Skip to main content
Journal of Interventional Medicine logoLink to Journal of Interventional Medicine
. 2023 Oct 18;6(4):160–169. doi: 10.1016/j.jimed.2023.10.004

Mechanisms and therapeutic strategies to combat the recurrence and progression of hepatocellular carcinoma after thermal ablation

Feilong Ye 1,1, Lulu Xie 1,1, Licong Liang 1,1, Zhimei Zhou 1, Siqin He 1, Rui Li 1, Liteng Lin 1,∗∗, Kangshun Zhu 1,
PMCID: PMC10831380  PMID: 38312128

Abstract

Thermal ablation (TA), including radiofrequency ablation (RFA) and microwave ablation (MWA), has become the main treatment for early-stage hepatocellular carcinoma (HCC) due to advantages such as safety and minimal invasiveness. However, HCC is prone to local recurrence, with more aggressive malignancies after TA closely related to TA-induced changes in epithelial-mesenchymal transition (EMT) and remodeling of the tumor microenvironment (TME). According to many studies, various components of the TME undergo complex changes after TA, such as the recruitment of innate and adaptive immune cells, the release of tumor-associated antigens (TAAs) and various cytokines, the formation of a hypoxic microenvironment, and tumor angiogenesis. Changes in the TME after TA can partly enhance the anti-tumor immune response; however, this response is weak to kill the tumor completely. Certain components of the TME can induce an immunosuppressive microenvironment through complex interactions, leading to tumor recurrence and progression. How the TME is remodeled after TA and the mechanism by which the TME promotes HCC recurrence and progression are unclear. Thus, in this review, we focused on these issues to highlight potentially effective strategies for reducing and preventing the recurrence and progression of HCC after TA.

Keywords: Hepatocellular carcinoma, Thermal ablation, Microenvironment, Recurrence and progression, Therapeutic strategies

1. Introduction

Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related deaths worldwide, with a 5-year survival rate of approximately 18%.1 As a result, HCC treatment remains a major global health challenge. Thermal ablation (TA) is a well-known radical treatment for early-stage HCC. Compared to hepatectomy and liver transplantation, TA is associated with minimal invasion, safety, and rapid recovery. For patients with a small single HCC, TA has similar efficacy to surgical resection.2 However, recent clinical data suggest that HCC recurs in a few patients after TA, and malignant transformation (e.g., sarcomatoid transformation3) may occur, causing significant enhancements in proliferation, invasion, and metastatic potential.4,5 Therefore, the potential mechanism of HCC progression after TA has been gradually explored.

According to recent studies, the main macroscopic cause of local HCC recurrence after TA is incomplete TA of the primary HCC.6 Incomplete TA can lead to residual tumor recurrence in different ways, as described below: (1) The temperature of the ablation zone exhibits a gradient distribution and can be divided into three zones (Fig. 1): the core ablation zone higher than 60 ​°C, in which the tumor suffers from coagulation necrosis7,8; the transition zone between 43 ​°C and 50 ​°C, in which tumor cells are subjected to sublethal heat stress (SHS) and prone to residual disease and tumor recurrence9; and the surrounding liver tissue at normal temperature. (2) A significant heat sink effect exists during radiofrequency ablation (RFA) of HCC around large blood vessels, resulting in a local sublethal temperature that cannot completely kill the tumor.10 A study revealed that the presence of vessels at least 3 ​mm in size adjacent to hepatic tumors is an independent predictor of incomplete radiofrequency ablation (IRFA).11 (3) Tumor cells attached to the ablation needles may metastasize along the track.12

Fig. 1.

Fig. 1

Temperature gradient distribution in the ablation zone.

At the microscopic level, in addition to malignant transformation of the biological behavior of residual HCC cells (e.g., epithelial-mesenchymal transition [EMT]13 and enhancement of stemness14,15), TA causes remodeling of the tumor microenvironment (TME) and its interaction with residual HCC cells.16 In this review, we aimed to summarize how the TME is remodeled after TA and the mechanisms by which TA promotes HCC recurrence and progression. In addition, we highlighted the therapeutic strategies expected to be translated into clinical practice.

2. Remodeling of the HCC microenvironment after TA and relevant mechanisms in the promotion of tumor recurrence and progression

2.1. Thermal ablation and tumor microenvironment

The TME is the environment in which tumors develop and comprises cellular and non-cellular components. In addition to tumor cells, cellular components of the HCC microenvironment include immune cells, hepatic stellate cells (HSCs), and endothelial cells (ECs). Non-cellular components include the extracellular matrix (ECM), cytokines, blood vessels, and lymphatic networks. Studies have shown that TA induces systemic anti-tumor immunity by destroying tumor cells and causing the release of a variety of immunogenic substances.17, 18, 19 Anti-tumor cells, such as dendritic cells (DCs) and natural killer (NK) cells, can be observed in the ablation transition zone,20,21 suggesting that TA promotes anti-tumor immune responses. Pre-clinical and clinical studies have reported tumor recurrence and malignant enhancement after ablation.5,22 Zang et al. showed that the anti-tumor immune response induced by ablation is transient in patients with HCC.23 In mice, Wang et al. reported that the increased apoptosis of distant tumor cells in the local RFA group will recover to the level in the non-RFA group after a short time.24 Qi et al. reported that lysates from RFA-treated tumors significantly increase programmed cell death protein 1 (PD-1) expression in tumor-infiltrating CD4+ and CD8+ T cells by enhancing hepatocyte growth factor (HGF) expression.25 Altogether, heat stress induces complex alterations in the immune status of local and distant TME, inducing weak anti-tumor immune responses and pro-tumor immune responses. Various immunosuppressive cells (e.g., M2 macrophages) and negatively regulated cytokines (e.g., interleukin 6 (IL-6) and transforming growth factor-beta (TGF-β)) in the TME promote the formation of an immunosuppressive microenvironment and tumor progression after TA,26 as shown in Fig. 2.

Fig. 2.

Fig. 2

Mechanisms of HCC recurrence and progression after TA.

2.2. Roles of various cellular components in HCC progression after TA

2.2.1. Myeloid-derived suppressor cells (MDSCs)

MDSCs are immature myeloid cells of monocytic and granulocytic lineages released from the bone marrow. MDSCs in the TME play an important role in HCC recurrence and progression after TA. Although RFA can enhance the specific immune response of T cells to a variety of tumor-associated antigens (TAAs), T cells are inhibited by MDSCs.27 Furthermore, the memory phenotype and life span of T cells are insufficient to completely prevent HCC recurrence. Mechanically, heat-mediated upregulation of METTL1 enhances TGF-β2 translation and induces an increase in CD11b+CD15+ PMN-MDSCs to suppress CD8+ T cells.28 The elimination of PMN-MDSCs by blocking the METTL1-TGF-β2-PMN-MDSC axis significantly alleviates IRFA-induced tumor progression and restores the CD8+ T cell population. Palliative RFA (pRFA) accelerates the progression of residual tumors by increasing the number of MDSCs and reducing the T cell-mediated anti-tumor immune response.29 According to the researchers, the enhanced infiltration of MDSCs may be due to the release of pro-inflammatory factors after heat stress. MDSC depletion delays tumor progression after pRFA, which may be related to the reversal of immunosuppression. The above studies mainly focused on the suppressive effect of MDSCs on T cells after TA; however, MDSCs may have an even more impact on the TME. For example, MDSCs can block antigen presentation by transferring oxidized lipids to DCs and inhibit the innate immune function of NK cells via NKp30 receptors.30,31 In addition, MDSC can recruit regulatory T cells (Tregs) through the production of CCR5 ligands or interact with macrophages through the production of IL-10.32,33 These functions of MDSCs may exist in the TME after TA; however, such evidence is lacking. To eliminate the immunosuppression of MDSCs, studies have verified that blocking the recruitment of MDSCs, promoting their differentiation, and inhibiting their metabolism can contribute to anti-tumor efficacy.34, 35, 36, 37 Therefore, targeting MDSCs may be a therapeutic strategy to inhibit HCC recurrence after TA.

2.2.2. Tumor-associated macrophages (TAMs)

TAMs can undergo M1 and M2 polarization, in which M1 macrophages play an anti-tumor role while M2 macrophages promote tumors.38 Studies have shown that many macrophages cluster in the transition zone,39,40 suggesting that TAMs are involved in the recurrence and progression of residual HCC after TA. Mechanistically, Liu et al. revealed that macrophages phagocytize heat-treated cells through LC3-associated phagocytosis (LAP), activate the PI3Kγ/AKT pathway, and promote IL-4-mediated M2 programming of macrophages, resulting in the inhibition of T cell proliferation by expressing anti-inflammatory cytokines.41 These researchers identified that macrophages receiving LAP are a major source of CCL2 and CCL7, which recruit more macrophages to promote the progression of residual tumors. Targeting PI3Kγ reprograms infiltrating macrophages and promotes anti-PD-1-mediated tumor regression. As one of the main components of immunosuppression, the role of TAMs in HCC recurrence after TA has not been fully explored because TAMs boost a variety of tumors through complex mechanisms. For instance, TAMs can inhibit CD8+ T cell function through direct contact or the secretion of immunosuppressive cytokines (such as TGF-β). In addition, the metabolism and polarization of TAMs can be affected by Tregs,42 indicating crosstalk between immunosuppressive cells. To block the immunosuppression of TAMs, studies have shown that tumor progression can be prevented by inhibiting the production of M2 TAMs, reprogramming M2 TAMs to the M1 phenotype, and blocking the communication between M2 TAMs and other cells in TME.43, 44, 45 However, therapeutic strategies targeting TMAs remain to be explored to improve the prognosis of patients with residual HCC after TA.

2.2.3. HSCs

HSCs are mesenchymal cells unique to the liver and are located in the lumen of the disc surrounding the hepatic sinusoids. The ECM in the liver is mainly secreted by human stem cells (HSCs). Studies have shown that activated HSCs can significantly promote the proliferation, EMT, and stemness of tumor cells and reduce their apoptosis when co-cultured with heat-exposed HCC.46,47 Regarding the mechanism, periostin (POSTN) in conditioned media from activated HSCs (HSC-CM) activates the integrin β1/AKT/GSK-3β/β-catenin/TCF4/Nanog axis; however, the inhibition of POSTN by calcipotriol can block this effect. In addition, when heat-treated HCC cells are co-cultured with HSC-CM, HSC-derived HGF promotes a change in the biological state of tumor cells from autophagy to proliferation.48 HGF regulates autophagy via HGF/c-Met signaling and ATG5/Beclin1, or proliferation via downstream components of cyclinD1. Based on these studies, HSCs promote the progression of residual HCC through various secretions. A prior study revealed that different subsets of HSCs have different functions in hepatocarcinogenesis.49 Quiescent HSCs can produce HGF to prevent HCC development. In contrast, activated HSCs promote tumor proliferation by secreting type I collagen to increase liver stiffness and activate the discoid domain-containing receptor 1. Their proposal to restore the balance between different subsets of HSCs may be of great value in treating HCC recurrence after TA.

