Efficacy of the HALP Score in Predicting Progression in Patients Undergoing Radical Cystectomy for Muscle Invasive Bladder Cancer
Year 2025,
Volume: 20 Issue: 3, 139 - 148, 20.10.2025
Ridvan Kayar
,
Kemal Kayar
,
İlker Artuk
,
Samet Demir
,
Emre Tokuç
,
Metin İshak Öztürk
Abstract
Objective: This study investigated the prognostic value of the HALP score, comprising haemoglobin, albumin, lymphocyte, and platelet parameters, on progression and progression-free survival (PFS) in patients undergoing radical cystectomy (RC) for non-metastatic muscle-invasive bladder cancer (MIBC).
Material and Methods: A retrospective analysis was conducted on 134 MIBC patients who underwent RC between February 2014 and January 2024. The HALP score was calculated using the formula: HALP = (haemoglobin × albumin × lymphocytes) / platelets. Associations between HALP score, clinicopathological parameters, progression, and PFS were assessed via Kaplan-Meier survival analysis, ROC curve analysis, and multivariate logistic regression.
Results: The median HALP score was significantly lower in patients with disease progression (29.19 [IQR: 19.17–41.81]) compared to those without progression (37.55 [IQR: 29.61–52.25]; p = 0.021). Patients with a HALP score <36.38 had a mean PFS of 68.8 months (95% CI: 52.6–85.1), compared to 82.4 months (95% CI: 66.5–98.2) in patients with a HALP score ≥36.38 (p=0.021). ROC analysis yielded an AUC of 0.619 (95% CI: 0.518–0.721) for predicting progression, with sensitivity and specificity of 54.9% and 55.4%, respectively. Perineural invasion (PNI) emerged as an independent prognostic factor for progression (OR=2.56, 95% CI: 1.011–6.482, p=0.047), and low preoperative albumin levels significantly increased progression risk (p=0.032).
Conclusions: Although the HALP score is a statistically significant prognostic marker for predicting progression in patients with MIBC, it has limited predictive power. Our results demonstrate the potential of the HALP score as a helpful tool in individualised treatment approaches. However, the prognostic value of the HALP score needs to be confirmed in prospective and multicentre studies in larger patient populations.
Ethical Statement
Our study was approved by the Scientific Research Ethics Committee of Haydarpaşa Numune Training and Research Hospital on December 17, 2024, with decision number HNEAH-GOAEK/KK/2024/159.
Supporting Institution
This research received no specific grant from any funding agency in the public, commercial,or not-for-profit sectors.
References
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2. Witjes JA, Bruins HM, Cathomas R, et al. European Association of Urology Guidelines on Muscle-invasive
and Metastatic Bladder Cancer: Summary of the 2020 Guidelines. Eur Urol. 2021;79(1):82-104. https://doi.org/10.1016/j.eururo.2020.03.055
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3. Alfred Witjes J, Max Bruins H, Carrión A, et al. European Association of Urology Guidelines on Muscleinvasive and Metastatic Bladder Cancer: Summary of the 2023 Guidelines [published correction appears in Eur Urol. 2024 Jun;85(6):e180. https://doi.org/10.1016/j.eururo.2024.03.002.]. Eur Urol. 2024;85(1):17-31. https://doi.org/10.1016/j.eururo.2023.08.016
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4. Mari A, Campi R, Tellini R, et al. Patterns and predictors of recurrence after open radical cystectomy for bladder cancer: a comprehensive review of the literature. World J Urol. 2018;36(2):157-170. https://doi.org/10.1007/s00345-017-2115-4
-
5. Xia L, Guzzo TJ. Preoperative Anemia and Low Hemoglobin Level Are Associated With Worse Clinical
Outcomes in Patients With Bladder Cancer Undergoing Radical Cystectomy: A Meta-Analysis. Clin Genitourin
Cancer. 2017;15(2):263-272.e4. https://doi.org/10.1016/j.clgc.2016.08.017
-
6. D’Andrea D, Moschini M, Gust KM, et al. Lymphocyteto-monocyte ratio and neutrophil-to-lymphocyte
ratio as biomarkers for predicting lymph node metastasis and survival in patients treated with radical
cystectomy. J Surg Oncol. 2017;115(4):455-461. https://doi.org/10.1002/jso.24521
-
7. Djaladat H, Bruins HM, Miranda G, Cai J, Skinner EC, Daneshmand S. The association of preoperative
serum albumin level and American Society of Anesthesiologists (ASA) score on early complications
and survival of patients undergoing radical cystectomy for urothelial bladder cancer. BJU Int. 2014;113(6):887-893. https://doi.org/10.1111/bju.12240
-
8. Farag CM, Antar R, Akosman S, Ng M, Whalen MJ. What is hemoglobin, albumin, lymphocyte, platelet
(HALP) score? A comprehensive literature review of HALP’s prognostic ability in different cancer
types. Oncotarget. 2023;14:153-172. Published 2023 Feb 25. https://doi.org/10.18632/oncotarget.28367
-
9. Coşkun A, Can U, Çanakçı C, Dinçer E. Examination of the Hemoglobin, Albumin, Lymphocyte, and
Platelet Score of Testicular Tumor: Comparison of Pre- and Postoperative and Non-Cancerous Patients.
