RAS signaling and immune cells: a sinister crosstalk in the tumor microenvironment

The rat sarcoma virus (RAS) gene is the most commonly mutated oncogene in cancer, with about 19% of cancer patients carrying RAS mutations. Studies on the interaction between RAS mutation and tumor immune microenvironment (TIM) have been flourishing in recent years. More and more evidence has proved that RAS signals regulate immune cells' recruitment, activation, and differentiation while assisting tumor cells to evade immune surveillance. This review concluded the direct and indirect treatment strategies for RAS mutations. In addition, we updated the underlying mechanisms by which RAS signaling modulated immune infiltration and immune escape. Finally, we discussed advances in RAS-targeted immunotherapies, including cancer vaccines and adoptive cell therapies, with a particular focus on combination strategies with personalized therapy and great potential to achieve lasting clinical benefits.


Introduction
Cancer is daunting because of its diversity and complexity.Genomic instability and mutation are considered to be important components in the acquisition of malignant traits [1].The rat sarcoma virus (RAS) gene is the most commonly mutated oncogene in cancers, with about 19% of cancer patients carrying the RAS mutation [2].The RAS family has long been the most notorious of the undruggable targets.Since The key discovery of cysteinebinding pockets in the KRAS G12C protein, the past decade has witnessed an astonishing outpouring of research on RAS inhibitors.The evidence is increasingly compelling that RAS oncogenic signaling extends beyond cancer cells to orchestrate the microenvironment.Research on the intersections between RAS mutations and tumor immune microenvironment (TIM) has blossomed, producing abundant demonstrations that RAS signals functionally regulate the recruitment, activation, and differentiation of immune cells, and coordinate tumor cells to evade immune surveillance [3].
Together, we reviewed the direct and indirect treatment strategies for RAS mutations and the attendant resistance challenges.In addition, we updated the underlying mechanisms by which RAS signaling modulated the TIM and discussed advances in RAS-targeted immunotherapies, including cancer vaccines and adoptive cell therapies.Finally, we look forward to the future of RAS mutation cancer treatment, with a particular focus on personalized therapy and combination strategies to achieve lasting clinical benefits.

RAS signaling in cancers
The human RAS gene family includes KRAS, HRAS and NRAS, all of which encode 21 kDa small GTP-enzyme proteins.RAS protein product consists of G-domain at the N-terminal and hypervariable region (HVR) at the C-terminal.The G domain is highly conserved and consists of the P-loop, switch I, and switch II regions.By combining guanine exchange factors (GEFs) and GTPase activating proteins (GAPs), this domain acts as a switch between the activation and inactivation of GDP-GTP exchange.HVR is required for RAS protein anchoring to the plasma membrane to function [4,5].
Although RAS proteins exhibit some structural homology and share similar functional and biochemical properties, the oncogenic potential of each RAS isoform varies by the tissue, codon, and mutation frequency.RAS mutations appear at different rates in various malignancies.Pancreatic cancer has the highest incidence (> 85%), followed by colorectal cancer (~ 40%) and NSCLC (~ 30%).Five mutations (G12D, G12V, G12C, G13D and Q61R) accounted for 70% of all patients with Ras mutations [6][7][8].KRAS is by far the most frequently mutated Ras isoform.The study of NRAS mutation mainly focuses on skin melanoma [9].HRAS mutation drives recurrence and metastasis of head and neck squamous cell carcinoma [10,11] (Fig. 1).
KRAS mutations lead to uncontrolled activation of the MAP kinase pathway, PI3K-AKT-mTOR pathway, and RAS-related protein (RAL)-NF-KB pathways [12].Growing evidence supports the proposition that mutated KRAS play a carcinogenic role by increasing tumor blood vessels, tumor invasiveness, matrix remodeling and immunosuppression.In addition to the cumulative evidence for the regulation of TME by mutated KRAS, the equivalent studies describing such effects of carcinogenic NRAS and HRAS are limited, so their effects on TME have not been studied abundantly.

