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. 2022 Jan 24;11(3):398. doi: 10.3390/cells11030398

KRAS as a Modulator of the Inflammatory Tumor Microenvironment: Therapeutic Implications

Flávia Pereira 1,2,3,4, Anabela Ferreira 1,2, Celso Albuquerque Reis 3,5,6, Maria João Sousa 1,2, Maria José Oliveira 3,4,5, Ana Preto 1,2,*
Editor: Alexander E Kalyuzhny
PMCID: PMC8833974  PMID: 35159208

Abstract

KRAS mutations are one of the most frequent oncogenic mutations of all human cancers, being more prevalent in pancreatic, colorectal, and lung cancers. Intensive efforts have been encouraged in order to understand the effect of KRAS mutations, not only on tumor cells but also on the dynamic network composed by the tumor microenvironment (TME). The relevance of the TME in cancer biology has been increasing due to its impact on the modulation of cancer cell activities, which can dictate the success of tumor progression. Here, we aimed to clarify the pro- and anti-inflammatory role of KRAS mutations over the TME, detailing the context and the signaling pathways involved. In this review, we expect to open new avenues for investigating the potential of KRAS mutations on inflammatory TME modulation, opening a different vision of therapeutic combined approaches to overcome KRAS-associated therapy inefficacy and resistance in cancer.

Keywords: KRAS mutations, tumor microenvironment, inflammation, pancreatic cancer, colorectal cancer, lung cancer, therapy

1. Introduction

Kristen rat sarcoma viral oncogene homolog (KRAS) belongs to the human Ras genes family, which also comprises the Harvey rat sarcoma viral oncogene homolog (HRAS) and the Neuroblastoma rat sarcoma viral oncogene homolog (NRAS). These genes encode 4 highly related proteins with 90% similarity, namely, KRAS4A, KRAS4B, HRAS, and NRAS [1,2,3,4]. KRAS4A and KRAS4B are two splice variants, KRAS4B being the dominant form in human cells and here, referred to as KRAS [4]. KRAS is a small GTPase that functions as a signal transducer from extracellular stimuli-activated cell surface receptors to diverse well-regulated cytoplasmic signaling networks, such as the mitogen-activated protein kinase (MAPK) and the phosphoinositide 3-kinase (PI3K) [1,5]. Wild-type KRAS proteins are GDP and GTP binary proteins with on-off switches well regulated by guanine-nucleotide exchange factors (GEFs) and by GTPase activating proteins (GAPs). Whereas GEFs stimulate the formation of active Ras-GTP, GAPs accelerate the hydrolytic GTPase activity, promoting the release of GTP from RAS-GTP and the formation of the inactive RAS-GDP [1,2,3,5,6,7]. However, when KRAS proteins are mutated, they become insensitive to GAPs inactivation and remain in the active GTP-bound state, leading to the constitutive activation of downstream Ras signaling pathways [5,8,9,10]. Therefore, these constitutively active KRAS proteins contribute to self-sufficiency in growth signals, increase of cell proliferation, suppression of apoptosis, increase in autophagy, altered cell metabolism, and changes in the tumor microenvironment (TME) [1,5,10,11,12,13,14]. Interestingly, mutations in the Ras family are one of the most common oncogenic events (33%), KRAS mutations being the most frequent (21.6%), followed by NRAS (8.0%) and HRAS (3.3%) [3]. Amongst all human cancers, pancreatic, colorectal, and lung are the ones with a higher percentage of KRAS mutations (Figure 1) and constitute, therefore, the focus of our review [1,3,9].

Figure 1.

Figure 1

KRAS mutations in pancreatic, colorectal, and lung cancer. KRAS mutations are one of the earliest major events in pancreatic cancer, found in over 95% of cases. Among KRAS mutations, G12D and G12V are the most frequent alterations, followed by G12R. In colorectal cancer, KRAS mutations are present in about 52% of cases. Oncogene KRAS activating mutations G13D, G12D, and G12V are the most frequent in this type of cancer. In lung cancer, activating KRAS mutations are found in over 30% of cases and are one of the most prevalent mutations associated with tobacco exposure. Among those, G12C and G12V mutations are the most associated with patients who smoke, whereas G12D is mainly found in never-smokers.

In 2020, pancreatic cancer was the seventh worldwide leading cause of cancer-related deaths in both sexes and accounted for approximately as many cases (496,000) as deaths (466,000) [15]. Pancreatic cancer is a highly aggressive malignancy associated with a particularly poor prognosis that exhibits a median survival of fewer than 6 months and a 5-year survival rate of 3 to 5% [16,17]. KRAS mutations are one of the earliest and most serious events in pancreatic cancer and are found in over 95% of the cases [5,16,18,19]. Among KRAS mutations, the KRASG12D (39.2%) and the KRASG12V (32.5%) are the most frequent alterations, followed by the KRASG12R (17.1%) [20,21,22].

Colorectal cancer was, in 2020, the third most frequently diagnosed cancer and the second leading cause of cancer-related deaths in both sexes worldwide [15]. KRAS mutations are present in about 52% of colorectal cancer cases and are in the top 5 of mutated genes in 2 different databases, namely, the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA), along with APC, TP53, and TIN [1,23,24,25,26]. Oncogene KRAS activating mutations KRASG13D, KRASG12D, and KRASG12V are the most frequent mutations in colorectal cancer, with the codon 12 being the most affected [8,12,25,27,28,29]. KRAS mutations can also be caused by substitutions in codons 13, 61, 117, and 146. These mutations are an early event in colon carcinogenesis and are well conserved between primary tumor and corresponding metastases [14,30,31]. KRAS mutations have also been associated with poor overall survival and increased tumor aggressiveness [25].

In 2020, lung cancer was the second most commonly diagnosed cancer worldwide and the leading cause of cancer-related deaths [15]. Activating KRAS mutations are found in over 30% of lung cancer cases and are one of the most prevalent mutations associated with tobacco exposure [32,33,34,35,36,37]. Among those, KRASG12C and KRASG12V are the most associated with patients who smoke, whereas KRASG12D is mainly found in patients who had never smoked [9,10,20,38]. In addition, KRAS mutations are present in more than 35% of cases of the non-small-cell lung cancer subtype, which is the most frequent form of lung cancer (85%) [32,36].

Epidemiological and clinical studies have shown a strong relationship between lung cancer, inflammatory microenvironment, and chronic infection [39], as well as between colorectal cancer and chronic inflammatory diseases [24]. In pancreatic cancer, an extensive stromal remodeling, with inflammatory cells and fibrotic scars, is also a hallmark of this type of cancer. KRAS mutations have been tightly associated with modulation of tumor inflammation, which has been gradually recognized as a key contributor for tumorigenesis by affecting the immune response, as well as the efficacy of treatments [1,40]. Therefore, exploring how cancer cells harboring oncogenic KRAS mutations may instigate the inflammatory TME, leading to chronic inflammation and stroma remodeling, is of extreme relevance [16,24,41].

This review summarizes the intensive efforts made to understand the effects of KRAS mutations, not only on cancer cells, but also on the TME, detailing the context and the signaling pathways involved. Additionally, by exploring the impact of KRAS mutations on the inflammatory TME, we expect to open new avenues for investigating the potential of these mutations on the TME modulation, opening a new vision of combined therapeutic approaches to overcome KRAS-associated therapy inefficacy and/or resistance in cancer.

