Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.

<h4>Background</h4>Early detection of postoperative increase in C-reactive protein (CRP) correlates with postoperative complications. The present study examined the association between preoperative / intraoperative factors and postoperative CRP levels, with development and validation of...

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Main Authors: Shiroh Nakamoto, Munetaka Hirose
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0226032
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spelling doaj-98f17d90447e4c4786dbf818a8c10fba2021-03-04T10:22:43ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-011412e022603210.1371/journal.pone.0226032Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.Shiroh NakamotoMunetaka Hirose<h4>Background</h4>Early detection of postoperative increase in C-reactive protein (CRP) correlates with postoperative complications. The present study examined the association between preoperative / intraoperative factors and postoperative CRP levels, with development and validation of a prediction model of early postoperative CRP level, for prophylactic management of postoperative complications in patients undergoing surgery under general anesthesia.<h4>Material and methods</h4>Multivariate regression analysis was retrospectively performed to determine the independent factor of CRP levels on postoperative day (POD) 1 and to develop a prediction model. Validation of the prediction model was prospectively performed. Data from 316 adult patients on perioperative variables were retrospectively obtained in a training cohort in patients undergoing elective non-cardiac surgery. In a validation cohort, 88 patients undergoing mastectomy and 68 patients undergoing laparoscopic colon surgery were prospectively utilized to evaluate the value of the prediction model. Major complications after surgery were defined as the Clavien-Dindo grade IIIa or greater.<h4>Results</h4>Duration of surgery, mean nociceptive response (NR) during surgery as intraoperative nociception level, and preoperative CRP level were selected to set up the prediction model of CRP level on POD1 (P < 0.0001). In the validation cohort, the predicted CRP levels on POD1 significantly correlated with the measured CRP after mastectomy (P < 0.0001) and laparoscopic colon surgery (P = 0.0001). Receiver-operating characteristic curve analysis showed that the predicted CRP levels on POD1 was significantly associated with major complications after mastectomy (P = 0.0259) and laparoscopic colon surgery (P = 0.0049). The measured and predicted CRP levels significantly increased in the order of severity of postoperative complications (P < 0.01).<h4>Conclusion</h4>Increases in duration of surgery, intraoperative nociceptive level and preoperative CRP level were selected to predict early increases in CRP level after non-cardiac surgery under general anesthesia. Predicted CRP levels on POD1 were likely associated with severity of postoperative complications.https://doi.org/10.1371/journal.pone.0226032
collection DOAJ
language English
format Article
sources DOAJ
author Shiroh Nakamoto
Munetaka Hirose
spellingShingle Shiroh Nakamoto
Munetaka Hirose
Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.
PLoS ONE
author_facet Shiroh Nakamoto
Munetaka Hirose
author_sort Shiroh Nakamoto
title Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.
title_short Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.
title_full Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.
title_fullStr Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.
title_full_unstemmed Prediction of early C-reactive protein levels after non-cardiac surgery under general anesthesia.
title_sort prediction of early c-reactive protein levels after non-cardiac surgery under general anesthesia.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
description <h4>Background</h4>Early detection of postoperative increase in C-reactive protein (CRP) correlates with postoperative complications. The present study examined the association between preoperative / intraoperative factors and postoperative CRP levels, with development and validation of a prediction model of early postoperative CRP level, for prophylactic management of postoperative complications in patients undergoing surgery under general anesthesia.<h4>Material and methods</h4>Multivariate regression analysis was retrospectively performed to determine the independent factor of CRP levels on postoperative day (POD) 1 and to develop a prediction model. Validation of the prediction model was prospectively performed. Data from 316 adult patients on perioperative variables were retrospectively obtained in a training cohort in patients undergoing elective non-cardiac surgery. In a validation cohort, 88 patients undergoing mastectomy and 68 patients undergoing laparoscopic colon surgery were prospectively utilized to evaluate the value of the prediction model. Major complications after surgery were defined as the Clavien-Dindo grade IIIa or greater.<h4>Results</h4>Duration of surgery, mean nociceptive response (NR) during surgery as intraoperative nociception level, and preoperative CRP level were selected to set up the prediction model of CRP level on POD1 (P < 0.0001). In the validation cohort, the predicted CRP levels on POD1 significantly correlated with the measured CRP after mastectomy (P < 0.0001) and laparoscopic colon surgery (P = 0.0001). Receiver-operating characteristic curve analysis showed that the predicted CRP levels on POD1 was significantly associated with major complications after mastectomy (P = 0.0259) and laparoscopic colon surgery (P = 0.0049). The measured and predicted CRP levels significantly increased in the order of severity of postoperative complications (P < 0.01).<h4>Conclusion</h4>Increases in duration of surgery, intraoperative nociceptive level and preoperative CRP level were selected to predict early increases in CRP level after non-cardiac surgery under general anesthesia. Predicted CRP levels on POD1 were likely associated with severity of postoperative complications.
url https://doi.org/10.1371/journal.pone.0226032
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