Tumor-associated macrophage
Under the action of different stimulators, tumor-associated macrophages (TAMs) can be polarized in different directions: anti-tumor phenotype (M1) and pro-tumor Fig. 1 Overview of RAS mutation data.A The proportion of RAS mutation hotspots from TCGA database.B G12, G13, and Q61 occupy over 85% of all RAS mutations according to COSMIC database phenotype (M2), thus playing a "double-edged sword" role in the occurrence and development of tumors.M1 macrophages are recruited mainly in the early stage of cancer occurance, causing a persistent chronic inflammatory microenvironment and facilitating the initiation of cancer.However, during tumor progression, TAMs undergo metabolic reprogramming to the M2 type, triggering immunosuppressive pro-tumor signals [13,14].KRAS G12D mutation in pancreatic acinar cells has been found to induce the expression of (ICAM-1), which triggered the recruitment of M1-like macrophages.Subsequently, the M1 macrophages secreted TNF and matrix metalloproteinase-9 (MMP-9), which cooperated with KRAS signaling to accelerate the pathogenesis of pancreatic cancer [15,16].Dai et al. further identified KRAS G12D as a key mediator in the communication between cancer cells and macrophages.They found that pancreatic cancer cells could release exosomes containing the KRAS G12D protein, which were taken up by macrophages through an AGER-dependent mechanism.KRAS G12D induced macrophages to switch to a protumor M2 phenotype through STAT3-dependent fatty acid oxidation [17].
The example in CRC also showed that KRAS mutations (regardless of mutation type) reprogram macrophages, manifesting an increase in M2 phenotype with high CD206/low HLA-DR.These changes were attributed to the combined effect of CSF2 and lactic acid produced by HIF-1α signal transduction in tumor cells.Mutant KRAS stabilized HIF-1α by increasing the production of reactive oxygen species [18].

Neutrophil
As a critical component of innate immune defense, the indispensable role of neutrophils in TIM has been gradually recognized [19].Observations in NSCLC supported the proposition that oncogenic KRAS induced IL-8 overexpression.Meanwhile, MEK inhibitors significantly decreased IL-8 expression, while p38 inhibitors increased IL-8 expression [20].It has been reported that IL-8 can directly induce the production of the neutrophil extracellular traps (NETs).A novel and predominantly pro-tumorigenic role of NETs in cancer is emerging [21,22].Interestingly, mutated KRAS proteins have recently been reported to be involved in cell communication [23].After injection of APC-KRAS G12D-derived exosomes, upregulation of IL-8 was observed in peripheral blood, spleen, and mesenteric lymph nodes of APC-WT mice, as well as neutrophil infiltration and NETs formation.Secondly, cell-derived exosomes could adhere to NETs under static conditions in vitro.The research presented above suggested that exosomes might transfer mutated KRAS to recipient cells and trigger IL-8 production and recruitment of neutrophils, ultimately leading to the deterioration of CRC.
In addition, Esra et al. generated bitransgenic mice expressing a conditional IL-17A allele along with conditional KRAS G12D and demonstrated the role of IL-17 in KRAS mutant lung tumors.IL17 is mainly produced by Th17 cells, CD8 T cells, and γδT cells in the tumor microenvironment.High levels of IL17A in KRAS mutant mice promoted IL-6 and G-CSF secretion by binding to IL-17 receptor A on the surface of lung cancer cells, leading to increased invasion of tumor-associated neutrophils [24,25].Analysis in the TCGA database also prompted that KRAS mutated lung tumors exhibited significantly higher circulating IL-17A, but the mechanism remained to be elucidated [26].
Co-mutant signals also seem to contribute to the infiltration of immune cells in RAS mutant tumors.STK11/ LKB1 inactivation is common in KRAS-mutated lung cancer.The study found that KRAS-LKB1 mutant lung cancer silenced the STING pathway owing to intrinsic mitochondrial dysfunction, resulting in a more aggressive and metastatic phenotype, significantly reduced survival rate, and drug sensitivity [27,28].Meanwhile, higher levels of neutrophils were observed in KRAS-LKB1 mutated lung cancer compared to KRAS alone, as well as many chemokines such as CXCL7, CXCL3, and CXCL5, all of which act through CXCR2 on neutrophils [29].