2. KRAS and the Inflammatory Tumor Microenvironment Modulation

The TME is a dynamic network composed, not only by tumor cells, but also by several non-tumor cell types, including stromal cells as immune cells (macrophages, neutrophils, dendritic and natural killer cells, myeloid-derived suppressor cells (MDSCs), B and T cells), fibroblasts, adipocytes, endothelial cells, neurons, osteoblasts, osteoclasts, and the extracellular matrix (ECM). This non-cellular component, together with the tumor and the non-tumor cells, establish a dynamic, challenging microenvironment that can be modulated, but especially modulates cancer cell activities, dictating the success of tumor progression (Figure 2) [1,42,43,44].

Figure 2.

Figure 2

KRAS as a crucial TME modulator. The TME is composed, not only of tumor cells, but also several non-tumor stromal elements such as immune cells, fibroblasts, adipocytes, endothelial cells, neurons, osteoblasts, osteoclasts, and ECM components. This dynamic, challenging microenvironment modulates and can be modulated by several factors, namely, KRAS mutations. Several studies have reported that KRAS mutations can drive the secretion of anti-inflammatory cytokines, such as IL-10, TGF-β, and GM-CSF, with the ability to sustain an immunosuppressive TME and to promote tumor progression. Other studies have also demonstrated that KRAS mutations may interfere with the secretion of pro-inflammatory cytokines, with an anti-tumor effect, such as ICAM-1, TNF-α, and IL-18. Thus, KRAS seems to act as a modulator of both an anti-inflammatory and a pro-inflammatory TME.

Inflammation has been gradually recognized as a key initiator and contributor for tumorigenesis by orchestrating the immune surveillance and the immune escape, but also by affecting treatment response [1,40]. Interestingly, the concept of tumor-promoting inflammation has been tightly associated with KRAS mutations [1]. In fact, in colorectal cancers, the majority of the cases with a high prevalence of KRAS mutations correlate with chronic inflammatory diseases [24]. KRAS and its downstream interactors are described as capable of shaping the immune microenvironment through the induction of the nuclear factor kappa light chain enhancer of activated B cells (NF)-kB signaling, which in turn promotes the transcription of several cytokines and chemokines, including interleukin (IL)-1α/β, IL-6, tumor necrosis factor α (TNF-α), Cys-X-Cys Chemokine (CXCL)-1, 2, 5, and 8, monocyte chemoattractant protein 1 (MCP-1 or CCL2), inducible nitric oxide synthase (iNOS), intracellular adhesion molecule 1 (ICAM-1), and endothelial leukocyte adhesion molecule 1 (ELAM1) [1,32]. Independently of NF-kB, KRAS-downstream partners, such as RAF/MAPK and PI3K, may also induce IL-10, transforming growth factor β (TGF-β) and granulocyte-macrophage colony-stimulating factor (GM-CSF) expression [1,32]. Several studies already reported that KRAS mutations could drive the secretion of anti-inflammatory cytokines, such as IL-10 and TGF-β, with the ability to sustain an immunosuppressive TME, whereas other studies verified that KRAS mutations could interfere with the secretion of pro-inflammatory cytokines, such as ICAM-1, TNF-α, IL-1β, IL-6, and IL-18 (Figure 2) [18,32,45,46]. Thus, KRAS seems to act as a modulator of both an anti-inflammatory and a pro-inflammatory TME. In this section, the ability of KRAS mutations to modulate the acquisition of a pro- as well as an anti-inflammatory TME is discussed in detail.

2.1. KRAS as a Pro-Inflammatory Modulator of the Tumor Microenvironment

KRAS mutations have generally been more related to an anti-inflammatory and, consequently, pro-tumor microenvironment rather than a pro-inflammatory one. However, several studies also reported the association of KRAS with pro-inflammatory/anti-tumor cytokines and chemokines. In fact, KRAS mutations have been related to pro-inflammatory chemokines, such as ICAM-1, IL-18, and IL-6. Nevertheless, while the first two have been frequently associated with pro-inflammatory functions [1,32] (Figure 3), IL-6 has been described to exert an anti-inflammatory role in the KRAS mutation context (Figure 4) [33].

Figure 3.

Figure 3

KRAS as a pro-inflammatory tumor microenvironment modulator. Several studies reported the association of KRAS with pro-inflammatory cytokines and chemokines, such as ICAM-1 and IL-18. Normal acinar cells transfected with oncogenic mutant KRAS are described to express high levels of ICAM-1, which is then secreted into its soluble form. The sICAM-1 acts as a chemoattractant for pro-inflammatory macrophages and stimulates them to produce MMP-9 that allow ECM degradation, as well as pro-inflammatory chemokines, such as TNF-α that can drive transdifferentiation signaling. KRAS mutations can also modulate the TME by impairing IL-18 secretion, blocking its immune-stimulatory function and, thus, contributing to evasion of the local immune system during tumor development.

Figure 4.

Figure 4

KRAS as an anti-inflammatory tumor microenvironment modulator. Several reports emphasize that KRAS mutations may sustain an anti-inflammatory microenvironment through the secretion of several inflammatory chemokines and cytokines, such as TGF-β, IL-10, and IL-6. In fact, cells harboring KRASG12D mutations secrete high levels of these anti-inflammatory mediators that inhibit T cell activation, suppress cytotoxic CD8+ T cell-mediated tumor killing, and convert pro-inflammatory CD4+ T cells to anti-inflammatory Tregs. Moreover, KRAS mutations were also described to induce the downregulation of MHC class I molecules and the upregulation of PD-L1, reducing the ability of CD8+ cytotoxic T cells to recognize and kill cancer cells. Additionally, KRAS mutations may drive an anti-inflammatory and pro-tumor immune suppressive microenvironment mediated through IL-6 secretion. Notably, when IL-6 was blocked, a reduction of anti-inflammatory macrophage gene expression, such as Arg, FIZZ1, Mg1, and Mrc1, and a reduction of the immunosuppressive cytokines TGF-β and IL-10 were observed. Moreover, it has also been described that IL-6 induces higher levels of T cell exhaustion markers, such as PD-1, CTLA-4, and TIM-3. Furthermore, KRAS mutations effects can also be mediated through exosomes containing KRASG12D. These exosomes can be taken via an AGER-dependent mechanism—a multiligand receptor—by macrophages, modulating their differentiation into a pro-tumor/anti-inflammatory phenotype.

In the pancreas, normal acinar cells transfected with oncogenic mutant KRAS are described to express high levels of ICAM-1, which is then converted to a soluble form, the sICAM-1 [18]. In its turn, sICAM-1 acts as a chemoattractant for immune cells, namely, M1-like/pro-inflammatory macrophages, but not for M2-like/anti-inflammatory ones. Attracted pro-inflammatory macrophages directly interact with acinar cells via membrane ICAM-1, providing enzymes that allow ECM degradation, such as matrix metalloproteinase 9 (MMP-9), as well as inflammatory cytokines and chemokines that can drive transdifferentiation signaling, such as TNF-α (Figure 3). This process is believed to contribute to acinar cells metaplasia and to drive the initiation of precancer lesions, which ultimately can progress to pancreatic cancer [1,18,45]. Overall, these data support KRAS, ICAM-1, and inflammation as contributors to pancreatic ductal adenocarcinoma by initiation and acceleration of acinar-ductal metaplasia [45].

