Macrophages, originating from bone marrow–derived circulating monocytes, display notable functional plasticity. They can polarize into two major subtypes with contrasting roles: pro-inflammatory M1 macrophages and anti-inflammatory M2 macrophages, reflecting distinct activation states [15]. The M1 phenotype produces proinflammatory cytokines and reactive oxygen and nitrogen species, contributing significantly to immune activation and the elimination of tumor cells [16]. Evidence suggests that the presence of M1 macrophages within tumors correlates with improved survival in cancer patients, underscoring their tumor-suppressive role [17]. In contrast, M2 macrophages contribute to immune regulation and tissue remodeling by dampening inflammatory responses. However, this phenotype also promotes tumor progression and immune escape, and is strongly linked to poor prognosis and metastasis in HCC [18]. For instance, through C-C motif chemokine ligand 2 (CCL2) signaling, the M2 subtype can induce epithelial-mesenchymal transition (EMT), which facilitates tumor growth and invasion. This phenomenon significantly contributes to the unfavorable prognosis observed in individuals with the M2 subtype [19]. Tumor-derived Wnt ligands further promote M2 polarization, leading to immunosuppression. Therapeutic strategies targeting Wnt secretion in tumor cells or inhibiting Wnt/β-catenin signaling in TAMs have shown promise in preclinical models of liver cancer. Immunohistochemical markers such as CD86 (for M1) and CD163 or CD206 (for M2) are commonly used to differentiate macrophage subtypes in tumors. Sun et al. reported that low CD86⁺ M1 and high CD206⁺ M2 infiltration are associated with more aggressive HCC phenotypes, and the combined analysis of these markers may provide prognostic value [20]. The recent focus of research has been on populations of immunosuppressive TAMs. Specific cytokines released by HCC, such as interleukin-4 (IL-4), interleukin-13 (IL-13), colony stimulating factor 1 (CSF-1), CCL2, C-X-C motif chemokine ligand 12 (CXCL12), and connective tissue growth factor (CTGF), are known to induce TAMs derived from other sources [21]. For instance, HCC can secrete CCL2 and recruit pro-inflammatory monocyte-derived macrophages expressing C-C motif chemokine receptor 2 (CCR2) through the signaling pathway of CCL2-CCR2. A study demonstrated that these macrophages could attract regulatory T cells by producing cytokines to suppress immune responses. Additionally, TAMs and myeloid-derived suppressor cells can enhance IL-10 production, thereby inhibiting the cytotoxicity of CD8+ T cells and natural killer (NK) cells. This effect can be partially blocked by using an anti-IL-10 antibody [22]. TAMs can secrete growth factors, such as vascular endothelial growth Factor (VEGF), platelet-derived growth factor (PDGF), fibroblast growth factor (FGF), transforming growth factor-beta (TGF-β) and matrix metalloproteinases (MMPs), which can stimulate endothelial cell migration and promote neovascularization. This process is known as angiogenesis and may contribute to cancer development [23]. Research shows sorafenib can increase macrophage recruitment and VEGF levels in HCC patients. Targeting receptors or signaling proteins is crucial to impede tumor progression and macrophage properties.

