Abstract
Background
Combinatorial systemic chemotherapy is a powerful treatment paradigm against cancer, but it is fraught with problems due to the emergence of chemoresistance and additive systemic toxicity. In addition, coadministration of individual drugs suffers from uncontrollable pharmacokinetics and biodistribution, resulting in suboptimal combination synergy.
Methods
Toward the goal of addressing these unmet medical issues, we describe a unique strategy to integrate multiple structurally disparate drugs into a self-assembling nanococktail platform. Conjugation of a polyunsaturated fatty acid (e.g., linoleic acid) with two chemotherapies generated prodrug entities that were miscible with tunable drug ratios for aqueous self-assembly. In vitro and in vivo assays were performed to investigate the mechanism of combinatorial nanococktails in mitigating chemoresistance and the efficacy of nanotherapy.
Results
The coassembled nanoparticle cocktails were feasibly fabricated and further refined with an amphiphilic matrix to form a systemically injectable and PEGylated nanomedicine with minimal excipients. The drug ratio incorporated into the nanococktails was optimized and carefully examined in lung cancer cells to maximize therapeutic synergy. Mechanistically, subjugated resistance by nanococktail therapy was achieved through the altered cellular uptake pathway and compromised DNA repair via the ATM/Chk2/p53 cascade. In mice harboring cisplatin-resistant lung tumor xenografts, administration of the nanococktail outperformed free drug combinations in terms of antitumor efficacy and drug tolerability.
Conclusion
Overall, our study provides a facile and cost-effective approach for the generation of cytotoxic nanoparticles to synergistically treat chemoresistant cancers.
Supplementary Information
The online version contains supplementary material available at 10.1186/s40824-022-00249-7.
Keywords: Lipid prodrug, Self-assembly, Nanococktail, Chemoresistance, Synergism
Introduction
Systemic chemotherapy remains the mainstay therapeutic modality for advanced and metastatic cancers and has shown efficacy in extending patient survival. However, the emergence of de novo or acquired chemoresistance not only discounts the clinical response but also represents one of the formidable obstacles for effective cancer chemotherapy [1, 2]. To tackle these challenges, combinatorial regimens that integrate multimodal therapies have been extensively explored and have been remarkably successful in the clinic. Unlike single-agent therapies, combinatorial strategies harness multiple synergistic therapeutics to rewire distinct signaling pathways in cancer [3, 4]. Unfortunately, the clinical use of combinatorial regimens remains a significant challenge because coadministration of individual free drugs suffers from different pharmacokinetics and dissimilar biodistributions, as well as additive toxicity risks [5–7]. Therapeutic delivery with nanoparticle approaches holds the potential to offer effective treatments against a wide range of indications, from cancer therapy to vaccination [8–10]. Currently, some nanotherapeutics have been clinically approved, and more are tested in clinical trials at different stages [11–13]. In particular, coencapsulation within a single nanoparticle platform has been extensively explored in numerous preclinical models [14–16]. These codelivery strategies not only help minimize off-target dissemination of toxic agents but also maximize the treatment synergism by codelivery to the same target cells [17]. However, translation of such a nanosystem to clinically successful medicines remains a considerable challenge due to some intrinsic flaws, including complicated fabrication processes, high variability in in vivo performance, and essential requirements of exogenous excipients [18, 19].
Supramolecular chemistry leveraging noncovalent interactions between individual molecular building blocks provides new opportunities for the construction of therapeutically available nanoassemblies [20]. As a pioneering example, the use of a squalene moiety to chemically derive anticancer chemotherapies has been developed, which results in a new generation of small molecular nanotherapies [21, 22]. We recently also showed that the attachment of drug molecules to natural omega-3 polyunsaturated fatty acids (PUFAs) through bioactivatable linkages generates new prodrug entities, which confers upon them the ability to self-assemble in aqueous media without the need for exogenous excipients [23, 24]. This approach renders prodrug nanoassemblies with substantially improved in vivo antitumor efficacy and reduced toxicity relative to their free drug forms. Exploiting “PUFAylation” technology, we have successfully transformed several therapeutics, including immunosuppressive agents, into self-deliverable nanotherapies against cancer and acute graft rejection [25–27]. In addition, structurally dissimilar drugs are expected to be tolerable in this approach for forming codelivery systems. To date, no combinatorial nanotherapies based on therapeutic PUFAylation have been explored. Here, we hypothesized that PUFAylated drug coassembled nanosystems may be able to mitigate chemoresistance via rationally optimized synergism, improve in vivo performance by synchronized pharmacokinetics, and reduce undesired toxicity.
Platinum-based chemotherapeutics are widely used in the clinic for the treatment of advanced cancer [28, 29]. Unfortunately, only a subset of cancer patients respond to platinum agents but still experience the emergence of drug resistance and substantial systemic toxicity, which deters their clinical application [30, 31]. Consequently, a second agent that increases the efficacy of platinum agents but does not have additive toxicity may have great benefits for improving treatment outcomes. Published reports suggest that combining irinotecan (CPT-11) with cisplatin had the desired response rate (45% on average) in patients with advanced non-small cell lung cancer (NSCLC) [32]. Such a combination regimen takes advantage of different mode-of-action drugs to induce high levels of DNA lesions.
In this study, we report the development of a therapeutic nanococktail (NC) platform constructed from self-assembling small molecular lipid prodrugs and test it against cisplatin-resistant NSCLC. The NC comprises two PUFAylated chemotherapeutics that are constructed from cisplatin and 7-ethyl-10-hydroxy-camptothecin (SN38) via conjugation with linoleic acid (LA). The self-assembled NC can be further refined with 1,2-distearoyl-sn-glycero-3-phosphoethanolamine-N-[methoxy-(polyethyleneglycol)2000] (DSPE-PEG2k), an amphiphilic matrix, to form a systemically injectable and PEGylated nanoparticle with minimal excipients. PEGylated NC exhibits spherical nanostructures with sub-60 nm diameters and is stable in aqueous solutions. In cells, NCs can release active platinum (II) and SN38 agents in response to intracellular reducing agents (e.g., glutathione, GSH) and esterase, respectively [30, 33].
The drug ratios incorporated into the NC for maximum synergy were optimized by calculating the combination index (CI), and the synergistic effect of the NC was carefully examined in cisplatin-resistant A549cisR cells. Transporter-independent internalization of the NC via endocytosis contributed to enhanced cytotoxicity compared with free drugs. In vitro mechanistic studies demonstrated that the remarkable synergism was attributable to the negative modulatory role of the SN38 agent through the inhibition of the DNA repair mechanism and ATM/Chk2/p53-mediated pathway. Animal experiments further revealed that NC outperformed the free drug combination in terms of antitumor efficacy and drug tolerability. Overall, the study highlights that coassembling cisplatin and SN38 derivatives via a PUFAylation approach possessed superiority for safe in vivo delivery and was potent enough to eliminate resistant A549cisR cells.
Results
Synthesis of PUFAylated prodrugs and characterization of nanoassemblies
LA was strategically used as a pro-moiety to couple with oxidated platinum (IV) and SN38 via esterification to generate Pt-LA2 and SN38-LA prodrugs, respectively (Fig. 1A and Fig. S1–10) [30, 33]. The prodrug constructs are sufficiently amphiphilic to assemble in aqueous solutions via a reprecipitation method, forming water-soluble nanoparticles. Surface cloaking of PEGylation is expected to reduce clearance by the mononuclear phagocyte system (MPS) and to prevent them from being degraded in the blood [34]. Thus, amphiphilic DSPE-PEG2k lipid was utilized to cloak the particle surface to produce injectable nanoparticles. Moreover, due to the prodrug self-assembly capacity, excipients for drug formulation can be minimized. Injection of the mixture of prodrug/matrix (10:1, w/w, dissolved in dimethyl sulfoxide (DMSO)) into deionized (DI) water generated individual nanosuspensions. Further removal of DMSO via dialysis did not cause visible precipitates, indicating that the improved solubility of the nanoassemblies was independent of organic solvents. The resultant assemblies were subjected to transmission electron microscopy (TEM) observation and dynamic light scattering (DLS) analysis (Fig. 1B-D). In TEM images, both nanoassemblies had uniformly spherical structures (termed Pt(IV)-NP and SN38-NP, Fig. 1B). DLS analysis confirmed that these nanoassemblies showed monomodal distributions with relatively low polydispersity indices (PDI < 0.2) (Fig. 1C).
