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World J Gastrointest Oncol. Sep 15, 2026; 18(9): 120863
Published online Sep 15, 2026. doi: 10.4251/wjgo.120863
Albumin-bilirubin score is a prognostic factor in hepatocellular carcinoma treated with transarterial radioembolization: A retrospective cohort study
Álvaro Suárez-Toribio, Ignacio López-Bueno, Javier Ampuero-Herrojo, Manuel Cabanillas-Casafranca, Álvaro Giráldez-Gallego, José Manuel Sousa-Martín, María Teresa Ferrer-Ríos, Department of Gastroenterology, Hospital Universitario Virgen del Rocio, Sevilla 41013, Andalusia, Spain
Juan Luis Tirado-Hospital, Department of Nuclear Medicine, Hospital Universitario Virgen del Rocio, Sevilla 41013, Andalusia, Spain
Álvaro Iglesias-López, Verónica Nacarino-Mejías, Department of Interventional Radiology, Hospital Universitario Virgen del Rocio, Sevilla 41013, Andalusia, Spain
ORCID number: Álvaro Suárez-Toribio (0009-0007-3397-1953); Javier Ampuero-Herrojo (0000-0002-8332-2122); Álvaro Giráldez-Gallego (0000-0001-6849-9272); José Manuel Sousa-Martín (0000-0002-8158-273X); Juan Luis Tirado-Hospital (0000-0001-9728-3980); María Teresa Ferrer-Ríos (0000-0003-3453-4038).
Co-corresponding authors: Álvaro Suárez-Toribio and María Teresa Ferrer-Ríos.
Author contributions: Suárez-Toribio A and Ferrer-Ríos MT contributed to conceptualization, data curation, formal analysis, investigation, visualization, writing of the original draft, and they contributed equally to this manuscript and are co-corresponding authors; López-Bueno I, Cabanillas-Casafranca M, Giráldez-Gallego Á, Sousa-Martín JM, Tirado-Hospital JL, Iglesias-López Á and Nacarino V, and Ferrer Ríos MT contributed to resources; Ampuero-Herrojo J contributed to validation; Ampuero-Herrojo J and Ferrer-Ríos MT contributed to methodology and supervision; Ampuero-Herrojo J, Giráldez-Gallego Á, Tirado-Hospital JL, and Iglesias-López Á contributed to writing, review and editing of the manuscript; Ferrer-Ríos MT was responsible for project administration. All authors have read and approved the final version of the manuscript.
AI contribution statement: The authors take full responsibility and accountability for all content of this manuscript. AI tools (specifically ChatGPT, OpenAI) were used solely as assistive technologies for language refinement and structural organization. All AI-assisted outputs were carefully reviewed, validated, and approved by the authors. AI tools were not used to generate original scientific data, perform independent scientific analyses, interpret results, or draw scientific conclusions.
Institutional review board statement: The study protocol was approved by the Research Ethics Committee of the Virgen Macarena-Virgen del Rocío University Hospitals (Approval No. SICEIA-2025-002463).
Informed consent statement: Given the retrospective nature of part of the study and the use of anonymized data, the requirement for informed consent was waived. Written informed consent was obtained from patients prospectively included in the registry.
Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article.
STROBE statement: The authors have read the STROBE Statement-checklist of items, and the manuscript was prepared and revised according to the STROBE Statement-checklist of items.
Data sharing statement: The datasets used and/or analyzed during the current study are not publicly available due to institutional policies but are available from the corresponding author on reasonable request. All data are anonymized, and the risk of identification is low.
Corresponding author: Álvaro Suárez-Toribio, Researcher, Department of Gastroenterology, Hospital Universitario Virgen del Rocio, Avenida Manuel Siurot, Sevilla 41013, Andalusia, Spain. alvarostoribio@gmail.com
Received: March 10, 2026
Revised: May 17, 2026
Accepted: June 15, 2026
Published online: September 15, 2026
Processing time: 183 Days and 17.2 Hours

Abstract
BACKGROUND

While selective internal radiation therapy (SIRT), also known as transarterial radioembolization, is an established treatment for hepatocellular carcinoma (HCC), prognostic stratification remains challenging.

AIM

To identify prognostic factors for survival in patients with HCC treated with SIRT.

