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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...

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Autores principales: Krishna, NR Madhu, Nagaraja, PS, Singh, Naveen G, Nanjappa, SN, Kumar, Karthik Narendra, Prabhakar, V, Manjunatha, N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2019
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.
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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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