We further verified whether the Pt-LA2 and SN38-LA prodrugs can be coassembled into a single nanoparticle cocktail with the aid of the DSPE-PEG2k matrix (Fig. 1A and B). Both compounds were completely miscible, and the coassembled NC was shaped in spherical nanostructures, similar to the nanoassemblies prepared from individual prodrugs (Fig. 1B), which was also evidenced by the DLS results (Fig. 1C). All constructed nanoparticles had negative ζ potentials, indicating that they are refractory to adsorption to blood components with negative charges (Fig. 1E and F). In addition, stability testing suggested that PEGylated nanoassemblies neither varied in diameter nor precipitated during one week of observation in phosphate-buffered saline (PBS) or in PBS containing serum at 37 °C (Fig. 1G, H, and I). Together, these results all indicated that the combinatorial nanoassemblies were successfully constructed, with tunable drug ratios for maximizing the synergism in the scaffold. Increased water solubility renders the NC applicable for preclinical studies via intravenous injection.
Synergistic activity of cocktail nanoassemblies in cisplatin-resistant A549cisR cells
Cellular uptake of cisplatin strongly depends on copper transport protein 1 (Ctr1) located on the membrane, and downregulation of Ctr1 is one of the major contributors associated with platinum drug resistance [35–37]. In platinum-sensitive A549 cells, Ctr1 was normally expressed; however, the expression of the Ctr1 transporter was substantially abolished in A549cisR cells (Fig. S11A), which potentially makes A549cisR cells resistant to cisplatin treatment. For example, A549cisR cells showed ~ 5-fold higher resistance to cisplatin than A549 cells, as evidenced by the cell viability assay (Fig. S11B). Notably, self-assembled platinum (II) nanoparticles significantly reduced cell viability compared with cisplatin, showing the potential to overcome drug resistance.
The camptothecin derivative SN38 exerts its cytotoxicity through the inhibition of nuclear DNA topoisomerase I (TOP1), thus leading to increased DNA double-strand breaks (DSBs) in a different mode of action [38]. Hence, we speculated that integrating SN38 into platinum nanoparticles could yield therapeutic synergy in resistant cells. The NCs loading with varying ratios of the Pt-LA2 and SN38-LA prodrugs were examined for their half-maximal inhibitory concentrations (IC50). In parental A549 cells, significantly low IC50 values were observed when increasing the ratios of SN38-NP, indicating that a higher concentration of SN38 favored platinum therapy in this cell line (Fig. 2A and Table 1). In the A549cisR cells, the potency of Pt(IV)-NP could be augmented by the addition of SN38-NP (Fig. 2B and Table 1). Furthermore, we examined the synergism of NC delivery by calculating the combination index (CI) at half inhibition concentration among different combinations. The NC scaffolds were prepared at varying molar ratios of platinum to SN38 agents and added to cells for the cytotoxicity assay. Among these, the NCs prepared at 5:1 and 10:1 (Pt-LA2/SN38-LA, molar ratio) showed strong synergism in both sensitive and resistant cells (Table 1). Notably, in A549cisR cells, the NC at 5:1 had the lowest CI (~ 0.271), reducing the IC50 to 1.67 ± 0.05 μM simultaneously. Such a high synergistic efficacy achieved at low concentrations of the NC platform would not only potentiate the therapy against resistant cancer but also alleviate side effects generally caused by chemotherapy.
Table 1.
A549 | A549cisR | ||||
---|---|---|---|---|---|
IC50 (μM) | CI (50% inhibition) | IC50 (μM) | CI (50% inhibition) | ||
Pt(IV)-NP | 9.64 ± 0.55 | – | 7.51 ± 0.36 | – | |
SN38-NP | 0.39 ± 0.03 | – | 3.91 ± 0.69 | – | |
Nanococktail (Pt-LA2/SN38-LA, molar ratio) | 10:1 | 1.15 ± 0.10 | 0.359 | 1.80 ± 0.07 | 0.287 |
5:1 | 0.82 ± 0.05 | 0.424 | 1.67 ± 0.05 | 0.271 | |
2:1 | 0.81 ± 0.05 | 0.757 | 1.98 ± 0.07 | 0.400 | |
1:1 | 0.66 ± 0.07 | 0.952 | 2.51 ± 0.12 | 0.550 | |
1:2 | 0.65 ± 0.06 | 1.217 | 2.93 ± 0.15 | 0.635 | |
1:5 | 0.67 ± 0.06 | 1.561 | 4.24 ± 0.44 | 1.025 | |
1:10 | 0.52 ± 0.10 | 1.286 | 4.72 ± 0.81 | 1.316 |
Cellular uptake of the nanococktail
We next investigated the cellular internalization of the NC against cancer cells. For this purpose, the fluorescent dye DiI was used to label the NC by a coassembling protocol (Fig. S12) [27]. A549cisR cells were exposed to the DiI-labeled NC, and the kinetics of cellular uptake were evaluated by confocal laser-scanning microscope (CLSM) analysis. Time-lapse CLSM imaging revealed that the NCs exhibited effective cellular internalization with an increased red fluorescence signal over the time course (Fig. 2C). Colocalization studies of the NC with commercial LysoTracker Green in cells demonstrated the specific accumulation of the NC in endo/lysosomes (Fig. 2C). Upon extended incubation, a low extent of colocalization with endo/lysosomes was observed, indicating the sufficient endosomal escape capacity of the NC. To examine whether the mechanism of NC uptake was due to endocytosis, we tested uptake efficiency under different incubation conditions (i.e., temperature). Compared with effective internalization at 37 °C, lowering the temperature to 4 °C significantly reduced the uptake of the NC by A549cisR cells (Fig. 2D and E), suggesting an energy-dependent endocytosis pathway.
To further elucidate the uptake mechanism, different inhibitors that specifically target endocytosis pathways were examined [39]. When A549cisR cells were pretreated with chlorpromazine, an inhibitor of clathrin-mediated endocytosis, flow cytometry analysis showed that the cellular uptake of the NC was substantially decreased by ~ 40% compared to that of the untreated cells (Fig. 2F and G). Filipin also reduced the internalization of the NC to 80%, indicating that caveolae-mediated endocytosis was also involved. These results were consistent with the reported studies that in general, multiple endocytosis pathways contribute to the cellular uptake of nanoparticles [40, 41]. Distinct from cisplatin uptake, which heavily relies on the Ctr1 transporter, the NC scaffold efficiently “smuggled” the cytotoxic derivatives into the resistant cells primarily through clathrin-mediated endocytosis, which is an essential prerequisite for their intracellular synergism.
The nanococktail blocked cell growth and induced apoptosis by triggering DSBs
To further validate whether the coassembled prodrug cocktail could inhibit the proliferation of A549cisR cells, we used a 5-ethynyl-2′-deoxyuridine (EdU) incorporation assay to assess DNA replication. As shown in Fig. 3A and B, treatment with Pt(IV)-NP (5 μM, cisplatin equivalence) showed negligible antiproliferative activity in A549cisR cells, presumably due to drug resistance. In contrast, SN38-NP (1 μM, SN38 equivalence) induced a significant reduction in the EdU-positive rate, and this effect was profound when the cells were exposed to NC treatment. Because decreased cell proliferation reflects delayed cell cycle progression, we examined the cell cycle profiles of A549cisR cells by flow cytometry analysis (Fig. 3C). Pt(IV)-NP monotherapy did not alter the cell cycle. However, remarkable cells were arrested in both S and G2/M phases after SN38-NP treatment. Of note, we observed a high level of S phase when the cells were treated with NC (51.7% for NC versus 41.7% for SN38-NP monotherapy, Fig. 3D). These data were in accordance with the mode of action of cisplatin and SN38, both of which cause double-strand DNA breakage during DNA synthesis and arrest cells in S and G2 phases [38, 42]. Hence, SN38-NP appeared to produce a specific synergistic combination with Pt(IV)-NP to impose DNA damage against cisplatin-resistant cells. TOP1 inhibition by a camptothecin prodrug may potentially incur elevated DNA-Pt adducts in cells.