Regulatory T cell
Regulatory T cells (Tregs) are an immunosuppressive subgroup of CD4+ T cells.Tregs not only directly kill cancer cells by secreting granulozyme and perforin, but also competitively consume IL-2 with effectors T cells and simultaneously produce TGF-β, IL-10 and IL-35, leading to immunosuppression [30].
In the lung cancer model, KRAS G12V induced tumor cells to secrete IL-10 and TGF-β1 by activating the MEK-ERK-AP1 pathway to induce Tregs infiltration.In this context, a high proportion of CD4+CD25-T cells were transformed into Tregs, which were characterized by the high expression of FOXP3, CTLA-4, and CD122.Even before tumor occurrence, KRAS inhibition reduced the number of Treg induced by tobacco carcinogen NNK in lung tissue [31].Mechanically, KRAS signals further assist Tregs to promote GATA3/NOS2-related immunosuppression through the STING/ILC2 axis, thereby increasing lung metastatic load [32,33].Similar results were seen in CRC and breast cancer.
Liu et al. combined the sequencing data and TCGA analysis of CRC patients and found that Tregs increased in KRAS mutant CRC, while macrophage M1 and activated CD4 memory T cells decreased [34].Curcumin, an inhibitor of the MEK/ERK signal, can inhibit the production of TGF-β in tumor cells, thus reducing Treg infiltration in breast cancer [35].

Myeloid-derived suppressor cell
Myeloid-derived suppressor cells (MDSCs), are a group of myeloid-derived suppressor cells.MDSCs are precursors of dendritic cells, macrophages and granulocytes, and have the ability to negatively regulate immune response [36].Liao et al. summarized the KRAS-IRF2-CXCL3-CXCR2-MDSC axis to clarify the regulatory mechanism of KRAS on tumor immunity in CRC [37].Basically, KRAS G12D inhibited the expression of interferon regulatory factor 2 (IRF2), leading to the upregulation of CXCL3, and then recruitment of MDSCs through CXCR2.Therapeutically, the combination of CXCR2 inhibitor SX-682 and anti-PD-1 treatment significantly extended survival in CRC mice and was more effective than SX-682 monotherapy.The results were replicated in head and neck cancer [38].
On the other hand, the researchers noted that differentially expressed IL23 and its downstream IL17 were associated with KRAS in a stage-specific fashion along CRC progression, accompanied by increased infiltration of MDSCs [39].Yuan et al. explained that the IL23/IL17 axis may promote MDSCs infiltration through IL-1β-CXCL1 signaling.High levels of IL-1β were found in LUAD mouse models with KRAS G12D mutations, and IL-1β blocking significantly reduced the infiltration of PMN-MDSC in the lung.In vitro experiments and the TCGA database also confirmed the positive correlation between IL1B and CXCL1, a PMN-MDSC chemoattractant, at the transcriptional level [40].

Cancer-associated fibroblasts
Cancer-associated fibroblasts (CAFs) are found in various proportions across the spectrum of carcinomas, constituting in many cases the preponderant cell population of the tumor stroma.Although CAFs do not belong to immune cells, their influence on immune cells cannot be ignored.On the one hand, CAFs inhibit immune cell function by secreting various cytokines and metabolites.On the other hand, CAFs can regulate the extracellular matrix and have a barrier effect on the infiltration of drugs and immune cells [42].Accordingly, it is crucial to elucidate whether RAS signals are associated with tumor stromal response and CAFs.
As discussed above, KRAS G12D conduces to the pathogenesis of PDAC.Similarly, the gross stromal pancreatic stellate cell (PSC) expansion was observed in the KRAS G12D microenvironment.It is thought to act as a stromal response in the early stages of pancreatic cancer, shielding it from attack by the immune system.There is evidence that the association between RAS mutations and stromal responses is mediated by Hedgehog signaling.Only when RAS and Hedgehog are activated simultaneously can pancreatic tissue become cancerous [43][44][45].Coincidentally, KRAS-mutated MSS CRC mouse models also showed strong stromal activation, with transforming growth factor-β (TGF-β) signaling thought to be dominant [46].The above underlying mechanism is plausible because a large amount of evidence has confirmed that TGF-β and Hedgehog signals have overlapping effect activities and can regulate key components of each other's pathways [47,48] (Fig. 2).