2.2.4. Cancer-associated fibroblasts (CAFs)

CAFs are activated fibroblasts in the tumor stroma and are non-neoplastic mesenchymal cells. Kumar et al. revealed that increased α-SMA-positive activated myofibroblasts exist at the ablation margin after RFA, and daily treatment with celecoxib after RFA reduces this recruitment.40 Rozenblum et al. indicated that many activated myofibroblasts accumulate in the ablation boundary area after RFA and promote collagen deposition in mice, with potential knockout of myofibroblast accumulation via IL-6 knockout.50 Although the accumulation of CAFs after TA is observed in the above studies, the mechanisms of CAFs are not involved in residual HCC recurrence. As an important component of the TME, CAFs play a complex role in tumor progression.51 On one hand, CAFs induce immune cells to differentiate into cancer-promoting subtypes, enhance the activity of immunosuppressive cells, and inhibit immune effector cells by secreting various soluble factors. On the other hand, CAFs impede anti-tumor immune cells by remodeling the ECM. Recent studies have shown that immunotherapies that deplete CAFs and inhibit their function exhibit powerful anti-tumor effects.52,53 However, the roles of CAFs in tumor progression after TA and therapeutic strategies remain to be explored.

2.2.5. Tumor endothelial cells (TECs)

The inner layer of tumor blood vessels is formed by TECs; however, normal vascular barrier function is lost and permeability is increased, which is closely related to tumor metastasis. A previous study revealed that the upregulation of ICAM-1 in TECs after IRFA leads to the downregulation of VE-cadherin, which in turn activates platelets and promotes the permeability of TECs; this effect can be reversed by platelet depletion or ICAM-1 inhibition.54 IF1 (ATPase inhibitory factor 1) in HCC cells directly and indirectly affects the angiogenesis of TECs after IRFA, and HCC cells can induce vasculogenic mimicry (VM) in the presence of TECs.55 The above studies indicate that TECs promote residual HCC progression through crosstalk with different components in TME. TECs can promote angiogenesis through fructose and ceramide metabolism in HCC.56,57 According to another study, ECs boost immunosuppressive macrophages through oncofetal reprogramming in HCC.58 Overall, these studies suggest that the role of TECs in HCC recurrence after TA needs further investigation, and targeting the metabolism of TECs may serve as one of the preventive strategies.

2.3. Roles of different non-cellular components in HCC progression after ablation

2.3.1. ECM

Different cells within the TME, such as CAFs and ECs, produce ECM, the main components of which are collagen, lamin, hyaluronic acid, and proteoglycan.59 A large amount of collagen deposition occurs around the ablation zone, which promotes ECM remodeling.50 Zhang et al. demonstrated that heat treatment induces a significant accumulation of type I collagen at the edge of the ablation zone and promotes the malignant behavior of residual HCC cells by activating the ERK pathway.60 Their subsequent study was performed using cell culture gels with different stiffnesses to explore the effect of matrix stiffness change on residual HCC after TA.61 Based on their results, the increase in matrix stiffness contributes to the movement and progression of residual HCC cells, in which the activation of the ERK pathway plays an important role. In addition, a recent study showed that mechanical confinement contributes to the heat resistance of HCC via the SP1/IL4I1/AHR axis.62 In brief, matrix remodeling can be sensed by residual HCC cells to achieve recurrence. In tumors, the ECM participates in immune cell regulation through mechanical properties and soluble factors.63 Previous studies have suggested that ECM components may induce a DC phenotype with low immunogenicity to interfere with tumor antigen presentation and anti-tumor immunity.64 In addition, certain components of the ECM, such as laminin 511, can impede the activation of effector T cells.65 The spatial barrier formed by the high matrix density of the ECM restricts T cells from recognizing cancer cells.66 Therefore, the complex connection between the ECM and the immune system greatly impacts the progression of tumors, which may play a role in HCC progression after TA. Targeting ECM components (such as hyaluronidase) or removing fibroblasts has been demonstrated to suppress tumor progression.67,68

2.3.2. Cytokines

Cytokines, secreted by various cells, are a class of small-molecule soluble proteins that play regulatory roles between cells. Heat stress is reported to increase the synthesis and secretion of various cytokines, including TGF-β,29 HGF,69 IL-6,70 CCL2,71 etc. METTL14-mediated N6-methyladenosine modification induces the upregulation of Nedd4, which directly binds to the TGF-β type I receptor and forms K27-linked ubiquitin at lysine 391, thereby enhancing the TGF-β pathway and ultimately promoting residual HCC progression.72 C-X-C motif chemokine 10 (CXCL10) upregulates CD133+ CSCs by activating the CXC receptor 3/c-Myc pathway, which may accelerate HCC recurrence after RFA.73 Su et al. revealed that the enhancement of epidermal factor growth receptor (EGFR) expression by SHS is achieved by increasing the modification of EGFR m6 A near the 5′ untranslated region and its binding to YTHDF1. At the same time, silencing of YTHDF1 and inhibition of EGFR synergistically suppress the malignant transformation of HCC cells.74 Dai et al. reported that heat exposure significantly increases EGFR phosphorylation without affecting the total expression of EGFR.75 AG1478, an EGFR-specific inhibitor, suppresses the proliferation of HCC cells, confirming the important role of EGFR transactivation. Another in vitro study revealed that heat stress induces rapid autophosphorylation of EGFR in the absence of growth factor ligands; however, inhibition of EGFR has little effect on enhancing heat stress-induced HCC cell killing,76 which contradicts the findings of Dai et al. Cytokines play crucial roles in the interactions between cellular components as key mediators of cell communication in the TME. For instance, IL-6 and stromal cell-derived factor 1a secreted from CAFs can induce MDSC activation.77 TGF-β promotes HCC progression by inducing the polarization of Tregs.78 As cytokine dysregulation is present at all stages of tumor evolution,79 cytokine engineering (such as the formation of “supercytokines” and “immunocytokines”80) may be a powerful approach in the inhibition of HCC recurrence after TA.

2.3.3. Extracellular vesicles (EVs)

EVs are membranous vesicle structures released by donor cells and contain various components, such as proteins, lipids, nucleic acids, and metabolites,81 which act on recipient cells and regulate their functions. Ma et al. revealed that the lncRNA, ASMTL-AS1, is transactivated by MYC after IRFA and promotes the expression of NLK by secluding miR-342-3p, finally activating YAP signaling in HCC.82 Exosome-encapsulated ASMTL-AS1 transmits malignancy between residual HCC cells through the NLK/YAP pathway. Therefore, EVs are crucial communication tools for cell-to-cell dialogues in the TME. In HCC, hexokinase 1 in HSCs undergoes palmitoylation upon TGF-β stimulation and secretion from EVs, which the tumor hijacks to accelerate glycolysis and progression.83 Hence, EVs are expected to serve as therapeutic targets, and different cell sources have been employed for EV production in clinical trials. For instance, loading gemcitabine into autologous pancreatic cancer-derived exosomes for chemotherapy significantly inhibits tumor growth.84 However, the role of EVs in the heat-induced recurrence and progression of HCC remains unclear, and treatment strategies are yet to be developed.

2.3.4. Matrix metalloproteinases (MMPs)

MMPs in the ECM are a family of zinc-dependent endopeptidases that can degrade collagen and participate in signal transduction and immune regulation.85 Degradation of collagen plays an important role in the process of tumor invasion and metastasis. Several studies have reported that the expression levels of MMP2 and MMP9 are upregulated after TA.70,86 IRFA has been demonstrated to induce the upregulation of integrin 3 and mediate the increase in MMP2 expression by activating the FAK/PI3K/AKT pathway, thereby enhancing the metastatic ability of HCC cells.87 HMGB1 from dead tumor cells after IRFA activates the ERK1/2 pathway by binding to the receptor for advanced glycation end product and upregulates the expression of MMP2, MMP9, and cyclin E1, ultimately promoting the proliferation and migration of residual HCC.88 MMPs play an important immunomodulatory role in tumor promotion. For example, macrophages expressing MMP11 promote breast cancer cell migration and monocyte recruitment through CCL2-CCR2 signaling.89 SB-3CT, an MMP2/MMP9 inhibitor, significantly downregulates PD-L1 expression and enhances the anti-tumor effect of anti-CTLA-4.90 These studies suggest that the blockade of MMPs is a potential strategy to inhibit the invasion and metastasis of residual HCC after TA.

2.4. Hypoxia

Hypoxia promotes the survival, proliferation, invasion, metastasis, angiogenesis, and EMT of the tumor by inducing the upregulation of hypoxia-inducible factor (HIF) expression.91,92 IRFA can lead to blood stagnation and thrombosis in the transition zone,93 resulting in the formation of a hypoxic microenvironment, an increase in HIF-1α,94 and the promotion of the recurrence and progression of residual HCC. By simulating the survival environment of residual cells after IRFA via heating and hypoxic culture, Tong et al. reported that HIF-1α depends on TGF-β to activate downstream pathways to facilitate the survival and EMT of MHCC97H and SMMC7721 stem cells.93 In addition to HIF-1α, TA can induce the upregulation of HIF-2α expression,95 and promote the proliferation, migration, and invasion of HCC cells through the HIF-2α/VEGF/Notch1 axis,96 or promote angiogenesis through the HIF-1/-2α/VEGFA/EphA2 axis.97 Xu et al. showed that heat stress promotes the progression of HCC cells by enhancing autophagy through the HIF-1α/BNIP3 pathway in vitro,98 suggesting an interaction between hypoxia and autophagy.

2.5. Metabolic reprogramming

Metabolic reprogramming is considered a hallmark of cancer and is closely related to the hypoxic microenvironment, which refers to the proliferation of tumor cells by changing their metabolic mode to adapt to stressful conditions (e.g., hypoxia and nutrient deficiency). According to previous studies, HIF is closely related to glucose metabolism in tumors.99 Our recent study identified that heat treatment enhances O-GlcNAcylation, which improves the stability of HIF-1α, thereby enhancing the Warburg effect and promoting the EMT and progression of residual HCC.100 The suppression of O-GlcNAcylation hinders residual tumor progression, suggesting the therapeutic potential of targeting metabolic reprogramming. In addition to glucose metabolism, metabolic reprogramming is involved in fat and amino acid metabolism; however, their roles in HCC recurrence after ablation remain unknown.