The cell death/survival profile upon NC treatment was analyzed through calcein-AM/PI dual staining. Fluorescence imaging showed that a large proportion (~ 30%) of dead A549cisR cells appeared upon NC treatment, confirming that NCs fabricated at the optimized ratio of 5:1 potently induced cell death (Fig. 3E and F). A fluorescein Annexin V/propidium iodide colabeling assay was further conducted to quantify cell apoptosis. As a result, Pt(IV)-NP-treated cells did not show any apparent difference in apoptotic rates from untreated cells. In contrast, cells treated with SN38-NP exhibited a high fraction of apoptosis, in which apoptotic cells accounted for 14.2% of the total cells and further increased to 19.1% after NC treatment (Fig. 3G and H). These data paralleled the trends in the cell cycle distribution, suggesting that arrested cells caused by NCs further underwent increased apoptosis.
The observed synergy of the NC to provoke robust apoptosis can be explained by the nonoverlapping mechanisms of cisplatin and SN38. Phosphorylated H2A histone family member X (γH2AX) is a marker for DNA DSBs and represents an onset event in DNA damage responses [43]. We, therefore, analyzed the level of γH2AX to investigate NC-induced DNA damage. Consistent with the insufficient cytotoxicity, Pt(IV)-NP monotherapy failed to induce DSBs in A549cisR cells, as indicated by the low level of γH2AX-positive cells (Fig. 3I and J). Interestingly, exposure of A549cisR cells to NC treatment resulted in a high abundance of γH2AX. The occurrence of DSBs in A549cisR cells was also assessed by a comet assay (Fig. 3K and L). Consistent with the expectation, SN38-NP caused intensive DSBs in cells, and the levels of damaged DNA were markedly increased when cells were treated with the NC. Taken together, these results provide compelling evidence that increased DSBs account for the augmented cytotoxicity, which benefits the combinatorial synergism of the NC regimen.
The compromised DNA repair capacity was mediated by Rad51 depletion through the ATM/Chk2/p53 pathway
Rad51 and its paralogs are known as the crucial components of the homologous recombination (HR) complex machinery involved in the repair of severe DNA damage, such as DSBs [44]. Here, we analyzed the dynamics of Rad51 expression by western blot because its recruitment was the initial event during the DNA damage response. As presented in Fig. 4A, Pt(IV)-NP monotherapy considerably increased recruitment of Rad51 to damage sites in A549cisR cells, potentially due to a repair mechanism. Interestingly, the addition of SN38-NP ameliorated Rad51 recruitment, which was also accompanied by a notably high level of γH2AX expression. These results indicate more damaged DNA accumulation in the nuclei. We further observed a negative correlation between the expression of Rad51 and γH2AX, suggesting that DNA lesions induced by cotherapy overrode the repair machinery [45–47]. Consequently, cotreatment with the two nanoparticles provoked robust apoptosis, evidenced by elevated levels of proapoptotic proteins (i.e., cleaved caspase 3 and cleaved PARP). These data were in accordance with the apoptotic results by flow cytometry analysis (Fig. 3G).
Published studies have elucidated that the tumor suppressor protein p53 is also involved in the regulation of HR repair, in addition to its role in promoting apoptosis [48]. As expected, upon NC treatment, phosphorylated and total p53 were increased (Fig. 4A). Moreover, Rad51 overexpression and p53 inactivation are responsible for the drug-resistance phenotype [49, 50]. Differences were indeed observed between A549 and A549cisR cells (Fig. 4B). p53 is a transcriptional repressor of Rad51 that is able to disturb Rad51 expression by binding to promoter regions [51]. Additionally, phosphorylated p53 was negatively correlated with Rad51 expression, revealing the existence of a suppressive effect of p53 on Rad51 (Fig. 4A). Thus, SN38-NP is capable of combating platinum-induced chemoresistance through downregulation of the repair mechanism and upregulation of p53.
In the context of exogenous DNA inflictions, the initial phase of the p53 response is primarily orchestrated by the action of ataxia telangiectasia mutated (ATM) kinase, which senses damaged DNA and transmits signals to downstream effectors via phosphorylation [52]. ATM is reported to phosphorylate p53 on multiple sites, with Ser15 as the primary phosphorylation residue [53]. In addition to direct action, ATM can also activate p53 via phosphorylation of checkpoint kinase 2 (Chk2) and other relevant downstream proteins [54–56]. Here, we speculate that the regulatory ATM/Chk2/p53 circuitry might be responsible for the synergistic effect of NC therapy. To explore this possibility, we investigated the status of these proteins in A549cisR cells upon treatment with varying concentrations of nanoparticles. The western blot results showed that Pt(IV)-NP alone did not significantly activate ATM, Chk2, or their downstream p53, which was also accompanied by upregulated Rad51 and silencing γH2AX (Fig. 4C). In contrast, relatively low concentrations of SN38-NP dramatically increased ATM and Chk2 phosphorylation, thereby leading to substantial activation of p53 with less Rad51 expression. Similar trends were observed in cells treated for different durations, where p53 upregulation was positively correlated with ATM and Chk2 activation but was inversely associated with Rad51 expression after SN38-NP treatment (Fig. 4D). Furthermore, we examined the expression levels of other key DNA repair proteins (Fig. 4E). Several of them were also moderately inhibited by cotreatment, although the potential regulatory mechanism remains unclear. Collectively, these data indicate that SN38 sensitizes Pt(IV) agents delivered in single nanotherapy by triggering DNA damage effectors (e.g., enhanced phosphorylation of H2AX and ATM/Chk2) while simultaneously impairing the repair mechanism (e.g., Rad51).
In vivo activity in a preclinical NSCLC mouse model
In cisplatin-resistant A549cisR cells, combinatorial therapy incurs a high incidence of DSB catastrophe with a low repair response. Inspired by this finding, we examined the potential of NC therapy in a preclinical mouse model bearing A549cisR tumor xenografts (Fig. 5A). The model was established in immunodeficient BALB/c nude mice by subcutaneous implantation of A549cisR cancer cells. When the tumor volume reached approximately 100 mm3, mice were randomly divided into five groups and intravenously injected with various drugs. As shown in Fig. 5B, the saline-treated mice exhibited rapid tumor growth, which was ~ 15-fold larger than the initial tumor volume at the endpoint. However, A549cisR tumors only showed moderate responses to treatment with free drug combinations. The NC treatments significantly outperformed the free drug combinations to reduce the tumor burden. Notably, the high dose of NC therapy resulted in durable tumor recession and lasting efficacy during the observation. Consistent results were obtained through analysis of the tumor inhibition rate (Fig. 5C). In addition, the NC therapies had no noticeable toxicity, whereas administration of free drugs resulted in body weight loss (Fig. 5D).
Histopathological analyses of the excised tumors were further performed. Consistent with the growth kinetics, extensive intratumoral apoptosis was induced by NC therapy, as evidenced by hematoxylin and eosin (H&E) and TUNEL staining (Fig. 5E and F). Quantification of TUNEL-positive cells verified the increased apoptotic percentages after NC treatment (Fig. 5H). Concomitantly, IHC staining with the indicator Ki-67 validated the retarded cell proliferation in sectioned tumors after NC therapy (Fig. 5G and I). The in vivo results provide evidence that a combination nanoparticle regimen that encapsulates PUFAylated prodrugs at optimal drug ratios proved effective in eliminating resistant cancer and was superior to the combination of free drugs in their clinical formulations.
Safety evaluation of the combinatorial NC
Despite the excellent in vivo antitumor efficacy, the tolerability of nanomedicines in vivo is another indispensable factor when considering clinical translation. In clinical practice, hemolysis was observed in cancer patients receiving excipients, as these materials interacted with erythrocytes [57]. We thus first conducted a hemolytic test to evaluate the blood compatibility of our NC system. Upon exposure of rat blood cells (RBCs) to different concentrations of the NC therapies, only limited hemolysis (2–5.6%) was observed, indicating acceptable low hemolytic activity for intravenous administration (Fig. 6A). Moreover, Pt(IV) prodrug-assembled nanoparticles displayed less cytotoxicity against BEAS-2B normal lung epithelial cells than the unmodified cisplatin agent (Fig. 6B).
