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Original Research

Open Access

Association between the hemoglobin, albumin, lymphocyte, and platelet (HALP) score and erectile dysfunction in a clinical population: a cross-sectional study

Asociación entre la puntuación de hemoglobina, albúmina, linfocitos y plaquetas (HALP) y la disfunción eréctil en una población clínica: un estudio transversal

  • Salim Zengin1,*,
  • Abdullah Gul2
  • Caglar Boyaci3
  • Ahmet Olgun1

1Department of Urology, Yenikent State Hospital, 54050 Adapazari, Türkiye

2Department of Urology, Bursa Yuksek Ihtisas Training and Research Hospital, University of Health Sciences, 16310 Bursa, Türkiye

3Department of Urology, Darende Hulusi Efendi State Hospital, 44700 Darende, Türkiye

DOI: 10.22514/j.androl.2026.024 Vol.24,Issue 2,June 2026 pp.102-109

Submitted: 17 March 2026 Accepted: 13 May 2026

Published: 30 June 2026

*Corresponding Author(s): Salim Zengin E-mail: salim.zengin@saglik.gov.tr

Abstract

Background: The present study aimed to evaluate the association between the hemoglobin, albumin, lymphocyte, and platelet (HALP) score and erectile dysfunction (ED), as well as the severity of erectile dysfunction, in a clinical population. Methods: Patients presenting to the urology outpatient clinic were included, and erectile function was assessed using the International Index of Erectile Function (IIEF). Participants were grouped according to the presence of ED, and the HALP score was calculated from routine laboratory parameters. The association between the HALP score and ED was analyzed using multivariable logistic regression analysis, while correlation analysis was performed to evaluate the relationship between the HALP score and the IIEF erectile function score. Receiver operating characteristic (ROC) analysis was used to provide exploratory information regarding the ability of the HALP score to distinguish between patients with and without ED. Results: The HALP score was significantly lower in patients with ED and was found to be associated with ED after adjustment for relevant clinical variables. A strong positive correlation was observed between the HALP score and the IIEF erectile function score. ROC analysis suggested that the HALP score may have the ability to distinguish between patients with and without ED. Conclusions: These findings suggest that the HALP score may have potential clinical relevance as a complementary biomarker reflecting the inflammatory and metabolic background associated with ED; however, it should be considered a supportive tool rather than a diagnostic test. Further prospective and externally validated studies are warranted to confirm these findings.


Resumen

Antecedentes: El presente estudio tuvo como objetivo evaluar la asociación entre la puntuación de hemoglobina, albúmina, linfocitos y plaquetas (HALP) y la disfunción eréctil (DE), así como la gravedad de la función eréctil en una población clínica. Métodos: Se incluyeron pacientes que acudieron a la consulta externa de urología. La función eréctil se evaluó mediante el Índice Internacional de Función Eréctil (IIEF). Los participantes se agruparon según la presencia de DE, y la puntuación HALP se calculó a partir de parámetros de laboratorio rutinarios. La asociación entre el puntaje HALP y la DE se analizó mediante análisis de regresión logística multivariable, mientras que se realizó un análisis de correlación para evaluar la relación entre el puntaje HALP y la puntuación de función eréctil del IIEF. El análisis de la curva característica operativa del receptor (ROC) se utilizó para proporcionar información exploratoria sobre la capacidad del puntaje HALP para distinguir entre pacientes con y sin DE. Resultados: El puntaje HALP fue significativamente menor en pacientes con DE y se encontró asociado con la DE tras el ajuste por variables clínicas relevantes. Se observó una fuerte correlación positiva entre el puntaje HALP y la puntuación de función eréctil del IIEF. El análisis ROC sugirió que el puntaje HALP podría tener la capacidad de distinguir entre pacientes con y sin DE. Conclusiones: Estos hallazgos sugieren que el puntaje HALP puede tener una relevancia clínica potencial como biomarcador complementario que refleja el trasfondo inflamatorio y metabólico asociado con la DE; sin embargo, debe considerarse una herramienta de apoyo y no una prueba diagnóstica. Se requieren estudios prospectivos y con validación externa para confirmar estos hallazgos.