2.6. Tumor angiogenesis

During the evolution of solid tumors, the formation of new tumor blood vessels is induced to obtain oxygen and nutrition.101 VEGF, fibroblast growth factor (FGF), and HGF are the driving factors of tumor angiogenesis in HCC,102 among which VEGF is the most comprehensively studied. Several studies have shown that the expression levels of VEGF and VEGF receptor (VEGFR) are upregulated in residual HCC after SHS, promoting abnormal vascular proliferation and accelerating HCC recurrence and progression.103,104 IRFA increases the expression of VEGF through the CaMKII/ERK pathway to promote the proliferation of HCC cells.105 The RFA-mediated HGF/c-Met pathway and VEGF activation in the normal liver can promote distant subcutaneous tumor growth.106 IRFA can promote angiogenesis by inducing the stemness of human HCC tissues. At the same time, amarogentin inhibits tumor angiogenesis by affecting the p53-dependent VEGFA/Dll4/Notch1 pathway.107 Tan et al. showed that VEGFR2 is downregulated after IRFA, and inhibition of VEGFR2 cannot block the migration and stemness of HCC cells.108 In contrast, VEGFR1 expression is upregulated, and blocking VEGFR1 can alleviate the progression of HCC, suggesting that VEGFR1 is a potential therapeutic target. Kong et al. revealed that high temperatures exert a stronger pro-angiogenic effect by enhancing the PI3K/Akt/HIF-1α/VEGFA pathway,109 suggesting that hypoxia promotes angiogenesis. In addition to angiogenesis, residual tumors can induce VM for survival. Jia et al. suggest that RFA-induced platelet lysates may boost tumor metastasis and VM via EMT mediated by Akt/ERK1/2/Smad3 signaling,110 suggesting that residual tumors survive through different angiogenic patterns. Thus, combination treatment comprising different processes is a potential strategy.

3. Strategies to prevent and treat HCC recurrence after TA

3.1. Improving the rate of pathological complete ablation

The main cause of HCC recurrence and progression after TA is incomplete ablation, which is related to the presence of microvascular invasion in the peritumoral tissue, satellite lesions, and the size of the ablation margin. Studies have shown that patients with local tumor progression have a smaller minimal ablation margin,111 and the expansion of ablation margins can significantly reduce the risk of tumor recurrence and improve the long-term survival rate of patients,112,113 suggesting that ablation margins play a key role in complete pathological ablation. Therefore, the pathological complete ablation rate should be improved by expanding the ablation margin, and the peritumoral microvascular invasion and micrometastases should be eliminated.114 In a prior study, 96 patients (a total of 188 liver cancer nodules with a median diameter of 2.5 ​cm) were treated with stereotactic RFA, which resulted in a complete pathological response rate of 97.3% in the liver tissue and 96.2% in 52 patients with nodules ≥3 ​cm in diameter.115 Xu et al. showed that intraoperative CT/ultrasound fusion imaging technology can achieve more satisfactory results when applied to the TA of HCC nodules in inconspicuous, high-risk sites or sizes >3 ​cm.116 In a clinical study, Joo et al. demonstrated that enhanced CT during microwave ablation (MWA) could reveal the potential suboptimal minimal ablation margin and immediately guide additional ablation to obtain an adequate ablation margin, thereby improving the efficacy.117 The progress of image-guided technology, three-dimensional navigation technology, and image fusion technology and their combination with RFA helps improve the complete ablation rate of tumors, thereby improving the prognosis of patients.

3.2. Evaluating the risk of tumor recurrence and monitoring early recurrence after TA

After ablation, assessing the risk of tumor recurrence and monitoring early recurrence are positive preventive strategies that facilitate further management as early as possible in patients. Many biological markers can be used to evaluate tumor recurrence after ablation, including serum markers (e.g., VEGF,118 sCTLA-4,119 and CXCL1073) and molecular markers in surgical specimens (e.g., keratin 19120). However, these markers remain to be translated into clinical guidelines. In addition to markers, early tumor recurrence can be predicted using imaging techniques such as CT texture analysis,121 multi-parametric MRI,122,123 and ultrasound.124 Kobe et al. showed that the difference in normalized peak enhancement and hepatic artery perfusion (ablation zone tumor) obtained from the fusion of preoperative MR and posttreatment CT perfusion images can be used to predict local tumor recurrence after RFA.125

3.3. TA plus targeted therapy or immunotherapy

As mentioned above, TA releases numerous TAAs that mediate the anti-tumor immune response126; however, the immune response is insufficient to eliminate residual tumors. In addition, residual tumors induce the formation of an immunosuppressive microenvironment. Therefore, enhancing the anti-tumor immune response and reducing immunosuppression based on local TA is a reasonable strategy. Combining TA with targeted therapy or immunotherapy is expected to prevent the recurrence and progression of residual tumors. In the past decade, sorafenib and lenvatinib have been the first-line treatments for advanced liver cancer. A meta-analysis revealed that compared with that in TA alone, RFA or MWA combined with sorafenib had better efficacy in the treatment of HCC; however, the incidence of adverse reactions (e.g., hand-foot skin reaction and gastrointestinal reaction) was significant,127 suggesting that the safety of this combination therapy needs to be evaluated. Studies have shown that treatment with sorafenib inhibits the viability, invasion, metastasis, and EMT of HCC cells after heat exposure.128 In addition, Zhang et al. showed that sorafenib blocks the interaction between the ECM protein collagen I and residual HCC cells by disrupting ERK signaling, thereby preventing tumor progression.60 However, heat-induced hypoxia enhances the tolerance of HCC cells to sorafenib.93 IRFA-induced upregulation of IF1 in tumor cells attenuates the effect of sorafenib by activating the NF-κB pathway.55 In addition to sorafenib, sunitinib synergistically enhances anti-tumor immunity. Qi et al. showed that sunitinib enhances the anti-tumor immune response by inhibiting the upregulation of PD-1 in tumor-infiltrating T cells induced by the HGF pathway, reducing the proportion of Tregs, and inhibiting the expression of PD-L1 in DCs induced by VEGF.25 Although TA combined with targeted therapy can significantly inhibit residual HCC, tumor resistance is still challenging.

Many scholars have combined TA with immunotherapy to obtain and enhance systemic anti-tumor immune responses. In recent years, immunotherapies, such as immune checkpoint inhibitors (ICIs), have led to encouraging results in patients with advanced HCC. PD-1 and CTLA-4 are the main inhibitory immune checkpoint molecules, among which the interaction between PD-1 and its ligand, PD-L1, inhibits the activation of T cells, whereas CTLA-4 on T cells can inhibit effective antigen presentation and enhance the immunosuppressive function of immune Tregs.129 Studies have shown that combining TA and ICIs induces significant residual tumor suppression. Tumor growth and angiogenesis after TA can be inhibited by bevacizumab.109 Through a clinical study, Duffy et al. showed that the combination of teremumab and ablation leads to the accumulation of CD8+ T cells in tumors; however, the relative contribution of ablation to efficacy requires further study.130 Zhang et al. showed that, compared with that in RFA or anti-CTLA-4 treatment alone, combination therapy led to a lower subcutaneous tumor growth rate, longer survival time, and higher CD4+ lymphocyte expression and IFN-γ production in mice.131 These results indicate that anti-CTLA-4 can inhibit residual tumors. Using a mouse rectal liver metastasis tumor model, Shi et al. demonstrated that the combination of RFA and anti-PD-1 can significantly enhance the immune response of tumor antigen-specific T cells, increase the ratio of effector T cells to Tregs in distant tumors, and inhibit the growth of distant tumors.132 However, their follow-up study revealed that the inflammation caused by RFA blocks the anti-tumor efficacy of PD-1 inhibitors.71 In addition, RFA, combined with the immunomodulator Resiquimod (R848), can stimulate a stronger anti-tumor immune response, inhibit angiogenesis, promote cell apoptosis, and effectively inhibit the progression of HCC in mice in an NK cell-dependent manner.133 Adoptive cellular therapy (ACT) has demonstrated great potential in immunotherapy tumors. ACT refers to extracting T cells from patients, culture, and modification in vitro, followed by reinfusion into the patient to destroy tumor cells.134 Zhong et al. used MWA to destroy tumors on one side of bilateral tumor-bearing mice and intravenously injected dendritic cell-derived exosomes (Dex) or dendritic cells to achieve combined treatment.135 Their results showed that, compared with that in MWA alone, combination treatment significantly inhibited tumor growth, increased the number of CD8+ T cells at the tumor site, and decreased the number of Tregs, indicating the potential of TA plus ACT.

Great progress has been made in eliminating residual tumor recurrence using multi-drug combinations. Co-delivery of the MDSCs inhibitor, IPI549, and αPD-L1 antibody using nanotechnology can effectively solve the tumor recurrence problem by blocking the compensatory increase in PD-L1 expression on MDSCs caused by IRFA combined with MDSC inhibition.136 Moreover, the combination of OK-432 and αPD-1 antibodies significantly stimulates DCs and promotes CD8+ T cell infiltration and function in residual tumors.137 Through clinical trials, Kitahara et al. showed that patients treated with RFA and OK432 have longer recurrence-free survival than those treated with RFA plus basic-protocol DCs.138 A clinical study revealed that combining RFA and sequential cellular immunotherapy improves progression-free survival in patients with HCC.139 Clinical trials of multi-drug combinations are ongoing (e.g., NCT04727307 and NCT05277675).140

3.4. TA plus other treatments

Aspirin inhibits the proliferation, invasion, and metastasis of residual VX2 tumors through an anti-inflammatory effect.141 RFA and the antimalarials, chloroquine (CQ)/hydroxychloroquine (HCQ), inhibit the autophagy, proliferation, and stemness of tumor cells and promote their apoptosis.142, 143, 144 This effect can be enhanced by combining CQ and c-Met inhibitors.48 Metformin reduces the proliferation, migration, and invasion of HCC cells,145 and the expression of stem cell markers.46 All-trans retinoic acid (ATRA) eliminates tumor-initiating cells through the PI3K/AKT pathway.146 The combination of IFN-α and Songyou Yin (SYY) reduces EMT and lung metastasis in HCC after IRFA.147 Arsenic trioxide (ATO) inhibits tumor angiogenesis by blocking the paracrine signal of Ang-1 and Ang-2 via inhibition of p-Akt/HIF-1α.148 RFA combined with brachytherapy (e.g., iodine-125) can control the local recurrence of residual HCC.149,150 Tan et al. combined percutaneous intratumoral ethanol injection (PEI) and RFA to achieve improved efficacy in two ways: PEI induces microthrombus formation and occlusion of blood vessels, thereby reducing heat loss; and combination therapy can inhibit the increase in Ki-67 and VEGF and decrease in caspase-3 to a certain extent.151

Nanomedicines show great potential for enhancing the effects of drugs or the immune system against heat-exposed HCC. Arsenic-loaded zeolite imidazole frame-8 nanoparticles (As@ZIF-8 NPs) lead to more significant inhibition of the growth and metastasis of residual HCC than by ATO.103 D-mannose-chelated iron oxide nanoparticles (man-IONPs) prepared by Cui et al. can transform the immunosuppressive microenvironment into an immunoactivating microenvironment (i.e., polarize M2 macrophages into the M1 phenotype), thereby inhibiting the progression of residual tumors after insufficient MWA.152 Nanoparticles of mannose-derived carbon dots (Man-CDs) developed by our team can effectively take up multiple DSs (e.g., DAMPs and multiple histones) after MWA and improve the presentation of DS and tumor antigens to promote the maturation of DCs and enhance the specific immune response.153 Furthermore, our team prepared another nanomedicine that can capture and present antigens to promote the maturation of tumor-infiltrating DCs by upregulating the m6A modification level through the intracellular release of loaded FTO inhibitors.154 However, the clinical transformation of nanomaterials faces many challenges, such as a lack of data on the long-term effect of nanomaterial-based immunotherapy on TME and the difficulty of predicting the response of tumor heterogeneity to nanodrugs.155 Further research is required in this area. The combination therapies with TA are shown in Table 1.