The MDSCs encompass a heterogeneous population of immature myeloid cells, comprising granulocytic or polymorphonuclear MDSCs (PMN-MDSCs) and monocytic MDSCs (M-MDSCs). PMN-MDSCs exhibit morphological similarities to N2-polarized neutrophils, while M-MDSCs share a resemblance with M2-polarized macrophages [24]. In HCC, MDSCs are key mediators of immune tolerance, and their accumulation within tumor tissues is strongly correlated with poor prognosis [25]. Within the TME, MDSC expansion is driven by a variety of cytokines and chemokines. Tumor-derived factors such as granulocyte colony-stimulating factor (G-CSF), granulocyte-macrophage colony-stimulating factor (GM-CSF), monocyte chemoattractant protein-1 (MCP-1), and interleukin-1 beta (IL-1β) enhance MDSC recruitment. In addition, hepatic carcinoma-associated tumor-associated fibroblasts (TAFs) promote MDSC development via the IL-6/STAT3 signaling pathway [26]. By activating the EZH2/NF-κB signaling pathway, the cell cycle-related kinase (CCRK) protein found within hepatomas can cause an accumulation of MDSCs. The studies have demonstrated that MDSCs are attracted to VEGF and can enhance its availability through the production of MMP9. Additionally, MDSCs possess the ability to influence other cells via diverse mechanisms [27]. MDSCs suppress antitumor immunity by releasing immunoregulatory molecules such as arginase (ARG), inducible nitric oxide synthase (iNOS), TGF-β, and IL-10. These factors impair T cell proliferation and diminish tumor-specific T cell activity. Additionally, like TAMs, MDSCs secrete galectin-9, which interacts with T-cell immunoglobulin and mucin-domain containing-3 (TIM-3) on T cells, inducing apoptosis [28]. MDSCs inhibit the cytotoxicity and cytokine release of NK cells (e.g., interferon-γ (IFN-γ)), which is mediated by the NKp30 receptor [29]. MDSCs contribute to immunosuppression by facilitating the expansion of CD4⁺CD25⁺Foxp3⁺ Tregs. Additionally, in advanced HCC, MDSCs have been shown to interact with Kupffer cells, resulting in increased PD-L1 expression within the TME. The pivotal role of MDSCs has prompted researchers to explore targeted therapeutic strategies against these cells. Trabectedin, a novel chemotherapeutic agent, selectively targets tumor cells and induces apoptosis in bone marrow cells [30]. In a clinical study, it significantly reduced disease progression and mortality rates compared to best supportive care in patients with advanced malignancies [31]. Trabectedin has been shown to decrease intratumoral MDSC levels, potentially by downregulating MDSC-promoting factors like G-CSF secreted by TAFs [32]. In addition to reducing MDSC-promoting factors, Trabectedin can directly trigger MDSC apoptosis. By lowering MDSC abundance and modulating their suppressive activity, it enhances antitumor immune recognition and response [33]. Estrogen has been reported to impair the functional activity of myeloid cells in HCC [34]. Estrogen lowers the risk of liver cancer in female mice by suppressing Janus kinase activation and inhibiting the STAT6 signaling pathway in necrotic tumor cells. Epidemiological data also show that HCC incidence is generally higher in men than in women, particularly among older populations [35]. However, female HCC patients often have a better survival rate [36]. Estrogen can promote the activity of T cells and NK cells, and also enhance the immune recognition and elimination of tumor cells by modulating the function of DCs [37]. In female patients with HCC, estrogen may confer protection by promoting cellular immune activity and suppressing immune tolerance. Further studies are needed to clarify the regulatory mechanisms of MDSCs and their potential as therapeutic targets, which could provide new directions for liver cancer treatment strategies.

The TME in HCC is characterized by substantial lymphocytic infiltration, including B cells, tertiary lymphoid structures, and various T cell populations collectively known as tumor-infiltrating lymphocytes (TILs). TILs modulate both innate and adaptive immune responses, thereby influencing tumor progression. Among these, multiple T cell subsets—such as αβ T cells, γδ T cells, CD4⁺ T cells, and CD8⁺ T cells—play central roles in orchestrating immune dynamics within the TME [38]. Evidence indicates that various T lymphocyte subsets fulfill distinct functions within the tumor microenvironment. Among them, CD4⁺ Tregs suppress antitumor immunity by inhibiting the activity of effector T cells. Tregs serve a dual role: they help maintain immune homeostasis and prevent autoimmunity, while also contributing to transplant tolerance. Although Treg accumulation in inflamed or tumor-infiltrated liver tissue may protect against collateral damage to normal hepatocytes, their immunosuppressive activity fosters immune tolerance toward tumor cells. This ultimately impairs the cytotoxic function of tumor-specific effector cells, such as CD8⁺ cytotoxic T lymphocytes (CTLs), within the TME [39]. In HCC, the presence of Tregs within tumors and peripheral blood appears more influential than that of CD8⁺ T cells. Studies have reported a marked elevation in both the frequency and absolute number of CD4⁺CD25⁺ Tregs in the TME, along with higher peripheral Treg levels in HCC patients compared to individuals with HCV infection or healthy controls. Tregs mediate immunosuppression through multiple mechanisms, including the release of inhibitory cytokines, induction of cytolysis, metabolic disruption, and suppression of dendritic cell function via CTLA-4 and indoleamine 2,3-dioxygenase (IDO). Notably, the secretion of TGF-β and IL-10 by Tregs within the TME impairs CD8⁺ T cell activity [40]. The collaboration between Tregs and Kupffer cells results in the release of IL-10, STAT3, and VEGF, which triggers Treg proliferation while inhibiting KCs from producing CD8⁺ T cells. It has been discovered that liver-specific chemokine receptor CCR6 draws Tregs into tumors where they are attracted by HCC cell-released CCL20. Additionally, various immune characteristics have been identified in Tregs including PD-1, CTLA-4, OX40, GITR, and TIM-3 [41]. These markers have been evaluated in both preclinical and clinical studies to assess their roles in chronic inflammation and tumor progression. Immunological analyses have revealed that Tregs can effectively suppress CD8⁺ T cell function. Spatial distribution studies indicate that Tregs are more concentrated in the tumor core, whereas CD8⁺ T cells are primarily localized at the tumor margins.