KRAS mutations can also modulate the TME through IL-18, which is an immune-stimulatory cytokine [46]. It is an important chemokine produced by epithelial cells of the gastrointestinal tract, the airway, and the skin and also by activated macrophages, Kupffer cells, B cells, and dendritic cells [46]. IL-18 has been implicated in host immune defense against tumor development [46]. Smakman and co-workers demonstrated, using the colorectal cancer cell line C26, that KRAS knockdown resulted in the upregulation of IL-18 and its secretion into the medium [1,46]. Authors also evidenced that C26 tumor growth in the liver can be strongly inhibited by the production of IL-18 by hepatocytes [46]. Thus, this work demonstrated that KRASG12D mutation suppresses IL-18 chemokine production, possibly contributing to evasion of the local immune system during tumor development (Figure 3) [1,46].

In lung cancer, to the best of our knowledge, there are no reports concerning the pro-inflammatory functions mediated by KRAS.

2.2. KRAS as an Anti-Inflammatory Modulator of the Tumor Microenvironment

Paradoxically, tumors harboring KRAS mutations have also been associated with an immunosuppressive and anti-inflammatory microenvironment (Figure 4). In colon cancer, KRASG12V mutants are described to catalyze the differentiation of pro-inflammatory T cells into immunosuppressive T regulatory cells (Tregs) and promote their infiltration in a KRAS-driven lung tumorigenesis mouse model [41]. In lung cancer, KRAS mutations are associated with high levels of Treg infiltration [41], especially the KRASG12D mutation, which induces CD3+ T cell apoptosis and impairs the cytotoxic CD8+ T cell activation [41]. Additionally, in pancreatic cancer, cells harboring KRASG12D mutations secrete high levels of the anti-inflammatory mediators TGF-β and IL10, crucial chemokines for sustaining an immunosuppressive environment and cancer cell immune escape [41]. Among their multitude of functions, IL-10 is well-known to inhibit T cell activation, whereas TGF-β inhibits T cell activation and proliferation and promotes epithelial to mesenchymal transition, favoring cancer cell migration and invasion. Additionally, IL-10 and TGF-β released by pancreatic cancer cells are described to suppress cytotoxic CD8+ T cell-mediated tumor killing [41]. Moreover, in pancreatic cancer, it was also reported that KRAS mutations effects could be mediated through exosomes. In fact, Dai and collaborators reported that exosomes containing KRASG12D are released by dead, dying, or stressed cells, such as cancer cells [44]. These exosomes can be taken via an AGER (advanced glycosylation end product-specific receptor) dependent mechanism—a multiligand receptor—by macrophages. This process causes their differentiation into an M2-like pro-tumor/anti-inflammatory phenotype through the signal transducer and activator of transcription 3 (STAT3)-dependent fatty acid oxidation mechanism (Figure 4) [44].

Other reports emphasize that KRAS mutations may sustain an anti-inflammatory microenvironment through the secretion of several inflammatory chemokines and cytokines, such as IL-6, IL-10, and GM-CSF [33].

In fact, high IL-6 secretion was observed in different cell types harboring oncogenic KRAS mutations, such as human lung and kidney cells, fibroblasts, and myoblasts [1]. In lung cancer cells, KRAS mutations seem to promote increased levels of IL-6 via NF-kB, resulting in the activation of the STAT3 pathway [33]. In its turn, IL-6-mediated STAT3 activation may contribute to immunosuppressive MDSCs accumulation [33]. Paradoxically, IL-6 was also associated with pro-tumor Treg/Th17 cell response due to the observation that anti-IL-6 treatment promotes a T cell response switch, from a pro-tumor Treg/Th17 to an anti-tumor cytotoxic CD8+ T cell response [33]. Therefore, IL-6 may re-educate the lung microenvironment towards an anti-inflammatory phenotype, limiting inflammation via polarization of anti-inflammatory macrophages, recruitment of MDSCs and Treg/Th17 increasing response, favoring tumor immune escape and growth [33]. In pancreatic cancer, KRAS mutations are present in the majority of the cases, as are high levels of IL-6. In fact, Ras-driven pancreatic tumors are described to promote IL-6 secretion leading to STAT3 signaling pathway activation [5,32]. Interestingly, both molecules are required as mediators of KRAS mutations to promote pancreatic cancer precursor lesions initiation and progression to pancreatic ductal adenocarcinoma [1]. Notably, when IL-6 is blocked, a reduction of anti-inflammatory macrophage gene expression, such as Arginase1 (Arg), Found in inflammatory zone 1 (FIZZ1), Macrophage galactose binding lectin (Mg1), and Mannose receptor C type 1 (Mrc1), and a reduction of the immunosuppressive cytokines TGF-β and IL-10 were observed. Moreover, a downregulation of the surface expression of the Natural killer group 2 member D receptor (NKG2D or CD314) was also described on NK cells as a mechanism to escape NK cell-mediated cytotoxicity in KRAS-driven lung murine models [35]. Additionally, although activated and effector-memory CD8+ T cells are described to increase in KRAS mutated mouse models, this seems not to be sufficient to impair tumor growth, suggesting the presence of parallel immune escape mechanisms [35]. It has also been described that IL-6 stimulates the recruitment of neutrophils, decreases T-cell infiltration, and induces higher levels of T-cell exhaustion markers, such as programmed cell death 1 (PD-1), cytotoxic T-lymphocyte-associated antigen 4 (CTLA-4), and T-cell immunoglobulin and mucin-domain containing-3 (TIM-3). Altogether, these data demonstrate that KRAS mutations may drive an anti-inflammatory and pro-tumor immune suppressive microenvironment mediated through IL-6 secretion (Figure 4).

Nevertheless, IL-10 is also modulated by KRAS mutations. In fact, in colorectal cancer cells harboring KRAS mutations, an upregulation of the anti-inflammatory cytokine IL-10 via the MEK/ERK/AP-1 pathway was observed. Secreted IL-10 enabled the conversion of pro-inflammatory CD4+ T cells to anti-inflammatory CD4+ FoxP3+ Tregs cells [1,32,47]. In addition, it was described that KRASG12D could promote Treg transformation by blocking the interferon regulatory factor 2 (IRF2), resulting in repression of IRF2/CXCL3 pathway and binding of CXCL3 to CXCR2 on MDSCs, driving immune suppression and immune therapy resistance in colorectal cancer [1,47]. Similarly, in pancreatic cancer, it was also confirmed that IL-10 stimulates the conversion of CD4+ T cells to CD4+ FoxP3+ Tregs cells [1,32,47]. In lung cancer, IL-10 was also reported to mediate the recruitment of anti-inflammatory M2 macrophages and Tregs to the tumor [32].

Interestingly, GM-CSF was also identified as a transcriptional target of oncogenic KRAS in pancreatic ductal epithelial cells and in colorectal cancer [1,48,49]. GM-CSF serves as a proliferation and maturation factor of several myeloid cells and has the potential to promote both anti- and pro-inflammatory effects [16]. In pancreatic cancer, GM-CSF is produced in response to activation of KRAS through the concerted action of multiple effectors, such as ERK and PI3K [16]. Additionally, it is related to the expansion of immunosuppressive Gr1+ CD11b+ myeloid cells. However, GM-CSF is not unique in this ability; IL1-β, IL-6, and VEGF also have this capacity and, curiously, are also targets of oncogenic Ras signaling [16].