J Urol Surg. 2024 Mar;11(1):19-24. doi:10.4274/jus.galenos.2023.2023-6-12.
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10. Karakiewicz PI, Shariat SF, Palapattu GS, et al. Nomogram for predicting disease recurrence after
radical cystectomy for transitional cell carcinoma of the bladder. J Urol. 2006;176(4 Pt 1):1354-1362. https://doi.org/10.1016/j.juro.2006.06.025
-
11. Lotan Y, Gupta A, Shariat SF, et al. Lymphovascular invasion is independently associated with overall
survival, cause-specific survival, and local and distant recurrence in patients with negative lymph nodes at
radical cystectomy. J Clin Oncol. 2005;23(27):6533-6539. https://doi.org/10.1200/JCO.2005.05.516
-
12. Xia L, Hu G, Guzzo TJ. Prognostic Significance of Preoperative Anemia in Patients Undergoing Surgery
for Renal Cell Carcinoma: A Meta-analysis. Anticancer Res. 2017;37(6):3175-3181.
https://doi.org/10.21873/anticanres.11677
-
13. Furrer MA, Fellmann A, Schneider MP, Thalmann GN, Burkhard FC, Wuethrich PY. Impact of Packed RedBlood Cells and Fresh Frozen Plasma Given During Radical Cystectomy and Urinary Diversion on Cancerrelated Outcome and Survival: An Observational Cohort Study. Eur Urol Focus. 2018;4(6):916-923. https://doi.org/10.1016/j.euf.2017.09.010.
-
14. Liu N, Liang H, Zhang RP, et al. Zhonghua Wei Chang Wai Ke Za Zhi. 2011;14(2):100-103.
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15. Miura K, Hamanaka K, Koizumi T, et al. Clinical significance of preoperative serum albumin level for
prognosis in surgically resected patients with nonsmall cell lung cancer: Comparative study of normal
lung, emphysema, and pulmonary fibrosis. Lung Cancer. 2017;111:88-95. https://doi.org/10.1016/j.lungcan.2017.07.003
-
16. Ekici O, Akgun U, Buyukdemirci E, et al. Association of hemoglobin, albumin, lymphocyte and platelet
(HALP) score with testicular tumor aggressiveness and prognosis. Urologia. Published online October 26, 2024.
https://doi.org/10.1177/03915603241292199
-
17. Zhao B, Guo H, Wu W, Duan G. Hemoglobin, albumin, lymphocyte and platelet (HALP) score can predict the
prognosis of patients with non-small cell lung cancer (NSCLC). Asian J Surg. 2023;46(11):4891-4892. https://doi.org/10.1016/j.asjsur.2023.05.152
-
18. Zhang D, Chen S, Cao W, Geng N, Feng C. HALP score based on hemoglobin, albumin, lymphocyte and
platelet can predict the prognosis of tongue squamous cell carcinoma patients. Heliyon. 2023;9(9):e20126.