DCs, key antigen-presenting cells (APCs), are essential for antigen presentation, regulation of T cell differentiation, and modulation of T cell responses. In the human liver, DCs are primarily classified into plasmacytoid DCs (pDCs) and classical DCs (cDCs). The pDCs, characterized by BDCA-2 and CD123 expression, respond to TLR7/8 ligands and contribute to antiviral defense through type I interferon secretion, though their capacity to activate T cells is limited. The cDCs, also known as myeloid DCs, are subdivided into CD141⁺/CD14⁻ cDC1 and CD1c⁺/CD14⁺ cDC2 subsets. Both cDC1 and pDCs activate CD4⁺ T cells, while cDC1 and cDC2 facilitate MHC I–restricted activation of CD8⁺ T cells, supporting effector and memory T cell responses. Notably, cDC2 are abundant in the human liver but scarce in the spleen [42]. They contribute to antiviral immunity through type I interferon secretion but exhibit limited capacity to activate T cells [43]. Tumor cells promote the differentiation of DCs into an immature state by downregulating antigen presentation and adhesion molecules, while secreting immunosuppressive factors like IL-10 and VEGF. These immature DCs, in turn, activate Tregs, fostering immune tolerance and suppressing the activity of effector T cells [44]. Studies suggest a potential interaction between immunosuppressive Tregs and pDCs in HCC. DC vaccines are under investigation as a therapeutic approach, wherein patients are administered activated, mature DCs to elicit antitumor immune responses [45]. The study demonstrated favorable safety and tolerability profiles, suggesting that combining DC vaccines with immune checkpoint inhibitors could be a promising strategy for treating malignancies.

KCs, as a specialized subset of macrophages located within the hepatic sinusoids, constitute an integral component of the innate immune system. They originate from monocytes that adhere to the liver sinusoidal walls and undergo differentiation. Under specific physiological circumstances, phagocytosis serves as a rapid mechanism for eliminating exogenous particles or erythrocytes from the bloodstream [46]. In recent years, an increasing number of studies related to KCs have shown their significant impact on the early diagnosis and treatment of HCC [47]. KCs in the pathological state of TME can promote the activation of hepatic stellate cells, thereby promoting fibrosis of liver tissue, producing extracellular matrix (ECM), and triggering tumors. KCs are a key mediator for inflammatory reactions in liver tissue cells, and M2-type KCs express high levels of TGF-β1. Activate hepatic stellate cells (HSCs), which secrete ECM and promote liver fibrosis. When the body is in a normal state, there is always a dynamic balance between the production and degradation of ECM. During liver fibrosis, this balance is disrupted, causing ECM to accumulate and the liver to transform from normal to liver fibrosis or liver cancer. Meanwhile, the excessive accumulation of ECM may also cause local hypoxia, create an inflammatory microenvironment, and reduce the likelihood of the body effectively recognizing and killing liver cancer cells [48]. Additionally, Kupffer cells express α 1-Adrenergic Receptors (α 1-ARs) which can facilitate tumor initiation and metastasis through sympathetic nervous system modulation. Liver cancer is more prevalent in cases of liver cirrhosis following chronic inflammation, and in advanced stages of liver cirrhosis, the sympathetic nervous system (SNS) exhibits abnormal hyperactivity, with SNS innervation playing a crucial role in HCC development. Studies have demonstrated that increased density of sympathetic nerve fibers and KCs α 1-ARs are associated with unfavorable prognosis in HCC; interventions such as sympathetic denervation or α 1-AR blockade have shown potential to reduce diethyl nitrosamine-induced liver cancer incidence and progression. Further investigations revealed that SNS activation via α 1-ARs promotes Kupffer cell activation, and sustains an inflammatory microenvironment, thereby facilitating HCC occurrence [49].

