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Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy
BACKGROUND: Delayed gastric emptying (DGE) remains one of the major complications after pancreaticoduodenectomy (PD), with discrepant reports of its contributing factors. This study aimed to develop a nomogram to identify potential predictors and predict the probability of DGE after PD. METHODS: Thi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413504/ https://www.ncbi.nlm.nih.gov/pubmed/37559107 http://dx.doi.org/10.1186/s12893-023-02110-7 |
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author | Li, Tian-Yu Qin, Cheng Zhao, Bang-Bo Yang, Xiao-Ying Li, Ze-Ru Wang, Yuan-Yang Guo, Jun-Chao Han, Xian-Lin Dai, Meng-Hua Wang, Wei-Bin |
author_facet | Li, Tian-Yu Qin, Cheng Zhao, Bang-Bo Yang, Xiao-Ying Li, Ze-Ru Wang, Yuan-Yang Guo, Jun-Chao Han, Xian-Lin Dai, Meng-Hua Wang, Wei-Bin |
author_sort | Li, Tian-Yu |
collection | PubMed |
description | BACKGROUND: Delayed gastric emptying (DGE) remains one of the major complications after pancreaticoduodenectomy (PD), with discrepant reports of its contributing factors. This study aimed to develop a nomogram to identify potential predictors and predict the probability of DGE after PD. METHODS: This retrospective study enrolled 422 consecutive patients who underwent PD from January 2019 to December 2021 at our institution. The LASSO algorithm and multivariate logistic regression were performed to identify independent risk and protective factors associated with clinically relevant delayed gastric emptying (CR-DGE). A nomogram was established based on the selected variables. Then, the calibration curve, ROC curve, decision curve analysis (DCA), and clinical impact curve (CIC) were applied to evaluate the predictive performance of our model. Finally, an independent cohort of 45 consecutive patients from January 2022 to March 2022 was enrolled to further validate the nomogram. RESULTS: Among 422 patients, CR-DGE occurred in 94 patients (22.2%). A previous history of chronic gastropathy, intraoperative plasma transfusion ≥ 400 ml, end-to-side gastrointestinal anastomosis, intra-abdominal infection, incisional infection, and clinically relevant postoperative pancreatic fistula (CR-POPF) were identified as risk predictors. Minimally invasive pancreaticoduodenectomy (MIPD) was demonstrated to be a protective predictor of CR-DGE. The areas under the curve (AUCs) were 0.768 (95% CI, 0.706–0.830) in the development cohort, 0.766 (95% CI, 0.671–0.861) in the validation cohort, and 0.787 (95% CI, 0.633–0.940) in the independent cohort. Then, we built a simplified scale based on our nomogram for risk stratification. CONCLUSIONS: Our study identified seven predictors and constructed a validated nomogram that effectively predicted CR-DGE for patients who underwent PD. |
format | Online Article Text |
id | pubmed-10413504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104135042023-08-11 Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy Li, Tian-Yu Qin, Cheng Zhao, Bang-Bo Yang, Xiao-Ying Li, Ze-Ru Wang, Yuan-Yang Guo, Jun-Chao Han, Xian-Lin Dai, Meng-Hua Wang, Wei-Bin BMC Surg Research BACKGROUND: Delayed gastric emptying (DGE) remains one of the major complications after pancreaticoduodenectomy (PD), with discrepant reports of its contributing factors. This study aimed to develop a nomogram to identify potential predictors and predict the probability of DGE after PD. METHODS: This retrospective study enrolled 422 consecutive patients who underwent PD from January 2019 to December 2021 at our institution. The LASSO algorithm and multivariate logistic regression were performed to identify independent risk and protective factors associated with clinically relevant delayed gastric emptying (CR-DGE). A nomogram was established based on the selected variables. Then, the calibration curve, ROC curve, decision curve analysis (DCA), and clinical impact curve (CIC) were applied to evaluate the predictive performance of our model. Finally, an independent cohort of 45 consecutive patients from January 2022 to March 2022 was enrolled to further validate the nomogram. RESULTS: Among 422 patients, CR-DGE occurred in 94 patients (22.2%). A previous history of chronic gastropathy, intraoperative plasma transfusion ≥ 400 ml, end-to-side gastrointestinal anastomosis, intra-abdominal infection, incisional infection, and clinically relevant postoperative pancreatic fistula (CR-POPF) were identified as risk predictors. Minimally invasive pancreaticoduodenectomy (MIPD) was demonstrated to be a protective predictor of CR-DGE. The areas under the curve (AUCs) were 0.768 (95% CI, 0.706–0.830) in the development cohort, 0.766 (95% CI, 0.671–0.861) in the validation cohort, and 0.787 (95% CI, 0.633–0.940) in the independent cohort. Then, we built a simplified scale based on our nomogram for risk stratification. CONCLUSIONS: Our study identified seven predictors and constructed a validated nomogram that effectively predicted CR-DGE for patients who underwent PD. BioMed Central 2023-08-09 /pmc/articles/PMC10413504/ /pubmed/37559107 http://dx.doi.org/10.1186/s12893-023-02110-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Li, Tian-Yu Qin, Cheng Zhao, Bang-Bo Yang, Xiao-Ying Li, Ze-Ru Wang, Yuan-Yang Guo, Jun-Chao Han, Xian-Lin Dai, Meng-Hua Wang, Wei-Bin Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
title | Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
title_full | Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
title_fullStr | Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
title_full_unstemmed | Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
title_short | Risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
title_sort | risk stratification of clinically relevant delayed gastric emptying after pancreaticoduodenectomy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413504/ https://www.ncbi.nlm.nih.gov/pubmed/37559107 http://dx.doi.org/10.1186/s12893-023-02110-7 |
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