoadjuvant therapy has become the first choice for locally advanced esophageal carcinoma. Patients with post-neoadjuvant positive lymph node staging (ypN+) have poor prognosis, and there is no effective adjuvant therapy. Programmed death protein-1 (PD-1) antibody can obtain better clinical efficacy in the treatment of advanced esophageal cancer. The authors designed a multicenter, prospective, randomized controlled clinical trial of Toripalimab (PD-1 antibody) adjuvant therapy on esophageal squamous cell carcinoma patients with ypN+ after the treatment of neoadjuvant chemotherapy combined with surgical resection, in order to provide clinical practices for the adjuvant treatment of ypN+ patients.

Objective: To analyze the prognostic factors of adult nonclear cell renal cell carcinoma (nccRCC). Methods: The clinical data of 286 patients with pathologically diagnosed one specific type of nccRCC after radical nephrectomy and nephron sparing surgery(NSS) in the affiliated hospital of Qingdao university followed up from January 2012 to January 2019 were retrospectively analyzed.There were 159 males and 127 females. Their age ranged from 17 to 81 years old, with an average age of 53. Based on the AJCC combination stage, 218 cases were in stage Ⅰ, 56 cases were in stage Ⅱ, 9 cases were in stage Ⅲ, 3 cases were in stage Ⅳ. Assay indicators were collected, including lymphocyte percentage(LY%)(31.5±10.5), neutrophil-lymphocyte ratio(NLR)(2.6±2.8), albumin(40.9±4.7)g/L, prealbumin(255.0±74.3)mg/L, lactate dehydrogenase (LDH)(201.0±174.0)U/L, creatine kinase isoenzyme (CK-MB)(20.0±62.1)U/L, total cholesterol(4.9±1.0)mmol/L, blood urea nitrogen/creatinine (BUN/Cr)(12.9±9.9), blood glucose(5.4±1.3)mmol/L, triglyceride(1.4±1.1)mmol/L, low-density lipoprotein cholesterol (LDL-C)(2.9±0.8)mmol/L. The optimal cut-off value of the above indexes were obtained by the receiver operating characteristic curve(ROC) in the SPSS software, and difference between high cut-off and low cut-off divided basing on the optimal cut-off value were evaluated respectively. The prognostic factors of adult nccRCC were evaluated by univariate and multivariate Cox proportional hazards regression analysis. Kaplan-Meier survival curve was used to study the survival relationship. The log-rank test were used to compare survival rate in two groups. The prognostic factors of nccRCC were analyzed after the results above were presented. Prognostic factors in renal chromophobe cell carcinoma and papillary cell carcinoma were analyzed by the same method. Results: The 286patients were followed up from 1 to 87 months, with an average of 43.9 months. The 3-year and 5-year survival rates were 93.8% and 89.3%, respectively. Results of univariate and multivariate Cox regression model revealed that AJCC combined staging (HR=2.38, 95%CI1.48-3.83), LDH(HR=2.99, 95%CI1.16-7.69), blood glucose (HR=4.13, 95%CI 1.74-9.78), CK-MB (HR=3.85, 95%CI1.63-9.08) were independent prognostic factors of nccRCC. NLR(HR=8.28, 95%CI1.66-41.35) and LDH(HR=9.82, 95%CI2.94-32.82) were the independent prognostic factor in the renal chromophobe cell carcinoma subgroup and the papillary renal cell carcinoma subgroup, separately. Conclusions AJCC combination stage, LDH, blood glucose and CK-MB are independent prognostic factors of adult nccRCC. Patients with low LDH, hypoglycemia, CK-MB and early AJCC stage have better prognosis. NLR is an independent predictor of renal chromophobe cell carcinoma, and the low NLR group has a better prognosis and higher survival rate. LDH is an independent predictor of papillary renal cell carcinoma and low LDH is beneficial to patients' prognosis. NLR and LDH can be used as a prognostic indicator for clinical evaluation in renal chromophobe cell carcinoma and papillary renal cell carcinoma, respectively.