LSECs are specialized endothelial cells that form the interface between circulating blood cells, hepatocytes, and hepatic stellate cells. Under physiological conditions, LSECs modulate hepatic vascular tone to maintain low portal pressure and stable blood flow. They also help preserve the quiescent state of hepatic stellate cells, thereby preventing intrahepatic vasoconstriction and fibrogenesis. Under pathological conditions, especially in HCC, LSECs significantly contribute to disease initiation and progression [50]. From a pathological perspective, it is believed that HCC progresses from precancerous lesions (low to high-grade developmental nodules) to early and late-stage HCC, originating from highly vascularized tumors. This process is closely linked to endothelial cell remodeling and contributes to both HCC development and metastasis. Tumor-driven capillarization of LSECs promotes HSC activation and fibrogenesis, whereas maintenance of the non-capillarized (fenestrated) phenotype helps inhibit HSC activation and protect against liver injury. Chemokines such as CXCL9 and CXCL16 regulate immune cell infiltration during liver disease progression, including in HCC. Furthermore, increased adhesion between circulating tumor cells and LSECs, along with LSEC-induced immune tolerance within the tumor microenvironment, facilitates metastatic dissemination of HCC cells [51]. As HCC progresses, LSECs in peritumoral regions undergo phenotypic alterations, including reduced expression of characteristic markers such as stabilin-2 and CD32b. In mouse xenograft models, peritumoral liver tissue exhibits increased microvascular density and elevated expression of proangiogenic genes, including IL-6 and IL-6R, compared to tumor core tissue [52]. Peritumoral endothelial cells isolated from HCC patients show greater proliferative capacity in response to IL-6 and soluble IL-6R stimulation compared to endothelial cells from tumor tissue. These findings highlight the active involvement of peritumoral endothelial cells in HCC progression and emphasize their relevance in exploring tumor–microenvironment interactions.

HSCs, residing in the space of Disse, are pericyte-like cells that account for approximately 5%–10% of the total liver cell population [53,54]. HSCs participate in liver regeneration but exhibit inhibitory effects on liver cancer by secreting cytokines such as hepatocyte growth factor (HGF) and IL-6 [55]. Cirrhosis, as the main cause of HCC, is caused by long-term chronic inflammation leading to sustained activation of HSCs, ultimately leading to excessive scar formation in the liver, which in turn develops into fibrosis and cirrhosis, ultimately leading to HCC [56]. Several components of the TME, including TGF-β, platelet-derived growth factor (PDGF), as well as vasoactive agents such as thrombin, angiotensin, and endothelin-1, contribute to the activation of HSCs [57]. The activation of HSCs also leads to changes in myofibroblast-like phenotype, production of ECM proteins, and infiltration of HCC. It can also lead to the activation of hematopoietic stem cells, promote the development of accumulated TME, and further maintain the stability of HCC cells [58]. In the process of HCC metastasis, the regulation of immune cells plays a crucial role in tumor immune evasion. The activation of HSCs can affect immune cells and promote their entry into an immunosuppressive state. Research has shown that the transdifferentiation of HSCs increases the production and content of extracellular vesicles (EVs). When modified EVs reach the macrophage membrane, they stimulate cytokine synthesis and release, as well as macrophage migration [59]. Filliol et al., demonstrated that in early disease stages, minimally activated or quiescent HSCs secrete hepatocyte growth factor (HGF), which suppresses HCC progression. However, in more advanced stages, HSCs become fully activated and begin producing collagen I, thereby facilitating tumor growth [60]. The regulatory signals driving the functional heterogeneity of HSC subpopulations remain largely unexplored. Moreover, during fibrosis resolution, activated HSCs may either undergo apoptosis or transition into an inactivated state, which differs from their original quiescent form [61]. The involvement of HSCs in tumor metastasis is primarily mediated through their activation, which promotes EMT in HCC cells, facilitating metastatic spread. Elucidating how activated HSCs contribute at various stages of tumor development is essential for a deeper understanding of HCC pathogenesis.