Published 2023 Sep 13. https://doi.org/10.1016/j.heliyon.2023.e20126
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19. Zhang T, Liu W, Xu C. Correlation analysis of hemoglobin, albumin, lymphocyte, platelet score and
platelet to albumin ratio and prognosis in patients with lung adenosquamous carcinoma. Front Oncol.
2023;13:1166802. Published 2023 Sep 7. https://doi.org/10.3389/fonc.2023.1166802
-
20. Liu X, Qiu Z, Ndhlovu E, et al. Establishing and Externally Validating a Hemoglobin, Albumin,
Lymphocyte, and Platelet (HALP) Score-Based Nomogram for Predicting Early Recurrence in BCLC
Stage 0/A Hepatocellular Carcinoma Patients After Radical Liver Resection: A Multi-Center Study. J
Hepatocell Carcinoma. 2024;11:1127-1141. Published 2024 Jun 14. https://doi.org/10.2147/JHC.S465670
-
21. Wang J, Jiang P, Huang Y, et al. Prognostic Value of the Cutoffs for HALP in Endometrial Cancer. Am J
Clin Oncol. 2023;46(3):107-113. https://doi.org/10.1097/COC.0000000000000977
-
22. Zhao Z, Yin XN, Wang J, Chen X, Cai ZL, Zhang B. Prognostic significance of hemoglobin, albumin,
lymphocyte, platelet in gastrointestinal stromal tumors: A propensity matched retrospective cohort study. World J Gastroenterol. 2022;28(27):3476-3487. https://doi.org/10.3748/wjg.v28.i27.3476
-
23. Jiang P, Kong W, Gong C, Chen Y, Li F, Xu L, et al. Predicting the Recurrence of Operable Cervical
Cancer Patients Based on Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score and Classical
Clinicopathological Parameters. J Inflamm Res.2022;15:5265-81.
Kas İnvaziv Mesane Kanseri Nedeniyle Radikal Sistektomi Uygulanan Hastalarda HALP Skorunun Progresyonu Öngörmedeki Etkinliği
Year 2025,
Volume: 20 Issue: 3, 139 - 148, 20.10.2025
Ridvan Kayar
,
Kemal Kayar
,
İlker Artuk
,
Samet Demir
,
Emre Tokuç
,
Metin İshak Öztürk
Abstract
Amaç
Bu çalışmada, metastatik olmayan kas invaziv mesane kanseri (KİMK) nedeniyle radikal sistektomi (RS) uygulanan hastalarda hemoglobin, albümin, lenfosit ve trombosit parametrelerinden oluşan HALP skorunun progresyon ve progresyonsuz sağkalım (PFS) üzerindeki prognostik değeri araştırıldı.
Yöntemler:
Şubat 2014 ve Ocak 2024 tarihleri arasında RS uygulanan 134 KİMK hastası üzerinde retrospektif bir analiz yapıldı. HALP skoru şu formül kullanılarak hesaplandı: HALP = (hemoglobin × albümin × lenfositler) / trombositler. HALP skoru, klinikopatolojik parametreler, progresyon ve PFS arasındaki ilişkiler Kaplan-Meier sağkalım analizi, ROC eğrisi analizi ve çok değişkenli lojistik regresyon ile değerlendirilmiştir.
Bulgular:
Ortalama HALP skoru 39.83 ± 22.54 idi. HALP skoru <36.38 olan hastalarda ortalama PFS 68.8 ay (%95 GA: 52.6-85.1) iken, HALP skoru ≥36.38 olan hastalarda 82.4 ay (%95 GA: 66.5-98.2) idi (p=0.021). ROC analizi, progresyonu öngörmek için sırasıyla %54,9 ve %55,4 duyarlılık ve özgüllük ile 0,619 AUC (%95 CI: 0,518-0,721) vermiştir. Perinöral invazyon (PNİ) progresyon için bağımsız bir prognostik faktör olarak ortaya çıkmıştır (OR=2.56, %95 GA: 1.011-6.482, p=0.047) ve düşük preoperatif albümin düzeyleri progresyon riskini önemli ölçüde artırmıştır (p=0.032).
