TY - JOUR
T1 - The American College of Surgeons Surgical Risk Calculator performs well for pulmonary resection
T2 - A validation study
AU - Chudgar, Neel
AU - Yan, Shi
AU - Hsu, Meier
AU - Tan, Kay See
AU - Gray, Katherine D.
AU - Molena, Daniela
AU - Jones, David R.
AU - Rusch, Valerie W.
AU - Rocco, Gaetano
AU - Isbell, James M.
N1 - Funding Information:
This work was supported in part by National Institutes of Health/National Cancer Institute Cancer Center Support Grant P30CA008748; the sponsor played no role in any aspect of the work.
Funding Information:
This work was supported in part by National Institutes of Health / National Cancer Institute Cancer Center Support Grant P30CA008748 ; the sponsor played no role in any aspect of the work.
Publisher Copyright:
© 2021 The American Association for Thoracic Surgery
PY - 2022/4
Y1 - 2022/4
N2 - Objective: The American College of Surgeons National Surgical Quality Improvement Program Surgical Risk Calculator (NSQIP SRC) was developed to estimate the risk of postoperative morbidity and mortality within 30 days of an operation. We sought to externally evaluate the performance of the NSQIP SRC for patients undergoing pulmonary resection. Methods: Patients undergoing pulmonary resection at our center between January 2016 and December 2018 were included. Using data from our institution's prospectively maintained Society of Thoracic Surgeons General Thoracic Database, we identified 2514 patients. We entered requisite patient demographic information, preoperative risk factors, and procedural details into the online calculator. Predicted performance of the calculator versus observed outcomes was assessed by discrimination (concordance index [C-index]) and calibration. Results: The observed and predicted probabilities of any complication were 8.3% and 9.9%, respectively, and of serious complications were 7.4% and 9.2%, respectively. Observed and predicted 30-day mortality were 0.5% and 0.9%, respectively. The C-index for readmission was 0.644; the C-indices corresponding to all other outcomes in the NSQIP SRC ranged from 0.703 to 0.821. Calibration curves indicated excellent calibration for all binary end points, with the exception of renal failure (predicted underestimated observed probabilities), discharge to a nursing or rehabilitation facility (overestimated), and sepsis (overestimated). Correlation between predicted and observed length of stay was moderate (Spearman coefficient, 0.562), and calibration was good. Conclusions: Except for readmission, renal failure, discharge to a location other than home, and sepsis, the NSQIP SRC can be used to reasonably predict postoperative complications in patients undergoing pulmonary resection.
AB - Objective: The American College of Surgeons National Surgical Quality Improvement Program Surgical Risk Calculator (NSQIP SRC) was developed to estimate the risk of postoperative morbidity and mortality within 30 days of an operation. We sought to externally evaluate the performance of the NSQIP SRC for patients undergoing pulmonary resection. Methods: Patients undergoing pulmonary resection at our center between January 2016 and December 2018 were included. Using data from our institution's prospectively maintained Society of Thoracic Surgeons General Thoracic Database, we identified 2514 patients. We entered requisite patient demographic information, preoperative risk factors, and procedural details into the online calculator. Predicted performance of the calculator versus observed outcomes was assessed by discrimination (concordance index [C-index]) and calibration. Results: The observed and predicted probabilities of any complication were 8.3% and 9.9%, respectively, and of serious complications were 7.4% and 9.2%, respectively. Observed and predicted 30-day mortality were 0.5% and 0.9%, respectively. The C-index for readmission was 0.644; the C-indices corresponding to all other outcomes in the NSQIP SRC ranged from 0.703 to 0.821. Calibration curves indicated excellent calibration for all binary end points, with the exception of renal failure (predicted underestimated observed probabilities), discharge to a nursing or rehabilitation facility (overestimated), and sepsis (overestimated). Correlation between predicted and observed length of stay was moderate (Spearman coefficient, 0.562), and calibration was good. Conclusions: Except for readmission, renal failure, discharge to a location other than home, and sepsis, the NSQIP SRC can be used to reasonably predict postoperative complications in patients undergoing pulmonary resection.
KW - NSQIP
KW - lung resection
KW - surgical risk calculator
KW - surgical risk prediction
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U2 - 10.1016/j.jtcvs.2021.01.036
DO - 10.1016/j.jtcvs.2021.01.036
M3 - Article
C2 - 33610360
AN - SCOPUS:85101083093
SN - 0022-5223
VL - 163
SP - 1509-1516.e1
JO - Journal of Thoracic and Cardiovascular Surgery
JF - Journal of Thoracic and Cardiovascular Surgery
IS - 4
ER -