CAFs are integral components of the tumor stroma and modulate cancer progression through diverse mechanisms, including the secretion of growth factors, inflammatory mediators, exosomes, and the regulation of ECMn remodeling, angiogenesis, tumor biology, and therapeutic response [62,63]. Since most HCC arises in the context of liver cirrhosis, which involves fibroblast activation, proliferation, and accumulation, CAFs contribute to a microenvironment conducive to tumor initiation, progression, and metastasis [64]. During HCC development, tumor cells release various factors that recruit CAFs into TME. In turn, CAFs secrete a range of soluble molecules—including growth factors, inflammatory cytokines, chemokines, and angiogenic factors—that promote tumor cell proliferation and dissemination [65]. Their crosstalk with cancer cells is mediated through a complex signal network that includes TGF-β, mitogen-activated protein kinase (MAPK), Wnt/β-signal pathways such as catenin, Janus kinase/signal transduction, and transcription activating factors (JAK/STATs), and epidermal growth factor receptors (EGFR) [66]. In recent studies on the role of CAFs in the progression of HCC, it was found that CAFs are involved in various chemokines in the TME endocrine system by activating Hedgehog or TGF-β pathways to promote the invasion and metastasis of HCC cells [67]. The TGF-β signaling pathway exhibits dual functionality—acting as a tumor suppressor in precancerous cells while promoting tumor progression in malignant cells. In the TME, TGF-β/Smad signaling facilitates EMT in tumor endothelial cells by upregulating Snail and Slug, thereby enhancing angiogenesis and the accumulation of myofibroblasts and CAFs. Emerging evidence also highlights the broad involvement of the JAK/STAT pathway, activated by CAFs, in regulating key oncogenic processes such as cellular plasticity, proliferation, migration, EMT, angiogenesis, and metastasis. In HCC, CAF-derived IL-6 triggers EMT in cancer cells via activation of the IL-6/JAK/STAT3 axis, which induces transglutaminase 2 (TG2) expression and promotes the mesenchymal phenotype [68]. Numerous studies emphasize the importance of interactions between HCC cells, CAFs, and other stromal components in driving tumor progression. While preclinical and clinical evidence has begun to uncover the involvement of CAFs in immune evasion and resistance to immunotherapy, further elucidation of their distinct roles in HCC could support the development of more effective molecularly targeted therapies.

CSCs represent a subpopulation within tumors that contribute to invasion, metastasis, recurrence, and resistance to therapy. They interact with various cytokines in TME, jointly promoting HCC progression. IL-6 secreted by TAMs in HCC activates STAT3 signaling, thereby enhancing the proliferation of CSCs. Additionally, IL-17E produced by non-CSCs promotes CSC proliferation and self-renewal through activation of the JAK/STAT3 and NF-κB signaling pathways in HCC [69]. Moreover, STAT3 enhances the expression of matrix metalloproteinases (MMP-2 and MMP-9), which contribute to ECM degradation and facilitate the upregulation of EMT-related transcription factors, such as Slug and Twist, ultimately promoting the invasive potential of CSCs in HCC [70]. CAFs secrete cytokines, chemokines, and growth factors to improve the self-renewal of CSCs. IL-6 and HGF produced by CAFs activate STAT3 signaling, leading to CSC activity [71]. The CSCs model for HCC suggests that tumor growth is driven by a subset of tumor stem cells in cancer. This model helps to explain several clinical features of HCC, such as the frequent recurrence following initially successful chemotherapy or radiotherapy, as well as tumor dormancy and resistance to treatment. Over the past two decades, growing research efforts have focused on the identification and characterization of liver CSCs, paving the way for the development of novel diagnostic tools and therapeutic strategies for HCC [72].