METHODS

A retrospective, single-center study was conducted, which included 50 patients with HCC treated with SIRT between February 2016 and May 2024. Demographic, clinical, and tumor-related variables were analyzed, including liver function, tumor burden, treatment response, and adverse events. Kaplan-Meier analysis determined overall survival (OS) and progression-free survival, while Cox regression models assessed prognostic factors.

RESULTS

Median OS was 22 months, with significant differences according to liver function assessed by the albumin-bilirubin (ALBI) score. Patients with ALBI grade 1 had longer survival than those with grade 2 [25 months vs 10 months; hazard ratio (HR) = 2.67, 95% confidence interval (CI): 1.2-6.0; P = 0.017]. A complete radiological response was achieved in 26% of patients and a partial response in 42%. The median progression-free survival was 9 months, but it was significantly shorter for patients with satellite nodules compared to those without (3 vs 11; HR = 2.44, 95%CI: 1.13-5.26; P = 0.013). Multivariate analysis confirmed the ALBI score as an independent predictor of OS (HR = 2.42, 95%CI: 1.02-5.74; P = 0.045).

CONCLUSION

The ALBI score is a useful and objective prognostic tool in patients with HCC undergoing SIRT. Its use may improve patient selection and clinical decision-making.

Key Words: Hepatocellular carcinoma; Selective internal radiation therapy; Albumin-bilirubin score; Yttrium-90; Satellite nodules

Core Tip: Selective internal radiation therapy is an established treatment for hepatocellular carcinoma, but prognostic stratification remains challenging. In this real-world cohort, the albumin-bilirubin score emerged as a key factor associated with overall survival, compared with conventional clinical parameters. These findings confirm that albumin-bilirubin is a simple, objective tool for patient selection and risk stratification, which can improve treatment decisions for patients undergoing selective internal radiation therapy.


  • Citation: Suárez-Toribio Á, López-Bueno I, Ampuero-Herrojo J, Cabanillas-Casafranca M, Giráldez-Gallego Á, Sousa-Martín JM, Tirado-Hospital JL, Iglesias-López Á, Nacarino-Mejías V, Ferrer-Ríos MT. Albumin-bilirubin score is a prognostic factor in hepatocellular carcinoma treated with transarterial radioembolization: A retrospective cohort study. World J Gastrointest Oncol 2026; 18(9): 120863
  • URL: https://www.wjgnet.com/1948-5204/full/v18/i9/120863.htm
  • DOI: https://dx.doi.org/10.4251/wjgo.120863

INTRODUCTION

Hepatocellular carcinoma (HCC), the leading primary liver malignancy, typically develops within the context of cirrhosis[1]. Screening programs facilitate early detection, enabling curative options such as liver resection, transplantation, or ablation for Barcelona Clinic Liver Cancer (BCLC) stages 0-A, contingent on tumor burden (TB) and liver function. When these options are contraindicated or not feasible, locoregional therapies such as transarterial chemoembolization or selective internal radiation therapy (SIRT) may be used[2].

These established therapies for patients with intermediate-stage disease (BCLC-B) aim to manage disease progression and reduce TB. They serve to improve survival and potentially downstage patients, making them eligible for curative approaches. In this setting, meaningful complete response (CR) rates can be achieved. In advanced disease (BCLC-C), SIRT may represent an alternative for patients who are not candidates for systemic therapies[2,3].

Adequate liver function is essential for treatment eligibility. Within the BCLC staging system, the Child-Pugh (CP) score is the most frequently utilized tool, incorporating two clinical assessments (ascites and hepatic encephalopathy) alongside three laboratory parameters (bilirubin, albumin, and international normalized ratio).

Nonetheless, both CP and the model for end-stage liver disease score have limited prognostic accuracy for patients with preserved liver function. Clinical decompensation - marked by jaundice, ascites, or hepatic encephalopathy - signifies that liver function is already impaired. For patients with compensated liver disease, enhanced stratification is needed. In this context, the albumin-bilirubin (ALBI) score has gained increasing recognition, as it provides a more objective assessment of liver function and may improve the selection of candidates for locoregional therapies such as SIRT or transarterial chemoembolization.

MATERIALS AND METHODS
Study design

A retrospective, single-center study was conducted. All patients with HCC who underwent SIRT at our center from the introduction of the technique until May 2024 were included.

Patient selection

Patients were selected based on BCLC staging, which incorporates TB, liver function, and performance status. The analysis included all 50 patients who underwent the procedure during this period. In 2017, 3 patients were treated in the “STOP-HCC” clinical trial.

