A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy

Abstract Purposes To establish a scoring model for the risk of postoperative pancreatic fistula (POPF) following pancreatoduodenectomy (PD). Methods PD Patients from 7 institutions in 2 independent sets: developmental (n = 457) and validation cohort (n = 152) were retrospectively enrolled and analyz...

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Main Authors: Guo Xingjun, Zhu Feng, Yang Meiwen, Jiang Jianxin, He Zheng, Gao Jun, Huang Tao, Zhao Rui, Zhang Leida, Wang Min, Qin Renyi, FACS
Format: Article
Language:English
Published: BMC 2019-07-01
Series:BMC Surgery
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12893-019-0534-4
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spelling doaj-ab400b8435d642b988efba91c5a3eb4c2020-11-25T02:51:27ZengBMCBMC Surgery1471-24822019-07-011911810.1186/s12893-019-0534-4A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after PancreatoduodenectomyGuo Xingjun0Zhu Feng1Yang Meiwen2Jiang Jianxin3He Zheng4Gao Jun5Huang Tao6Zhao Rui7Zhang Leida8Wang Min9Qin Renyi10FACSDepartment of Biliary-Pancreatic Surgery, Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Biliary-Pancreatic Surgery, Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyThe First Affiliated Hospital of Third Military Medical UniversityDepartment of Hepatic-Biliary-Pancreatic Surgery, Renmin Hospital of Wuhan UniversityDepartment of Hepatic-Biliary-Pancreatic Surgery, Yichang Central People’s HospitalDepartment of Hepatic-Biliary-Pancreatic Surgery, The Affiliated Hospital of Qingdao UniversityDepartment of Hepatic-Biliary-Pancreatic Surgery, Henan Cancer HospitalDepartment of Hepatic-Biliary-Pancreatic Surgery, The Affiliated Hospital of Guizhou Medical UniversityThe First Affiliated Hospital of Third Military Medical UniversityDepartment of Biliary-Pancreatic Surgery, Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Biliary-Pancreatic Surgery, Affiliated Tongji Hospital, Tongji Medical College, Huazhong University of Science and TechnologyAbstract Purposes To establish a scoring model for the risk of postoperative pancreatic fistula (POPF) following pancreatoduodenectomy (PD). Methods PD Patients from 7 institutions in 2 independent sets: developmental (n = 457) and validation cohort (n = 152) were retrospectively enrolled and analyzed. Pancreatic Fibrosis (PF) and Pancreatic Steatosis (PS) were assessed by pathological examination of the pancreatic stump. Results Stepwise univariate and multivariate analysis indicated that pancreatic duct diameter ≤ 3 mm, increased PS and decreased PF were independent risk factors for POPF and Clinically Relevant Postoperative Pancreatic Fistula (CR-POPF). Based on the relative weight and odds ratio of each factor in the POPF, a simplified scoring model was developed. And patients were stratified into high-risk group (22~28 points), medium-risk group (15~21 points) and low-risk group (8~14 points). The receiver operating characteristic curve demonstrated that the Area under the curve for the predictive model was 0.868 and 0.887 in the model design group and the external validation group. Conclusions This study establishes a simplified scoring model based on accurately and quantitatively measuring the PS, PF and pancreatic duct diameter. The scoring model accurately predicted the risk of POPF.http://link.springer.com/article/10.1186/s12893-019-0534-4Pancreatic fibrosisPancreatic steatosisPostoperative pancreatic fistulaScoring model
collection DOAJ
language English
format Article
sources DOAJ
author Guo Xingjun
Zhu Feng
Yang Meiwen
Jiang Jianxin
He Zheng
Gao Jun
Huang Tao
Zhao Rui
Zhang Leida
Wang Min
Qin Renyi
FACS
spellingShingle Guo Xingjun
Zhu Feng
Yang Meiwen
Jiang Jianxin
He Zheng
Gao Jun
Huang Tao
Zhao Rui
Zhang Leida
Wang Min
Qin Renyi
FACS
A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy
BMC Surgery
Pancreatic fibrosis
Pancreatic steatosis
Postoperative pancreatic fistula
Scoring model
author_facet Guo Xingjun
Zhu Feng
Yang Meiwen
Jiang Jianxin
He Zheng
Gao Jun
Huang Tao
Zhao Rui
Zhang Leida
Wang Min
Qin Renyi
FACS
author_sort Guo Xingjun
title A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy
title_short A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy
title_full A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy
title_fullStr A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy
title_full_unstemmed A score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after Pancreatoduodenectomy
title_sort score model based on pancreatic steatosis and fibrosis and pancreatic duct diameter to predict postoperative pancreatic fistula after pancreatoduodenectomy
publisher BMC
series BMC Surgery
issn 1471-2482
publishDate 2019-07-01
description Abstract Purposes To establish a scoring model for the risk of postoperative pancreatic fistula (POPF) following pancreatoduodenectomy (PD). Methods PD Patients from 7 institutions in 2 independent sets: developmental (n = 457) and validation cohort (n = 152) were retrospectively enrolled and analyzed. Pancreatic Fibrosis (PF) and Pancreatic Steatosis (PS) were assessed by pathological examination of the pancreatic stump. Results Stepwise univariate and multivariate analysis indicated that pancreatic duct diameter ≤ 3 mm, increased PS and decreased PF were independent risk factors for POPF and Clinically Relevant Postoperative Pancreatic Fistula (CR-POPF). Based on the relative weight and odds ratio of each factor in the POPF, a simplified scoring model was developed. And patients were stratified into high-risk group (22~28 points), medium-risk group (15~21 points) and low-risk group (8~14 points). The receiver operating characteristic curve demonstrated that the Area under the curve for the predictive model was 0.868 and 0.887 in the model design group and the external validation group. Conclusions This study establishes a simplified scoring model based on accurately and quantitatively measuring the PS, PF and pancreatic duct diameter. The scoring model accurately predicted the risk of POPF.
topic Pancreatic fibrosis
Pancreatic steatosis
Postoperative pancreatic fistula
Scoring model
url http://link.springer.com/article/10.1186/s12893-019-0534-4
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