RAS mutation and immune escape
Tumor cells evolve a variety of strategies to limit or circumvent immune attack.In so doing, RAS mutation is undoubtedly an accomplice.It is increasingly evident that KRAS mutant cancer cells not only regulate tumorassociated immune response at the level of recruitment, activation, and differentiation of immune cells, but also induce cancer cells to escape immune surveillance.Amid this wealth of new knowledge, we highlight several advances of particular relevance to PD-L1 and CD47 (Fig. 2).

PD-L1
The proposition that tumor cells evade immune surveillance by up-regulating PD-L1 expression has been widely recognized.Interferon-γ (IFN-γ) is an effective stimulus of PD-L1 expression.A typical example involved TANKbinding kinase 1 (TBK1), a phosphokinase essential for interferon regulatory factor activation.And TBK1 was believed to be regulated by the AXL-Ras-RalB signal [49].Observations in PDAC hinted that TBK1 not only promoted malignant progression of tumors by driving epithelial mesenchymal transformation (EMT), but also assisted immune escape by inducing upregulation of PD-L1.This process was particularly obvious in the downstream of IFN-γ signal and involved autophagy and activation of JAK pathway.Treatment with TBK1 or JAK inhibitors could not only inhibit autophagy, but also reduce PD-L1 expression [50][51][52].
Similar to IFN-γ, 4-hydroxytamoxifen (4-OHT) induced oncogenic RAS signaling significantly increased PD-L1 expression on lung cancer cell after 48h.This phenomenon was not tissue-specific or RAS subtypespecific.And gentle stimulation over a long period of time was more effective.In this model, MEK inhibition reversed KRAS-mediated upregulation of PD-L1 mRNA, but PI3K inhibition only reduced PD-L1 protein expression, which confirmed the hypothesis of post-transcriptional regulation of PDL1 expression by MEK signal [53][54][55].
Human and mouse PD-L1 mRNA are known to be unstable transcripts.Mathieu et al. found a compelling case that RAS signaling increased the stability of PD-L1 mRNA by negatively regulating the AU-rich elementbinding protein tristetraprolin (TTP).To put it simply, the mechanism involved was that carcinogenic RAS stimulated p38 signal transduction by promoting MEKdependent ROS accumulation, thereby affecting TTP function [56,57].p38 signaling was known to be closely related to autophagy, and autophagy inhibitors or silencing ATG7 expression partially reversed the downregulation of PD-L1 caused by ERK inhibition [58,59].
In addition, the association between KRAS and PD-L1 was also influenced by the synergistic promotion of other related gene mutations [60].The highest level of PD-L1 was found in KRAS/TP53 co-mutated lung cancers, compared with wild-type and single-mutant types.Therefore, the KRAS/TP53 co-mutation can be used as a potential biomarker of ICB [61][62][63].Mechanically, ARF6 and its effect-Amap1 were defined as the main targets of cooperative promotion of PD-L1 up-regulation in KRAS/ TP53mutated pancreatic cancer [64].
Fig. 2 The influence of mutant RAS on the tumor immune microenvironment.RAS mutant cancer cells not only regulate tumor-associated immune response at the level of recruitment, activation, and differentiation of immune cells, but also induce cancer cells to escape immune surveillance via upregulating PD-L1 and CD47 signals.Together, these alterations shape an immunosuppressive state, and present opportunities for intervention in the treatment of RAS-mutated malignancies Although a positive correlation between KRAS mutation and PD-L1 expression has been observed in lung and pancreatic cancer, PD-L1 expression has been associated with reduced frequency of KRAS mutation in CRC.Analysis within the TGCA-COAD database suggested that RAS mutations were enriched in patients with low expression of several inhibitory molecules, including PDL1, CTLA4, LAG3, and TIM3.Interestingly, the Albitar team tested the expression of PD-L1 in tissue samples of 107 CRC patients using next-generation sequencing (NGS).They found no correlation between PD-L1 expression and the mutant status of any RAS gene.Nor was there a correlation between TP53 mutation and PD-L1 expression [65].This may be due to the existence of microsatellite instability in CRC, and a more exact mechanism remains a matter of debate [66].