Keywords

Endothelial dysfunction; Erectile dysfunction; Inflammation; International index of erectile function


Palabras Clave

Disfunción endotelial; Disfunción eréctil; Inflamación; Índice internacional de función eréctil

Cite and Share

Salim Zengin,Abdullah Gul,Caglar Boyaci,Ahmet Olgun. Association between the hemoglobin, albumin, lymphocyte, and platelet (HALP) score and erectile dysfunction in a clinical population: a cross-sectional studyAsociación entre la puntuación de hemoglobina, albúmina, linfocitos y plaquetas (HALP) y la disfunción eréctil en una población clínica: un estudio transversal. Revista Internacional de Andrología. 2026. 24(2);102-109.

References

[1] NIH consensus conference. Impotence. NIH consensus development panel on impotence. JAMA. 1993; 270: 83–90.

[2] Nguyen HMT, Gabrielson AT, Hellstrom WJG. Erectile dysfunction in young men—a review of the prevalence and risk factors. Sexual Medicine Reviews. 2017; 5: 508–520.

[3] Gandaglia G, Briganti A, Jackson G, Kloner RA, Montorsi F, Montorsi P, et al. A systematic review of the association between erectile dysfunction and cardiovascular disease. European Urology. 2014; 65: 968–978.

[4] Feldman HA, Goldstein I, Hatzichristou DG, Krane RJ, McKinlay JB. Impotence and its medical and psychosocial correlates: results of the Massachusetts male aging study. Journal of Urology. 1994; 151: 54–61.

[5] Montorsi P, Montorsi F, Schulman CC. Is erectile dysfunction the “tip of the iceberg” of a systemic vascular disorder? European Urology. 2003; 44: 352–354.

[6] Vlachopoulos C, Jackson G, Stefanadis C, Montorsi P. Erectile dysfunction in the cardiovascular patient. European Heart Journal. 2013; 34: 2034–2046.

[7] Trepels T, Zeiher AM, Fichtlscherer S. The endothelium and inflammation. Endothelium. 2006; 13: 423–429.

[8] Ventimiglia E, Cazzaniga W, Pederzoli F, Frego N, Chierigo F, Capogrosso P, et al. The role of neutrophil-to-lymphocyte ratio in men with erectile dysfunction-preliminary findings of a real-life cross-sectional study. Andrology. 2018; 6: 559–563.

[9] Zhang Y, Feng X, Wu X, Zhang W, Dai Y, Jiang H, et al. A systematic review and meta-analysis of the relationship between erectile dysfunction and the neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios. Andrologia. 2022; 54: e14337.

[10] Demir S, Barlas IS. An independent indicator of erectile dysfunction is C-reactive protein/albumin ratio. Andrologia. 2021; 53: e14073.

[11] Xu H, Zheng X, Ai J, Yang L. Hemoglobin, albumin, lymphocyte, and platelet (HALP) score and cancer prognosis: a systematic review and meta-analysis of 13,110 patients. International Immunopharmacology. 2023; 114: 109496.

[12] Pan H, Lin S. Association of hemoglobin, albumin, lymphocyte, and platelet score with risk of cerebrovascular, cardiovascular, and all-cause mortality in the general population: results from the NHANES 1999–2018. Frontiers in Endocrinology. 2023; 14: 1173399.

[13] Ding R, Zeng Y, Wei Z, He Z, Jiang Z, Yu J, et al. The L-shape relationship between hemoglobin, albumin, lymphocyte, platelet score and the risk of diabetic retinopathy in the US population. Frontiers in Endocrinology. 2024; 15: 1356929.

[14] Don BR, Kaysen G. Serum albumin: relationship to inflammation and nutrition. Seminars in Dialysis. 2004; 17: 432–437.

[15] Forstermann U, Sessa WC. Nitric oxide synthases: regulation and function. European Heart Journal. 2012; 33: 829–837, 837a–837d.

[16] Burnett AL. Nitric oxide in the penis: physiology and pathology. Journal of Urology. 1997; 157: 320–324.

[17] Diaconu CC, Manea M, Marcu DR, Socea B, Spinu AD, Bratu OG. The erectile dysfunction as a marker of cardiovascular disease: a review. Acta Cardiologica. 2020; 75: 286–292.

[18] Chen D, Chen J, Zhou Q, Mi H, Liu G. Association of the hemoglobin, albumin, lymphocyte, and platelet score with the risk of erectile dysfunction: a cross-sectional study. Scientific Reports. 2024; 14: 15869.


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