4.7 Article

A practical risk score for early prediction of neurological outcome after out-of-hospital cardiac arrest: MIRACLE2

Journal

EUROPEAN HEART JOURNAL
Volume 41, Issue 47, Pages 4508-+

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/eurheartj/ehaa570

Keywords

Out-of-hospital cardiac arrest; Hypoxic brain injury; Prediction

Funding

  1. King's College Hospital Research and Development Grant
  2. Department of Health via a National Institute for Health Research Biomedical Research Centre award
  3. King's College Hospital NHS Foundation Trust
  4. King's College London

Ask authors/readers for more resources

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 MIRACLE(2) 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 (MIRACLE(2) <= 2-5.6% risk of poor outcome); intermediate risk (MIRACLE(2) of 3-4-55.4% of poor outcome); and high risk (MIRACLE(2) >= 5-92.3% risk of poor outcome). The MIRACLE(2) 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 MIRACLE(2) 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.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Review Biochemistry & Molecular Biology

The nexus between redox state and intermediary metabolism

Anna Zoccarato, Adam A. Nabeebaccus, Rafael R. Oexner, Celio X. C. Santos, Ajay M. Shah

Summary: Reactive oxygen species (ROS) serve as signaling molecules that regulate physiological and pathophysiological processes by influencing the redox homeostasis and metabolic pathways within cells. Understanding the interactions between ROS signaling, metabolic adaptation, and redox balance is crucial for developing novel therapeutic strategies to treat various diseases in different tissues.

FEBS JOURNAL (2022)

Review Cardiac & Cardiovascular Systems

Potential long-term effects of SARS-CoV-2 infection on the pulmonary vasculature: a global perspective

Sarah Halawa, Soni S. Pullamsetti, Charles R. M. Bangham, Kurt R. Stenmark, Peter Dorfmuller, Maria G. Frid, Ghazwan Butrous, Nick W. Morrell, Vinicio A. de Jesus Perez, David I. Stuart, Kevin O'Gallagher, Ajay M. Shah, Yasmine Aguib, Magdi H. Yacoub

Summary: This article discusses the potential causes of COVID-19 heterogeneity and summarizes the pathobiology of the disease, with a focus on the role of the pulmonary vasculature in the acute stage and the potential for developing chronic pulmonary hypertension.

NATURE REVIEWS CARDIOLOGY (2022)

Article Critical Care Medicine

Are there disparities in the location of automated external defibrillators in England?

Terry P. Brown, Gavin D. Perkins, Christopher M. Smith, Charles D. Deakin, Rachael Fothergill

Summary: The study in England found that AEDs were disproportionately placed in areas with lower residential population density but higher workplace population density, predominantly white population, and higher socio-economically classified occupations. There was a significant correlation between AED coverage and the LSOA Index of Multiple Deprivation, with only 27.4% of AEDs located in the lowest IMD decile.

RESUSCITATION (2022)

Article Cardiac & Cardiovascular Systems

The effect of the GoodSAM volunteer first-responder app on survival to hospital discharge following out-of-hospital cardiac arrest

Christopher M. Smith, Ranjit Lall, Rachael T. Fothergill, Robert Spaight, Gavin D. Perkins

Summary: The GoodSAM mobile application, by alerting volunteer first-responders, can improve bystander cardiopulmonary resuscitation and defibrillation rates for out-of-hospital cardiac arrest patients, leading to increased survival rates. The study found that although the alert acceptance rates were low, they had a positive impact on patient survival to hospital discharge.

EUROPEAN HEART JOURNAL-ACUTE CARDIOVASCULAR CARE (2022)

Article Cardiac & Cardiovascular Systems

Effect of hyperglycaemia in combination with moxifloxacin on cardiac repolarization in male and female patients with type I diabetes

Jorg Taubel, Dominic Pimenta, Samuel Thomas Cole, Claus Graff, Jorgen K. Kanters, A. John Camm

Summary: This study revealed that hyperglycaemia is a significant cause of QTc prolongation, and the additional effect of QTc-prolonging drugs like Moxifloxacin is additive. Gender differences may influence these effects. These findings highlight the heightened risk of QTc effects when prescribing medications to patients with Type 1 diabetes mellitus.