Importantly, KRAS mutations were also described to induce the downregulation of major histocompatibility complex (MHC) class I molecules, reducing the ability of CD8+ cytotoxic T cells to recognize and kill cancer cells (Figure 4) [1].

In addition, KRAS mutation status has correlated positively with the programmed death-ligand 1 (PD-L1) expression in distinct cancers [1,36]. In KRAS mutant lung cancer cells, oncogenic KRAS was proven to upregulate PD-L1 through an increase in PD-L1 mRNA stability mediated by the AU-rich element-binding protein tristetraprolin (TTP) [1]. This expression is regulated by MAPK-dependent transcriptional activity of the activator protein 1 (AP-1) and by STAT3 [1]. More recently, a correlation between KRAS mutations, increased PD-L1 expression, and increased CD8+ tumor-infiltrating lymphocytes was observed, linking KRAS mutations as a promoter of an anti-inflammatory, immunosuppressive TME, adaptive immune resistance, and tumor immunogenicity (Figure 4) [1,36]. Other relevant studies demonstrated that the co-mutation of TP53 and KRAS led to an immune-rich microenvironment of high tumor mutation burden (TMB), enhanced PD-L1 expression, and enrichment of immune cell infiltration, namely, CD4 memory T cells, NK cells, and M1 macrophages. In lung adenocarcinoma, the TP53/KRAS co-mutation induced an increased expression of PD-L1 [50]. These co-mutations were also reported to play a role in the activation of immune escape and anti-tumor immunity [24,51]. In fact, it was reported that KRAS and TP53 cooperate to promote tumor and immune invasion by activating the ARF6/AMAp1 pathway, which provokes PD-L1 recycling and its cell surface expression [1]. The induction of an immunosuppressive microenvironment orchestrated by KRAS mutants seems to be also dependent on the transcription regulator Yap, due to the observation that Yap ablation in KRAS/TP53 mutant pancreatic cells prevents MDSC recruitment favoring MHCII+ anti-tumor macrophages, resulting in T cell reactivation, apoptosis of neoplastic cells, and tissue regeneration [51]. In detail, Yap binds to the promoter region of CSFS and of IL-6, controlling their transcription in KRAS/TP53 mutant pancreatic cells. In the absence of Yap, IL-6 and CSFS are blocked, and INF-γ, IL-12, IL-15, IL-4, and IL-13 are produced, stimulating T cell activity [51]. Finally, KRAS and MYC also cooperate to establish an immune-suppressive stroma through the involvement of CCL9 mediated recruitment of macrophages, PD-L1 and IL-23 dependent exclusion of T and B cells and natural killer (NK) cells [52]. Overall, KRAS mutations have a more relevant impact on promoting an anti-inflammatory microenvironment beneficial for tumorigenesis and immune escape than the opposite. The impact of such effects on tumor immune escape and progression is evident, but their contribution to the success of therapeutic response should be further exploited in the near future.

3. Therapies Targeting KRAS Mutations and the Tumor Microenvironment

Oncogene KRAS mutations are a predictive factor for the ineffectiveness of target therapies against epidermal growth factor receptor (EGFR). Despite EGFR antibodies specificity, KRAS mutations act downstream EGFR and activate the intracellular RAS pathway, independently of the stimulation via EGFR [53,54,55,56,57]. To overcome this resistance, several therapies have been developed in order to target KRAS, namely, (i) KRAS post-translational modifications; (ii) KRAS synthetic lethal interactors; (iii) KRAS plasma membrane association inhibitors; (iv) downstream signaling pathways blockades, such as RAF and MEK inhibitors; (v) KRAS-regulated metabolic targets, as autophagy and micropinocytosis inhibitors; (vi) KRAS-induced inflammation, such as IL-6 inhibitors; and (vii) immunotherapy (Figure 5) [1,10,36,38,58,59,60,61].

Figure 5.

Figure 5

Strategies to target KRAS mutations. Several therapies have been developed to target KRAS, namely, KRAS plasma membrane association inhibitors, KRAS synthetic lethal interactors, KRAS downstream signaling pathways blockade, KRAS-mediated inflammation, and immunotherapy. One of the most promising strategies is the novel KRAS synthetic lethal interactors that specifically target the cysteine in the mutated KRASG12C through covalent irreversible binding and favor KRAS-GDP state over GTP. These alterations impair RAF binding and the activation of the signaling pathway, decreasing cell viability and increasing apoptosis of those cells harboring KRASG12C mutations.

One of the most promising strategies is the novel KRAS mutation inhibitors that, specifically target the cysteine residue of mutated KRASG12C through covalent irreversible binding, favoring KRAS-GDP state over GTP. These alterations impair RAF binding and the activation of the signaling pathway, decreasing cell viability and increasing apoptosis of those cells harboring KRASG12C mutations [10,57,62,63]. ARS-853, ARS-1620, MRTX1257, AMG-510 (Sotorasib), and MRTX849 (Adagrasib) are KRASG12C potent inhibitors, AMG-510 and MRTX849 being the first ones to enter in the clinic [57,62,64]. Although KRASG12C is the most frequent mutation in lung cancer with a frequency of 13%, it is present at low percentages in colorectal cancer (3%) and other solid tumors (2%) [63]. Thus, it is imperative to try to target other KRAS mutations. Interestingly, AMG-510 and MRTX1257 were reported to induce a pro-inflammatory microenvironment also, suggesting a synergistic effect between this class of inhibitors and the immune checkpoint inhibitors [9,10]. In fact, both AMG-510 and MRTX1257 provoke a TME remodeling, increasing the density of macrophages, dendritic cells, and T cells (Figure 5) [63,64]. Additionally, those drugs drive a change of macrophages phenotype and, most dramatically, CD8+ T cell infiltration, favoring a pro-inflammatory/anti-tumor immune response [63,64]. Thus, both treatments prompted a pro-inflammatory microenvironment that could be highly responsive to immune checkpoint inhibitors. Accordingly, recent studies combining AMG-510 with anti-PD-1 immune checkpoint blockade improved survival in a syngeneic KRASG12C mutant CT26 colon carcinoma subcutaneous model [63]. Altogether, these studies demonstrated the relevance of highlighting KRAS mutations’ effects on the TME.

4. Immunotherapy and Combined Therapeutic Approaches in KRAS Mutated Cancers

Immunotherapy targeting immune checkpoint molecules, such as PD-1, PD-L1, and CTLA-4, has also been demonstrated to be one of the most hopeful cancer treatments, with positive results in KRAS mutated cancers, as further described in [38,60]. PD-1, which binds to PD-L1, also known as CD274, or to PD-L2/CD273, is a peripheral immune checkpoint of immune, tumor, and stromal cells, whereas CTLA-4 binds to CD80/CD86, also known as B7-1/B7-2 co-stimulatory receptors, on antigen-presenting cells (APCs) [65].

