Covalent organic frameworks for cancer immunotherapy: mechanisms, applications, and prospects.

1
Introduction
Cancer remains one of the most significant global public health challenges (1–3). Over time, treatment strategies have evolved from conventional approaches-such as surgery, chemotherapy, and radiotherapy-to more precise targeted therapies (4–9). In recent years, the emergence of cancer immunotherapy has dramatically reshaped the oncology landscape, offering renewed hope to patients (10–16). Unlike traditional methods that directly target tumor cells, immunotherapy aims to activate or strengthen the body’s own immune system to recognize, attack, and eliminate cancer cells (17–20). Among the most impactful advances is immune checkpoint blockade (ICB), including anti-PD-1/PD-L1 and anti-CTLA-4 antibodies, which have achieved remarkable long-term remission in various advanced cancers, highlighting their substantial clinical promise (21–25). Chemotherapy and radiotherapy are associated with well-known limitations, including drug resistance, severe side effects, and high risks of recurrence and metastasis. In contrast, immunotherapy stands out due to its mechanism-driven specificity, the potential for long-lasting protection through immune memory, and its ability to address tumor heterogeneity (26–30). As a result, it is increasingly becoming a cornerstone of comprehensive cancer treatment.
Despite its promising potential, the broad clinical application of immunotherapy still faces significant hurdles (31–34). A major obstacle is the presence of “cold” tumors, which are characterized by an immunosuppressive tumor microenvironment (TME) and a lack of T-cell infiltration. These features lead to poor response rates to immune checkpoint blockade (ICB), often below 30% (35–40). This suppressive TME arises from a combination of factors, including hypoxia (41–45), overexpression of reactive oxygen species (ROS)-scavenging molecules like glutathione (GSH) (46–49), infiltration of immunosuppressive cells such as regulatory T cells (Tregs) (50–54), and myeloid-derived suppressor cells (MDSCs) (55–58), and inherently low tumor immunogenicity (59–64). Moreover, the therapeutic efficacy of cancer treatments is often limited by systemic toxicity of drugs (65–67), low efficiency in targeted delivery (68–72), and physical barriers presented by solid tumors (73–78). Research has shown that monotherapy with immune-based approaches frequently fails due to factors such as the immunosuppressive TME and insufficient immune activation (79–82). Therefore, developing combination strategies that integrate multiple therapeutic modalities with immunotherapy has become a key approach to improving antitumor outcomes. Numerous studies have demonstrated that therapies such as radiotherapy (RT) (83–86), photodynamic therapy (PDT) (87–93), and photothermal therapy (PTT) (94–99) can effectively induce ICD, leading to the release of tumor-associated antigens. When combined with immune adjuvants that synergistically activate the innate immune system, these treatments hold great promise for triggering robust and long-lasting adaptive immune responses (100–103). In this context, designing and constructing integrated nanoplatforms that combine RT, phototherapy, or sonodynamic therapy (SDT) with the ability to actively remodel the TME, efficiently induce ICD, and enable smart delivery of immunomodulators has emerged as a highly promising research direction (104–109). Such multifunctional nanosystems not only facilitate multimodal synergistic therapy but also offer the potential to transform immunologically “cold” tumors into “hot” tumors that are more responsive to immunotherapy. As a result, these advanced platforms could significantly enhance the overall effectiveness of cancer immunotherapy.
The rise of nanomaterials has provided powerful tools to address the challenges outlined above (110–112). Due to their unique size effects, tunable surface properties, and favorable biocompatibility, nanocarriers offer significant advantages in targeted drug delivery, controlled release, and imaging-guided multimodal therapy (113–116). In the field of immunotherapy, nanoplatforms can co-deliver ICD inducers (e.g., photosensitizers), immune adjuvants (such as CpG, imiquimod or Poly(I:C)), and checkpoint inhibitors within a single system, enabling synergistic delivery and spatiotemporally controlled release (117–120). This approach not only enhances local tumor suppression but also promotes systemic antitumor immunity (121–123). Among various nanomaterials, COFs have recently attracted growing attention. These are crystalline, porous polymers composed of lightweight elements linked by strong covalent bonds (124–127). COFs stand out with exceptional structural designability, high surface area, uniform and adjustable pore sizes, excellent stability, and good biocompatibility, surpassing many conventional nanomaterials (128–131).
COFs are a class of crystalline, porous organic materials composed of light elements such as carbon, hydrogen, boron, oxygen, and nitrogen (132, 133). These frameworks are constructed by linking molecular building blocks through strong covalent bonds in a periodic, ordered arrangement (134). A variety of synthetic strategies have been developed for COF preparation, including solvothermal synthesis, ionothermal methods, microwave-assisted heating, and surface-mediated growth (125, 135). What sets COFs apart is their reliance on reversible covalent chemistry: during synthesis, dynamic bond formation allows for error correction through repeated bond breaking and reformation, ultimately leading to highly ordered structures (136). The resulting frameworks often feature extended π-conjugation, which not only enhances structural rigidity but also imparts remarkable chemical stability (137–139). This combination of structural precision, reversibility-driven crystallinity, and tunable functionality makes COFs uniquely suited for rational design and targeted applications.
COFs have shown significant advantages in the field of anticancer immunocombinational therapy (140–143). Their well-defined porous structures facilitate O2 diffusion into the material and efficient release of ROS outward, thereby enhancing ROS generation during PDT and SDT (144–150). This improved ROS activity strengthens interactions with biomacromolecules and promotes ICD, a key mechanism for immune activation. The structural diversity of COFs allows for performance customization by selecting functional building blocks, such as porphyrin-based compounds (151–154). For instance, porphyrin units can coordinate with metal ions like Cu2+ to mimic the activities of catalase (CAT) and glutathione peroxidase (GPx), helping to modulate the immunosuppressive tumor microenvironment (TME) (155). Additionally, coordination with Pt2+ endows COFs with combined RT and radiodynamic therapy (RDT) capabilities, significantly boosting ICD effects (156). Furthermore, by engineering the topological structure of COFs, materials with mixed planar and twisted configurations can be designed (141). These aggregation-induced emission (AIE)-type COFs exhibit superior phototherapeutic performance and immune activation compared to traditional fully twisted photosensitizers (141). The incorporation of functional linkers containing disulfide bonds, diselenide bonds, or azo bonds enables the construction of stimuli-responsive drug delivery systems that react to high GSH levels or hypoxic conditions, improving targeting and control over therapeutic release (156, 157). Moreover, the high surface area, ordered pore channels, and π-π stacking interactions of COFs allow efficient loading of various therapeutic molecules, making them excellent carriers for multimodal combination therapies (158). Overall, the modular design of COFs enables precise integration of multiple functional components, including photosensitizers (e.g., porphyrins), enzyme-mimicking catalytic sites, and stimuli-responsive linkages, into a single framework. This facilitates the development of “all-in-one” nanoplatforms capable of regulating the TME (e.g., enhancing O2 supply and depleting GSH, enabling multi-enhanced therapies (e.g., PDT, SDT, CDT, RT), delivering immune adjuvants, and supporting imaging-guided, integrated immunocombinational cancer treatment (155, 156).
