Dataset Information

A pragmatic lab-based tool for risk assessment in cardiac critical care: data from the Critical Care Cardiology Trials Network (CCCTN) Registry.

ABSTRACT:

Aims

Contemporary cardiac intensive care unit (CICU) outcomes remain highly heterogeneous. As such, a risk-stratification tool using readily available lab data at time of CICU admission may help inform clinical decision-making.

Methods and results

The primary derivation cohort included 4352 consecutive CICU admissions across 25 tertiary care CICUs included in the Critical Care Cardiology Trials Network (CCCTN) Registry. Candidate lab indicators were assessed using multivariable logistic regression. An integer risk score incorporating the top independent lab indicators associated with in-hospital mortality was developed. External validation was performed in a separate CICU cohort of 9716 patients from the Mayo Clinic (Rochester, MN, USA). On multivariable analysis, lower pH [odds ratio (OR) 1.96, 95% confidence interval (CI) 1.72-2.24], higher lactate (OR 1.40, 95% CI 1.22-1.62), lower estimated glomerular filtration rate (OR 1.26, 95% CI 1.10-1.45), and lower platelets (OR 1.18, 95% CI 1.05-1.32) were the top four independent lab indicators associated with higher in-hospital mortality. Incorporated into the CCCTN Lab-Based Risk Score, these four lab indicators identified a 20-fold gradient in mortality risk with very good discrimination (C-index 0.82, 95% CI 0.80-0.84) in the derivation cohort. Validation of the risk score in a separate cohort of 3888 patients from the Registry demonstrated good performance (C-index of 0.82; 95% CI 0.80-0.84). Performance remained consistent in the external validation cohort (C-index 0.79, 95% CI 0.77-0.80). Calibration was very good in both validation cohorts (r = 0.99).

Conclusion

A simple integer risk score utilizing readily available lab indicators at time of CICU admission may accurately stratify in-hospital mortality risk.

SUBMITTER: Patel SM

PROVIDER: S-EPMC9123931 | biostudies-literature | 2022 Mar

REPOSITORIES: biostudies-literature

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Publications

A pragmatic lab-based tool for risk assessment in cardiac critical care: data from the Critical Care Cardiology Trials Network (CCCTN) Registry.

Patel Siddharth M SM Jentzer Jacob C JC Alviar Carlos L CL Baird-Zars Vivian M VM Barsness Gregory W GW Berg David D DD Bohula Erin A EA Daniels Lori B LB DeFilippis Andrew P AP Keeley Ellen C EC Kontos Michael C MC Lawler Patrick R PR Miller P Elliott PE Park Jeong-Gun JG Roswell Robert O RO Solomon Michael A MA van Diepen Sean S Katz Jason N JN Morrow David A DA

European heart journal. Acute cardiovascular care 20220301 3

<h4>Aims</h4>Contemporary cardiac intensive care unit (CICU) outcomes remain highly heterogeneous. As such, a risk-stratification tool using readily available lab data at time of CICU admission may help inform clinical decision-making.<h4>Methods and results</h4>The primary derivation cohort included 4352 consecutive CICU admissions across 25 tertiary care CICUs included in the Critical Care Cardiology Trials Network (CCCTN) Registry. Candidate lab indicators were assessed using multivariable lo ...[more]

PMID: 35134860

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Project description:ImportanceSingle-center and claims-based studies have described substantial changes in the landscape of care in the cardiac intensive care unit (CICU). Professional societies have recommended research to guide evidence-based CICU redesigns.ObjectiveTo characterize patients admitted to contemporary, advanced CICUs.Design, setting, and participantsThis study established the Critical Care Cardiology Trials Network (CCCTN), an investigator-initiated multicenter network of 16 advanced, tertiary CICUs in the United States and Canada. For 2 months in each CICU, data for consecutive admissions were submitted to the central data coordinating center (TIMI Study Group). The data were collected and analyzed between September 2017 and 2018.Main outcomes and measuresDemographics, diagnoses, management, and outcomes.ResultsOf 3049 participants, 1132 (37.1%) were women, 797 (31.4%) were individuals of color, and the median age was 65 years (25th and 75th percentiles, 55-75 years). Between September 2017 and September 2018, 3310 admissions were included, among which 2557 (77.3%) were for primary cardiac problems, 337 (10.2%) for postprocedural care, 253 (7.7%) for mixed general and cardiac problems, and 163 (4.9%) for overflow from general medical ICUs. When restricted to the initial 2 months of medical CICU admissions for each site, the primary analysis population included 3049 admissions with a high burden of noncardiovascular comorbidities. The top 2 CICU admission diagnoses were acute coronary syndrome (969 [31.8%]) and heart failure (567 [18.6%]); however, the proportion of acute coronary syndrome was highly variable across centers (15%-57%). The primary indications for CICU care included respiratory insufficiency (814 [26.7%]), shock (643 [21.1%]), unstable arrhythmia (521 [17.1%]), and cardiac arrest (265 [8.7%]). Advanced CICU therapies or monitoring were required for 1776 patients (58.2%), including intravenous vasoactive medications (1105 [36.2%]), invasive hemodynamic monitoring (938 [30.8%]), and mechanical ventilation (652 [21.4%]). The overall CICU mortality rate was 8.3% (95% CI, 7.3%-9.3%). The CICU indications that were associated with the highest mortality rates were cardiac arrest (101 [38.1%]), cardiogenic shock (140 [30.6%]), and the need for renal replacement therapy (51 [34.5%]). Notably, patients admitted solely for postprocedural observation or frequent monitoring had a mortality rate of 0.2% to 0.4%.Conclusions and relevanceIn a contemporary network of tertiary care CICUs, respiratory failure and shock predominated indications for admission and carried a poor prognosis. While patterns of practice varied considerably between centers, a substantial, low-risk population was identified. Multicenter collaborative networks, such as the CCCTN, could be used to help redesign cardiac critical care and to test new therapeutic strategies.