Table 1.

Combination therapies and their mechanisms of action.

Treatment in combination with TA Mechanism of action Reference
Sorafenib Blockade of the interaction of collagen I and HCC
Inhibition of HCC malignant behavior
60,128
Sunitinib Inhibition of Tregs, PD-1 in T cells and PD-L1 in DCs 25
Bevacizumab Inhibition of tumor growth and angiogenesis 109
Teremumab Accumulation of CD8+ T cells 130
CTLA-4 blockade Higher CD4+ lymphocyte expression and IFN-γ production 131
PD-1 blockade Enhancement of tumor antigen-specific T cell response; the increase in intratumoral Teff to Treg ratio 132
Resiquimod The increase in functional NK cells; inhibition of angiogenesis; the promotion of tumor cells apoptosis 133
Dex The increase of CD8+ T cells and the decrease of Tregs 135
IPI549+αPD-L1 antibody Blockade of PD-L1 expression on MDSCs 136
OK-432+αPD-1 antibody Enhancement of CD8+ T cells infiltration and function 137
Aspirin Inhibition of HCC malignant behavior 141
CQ/HCQ Inhibition of autophagy, proliferation and stemness of tumor; the promotion of tumor cells apoptosis 142, 143, 144
Metformin Inhibition of HCC malignant behavior 145
ATRA Suppression of TICs by inhibiting PI3K/AKT pathway; the promotion of tumor cells apoptosis 146
Songyou Yin Inhibition of HCCcells EMT and lung metastasis 147
Arsenic trioxide Inhibition of p-Akt/HIF-1α to block the paracrine of Ang-1 and Ang-2 to suppress angiogenesis 148
Iodine-125 The creation of a radiated area leading to tumor necrosis 149,150
PEI Forming microthrombus, blocking blood vessels and reducing heat loss; inhibition of Ki-67 and VEGF; decrease of Caspase-3 151
As@ZIF-8 NPs Inhibition of HCC growth and metastasis 103
Man-IONPs Transformation of M2 macrophages into M1 152
Man-CDs Promotion of the maturation of DCs by improving the presentation of DS and tumor antigens 153
Man/mal-MPDA@FB23-2 Maturation of TIDCs promoted by m6A modification enhanced by loaded FTO inhibitors 154

4. Summary and prospect

TA is an important method for the treatment of early-stage HCC and has the advantages of minimal invasiveness and safety. However, pre-clinical and clinical studies have shown that the immune response induced by TA is weak to destroy all tumor cells. In addition, residual tumor cells subjected to SHS undergo metabolic reprogramming and immune escape by promoting the formation of an immunosuppressive microenvironment, which leads to a high tumor recurrence rate after TA. The remodeling of TME after TA promotes tumor recurrence and progression via complex mechanisms. Understanding these mechanisms is essential for unleashing the full potential of the immune system to improve patient outcomes. As previously mentioned, the blockade of immunosuppressive cells (e.g., MDSCs and TAMs) and inhibition of negatively regulated cytokines (e.g., VEGF and EGFR) have exhibited significant efficacy. Moreover, the complexity of the microenvironment requires combined strategies. Thus, a promising treatment strategy involves enhancing the immunogenic effects of ablation therapy and eliminating immunosuppression by combining targeted therapy and immunotherapy. However, studies on certain treatment strategies are still lacking. For example, blocking CAF-derived signals (e.g., chemokines)156 and switching the tumor-promoting CAF subtype to a quiescent phenotype157 can achieve clinical benefits. However, the application of these strategies for HCC recurrence after TA has not been reported. In addition, studies have shown that exosomes can be used as vaccines or specific drug delivery vehicles for cancer immunotherapy.158,159 If TA is combined with exosome-based immunotherapy, it may be more conducive to enhancing anti-tumor immunity. Further studies are required to explore potential therapeutic strategies to improve survival rates and reduce tumor recurrence and metastasis. In current clinical practice, the efficacy of certain combination therapies is still dismal, which may be attributed to the complexity of the TME. TA combined with targeted immunotherapy may not completely eliminate residual tumors. To overcome this clinical problem, efforts are focused on developing multimodal treatments for HCC after TA. In addition, applying TME biomarkers to monitor the efficacy of combination therapy helps optimize treatment strategies.

Although studies on the relevant mechanisms and combination therapies have made significant progress, many limitations still exist. In terms of experimental models, most studies have used non-cirrhotic tumor models, which cannot highly simulate the liver environment of human HCC. In addition, the heterogeneity of HCC causes tumor cell subsets to differ in many aspects (e.g., growth rate, invasiveness, and drug sensitivity), posing great challenges to treatment. Certain studies only used a few HCC cell lines; therefore, tumor heterogeneity could not be simulated. Regarding simulating incomplete ablation, most experiments did not monitor the temperature change at the tumor site during the ablation process; however, the ablation temperature and duration in patient-derived xenograft mice were quite different from the clinical situation. Regarding clinical data, obtaining residual HCC tissue after ablation is difficult; therefore, pathological and molecular evidence from human HCC samples is lacking. Regarding combination therapy, studies on their side effects, such as whether a few drugs (such as small-molecule kinase inhibitors) have off-target effects, the impact of inhibitors on human organs, and potential systemic toxicity, are lacking. Solutions to these problems will enable scientific findings to be translated for use in the clinic.

Declaration of competing interest

We declare that we have no financial and personal relationships with other people or organizations that can inappropriately influence our work.

Acknowledgment

This work is supported by the National Natural Science Foundation of China (82001929 and 82172043) and the Basic and Applied Basic Research Foundation of Guangdong Province (2020A1515110654).

Contributor Information

Liteng Lin, Email: linliteng@yeah.net.

Kangshun Zhu, Email: zhksh010@163.com.