Compared with traditional cerebral angiography, magnetic resonance angiography has the advantages of non-invasive, convenient, and no adverse effects of contrast agents. In many cases, it can be used as an alternative examination or an important supplement to digital subtraction angiography. This article reviews the application progress of magnetic resonance angiography in the diagnosis and treatment of moyamoya disease.

Objective: To discuss the effect and safety of continuous pumping for home enteral nutrition after esophagectomy. Methods: The current study retrospectively analyzed the esophageal cancer patients who underwent transthoracic esophagectomy between January 2017 and November 2017 at First Department of Thoracic Surgery, Peking University Cancer Hospital and Institute. There were totally 108 cases, including 88 males and 20 females, with an average age of 62 years. The patients were divided into pump feeding group (n=56) and traditional tube feeding group (n=52). The postoperative short-term safety, weight maintenance, enteral nutrition tolerance and nutritional support complete rate of the 2 groups were compared by χ² test, Fisher exact test and t test, respectively. Results: Compared with traditional tube feeding group, the patient safety in pumping feeding group was significantly better, with complications within 2 months after discharge were 11/52 and 4/56 respectively (χ²=2.393, P=0.035); the weight maintenance was significantly better, the weight loss within 4 weeks after discharge were 3.90 kg and 0.13 kg, respectively (t=7.720, P=0.000); the general enteral complications were significantly lower (26/52 vs. 5/56, χ²=22.225, P=0.000), the nutritional support complete rate was significantly higher (23/52 vs. 55/56, χ²=39.167, P=0.000). Conclusions Continuous pump feeding enteral nutrition support after discharge postoperatively could help improve patient safety after discharge, which is better for weight maintenance of the patients. Pump feeding could also enhance tolerability of tube feeding and ensure the effective accomplishment of nutritional support.

BACKGROUND: Thoracoscopic surgery has gradually become the major procedure for lung cancer surgery in our department. Its characteristics are minimal trauma and quick recovery, which make approximately 90% of patients discharge from the hospital after surgery. However, the postoperative complications still happen now and then. We analyzed the patients who had been hospitalized for longer than 7 days after thoracoscopic lung cancer surgery, aiming to summarize the types and risk factors of complications, and improve postoperative safety of patients. METHODS: The data were come from the prospective database of Thoracic Surgery Unit One in Peking Cancer Hospital, and patients that underwent thoracoscopic pulmonary surgery between Jan. 2010 and Dec. 2014 with length of stay more than 7 days were included in the study. The classifications of the complications were investigated and graded as mild or severe complications according to modified Claviengrading, the relationship between clinical factors and degrees of complications was also analyzed. RESULTS: The hospitalization of 115 cases were longer than 7 days after surgery, accounting for 10.3% (115/1,112) of the whole patients that underwent surgery during the same period. Eighty-one cases had mild complications, accounting for 7.3% (81/1,112) of the whole cases that underwent surgery during the same period and 70.4% (81/115) of the cases with prolonged length of stay; the proportions of severe complications in both groups were 3.1% (34/1,112) and 29.6% (34/115), respectively; and the proportions of complications that caused perioperative deaths were 0.18% (2/1112) and 1.7% (2/115), respectively. Among all the postoperative complications, the most common was air leakage for more than 5 days after surgery, with a total of 20 cases (1.8% and 17.4%). The other common complications were: atelectasis (19 cases, 1.7% and 16.5%), pulmonary infection (18 cases, 1.6% and 15.7%), etc. The less common complications was bronchopleural fistula (4 cases, 0.36% and 3.5%) with very high risk, and 2 cases died perioperatively due to the combination of acute respiratory distresssyndrome (ARDS). In the clinical factors, only preoperative low pulmonary function (FEV1%<70%) was the potential risk factor for postoperative severe complications (45.8% vs 23.6%, P=0.038). There was no significant difference either regarding the 5 year disease free survival or the 5 year overall survival between mild complication group and severe complication group, with 5 year DFS being 52.2% and 51.9%, respectively (P=0.894) , and 5 year overall survival being 64.0% and 53.5%, respectively (P=0.673). CONCLUSIONS Continuous postoperative air leakage, atelectasis and pulmonary infections were the major causes for prolonged hospitalization after thoracoscopic surgery for lung cancer, and bronchopleural fistula was the most perilous complications. Patients with low preoperative pulmonary function were more likely to have severe postoperative complication, however, this would not influence the long term survival of the patients.
Adult ; Aged ; Aged, 80 and over ; Female ; Hospitalization ; Humans ; Length of Stay ; Lung Neoplasms ; complications ; surgery ; therapy ; Male ; Middle Aged ; Postoperative Complications ; epidemiology ; Postoperative Period ; Prospective Studies ; Thoracic Surgery, Video-Assisted