CD47
As two representative immune checkpoints that are often overexpressed on the surface of cancer cells, PD-L1 is responsible for evading attack by the adaptive immune system, while CD47 is the major contributor to resistance to innate immune phagocytosis by interacting with its ligands including platelet reactive protein-1 (TSP-1), signal-regulatory protein-α (SIRP-α), integrin, and protein tyrosine phosphatase substrate 1 (SHPS-1) carrying the SH2 domain [67,68].
A recent study has shed some light: CD47 is regulated by KRAS signals.In LUAD patients and KRAS mutant lung cancer mice, the mutant KRAS activated PI3K/ STAT3 signal transduction, thus inhibiting the post-transcriptional inhibition of CD47 by miR-34a.In treatment, destroying the KRAS/CD47 signal transduction axis with KRAS siRNA, KRAS G12C inhibitor or miR-34a mimics enhanced the phagocytosis of macrophages and restored innate immune surveillance.
Strategies to target CD47 have been developed in preclinical and clinical trials [69][70][71].Given the widespread expression of CD47, anti-CD47 antibodies may cause serious side effects such as anemia, thrombocytopenia, and leukopenia, as observed in animal models [72,73].A significant attempt in the future is to combine KRAS inhibitors with anti-CD47 antibodies, which may help reduce side effects and toxicity.

Indirectly blocking of RAS signals
The RAS family has long been the most notorious of the undruggable targets.In 2021, Sotorasib (AMG-510) was approved for the treatment of patients with KRAS G12C mutation in NSCLC, becoming the first KRAS-targeted drug [74,75].Later, Adagrasib (MRTX849) came from behind to bring more superior clinical data in a variety of solid tumors [76].
Beforehand, blocking RAS oncogenic signals mainly focused on inhibiting membrane localization and upstream or downstream conduction.Previous studies have known that RAS proteins located on the cell membrane under the stability of PDEδ after being modified by farnesyltransferase (FTase) and/or geranylgeranyltransferase (GGTase).Although all RAS isoforms are substrates for FTase, HRAS are completely dependent upon farnesylation.Hence, inhibition of farnesylation or PDEδ seems to be an attractive therapeutic approach [10,77,78].However, FTase has hundreds of substrates in human cells, including proteins involved in mitosis and the cytoskeleton [79].Salirasib is a second-generation drug that inhibits the membrane localization of all activated RAS subtypes (KRAS, NRAS, and HRAS).A phase II trial of Salirasib in LUAD with KRAS mutations did not show any significant activity [80].Further development of the drug has ceased.
In addition to inhibiting the membrane localization of RAS protein, the researchers also tried to block the upstream and downstream signal transduction of RAS.Since its discovery in 1992, SHP2 has emerged as a key upstream regulator of the RAS-MAPK signaling pathway.Typically, when SHP2 is activated by receptor tyrosine kinases (RTKs), it can recruit GRB2 and SOS1/2 to activate the RAS/MEK signal.A particularly large number of allosteric inhibitors have been identified with surprising inhibitory power against SHP2 [81].SHP099 is the first effective, selective and orally bioavailable allosteric SHP2 inhibitor and has demonstrated strong antitumor activity in mouse xenograft models without significant toxicity or side effects [82].
SOS1 and its byproduct SOS2 are very important members of RAS-GEFs.A representative small molecule inhibitor is BI-3406, which can selectively bind to the active site of SOS1 and reduce the formation of GTP-RAS [83].In addition, based on the theory that the negative feedback of SOS1 modulates RAS signaling biphasically, several novel agents were developed for preclinical models, such as agonist-Based SOS1 PROTACs [84] and SOS1 instigate-based degraders P7 [85], and showed an encouraging antitumor effect.
Cumulative evidence points to RAS-regulated RAF-MEK-ERK pathways and PI3Kα-AKT-mTOR pathways as major drivers of tumorigenicity.Selumetinib (AZD6244) is an oral selective allosteric inhibitor of MEK1 and MEK2 kinase [86].AZD0364 is a potent and selective inhibitor of ERK1 and ERK2.Flemington et al. expounded that AZD0364 combined with selumetinib (AZD6244) produced deeper and longer-lasting tumor suppressive effects in a xenograft model [87].Alpelisib (BYL719) is a selective inhibitor of PI3Kα.A phase Ia study (NCT01219699) defined the safety of single-agent alpelisib (BYL719) in solid tumors, and subsequent clinical efficacy is still expected [88].Similarly, the combination of Selumetinib and BYL719 showed a synergistic effect in inhibiting the growth of A549 xenograft tumors [89] (Fig. 3, Table 1).