References

  • 1.Vogel A., Meyer T., Sapisochin G., et al. Hepatocellular carcinoma. Lancet. 2022;400:1345–1362. doi: 10.1016/S0140-6736(22)01200-4. [DOI] [PubMed] [Google Scholar]
  • 2.Zhuang B.W., Li W., Wang W., et al. Treatment effect of radiofrequency ablation versus liver transplantation and surgical resection for hepatocellular carcinoma within Milan criteria: a population-based study. Eur Radiol. 2021;31:5379–5389. doi: 10.1007/s00330-020-07551-9. [DOI] [PubMed] [Google Scholar]
  • 3.Koda M., Maeda Y., Matsunaga Y., et al. Hepatocellular carcinoma with sarcomatous change arising after radiofrequency ablation for well-differentiated hepatocellular carcinoma. Hepatol Res. 2003;27:163–167. doi: 10.1016/s1386-6346(03)00207-9. [DOI] [PubMed] [Google Scholar]
  • 4.Zhang N., Wang L., Chai Z.T., et al. Incomplete radiofrequency ablation enhances invasiveness and metastasis of residual cancer of hepatocellular carcinoma cell HCCLM3 via activating beta-catenin signaling. PLoS One. 2014;9 doi: 10.1371/journal.pone.0115949. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Yoshida S., Kornek M., Ikenaga N., et al. Sublethal heat treatment promotes epithelial-mesenchymal transition and enhances the malignant potential of hepatocellular carcinoma. Hepatology. 2013;58:1667–1680. doi: 10.1002/hep.26526. [DOI] [PubMed] [Google Scholar]
  • 6.kemoto T., Shimada M., Yamada S. Pathophysiology of recurrent hepatocellular carcinoma after radiofrequency ablation. Hepatol Res. 2017;47:23–30. doi: 10.1111/hepr.12705. [DOI] [PubMed] [Google Scholar]
  • 7.Llovet J.M., De Baere T., Kulik L., et al. Locoregional therapies in the era of molecular and immune treatments for hepatocellular carcinoma. Nat Rev Gastroenterol Hepatol. 2021;18:293–313. doi: 10.1038/s41575-020-00395-0. [DOI] [PubMed] [Google Scholar]
  • 8.Yousaf M.N., Ehsan H., Muneeb A., et al. Role of radiofrequency ablation in the management of unresectable pancreatic cancer. Front Med. 2021;7 doi: 10.3389/fmed.2020.624997. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Ahmed M., Brace C.L., Lee F.T., Jr., et al. Principles of and advances in percutaneous ablation. Radiology. 2011;258:351–369. doi: 10.1148/radiol.10081634. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Poch F.G., Rieder C., Ballhausen H., et al. The vascular cooling effect in hepatic multipolar radiofrequency ablation leads to incomplete ablation ex vivo. Int J Hyperther. 2016;32:749–756. doi: 10.1080/02656736.2016.1196395. [DOI] [PubMed] [Google Scholar]
  • 11.Lu D.S., Raman S.S., Limanond P., et al. Influence of large peritumoral vessels on outcome of radiofrequency ablation of liver tumors. J Vasc Intervent Radiol. 2003;14:1267–1274. doi: 10.1097/01.rvi.0000092666.72261.6b. [DOI] [PubMed] [Google Scholar]
  • 12.Snoeren N., Huiskens J., Rijken A.M., et al. Viable tumor tissue adherent to needle applicators after local ablation: a risk factor for local tumor progression. Ann Surg Oncol. 2011;18:3702–3710. doi: 10.1245/s10434-011-1762-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Iwahashi S., Shimada M., Utsunomiya T., et al. Epithelial-mesenchymal transition-related genes are linked to aggressive local recurrence of hepatocellular carcinoma after radiofrequency ablation. Cancer Lett. 2016;375:47–50. doi: 10.1016/j.canlet.2016.02.041. [DOI] [PubMed] [Google Scholar]
  • 14.Yuan C.W., Wang Z.C., Liu K., et al. Incomplete radiofrequency ablation promotes the development of CD133(+) cancer stem cells in hepatocellular carcinoma cell line HepG2 via inducing SOX9 expression. Hepatobiliary Pancreat Dis Int. 2018;17:416–422. doi: 10.1016/j.hbpd.2018.09.012. [DOI] [PubMed] [Google Scholar]
  • 15.Wu J.Y., Bai X.M., Wang H., et al. The Perfusion features of recurrent hepatocellular carcinoma after radiofrequency ablation using contrast-enhanced ultrasound and pathological stemness evaluation: compared to initial tumors. Front Oncol. 2020;10:1464. doi: 10.3389/fonc.2020.01464. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Shi Z.R., Duan Y.X., Cui F., et al. Integrated proteogenomic characterization reveals an imbalanced hepatocellular carcinoma microenvironment after incomplete radiofrequency ablation. J Exp Clin Cancer Res. 2023;42:133. doi: 10.1186/s13046-023-02716-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Xu A., Zhang L., Yuan J., et al. TLR9 agonist enhances radiofrequency ablation-induced CTL responses, leading to the potent inhibition of primary tumor growth and lung metastasis. Cell Mol Immunol. 2019;16:820–832. doi: 10.1038/s41423-018-0184-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Shen S., Peng H., Wang Y., et al. Screening for immune-potentiating antigens from hepatocellular carcinoma patients after radiofrequency ablation by serum proteomic analysis. BMC Cancer. 2018;18:117. doi: 10.1186/s12885-018-4011-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Rochigneux P., Nault J.C., Mallet F., et al. Dynamic of systemic immunity and its impact on tumor recurrence after radiofrequency ablation of hepatocellular carcinoma. OncoImmunology. 2019;8 doi: 10.1080/2162402X.2019.1615818. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Dromi S.A., Walsh M.P., Herby S., et al. Radiofrequency ablation induces antigen-presenting cell infiltration and amplification of weak tumor-induced immunity. Radiology. 2009;251:58–66. doi: 10.1148/radiol.2511072175. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Zerbini A., Pilli M., Laccabue D., et al. Radiofrequency thermal ablation for hepatocellular carcinoma stimulates autologous NK-cell response. Gastroenterology. 2010;138:1931–1942. doi: 10.1053/j.gastro.2009.12.051. [DOI] [PubMed] [Google Scholar]
  • 22.Thompson S.M., Callstrom M.R., Butters K.A., et al. Role for putative hepatocellular carcinoma stem cell subpopulations in biological response to incomplete thermal ablation: in vitro and in vivo pilot study. Cardiovasc Intervent Radiol. 2014;37:1343–1351. doi: 10.1007/s00270-013-0828-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Zang C., Zhao Y., Liu G., et al. Variations in dynamic tumor-associated antigen-specific T cell responses correlate with HCC recurrence after thermal ablation. Front Immunol. 2022;13 doi: 10.3389/fimmu.2022.982578. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Wang P., Tian M., Ren W. Correlation between contrast-enhanced ultrasound and immune response of distant hepatocellular carcinoma after radiofrequency ablation in a murine model. J Ultrasound Med. 2022;41:713–723. doi: 10.1002/jum.15753. [DOI] [PubMed] [Google Scholar]
  • 25.Qi X., Yang M., Ma L., et al. Synergizing sunitinib and radiofrequency ablation to treat hepatocellular cancer by triggering the antitumor immune response. J Immunother Cancer. 2020;8 doi: 10.1136/jitc-2020-001038. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Barnestein R., Galland L., Kalfeist L., et al. Immunosuppressive tumor microenvironment modulation by chemotherapies and targeted therapies to enhance immunotherapy effectiveness. OncoImmunology. 2022;11 doi: 10.1080/2162402X.2022.2120676. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Mizukoshi E., Yamashita T., Arai K., et al. Enhancement of tumor-associated antigen-specific T cell responses by radiofrequency ablation of hepatocellular carcinoma. Hepatology. 2013;57:1448–1457. doi: 10.1002/hep.26153. [DOI] [PubMed] [Google Scholar]
  • 28.Zeng X., Liao G., Li S., et al. Eliminating METTL1-mediated accumulation of PMN-MDSCs prevents hepatocellular carcinoma recurrence after radiofrequency ablation. Hepatology. 2023;77:1122–1138. doi: 10.1002/hep.32585. [DOI] [PubMed] [Google Scholar]
  • 29.Wu H., Li S.S., Zhou M., et al. Palliative radiofrequency ablation accelerates the residual tumor progression through increasing tumor-infiltrating MDSCs and reducing T-Cell-mediated anti-tumor immune responses in animal model. Front Oncol. 2020;10:1308. doi: 10.3389/fonc.2020.01308. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Hoechst B., Voigtlaender T., Ormandy L., et al. Myeloid derived suppressor cells inhibit natural killer cells in patients with hepatocellular carcinoma via the NKp30 receptor. Hepatology. 2009;50:799–807. doi: 10.1002/hep.23054. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Ugolini A., Tyurin V.A., Tyurina Y.Y., et al. Polymorphonuclear myeloid-derived suppressor cells limit antigen cross-presentation by dendritic cells in cancer. JCI Insight. 2020;5 doi: 10.1172/jci.insight.138581. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Ostrand-Rosenberg S., Sinha P., Beury D.W., et al. Cross-talk between myeloid-derived suppressor cells (MDSC), macrophages, and dendritic cells enhances tumor-induced immune suppression. Semin Cancer Biol. 2012;22:275–281. doi: 10.1016/j.semcancer.2012.01.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Siret C., Collignon A., Silvy F., et al. Deciphering the crosstalk between myeloid-derived suppressor cells and regulatory T cells in pancreatic ductal adenocarcinoma. Front Immunol. 2020 Jan 22;10:3070. doi: 10.3389/fimmu.2019.03070. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Peereboom D.M., Alban T.J., Grabowski M.M., et al. Metronomic capecitabine as an immune modulator in glioblastoma patients reduces myeloid-derived suppressor cells. JCI Insight. 2019;4 doi: 10.1172/jci.insight.130748. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Nefedova Y., Fishman M., Sherman S., et al. Mechanism of all-transRetinoic acid effect on tumor-associated myeloid-derived suppressor cells. Cancer Res. 2007;67:11021–11028. doi: 10.1158/0008-5472.CAN-07-2593. [DOI] [PubMed] [Google Scholar]
  • 36.Veglia F., Tyurin V.A., Blasi M., et al. Fatty acid transport protein 2 reprograms neutrophils in cancer. Nature. 2019;569:73–78. doi: 10.1038/s41586-019-1118-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Li L., Wang L., Li J., et al. Metformin-induced reduction of CD39 and CD73 blocks myeloid-derived suppressor cell activity in patients with ovarian cancer. Cancer Res. 2018;78:1779–1791. doi: 10.1158/0008-5472.CAN-17-2460. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Mantovani A., Allavena P., Marchesi F., et al. Macrophages as tools and targets in cancer therapy. Nat Rev Drug Discov. 2022;21:799–820. doi: 10.1038/s41573-022-00520-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Collettini F., Brangsch J., Reimann C., et al. Hepatic radiofrequency ablation: monitoring of ablation-induced macrophage recruitment in the periablational rim using SPION-enhanced macrophage-specific magnetic resonance imaging. Invest Radiol. 2021;56:591–598. doi: 10.1097/RLI.0000000000000777. [DOI] [PubMed] [Google Scholar]
  • 40.Kumar G., Goldberg S.N., Wang Y., et al. Hepatic radiofrequency ablation: markedly reduced systemic effects by modulating periablational inflammation via cyclooxygenase-2 inhibition. Eur Radiol. 2017;27:1238–1247. doi: 10.1007/s00330-016-4405-4. [DOI] [PubMed] [Google Scholar]