Variables and definitions

Baseline demographic, clinical, and tumor-related variables were analyzed, including liver disease etiology, liver function (assessed by CP and ALBI scores), TB, and alpha-fetoprotein levels. The ALBI score was calculated using the formula: (log10bilirubin × 0.66) + (albumin × -0.085), where bilirubin is expressed in μmol/L and albumin in g/L. Patients were classified as ALBI grade 1 (≤ -2.60), grade 2 (> -2.60 to ≤ -1.39), and grade 3 (> -1.39). TB was evaluated using the TB score, calculated as: TB score = [(maximum tumor diameter)2 + (number of tumors)2](1/2)[4]. The presence of satellite nodules (defined as one or more small tumor nodules located near the main tumor, usually within the same hepatic segment) and portal vein thrombosis (tumoral and non-tumoral) was also recorded. Treatment pathways before and after SIRT were documented.

Treatment procedure

Following our institutional protocol, SIRT was performed with yttrium-90 (Y-90) microspheres, preceded by a simulation scan using technetium-99m-labeled albumin macroaggregates approximately 14 days before treatment. This simulation was used to assess lung shunt fraction and evaluate extrahepatic tracer distribution, ensuring treatment safety. All procedures were performed with Y-90 glass microspheres (TheraSphere®; Boston Scientific, Marlborough, MA, United States), with Y-90 glass microsphere dosimetry calculated based on TB and liver volume according to standard manufacturer guidelines. Dosimetric data for 31 patients were available; however, due to missing data in the remaining cases, dosimetric variables were not analyzed in this study.

Follow-up and outcomes

Imaging with dynamic computed tomography or contrast-enhanced magnetic resonance imaging was used to assess treatment response 1 month after SIRT and then every 3 months during follow-up, with results classified as CR, partial response (PR), and stable disease or progression according to modified Response Evaluation Criteria in Solid Tumours criteria[5]. Early progression was defined as imaging evidence of disease advancement at the first check-up, 1 month after SIRT. Because SIRT often has a delayed effect, all patients received follow-up imaging within 3 months. This follow-up assessment confirmed and further characterized tumor responses, particularly for initial stable disease or PR, while also identifying delayed CRs. Accordingly, imaging within this 3-month period was used to define the initial treatment response (stable disease, PR, or CR), whereas early progression status was defined exclusively based on the first imaging assessment.

Follow-up analysis included overall survival (OS), progression-free survival (PFS), and type of progression (treated lesion, new intrahepatic, or extrahepatic). Adverse events (AEs) were recorded for 1-month post-treatment. To evaluate the learning curve and patient selection effects, the cohort was stratified by treatment date (before vs after January 2022). Twenty procedures were performed before January 2022, with thirty thereafter.

Statistical analyses

IBM SPSS Statistics version 21 (IBM Corp., Armonk, NY, United States) was used for data analysis. A descriptive analysis of the study variables was performed. Because the quantitative data did not follow a normal distribution (Kolmogorov-Smirnov test), variables are expressed as the medians and interquartile ranges (IQRs). Qualitative variables are presented as absolute frequencies and percentages. Factors associated with initial treatment response were analyzed using the χ2 test or Fisher’s exact test for qualitative variables and the Mann-Whitney U test for quantitative variables. Relative risks (RRs) were calculated using contingency tables and represent unadjusted estimates of association between baseline variables and early progression. OS was analyzed using the Kaplan-Meier method, and survival curves were plotted with 95% confidence intervals (CIs). The log-rank (Mantel-Cox) test was used to compare survival curves and determine statistically significant differences between groups. A Cox proportional hazards regression model was used to identify potential prognostic factors for survival, with results expressed as hazard ratios (HRs) with 95%CIs. Due to the limited number of events, variables were selected based on clinical relevance instead of statistical significance. To prevent overfitting, the model was adjusted only for BCLC stage, which is well-established as a key prognostic factor in HCC. P < 0.05 was considered statistically significant.

Ethical considerations

This study was conducted in accordance with the Declaration of Helsinki. Data were obtained from the RACH-001 regional registry, which was approved by the Research Ethics Committee of the Virgen Macarena-Virgen del Rocío University Hospitals (Approval No. SICEIA-2025-002463). Given the retrospective, anonymized nature of part of the study, the requirement for informed consent was waived for these patients; conversely, written informed consent was obtained from all, concurrently enrolled patients.

