TY - JOUR
T1 - Development and Validation of a Predictive Risk Score for Blood Transfusion in Patients Undergoing Curative-Intent Surgery for Intrahepatic Cholangiocarcinoma
AU - Catalano, Giovanni
AU - Alaimo, Laura
AU - Endo, Yutaka
AU - Chatzipanagiotou, Odysseas P.
AU - Ruzzenente, Andrea
AU - Aldrighetti, Luca
AU - Weiss, Matthew
AU - Bauer, Todd W.
AU - Alexandrescu, Sorin
AU - Poultsides, George A.
AU - Maithel, Shishir K.
AU - Marques, Hugo P.
AU - Martel, Guillaume
AU - Pulitano, Carlo
AU - Shen, Feng
AU - Cauchy, Francois
AU - Koerkamp, Bas G.
AU - Endo, Itaru
AU - Kitago, Minoru
AU - Pawlik, Timothy M.
N1 - Publisher Copyright:
© 2024 The Author(s). Journal of Surgical Oncology published by Wiley Periodicals LLC.
PY - 2025/2
Y1 - 2025/2
N2 - Background and Objectives: Among patients undergoing liver resection for intrahepatic cholangiocarcinoma (ICC), perioperative bleeding requiring blood transfusion is a common complication, yet preoperative identification of patients at risk for transfusion remains challenging. The objective of this study was to develop a preoperative risk score for blood transfusion requirement during surgery for ICC. Methods: Patients undergoing curative-intent liver surgery for ICC (1990–2020) were identified from a multi-institutional database. A predictive model was developed and validated. An easy-to-use risk calculator was made available online. Results: Among 1420 patients, 300 (21.1%) received an intraoperative transfusion. Independent predictors of transfusion included severe preoperative anemia (OR = 1.65, 95% CI 1.10–2.47), T2 category or higher (OR = 2.00, 95% CI 1.36–3.02), positive lymph nodes (OR = 1.75, 95% CI 1.32–2.32) and major resection (OR = 2.56, 95%CI 1.85–3.58). Receipt of blood transfusion significantly correlated with worse outcomes. The model showed good discriminative ability in both training (AUC = 0.68, 95% CI 0.66–0.72) and bootstrapping validation (C-index = 0.67, 95% CI 0.65–0.70) cohorts. An online risk calculator of blood transfusion requirement was developed (https://catalano-giovanni.shinyapps.io/TransfusionRisk). Conclusions: Intraoperative blood transfusion was significantly associated with poor postoperative outcomes among patients undergoing surgery for ICC. The identification of patients at high risk of transfusion could improve perioperative patient care and blood resources allocation.
AB - Background and Objectives: Among patients undergoing liver resection for intrahepatic cholangiocarcinoma (ICC), perioperative bleeding requiring blood transfusion is a common complication, yet preoperative identification of patients at risk for transfusion remains challenging. The objective of this study was to develop a preoperative risk score for blood transfusion requirement during surgery for ICC. Methods: Patients undergoing curative-intent liver surgery for ICC (1990–2020) were identified from a multi-institutional database. A predictive model was developed and validated. An easy-to-use risk calculator was made available online. Results: Among 1420 patients, 300 (21.1%) received an intraoperative transfusion. Independent predictors of transfusion included severe preoperative anemia (OR = 1.65, 95% CI 1.10–2.47), T2 category or higher (OR = 2.00, 95% CI 1.36–3.02), positive lymph nodes (OR = 1.75, 95% CI 1.32–2.32) and major resection (OR = 2.56, 95%CI 1.85–3.58). Receipt of blood transfusion significantly correlated with worse outcomes. The model showed good discriminative ability in both training (AUC = 0.68, 95% CI 0.66–0.72) and bootstrapping validation (C-index = 0.67, 95% CI 0.65–0.70) cohorts. An online risk calculator of blood transfusion requirement was developed (https://catalano-giovanni.shinyapps.io/TransfusionRisk). Conclusions: Intraoperative blood transfusion was significantly associated with poor postoperative outcomes among patients undergoing surgery for ICC. The identification of patients at high risk of transfusion could improve perioperative patient care and blood resources allocation.
UR - http://www.scopus.com/inward/record.url?scp=85204196007&partnerID=8YFLogxK
U2 - 10.1002/jso.27903
DO - 10.1002/jso.27903
M3 - Article
C2 - 39285653
SN - 0022-4790
VL - 131
SP - 242
EP - 251
JO - Journal of Surgical Oncology
JF - Journal of Surgical Oncology
IS - 2
ER -