Background: In recent years, the hemoglobin, albumin, lymphocyte, and platelet (HALP) score has emerged as a potential marker of immunological and nutritional status. This study aimed to evaluate the association between the HALP score and prognosis in patients with sepsis.
Methods: This retrospective cohort study analyzed sepsis patients using clinical data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Patients were classified into Low-score and High-score groups. Confounding factors were controlled through propensity score matching (PSM) analysis. The primary outcome was 28-day mortality in individuals with sepsis. Survival probabilities between groups were compared using Kaplan-Meier curves. Multivariable Cox regression analysis and a smoothing spline fitting curve were employed to investigate the relationship between the HALP score and 28-day mortality. ROC curve analysis and subgroup analysis were performed to evaluate the predictive ability of the HALP score and its components.
Results: A total of 2,968 sepsis patients were included, with 809 (27.26%) deaths within 28 days. After PSM analysis, the High-score group had a 24% lower risk of 28-day mortality compared to the Low-score group (HR, 0.76; 95% CI, 0.64-0.91). In the unmatched cohort, the multivariable Cox regression model also indicated that the High-score group had a lower 28-day mortality risk (HR, 0.78; 95% CI, 0.67-0.91). The smoothing spline fitting curve showed a nonlinear relationship between the HALP score and 28-day mortality, with an inflection point at 24.69. When the HALP score was below 24.69, an increase of one point in the HALP score was associated with a 2% reduction in 28-day mortality (HR, 0.98; 95% CI, 0.97-0.99). The HALP score provided incremental predictive value for 28-day mortality when combined with the SOFA score. Albumin was identified as the most influential component of the HALP score.
Conclusion: Among patients with sepsis, the HALP score exhibited a nonlinear relationship with 28-day mortality. An elevated HALP score is associated with reduced 28-day, 90-day, 360-day, and in-hospital mortality among sepsis patients.
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http://dx.doi.org/10.1186/s12879-025-10739-3 | DOI Listing |
BMC Infect Dis
March 2025
Department of Blood Transfusion, Xiangya Hospital, Central South University, Changsha, China.
Background: In recent years, the hemoglobin, albumin, lymphocyte, and platelet (HALP) score has emerged as a potential marker of immunological and nutritional status. This study aimed to evaluate the association between the HALP score and prognosis in patients with sepsis.
Methods: This retrospective cohort study analyzed sepsis patients using clinical data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database.
Front Med (Lausanne)
February 2025
Department of Orthopedics, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
Objective: With a rapidly aging population, identifying effective prognostic predictors has always been a research hotspot in older patients with hip fracture. Recently, the score combining hemoglobin, albumin, lymphocyte and platelet (HALP) has been proposed as a novel biomarker for reflecting systemic inflammation and nutritional status. However, it is unclear whether the HALP score could be a potential prognostic indicator for mortality following hip fracture.
View Article and Find Full Text PDFSupport Care Cancer
March 2025
Department of General Surgery, Faculty of Medicine, Eskişehir Osmangazi University, Eskişehir, Turkey.
Purpose: The aim of the study is to demonstrate the prognostic impact of preoperative nutritional status indicators, including prognostic nutritional index (PNI), hemoglobin-albumin-lymphocyte-platelet (HALP) score, sarcopenia index (SI), and bone mineral density (BMD) values, on postoperative complications and survival in patients with resectable pancreatic cancer (PC).
Materials And Methods: The medical data and computed tomography (CT) images of 85 patients who undergone surgery for PC between January 2017 and 2023 were evaluated retrospectively. Patients were grouped according to the presence or absence of sarcopenia and osteoporosis, high and low PNI and HALP scores.
Clin Cardiol
March 2025
Department of Cardiology, Ankara University School of Medicine, Altındağ, Turkey.
Introduction: Acute heart failure (AHF) is associated with a dismal prognosis that is even poorer than the majority of cancer types. Therefore, clinical indicators that can aid in determining the prognosis of heart failure are of interest. Multiple risk prediction tools with varying sensitivity and specificities have been introduced before.
View Article and Find Full Text PDFIn Vivo
February 2025
Department of Surgery, Yokohama City University, Yokohama, Japan.
Background/aim: Esophageal cancer (EC) is a malignant tumor with poor prognosis. Prognostic factors that may be used in the treatment and management of EC are important. The purpose of this study was to evaluate the impact of the hemoglobin, albumin, lymphocyte, and platelet (HALP) score on the long-term oncological prognosis of patients with EC who have undergone curative treatment.
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