This review provides a systematic summary of recent advances and design strategies in COF-based nanomaterials for enhancing cancer immunotherapy (Figure 1). The discussion centers on several key themes. First, it highlights the unique role of COFs in reversing the immunosuppressive tumor microenvironment-through intrinsic enzyme-mimicking activities (such as catalase-like or glutathione peroxidase-like functions) or by carrying functional components-to alleviate hypoxia and deplete GSH (Section 5). Next, it examines how COFs serve as highly efficient sensitizers in photodynamic, sonodynamic, radiotherapy, and chemodynamic treatments, triggering robust ICD and thereby initiating antitumor immune responses (Section 6). The review then explores the application of COFs as smart delivery platforms for immune adjuvants, checkpoint inhibitors, and prodrugs, enabling synergistic immune activation through controlled release (Section 7). Afterwards, this review summarizes the development of COF-based nanoplatforms that integrate diagnostics and therapeutics, offering real-time monitoring and guidance for precise and controllable immunotherapy (Section 8). Finally, it discusses emerging frontiers, including the potential of COFs to induce TLS formation, mediate novel forms of programmed cell death (such as pyroptosis, ferroptosis, and PANoptosis), and integrate diagnostics with therapy in a single platform (Section 9). By synthesizing these developments, this article aims to offer both theoretical insights and practical design principles for next-generation COF-based nanotherapeutics, ultimately supporting their translation into clinical applications.

2
Advantages of COF-based nanoplatforms for cancer therapy
Unlike MOFs, COFs are typically constructed entirely from light elements linked by strong covalent bonds, rendering them inherently metal-free and generally free from the risk of toxic metal ion leaching, which contributes to their favorable biocompatibility (159, 160). However, recent advances have enabled the deliberate incorporation of transition metal ions (e.g., Fe, Cu, Pt) into COFs through built-in chelating sites, such as bipyridine and porphyrin moieties, yielding metalated COFs (often denoted as COF-M). In these systems, the coordinated metal centers play crucial mechanistic roles in applications such as phototherapeutic and immunomodulatory applications. Thus, while conventional COFs are metal-free by design, strategically engineered COFs may intentionally integrate metal ions to impart specific functionalities. Compared with liposomes and polymeric nanoparticles, COFs possess highly ordered porous architectures and significantly larger surface areas, which enable substantially higher drug loading capacities and more precise release kinetics (160). Moreover, in contrast to most inorganic nanomaterials, COFs, which are composed solely of light elements, exhibit enhanced biodegradability and reduced concerns regarding long-term accumulation (160). Critically, the robust covalent bonding in COFs ensures excellent chemical stability, while their tunable pore walls allow for precise post-synthetic functionalization. These features collectively establish COFs as a uniquely programmable platform for the integrated delivery of multimodal therapies, such as PDT, PTT, and CDT, together with immunomodulators, an advantage that remains challenging to achieve simultaneously with other existing nanocarriers.

3
COF-based reactor and command center for cancer-immunity cycle
As cancer immunotherapy research enters a more complex phase, single-mode interventions are increasingly insufficient to overcome the formidable barriers posed by tumor heterogeneity and the immunosuppressive microenvironment (161, 162). Future breakthroughs will depend on intelligent platforms capable of multidimensional and temporally controlled “immune engineering” (163–165). For the first time, this review proposes that COFs have transcended the conventional role of nanocarriers as mere “delivery vehicles,” thanks to their unparalleled structural orderliness and functional programmability. Instead, they now function as active “reactors” and “command centers” capable of dynamically reshaping and directly intervening in the cancer-immunity cycle. Their core mechanism can be conceptualized as an interconnected, self-reinforcing loop. First, “Sensing and Destruction”: COFs, equipped with precisely integrated sensitizing units, efficiently respond to external stimuli (e.g., light, ultrasound, radiation) or endogenous triggers (e.g., H2O2), generating intense local biochemical effects such as bursts of ROS, hyperthermia, or DNA damage (Figure 2) (155, 156, 166). This enables precise tumor cell ablation and robust induction of ICD, leading to tumor antigen exposure. Second, “Modulation and Empowerment”: by leveraging their catalytic properties or delivering immunomodulators through well-defined pores, COFs remodel the tumor microenvironment in situ (Figure 2). This includes oxygenation, GSH depletion, and localized release of adjuvants or cytokines, thereby removing barriers to dendritic cell activation and facilitating T-cell priming, infiltration, and effector function-essentially fueling the immune response (155, 166, 167). Third, “Amplification and Memory”: through the induction of inflammatory cell death pathways (e.g., pyroptosis, ferroptosis) or the promotion of TLS formation, COFs dramatically amplify the strength and reach of immune signaling (Figure 2) (141, 168). This not only eradicates primary tumors but also establishes systemic immune surveillance and long-lasting immunological memory, effectively suppressing distant metastases and recurrence. These three stages do not proceed in a simple linear sequence. Rather, they form a self-amplifying positive feedback loop orchestrated by the COF platform: an improved immune environment enhances treatment efficacy, and stronger therapeutic effects release more immune stimuli. Ultimately, this cycle drives immunosuppressive “cold” tumors toward a self-sustaining “hot” state, tipping them into a trajectory of immune-mediated self-destruction.