Specifically, in advanced-stage non-small-cell lung carcinoma patients, monoclonal antibodies that target PD-1 and its main ligand PD-L1 have shown survival increments demonstrating the favorable clinical benefits of anti-PD-1/PD-L1 immunotherapy (Figure 6) [36,66]. Thus, anti-PD-1/PD-L1 therapies in lung cancer were already approved [60]. However, anti-CTLA-4 antibodies did not present encouraging results in lung carcinoma [60]. In colorectal cancer, anti-PD-1/PD-L1 therapy, such as Pembrolizumab, was also approved in a subgroup of patients, namely those harboring mismatch repair (MMP) deficient tumors, which present higher PD-L1 expression, in comparison to MMP proficient carcinomas [57,60,65,67,68]. In addition, Nivolumab, another PD-1 blocking antibody, was also FDA approved for MMR and MSI-H metastatic CRC treatment [65]. In pancreatic cancer, these immunotherapies demonstrated limited clinical success and, for this reason, immunotherapy is not included in the clinical guidelines in this type of cancer [60,61]. Moreover, it was already demonstrated that not all KRAS mutations can benefit from immunotherapy, as there are differences in immunotherapy efficacy among KRAS mutant subtypes, namely, KRASG12D mutations [69]. Overall, these results seem disappointing. However, KRAS mutations and their complex impact on the TME may explain the ineffectiveness of these immunotherapy treatments. For this reason, exploring KRAS mutations impact on TME can bring a new vision of combined therapeutic approaches to overcome KRAS-associated therapeutic inefficiency and/or resistance. In fact, KRAS mutations and other interactors have been already explored as possible genetic markers to distinguish patients who may benefit from immune checkpoint inhibitors, such as (i) TP53 co-mutation; (ii) functional mismatch repair; (iii) PD-L1 expression; (iv) the intensity of CD8+ T cell infiltration [4,50,67,69,70]. In detail, TP53/KRAS co-mutation could increase the tumor mutation burden of all KRAS mutants, except the KRASG12D mutation subtype, transforming TP53/KRAS mutated cancers more responsive to immunotherapy [69]. Specifically, in colorectal cancer, the different impact of the KRASG12D mutation subtype was explored, and IRF2-CXCL3 pathway blocking was identified as a driver of immune suppression and immune therapy resistance [69]. Additionally, IRF2 overexpression was also explored, and it was verified that this strategy overcomes KRAS-induced therapy resistance to anti-PD-1 immunotherapy, pointing to this molecule as a potential therapeutic co-target in KRAS-induced cancers [1]. Overall, these studies are a clear example of the urgency to understand why some patients still do not respond to immunotherapy, or other therapies, to develop novel strategies to overcome resistance.

Figure 6.

Figure 6

Combined therapeutic approach in KRAS mutated cancers: immunotherapy and MEK inhibitors. Immunotherapy targeting immune checkpoint molecules, such as PD-1, PD-L1, and CTLA-4, has been demonstrated to be one of the most hopeful cancer treatments, with positive results in KRAS mutated cancers. Surprisingly, the combined therapies of MEK inhibitors with antibodies targeting PD-1, PD-L1, or CTLA-4 exert higher anti-tumor effects than monotherapies. In a murine KRAS-mutant colorectal cancer model, the MEK inhibitor selumetinib attenuated anti-CTLA-4-mediated T cell activation and infiltration into tumors and blocked monocytes differentiation into anti-inflammatory macrophages. Thus, MEK inhibition, specifically selumetinib, brings beneficial effects to the TME in the context of CTLA-4 blockade, and, more importantly, this combination of MEK inhibitors with CTLA-4 blocking antibodies re-educates the TME from an immunosuppressive to an immune alert status, expanding therapeutic intervention.

Encouragingly, combined strategies have also been proposed to overcome acquired resistance and/or ineffectiveness, namely, targeting oncogenic signaling pathways and the microenvironment [1,36,60]. Despite the lack of clinical relevance in some cases, the combined therapies of MEK inhibitors, with antibodies targeting PD-1, PD-L1, or CTLA-4, have been explored and demonstrated to exert higher anti-tumor effects than monotherapies [1,60,71]. In fact, in a murine KRAS-mutant colorectal cancer model, the MEK inhibitor selumetinib seemed to attenuate anti-CTLA-4-mediated T-cell-activation and infiltration into tumors without abrogating these effects. Specifically, selumetinib reduced CD11b+ Ly6G+ tumor-infiltrating neutrophils or Granulocytic-Myeloid-derived suppressor cells (gMDSC), and blocked monocytes differentiation into anti-inflammatory macrophages. MEK inhibitors also seemed to reverse the anti-CTLA-4-mediated induction of two key immunosuppressive factors, Arg1 and cyclo-oxygenase-2 (Cox-2) [71]. Thus, MEK inhibition, specifically selumetinib, brings beneficial effects to the TME in the context of CTLA-4 blockade [71]. These authors also demonstrated that selumetinib led to CD11b+ Ly6C+ MHCII+ cells accumulation, a subset of myeloid cells related to an intermediate state of infiltrating monocytes differentiation into macrophages. Thus, MEK inhibition prevented macrophage accumulation through impairment of monocyte differentiation to macrophage [71]. In addition, the combination of MEK inhibitors with CTLA-4 blocking antibodies re-educates the TME from an immunosuppressive to an immune alert status, expanding therapeutic intervention (Figure 6) [71].

5. Final Conclusions

In summary, there is a high prevalence of oncogenic KRAS mutations in cancers, being more evident in pancreatic, colorectal, and lung cancers. Interestingly, KRAS mutations have been tightly associated with modulation of inflammation, which has been gradually recognized as a key contributor for tumorigenesis by affecting immune response, as well as the efficacy of treatments [1,40]. Here we summarize the intensive efforts that have been made to understand KRAS mutations effects, not only on cancer cells, but also on the TME. Additionally, with the exploration of KRAS mutations impact on the inflammatory TME, we highlight new avenues for investigating the potential of these mutations on the TME modulation, opening a new vision of combined therapeutic approaches to overcome KRAS-associated therapy inefficacy and/or resistance.

Author Contributions

Conceptualization, A.P.; writing-original draft preparation, F.P. and A.F.; writing-review and editing, A.P., M.J.O., C.A.R. and M.J.S.; visualization, A.P., M.J.O., C.A.R. and M.J.S.; supervision, A.P. and M.J.O.; project administration, A.P.; funding acquisition, A.P. All authors have read and agreed to the published version of the manuscript.

Funding

This work was financed by the Portuguese Foundation for Science and Technology (Fundação para a Ciência e a Tecnologia, FCT) within the scope of two PhD grants, SFRH/BD/140137/2018 attributed to FP and SFRH/BD/142486/2018 attributed to AF. A.P. acknownledges FCT within the scope of the project PTDC/QUIQIN/28662/2017. A.P. and M.J.S. also acknowledge the support of the CBMA strategic programme “Contrato-Programa” UIDB/04050/2020 funded by national funds through the FCT I.P. C.A.R. acknowledges the project Norte-01-0145-FEDER-000051—“Cancer Research on Therapy Resistance: From Basic Mechanisms to Novel Targets”, supported by Norte Portugal Regional Operational Programme (NORTE 2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (FEDER). M.J.O. acknowledges FEDER funds through COMPETE 2020—Operacional Programme for Competitiveness and Internationalisation (POCI), Portugal 2020, Portuguese funds through FCT/Ministério da Ciência, Tecnologia e do Ensino Superior in the framework of the project POCI-01-0145-FEDER-31859/2017.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

