Research Article

Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study

Volume: 39 Number: 2 May 21, 2026
EN

Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study

Abstract

Objective: The hemoglobin, albumin, lymphocyte, and platelet (HALP) score is an inflammation – and nutrition-based biomarker associated with prognosis in various malignancies. Its role in predicting post-chemotherapy recurrence in testicular germ cell tumors (TGCT) remains unclear. This study evaluated the prognostic value of the HALP score after cisplatin-based chemotherapy and its additional contribution beyond clinical staging. Patients and Methods: This retrospective cohort included 91 TGCT patients treated with orchiectomy and cisplatin-based chemotherapy between 2015 and 2023. Clinical, pathological, and hematologic data were collected. HALP, neutrophil-to-lymphocyte ratio (NLR), and systemic immune-inflammation index (SII) were calculated from pre-treatment laboratory values. Recurrence-free survival (RFS) was analyzed using Kaplan–Meier and Cox regression models. Receiver operating characteristic (ROC) analysis determined the optimal HALP cut-off. Results: Recurrence occurred in 14 patients (15.4%). Patients with recurrence had significantly lower baseline HALP scores. The optimal HALP cut-off was 53.615 (AUC=0.699). Higher HALP scores were associated with improved 3 – and 5-year RFS. HALP, NLR, SII, and advanced stage were significant in univariate analyses; however, only stage remained independently predictive in multivariate models. Conclusion: Lower pre-treatment HALP scores were associated with increased recurrence risk and inferior long-term RFS. HALP may provide complementary prognostic information within stage-defined groups.

Keywords

References

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Details

Primary Language

English

Subjects

Surgery (Other)

Journal Section

Research Article

Publication Date

May 21, 2026

Submission Date

January 8, 2026

Acceptance Date

January 20, 2026

Published in Issue

Year 2026 Volume: 39 Number: 2

APA
Kayar, K., Kayar, R., Karabay, E., Genc, B. B., Tosun, Ç., & Yücebaş, Ö. E. (2026). Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study. Marmara Medical Journal, 39(2), 85-91. https://doi.org/10.5472/marumj.1951401
AMA
1.Kayar K, Kayar R, Karabay E, Genc BB, Tosun Ç, Yücebaş ÖE. Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study. Marmara Med J. 2026;39(2):85-91. doi:10.5472/marumj.1951401
Chicago
Kayar, Kemal, Ridvan Kayar, Emre Karabay, Behlul Berk Genc, Çağatay Tosun, and Ömer Ergin Yücebaş. 2026. “Prognostic Utility of HALP Score in Predicting Post-Chemotherapy Recurrence in Testicular Cancer: A Retrospective Cohort Study”. Marmara Medical Journal 39 (2): 85-91. https://doi.org/10.5472/marumj.1951401.
EndNote
Kayar K, Kayar R, Karabay E, Genc BB, Tosun Ç, Yücebaş ÖE (May 1, 2026) Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study. Marmara Medical Journal 39 2 85–91.
IEEE
[1]K. Kayar, R. Kayar, E. Karabay, B. B. Genc, Ç. Tosun, and Ö. E. Yücebaş, “Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study”, Marmara Med J, vol. 39, no. 2, pp. 85–91, May 2026, doi: 10.5472/marumj.1951401.
ISNAD
Kayar, Kemal - Kayar, Ridvan - Karabay, Emre - Genc, Behlul Berk - Tosun, Çağatay - Yücebaş, Ömer Ergin. “Prognostic Utility of HALP Score in Predicting Post-Chemotherapy Recurrence in Testicular Cancer: A Retrospective Cohort Study”. Marmara Medical Journal 39/2 (May 1, 2026): 85-91. https://doi.org/10.5472/marumj.1951401.
JAMA
1.Kayar K, Kayar R, Karabay E, Genc BB, Tosun Ç, Yücebaş ÖE. Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study. Marmara Med J. 2026;39:85–91.
MLA
Kayar, Kemal, et al. “Prognostic Utility of HALP Score in Predicting Post-Chemotherapy Recurrence in Testicular Cancer: A Retrospective Cohort Study”. Marmara Medical Journal, vol. 39, no. 2, May 2026, pp. 85-91, doi:10.5472/marumj.1951401.
Vancouver
1.Kemal Kayar, Ridvan Kayar, Emre Karabay, Behlul Berk Genc, Çağatay Tosun, Ömer Ergin Yücebaş. Prognostic utility of HALP score in predicting post-chemotherapy recurrence in testicular cancer: A retrospective cohort study. Marmara Med J. 2026 May 1;39(2):85-91. doi:10.5472/marumj.1951401