BACKGROUND: Currently, there is no consensus on the follow-up strategy (follow-up time interval and content) of non-small cell lung cancer (NSCLC) in the world, and the relevant clinical evidence is also very limited. In this study, we aimed to summarize the recurrence/metastasis sites and timings of stage I NSCLC patients based on their follow-up data, aiming to provide a basis of follow-up time interval and content for this group of patients. METHODS: We retrospectively analyzed the 416 stage I NSCLC patients that underwent continuous anatomic lobectomy between Jan. 2000 to Oct. 2013 in our prospective lung cancer database. According to the recurrence/metastasis sites and timings, the long term follow-up time interval and content were explored. RESULTS: The 5-yr disease free survival (DFS) and overall survival (OS) in the whole group were 82.4% and 85.4%, respectively. There were 76 cases (18.3%) had recurrence/metastasis during follow-up, among which the most frequent site was pulmonary metastasis (21 cases, 5.0%), followed by brain metastasis (20 cases, 4.8%), bone metastasis (12 cases, 2.9%), and mediastinal lymph node metastasis (12 cases, 2.9%). Among the factors that could influence recurrence/metastasis, patients with pT2a suffered from a higher recurrence/metastasis rate compared to patients with pT1 (P=0.006), with 5-yr DFS being 73.8% and 87.3%, respectively (P=0.002), and the 5-yr OS being 77.7% and 90.3%, respectively (P=0.011). CONCLUSIONS The commonest recurrence/metastasis sites of stage I NSCLC after anatomic lobectomy are lung, brain and mediastinal lymph nodes, the risk of recurrence/metastasis within 2 years were equal to that between 3 years and 5 years. The follow-up frequencies and content within 2 years could be adjusted according to T stages.
Adolescent ; Adult ; Aged ; Aged, 80 and over ; Carcinoma, Non-Small-Cell Lung ; mortality ; pathology ; surgery ; Female ; Follow-Up Studies ; Humans ; Lung Neoplasms ; mortality ; pathology ; surgery ; Lymph Nodes ; surgery ; Lymphatic Metastasis ; Male ; Middle Aged ; Neoplasm Staging ; Pneumonectomy ; Prospective Studies ; Retrospective Studies ; Young Adult