Footnotes

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Hamarsheh S., Groß O., Brummer T., Zeiser R. Immune modulatory effects of oncogenic KRAS in cancer. Nat. Commun. 2020;11:5439. doi: 10.1038/s41467-020-19288-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Cazzanelli G., Pereira F., Alves S., Francisco R., Azevedo L., Dias Carvalho P., Almeida A., Côrte-Real M., Oliveira M., Lucas C., et al. The Yeast Saccharomyces cerevisiae as a Model for Understanding RAS Proteins and their Role in Human Tumorigenesis. Cells. 2018;7:14. doi: 10.3390/cells7020014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Baines A.T., Xu D., Der C.J. Inhibition of Ras for cancer treatment: The search continues. Future Med. Chem. 2011;3:1787–1808. doi: 10.4155/fmc.11.121. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Liu P., Wang Y., Li X. Targeting the untargetable KRAS in cancer therapy. Acta Pharm. Sin. B. 2019;9:871–879. doi: 10.1016/j.apsb.2019.03.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Ancrile B., Lim K.-H., Counter C.M. Oncogenic Ras-induced secretion of IL6 is required for tumorigenesis. Genes Dev. 2007;21:1714–1719. doi: 10.1101/gad.1549407. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Kratz C.P., Schubbert S., Bollag G., Niemeyer C.M., Shannon K.M., Zenker M. Germline Mutations in Components of the Ras Signaling Pathway in Noonan Syndrome and Related Disorders. Cell Cycle. 2006;5:1607–1611. doi: 10.4161/cc.5.15.3128. [DOI] [PubMed] [Google Scholar]
  • 7.Schubbert S., Shannon K., Bollag G. Hyperactive Ras in developmental disorders and cancer. Nat. Rev. Cancer. 2007;7:295–308. doi: 10.1038/nrc2109. [DOI] [PubMed] [Google Scholar]
  • 8.Ihle N. Ph.D. Thesis. The University of Texas; Houston, TX, USA: Dec, 2012. Differential Activity of the KRAS Oncogene by Method of Activation: Implications for Signaling and Therapeutic Intervention. [Google Scholar]
  • 9.Salgia R., Pharaon R., Mambetsariev I., Nam A., Sattler M. The improbable targeted therapy: KRAS as an emerging target in non-small cell lung cancer (NSCLC) Cell Rep. Med. 2021;2:100186. doi: 10.1016/j.xcrm.2020.100186. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Ghimessy A., Radeczky P., Laszlo V., Hegedus B., Renyi-Vamos F., Fillinger J., Klepetko W., Lang C., Dome B., Megyesfalvi Z. Current therapy of KRAS-mutant lung cancer. Cancer Metastasis Rev. 2020;39:1159–1177. doi: 10.1007/s10555-020-09903-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Levy R., Grafi-Cohen M., Kraiem Z., Kloog Y. Galectin-3 Promotes Chronic Activation of K-Ras and Differentiation Block in Malignant Thyroid Carcinomas. Mol. Cancer Ther. 2010;9:2208–2219. doi: 10.1158/1535-7163.MCT-10-0262. [DOI] [PubMed] [Google Scholar]
  • 12.Smith G., Bounds R., Wolf H., Steele R.J.C., Carey F.A., Wolf C.R. Activating K-Ras mutations outwith ‘hotspot’ codons in sporadic colorectal tumours–implications for personalised cancer medicine. Br. J. Cancer. 2010;102:693–703. doi: 10.1038/sj.bjc.6605534. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Knickelbein K., Zhang L. Mutant KRAS as a critical determinant of the therapeutic response of colorectal cancer. Genes Dis. 2015;2:4–12. doi: 10.1016/j.gendis.2014.10.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Alves S., Castro L., Fernandes M.S., Francisco R., Castro P., Priault M., Chaves S.R., Moyer M.P., Oliveira C., Seruca R., et al. Colorectal cancer-related mutant KRAS alleles function as positive regulators of autophagy. Oncotarget. 2015;6:30787–30802. doi: 10.18632/oncotarget.5021. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Sung H., Ferlay J., Siegel R.L., 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;71:209–249. doi: 10.3322/caac.21660. [DOI] [PubMed] [Google Scholar]
  • 16.Pylayeva-Gupta Y., Lee K.E., Hajdu C.H., Miller G., Bar-Sagi D. Oncogenic Kras-Induced GM-CSF Production Promotes the Development of Pancreatic Neoplasia. Cancer Cell. 2012;21:836–847. doi: 10.1016/j.ccr.2012.04.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Grant T.J., Hua K., Singh A. Molecular Pathogenesis of Pancreatic Cancer. Prog. Mol. Biol. Transl. Sci. 2016;144:241–275. doi: 10.1016/bs.pmbts.2016.09.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Storz P. The crosstalk between acinar cells with Kras mutations and M1-polarized macrophages leads to initiation of pancreatic precancerous lesions. Oncoimmunology. 2015;4:e1008794. doi: 10.1080/2162402X.2015.1008794. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Buscail L., Bournet B., Cordelier P. Role of oncogenic KRAS in the diagnosis, prognosis and treatment of pancreatic cancer. Nat. Rev. Gastroenterol. Hepatol. 2020;17:153–168. doi: 10.1038/s41575-019-0245-4. [DOI] [PubMed] [Google Scholar]
  • 20.Luo J. KRAS mutation in pancreatic cancer. Semin. Oncol. 2021;48:10–18. doi: 10.1053/j.seminoncol.2021.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Hafezi S., Saber-Ayad M., Abdel-Rahman W.M. Highlights on the Role of KRAS Mutations in Reshaping the Microenvironment of Pancreatic Adenocarcinoma. Int. J. Mol. Sci. 2021;22:10219. doi: 10.3390/ijms221910219. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Lu S., Jang H., Nussinov R., Zhang J. The Structural Basis of Oncogenic Mutations G12, G13 and Q61 in Small GTPase K-Ras4B. Sci. Rep. 2016;6:21949. doi: 10.1038/srep21949. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Polidoro M.A., Milana F., Soldani C., Franceschini B., Anselmo A., Colombo F.S., Di Tommaso L., Cimino M., Carnevale S., Lleo A., et al. Impact of RAS mutations on the immune infiltrate of colorectal liver metastases: A preliminary study. J. Leukoc. Biol. 2020;108:715–721. doi: 10.1002/JLB.5AB0220-608R. [DOI] [PubMed] [Google Scholar]
  • 24.Fu X., Wang X., Duanmu J., Li T., Jiang Q. KRAS mutations are negatively correlated with immunity in colon cancer. Aging (Albany. NY) 2021;13:750–768. doi: 10.18632/aging.202182. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Arrington A.K., Heinrich E.L., Lee W., Duldulao M., Patel S., Sanchez J., Garcia-Aguilar J., Kim J. Prognostic and Predictive Roles of KRAS Mutation in Colorectal Cancer. Int. J. Mol. Sci. 2012;13:12153–12168. doi: 10.3390/ijms131012153. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Lanfredini S., Thapa A., O’Neill E. RAS in pancreatic cancer. Biochem. Soc. Trans. 2019;47:961–972. doi: 10.1042/BST20170521. [DOI] [PubMed] [Google Scholar]
