ArticleCancer cell international2024
Prognostic significance of hemoglobin, albumin, lymphocyte, and platelet (HALP) score in breast cancer: a propensity score-matching study.
Article in Cancer cell international, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
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26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prognostic value of the HALP score in breast cancer: a systematic review and meta-analysis.Frontiers in oncology · 2025Pooled it
- The prognostic and clinicopathological value of HALP score in non-small cell lung cancer.Frontiers in immunology · 2025Pooled it
- Development and internal validation of a nomogram for predicting neoadjuvant therapy efficacy in breast cancer based on the HALP score.Translational cancer research · 2026Article
- Article
- Revealing the prognostic landscape of hemoglobin, albumin, lymphocyte, and platelet score in patients with lung cancer: a pooled analysis.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Composite CA15-3, LDH, and Albumin Index as a Predictor of Survival in HER2-Positive Metastatic Breast Cancer Treated with Trastuzumab Emtansine.Pharmaceuticals (Basel, Switzerland) · 2026Article
- A novel evaluation indicator for pediatric fulminant myocarditis: diagnostic and prognostic value of the HALP score.BMC pediatrics · 2026Article
- HALP outperforms systemic inflammatory biomarkers for prognosis in locally advanced cervical cancer treated with concurrent chemoradiotherapy.Biomolecules & biomedicine · 2026Article
- Multimodal intervention for sarcopenia in nasopharyngeal carcinoma patients undergoing definitive treatment: a pilot randomized controlled trial protocol.Nutrition journal · 2026Article
- Second-Trimester Fibrinogen-to-Albumin Ratio and Platelet Activation Markers Compared with the HALP Score for Predicting Preeclampsia.Diagnostics (Basel, Switzerland) · 2026Article
- HALP score outperforms systemic inflammatory biomarkers for prognosis in locally advanced rectal cancer.Biomolecules & biomedicine · 2026Observational
- Low prognostic nutritional index score is associated with lymph node metastasis in patients with breast cancer, whereas hemoglobin-albumin-lymphocyte-platelet score is not.Frontiers in oncology · 2026Article
- Modified systemic immune-inflammatory index, modified systemic inflammatory response index and hemoglobin-albumin-lymphocyte-platelet score may serve as markers for evaluating the efficacy of neoadjuvant therapy in breast cancer patients.Frontiers in oncology · 2026Article
- Prognostic significance of inflammatory and nutritional indicators for treatment outcomes in untreated tuberculosis patients with hypertension.Frontiers in nutrition · 2026Article
- Low hemoglobin-albumin-lymphocyte-platelet score as a risk marker for stroke-associated pneumonia in acute ischemic stroke: a retrospective cohort study.Frontiers in neurology · 2026Article
- A Machine Learning-Based Nomogram for Predicting Overall Survival in BCLC Stage 0-B Hepatocellular Carcinoma Patients with Low HALP Score.Journal of inflammation research · 2026Article
- Hemoglobin-albumin-lymphocyte-platelet score associated with diabetic foot severity, unlike modified systemic immune-inflammatory index and modified systemic inflammatory response index.Frontiers in endocrinology · 2026Article
- Association between the hemoglobin, albumin, lymphocyte, and platelet (HALP) score and 28-day mortality in neurocritical care patients: a retrospective cohort study based on the MIMIC-IV database.European journal of medical research · 2025Article
- The relationship between hemoglobin, albumin, lymphocyte, and platelet (HALP) score and 28-day mortality in patients with sepsis: a retrospective analysis of the MIMIC-IV database.BMC infectious diseases · 2025Article
- Effect of Hemoglobin, Albumin, Lymphocyte Count, and Platelet (HALP) Score on Survival of Patients with Metastatic Thyroid Cancer Treated with Tyrosine Kinase Inhibitors.Journal of clinical medicine · 2025Article
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8 authors.
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Abstract
backgroundThe hemoglobin-albumin-lymphocyte-platelet (HALP) score functions as a comprehensive index that assesses the systemic inflammatory response, nutritional, and immune status. This study aimed to explore the relationship between preoperative HALP score and the prognosis of BC patients and to develop predictive nomograms.
methodsClinicopathological data were collected for BC patients who underwent mastectomy between December 2010 and April 2014 from Sun Yat-sen University Cancer Center. The optimal cutoff value for HALP was determined by maximally selected rank statistics for overall survival data. Propensity score matching (PSM) was applied to develop comparable cohorts of high-HALP group and low-HALP group. Kaplan-Meier curves and Cox regression analyses were performed to determine the impact of HALP on BC patients. Prognostic nomograms were developed based on the multivariate Cox regression method. Then, the concordance index (C-index), calibration plots, and decision curves analysis (DCA) were applied to evaluate the prognostic performance of the nomograms.
resultsA total of 1,856 patients were included as the primary cohort, and 1,470 patients were matched and considered as the PSM cohort. In the primary cohort, the 5-year overall survival (OS) and progression-free survival (PFS) rates for high-HALP group (≥ 47.89) and low-HALP group (< 47.89) were 94.4% vs. 91.0% (P = 0.005) and 87.8% vs. 82.1% (P = 0.005), respectively. Similar results were observed in PSM cohort (5-year OS, 94.3% vs. 90.8%, P = 0.015; 5-year PFS, 87.5% vs. 83.2%, P = 0.036). Notably, multivariate Cox regression analysis in the PSM cohort showed that HALP could independently predict BC patient prognosis in both OS (HR: 0.596, 95%CI [0.405-0.875], P = 0.008) and PFS (HR: 0.707, 95%CI [0.538-0.930], P = 0.013). OS and PFS nomograms showed excellent predictive performance with the C-indexes of 0.783 and 0.720, respectively. The calibration plots and DCA also indicated the good predictability of the nomograms. Finally, subgroup analysis further demonstrated a favorable impact of HALP on both OS and PFS.
conclusionPreoperative HALP score can be used as a reliable independent predictor of OS and PFS in BC patients, and the nomograms may provide a personalized treatment strategy.
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