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Risk factors and prediction score for chronic pancreatitis: A nationwide population-based cohort study 被引量:2

Risk factors and prediction score for chronic pancreatitis: A nationwide population-based cohort study
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摘要 AIM To explore the risk factors of developing chronic pan-creatitis (CP) in patients with acute pancreatitis (AP) and develop a prediction score for CP.METHODS Using the National Health Insurance Research Database in Taiwan, we obtained large, population-based data of 5971 eligible patients diagnosed with AP from 2000 to 2013. After excluding patients with obstructive pancreatitis and biliary pancreatitis and those with a follow-up period of less than 1 year, we conducted a multivariate analysis using the data of 3739 patients to identify the risk factors of CP and subsequently develop a scoring system that could predict the development of CP in patients with AP. In addition, we validated the scoring system using a validation cohort.RESULTS Among the study subjects, 142 patients (12.98%) developed CP among patients with RAP. On the other hand, only 32 patients (1.21%) developed CP among patients with only one episode of AP. The multivariate analysis revealed that the presence of recurrent AP (RAP), alcoho-lism, smoking habit, and age of onset of 〈 55 years were the four important risk factors for CP. We developed a scoring system (risk score 1 and risk score 2) from the derivation cohort by classifying the patients into low-risk, moderate-risk, and high-risk categories based on similar magnitudes of hazard and validated the performance using another validation cohort. Using the prediction score model, the area under the curve (AUC) [95% confdence interval (CI)] in predicting the 5-year CP incidence in risk score 1 (without the number of AP episodes) was 0.83 (0.79, 0.87), whereas the AUC (95%CI) in risk score 2 (including the number of AP episodes) was 0.84 (0.80, 0.88). This result demonstrated that the risk score 2 has somewhat better prediction performance than risk score 1. However, both of them had similar performance between the derivation and validation cohorts.CONCLUSIONIn the study,we identifed the risk factors of CP and devel-oped a prediction score model for CP. AIM To explore the risk factors of developing chronic pancreatitis(CP) in patients with acute pancreatitis(AP) and develop a prediction score for CP.METHODS Using the National Health Insurance Research Database in Taiwan, we obtained large, population-based data of 5971 eligible patients diagnosed with AP from 2000 to 2013. After excluding patients with obstructive pancreatitis and biliary pancreatitis and those with a follow-up period of less than 1 year, we conducted a multivariate analysis using the data of 3739 patients to identify the risk factors of CP and subsequently develop a scoring system that could predict the development of CP in patients with AP. In addition, we validated the scoring system using a validation cohort.RESULTS Among the study subjects, 142 patients(12.98%) devel-oped CP among patients with RAP. On the other hand, only 32 patients(1.21%) developed CP among patients with only one episode of AP. The multivariate analysis revealed that the presence of recurrent AP(RAP), alcoholism, smoking habit, and age of onset of < 55 years were the four important risk factors for CP. We developed a scoring system(risk score 1 and risk score 2) from the derivation cohort by classifying the patients into low-risk, moderate-risk, and high-risk categories based on similar magnitudes of hazard and validated the performance using another validation cohort. Using the prediction score model, the area under the curve(AUC) [95% confidence interval(CI)] in predicting the 5-year CP incidence in risk score 1(without the number of AP episodes) was 0.83(0.79, 0.87), whereas the AUC(95%CI) in risk score 2(including the number of AP episodes) was 0.84(0.80, 0.88). This result demonstrated that the risk score 2 has somewhat better prediction performance than risk score 1. However, both of them had similar performance between the derivation and validation cohorts.CONCLUSION In the study,we identified the risk factors of CP and developed a prediction score model for CP.
出处 《World Journal of Gastroenterology》 SCIE CAS 2018年第44期5034-5045,共12页 世界胃肠病学杂志(英文版)
关键词 Chronic pancreatitis Acute pancreatitis Pre-diction score Endoscopic ultrasound Recurrent acute pancreatitis 胰腺炎 分数 预言 人口 风险因素 冒险 酒精中毒 AUC
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