已发表论文

肝细胞肝癌在低白蛋白-胆红素等级TACE联合消融患者中的复发:一种随机森林Cox预测模型

 

Authors Xiong Y, Qiao W , Mei T, Li K, Jin R, Zhang Y

Received 12 April 2024

Accepted for publication 6 June 2024

Published 8 July 2024 Volume 2024:11 Pages 1375—1388

DOI https://doi.org/10.2147/JHC.S465962

Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 3

Editor who approved publication: Dr Ahmed Kaseb

Yiqi Xiong,1,* Wenying Qiao,2,3,* Tingting Mei,1,* Kang Li,4 Ronghua Jin,2,3 Yonghong Zhang1 

1Interventional Therapy Center for Oncology, Beijing You’an Hospital, Capital Medical University, Beijing, 100069, People’s Republic of China; 2National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, 100015, People’s Republic of China; 3Changping Laboratory, Beijing, 102206, People’s Republic of China; 4Research center for biomedical Resources, Beijing You’an Hospital, Capital Medical University, Beijing, 100069, People’s Republic of China

*These authors contributed equally to this work

Correspondence: Yonghong Zhang, Interventional therapy center for oncology; Beijing You’an Hospital, Capital Medical University, 8 Xitoutiao, Youanmenwai Street, Fengtai District, Beijing, Tel +86-13810108505, Email zhangyh@ccmu.edu.cn Ronghua Jin, National center for infectious diseases, Beijing Ditan Hospital, Capital Medical University, 8 Jingshundong Street, Chaoyang District, Beijing, Tel +86-13811611118, Email ronghuajin@ccmu.edu.cn

Purpose: The aim of our study was to investigate the relationship between albumin-bilirubin (ALBI) grade and recurrence in patients who underwent TACE sequential ablation. We developed and validated a nomogram to predict low levels of ALBI patients’ recurrence.
Patients and Methods: A total of 880 patients undergoing TACE combined ablation at Beijing Youan Hospital from January 2014 to December 2021 were retrospectively enrolled, including 415 patients with L-ALBI (≤-2.6) and 465 patients with high levels (>-2.6) of ALBI (H-ALBI). L-ALBI patients were randomized in a 7:3 ratio into the training cohort (N=289) and validation cohort (N=126). Multivariate Cox regression followed by random survival forest was carried out to identify independent risk factors for prediction nomogram construction. An examination of nomogram accuracy was performed using the C-index, receiver operating characteristic (ROC), calibration curves, and decision curve analysis (DCA) curves. According to the nomogram, the patients were divided into low-risk, intermediate-risk, and high-risk groups. Kaplan-Meier (KM) curves were applied to compare the difference in recurrence-free survival (RFS) among the three groups.
Results: The median RFS in L-ALBI patients was significantly longer than the H-ALBI patients (40.8m vs 20.1m, HR:1.71, 95% CI:1.44– 2.04, P< 0.0001). The nomogram was composed of five variables, such as age, Barcelona Clinic Liver Cancer (BCLC) stage, globulin, gamma-glutamyl transferase to lymphocyte ratio (GLR), and international normalized ratio (INR). The C-index (0.722 and 0.731) and 1-, 3-, and 5-year AUCs (0.725, 0.803, 0.870, and 0.764, 0.816, 0.798) of the training and validation cohorts proved the good predictive performance of the nomogram. Calibration curves and DCA curves demonstrated good consistency and good clinical utility. There were significant differences in RFS between the low-risk, intermediate-risk, and high-risk groups (P< 0.0001).
Conclusion: L-ALBI Patients who underwent TACE combined ablation had better recurrence-free survival than patients with H-ALBI. The nomogram developed and validated in our study had good predictive ability in recurrence for L-ALBI patients.

Keywords: hepatocellular carcinoma, HCC, ablation, nomogram, recurrence, albumin-bilirubin, ALBI