Perioperative risk of pancreatic head resection-nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice

被引:4
作者
Hipp, J. [1 ]
Rist, L. [1 ]
Chikhladze, S. [1 ]
Ruess, D. A. [1 ]
Fichtner-Feigl, S. [1 ]
Wittel, U. A. [1 ]
机构
[1] Univ Freiburg, Fac Med, Ctr Surg, Dept Gen & Visceral Surg,Med Ctr, Hugstetter Str 55, D-79106 Freiburg, Germany
关键词
Nomogram; Perioperative risk; Pancreatic head resection; Pancreatic cancer; IPMN; INTERNATIONAL STUDY-GROUP; PAPILLARY MUCINOUS NEOPLASM; INFECTIOUS COMPLICATIONS; FISTULA; SCORE; PANCREATICODUODENECTOMY; VALIDATION; CANCER; DEFINITION; POSSUM;
D O I
10.1007/s00423-021-02426-z
中图分类号
R61 [外科手术学];
学科分类号
摘要
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.
引用
收藏
页码:1935 / 1947
页数:13
相关论文
共 59 条
[1]   Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas [J].
Al Efishat, Mohammad A. ;
Attiyeh, Marc A. ;
Eaton, Anne A. ;
Gonen, Mithat ;
Prosser, Denise ;
Lokshin, Anna E. ;
Fernandez-del Castillo, Carlos ;
Lillemoe, Keith D. ;
Ferrone, Cristina R. ;
Pergolini, Ilaria ;
Mino-Kenudson, Mari ;
Rezaee, Neda ;
Dal Molin, Marco ;
Weiss, Matthew J. ;
Cameron, John L. ;
Hruban, Ralph H. ;
D'Angelica, Michael, I ;
Kingham, T. Peter ;
DeMatteo, Ronald P. ;
Jarnagin, William R. ;
Wolfgang, Christopher L. ;
Allen, Peter J. .
ANNALS OF SURGERY, 2018, 268 (02) :340-347
[2]   Preoperative Nomogram to Predict Risk of Perioperative Mortality Following Pancreatic Resections for Malignancy [J].
Are, Chandrakanth ;
Afuh, Chantal ;
Ravipati, Lavanya ;
Sasson, Aaron ;
Ullrich, Fred ;
Smith, Lynette .
JOURNAL OF GASTROINTESTINAL SURGERY, 2009, 13 (12) :2152-2161
[3]   The 2016 update of the International Study Group (ISGPS) definition and grading of postoperative pancreatic fistula: 11 Years After [J].
Bassi, Claudio ;
Marchegiani, Giovanni ;
Dervenis, Christos ;
Sarr, Micheal ;
Abu Hilal, Mohammad ;
Adham, Mustapha ;
Allen, Peter ;
Andersson, Roland ;
Asbun, Horacio J. ;
Besselink, Marc G. ;
Conlon, Kevin ;
Del Chiaro, Marco ;
Falconi, Massimo ;
Fernandez-Cruz, Laureano ;
Fernandez-Del Castillo, Carlos ;
Fingerhut, Abe ;
Friess, Helmut ;
Gouma, Dirk J. ;
Hackert, Thilo ;
Izbicki, Jakob ;
Lillemoe, Keith D. ;
Neoptolemos, John P. ;
Olah, Attila ;
Schulick, Richard ;
Shrikhande, Shailesh V. ;
Takada, Tadahiro ;
Takaori, Kyoichi ;
Traverso, William ;
Vollmer, Charles ;
Wolfgang, Christopher L. ;
Yeo, Charles J. ;
Salvia, Roberto ;
Buehler, Marcus .
SURGERY, 2017, 161 (03) :584-591
[4]   Acute renal failure - definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group [J].
Bellomo, R ;
Ronco, C ;
Kellum, JA ;
Mehta, RL ;
Palevsky, P .
CRITICAL CARE, 2004, 8 (04) :R204-R212
[5]   What is a better predictor of clinically relevant postoperative pancreatic fistula (CR-POPF) following pancreaticoduodenectomy (PD): postoperative day one drain amylase (POD1DA) or the fistula risk score (FRS)? [J].
Bertens, Kimberly A. ;
Crown, Angelena ;
Clanton, Jesse ;
Alenni, Farzad ;
Alseidi, Adnan A. ;
Biehl, Thomas ;
Helton, William S. ;
Rocha, Flavio G. .
HPB, 2017, 19 (01) :75-81
[6]   Comparison of Surgical Risk Score, POSSUM and p-POSSUM in higher-risk surgical patients [J].
Brooks, MJ ;
Sutton, R ;
Sarin, S .
BRITISH JOURNAL OF SURGERY, 2005, 92 (10) :1288-1292
[7]   Intraductal papillary mucinous neoplasms of the pancreas and European guidelines: importance of the surgery type in the decision-making process [J].
Buscail, Etienne ;
Cauvin, Thomas ;
Fernandez, Benjamin ;
Buscail, Camille ;
Marty, Marion ;
Lapuyade, Bruno ;
Subtil, Clement ;
Adam, Jean-Philippe ;
Vendrely, Veronique ;
Dabernat, Sandrine ;
Laurent, Christophe ;
Chiche, Laurence .
BMC SURGERY, 2019, 19 (01)
[8]   A Prospectively Validated Clinical Risk Score Accurately Predicts Pancreatic Fistula after Pancreatoduodenectomy [J].
Callery, Mark P. ;
Pratt, Wande B. ;
Kent, Tara S. ;
Chaikof, Elliot L. ;
Vollmer, Charles M., Jr. .
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2013, 216 (01) :1-14
[9]   Prospective validation of a preoperative risk score model based on pancreatic texture to predict postoperative pancreatic fistula after pancreaticoduodenectomy [J].
Casadei, Riccardo ;
Ricci, Claudio ;
Taffurelli, Giovanni ;
Pacilio, Carlo Alberto ;
Di Marco, Mariacristina ;
Pagano, Nico ;
Serra, Carla ;
Calculli, Lucia ;
Santini, Donatella ;
Minni, Francesco .
INTERNATIONAL JOURNAL OF SURGERY, 2017, 48 :189-194
[10]   Obesity and surgical complications of pancreaticoduodenectomy: An observation study utilizing ACS NSQIP [J].
Chang, E. H. ;
Sugiyama, G. ;
Smith, M. C. ;
Nealon, W. H. ;
Gross, D. J. ;
Apterbach, G. ;
Coppa, G. F. ;
Alfonso, A. E. ;
Chung, P. J. .
AMERICAN JOURNAL OF SURGERY, 2020, 220 (01) :135-139