RESULTS
Demographics and clinical characteristics

Fifty patients received Y-90 microsphere SIRT during the study period; their characteristics are detailed in Table 1. The main etiology of liver disease was alcohol-related in 56% of cases, with 84% of patients presenting with advanced chronic liver disease. However, most patients maintained good function, with 86% classified as CP A and 68% as ALBI grade 1.

Table 1 Patient cohort characteristics, median (interquartile range)/n (%).
Variable
Patients (n = 50)
Age, years67 (60-77)
Sex (men)41 (82)
Smoking habit
    Smoker12 (24)
    Ex-smoker 27 (54)
    Never smoker11 (22)
Diabetes mellitus23 (46)
Obesity18 (36)
High blood pressure27 (54)
Etiology
    Viral12 (24)
    MASLD8 (16)
    Alcohol7 (14)
    MetALD7 (14)
    Alcohol + viral8 (16)
    MetALD + viral6 (12)
Advanced chronic liver disease42 (84)
Esophageal varices22 (44)
Child-Pugh A44 (86)
ALBI score - grade 134 (68)
Neoplastic disease

The median time from HCC diagnosis to SIRT was 7 months (IQR 4-14). Eighteen patients (36%) had received at least one prior treatment for HCC, including seven who received more than one, as detailed in the baseline characteristics in Table 2.

Table 2 Tumor disease characteristics, median (interquartile range)/n (%).
Variable
Patients (n = 50)
Previous treatments18 (36)
    TACE9 (18)
    Systemic therapy6 (12)
    Thermal ablation3 (6)
    Hepatectomy1 (2)
Unilobar hepatocellular carcinoma38 (76)
Satellite nodules16 (32)
Portal infiltration4 (8)
Maximum diameter of the main lesion, cm4.6 (3.5-6.6)
Number of HCC
    126 (52)
    27 (14)
    38 (16)
More than 39 (18)
Tumor burden score15.5 (4-7.1)
BCLC stage
    A15 (30)
    B32 (64)
    C3 (6)
AFP < 400 ng/mL, n (%)42 (84)
Initial response to SIRT

CR was achieved in 13 patients (26%), PR in 21 (42%), and stable disease in 3 (6%). Thirteen patients (26%) developed tumor progression. Early progression was more frequent in procedures performed before January 2022 (9/20 vs 4/30), with a RR of 1.58 (95%CI: 1.04-2.40; P = 0.015). No statistically significant associations were observed between baseline variables and early progression; however, ALBI score (RR = 2.48; 95%CI: 0.99-6.10; P = 0.055) and arterial hypertension (P = 0.053) showed similar non-significant results. TB was not significantly associated with early progression (Table 3). Initial radiological response was associated with both PFS and OS.

Table 3 Univariate analysis of predictors of early progression, median (interquartile range)/n (%).
Variable
Early progression
P value
Yes (n = 13)
No (n = 37)
Age, years66 (58-71)69 (60-77)0.382
SexMen12 (24)29 (58)0.25
Women1 (2)8 (16)
Diabetes mellitusNo9 (18)18 (36)0.17
Yes4 (8)19 (38)
ObesityNo9 (18)23 (46)0.458
Yes4 (8)14 (28)
Arterial hypertensionNo3 (6)20 (40)0.053
Yes10 (20)17 (34)
Viral etiologyNo8 (16)16 (32)0.208
Yes5 (10)21 (42)
MASLD etiologyNo8 (16)20 (40)0.446
Yes5 (10)17 (34)
Alcohol etiologyNo8 (16)14 (28)0.124
Yes5 (10)23 (46)
Advanced chronic liver diseaseNo2 (4)6 (12)0.659
Yes11 (22)31 (62)
ALBI score16 (12)28 (56)0.055
27 (14)9 (18)
Child-PughA57 (14)26 (52)0.322
A63 (6)7 (14)
B73 (6)4 (8)
Unilobar HCCNo4 (8)29 (58)0.376
Yes9 (18)8 (16)
Satellite nodulesNo7 (14)27 (54)0.176
Yes6 (12)10 (20)
Tumor burden score14.92 (3.93-6.10)6.26 (4.08-7.52)0.241
BCLC stageA4 (8)11 (22)0.949
B8 (16)24 (48)
C1 (2)2 (4)
AFP < 400 ng/mLNo11 (22)31 (62)0.659
Yes2 (4)6 (12)
Sample divisionBefore January 20229 (18)11 (22)0.015
After January 20224 (8)26 (52)
AEs attributable to the procedure

Eighteen patients (36%) experienced at least one AE in the month following treatment. The most common AE was asthenia, which occurred in 12 patients (24%), followed by abdominal pain (14%) and new-onset ascites (14%). Three cases of hepatic encephalopathy and two cases of radioembolization-induced liver disease (REILD) were also recorded. All cases were managed on an outpatient basis, without the need for hospitalization.