To realize this ambitious vision of “immune engineering,” the design philosophy of COF materials must evolve from simple structural construction to sophisticated, multidimensional functional integration. In this context, the review identifies four fundamental design principles, offering a clear roadmap for future research (Figure 3). First, by leveraging advanced computational modeling and rational design (Figure 3), researchers can optimize the band structure, excited-state lifetime, and electron-hole separation efficiency of COF (141). This fine-tuning is essential to maximize their performance in catalysis, sensitization, and energy transfer-the core of their effectiveness as “reactors” (167). Second, precise engineering of interlayer stacking modes (e.g., staggered vs. eclipsed) (Figure 3), pore size distribution, and surface/interface properties enables a balanced optimization of multiple competing demands: exposure of active sites, diffusion of substrates, drug loading capacity, and release kinetics (155). Third, by incorporating biomimetic coatings (such as cell membrane camouflage), targeting ligands (e.g., folic acid), and stimuli-responsive shells (like GSH- or H2O2-sensitive MnO2 layers), COF nanoparticles gain exceptional control over their biological fate (Figure 3). These modifications enable prolonged circulation, active tumor targeting, deep tissue penetration, and intelligent, stimulus-triggered disassembly, thereby ensuring precise delivery and accumulation at the tumor site (166, 169, 170). Fourth, this represents the highest tier of design: integrating the above functions according to precise spatiotemporal logic (Figure 3). Examples include sequential release systems (e.g., GSH depletion followed by ROS generation), self-sustaining cycles (e.g., catalytic O2 production to enhance sonodynamic or photodynamic therapy), or conditionally activated systems (e.g., hypoxia-triggered prodrug activation) (155, 166). Such designs achieve synergistic effects where “1 + 1 > 2”, dramatically improving therapeutic precision and efficacy. Each cutting-edge advancement discussed in this review vividly illustrates the application of these principles. Together, this review outlines a future landscape of cancer immunotherapy driven by COFs: a programmable nanoplatform capable of precisely sensing and intelligently modulating biological processes.

4
Multifunctional COF nanoplatforms for antitumor applications
Characterized by high mortality rates, malignant tumors pose a severe threat to global public health and have emerged as a major biomedical challenge (171–175). The interdisciplinary integration of multifunctional nanomaterials and the biomedical field has been proven to hold significant application potential for cancer therapy, offering important possibilities for improving cancer treatment outcomes (176–179). Consequently, the development of effective anticancer therapies has become a focal point of research in both biomedicine and materials science in recent years (180–184). In this context, the exploration of novel nanotherapeutic agents is of paramount importance (185–187). Periodic ordered porous materials, including MOFs and COFs, have been extensively studied in the biomedical field in recent years (188–190). Among these, COFs have garnered significant attention due to their well-defined porous architectures, tunable functionalities, and exceptional structural designability (191). These features enable COFs to serve not only as efficient drug delivery carriers but also as multifunctional platforms capable of synergistically enhancing various therapeutic modalities-such as PDT, PTT, chemodynamic therapy (CDT), SDT-through responsiveness to the tumor microenvironment (e.g., hypoxia, H2O2, GSH). Moreover, certain COF-based systems can further potentiate antitumor immune responses, enabling combinational immunotherapy. To provide a systematic evaluation of the diverse therapeutic mechanisms mediated by COF-based nanoplatforms, Table 1 summarizes the morphologies, particle sizes, and underlying action mechanisms of representative COF systems. By systematically comparing structurally diverse COFs in terms of their band structures, light absorption properties, multifunctional therapeutic capabilities, enzyme-mimicking activities, and immunomodulatory mechanisms, this review aims to establish key design principles for optimizing COF-based nanoplatforms. These insights provide a rational framework for tailoring COF architectures to achieve synergistic multimodal therapy and robust immune activation through precise structural and functional engineering.

5
Enhanced antitumor strategies via COF-mediated remodeling of the tumor microenvironment
The design flexibility of COFs allows them to be precisely engineered with enzyme-mimicking activities, actively reversing the immunosuppressive TME, thereby enhancing antitumor immunotherapy. For instance, Sun et al. developed a multifunctional COF-618-Cu using Cu-coordinated porphyrin molecules and L-BT as monomers (Figure 4A) (155). They discovered that the synthesized COF-618-Cu adopts a distinct staggered stacking configuration (Figure 4B). For comparative purposes, they also prepared an eclipsed-stacked COF, designated COF-366-Cu (Figure 4B). The study demonstrates that this unique interlayer spatial architecture in COF-618-Cu effectively mitigates porphyrin aggregation and quenching, thereby enhancing the generation of hydroxyl radicals (•OH) and superoxide anions (O2•-). This improved performance is attributed to COF-618-Cu’s lower binding energy and reduced bandgap. In addition, COF-618-Cu displays superior CAT activity (O2 production), GPx activity (GSH depletion). Due to these multifunctional advantages, COF-618-Cu achieves enhanced photodynamic and photothermal effects, resulting in a strong ICD for superior antitumor performance. GSH depletion significantly elevates intracellular oxidative stress, which can profoundly influence the progression and therapeutic outcomes of various diseases (199–202). This system’s Cu-618-Cu acts as an efficient “ROS amplifier” by simultaneously alleviating tumor hypoxia and depleting overexpressed GSH through its CAT-like and GPx-like activities, clearing dual obstacles for subsequent therapies.
Building upon successful modulation of critical TME factors, more sophisticated designs aim to integrate multiple functionalities for synergistic effects. For example, Lu et al. prepared a COF-based host material using tetrakis(4-formylphenyl) porphyrin and p-phenylenediacrylic hydrazide as building blocks (Figure 4C) (166). Utilizing electrostatic interactions, positively charged COFs were successfully loaded with Poly(I:C), followed by coating MnO2 on the surface via an in-situ growth strategy, ultimately yielding MnO2-Poly(I:C)@COF composites (Figure 4D). This nanoplatform not only consumes GSH and produces O2 but also enables real-time monitoring of TME reversal via magnetic resonance imaging (MRI), releasing adjuvants and Mn2+ to directly activate immune cells, showcasing an integrated diagnostic and therapeutic approach (Figure 4E). Specifically, it was revealed that MnO2 within the composite exhibits enzyme-like catalytic functions, capable of both reducing intracellular GSH levels and promoting H2O2 decomposition to produce O2 (Figure 4E). Both lowering the concentration of reductive molecules in the TME and increasing local O2 levels enhance the potential for ROS generation, providing a foundation for improved SDT efficacy and ICD.