Finally, we investigated the in vivo safety of the combination NC regimen. Because cisplatin is more toxic than CPT-11 or SN38 in vivo, we chose the NC platform prepared with a platinum/SN38 drug molar ratio of 2:1 for toxicity studies. NC therapy at this ratio still retained synergism, as shown in the CI values. After the drugs were injected into healthy ICR mice, the variation in body weights was monitored. All NC-treated mice showed a negligible drop in body weight, whereas the mice dosed with FD combinations at high doses (e.g., 5 mg/kg cisplatin plus 4.9 mg/kg CPT-11) exhibited a remarkable decline in body weight (Fig. 6C). In addition, nephrotoxicity remains the dose-limiting toxicity for cisplatin chemotherapy. Obvious nephrotoxicity and hematotoxicity in the mice receiving the FD combination regimens were observed. Moreover, the necropsy results revealed significant reductions in the weights of the kidney and spleen compared with those receiving the NC and saline treatments (Fig. 6D and E). To further explore the underlying mechanism of the observed visceral toxicity, we subjected the sectioned kidney and spleen to histological analysis. TUNEL staining validated that both tissues excised from the FD-treated mice suffered significant apoptosis, which contrasted sharply with undetectable apoptosis in the organs from the nanoparticle-treated mice (Fig. 6F). No apparent pathological changes were found in other organs (e.g., heart, liver, and lung) (Fig. S13). These toxicity studies demonstrate that coassembled nanococktails from rationally designed prodrugs are sufficiently safe for preclinical cancer treatment.
Discussion
Lung cancer is the second most common cancer and the leading cause of cancer-related death worldwide, with an estimated 2.2 million new cases and 1.8 million new deaths in 2020 [58]. NSCLC is the major subtype (~ 85%) of lung cancer, with a very poor overall 5-year survival rate of approximately 15% [59]. In the clinic, platinum-based chemotherapies such as cisplatin are extensively used for the treatment of NSCLC patients. Platinum drugs mainly perturb DNA synthesis via the formation of covalent DNA-Pt adducts between adjacent purine residues such as guanine, leading to cancer cell apoptosis [60]. However, repeated administration of platinum agents is associated with dose-limiting toxicities and drug resistance. The mechanisms of cisplatin resistance are multifactorial, including reduced drug uptake by alteration of membrane transporters, detoxified platination by metabolic enzymes, upregulation of cell survival signals, and enhanced DNA repair [31, 61, 62]. Thus, combining cisplatin with other agents harboring nonoverlapping cytotoxic mechanisms seems to be an attractive therapeutic paradigm for handling drug resistance.
SN38, the active form of CPT-11, under the trademark of irinotecan, is a potent TOP1 inhibitor against a variety of human malignant cancers. Unfortunately, SN38 is either water-insoluble or has low compatibility for encapsulation in conventional delivery carriers [63]. Mechanistically, after exposed to rapidly proliferating tumor cells, this camptothecin agent noncovalently binds to nuclear DNA TOP1 and generates replication-mediated DSBs. Unlike camptothecin poison, platinum agents typically form intra- and interstrand covalent DNA cross-links with purine nucleobases. These cross-links impair transcription and lead to cell apoptosis. Due to the different mechanisms of action, both therapeutics are expected to have a complementary role in inducing DNA damage and causing elevated cell apoptosis against resistant cancer cells. However, owing to the large dissimilarity in physicochemical properties, simultaneous engineering of these two compounds into a single platform is technically challenging.
To address this unmet medical need, we engineered platinum (II) and SN38 derivatives using our previously established PUFAylation strategy. Due to their structural similarity, the resultant Pt-LA2 and SN38-LA prodrug entities are miscible in each other at varying drug ratios for the production of injectable synergistic cocktails in aqueous solutions. The use of naturally occurring PUFAs for drug derivatization and subsequent pharmaceutical delivery via nanoassembly has particular advantages: (i) PUFAs are commercially available and can be readily accessible in large quantities; (ii) they are abundant in the body and are essential for humans, which avoids the risks associated with excipient side effects; and (iii) potential π − π stacking and hydrophobic interactions between PUFAs could make nanoassemblies sufficiently stable for systemic injection. More interestingly, drug ratios in this coassembling system can be fine-tuned to yield high antitumor synergy with reduced toxicity. These advantages could make PUFAs promising as useful skeletons for the generation of clinically translatable nanoassemblies.
In vitro cytotoxicity studies revealed a significantly high synergistic effect (CI ~ 0.271) of the NC against A549cisR cells when the NC was prepared with a molar ratio of Pt-LA2 to SN38-LA of 5:1. Of note, Pt(IV)-NP assembled from the Pt-LA2 prodrug outperformed cisplatin in overcoming drug resistance. For example, Pt(IV)-NP showed a 4-fold higher antiproliferative potency than cisplatin in A549cisR cells. Subsequent CLSM observation confirmed that the internalization of the NC platform relies on an endocytosis pathway and is independent of the Ctr1 transporter that is necessary for cellular cisplatin uptake. The synergistic effects of the NC were further validated with cell-based analyses. The EdU assay, together with the cell cycle analysis, showed that the NC treatment retarded the cell growth of the resistant cancer cells by arresting more cells in S and G2 phases compared to individual nanotherapies. Moreover, exposure of cancer cells to the NC resulted in elevated levels of apoptotic cells, which was accompanied by excessive DNA lesions, as unveiled by γH2AX staining and comet assay.
Previous studies have demonstrated that Rad51 plays a crucial role in HR-mediated DSB repair and is activated in platinum-resistant cell lines [64]. Cellular investigation showed that Rad51 recruitment occurred after Pt(IV)-NP exposure, indicating the existence of DSB repair machinery, which compromised the efficacy of Pt(IV)-NP monotherapy. Unexpectedly, we observed that Rad51 recruitment was markedly inhibited when the cells were further poisoned with SN38-NP (Fig. 4A, C, and D). These data suggest that the SN38 agent has a role in inhibiting Pt(IV)-NP-mediated DSB repair. We also confirmed that the NC treatment resulted in reduced Rad51 expression and augmented DSBs as evidenced by elevated levels of γH2AX in A549cisR cells, which caused potent apoptotic signaling cascades. Further mechanistic studies revealed that Rad51 inhibition was accomplished through the activation of ATM/Chk2/p53 signaling by the camptothecin agent delivered in the NC platform (Fig. 7).
Finally, the in vivo efficacy of the nanococktail was examined in a resistant tumor-bearing mouse model. Administration of NC outperformed free drug-based combinations in slowing aggressive tumor growth. The nanococktail, via coassembly of PUFAylated cisplatin and SN38 prodrugs at the optimal ratio, had superiority over free drugs in effectively eradicating resistant cancer, which could be attributed to the synergism between the two agents as well as accelerated cellular uptake of nanoparticles. Moreover, the small molecular nanosystem was highly biocompatible for in vivo administration, as evidenced by the ameliorated nephrotoxicity and hematotoxicity in comparison to the combination of free drugs in the conventional formulations.
Conclusion
In summary, distinct from the strategy of using complex nanostructures to incorporate multiple agents, our prodrug coassembling approach provides a facile and cost-effective method for drug codelivery and synergistic cancer therapy. The nanococktail formulating synergistic prodrugs at designated ratios have the potential to thwart resistance in NSCLC and shows low systemic toxicity. In addition, because of the simplicity of prodrug synthesis and nanoparticle manufacture, these small molecular nanoassemblies may have high translational capacity. Further studies are warranted to investigate the long-term safety and therapeutic outcomes.
Materials and methods
Cell lines and reagents
Human NSCLC A549 and cisplatin-resistant A549cisR cells were purchased from the Bogu Biotechnology Company (Shanghai, China) and cultured in RPMI-1640 media (Biological Industries, Israel) supplemented with 10% FBS (Biological Industries) and 1% penicillin/streptomycin (Biological Industries) in a humidified incubator containing 5% CO2 at 37 °C. For A549cisR cells, an additional 800 ng/mL cisplatin was added to the media to maintain resistance.
Cisplatin and linoleic anhydride were purchased from Tokyo Chemical Industry Co. (Shanghai, China). 7-Ethyl-10-hydroxycamptothecin (SN38) was purchased from Knowshine Pharmachemicals Inc. (Shanghai, China). All other compounds and solvents were purchased from J&K Chemical (Shanghai, China).