Subsequent treatments

While all patients received SIRT as a standalone locoregional treatment without concomitant systemic therapy, 48% (n = 24) required further treatment during follow-up. Among these, 22% (n = 11) received additional locoregional treatments - most commonly a second SIRT session (18%, n = 9), while others underwent thermal ablation (6%, n = 3), liver transplantation (6%, n = 3), or hepatectomy (n = 1). An additional 20% (n = 10) of the cohort later received systemic therapy following tumor progression, provided they maintained good liver function. However, subsequent treatment was not associated with OS, with a median of 25 months (95%CI: 19.8-30.2) for treated patients vs 22 months (95%CI: 12.6-31.4) for untreated patients (P = 0.25).

Follow-up

With a median follow-up of 14 months (IQR 7-22), 60% of patients (n = 30) experienced tumor progression, including 20 with progression of the treated lesion. Median PFS was 9 months (95%CI: 7-11). Kaplan-Meier analysis showed that the presence of satellite nodules was significantly associated with a shorter PFS (Figure 1). Regarding PFS based on initial response, patients who achieved a CR had a median PFS that was not reached (estimated at 33 months), significantly longer than the 11-month median PFS (95%CI: 8.7-13.3) for those patients with a PR (P < 0.001).

Figure 1
Figure 1 Kaplan-Meier curve of progression-free survival by presence of satellite nodules. A: Kaplan-Meier survival curve; B: Number of patients at risk at different time points. Median progression-free survival was longer in patients without satellite nodules [11 months; 95% confidence interval (CI): 7.3-14.7] than in those with satellite nodules (3 months; 95%CI: 0-7); hazard ratio 2.44 (95%CI: 1.13-5.26), P = 0.013.

Follow-up revealed a 50% mortality (n = 25), with most deaths resulting from liver dysfunction or disease progression. The median OS was 22 months (95%CI: 16.7-27.3; Figure 2). Among the liver function variables analyzed, only the ALBI score showed a significant association with OS (Figure 3), while CP and BCLC stages did not. This lack of significance may be due to 3 patients with preserved liver function (CP A) and low TB (BCLC A) who experienced shorter survival due to concomitant malignancies. In univariate Cox regression analysis, clinically relevant variables were evaluated. CP score (HR = 1.56, 95%CI: 0.93-2.62; P = 0.095), TB score (HR = 0.85, 95%CI: 0.70-1.03; P = 0.089), Alpha-fetoprotein levels (HR = 1.77, 95%CI: 0.70-4.53; P = 0.230), and the presence of satellite nodules (HR = 1.45, 95%CI: 0.65-3.23; P = 0.365) were not significantly associated with OS. Multivariate Cox regression analysis adjusted for BCLC stage (BCLC A vs BCLC B/C) was performed, as this variable integrates TB and liver function and is widely used for prognostic stratification in HCC. However, given the limited number of events, this analysis was restricted and should be interpreted with caution. In this model, ALBI grade remained associated with OS (HR = 2.42, 95%CI: 1.02-5.74; P = 0.045).

Figure 2
Figure 2 Kaplan-Meier curve of overall survival. Estimated median overall survival was 22 months (95% confidence interval: 16.7-27.3).
Figure 3
Figure 3 Kaplan-Meier curve of overall survival stratified by albumin-bilirubin score (grade 1 vs grade 2). A: Kaplan-Meier survival curve; B: Number of patients at risk at different time points. Patients with albumin-bilirubin grade 1 had a median overall survival of 25 months [95% confidence interval (CI): 20.2-29.8] compared with 10 months (95%CI: 2.8-17.2) in those with albumin-bilirubin grade 2; hazard ratio = 2.67 (95%CI: 1.2-6), P = 0.017. ALBI: Albumin-bilirubin.

