Abstract
KRAS, one of the RAS protein family members, plays an important role in autophagy and apoptosis, through the regulation of several downstream effectors. In cancer cells, KRAS mutations confer the constitutive activation of this oncogene, stimulating cell proliferation, inducing autophagy, suppressing apoptosis, altering cell metabolism, changing cell motility and invasion and modulating the tumor microenvironment. In order to inhibit apoptosis, these oncogenic mutations were reported to upregulate anti-apoptotic proteins, including Bcl-xL and survivin, and to downregulate proteins related to apoptosis induction, including thymine-DNA glycosylase (TDG) and tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL). In addition, KRAS mutations are known to induce autophagy in order to promote cell survival and tumor progression through MAPK and PI3K regulation. Thus, these mutations confer resistance to anti-cancer drug treatment and, consequently, result in poor prognosis. Several therapies have been developed in order to overcome KRAS-induced cell death resistance and the downstream signaling pathways blockade, especially by combining MAPK and PI3K inhibitors, which demonstrated promising results. Understanding the involvement of KRAS mutations in apoptosis and autophagy regulation, might bring new avenues to the discovery of therapeutic approaches for CRCs harboring KRAS mutations.
Keywords: KRAS mutations, cell death resistance, apoptosis, autophagy
1. Introduction
RAS proteins are a family of small monomeric guanosine triphosphatases (GTPases) that function as transducers of extracellular stimuli to intracellular signaling. RAS proteins regulate important cellular functions, including apoptosis, autophagy, cell proliferation, differentiation, gene expression, migration, invasion and tumor microenvironment (TME) [1,2,3,4,5].
The RAS family includes Harvey (H-)RAS, Kirsten (K-)RAS and Neuroblastoma (N-) RAS genes, which are the most frequent oncogenes and one of the most prevalent drivers of cancer. These three RAS genes encode four homologous proteins: HRAS, NRAS, KRAS4A and KRAS4B, whose structures and sequences are highly conserved. RAS isoforms share 85–90% sequence homology in the G-domain and diverge mainly at the C-terminal [6,7,8]. The G-domain contains G motifs, which bind directly to GDP or GTP, such as switch I and II and the P-loop. The C-terminal disparities are caused by post-translational modifications (PTMs) that specifically occur in a string of residues termed the hypervariable region (HVR), which is responsible for appropriate membrane localization, interaction and cellular trafficking of the proteins. Therefore, such C-terminal disparities result in different subcellular localization, that can be linked to variations in the diversity or amplitude of signaling [8,9]. In fact, KRAS has a polybasic region required for plasma membrane localization, whereas HRAS and NRAS are palmitoylated; therefore, they are more likely to localize into lipid rafts [9,10]. KRAS4A and KRAS4B are protein products generated through alternative gene splicing of the fourth exon of the KRAS gene, which determines the presence or absence of exon 4A. The alternative fourth exon encodes the HVRs responsible for membrane targeting. Thus, KRAS4A is palmitoylated, whereas KRAS4B is not, because it lacks a site of palmitoylation [11]. Additionally, KRAS4A is expressed at low levels, whereas KRAS4B (hereafter referred to as KRAS) is ubiquitously expressed and accounts for 90–99% of all KRAS mRNA forms [12,13].
Despite their high homology, the functions of RAS proteins also differ significantly and do not display redundant roles. This is particularly surprising since the regions of the proteins that interact with downstream effectors are identical to the three RAS isoforms. Therefore, their specific roles may be explained by various others factors, such as cellular context, differential interaction with effectors, compartmentalized signaling and PTMs [14].
Regarding oncogenic RAS mutations, they are found in approximately 30% of all human cancers and contribute to important aspects of the malignant phenotype, such as invasion, programmed cell death, deregulation of tumor-cell growth and the induction of new blood-vessels’ formation [3,15,16]. From all human cancers, RAS mutations are more frequently found in about 60–90% of pancreatic cancer cases, followed by approximately 30–50% of colorectal cancer (CRC) cases, and between a range of 20% and 30% of lung cancer cases [12,17].
