Evidence map›Paper›PMID 42460067›Full record

ArticleFrontiers in medicine2026

Serial lactate-procalcitonin interaction identifies a high-risk phenotype in 24-h conditional survivors of post-cardiac arrest syndrome: a CART-based analysis.

Ali Muhittin Tasdogan, Stemi Taha Polat, Emin Erdem Kaya, Ufuk Ozgur Balica, Yavuz Saygili

Abstract read
In one paragraph

Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Ali Muhittin TasdoganDepartment of Anesthesiology and Reanimation, Gaziantep University Faculty of Medicine, Gaziantep, Türkiye.
Stemi Taha PolatDepartment of Anesthesiology and Reanimation, Ministry of Health of State Hospital, Trabzon, Türkiye.
Emin Erdem KayaDepartment of Anesthesiology and Reanimation, Ministry of Health Gaziantep City Hospital, Sahinbey, Gaziantep, Türkiye.
Ufuk Ozgur BalicaDepartment of Anesthesiology and Reanimation, Ministry of Health sanliurfa Balklgöl State Hospital, Sanliurfa, Türkiye.
Yavuz SaygiliDepartment of Anesthesiology and Reanimation, Gaziantep University Faculty of Medicine, Gaziantep, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate the time-dependent interplay between early metabolic failure and delayed systemic inflammatory response in 24-h conditional survivors of post-cardiac arrest syndrome (PCAS). We aimed to develop a non-linear risk stratification tool using Classification and Regression Tree (CART) analysis based on serial lactate and procalcitonin (PCT) kinetics. Materials and methods: This retrospective cohort study included 158 24-h conditional survivors of PCAS. Arterial lactate levels were monitored at admission (T0), 6 h, 12 h, 24 h, and 48 h, while PCT levels were recorded at T0 and T24. Missing data were handled using multiple imputation by chained equations (MICE). The primary endpoint was in-hospital mortality. A landmark analysis was performed at 24 h to address immortal time bias. Results: The in-hospital mortality rate was 70.9%. Non-survivors exhibited significantly higher rates of non-shockable rhythms, longer CPR durations, and higher APACHE II scores. In the multivariable logistic regression model adjusted for Targeted Temperature Management (TTM), persistent hyperlactatemia at 48 h (T48) remained a significant independent predictor of mortality (OR: 1.92; 95% CI: 1.22-3.01, Conclusion: In 24-h conditional survivors of PCAS, persistent metabolic debt at 48 h is a potent independent biochemical indicator of poor outcome. Integrating serial lactate and PCT kinetics through non-linear CART analysis identifies a high-risk "metabolic-inflammatory failure" phenotype. This model may facilitate early clinical decision-making and guide the escalation to advanced circulatory or extracorporeal support strategies in high-risk patients.

Indexed as

24-h conditional survivalCART analysislactate kineticspost-cardiac arrest syndromeprocalcitoninprognostication

Identifiers

PMID42460067
PMCPMC13369240

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.