ArticleEuropean journal of medical research2025
The association between white blood cell-to-hemoglobin ratio and mortality risk in critical traumatic brain injury: insights from MIMIC-IV retrospective analysis.
Article in European journal of medical research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
backgroundThe white blood cell-to-hemoglobin ratio (WHR) is a composite biomarker indicative of both systemic inflammation and anemia. However, its association with all-cause mortality in intensive care unit (ICU) patients with traumatic brain injury (TBI) is unclear. This study aimed to evaluate the relationship between WHR and all-cause mortality among critically ill TBI patients.
methodsClinical information was extracted from the MIMIC-IV database. The main endpoint was 30-day all-cause mortality. Additional outcomes included 90-day and 1-year mortality. WHR values were divided into quartiles. Kaplan-Meier survival curves assessed interquartile survival differences. Cox regression models and RCS techniques were used to assess the link between WHR and death risk. Subgroup and sensitivity analyses tested the consistency of results.
resultsThe study included 2635 patients, with a median age of 70 years and 62% being male. A significant correlation was observed between elevated WHR and increased mortality across 30-, 90-, and 365-day intervals (log-rank P < 0.05). Cox models confirmed a dose-dependent increase in mortality risk across WHR quartiles (all P < 0.05). The RCS model demonstrated a significant U-shaped pattern between WHR and mortality, indicating nonlinear effects (P for overall <0.001; P for nonlinear <0.05). Robustness of the results was reinforced through subgroup comparisons and sensitivity verification.
conclusionElevated WHR strongly correlated with mortality in critically ill TBI patients. In the ICU setting, WHR provides valuable prognostic information to guide individualized treatment strategies.
Indexed as
Identifiers
What OpenQuestion holds
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.