1.1. The Oncogene KRAS
As a member of the human RAS family, the KRAS oncogene encodes a 21 kDa small GTPase, which functions as an on/off switch protein that alternates between an active GTP-bound and an inactive GDP-bound state, by cleaving the terminal phosphate of the nucleotide. The on/off state of KRAS is regulated by GTPase activating proteins (GAPs) and guanine nucleotide exchange factors (GEFs) (Figure 1). GAPs have a GTPase activity responsible for the inactivation of KRAS, through the hydrolysis of GTP. In turn, GEFs facilitate the activation of KRAS, forcing the release of bound GDP and allowing its replacement by GTP. In mammalian cells, KRAS is normally found in its inactive state—GDP-bound [4,18,19].
KRAS proteins are activated following the activation of different receptor tyrosine kinases (RTK), such as the epidermal growth factor receptor (EGFR) [12,16]. Upon ligand binding in the extracellular portion, RTKs dimerize, resulting in conformational changes that lead to the autophosphorylation of their intracellular carboxyl-terminal domain. Such phosphorylation stimulates the binding of proteins containing SH2 domains, also known as docking adaptor proteins, to the phosphorylated tyrosine residues, turning RTKs able to recruit GEFs. Grb2 is an example of an adaptor molecule that binds directly to RTKs, or through other adaptor proteins present on growth factor receptors, such as IRS. Grb2 associates to Sos1, which is a GEF, activating the KRAS-RAF-MEK-ERK-MAPK pathway [20,21]. GEFs interact and activate KRAS, promoting the dissociation of GDP and the binding of GTP [22,23,24]. KRAS, in a GTP-bound active state, transduces intracellular signals through other GTPases and kinases, thus linking the presence of extracellular growth factors to intracellular signaling cascades. There are several intracellular signaling cascades activated by KRAS (Figure 1) [25].
Once they are active, KRAS proteins transduce signals across the plasma membrane [12,16], stimulating several effectors by the recruitment and activation of proteins involved in the propagation of signaling from growth factors and other receptors [18,26].
The protein serine/threonine kinase rapidly-accelerated fibrosarcoma (RAF) was the first RAS effector to be characterized and is still the best known. Upon binding to KRAS-GTP, RAF proteins are relocated to the plasma membrane and activated, leading to the initiation of the mitogen-associated protein kinase (MAPK) cascade. This kinase phosphorylates and activates MAPK/ERK kinase (MEK), which subsequently phosphorylates and activates extracellular signal-regulated kinase (ERK). Downstream of this, ERK can regulate numerous transcription factors and cellular functions, such as cell cycle progression, proliferation, autophagy and apoptosis (Figure 1) [16,27].
In addition to the MAPK pathway, KRAS can interact with phosphatidylinositol 3-kinase (PI3K), whose activation leads to the phosphorylation of phosphatidylinositol-4,5-diphosphate (PIP2), resulting in the phosphatidylinositol-3,4,5-triphosphate (PIP3) production. This second messenger is able to recruit and activate a large number of proteins containing a pleckstrin homology domain, including phosphatidylinositol dependent kinase 1 (PDK1) and AKT, whose main downstream effector is a mammalian target of rapamycin (mTOR). Such proteins transmit signals regulating cell cycle progression, proliferation, apoptosis, autophagy, migration, invasion and glucose metabolism (Figure 1) [12,16,26,28].
Another important KRAS effector is RAL guanine nucleotide dissociation stimulator (RALGDS), which activates RAS-like (RAL) GTPases and has pro-survival functions and promotes the cell cycle progression. Additionally, KRAS interacts with T-lymphoma invasion and metastasis protein 1 (Tiam1), a Rho family GTPase, which is implicated in the development of RAS-driven tumors, growth transformation, promotion of cell survival, activation of the c-Jun amino-terminal kinase (JNK) mitogen-activated protein kinase and the activation of the NF-kB transcription factor [29]. RAS also binds to PLCε 44, a phospholipase C isoform responsible for the RAS-mediated production of the membrane lipid diacylglycerol (DAG), which results in calcium release and activation of the PKC signaling cascade involved in survival, proliferation, and calcium mobilization (Figure 1) [12,16,29,30].
