TY - JOUR
T1 - Factors affecting overall survival and disease-free survival after surgery for hepatocellular carcinoma
T2 - a nomogram-based prognostic model—a Western European multicenter study
AU - Masuda, Yoshio
AU - Yeo, Mark Hao Xuan
AU - Burdio, Fernando
AU - Sanchez-Velazquez, Patricia
AU - Perez-Xaus, Marc
AU - Pelegrina, Amalia
AU - Koh, Ye Xin
AU - Di Martino, Marcello
AU - Goh, Brian K.P.
AU - Tan, Ek Khoon
AU - Teo, Jin Yao
AU - Romano, Fabrizio
AU - Famularo, Simone
AU - Ferrari, Cecilia
AU - Griseri, Guido
AU - Piardi, Tullio
AU - Sommacale, Daniele
AU - Gianotti, Luca
AU - Molfino, Sarah
AU - Baiocchi, Gianluca
AU - Ielpo, Benedetto
N1 - Publisher Copyright:
© 2023, Italian Society of Surgery (SIC).
PY - 2024/1
Y1 - 2024/1
N2 - Few studies have assessed the clinical implications of the combination of different prognostic indicators for overall survival (OS) and disease-free survival (DFS) of resected hepatocellular carcinoma (HCC). This study aimed to evaluate the prognostic factors in HCC patients for OS and DFS outcomes and establish a nomogram-based prognostic model to predict the DFS of HCC. A multicenter, retrospective European study was conducted through the collection of data on 413 consecutive treated patients with a first diagnosis of HCC between January 2010 and December 2020. Univariate and multivariate Cox regression analyses were performed to identify all independent risk factors for OS and DFS outcomes. A nomogram prognostic staging model was subsequently established for DFS and its precision was verified internally by the concordance index (C-Index) and externally by calibration curves. For OS, multivariate Cox regression analysis indicated Child–Pugh B7 score (HR 4.29; 95% CI 1.74–10.55; p = 0.002) as an independent prognostic factor, along with Barcelona Clinic Liver Cancer (BCLC) stage ≥ B (HR 1.95; 95% CI 1.07–3.54; p = 0.029), microvascular invasion (MVI) (HR 2.54; 95% CI 1.38–4.67; p = 0.003), R1/R2 resection margin (HR 1.57; 95% CI 0.85–2.90; p = 0.015), and Clavien–Dindo Grade 3 or more (HR 2.73; 95% CI 1.44–5.18; p = 0.002). For DFS, multivariate Cox regression analysis indicated BCLC stage ≥ B (HR 2.15; 95% CI 1.34–3.44; p = 0.002) as an independent prognostic factor, along with multiple nodules (HR 2.04; 95% CI 1.25–3.32; p = 0.004), MVI (HR 1.81; 95% CI 1.19–2.75; p = 0.005), satellite nodules (HR 1.63; 95% CI 1.09–2.45; p = 0.018), and R1/R2 resection margin (HR 3.39; 95% CI 2.19–5.25; < 0.001). The C-Index of the nomogram, tailored based on the previous significant factors, showed good accuracy (0.70). Internal and external calibration curves for the probability of DFS rate showed optimal consistency and fit well between the nomogram-based prediction and actual observations. MVI and R1/R2 resection margins should be considered as significant OS and DFS predictors, while satellite nodules should be included as a significant DFS predictor. The nomogram-based prognostic model for DFS provides a more effective prognosis assessment for resected HCC patients, allowing for individualized treatment plans.
AB - Few studies have assessed the clinical implications of the combination of different prognostic indicators for overall survival (OS) and disease-free survival (DFS) of resected hepatocellular carcinoma (HCC). This study aimed to evaluate the prognostic factors in HCC patients for OS and DFS outcomes and establish a nomogram-based prognostic model to predict the DFS of HCC. A multicenter, retrospective European study was conducted through the collection of data on 413 consecutive treated patients with a first diagnosis of HCC between January 2010 and December 2020. Univariate and multivariate Cox regression analyses were performed to identify all independent risk factors for OS and DFS outcomes. A nomogram prognostic staging model was subsequently established for DFS and its precision was verified internally by the concordance index (C-Index) and externally by calibration curves. For OS, multivariate Cox regression analysis indicated Child–Pugh B7 score (HR 4.29; 95% CI 1.74–10.55; p = 0.002) as an independent prognostic factor, along with Barcelona Clinic Liver Cancer (BCLC) stage ≥ B (HR 1.95; 95% CI 1.07–3.54; p = 0.029), microvascular invasion (MVI) (HR 2.54; 95% CI 1.38–4.67; p = 0.003), R1/R2 resection margin (HR 1.57; 95% CI 0.85–2.90; p = 0.015), and Clavien–Dindo Grade 3 or more (HR 2.73; 95% CI 1.44–5.18; p = 0.002). For DFS, multivariate Cox regression analysis indicated BCLC stage ≥ B (HR 2.15; 95% CI 1.34–3.44; p = 0.002) as an independent prognostic factor, along with multiple nodules (HR 2.04; 95% CI 1.25–3.32; p = 0.004), MVI (HR 1.81; 95% CI 1.19–2.75; p = 0.005), satellite nodules (HR 1.63; 95% CI 1.09–2.45; p = 0.018), and R1/R2 resection margin (HR 3.39; 95% CI 2.19–5.25; < 0.001). The C-Index of the nomogram, tailored based on the previous significant factors, showed good accuracy (0.70). Internal and external calibration curves for the probability of DFS rate showed optimal consistency and fit well between the nomogram-based prediction and actual observations. MVI and R1/R2 resection margins should be considered as significant OS and DFS predictors, while satellite nodules should be included as a significant DFS predictor. The nomogram-based prognostic model for DFS provides a more effective prognosis assessment for resected HCC patients, allowing for individualized treatment plans.
KW - HCC
KW - Hepatocellular carcinoma
KW - Liver surgery
KW - Nomogram
UR - http://www.scopus.com/inward/record.url?scp=85174167681&partnerID=8YFLogxK
U2 - 10.1007/s13304-023-01656-8
DO - 10.1007/s13304-023-01656-8
M3 - Article
SN - 2038-131X
VL - 76
SP - 57
EP - 69
JO - Updates in Surgery
JF - Updates in Surgery
IS - 1
ER -