An evaluation of treatments and survival rates for pancreatic adenocarcinoma through survival analysis with inverse probability of treatment weighting: a population-based study. Issue 1 (March 2021)
- Record Type:
- Journal Article
- Title:
- An evaluation of treatments and survival rates for pancreatic adenocarcinoma through survival analysis with inverse probability of treatment weighting: a population-based study. Issue 1 (March 2021)
- Main Title:
- An evaluation of treatments and survival rates for pancreatic adenocarcinoma through survival analysis with inverse probability of treatment weighting: a population-based study
- Authors:
- Wang, Suzhen
Wang, Chen
Shi, Fuyan
Tao, Enxue
Zhu, Gaopei
Li, Juan
Feng, Jianing
Wang, Xiaoxuan
Guo, Jing
Zheng, Qingfeng
Zhang, Bo - Abstract:
- Abstract: Objective: This study conducted inverse probability of treatment weighting (IPTW) survival analysis to examine survival in pancreatic adenocarcinoma patients. Methods: In this population-based study, data from the Surveillance, Epidemiology, and End Results program of the United States were analyzed to identify patients diagnosed with adenocarcinoma of the pancreas 2004 to 2014. Differences in survival rates were examined among patients who underwent pancreatectomy alone, radiotherapy alone, and those who had pancreatectomy plus adjuvant radiotherapy. Kaplan–Meier estimates and Cox proportional hazards models with the IPTW were performed to determine the effect of different treatments on overall and cancer-specific survival. This study was approved by the Ethics Review Board of Weifang Medical University. Results: A total of 8191 patients were included, with 3409 taking pancreatectomy only, 2865 taking radiotherapy only, and 1917 taking pancreatectomy plus adjuvant radiotherapy. Patients who received surgery plus adjuvant radiotherapy had statistically a higher survival rate than those who received the other 2 treatments. Survival analysis with the IPTW for the 3 different groups showed that the difference in median overall survival time among these patient groups was significant. Conclusion: Using IPTW survival analysis, the present study shows that surgery with adjuvant radiotherapy is significantly associated with improved overall and cancer-specific survivalAbstract: Objective: This study conducted inverse probability of treatment weighting (IPTW) survival analysis to examine survival in pancreatic adenocarcinoma patients. Methods: In this population-based study, data from the Surveillance, Epidemiology, and End Results program of the United States were analyzed to identify patients diagnosed with adenocarcinoma of the pancreas 2004 to 2014. Differences in survival rates were examined among patients who underwent pancreatectomy alone, radiotherapy alone, and those who had pancreatectomy plus adjuvant radiotherapy. Kaplan–Meier estimates and Cox proportional hazards models with the IPTW were performed to determine the effect of different treatments on overall and cancer-specific survival. This study was approved by the Ethics Review Board of Weifang Medical University. Results: A total of 8191 patients were included, with 3409 taking pancreatectomy only, 2865 taking radiotherapy only, and 1917 taking pancreatectomy plus adjuvant radiotherapy. Patients who received surgery plus adjuvant radiotherapy had statistically a higher survival rate than those who received the other 2 treatments. Survival analysis with the IPTW for the 3 different groups showed that the difference in median overall survival time among these patient groups was significant. Conclusion: Using IPTW survival analysis, the present study shows that surgery with adjuvant radiotherapy is significantly associated with improved overall and cancer-specific survival among patients with pancreatic adenocarcinoma. … (more)
- Is Part Of:
- Journal of pancreatology. Volume 4:Issue 1(2021)
- Journal:
- Journal of pancreatology
- Issue:
- Volume 4:Issue 1(2021)
- Issue Display:
- Volume 4, Issue 1 (2021)
- Year:
- 2021
- Volume:
- 4
- Issue:
- 1
- Issue Sort Value:
- 2021-0004-0001-0000
- Page Start:
- 18
- Page End:
- 27
- Publication Date:
- 2021-03
- Subjects:
- Cox proportional hazard models, Generalized boosted models, Inverse probability of treatment weighting, Pancreatic adenocarcinoma, Propensity score, Survival analysis
Pancreas -- Diseases -- Periodicals
Pancreas -- Diseases
Electronic journals
Electronic journal
Periodicals
616.37005 - Journal URLs:
- https://journals.lww.com/jpancreatology/pages/default.aspx ↗
http://journals.lww.com/pages/default.aspx ↗ - DOI:
- 10.1097/JP9.0000000000000060 ↗
- Languages:
- English
- ISSNs:
- 2096-5664
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 22235.xml