Regulation of the TME is not limited to O2 and GSH; precise control over H2O2 metabolic homeostasis is equally crucial. For example, Sun et al. fabricated COF-909 using tetraformaldehyde monomer and diaminobenzene as monomers, further modifying it into metal-containing COF-909-M (Cu2+, Fe3+, Ni2+) via post-modification strategies (Figure 4F) (167). The authors discovered that COF-909-M possesses multi-enzyme mimetic functions, particularly acting as an “H2O2 homeostasis disruptor.” The materials are capable of mimicking superoxide dismutase (SOD) to promote H2O2 generation. In addition, the Cu+ species generated via the Cu2+/Cu+ redox cycle can act as a peroxidase-mimic (POD-like), catalyzing the conversion of H2O2 into highly cytotoxic •OH. Notably, COF-909-Cu also displays GPx-like activity by depleting intracellular GSH, thereby suppressing H2O2 scavenging and significantly elevating intracellular H2O2 levels. This cascade effect creates a favorable microenvironment for enhanced CDT and effectively triggers pyroptosis. This photothermal effect of the COF-909-M series not only accelerates the Fenton reaction but also synergistically boosts CDT efficacy. Importantly, COF-909-Cu is found to induce GSDME-dependent pyroptosis, highlighting its mechanistic specificity. Moreover, combination therapy using COF-909-Cu and αPD-1 achieves robust therapeutic outcomes, effectively inhibiting the growth of both primary and distant tumors, thus providing a reliable strategy for abscopal tumor suppression. This system fully leverages the diversity of COF structures and preparation methods, presenting new ideas for developing multifunctional pyroptosis inducers. In addition, it demonstrates that active regulation of the TME can achieve enhanced immunotherapy outcomes.
To support their rapid proliferation and invasive metastasis, cancer cells exhibit abnormally high metabolic activity, leading to excessive activation of ROS-producing enzymatic systems, thus generating higher levels of H2O2 than normal cells (203–206). To counteract oxidative stress from elevated levels of ROS like H2O2, cancer cells compensate by upregulating GSH synthesis to maintain intracellular redox balance, avoiding oxidative damage. This dynamic, tumor-favorable redox balance established by high concentrations of GSH and H2O2 in the TME not only inhibits ROS-based therapies but also indirectly causes immune suppression. Recent research has shown that regulating these intratumoral microenvironments (excess H2O2 and GSH) holds potential for enhancing cancer treatments (207). The three studies highlighted in this section utilize Cu2+/Cu+ redox reactions to elevate O2 levels and lower reductive GSH levels (Figure 5A) (155), Mn4+/Mn2+ redox reactions to increase O2 levels and decrease GSH levels (Figure 5B) (166), and the cycling between Cu2+ and Cu+ ions to regulate H2O2 and GSH levels along with hydroxyl radical concentrations (Figure 5C) (167). Through rational design, these studies adjust the immunosuppressive intratumoral microenvironment, paving the way for enhanced PDT, SDT, CDT, and subsequent boosted immune effects.

6
COF-based therapeutic modalities for inducing ICD
While functionalized COFs have achieved notable success in reversing the immunosuppressive TME, remodeling the TME itself is not the ultimate goal of therapy but rather a prerequisite for more effective tumor killing. A successfully “heated” TME requires a powerful and precise “trigger” to thoroughly eliminate tumor cells and release their internal antigenic signals. This naturally directs attention to one of COFs’ most promising applications: serving as highly efficient sensitizers that induce ICD through multiple energy conversion pathways, thereby initiating the critical chain of antitumor immune responses.
For example, Tang et al. synthesized COF-TATB using porphyrin-based monomers and further prepared Cu@COF-TATB by incorporating Cu2+ ions as binding sites (192). The Cu2+ ions not only reduce intracellular GSH levels in cancer cells but also react with H2O2 to generate hydroxyl radicals. Upon light irradiation, the porphyrin units produce 1O2. The combined ROS effectively trigger the ICD pathway in cancer cells (Figure 6A). When combined with anti-PD-1 (aPD-1), this system further amplifies the immune response, offering a novel strategy for cancer therapy. Beyond generating ROS to induce ICD, more sophisticated structural designs can integrate multiple therapeutic modalities into a single COF platform, creating stronger synergistic effects to more effectively “ignite” the immune response. Pang et al. developed a COF using a triamine monomer and terephthalaldehyde, followed by Fe3+ metalation, polymerization of p-phenylenediamine, and PEG modification to obtain the multifunctional CFAP material (Figure 6B) (193). This platform enables combined PDT, PTT, and CDT, along with their associated antitumor immune effects. As shown in Figure 6C-D, CFAP not only effectively suppresses primary tumor growth but also inhibits distant tumors, demonstrating that this multimodal approach efficiently activates the mouse immune system and induces ICD.
This deep integration of phototherapy with CDT significantly enhances local tumor killing. However, hypoxia and antioxidant defenses within tumors remain major barriers to maximizing ROS production. Thus, COF designs aimed at reversing the immunosuppressive TME have emerged. Deng et al. constructed PorSe-CuPt COF using a Cu-centered porphyrin, a diselenide-linked diamine ligand, and a Pt-centered porphyrin as monomers (Figure 7A) (156). Under radiation, the diselenide bonds break, releasing the drug payload. Meanwhile, the Pt component enhances radiation absorption by the COF. The large amount of ROS generated upon irradiation further promotes diselenide bond cleavage and drug release. Concurrently, Cu2+ catalyzes O2 generation from H2O2, alleviating hypoxia. The released drug CBL0137, activated by ROS and radiation, inhibits DNA repair and induces Z-DNA formation. The resulting COF@CBL system improves the tumor immune microenvironment, triggers PANoptosis (a form of programmed cell death), and promotes extensive release of tumor antigens, leading to a robust immune response. Radiotherapy is a treatment modality with strong tissue penetration capabilities (208–210). This study employs an X-ray activation strategy, offering a novel approach for immunotherapy based on COF nanoplatforms.
