Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients

Abstract Background Hemoglobin, albumin, lymphocyte and platelet (HALP) score is derived from the counts of hemoglobin, albumin, lymphocytes, and platelets. It serves as a valuable tool for assessing both inflammation and nutritional status in critically ill patients. However, there hasn’t been a sp...

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Main Authors: Chong Zhang, Wenjin Peng, Meng Ning, Weiru Liang, Bin Su, Tingting Guo, Kun Hu, Wei Su, Yi Chen, Yingwu Liu
Format: Article
Language:English
Published: BMC 2025-02-01
Series:Journal of Health, Population and Nutrition
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Online Access:https://doi.org/10.1186/s41043-025-00759-9
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author Chong Zhang
Wenjin Peng
Meng Ning
Weiru Liang
Bin Su
Tingting Guo
Kun Hu
Wei Su
Yi Chen
Yingwu Liu
author_facet Chong Zhang
Wenjin Peng
Meng Ning
Weiru Liang
Bin Su
Tingting Guo
Kun Hu
Wei Su
Yi Chen
Yingwu Liu
author_sort Chong Zhang
collection DOAJ
description Abstract Background Hemoglobin, albumin, lymphocyte and platelet (HALP) score is derived from the counts of hemoglobin, albumin, lymphocytes, and platelets. It serves as a valuable tool for assessing both inflammation and nutritional status in critically ill patients. However, there hasn’t been a specific study exploring the role of the HALP score in critically ill patients. Additionally, whether the HALP score exhibits an incremental effect on the Sequential Organ Failure Assessment (SOFA) score remains unknown. Methods In this study, we used the Medical Information Mart for Intensive Care (MIMIC-IV) version 2.2 database to evaluate the predictive value of HALP score for critically ill patients. The primary outcome investigated was intensive care unit (ICU) death, and the secondary outcomes included in-hospital mortality, ICU length of stay (LOS), hospital LOS, and 28-day mortality. Results We analyzed 20,083 critically ill patients. In logistic regression, a low HALP score (HALP score < 3.56) showed higher risk of ICU death (adjusted odds ratio: 1.41, 95% confidence interval [CI]: 1.25 to 1.59). Additionally, the HALP score improved the predictive ability of the SOFA score (∆Area under curve: 0.009, p < 0.001). In Cox proportional hazards models, a low HALP score (HALP score < 3.2) was also associated with a higher risk of 28-day mortality (adjusted hazard ratio: 1.52, 95% CI: 1.33 to 1.74). Conclusion HALP score is associated with short-term mortality. Additionally, HALP score showed an incremental effect on SOFA score in predicting short-term mortality.
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spelling doaj-art-fd592d36e35445eebb6516a1b627e8832025-02-09T12:42:58ZengBMCJournal of Health, Population and Nutrition2072-13152025-02-014411810.1186/s41043-025-00759-9Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patientsChong Zhang0Wenjin Peng1Meng Ning2Weiru Liang3Bin Su4Tingting Guo5Kun Hu6Wei Su7Yi Chen8Yingwu Liu9The Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityState Key Laboratory of Experimental Hematology, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, National Clinical Research Center for Blood Diseases, Chinese Academy of Medical Sciences & Peking Union Medical CollegeThe Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityThe Third Central Clinical College of Tianjin Medical UniversityAbstract Background Hemoglobin, albumin, lymphocyte and platelet (HALP) score is derived from the counts of hemoglobin, albumin, lymphocytes, and platelets. It serves as a valuable tool for assessing both inflammation and nutritional status in critically ill patients. However, there hasn’t been a specific study exploring the role of the HALP score in critically ill patients. Additionally, whether the HALP score exhibits an incremental effect on the Sequential Organ Failure Assessment (SOFA) score remains unknown. Methods In this study, we used the Medical Information Mart for Intensive Care (MIMIC-IV) version 2.2 database to evaluate the predictive value of HALP score for critically ill patients. The primary outcome investigated was intensive care unit (ICU) death, and the secondary outcomes included in-hospital mortality, ICU length of stay (LOS), hospital LOS, and 28-day mortality. Results We analyzed 20,083 critically ill patients. In logistic regression, a low HALP score (HALP score < 3.56) showed higher risk of ICU death (adjusted odds ratio: 1.41, 95% confidence interval [CI]: 1.25 to 1.59). Additionally, the HALP score improved the predictive ability of the SOFA score (∆Area under curve: 0.009, p < 0.001). In Cox proportional hazards models, a low HALP score (HALP score < 3.2) was also associated with a higher risk of 28-day mortality (adjusted hazard ratio: 1.52, 95% CI: 1.33 to 1.74). Conclusion HALP score is associated with short-term mortality. Additionally, HALP score showed an incremental effect on SOFA score in predicting short-term mortality.https://doi.org/10.1186/s41043-025-00759-9Hemoglobin, albumin, lymphocyte and platelet scorePrognostic nutritional indexSequential organ failure assessment scoreShort-term mortality
spellingShingle Chong Zhang
Wenjin Peng
Meng Ning
Weiru Liang
Bin Su
Tingting Guo
Kun Hu
Wei Su
Yi Chen
Yingwu Liu
Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients
Journal of Health, Population and Nutrition
Hemoglobin, albumin, lymphocyte and platelet score
Prognostic nutritional index
Sequential organ failure assessment score
Short-term mortality
title Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients
title_full Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients
title_fullStr Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients
title_full_unstemmed Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients
title_short Correlation between hemoglobin, albumin, lymphocyte, and platelet score and short-term mortality in critically ill patients
title_sort correlation between hemoglobin albumin lymphocyte and platelet score and short term mortality in critically ill patients
topic Hemoglobin, albumin, lymphocyte and platelet score
Prognostic nutritional index
Sequential organ failure assessment score
Short-term mortality
url https://doi.org/10.1186/s41043-025-00759-9
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