Preparation of Pt-LA2 and SN38-LA prodrug nanoparticles
Self-assembled nanoparticles were prepared using a reprecipitation method. A mixture of Pt-LA2 and/or SN38-LA conjugates with DSPE-PEG2k at a weight ratio of 10:1 was used to facilitate the preparation. Briefly, mixtures of prodrug/DSPE-PEG2k or prodrug cocktail/DSPE-PEG2k (2 mg, cisplatin or SN38 equivalence) were dissolved in DMSO (1 mL), and then the solutions were injected into 9 mL of DI water under ultrasonication. Prior to subsequent use, the remaining organic solvent was removed by dialysis against DI water.
Animal experiments
Immunodeficient male BALB/c nude mice (6 weeks old) were purchased from the Shanghai Experimental Animal Center, Chinese Academy of Science. All animal studies were conducted in accordance with the National Institute Guide for the Care and Use of Laboratory Animals. The experimental protocols were approved by the Ethics Committee of the First Affiliated Hospital, Zhejiang University School of Medicine.
In vivo tumoricidal effect of combinatorial NC therapy
The antitumor activity was evaluated in BALB/c nude mice. Briefly, A549cisR cells (3 × 106 cells/0.1 mL PBS) were subcutaneously injected into the flank of each mouse. When the tumor volume approached approximately 100 mm3, the mice were randomized into five groups (n = 6) and treated with various drugs as follows: i) saline; ii) free drug (FD) combination (cisplatin, 3 mg/kg plus CPT-11, 2.9 mg/kg (low dose, LD)); iii) FD combination (cisplatin, 5 mg/kg plus CPT-11, 4.9 mg/kg (high dose, HD); iv) the LD nanococktail regimen (3 mg/kg platinum equivalence plus 2 mg/kg SN38 equivalence); and v) the HD NC regimen (5 mg/kg platinum equivalence plus 3.3 mg/kg SN38 equivalence). All treatments were intravenously injected via the tail vein on Days 0, 3, and 6. Tumor growth was recorded by measuring the width (W) and length (L) of the tumors with a caliper for 3 weeks, and body weight was measured to monitor drug toxicity. The tumor volume was calculated using the following formula: tumor volume (mm3) = (W)2 × (L)/2.
To further assess the antitumor activity, tumor tissues from each treatment group were obtained and sectioned. A terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assay was carried out using a TdT-Frag EL DNA fragmentation detection kit to analyze apoptotic cell death. H&E staining of the tumor sections was also performed. To visualize the proliferating tumor cells, immunohistochemical staining with antibodies against Ki-67 was performed. All tumor slices were observed and captured using a microscope (IX73, Olympus) at 200× magnification. Five fields per slice were randomly chosen and imaged for analysis.
Hemocompatibility analysis and toxicity assessment
The hemolysis assay was performed at pH 7.4 using RBCs. RBCs were isolated from plasma by centrifuging at 1500 rpm for 15 min and purified by repeated washes until the supernatant became transparent. RBCs were then resuspended in saline and blended with aliquots of saline containing various concentrations of the NCs. DI water was used as a positive control, with saline treatment serving as the negative control. All samples were gently shaken and deposited at room temperature for 2 h, followed by centrifugation at 1500 rpm for 15 min. The supernatant of each sample was added to a 96-well plate for absorbance measurement at 540 nm. The hemolysis rate was calculated by the following equation: hemolysis (%) = (Asample-Anegative control)/(Apositive control-Anegative control) × 100%.
To exactly reflect the toxicity difference between the free drug combinations and combinatorial NC therapy, male ICR mice were intraperitoneally administered various free drugs and nanoformulations. The injection was performed every other day four times. The bodyweight of the mice was monitored every other day to assess systemic toxicity throughout the treatment. At the endpoint, mice were humanely sacrificed, and major organs were collected and subjected to pathological observation to examine drug-induced lesions. Additionally, kidneys and spleens were weighed and photographed because of their vulnerability to platinum-based therapy. Cell apoptosis in vital organs was measured using the TUNEL assay.
Statistical analysis
All determinations were independently repeated three times, and values are presented as the means ± SD. Statistical analysis was performed in Prism 8.0 software, where a two-tailed Student’s t-test was conducted to compare the significant difference between two groups, and a one-way ANOVA test was used to analyze the differences among more than three groups. Differences with p values less than 0.05, 0.01, and 0.001 were considered to indicate statistical significance at different probability levels and marked with *, **, and ***, respectively.
Supplementary Information
Acknowledgments
We greatly thank the technical assistance on TEM analysis from the Center of Cryo-Electron Microscopy (CCEM) of Zhejiang University.
Abbreviations
- PUFAs
Polyunsaturated fatty acids
- NSCLC
Non-small cell lung cancer
- NC
Nanococktail
- SN38
7-ethyl-10-hydroxy-camptothecin
- LA
Linoleic acid
- DSPE-PEG2k
1,2-distearoyl-sn-glycero-3-phosphoethanolamine-N-[methoxy-(polyethyleneglycol)2000]
- CI
Combination index
- MPS
Mononuclear phagocyte system
- DMSO
Dimethyl sulfoxide
- TEM
Transmission electron microscopy
- DLS
Dynamic light scattering
- PDI
Polydispersity index
- PBS
Phosphate-buffered saline
- Ctr1
Copper transport protein 1
- TOP1
Topoisomerase I
- IC50
Half-maximal inhibitory concentrations
- CLSM
Confocal laser scanning microscope
- EdU
5-ethynyl-2′-deoxyuridine
- γH2AX
H2A histone family member X
- ATM
Ataxia telangiectasia mutated
- Chk2
Checkpoint kinase 2
- H&E
Hematoxylin and eosin
- RBCs
Rat blood cells
Authors’ contributions
TL and WS contributed equally to this work. TL performed in vitro and animal experiments for efficacy and mechanistic studies, and was a major contributor in drafting the manuscript. WS performed animal experiments for safety evaluation. JY helped to synthesize compounds. JH, QS, and JM helped to perform in vitro experiments and data analysis. JW, HS, and HW conceived and supervised the study. HS and HW revised the manuscript. All authors read and approved the final manuscript.
Funding
This work was supported by Zhejiang Provincial Natural Science Foundation of China (No. LR19H160002), National Natural Science Foundation of China (Nos. 82073296, 81773193), Research Project of Jinan Microecological Biomedicine Shandong Laboratory (JNL-2022010B), Project of Clinical Outstanding Clinical Discipline Construction in Shanghai Pudong New Area (No. PWYgy2021–09), Project of Shanghai Municipality Key Medical Specialties Construction (No. ZK2019C08), and Leading Talent Training in Shanghai Pudong New Area Health System (No. PWRl2018–08).
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.
Declarations
Ethical approval and consent to participate
Procedures involving animals were approved by the Ethics Committee of the First Affiliated Hospital, Zhejiang University School of Medicine.
Consent for publication
All authors declare that they agree to publish the article.
Competing interests
The authors declare no potential conflicts of interest.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Tongyu Li and Weiwei Shi contributed equally to this work.
Contributor Information
Jian Wan, Email: drjian@yeah.net.
Haihan Song, Email: haihansong@163.com.
Hangxiang Wang, Email: wanghx@zju.edu.cn.