The success of radiotherapy highlights COFs’ potential in treating deep-seated tumors. However, the limited tissue penetration of light remains an inherent challenge for optical therapies. Two-photon (2PA) activation of photosensitizers offers a promising solution to improve tissue penetration. Sun et al. synthesized COF-606 from L-BT and p-phenylenediamine monomers (Figure 7B) (194). They demonstrated that COF-606 efficiently absorbs two-photon irradiation (808 nm) and generates ROS effectively (Figure 7C). The authors demonstrated that, one-photon excitation (560 nm) allowed imaging to a depth of 130 μm, whereas two-photon excitation (808 nm) achieved a significantly greater penetration depth of 233 μm-clearly demonstrating the superior tissue penetration of two-photon excitation. In vivo tumor inhibition studies further confirmed that treatment with COF-606 and 808 nm irradiation potently suppresses tumor growth. Notably, elevated levels of key ICD markers-ATP, calreticulin (CRT), and HMGB1-were observed in the COF-606 + 808 nm group, indicating robust activation of immune responses within the tumor microenvironment and supporting the synergistic effect of PDT and immunotherapy. Overall, this work presents a rationally designed COF with strong 2PA absorption at 808 nm, offering an effective strategy for targeting deep-seated tumors. Intriguingly, while the monomer L-BT exhibited poor photostability under 808 nm light, its stability was markedly enhanced upon incorporation into the COF structure. This improved stability likely arises from the extended π-π conjugation in the COF structure, which protects the active units-providing a promising approach to stabilize otherwise photolabile organic molecules for biomedical applications.
Light and sound represent two key external energy sources, each with distinct advantages in tissue penetration. When light faces depth limitations, ultrasound offers a promising alternative. Even for photosensitizers located within deep-seated lesions, the sonodynamic activation approach can still efficiently promote the conversion of oxygen into singlet oxygen. Furthermore, this technique circumvents phototoxicity issues, completely eliminating the risk of cutaneous photosensitivity reactions during treatment. Based on this, Tian et al. fabricated P-COF using tetraaminoporphyrin as a monomer, followed by etching, purification, Fe3+ coordination, and polymer coating to obtain Pg@Fe-COF NPs (Figure 7D) (195). The Fe3+ ions endow the COF with GSH-depleting and CDT capabilities, enhancing SDT efficacy (Figure 7D). Combining SDT with anti-PD-L1 antibody therapy led to even greater therapeutic outcomes.
Regardless of the energy source, treatment efficacy heavily depends on the concentration of the sensitizer at the tumor site. Therefore, enhancing the targeting ability of COFs to diseased tissues becomes the next critical step. Wang et al. addressed this by developing core-shell Fe3O4@COF nanoparticles loaded with CpG adjuvant, yielding multifunctional FCCCP NPs (Figure 8A) (196). The Fe3O4 core provides CDT functionality and superparamagnetic properties, enabling active tumor targeting and potential deep-tumor SDT (Figure 8B). As shown in Figure 8C, FCCCP NPs effectively suppressed tumor growth in mice via SDT. When combined with CpG, the system achieved stronger tumor inhibition by coupling SDT with immune activation (Figure 8D). Flow cytometry analysis further revealed that both CpG and SDT increased the proportion of mature dendritic cells (DCs) in tumors, with their combination providing a solid foundation for enhanced immunotherapy (Figure 8E). This targeted COF platform not only delivers potent SDT but also induces ICD, releases tumor antigens, and synergizes with CpG, offering valuable insights for future nanotherapeutic design.
Following advancements in penetration depth and targeting efficiency, the research frontier is now shifting toward exploring different modes of cell death, aiming to go beyond classical ICD and induce more intense, highly immunogenic forms of death to fully activate the immune system. For instance, Sun et al. designed COF-919 using a tetrakis-aldehyde monomer (M-TPy, with AIE properties) and a triamine monomer (M-TPA) (Figure 9A) (141). Its unique planar-twisted structure enables strong near-infrared absorption, supporting excellent PDT and PTT performance (Figure 9B). This potent phototherapy triggers acute inflammation, activating Caspase-1 and forming large GSDMD-N pores, characteristic of pyroptosis (Figure 9B). Additionally, excessive ROS lead to lipid peroxidation, GSH depletion, and low GPX4 expression, inducing ferroptosis (Figure 9B). As highly immunogenic forms of programmed cell death, both pyroptosis and ferroptosis enhance antitumor immunity, significantly boosting the immunotherapeutic potential of this AIE-based COF. By synergistically combining these two mechanisms, the system elevates the ability of COFs to induce immunogenic cell death to a new level, achieving an effect greater than the sum of its parts.
In summary, through their customizable design, COF platforms not only overcome key limitations of conventional sensitizers-such as insufficient ROS generation, limited tissue penetration, and poor targeting-but also advance therapeutic paradigms from simple cell ablation to precisely inducing layered, immunogenic forms of cell death. This evolution provides a powerful and diverse arsenal for activating systemic antitumor immunity.

7
COF-mediated drug delivery and synergistic immunoadjuvant strategies
Powerful COF-based therapies successfully induce ICD, releasing a large number of tumor-associated antigens and danger signals-effectively providing the immune system with an accurate “map of the enemy.” However, to trigger a strong and lasting systemic immune attack, this “map” alone is insufficient. What is also needed are robust “supporting forces” capable of breaking immune tolerance, amplifying co-stimulatory signals, and empowering immune cells. Therefore, the role of COFs has evolved beyond that of a standalone therapeutic agent into a highly intelligent platform for immune drug delivery. By enabling spatiotemporally controlled delivery, COFs can precisely transport immunomodulators to the core of the tumor battlefield, transforming initial immune signals into powerful effector responses.