The combined action of these signaling pathways regulated by this oncogene can lead to several features of malignant transformation, if cells express KRAS-activated mutants [16].
1.2. KRAS Mutations and Cancer
Of the three RAS isoforms, KRAS has the highest mutation rate (86%) and leads to a poor prognosis. Oncogenic KRAS mutations are a hallmark of cancer, being a very frequent event in many cancers, including pancreatic cancers (90%), CRCs (30–50%) and lung cancers, especially non-small-cell lung cancer (NSCLC) (15–20%). Such mutations are also present in endometrial cancer, biliary tract malignancies, cervical cancer, liver cancer, bladder cancer, breast cancer and myeloid leukemia [31,32,33].
KRAS mutations, featured by single base missense mutations, lead to alterations in the homeostatic balance of GTP and GDP binding, resulting in its constitutively GTP-bound active state, through the reduction in GTP hydrolysis or the increase in the rate of GTP loading. Thus, mutated KRAS is able to constitutively activate oncogenic pathways and cellular signal transduction [7,34,35,36]. Point substitutions in codons 12 and 13 are the most common oncogenic KRAS mutations, representing 90% of them. In addition, mutations occur less frequently in codons 61, 63, 117, 119 and 146 [32,37]. In detail, the hotspot KRAS-mutated codons 12 and 13 correspond to a glycine, and are positioned in the P-loop of KRAS protein, which is essential in maintaining its active form. In these codons, the replacement of glycine by other amino acids, except proline, prevents the arginine finger of GAPs from promoting hydrolysis of GTP [14,21,34,38,39]. Thus, the KRAS hotspot mutations result in insensitivity to GAPs increasing time in the GTP bound state [21,22,40,41,42,43,44,45]. In other words, these KRAS mutations prevent GAPs from promoting GTP hydrolysis, resulting in the constitutive activation of the KRAS protein and the downstream pathways [24,41,45,46]. Different amino acid substitutions activate different KRAS downstream signaling pathways and display different clonogenic growth potential and responses to targeted therapies. This happens because different mutations influence the way the interaction between KRAS and its effectors occurs [21,45]. Codon 12 mutations increase aggressiveness by the differential regulation of KRAS downstream pathways that leads to the inhibition of apoptosis, the enhanced loss of contact inhibition, and the increased predisposition to anchorage-independent growth. Codon 13 mutations lead to reduced transforming capacity compared to codon 12 mutations [43]. Alternatively, codon 61 substitutions activate KRAS through a similar mechanism, indicating the essential nature of codon 61 in KRAS deactivation [21]. This constitutively active KRAS protein contributes to cell proliferation, suppression of apoptosis, altered cell metabolism and changes in the tumor microenvironment, which leads to tumorigenesis, tumor maintenance, invasion and metastasis [2,24,46,47].
Generally, tumors harboring KRAS mutations present higher resistance to chemotherapy and EGFR-inhibitors-targeted therapy, including cetuximab and panitumumab, leading to a worse overall survival, especially in CRC [37,48].
In addition, the direct inhibition of KRAS has not presented successful results and efforts have been made to focus on targeting their downstream signaling proteins [49]. This is why it is so important to find the Achilles heel of mutated KRAS. KRAS is implicated in the regulation of crucial cellular processes that can prevent tumorigenesis, including apoptosis and autophagy [1,12]. However, there are still several unanswered questions regarding the role of KRAS mutations in autophagy and apoptosis regulation, and their regulation loop. Here, we aim to review the role of KRAS in processes, such as autophagy and apoptosis, and the influence of their mutations in apoptosis resistance. Furthermore, we aim to highlight the role of autophagy in cancer and how KRAS mutants modulate autophagy. We also intend to explore which therapies have been developed in order to target KRAS-induced cell death resistance.