  • 41.Liu X., Zhang W., Xu Y., et al. Targeting PI3Kγ/AKT pathway remodels LC3-associated phagocytosis induced immunosuppression after radiofrequency ablation. Adv Sci (Weinh) 2022;9 doi: 10.1002/advs.202102182. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Liu C., Chikina M., Deshpande R., et al. Treg cells promote the SREBP1-dependent metabolic fitness of tumor-promoting macrophages via repression of CD8+ T cell-derived interferon-γ. Immunity. 2019;51:381–397.e6. doi: 10.1016/j.immuni.2019.06.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Ao J.Y., Zhu X.D., Chai Z.T., et al. Colony-stimulating factor 1 receptor blockade inhibits tumor growth by altering the polarization of tumor-associated macrophages in hepatocellular carcinoma. Mol Cancer Therapeut. 2017;16:1544–1554. doi: 10.1158/1535-7163.MCT-16-0866. [DOI] [PubMed] [Google Scholar]
  • 44.Wei Z., Zhang X., Yong T., et al. Boosting anti-PD-1 therapy with metformin-loaded macrophage-derived microparticles. Nat Commun. 2021;12:440. doi: 10.1038/s41467-020-20723-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Vaeteewoottacharn K., Kariya R., Pothipan P., et al. Attenuation of CD47-SIRPα signal in cholangiocarcinoma potentiates tumor-associated macrophage-mediated phagocytosis and suppresses intrahepatic metastasis. Transl Oncol. 2019;12:217–225. doi: 10.1016/j.tranon.2018.10.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Zhang R., Yao R.R., Li J.H., et al. Activated hepatic stellate cells secrete periostin to induce stem cell-like phenotype of residual hepatocellular carcinoma cells after heat treatment. Sci Rep. 2017;7:2164. doi: 10.1038/s41598-017-01177-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Zhang R., Lin X.H., Ma M., et al. Periostin involved in the activated hepatic stellate cells-induced progression of residual hepatocellular carcinoma after sublethal heat treatment: its role and potential for therapeutic inhibition. J Transl Med. 2018;16:302. doi: 10.1186/s12967-018-1676-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Zhang R., Lin X.H., Liu H.H., et al. Activated hepatic stellate cells promote progression of post-heat residual hepatocellular carcinoma from autophagic survival to proliferation. Int J Hyperther. 2019;36:253–263. doi: 10.1080/02656736.2018.1558459. [DOI] [PubMed] [Google Scholar]
  • 49.Filliol A., Saito Y., Nair A., et al. Opposing roles of hepatic stellate cell subpopulations in hepatocarcinogenesis. Nature. 2022;610:356–365. doi: 10.1038/s41586-022-05289-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Rozenblum N., Zeira E., Bulvik B., et al. Radiofrequency ablation: inflammatory changes in the periablative zone can induce global organ effects, including liver regeneration. Radiology. 2015;276:416–425. doi: 10.1148/radiol.15141918. [DOI] [PubMed] [Google Scholar]
  • 51.Mao X., Xu J., Wang W., et al. Crosstalk between cancer-associated fibroblasts and immune cells in the tumor microenvironment: new findings and future perspectives. Mol Cancer. 2021;20:131. doi: 10.1186/s12943-021-01428-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Zhang Y., Ertl H.C. Depletion of FAP+ cells reduces immunosuppressive cells and improves metabolism and functions CD8+T cells within tumors. Oncotarget. 2016;7:23282–23299. doi: 10.18632/oncotarget.7818. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Wei Y., Kim T.J., Peng D.H., et al. Fibroblast-specific inhibition of TGF-β1 signaling attenuates lung and tumor fibrosis. J Clin Invest. 2017;127:3675–3688. doi: 10.1172/JCI94624. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Kong J., Yao C., Dong S., et al. ICAM-1 activates platelets and promotes endothelial permeability through VE-Cadherin after insufficient radiofrequency ablation. Adv Sci. 2021;8 doi: 10.1002/advs.202002228. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Kong J., Yao C., Ding X., et al. ATPase inhibitory factor 1 promotes hepatocellular carcinoma progression after insufficient radiofrequency ablation, and attenuates cell sensitivity to Sorafenib therapy. Front Oncol. 2020;10:1080. doi: 10.3389/fonc.2020.01080. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Fang J.H., Chen J.Y., Zheng J.L., et al. Fructose metabolism in tumor endothelial cells promotes angiogenesis by activating AMPK signaling and mitochondrial respiration. Cancer Res. 2023;83:1249–1263. doi: 10.1158/0008-5472.CAN-22-1844. [DOI] [PubMed] [Google Scholar]
  • 57.Wang X., Qiu Z., Dong W., et al. S1PR1 induces metabolic reprogramming of ceramide in vascular endothelial cells, affecting hepatocellular carcinoma angiogenesis and progression. Cell Death Dis. 2022;13:768. doi: 10.1038/s41419-022-05210-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Sharma A., Seow J.J.W., Dutertre C.A., et al. Onco-fetal reprogramming of endothelial cells drives immunosuppressive macrophages in hepatocellular carcinoma. Cell. 2020;183:377–394.e21. doi: 10.1016/j.cell.2020.08.040. [DOI] [PubMed] [Google Scholar]
  • 59.Bejarano L., Jordāo M.J.C., Joyce J.A. Therapeutic targeting of the tumor microenvironment. Cancer Discov. 2021;11:933–959. doi: 10.1158/2159-8290.CD-20-1808. [DOI] [PubMed] [Google Scholar]
  • 60.Zhang R., Ma M., Lin X.H., et al. Extracellular matrix collagen I promotes the tumor progression of residual hepatocellular carcinoma after heat treatment. BMC Cancer. 2018;18:901. doi: 10.1186/s12885-018-4820-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Zhang R., Ma M., Dong G., et al. Increased matrix stiffness promotes tumor progression of residual hepatocellular carcinoma after insufficient heat treatment. Cancer Sci. 2017;108:1778–1786. doi: 10.1111/cas.13322. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Zhang G.P., Xie Z.L., Jiang J., et al. Mechanical confinement promotes heat resistance of hepatocellular carcinoma via SP1/IL4I1/AHR axis. Cell Rep Med. 2023;4 doi: 10.1016/j.xcrm.2023.101128. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Sutherland T.E., Dyer D.P., Allen J.E. The extracellular matrix and the immune system: a mutually dependent relationship. Science. 2023;379 doi: 10.1126/science.abp8964. [DOI] [PubMed] [Google Scholar]
  • 64.Sprague L., Muccioli M., Pate M., et al. The interplay between surfaces and soluble factors define the immunologic and angiogenic properties of myeloid dendritic cells. BMC Immunol. 2011;12:35. doi: 10.1186/1471-2172-12-35. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Simon T., Li L., Wagner C., et al. Differential regulation of T-cell immunity and tolerance by stromal laminin expressed in the lymph node. Transplantation. 2019;103:2075–2089. doi: 10.1097/TP.0000000000002774. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Stromnes I.M., Schmitt T.M., Hulbert A., et al. T cells engineered against a native antigen can surmount immunologic and physical barriers to treat pancreatic ductal adenocarcinoma. Cancer Cell. 2015;28:638–652. doi: 10.1016/j.ccell.2015.09.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Guan X., Chen J., Hu Y., et al. Highly enhanced cancer immunotherapy by combining nanovaccine with hyaluronidase. Biomaterials. 2018;171:198–206. doi: 10.1016/j.biomaterials.2018.04.039. [DOI] [PubMed] [Google Scholar]
  • 68.Lo A., Wang L.S., Scholler J., et al. Tumor-promoting desmoplasia is disrupted by depleting FAP-expressing stromal cells. Cancer Res. 2015;75:2800–2810. doi: 10.1158/0008-5472.CAN-14-3041. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Markezana A., Ahmed M., Kumar G., et al. Moderate hyperthermic heating encountered during thermal ablation increases tumor cell activity. Int J Hyperther. 2020;37:119–129. doi: 10.1080/02656736.2020.1714084. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70.Duan X.H., Li H., Han X.W., et al. Upregulation of IL-6 is involved in moderate hyperthermia induced proliferation and invasion of hepatocellular carcinoma cells. Eur J Pharmacol. 2018;833:230–236. doi: 10.1016/j.ejphar.2018.06.014. [DOI] [PubMed] [Google Scholar]
  • 71.Shi L., Wang J., Ding N., et al. Inflammation induced by incomplete radiofrequency ablation accelerates tumor progression and hinders PD-1 immunotherapy. Nat Commun. 2019;10:5421. doi: 10.1038/s41467-019-13204-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Li K., Niu Y., Yuan Y., et al. Insufficient ablation induces E3-ligase Nedd4 to promote hepatocellular carcinoma progression by tuning TGF-beta signaling. Oncogene. 2022;41:3197–3209. doi: 10.1038/s41388-022-02334-6. [DOI] [PubMed] [Google Scholar]
  • 73.Ouyang Y., Liu K., Hao M., et al. Radiofrequency ablation-increased CXCL10 is associated with earlier recurrence of hepatocellular carcinoma by promoting stemness. Tumour Biol. 2016;37:3697–3704. doi: 10.1007/s13277-015-4035-5. [DOI] [PubMed] [Google Scholar]
  • 74.Su T., Huang M., Liao J., et al. Insufficient radiofrequency ablation promotes hepatocellular carcinoma metastasis through N6-Methyladenosine mRNA methylation-dependent mechanism. Hepatology. 2021;74:1339–1356. doi: 10.1002/hep.31766. [DOI] [PubMed] [Google Scholar]
  • 75.Dai H., Jia G., Wang H., et al. Epidermal growth factor receptor transactivation is involved in the induction of human hepatoma SMMC7721 cell proliferation by insufficient radiofrequency ablation. Oncol Lett. 2017;14:2463–2467. doi: 10.3892/ol.2017.6463. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Thompson S.M., Jondal D.E., Butters K.A., et al. Heat stress induced, ligand-independent MET and EGFR signalling in hepatocellular carcinoma. Int J Hyperther. 2018;34:812–823. doi: 10.1080/02656736.2017.1385859. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Deng Y., Cheng J., Fu B., et al. Hepatic carcinoma-associated fibroblasts enhance immune suppression by facilitating the generation of myeloid-derived suppressor cells. Oncogene. 2016;36:1090–1101. doi: 10.1038/onc.2016.273. [DOI] [PubMed] [Google Scholar]
  • 78.Shen Y., Wei Y., Wang Z., et al. TGF-β regulates hepatocellular carcinoma progression by inducing Treg cell polarization. Cell Physiol Biochem. 2015;35:1623–1632. doi: 10.1159/000373976. [DOI] [PubMed] [Google Scholar]
  • 79.Propper D.J., Balkwill F.R. Harnessing cytokines and chemokines for cancer therapy. Nat Rev Clin Oncol. 2022;19:237–253. doi: 10.1038/s41571-021-00588-9. [DOI] [PubMed] [Google Scholar]
  • 80.Zheng X., Wu Y., Bi J., et al. The use of supercytokines, immunocytokines, engager cytokines, and other synthetic cytokines in immunotherapy. Cell Mol Immunol. 2022;19:192–209. doi: 10.1038/s41423-021-00786-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Wang J., Wang X., Zhang X., et al. Extracellular vesicles and hepatocellular carcinoma: opportunities and challenges. Front Oncol. 2022;12 doi: 10.3389/fonc.2022.884369. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Ma D., Gao X., Liu Z., et al. Exosome-transferred long non-coding RNA ASMTL-AS1 contributes to malignant phenotypes in residual hepatocellular carcinoma after insufficient radiofrequency ablation. Cell Prolif. 2020;53 doi: 10.1111/cpr.12795. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Chen Q.T., Zhang Z.Y., Huang Q.L., et al. HK1 from hepatic stellate cell-derived extracellular vesicles promotes progression of hepatocellular carcinoma. Nat Metab. 2022;4:1306–1321. doi: 10.1038/s42255-022-00642-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Li Y.J., Wu J.Y., Wang J.M., et al. Gemcitabine loaded autologous exosomes for effective and safe chemotherapy of pancreatic cancer. Acta Biomater. 2020;101:519–530. doi: 10.1016/j.actbio.2019.10.022. [DOI] [PubMed] [Google Scholar]