The inherent high porosity and functionalizable surface of COFs make them ideal carriers for various immunomodulatory drugs, allowing for strong synergies with multiple therapeutic modalities. Beyond simple drug delivery, researchers have begun exploring the use of a carrier’s intrinsic bioorthogonal catalytic activity to locally activate prodrugs within the tumor. While studies on using COFs for bioorthogonal catalysis to activate prodrugs in situ are still limited, this approach holds significant promise. For example, Qu et al. developed a bioorthogonal activation platform based on porphyrin COFs to create an in-situ cancer vaccine (169). Specifically, they synthesized a ferrous iron (Fe2+)-coordinated porphyrin-based COF catalyst (CFe-X) (Figure 10A), which was further modified with folic acid to yield the multifunctional CFe-FA (Figure 10A). The folic acid modification enhanced tumor accumulation of the nanosystem. The authors found that this COF-based Fe2+ catalyst provided abundant active sites to locally activate a doxorubicin prodrug, while simultaneously releasing tumor-associated antigens (TAAs) and triggering ICD (Figure 10B). Additionally, the catalyst could activate the TLR7/8 agonist prodrug pro-imiquimod (pro-IMQ), further amplifying immune stimulation (Figure 10B). This system offers a novel paradigm for constructing personalized in situ vaccines through bioorthogonal chemistry. More importantly, by simultaneously activating both a chemotherapeutic prodrug and an immunoadjuvant prodrug, the strategy maximizes therapeutic efficacy while nearly eliminating systemic side effects-achieving safe and efficient “in situ vaccination.” Porphyrin-based COFs represent excellent nanoplatforms for PDT and PTT. Both PDT and PTT can activate immunotherapy against murine cancer cells by inducing ICD; however, their efficacy is typically constrained by the limited tissue penetration depth of light. In contrast, although X-ray-activated radiotherapy-radiodynamic therapy (RT-RDT) can also trigger antitumor immune responses, it poses safety concerns for normal tissues due to high radiation doses. In this work, Qu et al. developed this COF system loaded with a chemotherapeutic prodrug and ingeniously leveraged the catalytic activity of Fe2+ ions coordinated within the porphyrin units of the COF structure to achieve highly efficient in situ immunotherapy. This study not only represents a pioneering advancement of COFs in the field of biocatalysis but also offers a novel strategy for the development of cancer immunotherapeutic vaccines.
For established therapeutic agents, COFs can enhance drug efficacy and overcome resistance through precise delivery. It is well known that cancer cells can develop resistance to ROS-induced DNA damage via repair mechanisms. To counter this, combining therapy with PARP inhibitors presents a promising solution. Wen et al. addressed this by fabricating a MOF@COF core-shell nanocapsule, termed ZTN@COF@poloxamer (Figure 11A) (197). Upon light irradiation, the porphyrin component in the composite enables PDT. Meanwhile, the MOF@COF structure effectively loads and releases niraparib, a PARP inhibitor, which suppresses DNA repair and significantly inhibits the growth of soft tissue sarcomas (Figure 11B). In this system, the MOF@COF nanocapsule utilizes π-π stacking interactions to efficiently load the hydrophobic drug niraparib and ensure its controlled release. The authors demonstrated that the PDT effect induces ICD, triggering antigen release and immune activation (Figure 11B), and that niraparib itself can also promote ICD. The combined immune effects from both PDT and niraparib not only suppress the growth of distant tumors in mice but also prevent lung metastasis. This work further highlights the potential of COF hybrid materials in treating diverse cancers, including sarcomas. In addition, this research has uncovered a novel phenomenon: encapsulating a non-photosensitive COF shell around a porphyrin-based MOF photosensitizer (Zr-TCPP) can surprisingly enhance its capacity to generate ROS. This amplified ROS production offers greater potential for inducing robust ICD. Although the Zr-TCPP MOF itself is capable of loading therapeutic agents such as niraparib, the formation of a MOF@COF core-shell architecture significantly improves drug-loading performance. The COF shell not only provides additional porous channels but also strengthens drug binding through π-π stacking interactions within its covalent framework. As a result, the overall drug-loading capacity of the nanoplatform is greatly enhanced. Notably, in this system, the COF serves not merely as a high-efficiency drug carrier; it also contributes to superior anticancer efficacy by forming a synergistic porous composite with the MOF. Thus, this strategic design presents a promising therapeutic approach, even against highly aggressive soft tissue sarcomas. Although this PDT/PARPi combination demonstrates impressive synergistic antitumor and immunostimulatory effects, a more systematic evaluation of its therapeutic window, optimal light dosing, and inclusion of rigorous control groups is needed to fully substantiate its clinical translatability.
Effective drug delivery first requires that the carrier be efficiently internalized by cells and uniformly distributed deep within the tumor tissue. Thus, enhancing the stability of COF nanoplatforms in circulation and their cellular uptake is critical. To this end, Sun et al. wrapped COF materials with Fusobacterium nucleatum (F.n.), a bacterium commonly found in tumors, to create COF-306@FM (Figure 12A) (170). The bacterial membrane coating enables efficient cellular uptake and promotes uniform distribution throughout the tumor. Conventional phototherapeutic COFs often suffer from low cellular internalization, limiting their efficacy. In this system, the bacterial membrane not only prevents COF aggregation but also enhances the PDT-induced immune response. Overall, COF-306@FM achieves high tumor cell uptake and deep tissue penetration. Moreover, the bacterial membrane itself acts as a potent immunoadjuvant, effectively “heating up” cold tumors and significantly improving response rates to immune checkpoint inhibitors. This strategy addresses a core challenge in COF-based drug delivery: low delivery efficiency.
COFs have already demonstrated significant potential in biomedicine. Even conventional drugs can be significantly enhanced when loaded onto COFs. For instance, Yuan et al. loaded the photothermal agent ICG onto COF nanosheets (Figure 12B) (158). By dispersing ICG molecules at the single-molecule level within the COF structure, this system effectively prevents ICG aggregation and quenching, thereby greatly improving its phototherapeutic performance. As a result, it elicits a robust antitumor immune response and suppresses distant metastasis (Figure 12C). This study highlights the broad utility of COFs as a general platform for enhancing the performance of conventional therapeutic agents.

8
Multimodal imaging-guided and integrated immunotherapy
Following the successful use of COFs for therapeutic intervention, microenvironment modulation, and drug delivery, a critical next challenge arises: how to visualize and evaluate the ongoing immune “battle” within the tumor in real time. The realization of precision medicine hinges on the ability to monitor treatment processes dynamically and assess therapeutic outcomes accurately. The highly tunable framework of COFs allows for the easy integration of components required for various imaging modalities, enabling a seamless fusion of therapeutic and diagnostic functions. This theranostic design not only facilitates precise tumor localization and treatment guidance but also enables real-time visualization of dynamic changes in the tumor microenvironment (TME), including ROS levels, GSH depletion, and O2 generation. These capabilities provide an essential informational window for optimizing therapeutic strategies.
