ArticleFrontiers in oncology2024
Exploring the J-shaped relationship between HALP score and mortality in cancer patients: A NHANES 1999-2018 cohort study.
Article in Frontiers in oncology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- The HALP score is a novel prognostic biomarker in multiple myeloma: A retrospective cohort study of 450 patients.Medicine · 2026Article
- Prognostic value of the HALP score in patients undergoing emergency surgery for gastroduodenal perforation.Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES · 2026Article
- Emergency department evaluation of immature granulocytes for complicated acute appendicitis: a retrospective cohort study.Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES · 2026Article
- Perioperative biomarkers and graft function in living donor kidney transplantation: focus on postoperative prognostic nutritional index.BMC nephrology · 2026Article
- Article
- A Comparative Analysis of Neutrophil-to-Lymphocyte Ratio, Systemic Immune-Inflammation Index, and Hemoglobin-Albumin-Lymphocyte-Platelet Score in Migraine.Journal of inflammation research · 2026Article
- Preoperative C-reactive protein-albumin-lymphocyte index predicts survival outcomes in patients with stage I-III colorectal cancer: A retrospective cohort study.Oncology letters · 2025Article
- HALP-H Index as a Prognostic Biomarker for Predicting Pathological Complete Response in Early-Stage HER2-Positive Breast Cancer-A Multicenter Retrospective Cohort Study.Journal of clinical medicine · 2025Article
- Association of aggregate index of systemic inflammation with increased all-cause and cardiovascular mortality in female cancer patients.Frontiers in oncology · 2025Article
- The association of HALP score with low muscle mass in older adults.Frontiers in nutrition · 2025Article
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8 authors.
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Abstract
Background: The recent hemoglobin, albumin, lymphocyte, and platelet (HALP) scores, combined with various clinically available indicators, can comprehensively evaluate the nutritional and immune status of patients. Some observational studies have found a positive correlation between HALP score and cancer prognosis, but the clinical application of HALP score has raised concerns due to the presence of confounding factors. The aim of this study is to explore the relationship between HALP score and long-term mortality in cancer patients. Methods: We extracted 3832 cancer patients with complete baseline information from the National Health and Nutrition Examination Survey (NHANES). The COX regressions and restricted cubic spline (RCS) curves were used to explore the nonlinear relationship between HALP score and long-term mortality risk in cancer patients. Kaplan-Meier (K-M) curve was conducted to evaluate the impact of HALP score on long-term mortality risk. Additionally, subgroup analysis was conducted to verify the stability of the above results. Results: We divided participants into 4 groups based on HALP score, and the COX regression results showed that risk of long-term mortality tended to be lower in cancer patients with high HALP scores. Meanwhile, the RCS curves showed that there was a nonlinear association. The results remained stable in subgroup analyses and in breast cancer, colorectal cancer, cervix and uterus cancer, melanoma, prostate cancer and skin cancer. Conclusions: HALP score were independently associated with the risk of long-term mortality in cancer patients, and there is also a non-linear association. This will provide new perspectives on clinical and nutritional interventions for cancer patients.
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