The protein PD-1 can be expressed by various types of cells, including active CD8+ T cells, CD4+ T cells, B cells, Tregs, NKs, myeloid cells, monocytes, and DCs. During the effect phase of T cells, PD-1 primarily provides negative regulatory signals. The maintenance of immune tolerance and inhibition of cytotoxic T cells are of utmost importance [77]. PD-1 binds to either PD-L1 or PD-L2 to inhibit the immune system’s response against tumors [78]. PD-L1 is expressed in various non-immune cells as well as tumor cells, B cells, T cells, DCs, antigen-presenting cells (APCs), and MDSCs. In the TME of HCC, PD-L1 is predominantly found in tumor cells and some other APCs. On the other hand, PD-L2 expression is limited to APCs only, which may explain why anti-PD-1/PD-L1 antibodies are effective while PD-L2 has minimal impact on antitumor immunity. In TME, multiple factors interact to affect the expression of PD-1 and PD-L1. For example, Y-box binding protein 1 (YBX1) and circRNA can regulate the expression of PD-L1 and inhibit the function of effector T cells [79,80]. In HCC cases, ICIs can prevent the interaction between PD-1 and PD-L1 from inducing immunosuppression. Patients with high levels of PD-1 or PD-L1 expression in HCC tend to have a poorer prognosis [81]. Among them, several classical drugs have been widely used in clinical practice, including nivolumab, pembrolizumab, durvalumab and atezolizumab.

Nivolumab is a monoclonal antibody that acts as a PD-1 inhibitor, which was approved by the US FDA in June 2015. By obstructing the interaction between PD-1 and its ligands, namely PD-L1 and PD-L2, Nivolumab enhances the activation of T cells to recognize cancer cells, thereby facilitating their elimination [82]. Durvalumab is currently the most frequently utilized FDA-approved PD-L1 monoclonal antibody, and it exhibits a superior safety and tolerability profile compared to conventional chemotherapy drugs. In ongoing clinical trials, it has demonstrated its ability to effectively impede the proliferation of HCC cells, reduce tumor volume, and prolong overall survival. The Phase 2 trial investigated the combination of durvalumab with tremelimumab or bevacizumab in patients diagnosed with unresectable hepatocellular carcinoma (uHCC) [83]. The co-inhibition of PD-L1 by bevacizumab and VEGF inhibition may exhibit an additive effect, enhancing clinical activity [84]. The introduction of atezolizumab has significantly advanced the treatment of advanced unresectable HCC. The FDA has approved the first-line treatment of advanced hepatocellular carcinoma (aHCC) to atezolizumab and bevacizumab, based on the findings from the IMbrave 150 study [85].

The CTLA-4 co-receptor functions as an inhibitor of immune responses and belongs to the CD28 co-receptor family. It is predominantly expressed in activated T cells, regulatory T cells, and naive T cells. In immature T cells, CTLA-4 resides intracellularly but translocates to the cell surface upon stimulation. In Tregs, it remains constitutively present and aids in suppressing immune responses. CTLA-4 competes with CD28 for binding to the costimulatory molecules CD80 (B7-1) and CD86 (B7-2) on antigen-presenting cells, such as DCs, with significantly higher affinity than CD28. While the interaction between B7-1 and CD28 promotes T cell activation, its engagement by CTLA-4 initiates inhibitory signaling pathways that suppress immune responses [86]. Monoclonal antibodies like ipilimumab and tremelimumab can block this negative regulatory response and are well tolerated. In 1996, Allison and his colleagues demonstrated through animal models that inhibitory antibodies that block CTLA-4 can boost the immune response against tumors, marking the first successful application of CTLA-4 in cancer treatment [87]. Tremelimumab is an inhibitor of CTLA-4 that belongs to the human IgG2 class. One of the earliest known practical immunotherapy experiments is to apply tremelimumab to patients with HCC and HCV-related cirrhosis who have progressed after treatment with sorafenib [88]. The utilization of these medications in isolation is infrequent, as they are commonly employed in conjunction with other therapies due to their distinctive mechanisms of action. The efficacy of tremelimumab, the anti-CTLA4, treatment in combination with durvalumab has been demonstrated in numerous phase I/II trials for advanced HCC.

