Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery
Abstract Background Hyperlactatemia may be caused by increased production due to tissue hypoxia or non-hypoxia. The aim of this study was first to identify risk factors for postoperative hyperlactatemia (POHL) after Stanford type A acute aortic dissection surgery (AADS) and construct a predictive mo...
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doaj-aea93cee28314d739bb9bd891118b8af2021-09-19T11:06:42ZengBMCBMC Cardiovascular Disorders1471-22612021-09-0121111010.1186/s12872-021-02244-7Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgerySu Wang0Dashuai Wang1Xiaofan Huang2Hongfei Wang3Sheng Le4Jinnong Zhang5Xinling Du6Department of Emergency Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Emergency Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyAbstract Background Hyperlactatemia may be caused by increased production due to tissue hypoxia or non-hypoxia. The aim of this study was first to identify risk factors for postoperative hyperlactatemia (POHL) after Stanford type A acute aortic dissection surgery (AADS) and construct a predictive model, and second to evaluate the impact of POHL on prognosis. Methods This retrospective study involved patients undergoing AADS from January 2016 to December 2019 in Wuhan Union Hospital. Multivariate logistic regression analysis was performed to identify independent risk factors for POHL. A nomogram predicting POHL was established based on these factors and was validated in the original dataset. The receiver operating characteristic curve was drawn to assess the ability of postoperative lactate levels to predict the in-hospital mortality. Results A total of 188 patients developed POHL after AADS (38.6%). Male gender, surgery history, red blood cell transfusion and cardiopulmonary bypass time were identified as independent predictors. The C-index of the prediction model for POHL was 0.72, indicating reasonable discrimination. The model was well calibrated by visual inspection and goodness-of-fit test (Hosmer–Lemeshow χ2 = 10.25, P = 0.25). Decision and clinical impact curves of the model showed good clinical utility. The overall in-hospital mortality rate was 10.1%. Postoperative lactate levels showed a moderate predictive power for postoperative in-hospital mortality (C-index: 0.72). Conclusion We developed and validated a prediction model for POHL in patients undergoing AADS, which may have clinical utility in personal risk evaluation and preventive interventions. The POHL could be a good predictor for in-hospital mortality.https://doi.org/10.1186/s12872-021-02244-7Postoperative hyperlactatemiaStanford type A acute aortic dissectionRisk factorPrediction modelNomogram |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Su Wang Dashuai Wang Xiaofan Huang Hongfei Wang Sheng Le Jinnong Zhang Xinling Du |
spellingShingle |
Su Wang Dashuai Wang Xiaofan Huang Hongfei Wang Sheng Le Jinnong Zhang Xinling Du Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery BMC Cardiovascular Disorders Postoperative hyperlactatemia Stanford type A acute aortic dissection Risk factor Prediction model Nomogram |
author_facet |
Su Wang Dashuai Wang Xiaofan Huang Hongfei Wang Sheng Le Jinnong Zhang Xinling Du |
author_sort |
Su Wang |
title |
Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery |
title_short |
Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery |
title_full |
Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery |
title_fullStr |
Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery |
title_full_unstemmed |
Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery |
title_sort |
risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type a aortic dissection surgery |
publisher |
BMC |
series |
BMC Cardiovascular Disorders |
issn |
1471-2261 |
publishDate |
2021-09-01 |
description |
Abstract Background Hyperlactatemia may be caused by increased production due to tissue hypoxia or non-hypoxia. The aim of this study was first to identify risk factors for postoperative hyperlactatemia (POHL) after Stanford type A acute aortic dissection surgery (AADS) and construct a predictive model, and second to evaluate the impact of POHL on prognosis. Methods This retrospective study involved patients undergoing AADS from January 2016 to December 2019 in Wuhan Union Hospital. Multivariate logistic regression analysis was performed to identify independent risk factors for POHL. A nomogram predicting POHL was established based on these factors and was validated in the original dataset. The receiver operating characteristic curve was drawn to assess the ability of postoperative lactate levels to predict the in-hospital mortality. Results A total of 188 patients developed POHL after AADS (38.6%). Male gender, surgery history, red blood cell transfusion and cardiopulmonary bypass time were identified as independent predictors. The C-index of the prediction model for POHL was 0.72, indicating reasonable discrimination. The model was well calibrated by visual inspection and goodness-of-fit test (Hosmer–Lemeshow χ2 = 10.25, P = 0.25). Decision and clinical impact curves of the model showed good clinical utility. The overall in-hospital mortality rate was 10.1%. Postoperative lactate levels showed a moderate predictive power for postoperative in-hospital mortality (C-index: 0.72). Conclusion We developed and validated a prediction model for POHL in patients undergoing AADS, which may have clinical utility in personal risk evaluation and preventive interventions. The POHL could be a good predictor for in-hospital mortality. |
topic |
Postoperative hyperlactatemia Stanford type A acute aortic dissection Risk factor Prediction model Nomogram |
url |
https://doi.org/10.1186/s12872-021-02244-7 |
work_keys_str_mv |
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