CLINICAL RESEARCH IN CARDIOLOGY (2022)

Article Cardiac & Cardiovascular Systems

MIRACLE2 Score and SCAI Grade to Identify Patients With Out-of-Hospital Cardiac Arrest for Immediate Coronary Angiography

Nilesh Pareek, Nicholas Beckley-Hoelscher, Ritesh Kanyal, Antonio Cannata, Peter Kordis, Nicholas Sunderland, Ali Kirresh, Joanne Nevett, Rachael Fothergill, Ian Webb, Rafal Dworakowski, Narbeh Melikian, Sundeep Kalra, Thomas W. Johnson, Gianfranco Sinagra, Serena Rakar, Marko Noc, Ajay M. Shah, Jonathan Byrne, Philip MacCarthy

Summary: This study evaluated the impact of performing immediate coronary angiography (CAG) after out-of-hospital cardiac arrest (OHCA) with stratification of predicted neurologic injury and cardiogenic shock on arrival to a center. The results showed that immediate CAG was associated with improved survival with good neurologic outcome in low-risk patients with ST-segment elevation myocardial infarction and SCAI grade B to E shock.

JACC-CARDIOVASCULAR INTERVENTIONS (2022)

Article Medicine, General & Internal

STRategies to manage Emergency ambulance Telephone Callers with sustained High needs: an Evaluation using linked Data (STRETCHED) - a study protocol

Rabeea'h W. Aslam, Helen Snooks, Alison Porter, Ashrafunnesa Khanom, Robert Cole, Adrian Edwards, Bethan Edwards, Bridie Angela Evans, Theresa Foster, Rachael Fothergill, Penny Gripper, Ann John, Robin Petterson, Andy Rosser, Anna Tee, Bernadette Sewell, Heather Hughes, Ceri Phillips, Nigel Rees, Jason Scott, Alan Watkins

Summary: This study aims to evaluate the effectiveness, safety, and efficiency of case management approaches for frequent users of ambulance services, and to gain insights into implementation barriers and facilitators. The study will use anonymized linked routine data and mixed-methods evaluation, as well as interviews and focus groups with stakeholders.

BMJ OPEN (2022)

Article Medicine, General & Internal

Time intervals and distances travelled for prehospital ambulance stroke care: data from the randomised-controlled ambulance-based Rapid Intervention with Glyceryl trinitrate in Hypertensive stroke Trial-2 (RIGHT-2)

Mark Dixon, Jason P. Appleton, Polly Scutt, Lisa J. Woodhouse, Lee J. Haywood, Diane Havard, Julia Williams, Aloysius Niroshan Siriwardena, Philip M. Bath

Summary: This study investigated hyperacute stroke treatments in the ambulance-based setting, focusing on trial delivery timings and logistics. The results showed variations in timings and distances between ambulance services, but overall, the study supports the feasibility of large-scale paramedic-delivered ambulance-based stroke trials in urban and rural locations.

BMJ OPEN (2022)

Article Cardiac & Cardiovascular Systems

A machine learning algorithm to predict a culprit lesion after out of hospital cardiac arrest

Nilesh Pareek, Christopher Frohmaier, Mathew Smith, Peter Kordis, Antonio Cannata, Jo Nevett, Rachael Fothergill, Robert C. Nichol, Mark Sullivan, Nicholas Sunderland, Thomas W. Johnson, Marko Noc, Jonathan Byrne, Philip MacCarthy, Ajay M. Shah

Summary: A machine learning algorithm was developed to predict the presence of a culprit lesion in patients with out-of-hospital cardiac arrest. The algorithm incorporates nine variables and was validated using data from the King's Out-of-Hospital Cardiac Arrest Registry. The results showed that the algorithm has high accuracy in predicting culprit coronary artery disease lesions and outperforms the current standard electrocardiogram.

CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS (2023)

Article Endocrinology & Metabolism

Real-time continuous glucose monitoring immediately after severe hypoglycaemia requiring emergency medical services: A randomised controlled trial

Chukwuma Uduku, Valentina Pendolino, Narvada Jugnee, Nick Oliver, Rachael Fothergill, Monika Reddy

Summary: Real-time continuous glucose monitoring can reduce the risk of severe hypoglycaemia for adults with type 1 diabetes, but its impact immediately after an episode of severe hypoglycaemia has not been assessed.

