The clinical efficiency of TACE combined with simultaneous computed tomography‐guided radiofrequency ablation for advanced hepatocellular carcinoma

et al. 2021

Front. Mol. Biosci.

Objective: The study aims to establish an magnetic resonance imaging radiomics signature-based nomogram for predicting the progression-free survival of intermediate and advanced hepatocellular carcinoma (HCC) patients treated with transcatheter arterial chemoembolization (TACE) plus radiofrequency ablationMaterials and Methods: A total of 113 intermediate and advanced HCC patients treated with TACE and RFA were eligible for this study. Patients were classified into a training cohort (n = 78 cases) and a validation cohort (n = 35 cases). Radiomics features were extracted from contrast-enhanced T1W images by analysis kit software. Dimension reduction was conducted to select optimal features using the least absolute shrinkage and selection operator (LASSO). A rad-score was calculated and used to classify the patients into high-risk and low-risk groups and further integrated into multivariate Cox analysis. Two prediction models based on radiomics signature combined with or without clinical factors and a clinical model based on clinical factors were developed. A nomogram comcined radiomics signature and clinical factors were established and the concordance index (C-index) was used for measuring discrimination ability of the model, calibration curve was used for measuring calibration ability, and decision curve and clinical impact curve are used for measuring clinical utility.Results: Eight radiomics features were selected by LASSO, and the cut-off of the Rad-score was 1.62. The C-index of the radiomics signature for PFS was 0.646 (95%: 0.582–0.71) in the training cohort and 0.669 (95% CI:0.572–0.766) in validation cohort. The median PFS of the low-risk group [30.4 (95% CI: 19.41–41.38)] months was higher than that of the high-risk group [8.1 (95% CI: 4.41–11.79)] months in the training cohort (log rank test, z = 16.58, p < 0.001) and was verified in the validation cohort. Multivariate Cox analysis showed that BCLC stage [hazard ratio (HR): 2.52, 95% CI: 1.42–4.47, p = 0.002], AFP level (HR: 2.01, 95% CI: 1.01–3.99 p = 0.046), time interval (HR: 0.48, 95% CI: 0.26–0.87, p = 0.016) and radiomics signature (HR 2.98, 95% CI: 1.60–5.51, p = 0.001) were independent prognostic factors of PFS in the training cohort. The C-index of the combined model in the training cohort was higher than that of clinical model for PFS prediction [0.722 (95% CI: 0.657–0.786) vs. 0.669 (95% CI: 0.657–0.786), p＜0.001]. Similarly, The C-index of the combined model in the validation cohort, was higher than that of clinical model [0.821 (95% CI: 0.726–0.915) vs. 0.76 (95% CI: 0.667–0.851), p = 0.004]. The calibration curve, decision curve and clinical impact curve showed that the nomogram can be used to accurately predict the PFS of patients.Conclusion: The radiomics signature was a prognostic risk factor, and a nomogram combined radiomics and clinical factors acts as a new strategy for predicted the PFS of intermediate and advanced HCC treated with TACE plus RFA.

Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

A Radiomics Signature-Based Nomogram to Predict the Progression-Free Survival of Patients With Hepatocellular Carcinoma After Transcatheter Arterial Chemoembolization Plus Radiofrequency Ablation

Fang

Lai

et al. 2021

Front. Mol. Biosci.

“…In recent years, clinical anti-angiogenesis therapy has been proved to be an effective treatment strategy for many human cancers, especially for HCC, a typical hypervascularized tumor. The standard therapeutic approach, transarterial chemoembolization (TACE), was now widely used in the treatment of HCC by emblazing the blood supply artery of liver cancer, resulting in tumor hypoxia and lack of nutrients, and finally inhibit the appreciation of tumor cells [39,40]. Although TACE can reduce the volume of primary liver cancer and improve the condition of patients in a short time, it will lead to increased metastasis of lymph nodes, lungs, and bones.…”