Kaplan-Meier analysis showed that OS was significantly associated with initial radiological response, with a median survival of 17 months (95%CI: 6.3-27.7), 23 months (95%CI: 16-30), and 53 months (median not reached) in patients with progression, PR, and CR, respectively (P = 0.015). Subgroup analyses according to radiological response were not performed due to the limited number of patients in each subgroup, which would have reduced statistical reliability.

DISCUSSION

SIRT has demonstrated promising results in patients with HCC, both in intermediate and early stages. Our study included mainly patients with intermediate-stage disease, although 30% were in the early stage of BCLC. Previous studies have documented variable response rates. Muglia et al[6] reported a CR rate of 31% and PR rate of 38% in a cohort with moderate TB (42.3% single nodule, with a mean diameter of 65 mm).

In patients with early-stage disease, concomitant malignancies negatively influenced survival despite a low TB. By contrast, previous studies have shown excellent long-term outcomes with SIRT in carefully selected patients with early-stage HCC. For example, Lewandowski et al[7] reported high response rates and prolonged survival in patients with single tumors smaller than 5 cm.

Survival in HCC is influenced not only by TB but also by liver function. Because 80%-90% of HCC occurs in cirrhotic livers, a patient’s hepatic reserve often dictates OS more than tumor characteristics. Multiple studies, including those focused on patients receiving locoregional and systemic therapies, have demonstrated that the ALBI score is a more accurate prognostic factor for liver function in patients with HCC than the classic CP classification[8,9]. Regarding SIRT, Hickey et al[10] validated its prognostic utility in a North American cohort, whereas Demirtas et al[11] highlighted its utility for functional stratification. Several studies have consistently shown improved survival in patients with better ALBI grades after SIRT compared to those classified by CP[12,13]. Gui et al[14] demonstrated that patients with ALBI grade 1 experienced significantly better survival, highlighting the ALBI grade as a superior objective tool for assessing liver function compared to CP classification, which did not effectively differentiate outcomes.

Studies indicate that post-treatment toxicity, specifically the development of REILD, is more common in patients with pre-existing liver dysfunction, particularly those with CP ≥ B7[11]. A retrospective study highlighted the ALBI score’s ability to predict liver toxicity[15], supporting its role in selecting candidates for aggressive locoregional therapies such as SIRT. Nevertheless, the incidence of REILD (4%) in this study was low, precluding meaningful analysis of its association with the ALBI score.

Another noteworthy finding is that patients treated after January 2022 experienced lower initial progression rates than those treated before this date. These findings highlight the impact of the learning curve alongside improved patient selection, evidenced by the rise in BCLC A stage cases from 20% before January 2022 to 36.7% thereafter. Mosconi et al[16] reported a marked improvement in median OS between two treatment periods, which they attributed to improved technical experience, more rational dosimetry, and better patient selection for SIRT.

This study had several limitations. First, its retrospective single-center design and the absence of a control group limit the generalizability of the findings. In addition, the relatively small sample size and number of events may have reduced the statistical power and limited the ability to perform more comprehensive multivariate adjustments. Dosimetric data were available in only 31 patients (approximately 60% of the cohort) and were therefore not included in the analysis due to missing data. This represents a relevant limitation, as radiation dose is a key determinant of both treatment efficacy and liver toxicity. The absence of dosimetric information in a substantial proportion of patients may have influenced the observed outcomes and limit the interpretation of treatment response and survival results, potentially introducing selection bias. In addition, the relatively small sample size may have limited the statistical power of subgroup analyses, particularly those exploring the relationship between ALBI score and treatment-related toxicity such as REILD. With a median follow-up exceeding 1 year, these findings are preliminary and hypothesis-generating, rather than confirmatory. Therefore, larger, multicenter studies with systematic dosimetric data collection are needed to validate these findings and further clarify the prognostic role of treatment-related factors.

CONCLUSION

In this real-world cohort of patients with HCC treated with SIRT, the ALBI score effectively predicted OS, confirming its value as a simple, objective tool for prognostic stratification. The presence of satellite nodules was associated with PFS, highlighting the relevance of tumor-related features in disease progression. These findings highlight that careful patient selection is key to optimizing treatment outcomes. Further prospective studies with larger cohorts are warranted to validate these results.

ACKNOWLEDGEMENTS

The authors would like to thank the Hepatology Unit and the Interventional Radiology Unit at Virgen del Rocío Hospital for their collaboration in this study.