References
- 1.Chatterjee N, Bivona TG. Polytherapy and targeted Cancer drug resistance. Trends Cancer. 2019;5(3):170–182. doi: 10.1016/j.trecan.2019.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Lin JJ, Shaw AT. Resisting resistance: targeted therapies in lung Cancer. Trends Cancer. 2016;2(7):350–364. doi: 10.1016/j.trecan.2016.05.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Manchado E, Weissmueller S, Morris JP, 4th, Chen CC, Wullenkord R, Lujambio A, et al. A combinatorial strategy for treating KRAS-mutant lung cancer. Nature. 2016;534(7609):647–651. doi: 10.1038/nature18600. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Xu S, Ling S, Shan Q, Ye Q, Zhan Q, Jiang G, Zhuo J, Pan B, Wen X, Feng T, Lu H, Wei X, Xie H, Zheng S, Xiang J, Shen Y, Xu X. Self-activated Cascade-responsive Sorafenib and USP22 shRNA co-delivery system for synergetic hepatocellular carcinoma therapy. Adv Sci (Weinh) 2021;8(5):2003042. doi: 10.1002/advs.202003042. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Chakrabarti S, Michor F. Pharmacokinetics and drug interactions determine optimum combination strategies in computational models of Cancer evolution. Cancer Res. 2017;77(14):3908–3921. doi: 10.1158/0008-5472.CAN-16-2871. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Kumar V, Mundra V, Peng Y, Wang Y, Tan C, Mahato RI. Pharmacokinetics and biodistribution of polymeric micelles containing miRNA and small-molecule drug in orthotopic pancreatic tumor-bearing mice. Theranostics. 2018;8(15):4033–4049. doi: 10.7150/thno.24945. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Tahara M, Kiyota N, Yokota T, Hasegawa Y, Muro K, Takahashi S, Onoe T, Homma A, Taguchi J, Suzuki M, Minato K, Yane K, Ueda S, Hara H, Saijo K, Yamanaka T. Phase II trial of combination treatment with paclitaxel, carboplatin and cetuximab (PCE) as first-line treatment in patients with recurrent and/or metastatic squamous cell carcinoma of the head and neck (CSPOR-HN02) Ann Oncol. 2018;29(4):1004–1009. doi: 10.1093/annonc/mdy040. [DOI] [PubMed] [Google Scholar]
- 8.Xu X, Ho W, Zhang X, Bertrand N, Farokhzad O. Cancer nanomedicine: from targeted delivery to combination therapy. Trends Mol Med. 2015;21(4):223–232. doi: 10.1016/j.molmed.2015.01.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Zhou L, Hou B, Wang D, Sun F, Song R, Shao Q, Wang H, Yu H, Li Y. Engineering polymeric prodrug Nanoplatform for vaccination immunotherapy of Cancer. Nano Lett. 2020;20(6):4393–4402. doi: 10.1021/acs.nanolett.0c01140. [DOI] [PubMed] [Google Scholar]
- 10.Pelaz B, Alexiou C, Alvarez-Puebla RA, Alves F, Andrews AM, Ashraf S, Balogh LP, Ballerini L, Bestetti A, Brendel C, Bosi S, Carril M, Chan WCW, Chen C, Chen X, Chen X, Cheng Z, Cui D, du J, Dullin C, Escudero A, Feliu N, Gao M, George M, Gogotsi Y, Grünweller A, Gu Z, Halas NJ, Hampp N, Hartmann RK, Hersam MC, Hunziker P, Jian J, Jiang X, Jungebluth P, Kadhiresan P, Kataoka K, Khademhosseini A, Kopeček J, Kotov NA, Krug HF, Lee DS, Lehr CM, Leong KW, Liang XJ, Ling Lim M, Liz-Marzán LM, Ma X, Macchiarini P, Meng H, Möhwald H, Mulvaney P, Nel AE, Nie S, Nordlander P, Okano T, Oliveira J, Park TH, Penner RM, Prato M, Puntes V, Rotello VM, Samarakoon A, Schaak RE, Shen Y, Sjöqvist S, Skirtach AG, Soliman MG, Stevens MM, Sung HW, Tang BZ, Tietze R, Udugama BN, VanEpps JS, Weil T, Weiss PS, Willner I, Wu Y, Yang L, Yue Z, Zhang Q, Zhang Q, Zhang XE, Zhao Y, Zhou X, Parak WJ. Diverse applications of nanomedicine. ACS Nano. 2017;11(3):2313–2381. doi: 10.1021/acsnano.6b06040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Wolfram J, Ferrari M. Clinical cancer nanomedicine. Nano Today. 2019;25:85–98. doi: 10.1016/j.nantod.2019.02.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ventola CL. Progress in nanomedicine: approved and investigational nanodrugs. Pharm Ther. 2017;42(12):742–755. [PMC free article] [PubMed] [Google Scholar]
- 13.Lee NK, Kim SN, Park CG. Immune cell targeting nanoparticles: a review. Biomater Res. 2021;25(1):44. doi: 10.1186/s40824-021-00246-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Hong Y, Che S, Hui B, Wang X, Zhang X, Ma H. Combination therapy of lung cancer using layer-by-layer cisplatin prodrug and curcumin co-encapsulated nanomedicine. Drug Des Dev Ther. 2020;14:2263–2274. doi: 10.2147/DDDT.S241291. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Zeinali M, Abbaspour-Ravasjani S, Ghorbani M, Babazadeh A, Soltanfam T, Santos AC, Hamishehkar H, Hamblin MR. Nanovehicles for co-delivery of anticancer agents. Drug Discov Today. 2020;25(8):1416–1430. doi: 10.1016/j.drudis.2020.06.027. [DOI] [PubMed] [Google Scholar]
- 16.Yao J, Li T, Shi X, Wang Y, Fang S, Wang H. A general prodrug nanohydrogel platform for reduction-triggered drug activation and treatment of taxane-resistant malignancies. Acta Biomater. 2021;130:409–422. doi: 10.1016/j.actbio.2021.05.047. [DOI] [PubMed] [Google Scholar]
- 17.Xu C, Liu W, Hu Y, Li W, Di W. Bioinspired tumor-homing nanoplatform for co-delivery of paclitaxel and siRNA-E7 to HPV-related cervical malignancies for synergistic therapy. Theranostics. 2020;10(7):3325–3339. doi: 10.7150/thno.41228. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Chen X, Xie B, Huang L, Wan J, Wang Y, Shi X, Qiao Y, Song H, Wang H. Quantitative self-assembly of pure drug cocktails as injectable nanomedicines for synergistic drug delivery and cancer therapy. Theranostics. 2021;11(12):5713–5727. doi: 10.7150/thno.55250. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Chenthamara D, Subramaniam S, Ramakrishnan SG, Krishnaswamy S, Essa MM, Lin FH, Qoronfleh MW. Therapeutic efficacy of nanoparticles and routes of administration. Biomater Res. 2019;23(1):20. doi: 10.1186/s40824-019-0166-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Wang H, Xie H, Wang J, Wu J, Ma X, Li L, Wei X, Ling Q, Song P, Zhou L, Xu X, Zheng S. Self-assembling prodrugs by precise programming of molecular structures that contribute distinct stability, pharmacokinetics, and antitumor efficacy. Adv Funct Mater. 2015;25(31):4956–4965. doi: 10.1002/adfm.201501953. [DOI] [Google Scholar]
- 21.Kotelevets L, Chastre E, Caron J, Mougin J, Bastian G, Pineau A, Walker F, Lehy T, Desmaële D, Couvreur P. A squalene-based nanomedicine for oral treatment of colon cancer. Cancer Res. 2017;77(11):2964–2975. doi: 10.1158/0008-5472.CAN-16-1741. [DOI] [PubMed] [Google Scholar]
- 22.Sobot D, Mura S, Yesylevskyy SO, Dalbin L, Cayre F, Bort G, Mougin J, Desmaële D, Lepetre-Mouelhi S, Pieters G, Andreiuk B, Klymchenko AS, Paul JL, Ramseyer C, Couvreur P. Conjugation of squalene to gemcitabine as unique approach exploiting endogenous lipoproteins for drug delivery. Nat Commun. 2017;8(1):15678. doi: 10.1038/ncomms15678. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Wang H, Lu Z, Wang L, Guo T, Wu J, Wan J, Zhou L, Li H, Li Z, Jiang D, Song P, Xie H, Zhou L, Xu X, Zheng S. New generation nanomedicines constructed from self-assembling small-molecule prodrugs alleviate cancer drug toxicity. Cancer Res. 2017;77(24):6963–6974. doi: 10.1158/0008-5472.CAN-17-0984. [DOI] [PubMed] [Google Scholar]