2. KRAS Role on Apoptotic Cell Death
In most human cancer types, apoptosis evasion is an acquired trait, being one of the hallmarks of cancer [50,51]. Apoptosis is a programmed cell death process characterized by caspase activation and morphological features, such as nuclear fragmentation and chromatin condensation [52,53]. Its regulation includes the counterbalance between the pro- (eg., BAX, Bim, Puma, Bad) and anti-apoptotic (eg., Bcl-2, Bcl-xL, Mcl-1) members of the Bcl-2 family. These proteins control death signaling through the regulation of the permeabilization of the mitochondrial outer membrane. This is responsible for the release of apoptotic factors, including cytochrome c, which subsequently leads to caspases activation [54,55,56]. In human cancers, apoptosis resistance may be due to the downregulation of pro-apoptotic proteins and/or due to the overexpression of anti-apoptotic Bcl-2 family members. The loss of the TP53 tumor suppressor also constitutes a mechanism for apoptosis resistance and it is the most common one [50,51,57]. Therefore, tumor cells are able to create mechanisms for escaping cell death and, consequently, increasing therapy resistance, meaning that apoptosis induction is essential for tumor regression [58].
As a member of the human RAS family, the KRAS oncogene can modulate apoptosis, through the regulation of the downstream effector pathways. The regulation of apoptosis via RAS proteins results in cell survival, mainly through the activation of the PI3K pathway. RAS can bind to and activate PI3K, resulting in AKT activation. AKT is responsible for the phosphorylation of many substrates involved in the regulation of apoptosis. This protein leads to the inhibition of Bad, a pro-apoptotic protein from the Bcl-2 family, preventing the inhibition of the anti-apoptotic proteins Bcl-2 and Bcl-xL [12,59,60]. The activity of caspase 9 and the forkhead-box transcription factors (Fox) are equally inhibited by AKT, resulting in survival. Furthermore, PI3K can activate Rac, which consequently activates another essential transcription factor, the Nuclear Factor-kB (NF-kB). This factor is involved in the production of survival signals, as it promotes the transcription of several anti-apoptotic genes, including inhibitors of apoptotic proteins (IAPs). In addition, Rac can be activated and lead to the activation of NF-kB through Tiam 1, and AKT can phosphorylate and activate the IkB kinase (IKK), thus stimulating NF-kB [59,61,62]. Furthermore, the induction of the MAPK pathway contributes to the control of apoptosis, mostly converging to the same targets as the PI3K pathway [12,59]. Through MEK activity, RAS leads to a downregulation of Par-4, a pro-apoptotic protein [63]. This pathway can also modulate the expression levels of manifold proteins that belong to the Bcl-2 family, leading to the downregulation of the pro-apoptotic member Bim, and to the upregulation of anti-apoptotic proteins, including Bcl-2, Mcl-1 and Bcl-xL [58,64,65,66]. To help the escaping apoptosis, RAS interacts with Bcl-2, one of the best described RAS effectors, resulting in the upregulation of this anti-apoptotic protein (Figure 2) [67].
In contrast, RAS proteins are demonstrated to engage with proapoptotic signaling pathways. The RASSF family of tumor suppressors are the best known proapoptotic RAS effectors [59,68]. RASSF1 and Nore 1 positively regulate RAS-mediated apoptosis. These proteins form homo- and heterodimers and regulate the activity of the serine-threonine kinase Macrophage Stimulating 1 (Mst1). This protein functions as a cleavage target of caspase-3 and stimulates caspase-3 activation. Thereby, RAS binds to RASSF1/Nore/Mst1 complex to induce apoptosis (Figure 2) [59,69,70].
Regarding KRAS specifically, the literature is scarce. Rebollo, Pérez-Sala and Martínez-A (1999) have demonstrated that this oncogene interacts with the anti-apoptotic protein Bcl-2. In addition, after being phosphorylated by PKC, KRAS can be associated with Bcl-xL in the outer mitochondrial membrane, where it may stimulate apoptosis [54]. However, the role of mutated KRAS in the regulation of the Bcl-2 family proteins is poorly understood.