  • 27.Nagasaka T., Sasamoto H., Notohara K., Cullings H.M., Takeda M., Kimura K., Kambara T., MacPhee D.G., Young J., Leggett B.A., et al. Colorectal cancer with mutation in BRAF, KRAS, and wild-type with respect to both oncogenes showing different patterns of DNA methylation. J. Clin. Oncol. 2004;22:4584–4594. doi: 10.1200/JCO.2004.02.154. [DOI] [PubMed] [Google Scholar]
  • 28.Tan C., Du X. KRAS mutation testing in metastatic colorectal cancer. World J. Gastroenterol. 2012;18:5171–5180. doi: 10.3748/wjg.v18.i37.5171. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Liu X., Jakubowski M., Hunt J.L. KRAS Gene Mutation in Colorectal Cancer Is Correlated With Increased Proliferation and Spontaneous Apoptosis. Am. J. Clin. Pathol. 2011;135:245–252. doi: 10.1309/AJCP7FO2VAXIVSTP. [DOI] [PubMed] [Google Scholar]
  • 30.Krasinskas A.M. EGFR Signaling in Colorectal Carcinoma. Patholog. Res. Int. 2011;2011:932932. doi: 10.4061/2011/932932. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Reinacher-Schick A., Schulmann K., Modest D.P., Bruns N., Graeven U., Jaworska M., Greil R., Porschen R., Arnold D., Schmiegel W., et al. Effect of KRAS codon13 mutations in patients with advanced colorectal cancer (advanced CRC) under oxaliplatin containing chemotherapy. Results from a translational study of the AIO colorectal study group. BMC Cancer. 2012;12:349. doi: 10.1186/1471-2407-12-349. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Cullis J., Das S., Bar-Sagi D. Kras and Tumor Immunity: Friend or Foe? Cold Spring Harb. Perspect. Med. 2018;8:a031849. doi: 10.1101/cshperspect.a031849. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Caetano M.S., Zhang H., Cumpian A.M., Gong L., Unver N., Ostrin E.J., Daliri S., Chang S.H., Ochoa C.E., Hanash S., et al. IL6 Blockade Reprograms the Lung Tumor Microenvironment to Limit the Development and Progression of K-ras–Mutant Lung Cancer. Cancer Res. 2016;76:3189–3199. doi: 10.1158/0008-5472.CAN-15-2840. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Granville C.A., Memmott R.M., Balogh A., Mariotti J., Kawabata S., Han W., LoPiccolo J., Foley J., Liewehr D.J., Steinberg S.M., et al. A Central Role for Foxp3+ Regulatory T Cells in K-Ras-Driven Lung Tumorigenesis. PLoS ONE. 2009;4:e5061. doi: 10.1371/journal.pone.0005061. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Busch S.E., Hanke M.L., Kargl J., Metz H.E., MacPherson D., Houghton A.M. Lung Cancer Subtypes Generate Unique Immune Responses. J. Immunol. 2016;197:4493–4503. doi: 10.4049/jimmunol.1600576. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Liu C., Zheng S., Jin R., Wang X., Wang F., Zang R., Xu H., Lu Z., Huang J., Lei Y., et al. The superior efficacy of anti-PD-1/PD-L1 immunotherapy in KRAS-mutant non-small cell lung cancer that correlates with an inflammatory phenotype and increased immunogenicity. Cancer Lett. 2020;470:95–105. doi: 10.1016/j.canlet.2019.10.027. [DOI] [PubMed] [Google Scholar]
  • 37.Qu Z., Sun F., Zhou J., Li L., Shapiro S.D., Xiao G. Interleukin-6 Prevents the Initiation but Enhances the Progression of Lung Cancer. Cancer Res. 2015;75:3209–3215. doi: 10.1158/0008-5472.CAN-14-3042. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Uras I.Z., Moll H.P., Casanova E. Targeting KRAS Mutant Non-Small-Cell Lung Cancer: Past, Present and Future. Int. J. Mol. Sci. 2020;21:4325. doi: 10.3390/ijms21124325. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Tan Z., Xue H., Sun Y., Zhang C., Song Y., Qi Y. The Role of Tumor Inflammatory Microenvironment in Lung Cancer. Front. Pharmacol. 2021;12:1168. doi: 10.3389/fphar.2021.688625. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Tsai M.-J., Chang W.-A., Huang M.-S., Kuo P.-L. Tumor Microenvironment: A New Treatment Target for Cancer. ISRN Biochem. 2014;2014:1–8. doi: 10.1155/2014/351959. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Cheng H., Fan K., Luo G., Fan Z., Yang C., Huang Q., Jin K., Xu J., Yu X., Liu C. KrasG12D mutation contributes to regulatory T cell conversion through activation of the MEK/ERK pathway in pancreatic cancer. Cancer Lett. 2019;446:103–111. doi: 10.1016/j.canlet.2019.01.013. [DOI] [PubMed] [Google Scholar]
  • 42.Pinto A.T., Pinto M.L., Velho S., Pinto M.T., Cardoso A.P., Figueira R., Monteiro A., Marques M., Seruca R., Barbosa M.A., et al. Intricate Macrophage-Colorectal Cancer Cell Communication in Response to Radiation. PLoS ONE. 2016;11:e0160891. doi: 10.1371/journal.pone.0160891. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Lyssiotis C.A., Kimmelman A.C. Metabolic Interactions in the Tumor Microenvironment. Trends Cell Biol. 2017;27:863–875. doi: 10.1016/j.tcb.2017.06.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Jiang Q., Wang L., Hei X. Parameter identification of chaotic systems using artificial raindrop algorithm. J. Comput. Sci. 2015;8:20–31. doi: 10.1016/j.jocs.2015.02.004. [DOI] [Google Scholar]
  • 45.Liu G., Qin Q., Chan K.W.Y., Li Y., Bulte J.W.M., McMahon M.T., van Zijl P.C.M., Gilad A.A. Non-invasive temperature mapping using temperature-responsive water saturation shift referencing (T-WASSR) MRI. NMR Biomed. 2014;27:320–331. doi: 10.1002/nbm.3066. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Smakman N., Veenendaal L.M., van Diest P., Bos R., Offringa R., Borel Rinkes I.H.M., Kranenburg O. Dual effect of KrasD12 knockdown on tumorigenesis: Increased immune-mediated tumor clearance and abrogation of tumor malignancy. Oncogene. 2005;24:8338–8342. doi: 10.1038/sj.onc.1208995. [DOI] [PubMed] [Google Scholar]
  • 47.Fang C., Zhang C., Zhao W.-Q., Hu W.-W., Wu J., Ji M. Co-mutations of TP53 and KRAS serve as potential biomarkers for immune checkpoint blockade in squamous-cell non-small cell lung cancer: A case report. BMC Med. Genom. 2019;12:136. doi: 10.1186/s12920-019-0592-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Petanidis S., Anestakis D., Argyraki M., Hadzopoulou-Cladaras M., Salifoglou A. Differential Expression of IL-17, 22 and 23 in the Progression of Colorectal Cancer in Patients with K-ras Mutation: Ras Signal Inhibition and Crosstalk with GM-CSF and IFN-γ. PLoS ONE. 2013;8:e73616. doi: 10.1371/journal.pone.0073616. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Pylayeva-Gupta Y., Grabocka E., Bar-Sagi D. RAS oncogenes: Weaving a tumorigenic web. Nat. Rev. Cancer. 2011;11:761–774. doi: 10.1038/nrc3106. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Dong Z.-Y., Zhong W.-Z., Zhang X.-C., Su J., Xie Z., Liu S.-Y., Tu H.-Y., Chen H.-J., Sun Y.-L., Zhou Q., et al. Potential Predictive Value of TP53 and KRAS Mutation Status for Response to PD-1 Blockade Immunotherapy in Lung Adenocarcinoma. Clin. Cancer Res. 2017;23:3012–3024. doi: 10.1158/1078-0432.CCR-16-2554. [DOI] [PubMed] [Google Scholar]