- 24.Huang L, Wan J, Wu H, Chen X, Bian Q, Shi L, Jiang X, Yuan A, Gao J, Wang H. Quantitative self-assembly of photoactivatable small molecular prodrug cocktails for safe and potent cancer chemo-photodynamic therapy. Nano Today. 2021;36:101030. doi: 10.1016/j.nantod.2020.101030. [DOI] [Google Scholar]
- 25.Xie H, Zhu H, Zhou K, Wan J, Zhang L, Yang Z, Zhou L, Chen X, Xu X, Zheng S, Wang H. Target-oriented delivery of self-assembled immunosuppressant cocktails prolongs allogeneic orthotopic liver transplant survival. J Control Release. 2020;328:237–250. doi: 10.1016/j.jconrel.2020.08.043. [DOI] [PubMed] [Google Scholar]
- 26.Zhou K, Chen X, Zhang L, Yang Z, Zhu H, Guo D, Su R, Chen H, Li H, Song P, Xu X, Wang H, Zheng S, Xie H. Targeting peripheral immune organs with self-assembling prodrug nanoparticles ameliorates allogeneic heart transplant rejection. Am J Transplant. 2021;21(12):3871–3882. doi: 10.1111/ajt.16748. [DOI] [PubMed] [Google Scholar]
- 27.Shi L, Wang Y, Wang Q, Jiang Z, Ren L, Yan Y, Liu Z, Wan J, Huang L, Cen B, Han W, Wang H. Transforming a toxic drug into an efficacious nanomedicine using a lipoprodrug strategy for the treatment of patient-derived melanoma xenografts. J Control Release. 2020;324:289–302. doi: 10.1016/j.jconrel.2020.05.025. [DOI] [PubMed] [Google Scholar]
- 28.Pfisterer J, Shannon CM, Baumann K, Rau J, Harter P, Joly F, Sehouli J, Canzler U, Schmalfeldt B, Dean AP, Hein A, Zeimet AG, Hanker LC, Petit T, Marmé F, el-Balat A, Glasspool R, de Gregorio N, Mahner S, Meniawy TM, Park-Simon TW, Mouret-Reynier MA, Costan C, Meier W, Reinthaller A, Goh JC, L'Haridon T, Baron Hay S, Kommoss S, du Bois A, Kurtz JE, Ackermann S, Anthuber C, Aydogdu M, Baldauf A, Bauer W, Behringer D, Belau A, Bender A, Brucker C, Burges A, Canzler U, Daabach T, Denschlag D, Deryal M, Dörfel S, Ebert J, el-Balat A, Fehm T, Feidicker SM, Feisel-Schwickardi G, Felberbaum R, Frank M, Gebauer G, Gerber B, Gerhardt A, Grafe A, Griesshammer M, Grischke EM, Gröll I, Gropp-Meier M, Hager D, Hanf V, Hannig CV, Hantschmann P, Harter P, Hauzenberger T, Herwig U, Heubner M, Hielscher C, Hilpert F, Hitschold T, Hofmann M, Jackisch C, Janni W, Kiesel L, Ko YD, Koch HJ, Krabisch P, Krieger P, Kubin T, Kühn T, Lampe B, Ledwon P, Lemster S, Lex B, Liebrich C, Lorenz R, Lück HJ, Mahner S, Mallmann P, Marmé F, Meier W, Meinerz W, Menke G, Möbus V, Müller T, Müller V, Neunhöffer T, Ober A, Oskay-Özcelik G, Ostertag H, Park-Simon TW, Pölcher M, Rautenberg B, Rein D, Reiter W, Rempen A, Runnebaum I, Schmalfeldt B, Schmidt M, Schnohr S, Scholz H, Schröder W, Sehouli J, Simon E, Sperfeld A, Steckkönig A, Strauß HG, Stuth R, Terhaag J, Thiel F, Thill M, Tomé O, Uleer C, Vogel S, Voß H, Weigel M, Winkler U, Wischnik A, Zeiser T, Zorr A, Glasspool R, Hudson E, Jones R, Lafleur J, Marth C, Petru E, Reinthaller A, Antill Y, Azer M, Baron-Hay S, Beale P, Begbie S, Black A, Briscoe K, Dean A, Goh J, Harvey S, Lee C, Matos M, Meniawy T, Olesen I, Shannon C, Vasey P, Abadie-Lacourtoisie S, Arsene O, Barthier S, Becuwe-Roemer C, Berton-Rigaud D, Cappiello-Bataller M, Catala S, Costan C, del Piano F, Deplanque G, Despax R, Dohollou N, Garnier-Tixidré C, Grenier J, Guardiola E, Hardy-Bessard AC, Joly F, Kurtz JE, Lefeuvre-Plesse C, Leheurteur M, Lesoin A, Levache CB, L'Haridon T, Longo R, Lortholary A, Meunier J, Mouret-Reynier MA, Petit T, Raban N, Romano O, Vannetzel JM, Zannetti A. Bevacizumab and platinum-based combinations for recurrent ovarian cancer: a randomised, open-label, phase 3 trial. Lancet Oncol. 2020;21(5):699–709. doi: 10.1016/S1470-2045(20)30142-X. [DOI] [PubMed] [Google Scholar]
- 29.Rudin CM, Awad MM, Navarro A, Gottfried M, Peters S, Csőszi T, Cheema PK, Rodriguez-Abreu D, Wollner M, Yang JCH, Mazieres J, Orlandi FJ, Luft A, Gümüş M, Kato T, Kalemkerian GP, Luo Y, Ebiana V, Pietanza MC, Kim HR, on behalf of the KEYNOTE-604 Investigators Pembrolizumab or placebo plus etoposide and platinum as first-line therapy for extensive-stage small-cell lung Cancer: randomized, double-blind, phase III KEYNOTE-604 study. J Clin Oncol. 2020;38(21):2369–2379. doi: 10.1200/JCO.20.00793. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Fang T, Ye Z, Wu J, Wang H. Reprogramming axial ligands facilitates the self-assembly of a platinum (iv) prodrug: overcoming drug resistance and safer in vivo delivery of cisplatin. Chem Commun (Camb) 2018;54(66):9167–9170. doi: 10.1039/C8CC03763A. [DOI] [PubMed] [Google Scholar]
- 31.Kelland L. The resurgence of platinum-based cancer chemotherapy. Nat Rev Cancer. 2007;7(8):573–584. doi: 10.1038/nrc2167. [DOI] [PubMed] [Google Scholar]
- 32.Bunn PA., Jr Irinotecan and platinums in the treatment of non small-cell lung cancer. Clin Lung Cancer. 2001;2(Suppl 2):S14–S19. doi: 10.3816/CLC.2001.s.003. [DOI] [PubMed] [Google Scholar]
- 33.Fang T, Dong Y, Zhang X, Xie K, Lin L, Wang H. Integrating a novel SN38 prodrug into the PEGylated liposomal system as a robust platform for efficient cancer therapy in solid tumors. Int J Pharm. 2016;512(1):39–48. doi: 10.1016/j.ijpharm.2016.08.036. [DOI] [PubMed] [Google Scholar]
- 34.Roberts MJ, Bentley MD, Harris JM. Chemistry for peptide and protein PEGylation. Adv Drug Deliv Rev. 2002;54(4):459–476. doi: 10.1016/S0169-409X(02)00022-4. [DOI] [PubMed] [Google Scholar]
- 35.Kalayda GV, Wagner CH, Jaehde U. Relevance of copper transporter 1 for cisplatin resistance in human ovarian carcinoma cells. J Inorg Biochem. 2012;116:1–10. doi: 10.1016/j.jinorgbio.2012.07.010. [DOI] [PubMed] [Google Scholar]
- 36.Oberoi HS, Nukolova NV, Kabanov AV, Bronich TK. Nanocarriers for delivery of platinum anticancer drugs. Adv Drug Deliv Rev. 2013;65(13–14):1667–1685. doi: 10.1016/j.addr.2013.09.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kuo MT, Chen HH, Song IS, Savaraj N, Ishikawa T. The roles of copper transporters in cisplatin resistance. Cancer Metastasis Rev. 2007;26(1):71–83. doi: 10.1007/s10555-007-9045-3. [DOI] [PubMed] [Google Scholar]
- 38.Wang Y, Xie H, Ying K, Xie B, Chen X, Yang B, Jin J, Wan J, Li T, Han W, Fang S, Wang H. Tuning the efficacy of esterase-activatable prodrug nanoparticles for the treatment of colorectal malignancies. Biomaterials. 2021;270:120705. doi: 10.1016/j.biomaterials.2021.120705. [DOI] [PubMed] [Google Scholar]
