A five-class (A-E) aggregate risk score predicting 90-day mortality after video-assisted thoracoscopic lobectomy for lung cancer, including as independent factors male sex (3 points), carbon monoxide lung diffusion capacity <= 60% (1 point), and operative time >= 150 minutes (1 point), has been recently published. This study aims to assess the effectiveness and reliability of this risk model in a large, independent cohort of patients to confirm its generalizability. From the Italian VATS Group database, we selected 2209 patients [60% males; median age 69 years (interquartile range: 63-74)] who underwent video-assisted thoracoscopic lobectomy for non-small cell lung cancer. We calculated the aggregate risk score and the corresponding class of 90-day mortality risk for each patient. The correlation between risk classes and mortality rates was tested by Spearman's r-test. Model calibration was evaluated by the Hosmer-Lemeshow goodness-of-fit test. Class A-E 90-day mortality rates were 0.33%, 0.51%, 1.39%, 1.31%, and 2.56%, respectively. A strong uphill correlation was identified between risk classes and 90-day mortality (r=0.90; p=0.037), showing a positive correlation between increased mortality rate and classes A to E. HosmerLemeshow Chi-squared value was 67.47 (p <= 0.001), <= 0.001), with overall, class D and E significantly lower 90-day mortality in our cohort than in the original one [1.04% versus 2.5% (p=0.018), 1.31% versus 5.65% (p=0.005) and 2.56% versus 18.75% (p=0.007), respectively]. Despite our data showing a positive correlation between 90- day mortality and risk classes from A to E with modest discriminatory performance, the poor calibration suggests the need for model recalibration using local data to better manage and counsel lung cancer patients eligible for video-assisted thoracoscopic lobectomy.
Assessment of the 90-day mortality risk score after video-assisted thoracoscopic lobectomy in the Italian VATS Group cohort
Imperatori A.
Primo
;Cattoni M.Secondo
;Rotolo N.Ultimo
2024-01-01
Abstract
A five-class (A-E) aggregate risk score predicting 90-day mortality after video-assisted thoracoscopic lobectomy for lung cancer, including as independent factors male sex (3 points), carbon monoxide lung diffusion capacity <= 60% (1 point), and operative time >= 150 minutes (1 point), has been recently published. This study aims to assess the effectiveness and reliability of this risk model in a large, independent cohort of patients to confirm its generalizability. From the Italian VATS Group database, we selected 2209 patients [60% males; median age 69 years (interquartile range: 63-74)] who underwent video-assisted thoracoscopic lobectomy for non-small cell lung cancer. We calculated the aggregate risk score and the corresponding class of 90-day mortality risk for each patient. The correlation between risk classes and mortality rates was tested by Spearman's r-test. Model calibration was evaluated by the Hosmer-Lemeshow goodness-of-fit test. Class A-E 90-day mortality rates were 0.33%, 0.51%, 1.39%, 1.31%, and 2.56%, respectively. A strong uphill correlation was identified between risk classes and 90-day mortality (r=0.90; p=0.037), showing a positive correlation between increased mortality rate and classes A to E. HosmerLemeshow Chi-squared value was 67.47 (p <= 0.001), <= 0.001), with overall, class D and E significantly lower 90-day mortality in our cohort than in the original one [1.04% versus 2.5% (p=0.018), 1.31% versus 5.65% (p=0.005) and 2.56% versus 18.75% (p=0.007), respectively]. Despite our data showing a positive correlation between 90- day mortality and risk classes from A to E with modest discriminatory performance, the poor calibration suggests the need for model recalibration using local data to better manage and counsel lung cancer patients eligible for video-assisted thoracoscopic lobectomy.File | Dimensione | Formato | |
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