Direct targeting of RAS proteins
In the last decade, concerted efforts in therapeutic modeling, drug exploitation, and key finding of cysteinebinding pocket in KRAS G12C protein have ushered in a new era of tumor therapy targeting RAS.In addition to Sotorasib and Adagrasib mentioned above, several other KRAS G12C inhibitors with similar mechanisms have entered clinical development, such as GDC-6036 (NCT04449874), JDQ443 (NCT04699188), and D-1553 (NCT04585035).
Notably, the need to target other KRAS mutations is greater, with a higher frequency than G12C.The chemical development of other covalent ligands of mutant arginine residue in KRAS G12R and mutant serine residue in KRAS G12S provided a novel therapeutic window specifically for KRAS-driven cancers [90,91], although in vivo experimental evidence was incomplete.John et al. designed a new three-complex structure: KRAS-CypA-RMC-9805, which blocked GTP-bound KRAS G12D with lower off-target performance [92].MRTX-1133 is a non-covalent KRAS G12D inhibitor, which is effective in animal models, but its clinical data have not been published [93].A notable recent breakthrough was the discovery of the pharmacological mechanism of TH-Z835.It acts as an inhibitor by forming a salt bridge between its own piperazine portion and the Asp12 residue of the KRASG12D mutant protein.And even more surprising, the mouse xenotransplantation model of pancreatic cancer showed that TH-Z835 significantly reduced tumor volume and synergistically acted with anti-PD-1 antibody [94].Among the broad-spectrum KRAS inhibitors, BI 2852 binds to KRAS between switch I and II with nanomolar affinity.In doing so, it blocked all GEFs, GAPs, and effectors, completely silencing the KRAS signal [95,96].RMC-6236 is a broad-spectrum inhibitor targeting all Fig. 3 RAS signaling pathways with targeting strategies.RAS mutations mainly lead to uncontrolled activation of the MAP kinase pathway and PI3K pathway.Indirect strategies for targeting RAS include the inhibition of RAS membrane localization, suppression of SHP2/SOS1 and blockage of downstream signal.Direct strategies for targeting RAS include small molecular inhibitors for RAS proteins, genetic engineering technology and RAS degraders mutants as well as wild-type KRAS, HRAS, and NRAS.A Phase I clinical trial of RMC-6236 is currently underway (NCT5379985).
In addition to the above small molecule inhibitors, mutant RAS gene silencing and editing also seem to be theoretically plausible.Mutant RAS-specific siRNAs or shRNAs and CRISPR/Cas9 (DNA) or Cas13 (RNA) systems are attempting to make waves in optimizing treatments for RAS-driven cancers [97][98][99][100], even in the absence of sufficient clinical data on safety and feasibility (NCT01188785, NCT01676259, NCT03608631).More recently, advanced efforts in RAS degraders including proteolysis-targeting chimera (PROTAC), linkerbased degraders, and direct proteolysis degraders have been explored as new strategies [101,102].LC-2 has been reported to be the first PROTAC capable of inducing endogenous KRAS G12C degradation by recruiting VHLs [103].Compound KP-14, a degrader synthesized based on KRAS G12C-IN-3 and pomalidomide, significantly weakened the proliferation ability of lung cancer cells NCI-H358 in vitro [104] (Fig. 3, Table 1).
Although the practice of targeting RAS mutations is a great breakthrough, the dilemma that clinical oncologists still face is the emergence of drug resistance, including innate and acquired resistance [105,106].Therefore, the exploration of optimal combination strategies and the development of novel therapies with advanced technologies are hot spots in the futher.