- 39.Wan J, Huang L, Cheng J, Qi H, Jin J, Wang H. Balancing the stability and drug activation in adaptive nanoparticles potentiates chemotherapy in multidrug-resistant cancer. Theranostics. 2021;11(9):4137–4154. doi: 10.7150/thno.54066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Wang F, Wang YC, Dou S, Xiong MH, Sun TM, Wang J. Doxorubicin-tethered responsive gold nanoparticles facilitate intracellular drug delivery for overcoming multidrug resistance in cancer cells. ACS Nano. 2011;5(5):3679–3692. doi: 10.1021/nn200007z. [DOI] [PubMed] [Google Scholar]
- 41.Sousa de Almeida M, Susnik E, Drasler B, Taladriz-Blanco P, Petri-Fink A, Rothen-Rutishauser B. Understanding nanoparticle endocytosis to improve targeting strategies in nanomedicine. Chem Soc Rev. 2021;50(9):5397–5434. doi: 10.1039/D0CS01127D. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Plaimee P, Weerapreeyakul N, Barusrux S, Johns NP. Melatonin potentiates cisplatin-induced apoptosis and cell cycle arrest in human lung adenocarcinoma cells. Cell Prolif. 2015;48(1):67–77. doi: 10.1111/cpr.12158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Wu M, Wang Y, Yang D, Gong Y, Rao F, Liu R, Danna Y, Li J, Fan J, Chen J, Zhang W, Zhan Q. A PLK1 kinase inhibitor enhances the chemosensitivity of cisplatin by inducing pyroptosis in oesophageal squamous cell carcinoma. EBioMedicine. 2019;41:244–255. doi: 10.1016/j.ebiom.2019.02.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Suwaki N, Klare K, Tarsounas M. RAD51 paralogs: roles in DNA damage signalling, recombinational repair and tumorigenesis. Semin Cell Dev Biol. 2011;22(8):898–905. doi: 10.1016/j.semcdb.2011.07.019. [DOI] [PubMed] [Google Scholar]
- 45.Bian X, Gao J, Luo F, Rui C, Zheng T, Wang D, Wang Y, Roberts TM, Liu P, Zhao JJ, Cheng H. PTEN deficiency sensitizes endometrioid endometrial cancer to compound PARP-PI3K inhibition but not PARP inhibition as monotherapy. Oncogene. 2018;37(3):341–351. doi: 10.1038/onc.2017.326. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Mani C, Jonnalagadda S, Lingareddy J, Awasthi S, Gmeiner WH, Palle K. Prexasertib treatment induces homologous recombination deficiency and synergizes with olaparib in triple-negative breast cancer cells. Breast Cancer Res. 2019;21(1):104. doi: 10.1186/s13058-019-1192-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Xiao Y, Jin L, Deng C, Guan Y, Kalogera E, Ray U, Thirusangu P, Staub J, Sarkar Bhattacharya S, Xu H, Fang X, Shridhar V. Inhibition of PFKFB3 induces cell death and synergistically enhances chemosensitivity in endometrial cancer. Oncogene. 2021;40(8):1409–1424. doi: 10.1038/s41388-020-01621-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Gatz SA, Wiesmüller L. p53 in recombination and repair. Cell Death Differ. 2006;13(6):1003–1016. doi: 10.1038/sj.cdd.4401903. [DOI] [PubMed] [Google Scholar]
- 49.Hoppe MM, Jaynes P, Wardyn JD, Upadhyayula SS, Tan TZ, Lie S, Lim DGZ, Pang BNK, Lim S, P S Yeong J, Karnezis A, Chiu DS, Leung S, Huntsman DG, Sedukhina AS, Sato K, Topp MD, Scott CL, Choi H, Patel NR, Brown R, Kaye SB, Pitt JJ, Tan DSP, Jeyasekharan AD. Quantitative imaging of RAD51 expression as a marker of platinum resistance in ovarian cancer. EMBO Mol Med. 2021;13(5):e13366. doi: 10.15252/emmm.202013366. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Yang-Hartwich Y, Soteras MG, Lin ZP, Holmberg J, Sumi N, Craveiro V, Liang M, Romanoff E, Bingham J, Garofalo F, Alvero A, Mor G. p53 protein aggregation promotes platinum resistance in ovarian cancer. Oncogene. 2015;34(27):3605–3616. doi: 10.1038/onc.2014.296. [DOI] [PubMed] [Google Scholar]
- 51.Arias-Lopez C, Lazaro-Trueba I, Kerr P, Lord CJ, Dexter T, Iravani M, Ashworth A, Silva A. p53 modulates homologous recombination by transcriptional regulation of the RAD51 gene. EMBO Rep. 2006;7(2):219–224. doi: 10.1038/sj.embor.7400587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Blackford AN, Jackson SP. ATM, ATR, and DNA-PK: the trinity at the heart of the DNA damage response. Mol Cell. 2017;66(6):801–817. doi: 10.1016/j.molcel.2017.05.015. [DOI] [PubMed] [Google Scholar]
- 53.Cheng Q, Chen J. Mechanism of p53 stabilization by ATM after DNA damage. Cell Cycle. 2010;9(3):472–478. doi: 10.4161/cc.9.3.10556. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Squatrito M, Brennan CW, Helmy K, Huse JT, Petrini JH, Holland EC. Loss of ATM/Chk2/p53 pathway components accelerates tumor development and contributes to radiation resistance in gliomas. Cancer Cell. 2010;18(6):619–629. doi: 10.1016/j.ccr.2010.10.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Moumen A, Magill C, Dry KL, Jackson SP. ATM-dependent phosphorylation of heterogeneous nuclear ribonucleoprotein K promotes p53 transcriptional activation in response to DNA damage. Cell Cycle. 2013;12(4):698–704. doi: 10.4161/cc.23592. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Smith HL, Southgate H, Tweddle DA, Curtin NJ. DNA damage checkpoint kinases in cancer. Expert Rev Mol Med. 2020;22:e2. doi: 10.1017/erm.2020.3. [DOI] [PubMed] [Google Scholar]
- 57.Kamal MM, Nazzal S. Novel sulforaphane-enabled self-microemulsifying delivery systems (SFN-SMEDDS) of taxanes: formulation development and in vitro cytotoxicity against breast cancer cells. Int J Pharm. 2018;536(1):187–198. doi: 10.1016/j.ijpharm.2017.11.063. [DOI] [PubMed] [Google Scholar]
- 58.Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F. Global Cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–249. doi: 10.3322/caac.21660. [DOI] [PubMed] [Google Scholar]
- 59.Ye R, Tang R, Gan S, Li R, Cheng Y, Guo L, Zeng C, Sun Y. New insights into long non-coding RNAs in non-small cell lung cancer. Biomed Pharmacother. 2020;131:110775. doi: 10.1016/j.biopha.2020.110775. [DOI] [PubMed] [Google Scholar]
- 60.Yimit A, Adebali O, Sancar A, Jiang Y. Differential damage and repair of DNA-adducts induced by anti-cancer drug cisplatin across mouse organs. Nat Commun. 2019;10(1):309. doi: 10.1038/s41467-019-08290-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Rottenberg S, Disler C, Perego P. The rediscovery of platinum-based cancer therapy. Nat Rev Cancer. 2021;21(1):37–50. doi: 10.1038/s41568-020-00308-y. [DOI] [PubMed] [Google Scholar]
- 62.Wang D, Lippard SJ. Cellular processing of platinum anticancer drugs. Nat Rev Drug Discov. 2005;4(4):307–320. doi: 10.1038/nrd1691. [DOI] [PubMed] [Google Scholar]
- 63.Bala V, Rao S, Boyd BJ, Prestidge CA. Prodrug and nanomedicine approaches for the delivery of the camptothecin analogue SN38. J Control Release. 2013;172(1):48–61. doi: 10.1016/j.jconrel.2013.07.022. [DOI] [PubMed] [Google Scholar]
- 64.Lee JO, Kang MJ, Byun WS, Kim SA, Seo IH, Han JA, Moon JW, Kim JH, Kim SJ, Lee EJ, in Park S, Park SH, Kim HS. Metformin overcomes resistance to cisplatin in triple-negative breast cancer (TNBC) cells by targeting RAD51. Breast Cancer Res. 2019;21(1):115. doi: 10.1186/s13058-019-1204-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets used and/or analyzed during the current study are available from the corresponding authors on reasonable request.