TIM-3 (T-cell immunoglobulin and mucin-domain containing-3) is an immune checkpoint molecule predominantly expressed on immune cells such as effector T cells (Teff), Tregs, NK cells, and DCs [89]. Through interactions with its ligands, including galectin-9, carcinoembryonic antigen-related cell adhesion molecule 1 (CEACAM1), and phosphatidylserine, TIM-3 inhibits T-cell function, promotes immune tolerance, and ultimately facilitates tumor immune evasion. In HCC, high TIM-3 expression is considered a critical marker of T-cell exhaustion, which directly impairs anti-tumor immune responses [90]. Studies have demonstrated that TIM-3 is highly expressed in CD8+ T cells and Tregs within tumor tissues and peripheral blood of HCC patients. This expression often correlates with increased tumor burden, enhanced invasiveness, higher recurrence rates, and is closely associated with disease progression and poor prognosis [91]. As an immune checkpoint molecule, TIM-3 can be targeted with inhibitors to restore T-cell function and enhance anti-tumor immunity [92]. Monoclonal antibodies targeting TIM-3, such as MBG453 and TSR-022, have entered preliminary stages of clinical application, with evidence suggesting their potential therapeutic efficacy against HCC. Furthermore, a synergistic relationship exists between TIM-3 and the PD-1/PD-L1 pathway, with their co-expression often indicating a more profound state of T-cell exhaustion [93]. Preclinical and clinical studies in HCC have shown that dual blockade of TIM-3 and PD-1/PD-L1 enhances anti-tumor activity. This combination therapy improves the immunosuppressive TME and increases treatment response rates.

Lymphocyte-activation gene 3 (LAG-3) is a membrane protein predominantly expressed in immune cells such as CD4+ T cells, CD8+ T cells, Tregs, and NK cells. LAG-3 interacts with major histocompatibility complex class II (MHC-II) molecules to suppress T-cell proliferation, cytokine secretion, and cytotoxic function, thereby weakening anti-tumor immune responses [94]. It is frequently co-expressed with PD-1, collectively contributing to T-cell exhaustion. The high expression of LAG-3 on Tregs enhances their immunosuppressive capabilities, further promoting tumor immune evasion. LAG-3 inhibitors, such as Relatlimab, have demonstrated promising preclinical and clinical potential in various malignancies. Blocking LAG-3 restores T-cell function and bolsters anti-tumor immunity. In HCC, research is ongoing to evaluate the safety and efficacy of LAG-3 monoclonal antibodies. LAG-3 inhibitors have entered phase I/II clinical trials, including studies of Relatlimab in combination with Nivolumab for the treatment of HCC [95]. These trials aim to assess the safety, tolerability, and preliminary efficacy of the combination therapy. Early results indicate that dual blockade of LAG-3 and PD-1 exhibits significant anti-tumor activity with manageable toxicity profiles, highlighting its potential as a novel immunotherapy approach for HCC.

T-cell immunoglobulin and ITIM domain (TIGIT) is an immune checkpoint molecule whose expression is significantly upregulated in TME of HCC. TIGIT is primarily distributed on T cells, NK cells, and other immunosuppressive cell populations. By binding to its ligand CD155, TIGIT inhibits the activity of effector T cells and NK cells while enhancing the function of Tregs, thereby establishing an immunosuppressive TME [96]. This mechanism not only facilitates immune evasion by tumor cells but is also closely associated with HCC progression and poor prognosis. TIGIT monoclonal antibodies, as immune checkpoint inhibitors, have advanced to clinical trial stages. Blocking TIGIT alone or in combination with PD-1/PD-L1 antibodies can restore T-cell and NK cell function, strengthening anti-tumor immune responses. Furthermore, TIGIT inhibitors can be integrated with existing therapies such as targeted agents (e.g., sorafenib and lenvatinib) or locoregional treatments (e.g., ablation and embolization) to improve the TME and enhance therapeutic sensitivity [97]. For HCC patients, combination therapies may overcome the limitations of single-agent approaches, thereby improving overall treatment outcomes.