Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Dec 19:2024:8099416.
doi: 10.1155/emmi/8099416. eCollection 2024.

Correlation Between Low Platelet-to-Lymphocyte Ratio and High Mortality Rates in Adult Trauma Patients With Moderate-to-Severe Brain Injuries

Affiliations

Correlation Between Low Platelet-to-Lymphocyte Ratio and High Mortality Rates in Adult Trauma Patients With Moderate-to-Severe Brain Injuries

Kang-Wei To et al. Emerg Med Int. .

Abstract

Background: White blood cell (WBC) subtypes reflect immune and inflammatory conditions in patients. This study aimed to examine the association between the ratio of platelets to WBC subtypes and mortality outcomes in patients with moderate-to-severe traumatic brain injury (TBI). Method: The Trauma Registry System of the hospital was retrospectively reviewed to gather medical records of 2397 adult patients who were hospitalized from 2009 to 2020 and had moderate-to-severe TBI with a head abbreviated injury scale (AIS) score of 3 or higher. The monocyte-to-lymphocyte ratio (MLR), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) were compared between the survivors (n = 2, 138) and nonsurvivors (n = 259). A multivariate logistic regression analysis was performed to investigate the independent effects of the univariate prognostic factors on mortality outcomes. The survival variations among the PLR subgroups were evaluated by the Kaplan-Meier survival analysis including a log-rank test. Results: The PLR of the deceased patients was considerably lower than that of the survivors (129.5 ± 130.1 vs. 153.2 ± 102.1, p < 0.001). However, no significant differences were observed in monocyte and neutrophil counts, MLR, or NLR between the deceased and survivor groups. A lower PLR was recognized as an independent risk factor for mortality (odds ratio: 1.26, 95% confidence interval: 1.06-1.51, p=0.010). The receiver operating characteristic (ROC) established PLR as the most strong predictor among the three ratios (area under the ROC curve = 0.627, sensitivity = 0.846, and specificity = 0.382, according to the cut-off value = 68.57). When the patient groups were divided by PLR quartile, the Kaplan-Meier analysis showed significantly worse survival in the lowest PLR quartile group (< 83.1) compared with the highest quartile group (≥ 189.1) (p < 0.001). Conclusion: Lower PLR is associated with greater mortality in adult patients with moderate-to-severe TBI. PLR may be a valuable measure for classifying mortality risk in this population.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflicts of interest.

Figures

Figure 1
Figure 1
Enrollment and allocation of patients from the registered trauma database in the study.
Figure 2
Figure 2
Performance of MLR, NLR, and PLR in predicting mortality determined by the area under the receiver operating characteristic curve.
Figure 3
Figure 3
Analysis of the Kaplan–Meier survival curves by patient subgroups according to PLR quartile.

Similar articles

References

    1. Najem D., Rennie K., Ribecco-Lutkiewicz M., et al. Traumatic Brain Injury: Classification, Models, and Markers. Biochemistry and Cell Biology . 2018;96(4):391–406. doi: 10.1139/bcb-2016-0160. - DOI - PubMed
    1. Eric Nyam T. T., Ho C. H., Chio C. C., et al. Traumatic Brain Injury Increases the Risk of Major Adverse Cardiovascular and Cerebrovascular Events: A 13-Year, Population-Based Study. World Neurosurgery . 2019;122:e740–e753. doi: 10.1016/j.wneu.2018.10.130. - DOI - PubMed
    1. Turner G. M., McMullan C., Aiyegbusi O. L., et al. Stroke Risk Following Traumatic Brain Injury: Systematic Review and Meta-Analysis. International Journal of Stroke . 2021;16(4):370–384. doi: 10.1177/17474930211004277. - DOI - PMC - PubMed
    1. Gabbe B. J., Keeves J., McKimmie A., et al. The Australian Traumatic Brain Injury Initiative: Systematic Review and Consensus Process to Determine the Predictive Value of Demographic, Injury Event, and Social Characteristics on Outcomes for People With Moderate-Severe Traumatic Brain Injury. Journal of Neurotrauma . 2024 doi: 10.1089/neu.2023.0461. - DOI - PubMed
    1. Mavroudis I., Balmus I. M., Ciobica A., Hogas M. A Narrative Review of Risk Factors and Predictors for Poor Outcome and Prolonged Recovery After a Mild Traumatic Brain Injury. International Journal of Neuroscience . 2024:1–10. doi: 10.1080/00207454.2024.2328710. - DOI - PubMed

LinkOut - more resources