Project description:To assess the pragmatism of published critical care randomized controlled trials self-described as pragmatic using a validated tool.Data sourcesMedical Literature Analysis and Retrieval Online database and PubMed interface from inception to November 1, 2021.Study selectionWe performed a systematic search of randomized controlled trials evaluating interventions for critically ill adults that self-identified as pragmatic in title or abstract.Data extractionReviewers independently performed study selection and data extraction in duplicate; discrepancies were resolved by consensus. Pragmatism was assessed independently in duplicate by trained reviewers using the Pragmatic-Explanatory Continuum Indicator Summary 2 (PRECIS-2), a validated tool designed to represent how explanatory/pragmatic a trial is on the pragmatic to explanatory continuum. Trials were scored in nine domains on a 5-point continuum (from 1 = very explanatory to 5 = very pragmatic). Discrepancies of greater than 2 points were adjudicated by consensus discussion.Data synthesisThe search resulted in 284 studies; 56 met eligibility criteria. Forty-one of the trials had a discrepancy in at least one domain that required consensus discussion, most commonly in domains of eligibility and follow-up. Twelve studies (21.4%) were scored as "overall pragmatic," defined as score of greater than 4 in five domains provided the scores in the remaining domains were three. The overall PRECIS-2 score of self-identified pragmatic studies increased from 1995 to 2021 suggesting increasing pragmatism over time. Pragmatic trials were more likely to have a waiver of informed consent (p = 0.05).ConclusionsThe number and pragmatism of self-identified pragmatic trials have increased, particularly in the past decade. However, less than one-quarter of these trials that use the term pragmatic in title or abstract were retrospectively rated as pragmatic. Our results support the concept that trials are designed on a spectrum of pragmatic to explanatory. Advances in the design and reporting of critical care trials are needed to ensure their real-world applicability.

Project description:Purpose of the conferenceHemodialysis is a life-sustaining treatment for patients with end-stage kidney disease. However, patients on dialysis continue to face poor quality of life and short life expectancies. Despite this, the nephrology community conducts the fewest randomized controlled trials of any medical discipline, relying instead on expert opinion to guide many aspects of hemodialysis care. There is a need to conduct high-quality pragmatic randomized controlled trials in hemodialysis to drive evidence-based practice. To this end, the Innovative Clinical Trials in Hemodialysis Centers initiative, with the support of the Canadian Institutes of Health Research and its Strategy for Patient-Oriented Research, funded the development of 6 pragmatic trial protocols. Gardener's Grove 2023 created a space to support the development of these trials and increase awareness and knowledge of past, ongoing, and future innovative, pragmatic, randomized controlled registry trials embedded in routine hemodialysis care. This report summarizes the proceedings of this conference.Sources of informationThe conference included 6 panel presentations, each featuring an overview of a new pragmatic trial followed by expert panel feedback from patient partners, nephrologists, researchers, and health care providers. The conference also included 10 educational sessions led by clinicians and researchers with experience in the fields of kidney medicine and clinical trials.MethodsGardener's Grove 2023 was a 4-day virtual conference held in March of 2023. Recordings of all the conference presentations were later published on the Gardener's Grove website and are summarized in the Supplemental Appendix of this report.Key findingsThe conference brought together 118 Canadian and international researchers, patients, and health care providers to collaborate on 6 pragmatic trials intended to test interventions to improve hemodialysis care. The proposed trials included (1) PREventing FracturEs in REnal Disease (PREFERRED), (2) DIALysis with EXpanded solute removal (DIALEX), (3) Sodium fOr diaLysis oUTcome rEduction (SOLUTE), (4) Finding the right blood pressure target for patients on dialysis, (5) DIuretic Use in patients with Residual renal function on hemodialysis (DIURESED), and (6) Lower vs higher dialysate bicarbonate concentration in patients receiving hemodialysis (Dial-Bicarb). All of these interventions were widely supported and received valuable feedback from panelists and conference attendees. The education sessions focused on various design and execution elements of pragmatic, randomized controlled registry trials embedded in routine care.LimitationsThe conference could have been improved by streamlining session topics and pacing, allowing additional time for discussions, strengthening online network opportunities, and improving survey response rates. A follow-up conference is planned to take place in a few years, and the coordinators will aim to implement these changes.ImplicationsGardener's Grove 2023 successfully created a space for patients, researchers, and health care providers to support the development of 6 new pragmatic trials in hemodialysis care. Since Gardener's Grove 2023, several of these trials have secured CIHR funding, obtained ethics approval, and are actively preparing to launch their interventions.

Dataset Information

A pragmatic lab-based tool for risk assessment in cardiac critical care: data from the Critical Care Cardiology Trials Network (CCCTN) Registry.

Aims

Methods and results

Conclusion

Publications

A pragmatic lab-based tool for risk assessment in cardiac critical care: data from the Critical Care Cardiology Trials Network (CCCTN) Registry.

Similar Datasets

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