A practical risk score for early prediction of neurological outcome after out-of-hospital cardiac arrest: MIRACLE2. (30th July 2020)
- Record Type:
- Journal Article
- Title:
- A practical risk score for early prediction of neurological outcome after out-of-hospital cardiac arrest: MIRACLE2. (30th July 2020)
- Main Title:
- A practical risk score for early prediction of neurological outcome after out-of-hospital cardiac arrest: MIRACLE2
- Authors:
- Pareek, Nilesh
Kordis, Peter
Beckley-Hoelscher, Nicholas
Pimenta, Dominic
Kocjancic, Spela Tadel
Jazbec, Anja
Nevett, Joanne
Fothergill, Rachael
Kalra, Sundeep
Lockie, Tim
Shah, Ajay M
Byrne, Jonathan
Noc, Marko
MacCarthy, Philip - Abstract:
- Abstract: Aims: The purpose of this study was to develop a practical risk score to predict poor neurological outcome after out-of-hospital cardiac arrest (OOHCA) for use on arrival to a Heart Attack Centre. Methods and results: From May 2012 to December 2017, 1055 patients had OOHCA in our region, of whom 373 patients were included in the King's Out of Hospital Cardiac Arrest Registry (KOCAR). We performed prediction modelling with multivariable logistic regression to identify predictors of the primary outcome to derive a risk score. This was externally validated in two independent cohorts comprising 473 patients. The primary endpoint was poor neurological outcome at 6-month follow-up (Cerebral Performance Category 3–5). Seven independent predictors of outcome were identified: missed (unwitnessed) arrest, initial non-shockable rhythm, non-reactivity of pupils, age (60–80 years—1 point; >80 years—3 points), changing intra-arrest rhythms, low pH <7.20, and epinephrine administration (2 points). The MIRACLE2 score had an area under the curve (AUC) of 0.90 in the development and 0.84/0.91 in the validation cohorts. Three risk groups were defined—low risk (MIRACLE2 ≤2—5.6% risk of poor outcome); intermediate risk (MIRACLE2 of 3–4—55.4% of poor outcome); and high risk (MIRACLE2 ≥5—92.3% risk of poor outcome). The MIRACLE2 score had superior discrimination than the OHCA [median AUC 0.83 (0.818–0.840); P < 0.001] and Cardiac Arrest Hospital Prognosis models [median AUC 0.87Abstract: Aims: The purpose of this study was to develop a practical risk score to predict poor neurological outcome after out-of-hospital cardiac arrest (OOHCA) for use on arrival to a Heart Attack Centre. Methods and results: From May 2012 to December 2017, 1055 patients had OOHCA in our region, of whom 373 patients were included in the King's Out of Hospital Cardiac Arrest Registry (KOCAR). We performed prediction modelling with multivariable logistic regression to identify predictors of the primary outcome to derive a risk score. This was externally validated in two independent cohorts comprising 473 patients. The primary endpoint was poor neurological outcome at 6-month follow-up (Cerebral Performance Category 3–5). Seven independent predictors of outcome were identified: missed (unwitnessed) arrest, initial non-shockable rhythm, non-reactivity of pupils, age (60–80 years—1 point; >80 years—3 points), changing intra-arrest rhythms, low pH <7.20, and epinephrine administration (2 points). The MIRACLE2 score had an area under the curve (AUC) of 0.90 in the development and 0.84/0.91 in the validation cohorts. Three risk groups were defined—low risk (MIRACLE2 ≤2—5.6% risk of poor outcome); intermediate risk (MIRACLE2 of 3–4—55.4% of poor outcome); and high risk (MIRACLE2 ≥5—92.3% risk of poor outcome). The MIRACLE2 score had superior discrimination than the OHCA [median AUC 0.83 (0.818–0.840); P < 0.001] and Cardiac Arrest Hospital Prognosis models [median AUC 0.87 (0.860–0.870; P = 0.001] and equivalent performance with the Target Temperature Management score [median AUC 0.88 (0.876–0.887); P = 0.092]. Conclusions: The MIRACLE2 is a practical risk score for early accurate prediction of poor neurological outcome after OOHCA, which has been developed for simplicity of use on admission. Graphical Abstract: … (more)
- Is Part Of:
- European heart journal. Volume 41:Number 47(2020)
- Journal:
- European heart journal
- Issue:
- Volume 41:Number 47(2020)
- Issue Display:
- Volume 41, Issue 47 (2020)
- Year:
- 2020
- Volume:
- 41
- Issue:
- 47
- Issue Sort Value:
- 2020-0041-0047-0000
- Page Start:
- 4508
- Page End:
- 4517
- Publication Date:
- 2020-07-30
- Subjects:
- Out-of-hospital cardiac arrest -- Hypoxic brain injury -- Prediction
Cardiology -- Periodicals
Heart -- Diseases -- Periodicals
616.12005 - Journal URLs:
- http://eurheartj.oxfordjournals.org/ ↗
http://ukcatalogue.oup.com/ ↗ - DOI:
- 10.1093/eurheartj/ehaa570 ↗
- Languages:
- English
- ISSNs:
- 0195-668X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3829.717500
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 15256.xml