  • 51.Murakami S., Shahbazian D., Surana R., Zhang W., Chen H., Graham G.T., White S.M., Weiner L.M., Yi C. Yes-associated protein mediates immune reprogramming in pancreatic ductal adenocarcinoma. Oncogene. 2017;36:1232–1244. doi: 10.1038/onc.2016.288. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Okayama H., Saito M., Oue N., Weiss J.M., Stauffer J., Takenoshita S., Wiltrout R.H., Hussain S.P., Harris C.C. NOS2 enhances KRAS-induced lung carcinogenesis, inflammation and microRNA-21 expression. Int. J. Cancer. 2013;132:9–18. doi: 10.1002/ijc.27644. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Fujiyoshi K., Yamamoto G., Takahashi A., Arai Y., Yamada M., Kakuta M., Yamaguchi K., Akagi Y., Nishimura Y., Sakamoto H., et al. High concordance rate of KRAS/BRAF mutations and MSI-H between primary colorectal cancer and corresponding metastases. Oncol. Rep. 2017;37:785–792. doi: 10.3892/or.2016.5323. [DOI] [PubMed] [Google Scholar]
  • 54.Jo P., König A., Schirmer M., Kitz J., Conradi L.-C., Azizian A., Bernhardt M., Wolff H.A., Grade M., Ghadimi M., et al. Heterogeneity of KRAS Mutation Status in Rectal Cancer. PLoS ONE. 2016;11:e0153278. doi: 10.1371/journal.pone.0153278. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Haigis K.M. KRAS Alleles: The Devil Is in the Detail. Trends Cancer. 2017;3:686–697. doi: 10.1016/j.trecan.2017.08.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Dias Carvalho P., Guimarães C.F., Cardoso A.P., Mendonça S., Costa Â.M., Oliveira M.J., Velho S. KRAS Oncogenic Signaling Extends beyond Cancer Cells to Orchestrate the Microenvironment. Cancer Res. 2018;78:7–14. doi: 10.1158/0008-5472.CAN-17-2084. [DOI] [PubMed] [Google Scholar]
  • 57.Bellio H., Fumet J.D., Ghiringhelli F. Targeting BRAF and RAS in Colorectal Cancer. Cancers. 2021;13:2201. doi: 10.3390/cancers13092201. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Waters A.M., Der C.J. KRAS: The Critical Driver and Therapeutic Target for Pancreatic Cancer. Cold Spring Harb. Perspect. Med. 2018;8:a031435. doi: 10.1101/cshperspect.a031435. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Chang S.H., Mirabolfathinejad S.G., Katta H., Cumpian A.M., Gong L., Caetano M.S., Moghaddam S.J., Dong C. T helper 17 cells play a critical pathogenic role in lung cancer. Proc. Natl. Acad. Sci. USA. 2014;111:5664–5669. doi: 10.1073/pnas.1319051111. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Dias Carvalho P., Machado A.L., Martins F., Seruca R., Velho S. Targeting the Tumor Microenvironment: An Unexplored Strategy for Mutant KRAS Tumors. Cancers. 2019;11:2010. doi: 10.3390/cancers11122010. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Zeitouni D., Pylayeva-Gupta Y., Der C., Bryant K. KRAS Mutant Pancreatic Cancer: No Lone Path to an Effective Treatment. Cancers. 2016;8:45. doi: 10.3390/cancers8040045. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Porru M., Pompili L., Caruso C., Biroccio A., Leonetti C. Targeting KRAS in metastatic colorectal cancer: Current strategies and emerging opportunities. J. Exp. Clin. Cancer Res. 2018;37:57. doi: 10.1186/s13046-018-0719-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Canon J., Rex K., Saiki A.Y., Mohr C., Cooke K., Bagal D., Gaida K., Holt T., Knutson C.G., Koppada N., et al. The clinical KRAS(G12C) inhibitor AMG 510 drives anti-tumour immunity. Nature. 2019;575:217–223. doi: 10.1038/s41586-019-1694-1. [DOI] [PubMed] [Google Scholar]
  • 64.Van Maldegem F., Valand K., Cole M., Patel H., Angelova M., Rana S., Colliver E., Enfield K., Bah N., Kelly G., et al. Characterisation of tumour microenvironment remodelling following oncogene inhibition in preclinical studies with imaging mass cytometry. Nat. Commun. 2021;12:5906. doi: 10.1038/s41467-021-26214-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Xie Y.-H., Chen Y.-X., Fang J.-Y. Comprehensive review of targeted therapy for colorectal cancer. Signal. Transduct. Target. Ther. 2020;5:22. doi: 10.1038/s41392-020-0116-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Ferrer I., Zugazagoitia J., Herbertz S., John W., Paz-Ares L., Schmid-Bindert G. KRAS-Mutant non-small cell lung cancer: From biology to therapy. Lung Cancer. 2018;124:53–64. doi: 10.1016/j.lungcan.2018.07.013. [DOI] [PubMed] [Google Scholar]
  • 67.Boussios S., Ozturk M., Moschetta M., Karathanasi A., Zakynthinakis-Kyriakou N., Katsanos K., Christodoulou D., Pavlidis N. The Developing Story of Predictive Biomarkers in Colorectal Cancer. J. Pers. Med. 2019;9:12. doi: 10.3390/jpm9010012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Liu S., Gönen M., Stadler Z.K., Weiser M.R., Hechtman J.F., Vakiani E., Wang T., Vyas M., Joneja U., Al-Bayati M., et al. Cellular localization of PD-L1 expression in mismatch-repair-deficient and proficient colorectal carcinomas. Mod. Pathol. 2019;32:110–121. doi: 10.1038/s41379-018-0114-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Gao G., Liao W., Ma Q., Zhang B., Chen Y., Wang Y. KRAS G12D mutation predicts lower TMB and drives immune suppression in lung adenocarcinoma. Lung Cancer. 2020;149:41–45. doi: 10.1016/j.lungcan.2020.09.004. [DOI] [PubMed] [Google Scholar]
  • 70.Adderley H., Blackhall F.H., Lindsay C.R. KRAS-mutant non-small cell lung cancer: Converging small molecules and immune checkpoint inhibition. EBioMedicine. 2019;41:711–716. doi: 10.1016/j.ebiom.2019.02.049. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Poon E., Mullins S., Watkins A., Williams G.S., Koopmann J.-O., Di Genova G., Cumberbatch M., Veldman-Jones M., Grosskurth S.E., Sah V., et al. The MEK inhibitor selumetinib complements CTLA-4 blockade by reprogramming the tumor immune microenvironment. J. Immunother. Cancer. 2017;5:63. doi: 10.1186/s40425-017-0268-8. [DOI] [PMC free article] [PubMed] [Google Scholar]

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