Objective Evaluation of the effect of manual reduction with small external fixation on the treatment of elderly Barton fractures.Methods A total of 244 elderly patients with Barton fractures were divided into conservative group (n=126) and operation group (n=118) according to random number table. The conservative group was treated by with manual reduction with small external fixation, and the operation group was treated with open reduction and internal fixation. The complications of the patients, the time of fracture healing, hospitalization time and treatment cost were recorded.The wrist function was evaluated by PRWE wrist score system and Wrightington wrist function score system.The clinical efficacy was evaluated by Gartland-Werley Colles fracture evaluation method.Results The excellent and good effect rate was 91.3% (115/126) in the conservative group and 97.5% (115/118) in the operation group. There was no significant difference between the two groups(χ2=0.857,P=0.354). One year, 6 months, 3 months and 6 weeks after treatment, in the conservative group, the PRWE score (10.4 ± 7.9, 19.1 ± 8.0, 40.5 ± 7.8, 55.7 ± 8.1vs. 80.8 ± 8.2,F=113.665), wrightington score (8.2 ± 3.7, 13.2 ± 4.0, 21.4 ± 3.9, 26.3 ± 4.2vs. 30.1 ± 4.2,F=121.348) were significantly lower than those before treatment (P<0.01). And in the operation group, the PRWE score (10.2 ± 7.8, 15.0 ± 8.0, 26.5 ± 8.0, 44.7 ± 8.2vs. 79.6 ± 8.6,F=81.411), Wrightington score (8.1 ± 3.8, 12.1 ± 4.0, 16.5 ± 4.0, 20.6 ± 4.3vs. 29.8 ± 4.6,F=69.113) were significantly lower than those before treatment (P<0.01). But there was no significant difference in PRWE score and Wrightington scores between the two groups after treatment (t=0.149, 0.104,P=0.881, 0.917, respectively). In the conservative group, the hospitalization time (5.28 ± 2.10 dvs. 12.8 ± 2.21d,t=25.260) was significantly shorter than that of the control group (P<0.01), and the treatment cost (3.26 ± 0.93 thousandvs. 28.66 ± 1.04 thousand,t=200.369) was significantly lower than that in the control group (P<0.01). The overall incidence of complication was 8.7% (11/126) in the conservative group and 17.8% in the surgery group (21/118). There was significant difference between the two groups(χ2=4.396,P=0.036).Conclusions The manual reduction with small splint external fixation was simple, low cost, small trauma, short hospitalization time, and less complications.

Objective To investigate the application value of MRS in temporal lobe epilepsy (TLE) without hippocampal sclerosis.Methods A retrospective study was conducted in 23 unilateral TLE patients (TLE group) with absence of hippocampal sclerosis and 20 age-matched normal control subjects (control group).All of them underwent conventional MRI and MRS.N-acetyl aspartate (NAA)/creatine (Cr),choline (Cho)/Cr ratios of bilateral hippocampus in 2 groups were analyzed.Eleven of 23 patients underwent surgical treatment,pathological findings and surgical outcomes were evaluated.Results The NAA/Cr ratios of ipsilateral hippocampus significantly decreased compared with that in the contralateral hippocampus (t=-7.97,P＜0.001) and the control group (t=-9.96,P＜0.001).There was no significant difference between the contralateral hippocampus in patients and the control group (t=-1.21,P=0.12).The Cho/Cr ratios of ipsilateral hippocampus in TLE had no significant difference compared with contralateral hippocampus (t=0.50,P=0.31) and the control group (t=-0.59,P=0.28).The pathological findings of the 11 patients who underwent temporal lobe resection indicated small amounts of neuronal loss and unobvious gliosis.Conclusion MRS is helpful in clinical practice to lateralize and localize the epileptogenic foci in the absence of hippocampal sclerosis in patients with TLE.

Objective To observe the effect of Chinese herbal fumigation combined with CPM promote the function recovery after Postoperative Patellar Fracture. Methods Eighty patients with patellar fracture were randomly divided into treatment group (40 cases) and control group (40 cases). The control group was treated with CPM. The treatment group was treated with Chinese Herbal Fumigation and CPM. After 8th weeks, the clinical curative effect, knee range of motion and KSS knee score were observed and compared. Results The effect rate of the treatment group was 87.5% (35/40), and the control group was 65.0% (26/40). The difference was statistically significant (χ2=5.591, P<0.01). After treatment, the range of motion of knee joint (138.38°± 7.82°vs. 0.29°± 7.83°, t=10.338), KSS knee function score (88.38 ± 9.52 vs. 3.46 ± 9.36, t=2.330) of the treatment group were higher than those in the control group (P<0.01 or P<0.05). Conclusions The Chinese medicine fumigation combined with CPM functional exercise could accelerate the recovery of knee function and reduce the complications of fracture after patellar fracture.