Sonuçlar:
HALP skoru KİMK'li hastalarda progresyonu öngörmede istatistiksel olarak anlamlı bir prognostik belirteç olmasına rağmen, sınırlı tahmin gücüne sahiptir. Sonuçlarımız, HALP skorunun bireyselleştirilmiş tedavi yaklaşımlarında yardımcı bir araç olma potansiyelini göstermektedir. Bununla birlikte, HALP skorunun prognostik değerinin daha geniş hasta popülasyonlarında prospektif ve çok merkezli çalışmalarla doğrulanması gerekmektedir.
References
-
1. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394-424. https://doi.org/10.3322/caac.21492
-
2. Witjes JA, Bruins HM, Cathomas R, et al. European Association of Urology Guidelines on Muscle-invasive
and Metastatic Bladder Cancer: Summary of the 2020 Guidelines. Eur Urol. 2021;79(1):82-104. https://doi.org/10.1016/j.eururo.2020.03.055
-
3. Alfred Witjes J, Max Bruins H, Carrión A, et al. European Association of Urology Guidelines on Muscleinvasive and Metastatic Bladder Cancer: Summary of the 2023 Guidelines [published correction appears in Eur Urol. 2024 Jun;85(6):e180. https://doi.org/10.1016/j.eururo.2024.03.002.]. Eur Urol. 2024;85(1):17-31. https://doi.org/10.1016/j.eururo.2023.08.016
-
4. Mari A, Campi R, Tellini R, et al. Patterns and predictors of recurrence after open radical cystectomy for bladder cancer: a comprehensive review of the literature. World J Urol. 2018;36(2):157-170. https://doi.org/10.1007/s00345-017-2115-4
-
5. Xia L, Guzzo TJ. Preoperative Anemia and Low Hemoglobin Level Are Associated With Worse Clinical
Outcomes in Patients With Bladder Cancer Undergoing Radical Cystectomy: A Meta-Analysis. Clin Genitourin
Cancer. 2017;15(2):263-272.e4. https://doi.org/10.1016/j.clgc.2016.08.017
-
6. D’Andrea D, Moschini M, Gust KM, et al. Lymphocyteto-monocyte ratio and neutrophil-to-lymphocyte
ratio as biomarkers for predicting lymph node metastasis and survival in patients treated with radical
cystectomy. J Surg Oncol. 2017;115(4):455-461. https://doi.org/10.1002/jso.24521
-
7. Djaladat H, Bruins HM, Miranda G, Cai J, Skinner EC, Daneshmand S. The association of preoperative
serum albumin level and American Society of Anesthesiologists (ASA) score on early complications
and survival of patients undergoing radical cystectomy for urothelial bladder cancer. BJU Int. 2014;113(6):887-893. https://doi.org/10.1111/bju.12240
-
8. Farag CM, Antar R, Akosman S, Ng M, Whalen MJ. What is hemoglobin, albumin, lymphocyte, platelet
(HALP) score? A comprehensive literature review of HALP’s prognostic ability in different cancer
types. Oncotarget. 2023;14:153-172. Published 2023 Feb 25. https://doi.org/10.18632/oncotarget.28367
-
9. Coşkun A, Can U, Çanakçı C, Dinçer E. Examination of the Hemoglobin, Albumin, Lymphocyte, and
Platelet Score of Testicular Tumor: Comparison of Pre- and Postoperative and Non-Cancerous Patients.
J Urol Surg. 2024 Mar;11(1):19-24. doi:10.4274/jus.galenos.2023.2023-6-12.
