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Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery
OBJECTIVE: Allogeneic blood product transfusions are associated with an increased morbidity and mortality risk in cardiac surgery. At present, a few transfusion risk scores have been proposed for cardiac surgery patients. The present study is aimed to develop a new score and to compare with preexist...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications & Media Pvt Ltd
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6350431/ https://www.ncbi.nlm.nih.gov/pubmed/30648683 http://dx.doi.org/10.4103/aca.ACA_18_18 |
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author | Krishna, NR Madhu Nagaraja, PS Singh, Naveen G Nanjappa, SN Kumar, Karthik Narendra Prabhakar, V Manjunatha, N |
author_facet | Krishna, NR Madhu Nagaraja, PS Singh, Naveen G Nanjappa, SN Kumar, Karthik Narendra Prabhakar, V Manjunatha, N |
author_sort | Krishna, NR Madhu |
collection | PubMed |
description | OBJECTIVE: Allogeneic blood product transfusions are associated with an increased morbidity and mortality risk in cardiac surgery. At present, a few transfusion risk scores have been proposed for cardiac surgery patients. The present study is aimed to develop a new score and to compare with preexisting scores – Transfusion Risk and Clinical Knowledge (TRACK) and Transfusion Risk Understanding Scoring Tool (TRUST) score. METHODOLOGY: A total of 1014 adult patients undergoing cardiac surgery were enrolled in the retrospective study. Independent predictors of allogeneic blood transfusions were selected from TRACK and TRUST scores. A predictive score was developed from six variables using logistic regression analysis, and new score was compared to the other existing scores – TRACK and TRUST. RESULTS: The new score had following predictors: age >58 years, weight <63 kg for males and <49 kg for females, gender (female), complex surgery, hemoglobin <13.5 g/dl, and creatinine >1.36 mg/dl. Validation of new score demonstrated an acceptable predictive power (area under the curve [AUC] 0.749) and a good calibration at the Hosmer–Lemeshow test. New score was comparable with TRACK score with P = 0.578 (AUC of TRACK 0.756 and AUC of new score 0.749). There was a significant difference between new score and TRUST score, P = 0.01 (AUC of TRUST 0.72 and AUC of new score 0.749). CONCLUSION: New score is a simple risk model based on six predictors having a similar accuracy and calibration in predicting the transfusion rate in cardiac surgery as compared to TRACK score. |
format | Online Article Text |
id | pubmed-6350431 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-63504312019-03-08 Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery Krishna, NR Madhu Nagaraja, PS Singh, Naveen G Nanjappa, SN Kumar, Karthik Narendra Prabhakar, V Manjunatha, N Ann Card Anaesth Original Article OBJECTIVE: Allogeneic blood product transfusions are associated with an increased morbidity and mortality risk in cardiac surgery. At present, a few transfusion risk scores have been proposed for cardiac surgery patients. The present study is aimed to develop a new score and to compare with preexisting scores – Transfusion Risk and Clinical Knowledge (TRACK) and Transfusion Risk Understanding Scoring Tool (TRUST) score. METHODOLOGY: A total of 1014 adult patients undergoing cardiac surgery were enrolled in the retrospective study. Independent predictors of allogeneic blood transfusions were selected from TRACK and TRUST scores. A predictive score was developed from six variables using logistic regression analysis, and new score was compared to the other existing scores – TRACK and TRUST. RESULTS: The new score had following predictors: age >58 years, weight <63 kg for males and <49 kg for females, gender (female), complex surgery, hemoglobin <13.5 g/dl, and creatinine >1.36 mg/dl. Validation of new score demonstrated an acceptable predictive power (area under the curve [AUC] 0.749) and a good calibration at the Hosmer–Lemeshow test. New score was comparable with TRACK score with P = 0.578 (AUC of TRACK 0.756 and AUC of new score 0.749). There was a significant difference between new score and TRUST score, P = 0.01 (AUC of TRUST 0.72 and AUC of new score 0.749). CONCLUSION: New score is a simple risk model based on six predictors having a similar accuracy and calibration in predicting the transfusion rate in cardiac surgery as compared to TRACK score. Medknow Publications & Media Pvt Ltd 2019 /pmc/articles/PMC6350431/ /pubmed/30648683 http://dx.doi.org/10.4103/aca.ACA_18_18 Text en Copyright: © 2019 Annals of Cardiac Anaesthesia http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Krishna, NR Madhu Nagaraja, PS Singh, Naveen G Nanjappa, SN Kumar, Karthik Narendra Prabhakar, V Manjunatha, N Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery |
title | Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery |
title_full | Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery |
title_fullStr | Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery |
title_full_unstemmed | Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery |
title_short | Evaluation of Risk Scores in Predicting Perioperative Blood Transfusions in Adult Cardiac Surgery |
title_sort | evaluation of risk scores in predicting perioperative blood transfusions in adult cardiac surgery |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6350431/ https://www.ncbi.nlm.nih.gov/pubmed/30648683 http://dx.doi.org/10.4103/aca.ACA_18_18 |
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