References
1.  Luo WL, Wang QB, Li YK, Liang YB, Li J, Chen XM, Lakang Y, Yang ZS, Zuo JX, Wang W, Li SX, Ke Y. Impact of Middle Hepatic Vein Resection During Hemihepatectomy on Surgical Outcomes and Long-Term Prognosis in Hepatocellular Carcinoma: A Retrospective Study. J Hepatocell Carcinoma. 2025;12:2681-2692.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in RCA: 43]  [Reference Citation Analysis (0)]
2.  Reig M, Sanduzzi-Zamparelli M, Forner A, Rimola J, Ferrer-Fàbrega J, Burrel M, Garcia-Criado Á, Díaz A, Llarch N, Iserte G, Mollà M, Kelley RK, Galle PR, Mazzaferro V, Salem R, Sangro B, Singal AG, Vogel A, Yanagihara TK, Ayuso C, Torres F, Bruix J. BCLC strategy for prognosis prediction and treatment recommendations: The 2026 update. J Hepatol. 2026;84:631-654.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 39]  [Cited by in RCA: 137]  [Article Influence: 137.0]  [Reference Citation Analysis (9)]
3.  Singal AG, Llovet JM, Yarchoan M, Mehta N, Heimbach JK, Dawson LA, Jou JH, Kulik LM, Agopian VG, Marrero JA, Mendiratta-Lala M, Brown DB, Rilling WS, Goyal L, Wei AC, Taddei TH. AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma. Hepatology. 2023;78:1922-1965.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 1428]  [Cited by in RCA: 1559]  [Article Influence: 519.7]  [Reference Citation Analysis (5)]
4.  Nandy K, Patkar S, Varty G, Shah T, Pawar A, Goel M. Tumor burden score as a prognostic factor in patients with intermediate and locally advanced hepatocellular carcinoma undergoing liver resection: an attempt to extend resectability criteria. HPB (Oxford). 2024;26:1180-1189.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in RCA: 3]  [Reference Citation Analysis (0)]
5.  Lencioni R, Llovet JM. Modified RECIST (mRECIST) assessment for hepatocellular carcinoma. Semin Liver Dis. 2010;30:52-60.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 3562]  [Cited by in RCA: 3559]  [Article Influence: 222.4]  [Reference Citation Analysis (15)]
6.  Muglia R, De Giorgio M, Marra P, Carbone FS, Dulcetta L, Prussia C, Loglio A, Ghirardi A, Grikke LA, Bianchi C, Poli GL, Gerali A, Erba PA, Sironi S, Fagiuoli S, Viganò M. Long-term outcomes of Yttrium-90 transarterial radioembolization for patients with hepatocellular carcinoma. Eur J Nucl Med Mol Imaging. 2025;52:3114-3124.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 8]  [Cited by in RCA: 8]  [Article Influence: 8.0]  [Reference Citation Analysis (3)]
7.  Lewandowski RJ, Gabr A, Abouchaleh N, Ali R, Al Asadi A, Mora RA, Kulik L, Ganger D, Desai K, Thornburg B, Mouli S, Hickey R, Caicedo JC, Abecassis M, Riaz A, Salem R. Radiation Segmentectomy: Potential Curative Therapy for Early Hepatocellular Carcinoma. Radiology. 2018;287:1050-1058.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 219]  [Cited by in RCA: 197]  [Article Influence: 24.6]  [Reference Citation Analysis (0)]
8.  Johnson PJ, Berhane S, Kagebayashi C, Satomura S, Teng M, Reeves HL, O'Beirne J, Fox R, Skowronska A, Palmer D, Yeo W, Mo F, Lai P, Iñarrairaegui M, Chan SL, Sangro B, Miksad R, Tada T, Kumada T, Toyoda H. Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach-the ALBI grade. J Clin Oncol. 2015;33:550-558.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 2296]  [Cited by in RCA: 2313]  [Article Influence: 210.3]  [Reference Citation Analysis (6)]
9.  Edeline J, Blanc JF, Johnson P, Campillo-Gimenez B, Ross P, Ma YT, King J, Hubner RA, Sumpter K, Darby S, Evans J, Iwuji C, Swinson D, Collins P, Patel K, Muazzam I, Palmer DH, Meyer T. A multicentre comparison between Child Pugh and Albumin-Bilirubin scores in patients treated with sorafenib for Hepatocellular Carcinoma. Liver Int. 2016;36:1821-1828.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 78]  [Cited by in RCA: 84]  [Article Influence: 8.4]  [Reference Citation Analysis (0)]
