Evidence map›Paper›PMID 39136422›Full record

Observational studyESC heart failure2024

Value of APACHE II, SOFA and CardShock scoring as predictive tools for cardiogenic shock: A single-centre pilot study.

Małgorzata Chlabicz, Wojciech Łaguna, Remigiusz Kazimierczyk, Ewelina Kazimierczyk, Paulina Łopatowska, Monika Gil, Bożena Sobkowicz, Karol A Kamiński, Agnieszka Tycińska

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in ESC heart failure, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07249749 (Factors Associated With Mortality in the Intensive Care Unit From the Orinoco Region. An Observational Trial), which is not on this map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07249749 recruitingnot on this mapstarted 2026, after this paper: background citation

Factors Associated With Mortality in the Intensive Care Unit From the Orinoco Region. An Observational Trial

TypeobservationalSponsorHospital Departamental de VillavicencioRan2026 to 2028Enrolled1,000ConditionsCritically Ill, Intensive Care (ICU), Intensive Care Medicine, MortalityArmsExposure factors
3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Prevalence and prognostic relevance of abnormal liver function tests in critically ill patients with cardiac arrest.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
    Article
  4. Article
  5. Review
  6. Article
  7. Observational
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Małgorzata ChlabiczDepartment of Population Medicine and Lifestyle Diseases Prevention, Medical University of Białystok, Białystok, Poland.ORCID 0000-0002-5113-5672
Wojciech ŁagunaFaculty of Computer Science, Bialystok University of Technology, Białystok, Poland.
Remigiusz KazimierczykDepartment of Cardiology and Internal Medicine with Cardiac Intensive Care Unit, Medical University of Białystok, Białystok, Poland.
Ewelina KazimierczykDepartment of Cardiology and Internal Medicine with Cardiac Intensive Care Unit, Medical University of Białystok, Białystok, Poland.
Paulina ŁopatowskaDepartment of Invasive Cardiology, Wolski Hospital, Warszawa, Poland.
Monika GilDepartment of Internal Medicine, City Hospital in Ruda Śląska, Ruda Śląska, Poland.
Bożena SobkowiczDepartment of Cardiology and Internal Medicine with Cardiac Intensive Care Unit, Medical University of Białystok, Białystok, Poland.
Karol A KamińskiDepartment of Population Medicine and Lifestyle Diseases Prevention, Medical University of Białystok, Białystok, Poland.
Agnieszka TycińskaDepartment of Cardiology and Internal Medicine with Cardiac Intensive Care Unit, Medical University of Białystok, Białystok, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsThe aim of this study was to determine the value of the Acute Physiology and Chronic Health Evaluation II (APACHE II), Sequential Organ Failure Assessment (SOFA) and CardShock scoring systems in predicting the risk of in-hospital, 30 day and 3 year mortality in patients with cardiogenic shock (CS).

methodsThis was a single-centre observational study conducted between May 2016 and December 2017. Data from consecutive patients with CS admitted to the intensive cardiac care unit (ICCU) were included in the analysis.

resultsThe study group comprised 63 patients with CS {median age 71.0 [interquartile range (IQR), 59-82]; 42 men}: 32 patients with ischaemic and 31 with non-ischaemic aetiology. The median APACHE II, SOFA and CardShock scores were 13 (IQR, 9.9-19.0) points, 8.0 (IQR, 6.0-10.0) points and 3.0 (IQR, 2.0-5.0) points, respectively. The in-hospital, 30 day and 3 year mortality rates were 39.7%, 41.3% and 77.8%, respectively. APACHE II and SOFA scores were significantly higher in the group of patients who died at 30 days (P = 0.043 and P = 0.045, respectively). The CardShock score was higher in patients with CS who died in hospital (P = 0.007) and within 30 days (P = 0.004). No score was statistically significant for 3 year mortality. Area under the curve (AUC) analysis showed that the CardShock score had the highest value in predicting in-hospital and 30 day mortality relative to APACHE II and SOFA, with a cut-off score of 5 points [AUC: 0.70; 95% confidence interval (CI): 0.59-0.81; P = 0.001] and 4 points (AUC: 0.71; 95% CI: 0.60-0.82; P < 0.001), respectively. The Bayesian Weibull model demonstrated the utility of all scales in estimating short-term risk in patients with CS, with the impact of APACHE II and SOFA on patient life expectancy decreasing to a non-significant level at approximately 32 days and CardShock at 33 days. The forest plots derived from the Bayesian logistic regression analysis show significant estimated coefficients with 94% highest density interval (HDI) for in-hospital and 30 day mortality. The use of invasive or non-invasive ventilation, a higher heart rate and a less negative fluid balance showed an unfavourable prognosis. Survival was associated with being in the pre-CS class, with a higher glomerular filtration rate and a higher platelet count.

conclusionsAPACHE II and SOFA could be used for the risk stratification of patients with CS admitted to the ICCU. CardShock proved to be a more appropriate tool for assessing short-term prognosis in patients with CS of all aetiologies, suggesting that there is potential for its promotion for use in daily clinical practice.

Indexed as

APACHEHospital MortalityOrgan Dysfunction ScoresShock, CardiogenicAgedAged, 80 and overFemaleFollow-Up StudiesHumansIntensive Care UnitsMaleMiddle AgedPilot ProjectsPredictive Value of TestsPrognosisRetrospective StudiesAPACHE IIBayesian Weibull modelcardiac care facilitiesCardShockshock, cardiogenicSOFA

Identifiers

PMID39136422
PMCPMC11631277

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.