  • 85.de Almeida L.G.N., Thode H., Eslambolchi Y., et al. Matrix metalloproteinases: from molecular mechanisms to physiology, pathophysiology, and pharmacology. Pharmacol Rev. 2022;74:712–768. doi: 10.1124/pharmrev.121.000349. [DOI] [PubMed] [Google Scholar]
  • 86.Dong S., Kong J., Kong F., et al. Insufficient radiofrequency ablation promotes epithelial-mesenchymal transition of hepatocellular carcinoma cells through Akt and ERK signaling pathways. J Transl Med. 2013;11:273. doi: 10.1186/1479-5876-11-273. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Zhang N., Ma D., Wang L., et al. Insufficient radiofrequency ablation treated hepatocellular carcinoma cells promote metastasis by up-regulation ITGB3. J Cancer. 2017;8:3742–3754. doi: 10.7150/jca.20816. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Zhou Y., Liu X., Zhang W., et al. HMGB1 released from dead tumor cells after insufficient radiofrequency ablation promotes progression of HCC residual tumor via ERK1/2 pathway. Int J Hyperther. 2023;40 doi: 10.1080/02656736.2023.2174709. [DOI] [PubMed] [Google Scholar]
  • 89.Kang S.U., Cho S.Y., Jeong H., et al. Matrix metalloproteinase 11 (MMP11) in macrophages promotes the migration of HER2-positive breast cancer cells and monocyte recruitment through CCL2-CCR2 signaling. Lab Invest. 2022;102:376–390. doi: 10.1038/s41374-021-00699-y. [DOI] [PubMed] [Google Scholar]
  • 90.Ye Y., Kuang X., Xie Z., et al. Small-molecule MMP2/MMP9 inhibitor SB-3CT modulates tumor immune surveillance by regulating PD-L1. Genome Med. 2020;12:83. doi: 10.1186/s13073-020-00780-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Bastani S., Akbarzadeh M., Rastgar Rezaei Y., et al. Melatonin as a therapeutic agent for the inhibition of hypoxia-induced tumor progression: a description of possible mechanisms involved. Int J Mol Sci. 2021;22 doi: 10.3390/ijms221910874. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Schito L., Semenza G.L. Hypoxia-inducible factors: master regulators of cancer progression. Trends Cancer. 2016;2:758–770. doi: 10.1016/j.trecan.2016.10.016. [DOI] [PubMed] [Google Scholar]
  • 93.Tong Y., Yang H., Xu X., et al. Effect of a hypoxic microenvironment after radiofrequency ablation on residual hepatocellular cell migration and invasion. Cancer Sci. 2017;108:753–762. doi: 10.1111/cas.13191. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Yamada S., Utsunomiya T., Morine Y., et al. Expressions of hypoxia-inducible factor-1 and epithelial cell adhesion molecule are linked with aggressive local recurrence of hepatocellular carcinoma after radiofrequency ablation therapy. Ann Surg Oncol. 2014;21:S436–S442. doi: 10.1245/s10434-014-3575-z. [DOI] [PubMed] [Google Scholar]
  • 95.Wu L., Zhou J., Zhou W., et al. Sorafenib blocks the activation of the HIF-2α/VEGFA/EphA2 pathway, and inhibits the rapid growth of residual liver cancer following high-intensity focused ultrasound therapy in vivo. Pathol Res Pract. 2021;220 doi: 10.1016/j.prp.2020.153270. [DOI] [PubMed] [Google Scholar]
  • 96.Yang Y., Chen W., Mai W., et al. HIF-2alpha regulates proliferation, invasion, and metastasis of hepatocellular carcinoma cells via VEGF/Notch1 signaling axis after insufficient radiofrequency ablation. Front Oncol. 2022;12 doi: 10.3389/fonc.2022.998295. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Wu L., Fu Z., Zhou S., et al. HIF-1alpha and HIF-2alpha: siblings in promoting angiogenesis of residual hepatocellular carcinoma after high-intensity focused ultrasound ablation. PLoS One. 2014;9 doi: 10.1371/journal.pone.0088913. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • 98.Xu W.L., Wang S.H., Sun W.B., et al. Insufficient radiofrequency ablation-induced autophagy contributes to the rapid progression of residual hepatocellular carcinoma through the HIF-1alpha/BNIP3 signaling pathway. BMB Rep. 2019;52:277–282. doi: 10.5483/BMBRep.2019.52.4.263. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 99.Zhou Y., Huang Y., Hu K., et al. HIF1A activates the transcription of lncRNA RAET1K to modulate hypoxia-induced glycolysis in hepatocellular carcinoma cells via miR-100-5p. Cell Death Dis. 2020;11:176. doi: 10.1038/s41419-020-2366-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100.Chen Y., Bei J., Liu M., et al. Sublethal heat stress-induced O-GlcNAcylation coordinates the Warburg effect to promote hepatocellular carcinoma recurrence and metastasis after thermal ablation. Cancer Lett. 2021;518:23–34. doi: 10.1016/j.canlet.2021.06.001. [DOI] [PubMed] [Google Scholar]
  • 101.Wei F., Wang D., Wei J., et al. Metabolic crosstalk in the tumor microenvironment regulates antitumor immunosuppression and immunotherapy resistance. Cell Mol Life Sci. 2021;78:173–193. doi: 10.1007/s00018-020-03581-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102.Morse M.A., Sun W., Kim R., et al. The role of angiogenesis in hepatocellular carcinoma. Clin Cancer Res. 2019;25:912–920. doi: 10.1158/1078-0432.CCR-18-1254. [DOI] [PubMed] [Google Scholar]
  • 103.Chen X., Huang Y., Chen H., et al. Augmented EPR effect post IRFA to enhance the therapeutic efficacy of arsenic loaded ZIF-8 nanoparticles on residual HCC progression. J Nanobiotechnol. 2022;20:34. doi: 10.1186/s12951-021-01161-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 104.Ke S., Ding X.M., Kong J., et al. Low temperature of radiofrequency ablation at the target sites can facilitate rapid progression of residual hepatic VX2 carcinoma. J Transl Med. 2010;8:73. doi: 10.1186/1479-5876-8-73. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Liu Z., Dai H., Jia G., et al. Insufficient radiofrequency ablation promotes human hepatoma SMMC7721 cell proliferation by stimulating vascular endothelial growth factor overexpression. Oncol Lett. 2015;9:1893–1896. doi: 10.3892/ol.2015.2966. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 106.Ahmed M., Kumar G., Moussa M., et al. Hepatic radiofrequency ablation-induced stimulation of distant tumor growth is suppressed by c-Met inhibition. Radiology. 2016;279:103–117. doi: 10.1148/radiol.2015150080. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 107.Zhang Y., Zhang Y., Wang J., et al. Amarogentin inhibits liver cancer cell angiogenesis after insufficient radiofrequency ablation via affecting stemness and the p53-dependent VEGFA/Dll4/Notch1 pathway. BioMed Res Int. 2020;2020 doi: 10.1155/2020/5391058. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108.Tan L., Chen S., Wei G., et al. Sublethal heat treatment of hepatocellular carcinoma promotes intrahepatic metastasis and stemness in a VEGFR1-dependent manner. Cancer Lett. 2019;460:29–40. doi: 10.1016/j.canlet.2019.05.041. [DOI] [PubMed] [Google Scholar]
  • 109.Kong J., Kong J., Pan B., et al. Insufficient radiofrequency ablation promotes angiogenesis of residual hepatocellular carcinoma via HIF-1alpha/VEGFA. PLoS One. 2012;7 doi: 10.1371/journal.pone.0037266. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 110.Jia G., Kong J., Yao C., et al. Platelet lysates in hepatocellular carcinoma patients after radiofrequency ablation facilitate tumor proliferation, invasion and vasculogenic mimicry. Int J Med Sci. 2020;17:2104–2112. doi: 10.7150/ijms.44405. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 111.Jiang C., Liu B., Chen S., et al. Safety margin after radiofrequency ablation of hepatocellular carcinoma: precise assessment with a three-dimensional reconstruction technique using CT imaging. Int J Hyperther. 2018;34:1135–1141. doi: 10.1080/02656736.2017.1411981. [DOI] [PubMed] [Google Scholar]
  • 112.Li F.Y., Li J.G., Wu S.S., et al. An optimal ablative margin of small single hepatocellular carcinoma treated with image-guided percutaneous thermal ablation and local recurrence prediction base on the ablative margin: a multicenter study. J Hepatocell Carcinoma. 2021;8:1375–1388. doi: 10.2147/JHC.S330746. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 113.Laimer G., Schullian P., Jaschke N., et al. Minimal ablative margin (MAM) assessment with image fusion: an independent predictor for local tumor progression in hepatocellular carcinoma after stereotactic radiofrequency ablation. Eur Radiol. 2020;30:2463–2472. doi: 10.1007/s00330-019-06609-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114.Minami Y., Nishida N., Kudo M. Therapeutic response assessment of RFA for HCC: contrast-enhanced US, CT and MRI. World J Gastroenterol. 2014;20:4160–4166. doi: 10.3748/wjg.v20.i15.4160. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 115.Bale R., Schullian P., Eberle G., et al. Stereotactic radiofrequency ablation of hepatocellular carcinoma: a histopathological study in explanted livers. Hepatology. 2019;70:840–850. doi: 10.1002/hep.30406. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 116.Xu E., Li K., Long Y., et al. Intra-procedural CT/MR-ultrasound fusion imaging helps to improve outcomes of thermal ablation for hepatocellular carcinoma: results in 502 nodules. Ultraschall der Med. 2021;42:e9–e19. doi: 10.1055/a-1021-1616. English. [DOI] [PubMed] [Google Scholar]
  • 117.Joo I., Morrow K.W., Raman S.S., et al. CT-monitored minimal ablative margin control in single-session microwave ablation of liver tumors: an effective strategy for local tumor control. Eur Radiol. 2022;32:6327–6335. doi: 10.1007/s00330-022-08723-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 118.Poon R.T., Lau C., Pang R., et al. High serum vascular endothelial growth factor levels predict poor prognosis after radiofrequency ablation of hepatocellular carcinoma: importance of tumor biomarker in ablative therapies. Ann Surg Oncol. 2007;14:1835–1845. doi: 10.1245/s10434-007-9366-z. [DOI] [PubMed] [Google Scholar]
  • 119.Teng W., Jeng W.J., Chen W.T., et al. Soluble form of CTLA-4 is a good predictor for tumor recurrence after radiofrequency ablation in hepatocellular carcinoma patients. Cancer Med. 2022;11:3786–3795. doi: 10.1002/cam4.4760. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 120.Tsuchiya K., Komuta M., Yasui Y., et al. Expression of keratin 19 is related to high recurrence of hepatocellular carcinoma after radiofrequency ablation. Oncology. 2011;80:278–288. doi: 10.1159/000328448. [DOI] [PubMed] [Google Scholar]
  • 121.Beleu A., Autelitano D., Geraci L., et al. Radiofrequency ablation of hepatocellular carcinoma: CT texture analysis of the ablated area to predict local recurrence. Eur J Radiol. 2022;150 doi: 10.1016/j.ejrad.2022.110250. [DOI] [PubMed] [Google Scholar]
