The HALP Score and Its Association With Coronary Collateral Circulation Development in Chronic Total Occlusion Patients

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Main Authors: Cuma Süleymanoğlu, Fuat Polat, Emre Paçacı, Sait Terzi
Format: Artículo Open Access
Published: Wiley 2026
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author Cuma Süleymanoğlu
Fuat Polat
Emre Paçacı
Sait Terzi
author_facet Cuma Süleymanoğlu
Fuat Polat
Emre Paçacı
Sait Terzi
Cuma Süleymanoğlu
Fuat Polat
Emre Paçacı
Sait Terzi
collection Wiley Open Access
contents The HALP Score and Its Association With Coronary Collateral Circulation Development in Chronic Total Occlusion Patients Cuma Süleymanoğlu Fuat Polat Emre Paçacı Sait Terzi Catheterization and Cardiovascular Interventions ABSTRACT Background Coronary collateral circulation plays a crucial compensatory role in patients with chronic total occlusion (CTO) by providing alternative blood flow pathways. The HALP score (hemoglobin, albumin, lymphocyte, and platelet) integrates systemic inflammation and nutritional status, but its relationship with collateral development in CTO patients remains unexplored. Aims This study aimed to evaluate the association between HALP score and coronary collateral circulation quality assessed by Werner classification in CTO patients. Methods This retrospective cross‐sectional study included 240 consecutive CTO patients who underwent coronary angiography. HALP score was calculated using the formula: hemoglobin (g/L) × albumin (g/L) × lymphocytes (/μL)/platelets (/μL). Collateral circulation was graded using the Werner classification (CC0‐CC3), with good collateral defined as a CC score ≥ 2. Correlation analysis, ROC curve analysis, and multivariate logistic regression were performed to assess the relationship between HALP score and collateral circulation. Results The median HALP score was 4.20 (IQR: 2.68−5.68). A significant positive correlation was observed between HALP score and Werner grade ( r  = 0.807, p  < 0.001, R ² = 0.652). Median HALP scores increased progressively across Werner grades: CC0 (1.62), CC1 (3.20), CC2 (4.80), and CC3 (7.70). In multivariate analysis, the HALP score was significantly associated with good collateral circulation (OR: 3.762, 95% CI: 2.182−6.486, p  < 0.001). The optimal cutoff of 3.509 demonstrated good diagnostic performance with 90.7% sensitivity and 66.7% specificity (AUC: 0.885). Conclusions HALP score is significantly associated with coronary collateral circulation development in CTO patients. This simple, cost‐effective biomarker appears promising for risk stratification in this population based on this preliminary analysis, though prospective validation is needed before clinical application. 10.1002/ccd.70613 http://onlinelibrary.wiley.com/termsAndConditions#vor
doi_str_mv 10.1002/ccd.70613
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publishDate 2026
publisher Wiley
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spellingShingle The HALP Score and Its Association With Coronary Collateral Circulation Development in Chronic Total Occlusion Patients
Cuma Süleymanoğlu
Fuat Polat
Emre Paçacı
Sait Terzi
Catheterization and Cardiovascular Interventions
The HALP Score and Its Association With Coronary Collateral Circulation Development in Chronic Total Occlusion Patients Cuma Süleymanoğlu Fuat Polat Emre Paçacı Sait Terzi Catheterization and Cardiovascular Interventions ABSTRACT Background Coronary collateral circulation plays a crucial compensatory role in patients with chronic total occlusion (CTO) by providing alternative blood flow pathways. The HALP score (hemoglobin, albumin, lymphocyte, and platelet) integrates systemic inflammation and nutritional status, but its relationship with collateral development in CTO patients remains unexplored. Aims This study aimed to evaluate the association between HALP score and coronary collateral circulation quality assessed by Werner classification in CTO patients. Methods This retrospective cross‐sectional study included 240 consecutive CTO patients who underwent coronary angiography. HALP score was calculated using the formula: hemoglobin (g/L) × albumin (g/L) × lymphocytes (/μL)/platelets (/μL). Collateral circulation was graded using the Werner classification (CC0‐CC3), with good collateral defined as a CC score ≥ 2. Correlation analysis, ROC curve analysis, and multivariate logistic regression were performed to assess the relationship between HALP score and collateral circulation. Results The median HALP score was 4.20 (IQR: 2.68−5.68). A significant positive correlation was observed between HALP score and Werner grade ( r  = 0.807, p  < 0.001, R ² = 0.652). Median HALP scores increased progressively across Werner grades: CC0 (1.62), CC1 (3.20), CC2 (4.80), and CC3 (7.70). In multivariate analysis, the HALP score was significantly associated with good collateral circulation (OR: 3.762, 95% CI: 2.182−6.486, p  < 0.001). The optimal cutoff of 3.509 demonstrated good diagnostic performance with 90.7% sensitivity and 66.7% specificity (AUC: 0.885). Conclusions HALP score is significantly associated with coronary collateral circulation development in CTO patients. This simple, cost‐effective biomarker appears promising for risk stratification in this population based on this preliminary analysis, though prospective validation is needed before clinical application. 10.1002/ccd.70613 http://onlinelibrary.wiley.com/termsAndConditions#vor
title The HALP Score and Its Association With Coronary Collateral Circulation Development in Chronic Total Occlusion Patients
topic Catheterization and Cardiovascular Interventions
url https://onlinelibrary.wiley.com/doi/10.1002/ccd.70613