For instance, Liu et al. developed a composite material by combining COFs with MnO2. The MnO2 shell consumes GSH while releasing Mn2+ ions, which generate strong magnetic resonance imaging (MRI) signals. This allows real-time monitoring of TME reversal, offering dynamic guidance for therapy. Beyond tracking therapy-induced environmental changes, a more advanced strategy involves designing imaging signals that are highly specific to the TME, enabling “activatable” precision diagnosis. Building on this concept, Bing et al. developed TD@COFs-a multifunctional material that simultaneously carries a pyroptosis-inducing drug-using a one-pot synthesis approach (Figure 13A) (157). Due to intramolecular photoinduced electron transfer (PET), the COF exhibits weak fluorescence and limited photodynamic activity. However, under the hypoxic conditions of tumor cells, the azo bonds in the COF structure are activated, triggering degradation and drug release. This process simultaneously enhances the fluorescence of the AIE-active component and significantly boosts the material’s PDT efficiency (Figure 13A). The resulting pyroptosis-mediated immune response effectively suppresses the growth of distant 4T1 tumors (Figure 13B). Notably, the COF nanoparticles remain “off” in normal tissues, with both fluorescence and PDT effects quenched, but are selectively “switched on” in the hypoxic tumor environment, producing strong fluorescent signals and ROS generation (Figure 13B). This “on-off” design enables ultra-high signal-to-noise-ratio imaging, significantly improving the accuracy of image guidance and enhancing treatment safety. It is worth noting that, despite the promising theranostic integration demonstrated above, modality-specific challenges remain. For instance, the quantitative relationship between Mn2+ release and MRI relaxivity requires further optimization to enhance imaging sensitivity. Moreover, although PET-based fluorescence switching enables effective “off-on” activation, the extent of initial quenching and the magnitude of signal recovery upon activation are highly dependent on the COF’s electronic structure and local microenvironment, necessitating precise molecular engineering to balance diagnostic signal-to-noise ratio with therapeutic output.

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Exploring novel immune activation mechanisms and long-term effects
Theranostic COF platforms provide powerful tools for probing the tumor immune microenvironment, and the insights gained are now driving researchers toward more advanced paradigms of immune activation-such as combining boron neutron capture therapy (BNCT) with immunotherapy. Moving beyond the traditional concept of ICD, current research aims to leverage the precise biological effects of COFs to manipulate fundamental immune processes. This includes the in situ formation of tertiary lymphoid structures (TLS) within tumors-resembling lymphoid organs-to establish long-term immune fortresses, as well as investigating extraordinary phenomena like abscopal effects triggered by localized nuclear reactions. These advances mark a shift in COF research from simple tool application to active immune programming of biological systems.
For example, Liu et al. conducted a groundbreaking study that extended COF applications into the emerging field of boron neutron capture therapy (BNCT), which has attracted significant attention since its clinical approval in 2020 (198). BNCT is a binary radiotherapy approach in which neutron irradiation activates 10B atoms, triggering the release of high-energy particles (4He and 7Li) within cancer cells, leading to their destruction (Figure 14A) (198). The authors first synthesized a carborane-based COF (B-COF) (Figure 14B), which was then coated with DSPE-PEG to improve dispersion stability, yielding PEG-B-COF. Upon neutron irradiation, the COF not only released high-energy He and Li particles (Figure 14C) but also gradually released loaded imiquimod due to structural defects in the COF capsule (Figure 14D), promoting macrophage polarization and enhancing immune responses. The CCK-8 assay serves as an effective method for evaluating the therapeutic efficacy of nanomedicines (211–214). CCK-8 assays in this work showed that both PEG-B-COF and the boron capsule effectively inhibited B16F10 cell proliferation under neutron irradiation (Figure 14E). In vivo experiments (Figure 14F) further confirmed that mice treated with the boron capsule plus neutron irradiation exhibited the most significant tumor suppression. In abscopal effect studies (Figure 14G), the same treatment also showed the strongest inhibition of distant B16F10 tumors. While PEG-COF with neutron irradiation showed some abscopal effect, its immune stimulation was limited. This work not only demonstrated the high cytotoxic efficiency of neutron-activated nuclear reactions but also, for the first time, reported the abscopal effect induced by BNCT. By revealing the detailed immune activation mechanisms through single-cell sequencing, the study achieved simultaneous regression of primary and distant tumors, establishing a novel paradigm for radio-immunotherapy. Although the pioneering BNCT-COF study by Liu et al. demonstrated promising antitumor effects, its translational potential warrants more rigorous scrutiny, particularly regarding whether the applied neutron dose falls within a clinically safe therapeutic window, whether the tumor-to-normal tissue 10B accumulation ratio is sufficient for selective cytotoxicity, and whether appropriate control groups were included to rule out nonspecific effects. Future studies of this nature should systematically report radiation parameters, pharmacokinetic profiles, and dose-dependent immune activation to enhance reproducibility, comparability, and clinical relevance.
The realization of abscopal effects relies on robust systemic immunity, and the formation of tertiary lymphoid structures (TLS) is key to establishing long-lasting, high-efficiency antitumor immunity. Sun et al. discovered a surprising new function of COF-mediated phototherapy: the induction of TLS formation (168). In this study, they designed and synthesized three highly luminescent AIE-type COFs (TPDA-TDTA-COF, TPDA-BT-COF, and TPDA-ViBT-COF) (Figure 14H). Photophysical characterization revealed that TPDA-ViBT-COF exhibited the strongest PDT and PTT capabilities due to its unique electronic structure. Subsequent in vitro and in vivo experiments demonstrated that the excellent phototherapeutic performance of TPDA-ViBT-COF effectively reversed the immunosuppressive TME and stimulated the host defense system. The resulting strong inflammatory response promoted the formation of inducible TLS (iTLS) and significantly enhanced immunotherapy. The study showed that COFs promoted cytokine secretion, driving the maturation and recruitment of T and B cells, thereby forming lymph node-like immune hubs within the tumor. Moreover, as previously mentioned, another study by Sun et al. demonstrated that bacterial membrane-camouflaged COF (COF-306@FM) also effectively induced TLS formation by enhancing the infiltration of CD8+ T cells and B cells (170). These findings strongly suggest that COF platforms-whether in their native form or through bioinspired modifications-possess unique and broadly applicable advantages in reshaping the tumor immune architecture and eliciting the most effective antitumor immune responses, laying a solid theoretical foundation for their clinical translation.

