1.Impact of different extents of lymph node dissection on the survival in stage III esophageal cancer patients.
Guo-qing ZHANG ; Feng HAN ; Wei SUN ; Zuo-liang PANG ; A BuLiZi SIKANDAER ; Hong-jiang WANG
Chinese Journal of Oncology 2008;30(11):858-862
OBJECTIVETo investigate the safety, feasibility and the impact of different extents of lymph node dissection on the survival in the patients with locally advanced thoracic esophageal carcinoma.
METHODSFrom January 2001 to December 2006, 122 patients with locally advanced thoracic esophageal carcinoma underwent radical resection through cervical, thoracic, and abdominal incisions, and were randomly divided into two-field lymph node dissection group (Two-FD) and three-field lymph node dissection group (Three-FD). Life-table method was used to compare the difference of survival rates between the two groups. Kaplan-Meier method was used to compare the cumulative survival time and median survival time between the two groups. Multivariate analysis was performed using Cox model to identify the prognostic factors affecting the survival (alpha = 0.05).
RESULTSThere was no significant difference between the two groups in age, sex, and disease stage. Postoperative complication rate and perioperative mortality rate were 14.5% and 1.6% in the two-FD group versus 15.0% and 1.7% in the three-FD group, statistically without a significant difference (P > 0.05). The 1-, 3- and 5-year survival rates were 78.2%, 39.6% and 14.5% in the two-FD group, and 83.7%, 42.4% and 18.1% in the three-FD group, respectively. The median survival time was 24.0 months in the two-FD group and 31.0 months in the three-FD group. Log-rank analysis showed that in the patients without preoperative weight loss, in T3N1M0 stage, only single regional lymph node metastasis but < 3 in total, the three field lymph node dissection achieved a better prognosis (P < 0.05). Multivariate analysis using Cox model showed that T and N stages and lymph node dissection extent were still risk factors in patients with stage III locally advanced thoracic esophageal carcinoma.
CONCLUSIONCompared with the two field lymph node dissection, the three field lymph node dissection is safe and feasible, and can improve the survival for a part of stage III esophageal cancer patients without increase in operative mortality and complications.
Aged ; Antineoplastic Combined Chemotherapy Protocols ; therapeutic use ; Arrhythmias, Cardiac ; etiology ; Carcinoma, Squamous Cell ; pathology ; surgery ; Chemotherapy, Adjuvant ; Chylothorax ; etiology ; Cisplatin ; administration & dosage ; Esophageal Neoplasms ; pathology ; surgery ; Female ; Fluorouracil ; administration & dosage ; Follow-Up Studies ; Humans ; Lymph Node Excision ; adverse effects ; methods ; Lymphatic Metastasis ; Male ; Middle Aged ; Neoplasm Staging ; Proportional Hazards Models ; Survival Rate
2.Assessment of the Benefits of Targeted Interventions for Pandemic Control in China Based on Machine Learning Method and Web Service for COVID-19 Policy Simulation.
Jie Wen WU ; Xiao Kang JIAO ; Xin Hui DU ; Zeng Tao JIAO ; Zuo Ru LIANG ; Ming Fan PANG ; Han Ran JI ; Zhi Da CHENG ; Kang Ning CAI ; Xiao Peng QI
Biomedical and Environmental Sciences 2022;35(5):412-418
Taking the Chinese city of Xiamen as an example, simulation and quantitative analysis were performed on the transmissions of the Coronavirus Disease 2019 (COVID-19) and the influence of intervention combinations to assist policymakers in the preparation of targeted response measures. A machine learning model was built to estimate the effectiveness of interventions and simulate transmission in different scenarios. The comparison was conducted between simulated and real cases in Xiamen. A web interface with adjustable parameters, including choice of intervention measures, intervention weights, vaccination, and viral variants, was designed for users to run the simulation. The total case number was set as the outcome. The cumulative number was 4,614,641 without restrictions and 78 under the strictest intervention set. Simulation with the parameters closest to the real situation of the Xiamen outbreak was performed to verify the accuracy and reliability of the model. The simulation model generated a duration of 52 days before the daily cases dropped to zero and the final cumulative case number of 200, which were 25 more days and 36 fewer cases than the real situation, respectively. Targeted interventions could benefit the prevention and control of COVID-19 outbreak while safeguarding public health and mitigating impacts on people's livelihood.
COVID-19/prevention & control*
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China/epidemiology*
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Humans
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Machine Learning
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Pandemics/prevention & control*
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Policy
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Reproducibility of Results
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SARS-CoV-2