Peptide-based vaccines
The mutant RAS proteins are cancer-specific neoepitopes that are recognized by autologous T cells and constitute ideal cancer vaccine targets.Clinical trials of KRAS peptide vaccines can be traced back to the 1990s [107].These initial trials have highlighted the safety of the peptide vaccines, but have shown only slight clinical benefits.It can be said that a single peptide-based vaccine cannot overcome the immunosuppression caused by mutated RAS.
Several attempts have made progress in recent years, including combining RAS vaccines with other methods or modifying them.Gemcitabine is the standard treatment for patients with advanced pancreatic cancer.TG01 is a peptide vaccine for the treatment of patients with solid mutated RAS cancer.A phase I/II trial involving 32 patients with pancreatic cancer suggested that gemcitabine combined with TG-01 had a positive survival benefit in postoperative adjuvant therapy for RASmutated pancreatic cancer patients [108].Comutations are common in tumors, and the peptide vaccination targeting multiple mutated sites therefore may elicit a polyvalent, multifunctional, and curative effect.Jasmin et al. engineered a panel of long peptides (28-35 aa) containing TP35 R248W and KRAS G12V mutations.It was found that the vaccine containing both mutated proteins PI3K-AKT-mTOR inhibitors Alpelisib (BYL719) Lpatasertib Everolimus [95,96] Direct targeting of RAS proteins Small molecular inhibitors (covalent interactions) cysteine pocket for KRAS G12C Sotorasib Adagrasib [80][81][82] arginase pocket for KRAS G12R α,β-Diketoamide ligand [97] serine pocket for KRAS G12S β-Lactone ligand [98] Small molecular inhibitors (noncovalent interactions) induced a significantly higher T cell response than the corresponding wild sequences [109].
Other evidence has accumulated pointing to the interference of lipid metabolism with RAS peptide vaccines.Avasimibe is a cholesterol acyltransferase inhibitor [110].Previous studies have prompted that avasimibe significantly increases intracellular free cholesterol levels, thereby leading to apoptosis and inhibiting proliferation in a variety of human tumor cell lines [111][112][113].Yet another example involved avasimibe affecting the function of CD8 T cells.The researchers found that avasimibe-mediated elevated cholesterol levels increased immune synapse formation and T cell receptor signal transduction in CD8 T cells, which in turn enhanced CD8T cell-dependent anti-tumor response [114].Considering this, Pan et al. designed to use the RAS vaccine in combination with avasimibe, which significantly increased the abundance of CD8+ T cell infiltration and the levels of IFN-γ and granzyme B in lung cancer mouse models, playing a synergistic role [115].Additionally, Arbelaez et al. designed a novel cationic lipoplexes delivery system to test the efficacy of a long peptide vaccine carrying KRAS G12D.The observation was surprising [116].

DC-based vaccines
Based on the strong antigen presentation activity and T cell activation characteristics, DC vaccine technology is also gradually mature [117].An illuminating example involved GI-4000.It was found that DC could absorb the mutant KRAS peptide produced by recombinant yeast and undergo maturation.GI-4000 is a heat-inactivated, engineered DC-based vaccine that is genetically engineered to express RAS G12 (G12V, G12C, G12D, or G12R) and Q61 (Q61L and Q61R) mutations [118].Multiple lines of evidence indicated that GI-4000 demonstrated excellent safety and immunogenicity in most subjects with lung, colorectal, or pancreatic cancers [119].In addition, progress has been made in preclinical trials of DC vaccine in combination with conventional chemotherapy drugs.Kondui et al. developed a DC vaccine, loaded with mRNA and lysate derived from Kras G12D p53 −/− luc2 neg cells.The combination of gemcitabine and DC vaccine promoted in situ tumor eradication in Krasg12D-mutated PDAC mice and prevented metastasis and recurrence [120].