10
Conclusion
This review systematically highlights COFs as an emerging nanoplatform, showcasing their exceptional design flexibility and remarkable therapeutic potential in cancer immunotherapy. Through precise engineering of their modular structures, COFs have successfully integrated multiple critical functions into a single platform. First, they can act as highly efficient sensitizers, significantly enhancing photodynamic, sonodynamic, radio-, and chemodynamic therapies. By triggering robust ICD, COFs release tumor antigens and danger signals, effectively delivering the “first signal” required to initiate anti-tumor immune responses. Second, the inherent high porosity and easily modifiable surface of COFs make them ideal carriers for immunoadjuvants (such as CpG or Poly(I:C)), checkpoint inhibitors, or prodrugs. This enables the coordinated accumulation and controlled release of therapeutic agents within the tumor site, providing a well-stocked “arsenal” for systemic immune activation. More importantly, many COF materials exhibit intrinsic enzyme-like catalytic activities-such as catalase- or glutathione peroxidase-mimicking properties, that actively reprogram the immunosuppressive TME. These materials can convert endogenous H2O2 into O2 to alleviate hypoxia, while simultaneously depleting overexpressed GSH to reduce ROS scavenging. In doing so, they fundamentally transform immune-quiescent “cold” tumors into inflamed, immune-responsive “hot” tumors. Furthermore, cutting-edge research into COFs’ ability to induce novel inflammatory cell death pathways, including pyroptosis, ferroptosis, and PANoptosis, as well as to promote the formation of tertiary lymphoid structures (TLS), has opened new avenues for generating strong and long-lasting anti-tumor immune memory. Taken together, the structural tunability, functional integrability, and responsive controllability of COFs perfectly meet the urgent need for a unified strategy in cancer immunotherapy-one that simultaneously modulates the microenvironment, achieves potent tumor killing, and activates immunity. This progress marks a pivotal shift from the era of simple drug delivery toward a new frontier of intelligent “immune engineering.”
Despite the highly promising results of COF-based immunotherapies in preclinical studies, their translation into clinical practice and widespread application faces several critical challenges that must be urgently addressed. First, the long-term stability of COFs under physiological conditions remains insufficiently understood. Certain COFs linked via imine or boronate ester bonds may undergo structural degradation in acidic lysosomal environments or under oxidative stress, which could compromise both their functional performance and biocompatibility. However, for certain COF-based carriers, structural degradation and disassembly can facilitate the release of the loaded therapeutic agents. Second, while COFs are generally considered biocompatible, their use as carriers for photosensitizers in PDT carries a risk of nonspecific phototoxicity. This concern becomes particularly significant when light dosing is poorly controlled or when healthy tissues are unintentionally exposed to irradiation. Third, certain porphyrin-based photosensitizers may be susceptible to photobleaching, which can compromise the phototherapeutic efficacy of porphyrin-containing COF nanoplatforms. Fourth, the clinical translation of COF-based nanoplatforms is hindered by several critical challenges, including potential immunogenicity, off-target accumulation in healthy tissues, and an incomplete understanding of their long-term metabolic fate and clearance pathways. Future efforts must therefore balance therapeutic innovation with rigorous assessment of biocompatibility, biodistribution, and pharmacokinetics to bridge the gap between laboratory breakthroughs and clinical reality. Fifth, large-scale synthesis and quality control present practical bottlenecks. Most current COF synthesis methods fall short of meeting Good Manufacturing Practice (GMP) standards in terms of yield, batch-to-batch consistency, cost efficiency, and the ability to produce sterile, pyrogen-free materials. Finally, there is still room for improvement in delivery efficiency in vivo. Overcoming complex biological barriers, enhancing tumor-targeted accumulation, and achieving deep tissue penetration remain key areas requiring continuous optimization.
To address these challenges, future research may pursue breakthroughs through multiple strategies. First, material design should prioritize biocompatible and biodegradable building blocks-such as amino acids or nucleotide derivatives-and incorporate stimulus-responsive linkages (e.g., sensitive to pH, GSH, or enzymes) to enable controlled degradation and safe clearance after therapy. Second, green, efficient, and scalable synthesis techniques, such as microwave-assisted reactions or continuous flow chemistry-should be developed to improve production efficiency while ensuring product uniformity and stability. Third, the design of non-porphyrin photosensitizing units should be actively pursued, with a focus on systematically evaluating the phototherapeutic performance of a broader range of photoactive molecules. Fourth, advanced biomimetic functionalization approaches, such as cell membrane coating (using red blood cell, cancer cell, or bacterial membranes), could be employed to endow COF nanoparticles with prolonged blood circulation, enhanced active targeting, and immune evasion capabilities, thereby optimizing their pharmacokinetic profiles. Finally, fostering deep interdisciplinary collaboration is essential. Close cooperation among material scientists, pharmacologists, immunologists, and clinicians is needed-not only to assess therapeutic efficacy but also to design rational preclinical and clinical studies grounded in real clinical needs. Such collaboration will accelerate the transformation of groundbreaking laboratory discoveries into tangible therapies that benefit patients. To better delineate a forward-looking research agenda, we propose three actionable priorities: (1) establishing quantitative models that correlate the in vivo degradation kinetics of COFs with the magnitude of immune activation they elicit; (2) developing synthesis protocols and quality control standards compliant with Good Manufacturing Practice (GMP) for clinical translation; and (3) engineering intelligent COF-based probes capable of real-time monitoring of dynamic changes in the tumor microenvironment. These specific objectives are expected to accelerate the field’s progression from proof-of-concept studies toward clinical application. Although the path ahead is long, the immense potential of COFs firmly lays the foundation for their eventual success in the field of precision immunotherapy.