DIABETIC MEDICINE (2023)

Article Health Care Sciences & Services

Experiences and views of people who frequently call emergency ambulance services: A qualitative study of UK service users

Bridie A. Evans, Ashra Khanom, Adrian Edwards, Bethan Edwards, Angela Farr, Theresa Foster, Rachael Fothergill, Penny Gripper, Imogen Gunson, Alison Porter, Nigel Rees, Jason Scott, Helen Snooks, Alan Watkins

Summary: People who frequently call emergency ambulances perceive their care needs as urgent and ongoing. They are unable to see alternative ways to receive help and resolve problems. Communication between health professionals and service users appears inadequate. Further research is needed to understand service users' motivations and requirements to inform the design and delivery of accessible and effective services.

HEALTH EXPECTATIONS (2023)

Article Cardiac & Cardiovascular Systems

MIRACLE2 Score Compared With Downtime and Current Selection Criterion for Invasive Cardiovascular Therapies After OHCA

Robert Aldous, Roman Roy, Antonio Cannata, Muhamad Abdrazak, Shamika Mohanan, Nicholas Beckley-Hoelscher, Daniel Stahl, Ritesh Kanyal, Peter Kordis, Nicholas Sunderland, Aleksandra Parczewska, Ali Kirresh, Joanne Nevett, Rachael Fothergill, Ian Webb, Rafal Dworakowski, Narbeh Melikian, Sundeep Kalra, Thomas W. Johnson, Gianfranco Sinagra, Serena Rakar, Marko Noc, Sameer Patel, Georg Auzinger, Marcin Gruchala, Ajay M. Shah, Jonathan Byrne, Philip MacCarthy, Nilesh Pareek

Summary: This study compared the discrimination performance of the MIRACLE2 score, downtime, and current randomized controlled trial (RCT) recruitment criteria in predicting poor neurologic outcome after out-of-hospital cardiac arrest (OHCA). The results showed that the MIRACLE2 score had a stronger association with outcome and higher discrimination for poor outcome compared to downtime and RCT recruitment criteria. The potential for the MIRACLE2 score to improve the selection of OHCA patients should be evaluated in future RCTs.

JACC-CARDIOVASCULAR INTERVENTIONS (2023)

Article Medicine, General & Internal

Expedited transfer to a cardiac arrest centre for non-ST-elevation out-of-hospital cardiac arrest (ARREST) : a UK prospective, multicentre, parallel, randomised clinical trial

Tiffany Patterson, Gavin Perkins, Alexander Perkins, Tim Clayton, Richard Evans, Matthew Dodd, Steven Robertson, Karen Wilson, Adam Mellett-Smith, Rachael Fothergill, Paul Mccrone, Miles Dalby, Philip Maccarthy, Sam Firoozi, Iqbal Malik, Roby Rakhit, Ajay Jain, Jerry P. Nolan, ARREST Trial Collaborators

Summary: This study assessed whether expedited delivery to a cardiac arrest center compared with current standard of care reduces deaths in patients with resuscitated cardiac arrest. The results showed that expedited delivery to a cardiac arrest center did not reduce mortality in adult patients without ST elevation.

LANCET (2023)

Article Critical Care Medicine

Trends in use of intraosseous and intravenous access in out-of-hospital cardiac arrest across English ambulance services: A registry-based, cohort study

Sharvari Vadeyar, Alexandra Buckle, Amy Hooper, Scott Booth, Charles D. Deakin, Rachael Fothergill, Chen Ji, Jerry P. Nolan, Martina Brown, Alan Cowley, Emma Harris, Maureen Ince, Robert Marriott, John Pike, Robert Spaight, Gavin Perkins, Keith Couper

Summary: This study aimed to explore changes over time in the use of intraosseous and intravenous drug routes in out-of-hospital cardiac arrest in England. The results showed that the use of intraosseous access has progressively increased, while the use of intravenous access has decreased.

RESUSCITATION (2023)

Article Critical Care Medicine

Training and education Impact of the COVID-19 pandemic on public attitudes to cardiopulmonary resuscitation and publicly accessible defibrillator use in the UK

Claire A. Hawkes, Ines Kander, Abraham Contreras, Chen Ji, Terry P. Brown, Scott Booth, A. Niroshan Siriwardena, Rachael T. Fothergill, Julia Williams, Nigel Rees, Estelle Stephenson, Gavin D. Perkins

RESUSCITATION PLUS (2022)

No Data Available