-
10. Karakiewicz PI, Shariat SF, Palapattu GS, et al. Nomogram for predicting disease recurrence after
radical cystectomy for transitional cell carcinoma of the bladder. J Urol. 2006;176(4 Pt 1):1354-1362. https://doi.org/10.1016/j.juro.2006.06.025
-
11. Lotan Y, Gupta A, Shariat SF, et al. Lymphovascular invasion is independently associated with overall
survival, cause-specific survival, and local and distant recurrence in patients with negative lymph nodes at
radical cystectomy. J Clin Oncol. 2005;23(27):6533-6539. https://doi.org/10.1200/JCO.2005.05.516
-
12. Xia L, Hu G, Guzzo TJ. Prognostic Significance of Preoperative Anemia in Patients Undergoing Surgery
for Renal Cell Carcinoma: A Meta-analysis. Anticancer Res. 2017;37(6):3175-3181.
https://doi.org/10.21873/anticanres.11677
-
13. Furrer MA, Fellmann A, Schneider MP, Thalmann GN, Burkhard FC, Wuethrich PY. Impact of Packed RedBlood Cells and Fresh Frozen Plasma Given During Radical Cystectomy and Urinary Diversion on Cancerrelated Outcome and Survival: An Observational Cohort Study. Eur Urol Focus. 2018;4(6):916-923. https://doi.org/10.1016/j.euf.2017.09.010.
-
14. Liu N, Liang H, Zhang RP, et al. Zhonghua Wei Chang Wai Ke Za Zhi. 2011;14(2):100-103.
-
15. Miura K, Hamanaka K, Koizumi T, et al. Clinical significance of preoperative serum albumin level for
prognosis in surgically resected patients with nonsmall cell lung cancer: Comparative study of normal
lung, emphysema, and pulmonary fibrosis. Lung Cancer. 2017;111:88-95. https://doi.org/10.1016/j.lungcan.2017.07.003
-
16. Ekici O, Akgun U, Buyukdemirci E, et al. Association of hemoglobin, albumin, lymphocyte and platelet
(HALP) score with testicular tumor aggressiveness and prognosis. Urologia. Published online October 26, 2024.
https://doi.org/10.1177/03915603241292199
-
17. Zhao B, Guo H, Wu W, Duan G. Hemoglobin, albumin, lymphocyte and platelet (HALP) score can predict the
prognosis of patients with non-small cell lung cancer (NSCLC). Asian J Surg. 2023;46(11):4891-4892. https://doi.org/10.1016/j.asjsur.2023.05.152
-
18. Zhang D, Chen S, Cao W, Geng N, Feng C. HALP score based on hemoglobin, albumin, lymphocyte and
platelet can predict the prognosis of tongue squamous cell carcinoma patients. Heliyon. 2023;9(9):e20126.
Published 2023 Sep 13. https://doi.org/10.1016/j.heliyon.2023.e20126
-
19. Zhang T, Liu W, Xu C. Correlation analysis of hemoglobin, albumin, lymphocyte, platelet score and
platelet to albumin ratio and prognosis in patients with lung adenosquamous carcinoma. Front Oncol.
2023;13:1166802. Published 2023 Sep 7. https://doi.org/10.3389/fonc.2023.1166802
-
20. Liu X, Qiu Z, Ndhlovu E, et al. Establishing and Externally Validating a Hemoglobin, Albumin,
Lymphocyte, and Platelet (HALP) Score-Based Nomogram for Predicting Early Recurrence in BCLC
Stage 0/A Hepatocellular Carcinoma Patients After Radical Liver Resection: A Multi-Center Study. J
Hepatocell Carcinoma. 2024;11:1127-1141. Published 2024 Jun 14. https://doi.org/10.2147/JHC.S465670
-
21. Wang J, Jiang P, Huang Y, et al. Prognostic Value of the Cutoffs for HALP in Endometrial Cancer. Am J
Clin Oncol. 2023;46(3):107-113. https://doi.org/10.1097/COC.0000000000000977
-
22. Zhao Z, Yin XN, Wang J, Chen X, Cai ZL, Zhang B. Prognostic significance of hemoglobin, albumin,
lymphocyte, platelet in gastrointestinal stromal tumors: A propensity matched retrospective cohort study. World J Gastroenterol. 2022;28(27):3476-3487. https://doi.org/10.3748/wjg.v28.i27.3476
-
23. Jiang P, Kong W, Gong C, Chen Y, Li F, Xu L, et al. Predicting the Recurrence of Operable Cervical
Cancer Patients Based on Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score and Classical
Clinicopathological Parameters. J Inflamm Res.2022;15:5265-81.