Section: Discussionmentioning

confidence: 99%

MYBL1 induces transcriptional activation of ANGPT2 to promote tumor angiogenesis and confer sorafenib resistance in human hepatocellular carcinoma

et al. 2022

Cell Death Dis

Angiogenesis is considered as an important process in tumor growth, metastasis of hepatocellular carcinoma (HCC) and associated with cancer progression, suggesting that an important research and development field of clinical molecular targeted drugs for HCC. However, the molecular mechanisms underlying tumor angiogenesis in HCC remains elusive. In the current study, we demonstrate that upregulation of AMYB proto-oncogene-like 1 (MYBL1) was associated with high endothelial vessel (EV) density and contributed to poor prognosis of HCC patient. Functionally, MYBL1 overexpressing enhanced the capacity of HCC cells to induce tube formation, migration of HUVECs, neovascularization in CAMs, finally, enhanced HCC cells metastasis, while silencing MYBL1 had the converse effect. Furthermore, HCC cells with high MYBL1 expression were more resistance to sorafenib treatment. We observed that CD31 staining was significantly increased in tumors formed by MYBL1-overexpressing cells but decreased in MYBL1-silenced tumors. Mechanistically, MYBL1 binds to the ANGPT2 promoter and transcriptionally upregulate ANGPT2 mRNA expression. Strikingly, treatment with monoclonal antibody against ANGPT2 significantly inhibited the growth of MYBL1-overexpressing tumors and efficiently impaired angiogenesis. Furthermore, the histone post-translational factors: protein arginine methyltransferase 5 (PRMT5), MEP50, and WDR5 were required for MYBL1-mediated ANGPT2 upregulation. Importantly, we confirmed the correlation between MYBL1 and ANGPT2 expression in a large cohort of clinical HCC samples and several published datasets in pancreatic cancer, esophageal carcinoma, stomach adenocarcinoma, and colon cancer. Our results demonstrate that MYBL1 upregulated the ANGPT2 expression, then induced angiogenesis and confer sorafenib resistance to HCC cells, and MYBL1 may represent a novel prognostic biomarker and therapeutic target for patients with HCC.

“…However, many researchers have reported that in patients with HCC, TACE therapy combined with RFA therapy is associated with significantly better long-term survival compared with TACE or RFA therapy alone [ 16 ]. Few studies have explored the characteristics of the better-prognosis and poor-prognosis populations of patients treated with the combination of TACE and RFA [ 17 – 19 ]. It is important to identify high-risk groups receiving combination therapy and to intervene accordingly.…”

Section: Introductionmentioning

confidence: 99%

Curative Analysis of Patients with Hepatocellular Carcinoma Using Transcatheter Arterial Chemoembolization Combined with Radiofrequency Ablation

Ren

et al. 2022

Med Sci Monit

Background Transcatheter arterial chemoembolization (TACE) combined with radiofrequency ablation (RFA) can improve the survival of patients with hepatocellular carcinoma (HCC). The purpose was to explore the characteristics of high-risk and low-risk groups of HCC patients receiving combination therapy using a decision tree model. Material/Methods This retrospective cohort study investigated HCC patients treated with a combination of TACE and RFA at our hospital from 2012 to 2018. Decision tree analysis was used to study the 1-year prognosis of patients, and patients were divided into high-risk and low-risk groups. Results We included a total of 142 patients with HCC, 21.83% female and 78.17% male, with the median age of 60 years old. The median follow-up was 13.5 months; 39.44% of patients had progressive disease or death (high-risk group) and 60.56% of patients did not have progressive disease or survival (low-risk group). The area under the curve (AUC) of the decision tree model was 0.846. There were significant differences in sex ( P =0.003), age ( P =0.038), tumor number ( P =0.043), number of RFAs in the first treatment cycle ( P <0.001), alanine transaminase (ALT) ( P <0.001), and aspartate transaminase (AST) ( P =0.041) between the high-risk and the low-risk groups. Risk of progressive disease or death in the high-risk group was 12.232 times higher than in the low-risk group. Conclusions To improve individual survival, clinicians should pay attention to the identification of high-risk HCC patients receiving combination therapy, especially those with less frequent use of RFA during the first treatment and higher ALT and AST levels.