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Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice
PURPOSE: To develop nomograms for pre- and early-postoperative risk assessment of patients undergoing pancreatic head resection. METHODS: Clinical data from 956 patients were collected in a prospectively maintained database. A test (n = 772) and a validation cohort (n = 184) were randomly generated....
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399026/ https://www.ncbi.nlm.nih.gov/pubmed/35320379 http://dx.doi.org/10.1007/s00423-021-02426-z |
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author | Hipp, J. Rist, L. Chikhladze, S. Ruess, D. A. Fichtner-Feigl, S. Wittel, U. A. |
author_facet | Hipp, J. Rist, L. Chikhladze, S. Ruess, D. A. Fichtner-Feigl, S. Wittel, U. A. |
author_sort | Hipp, J. |
collection | PubMed |
description | PURPOSE: To develop nomograms for pre- and early-postoperative risk assessment of patients undergoing pancreatic head resection. METHODS: Clinical data from 956 patients were collected in a prospectively maintained database. A test (n = 772) and a validation cohort (n = 184) were randomly generated. Uni- and multi-variate analysis and nomogram construction were performed to predict severe postoperative complications (Clavien-Dindo Grades III–V) in the test cohort. External validation was performed with the validation cohort. RESULTS: We identified ASA score, indication for surgery, body mass index (BMI), preoperative white blood cell (WBC) count, and preoperative alkaline phosphatase as preoperative factors associated with an increased perioperative risk for complications. Additionally to ASA score, BMI, indication for surgery, and the preoperative alkaline phosphatase, the following postoperative parameters were identified as risk factors in the early postoperative setting: the need for intraoperative blood transfusion, operation time, maximum WBC on postoperative day (POD) 1–3, and maximum serum amylase on POD 1–3. Two nomograms were developed on the basis of these risk factors and showed accurate risk estimation for severe postoperative complications (ROC-AUC-values for Grades III–V—preoperative nomogram: 0.673 (95%, CI: 0.626–0.721); postoperative nomogram: 0.734 (95%, CI: 0.691-0.778); each p ≤ 0.001). Validation yielded ROC-AUC-values for Grades III–V—preoperative nomogram of 0.676 (95%, CI: 0.586–0.766) and postoperative nomogram of 0.677 (95%, CI: 0.591–0.762); each p = 0.001. CONCLUSION: Easy-to-use nomograms for risk estimation in the pre- and early-postoperative setting were developed. Accurate risk estimation can support the decisional process, especially for IPMN-patients with an increased perioperative risk. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00423-021-02426-z. |
format | Online Article Text |
id | pubmed-9399026 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-93990262022-08-25 Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice Hipp, J. Rist, L. Chikhladze, S. Ruess, D. A. Fichtner-Feigl, S. Wittel, U. A. Langenbecks Arch Surg Original Article PURPOSE: To develop nomograms for pre- and early-postoperative risk assessment of patients undergoing pancreatic head resection. METHODS: Clinical data from 956 patients were collected in a prospectively maintained database. A test (n = 772) and a validation cohort (n = 184) were randomly generated. Uni- and multi-variate analysis and nomogram construction were performed to predict severe postoperative complications (Clavien-Dindo Grades III–V) in the test cohort. External validation was performed with the validation cohort. RESULTS: We identified ASA score, indication for surgery, body mass index (BMI), preoperative white blood cell (WBC) count, and preoperative alkaline phosphatase as preoperative factors associated with an increased perioperative risk for complications. Additionally to ASA score, BMI, indication for surgery, and the preoperative alkaline phosphatase, the following postoperative parameters were identified as risk factors in the early postoperative setting: the need for intraoperative blood transfusion, operation time, maximum WBC on postoperative day (POD) 1–3, and maximum serum amylase on POD 1–3. Two nomograms were developed on the basis of these risk factors and showed accurate risk estimation for severe postoperative complications (ROC-AUC-values for Grades III–V—preoperative nomogram: 0.673 (95%, CI: 0.626–0.721); postoperative nomogram: 0.734 (95%, CI: 0.691-0.778); each p ≤ 0.001). Validation yielded ROC-AUC-values for Grades III–V—preoperative nomogram of 0.676 (95%, CI: 0.586–0.766) and postoperative nomogram of 0.677 (95%, CI: 0.591–0.762); each p = 0.001. CONCLUSION: Easy-to-use nomograms for risk estimation in the pre- and early-postoperative setting were developed. Accurate risk estimation can support the decisional process, especially for IPMN-patients with an increased perioperative risk. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00423-021-02426-z. Springer Berlin Heidelberg 2022-03-23 2022 /pmc/articles/PMC9399026/ /pubmed/35320379 http://dx.doi.org/10.1007/s00423-021-02426-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . |
spellingShingle | Original Article Hipp, J. Rist, L. Chikhladze, S. Ruess, D. A. Fichtner-Feigl, S. Wittel, U. A. Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
title | Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
title_full | Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
title_fullStr | Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
title_full_unstemmed | Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
title_short | Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
title_sort | perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9399026/ https://www.ncbi.nlm.nih.gov/pubmed/35320379 http://dx.doi.org/10.1007/s00423-021-02426-z |
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