DNA and mRNA vaccines
DNA vaccines are another major breakthrough in genetic engineering technology.DNA vaccines usually use plasmids, viruses, or bacteria as vectors to enhance stability and delivery efficiency.The past decade has witnessed an astonishing outpouring of research on DNA vaccines [121].However, mRNA vaccines have attracted the most attention due to high potency, safe administration, rapid development potential, and cost-effective manufacturing [122,123].In 2018, Modena and Merck teamed up to create a new shared antigen vaccine therapy called mRNA-5671, where mRNA was designed to encode KRAS mutations (G12D, G12V, G13D, and G12C).In preclinical trials, MRNA-5671 enhanced the response of CD8T cells to mRNA encoding mutated KRAS [124].Phase I trials of mRNA-5671 are currently underway in two groups, either as monotherapy or in combination with the PD-1 inhibitor pembrolizumab (NCT03948763).We are eagerly awaiting the results (Fig. 4).

Adoptive cell therapy
Combined with the above, the well-known challenges of targeting RAS-mutated tumors are inadequate or dysfunctional immune cell infiltration and avoidance of immune surveillance.Adoptive cell transfer, the infusion of large numbers of activated autologous lymphocytes, alleviates these concerns.CD8+ T cells transfused with targeted mutant KRAS showed effective antitumor effects in KRAS G12D metastatic colorectal cancer, but were limited by HLA-C * 08:02 [125].In addition, TCR9a to 9c recognized G12D nonamer with multiple conserved contacts through shared CDR2β and CDR3α, generating a high-affinity oligoclonal response [126].This study provided an innovative structural approach to support adoptive therapy.
More recently, advances in genetic engineering have led to the evolution of more precise and efficient chimeric antigen receptor T cell (CAR-T) therapies.This therapy bypasses the MHC/TCR-mediated T cell response in cancer cells and does not face any intra tumor heterogeneity [127,128].The clinical application of CAR T cell therapy in hematologic malignancies is very promising [129,130].Ever more powerful experimental and computational technologies are providing an avalanche of "big data" about neoantigens, which are used in the design of CAR-T therapies [131].An admittedly incomplete representation of carcinoembryonic antigen (CEA) and mesothelin is highlighted below (Fig. 3).
CEA is a valuable target for adoptive cell therapy and is upregulated in RAS mutation-induced tumors, such as colorectal and pancreatic cancers.Anti-CEA CAR-T cell therapy in CRC patients, although mediating regression of metastatic colorectal cancer, induced severe transient inflammatory colitis due to CEA expression in healthy intestinal epithelium [132].Nevertheless, substantial autoimmunity was not present in the CEA transgenic (CEA-tg) mice, which perfectly mimics the human condition with respect to physiological expression, solubility in serum, and immune tolerance of CEA.Markus et al. verified that the injection of the anti-CEA CAR-T cells specifically and efficiently inhibited pancreas carcinoma and produced long-term tumor eradication in 67% of CEAtg mice [133].Although promising in preclinical studies, CEA targeting CAR-T cell therapy has not provided the expected success in phase I dose-escalation trials.In addition, the second dose caused pulmonary toxicity.Thus, the test was terminated (CRUKD/07/064).
Mesothelin is a cell surface molecule that is upregulated in over 80% of epithelial cancers, including PDAC and lung adenocarcinoma [134].Mesothelin-redirected CAR-T cell (CAR-T meso) therapy has shown some efficacy in animal models, but has little clinical benefit [135].A phase I study (NCT03054298) of meso-CAR T therapy in advanced solid cancers is still ongoing.Keisuke et al. combined meso-CAR T cells with oncolytic adenoviruses expressing TNF-α and IL-2, which not only controlled the progression of in situ tumor in PDA mice driven by KRAS mutation, but also inhibited tumor metastasis, showing a strong clinical prospect [136].

Conclusions
This review concluded the direct and indirect treatment strategies for RAS mutations.In addation, we discussed advances in RAS-targeted immunotherapies, including cancer vaccines and adoptive cell therapies.While a detailed discussion on new treatments such as RAS gene silencing and editing, as well as protein degraders is beyond the scope of this review, this space will need to be watched closely in the future.Over time, treatment strategies with personalized therapy and great potential to achieve lasting clinical benefits are hopeful.

Table 1
RAS targeted therapy strategies for cancer