10.  Hickey R, Mouli S, Kulik L, Desai K, Thornburg B, Ganger D, Baker T, Abecassis M, Ralph Kallini J, Gabr A, Gates VL, Benson Iii AB, Lewandowski RJ, Salem R. Independent Analysis of Albumin-Bilirubin Grade in a 765-Patient Cohort Treated with Transarterial Locoregional Therapy for Hepatocellular Carcinoma. J Vasc Interv Radiol. 2016;27:795-802.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 53]  [Cited by in RCA: 64]  [Article Influence: 6.4]  [Reference Citation Analysis (0)]
11.  Demirtas CO, D'Alessio A, Rimassa L, Sharma R, Pinato DJ. ALBI grade: Evidence for an improved model for liver functional estimation in patients with hepatocellular carcinoma. JHEP Rep. 2021;3:100347.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 155]  [Cited by in RCA: 167]  [Article Influence: 33.4]  [Reference Citation Analysis (0)]
12.  Mohammadi H, Abuodeh Y, Jin W, Frakes J, Friedman M, Biebel B, Choi J, El-Haddad G, Kis B, Sweeney J, Hoffe S. Using the Albumin-Bilirubin (ALBI) grade as a prognostic marker for radioembolization of hepatocellular carcinoma. J Gastrointest Oncol. 2018;9:840-846.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 17]  [Cited by in RCA: 31]  [Article Influence: 3.9]  [Reference Citation Analysis (0)]
13.  Antkowiak M, Gabr A, Das A, Ali R, Kulik L, Ganger D, Moore C, Abecassis M, Katariya N, Mouli S, Mahalingam D, Lewandowski RJ, Salem R, Riaz A. Prognostic Role of Albumin, Bilirubin, and ALBI Scores: Analysis of 1000 Patients with Hepatocellular Carcinoma Undergoing Radioembolization. Cancers (Basel). 2019;11:879.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 26]  [Cited by in RCA: 55]  [Article Influence: 7.9]  [Reference Citation Analysis (0)]
14.  Gui B, Weiner AA, Nosher J, Lu SE, Foltz GM, Hasan O, Kim SK, Gendel V, Mani NB, Carpizo DR, Saad NE, Kennedy TJ, Zuckerman DA, Olsen JR, Parikh PJ, Jabbour SK. Assessment of the Albumin-Bilirubin (ALBI) Grade as a Prognostic Indicator for Hepatocellular Carcinoma Patients Treated With Radioembolization. Am J Clin Oncol. 2018;41:861-866.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 58]  [Cited by in RCA: 65]  [Article Influence: 8.1]  [Reference Citation Analysis (1)]
15.  Lescure C, Estrade F, Pedrono M, Campillo-Gimenez B, Le Sourd S, Pracht M, Palard X, Bourien H, Muzellec L, Uguen T, Rolland Y, Garin E, Edeline J. ALBI Score Is a Strong Predictor of Toxicity Following SIRT for Hepatocellular Carcinoma. Cancers (Basel). 2021;13:3794.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 23]  [Cited by in RCA: 24]  [Article Influence: 4.8]  [Reference Citation Analysis (0)]
16.  Mosconi C, Cappelli A, Pettinato C, Cocozza MA, Vara G, Terzi E, Morelli MC, Lodi Rizzini E, Renzulli M, Modestino F, Serenari M, Bonfiglioli R, Calderoni L, Tabacchi E, Cescon M, Morganti AG, Trevisani F, Piscaglia F, Fanti S, Strigari L, Cucchetti A, Golfieri R. Improved Survival after Transarterial Radioembolisation for Hepatocellular Carcinoma Gives the Procedure Added Value. J Clin Med. 2022;11:7469.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in RCA: 8]  [Reference Citation Analysis (0)]
Footnotes

Peer review: Externally peer reviewed.

Peer-review model: Single blind

Specialty type: Oncology

Country of origin: Spain

Peer-review report’s classification

Scientific quality: Grade A, Grade B, Grade C

Novelty: Grade A, Grade B, Grade C

Creativity or innovation: Grade B, Grade B, Grade C

Scientific significance: Grade B, Grade B, Grade C

P-Reviewer: Ke Y, Director, Professor, Researcher, China; Qin C, Associate Professor, Director, MD, PhD, China S-Editor: Zuo Q L-Editor: A P-Editor: Xu J

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