  • 122.Zhang X., Wang C., Zheng D., et al. Radiomics nomogram based on multi-parametric magnetic resonance imaging for predicting early recurrence in small hepatocellular carcinoma after radiofrequency ablation. Front Oncol. 2022;12 doi: 10.3389/fonc.2022.1013770. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 123.Wang R., Xu H., Chen W., et al. Gadoxetic acid-enhanced MRI with a focus on LI-RADS v2018 imaging features predicts the prognosis after radiofrequency ablation in small hepatocellular carcinoma. Front Oncol. 2023;13 doi: 10.3389/fonc.2023.975216. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 124.Wang H., Guo W., Yang W., et al. Computer-aided color parameter imaging of contrast-enhanced ultrasound evaluates hepatocellular carcinoma hemodynamic features and predicts radiofrequency ablation outcome. Ultrasound Med Biol. 2022;48:1555–1566. doi: 10.1016/j.ultrasmedbio.2022.04.002. [DOI] [PubMed] [Google Scholar]
  • 125.Kobe A., Kindler Y., Klotz E., et al. Fusion of preinterventional MR imaging with liver perfusion CT after RFA of hepatocellular carcinoma: early quantitative prediction of local recurrence. Invest Radiol. 2021;56:188–196. doi: 10.1097/RLI.0000000000000726. [DOI] [PubMed] [Google Scholar]
  • 126.van den Bijgaart R.J.E., Schuurmans F., Fütterer J.J., et al. Immune modulation plus tumor ablation: adjuvants and antibodies to prime and boost anti-tumor immunity in situ. Front Immunol. 2021;12 doi: 10.3389/fimmu.2021.617365. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 127.Jin M., Yu Q., Liu Y., et al. Safety and efficacy of physical thermal ablation combined Sorafenib for hepatocellular carcinoma: a meta-analysis. J Clin Transl Hepatol. 2021;9:149–159. doi: 10.14218/JCTH.2020.00125. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 128.Dong S., Kong J., Kong F., et al. Sorafenib suppresses the epithelial-mesenchymal transition of hepatocellular carcinoma cells after insufficient radiofrequency ablation. BMC Cancer. 2015;15:939. doi: 10.1186/s12885-015-1949-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 129.Brackenier C., Kinget L., Cappuyns S., et al. Unraveling the synergy between atezolizumab and bevacizumab for the treatment of hepatocellular carcinoma. Cancers. 2023;15:348. doi: 10.3390/cancers15020348. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 130.Duffy A.G., Ulahannan S.V., Makorova-Rusher O., et al. Tremelimumab in combination with ablation in patients with advanced hepatocellular carcinoma. J Hepatol. 2017;66:545–551. doi: 10.1016/j.jhep.2016.10.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 131.Zhang L., Wang J., Jiang J., et al. CTLA-4 blockade suppresses progression of residual tumors and improves survival after insufficient radiofrequency ablation in a subcutaneous murine hepatoma model. Cardiovasc Intervent Radiol. 2020;43:1353–1361. doi: 10.1007/s00270-020-02505-6. [DOI] [PubMed] [Google Scholar]
  • 132.Shi L., Chen L., Wu C., et al. PD-1 blockade boosts radiofrequency ablation-elicited adaptive immune responses against tumor. Clin Cancer Res. 2016;22:1173–1184. doi: 10.1158/1078-0432.CCR-15-1352. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 133.Tian Z., Hong B., Chen J., et al. Combination of radiofrequency ablation with resiquimod to treat hepatocellular carcinoma via inflammation of tumor immune microenvironment and suppression of angiogenesis. Front Oncol. 2022;12 doi: 10.3389/fonc.2022.891724. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 134.Kirtane K., Elmariah H., Chung C.H., et al. Adoptive cellular therapy in solid tumor malignancies: review of the literature and challenges ahead. J Immunother Cancer. 2021;9 doi: 10.1136/jitc-2021-002723. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 135.Zhong X., Zhou Y., Cao Y., et al. Enhanced antitumor efficacy through microwave ablation combined with a dendritic cell-derived exosome vaccine in hepatocellular carcinoma. Int J Hyperther. 2020;37:1210–1218. doi: 10.1080/02656736.2020.1836406. [DOI] [PubMed] [Google Scholar]
  • 136.Tang Y., Shu Z., Zhu M., et al. Size-tunable nanoregulator-based radiofrequency ablation suppresses MDSCs and their compensatory immune evasion in hepatocellular carcinoma. Adv Healthcare Mater. 2023 doi: 10.1002/adhm.202302013. [DOI] [PubMed] [Google Scholar]
  • 137.Sun T., Sun B., Cao Y., et al. Synergistic effect of OK-432 in combination with an anti-PD-1 antibody for residual tumors after radiofrequency ablation of hepatocellular carcinoma. Biomed Pharmacother. 2023;166 doi: 10.1016/j.biopha.2023.115351. [DOI] [PubMed] [Google Scholar]
  • 138.Kitahara M., Mizukoshi E., Terashima T., et al. Safety and long-term outcome of intratumoral injection of OK432-stimulated dendritic cells for hepatocellular carcinomas after radiofrequency ablation. Transl Oncol. 2020;13 doi: 10.1016/j.tranon.2020.100777. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 139.Cui J., Wang N., Zhao H., et al. Combination of radiofrequency ablation and sequential cellular immunotherapy improves progression-free survival for patients with hepatocellular carcinoma. Int J Cancer. 2014;134:342–351. doi: 10.1002/ijc.28372. [DOI] [PubMed] [Google Scholar]
  • 140.Liao R., Song P., Duan Y., et al. A well-matched marriage of immunotherapy and radiofrequency ablation to reduce the relapse and progression of hepatocellular carcinoma. BioScience Trends. 2022;16:377–380. doi: 10.5582/bst.2022.01373. [DOI] [PubMed] [Google Scholar]
  • 141.Jiang T., Zhang X., Ding J., et al. Inflammation and cancer: inhibiting the progression of residual hepatic VX2 carcinoma by anti-inflammatory drug after incomplete radiofrequency ablation. Int J Clin Exp Pathol. 2015;8:13945–13956. [PMC free article] [PubMed] [Google Scholar]
  • 142.Jiang J., Chen S., Li K., et al. Targeting autophagy enhances heat stress-induced apoptosis via the ATP-AMPK-mTOR axis for hepatocellular carcinoma. Int J Hyperther. 2019;36:499–510. doi: 10.1080/02656736.2019.1600052. [DOI] [PubMed] [Google Scholar]
  • 143.Zhao Z., Wu J., Liu X., et al. Insufficient radiofrequency ablation promotes proliferation of residual hepatocellular carcinoma via autophagy. Cancer Lett. 2018;421:73–81. doi: 10.1016/j.canlet.2018.02.024. [DOI] [PubMed] [Google Scholar]
  • 144.Wang X., Deng Q., Feng K., et al. Insufficient radiofrequency ablation promotes hepatocellular carcinoma cell progression via autophagy and the CD133 feedback loop. Oncol Rep. 2018;40:241–251. doi: 10.3892/or.2018.6403. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 145.Zhang Q., Kong J., Dong S., et al. Metformin exhibits the anti-proliferation and anti-invasion effects in hepatocellular carcinoma cells after insufficient radiofrequency ablation. Cancer Cell Int. 2017;17:48. doi: 10.1186/s12935-017-0418-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 146.Wang S., Liu J., Wu H., et al. All-trans retinoic acid (ATRA) inhibits insufficient radiofrequency ablation (IRFA)-induced enrichment of tumor-initiating cells in hepatocellular carcinoma. Chin J Cancer Res. 2021;33:694–707. doi: 10.21147/j.issn.1000-9604.2021.06.06. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 147.Zhang N., Wang L.R., Li D.D., et al. Interferon-α combined with herbal compound "Songyou Yin" effectively inhibits the increased invasiveness and metastasis by insufficient radiofrequency ablation of hepatocellular carcinoma in an animal model. Integr Cancer Ther. 2018;17:1260–1269. doi: 10.1177/1534735418801525. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 148.Dong S., Li Z., Kong J., et al. Arsenic trioxide inhibits angiogenesis of hepatocellular carcinoma after insufficient radiofrequency ablation via blocking paracrine angiopoietin-1 and angiopoietin-2. Int J Hyperther. 2022;39:888–896. doi: 10.1080/02656736.2022.2093995. [DOI] [PubMed] [Google Scholar]
  • 149.Chen L., Ying X., Zhang D., et al. Iodine-125 brachytherapy can prolong progression-free survival of patients with locoregional recurrence and/or residual hepatocellular carcinoma after radiofrequency ablation. Cancer Biother Radiopharm. 2021;36:820–826. doi: 10.1089/cbr.2020.3647. [DOI] [PubMed] [Google Scholar]
  • 150.Zhu W., Zhong Z., Yan H., et al. Clinical efficacy of CT-guided 125I brachytherapy in patients with local residual or recurrent hepatocellular carcinoma after thermal ablation. Insights Imaging. 2022;13:185. doi: 10.1186/s13244-022-01327-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 151.Tan Y., Ding X., Long H., et al. Percutaneous ethanol injection enhanced the efficacy of radiofrequency ablation in the treatment of HCC: an insight into the mechanism of ethanol action. Int J Hyperther. 2021;38:1394–1400. doi: 10.1080/02656736.2021.1977857. [DOI] [PubMed] [Google Scholar]
  • 152.Cui R., Wang L., Zhang D., et al. Combination therapy using microwave ablation and d-mannose-chelated iron oxide nanoparticles inhibits hepatocellular carcinoma progression. Acta Pharm Sin B. 2022;12:3475–3485. doi: 10.1016/j.apsb.2022.05.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 153.Zhou Q., Gong N., Zhang D., et al. Mannose-derived carbon dots amplify microwave ablation-induced antitumor immune responses by capturing and transferring "Danger Signals" to dendritic cells. ACS Nano. 2021;15:2920–2932. doi: 10.1021/acsnano.0c09120. [DOI] [PubMed] [Google Scholar]
  • 154.Xiao Z., Li T., Zheng X., et al. Nanodrug enhances post-ablation immunotherapy of hepatocellular carcinoma via promoting dendritic cell maturation and antigen presentation. Bioact Mater. 2023;21:57–68. doi: 10.1016/j.bioactmat.2022.07.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 155.Gowd V., Ahmad A., Tarique M., et al. Advancement of cancer immunotherapy using nanoparticles-based nanomedicine. Semin Cancer Biol. 2022;86:624–644. doi: 10.1016/j.semcancer.2022.03.026. [DOI] [PubMed] [Google Scholar]
  • 156.Sahai E., Astsaturov I., Cukierman E., et al. A framework for advancing our understanding of cancer-associated fibroblasts. Nat Rev Cancer. 2020;20:174–186. doi: 10.1038/s41568-019-0238-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 157.Biffi G., Tuveson D.A. Diversity and biology of cancer-associated fibroblasts. Physiol Rev. 2021;101:147–176. doi: 10.1152/physrev.00048.2019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 158.Schindler C., Collinson A., Matthews C., et al. Exosomal delivery of doxorubicin enables rapid cell entry and enhanced in vitro potency. PLoS One. 2019;14 doi: 10.1371/journal.pone.0214545. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 159.Arima Y., Liu W., Takahashi Y., et al. Effects of localization of antigen proteins in antigen-loaded exosomes on efficiency of antigen presentation. Mol Pharm. 2019;16:2309–2314. doi: 10.1021/acs.molpharmaceut.8b01093. [DOI] [PubMed] [Google Scholar]

Articles from Journal of Interventional Medicine are provided here courtesy of Shanghai Journal of Interventional Radiology Press

RESOURCES