Impact of KRAS Mutations in Resistance to Apoptosis
Oncogenic KRAS mutations confer resistance to apoptotic stimuli, resulting in anticancer drug treatment resistance and poor prognosis. Therefore, activated KRAS is essential to tumor maintenance, as its removal results in apoptosis [59,71]. Previous studies have demonstrated that KRAS knockdown results in apoptotic cell death in several KRAS-mutant tumor-derived cell lines, showing that some cancer cells require KRAS to maintain viability [72,73].
In addition, mutated KRAS induces an upregulation of anti-apoptotic Bcl-xL expression, that was modulated by the downstream ERK, in CRC cells. This constitutes a mechanism of apoptosis resistance in KRAS mutant CRC [57]. In contrast, KRAS knockdown decreases Bcl-xL expression [71].
Moreover, ERK activation can induce the expression of the anti-apoptotic proteins, including Bcl-2, Bcl-xL and Mcl-1, promoting survival [66]. In fact, in pancreatic tumor cells, the ERK pathway which is continuously activated by KRAS mutations, confers resistance against apoptosis and regulates the progression of these cells in the cell cycle [66]. Thus, oncogenic KRAS leads to an increased cell proliferation, resulting in carcinogenesis [48].
Besides Bcl-2 family proteins, oncogenic KRAS is associated with the resistance to apoptosis induced by tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL). This member of the TNF family is involved in apoptosis induction through the binding to its transmembrane death receptors [74]. As these receptors are more abundant on the surface of cancer cells and absent in most normal cells, previous reports show that TRAIL can induce apoptotic cell death in lung and pancreatic cancer cells [75,76]. However, the KRASG12D mutation confers resistance to TRAIL-induced apoptosis in pancreatic and lung cancer cell lines. In addition, an inability to induce downstream apoptosis pathways was noted [74].
Furthermore, the mutant KRAS is involved in regulation of survivin stability. This protein is one of the members of the IAP family, whose function is associated with cell cycle progression and apoptosis inhibition [77,78,79]. Survivin levels in normal cells are very low or absent, whereas in cancer cells, very high levels are observed. Interestingly, KRAS depletion leads to a decrease in survivin levels in cancer cells harboring KRAS mutants, but not wild-type KRAS. This process occurs through the induction of ubiquitination and proteasomal degradation of this IAP protein, by KRAS. In addition, survivin depletion compromises the ability of oncogenic KRAS to promote invasion, anchorage-dependent growth and survival. Therefore, a KRAS-driven malignant transformation can be dependent on high levels of survivin [78].
Suppression of apoptosis by KRAS mutations can also be associated with the downregulation of thymine-DNA glycosylase (TDG). This protein has a crucial role in DNA demethylation, and can restore the sensitivity to apoptosis, through the recruitment of the histone lysine demethylase JMJD3 to Fas promoter. Downregulation of TDG is verified in pancreatic cancer cells with KRAS mutations, in contrast to those expressing the wild-type isoform of KRAS. Furthermore, TDG expression levels are restored after KRAS knockdown [80,81].
In addition, oncogenic KRAS can affect the expression of the microRNA 200 (mir-200) family, which comprises five members: mir-200b, mir-200 a, mir-429, mir-200c and mir-141 [82,83]. This microRNA family is involved in apoptosis regulation and their expression levels are deregulated in tumor cells. Downstream effectors of KRAS, JUN and SP1, through the RAF/MEK/ERK pathway, are involved in mir-200 inhibition, thus repressing its function as a tumorigenesis suppressor. Moreover, mir-200 can directly repress the anti-apoptotic protein Bcl-2 by abrogating the resistance to apoptosis induced by KRAS [82,83]. These small non-coding RNAs are associated with the induction of pro-tumor autophagy pathways [1,84]. Interestingly, mir-200b is also involved in autophagy regulation [85]. Pan and co-workers observed a negative correlation between mir-200b and autophagy-associated gene 12 (ATG12) and that mir-200b downregulated ATG12, inhibiting autophagy [85]. In addition, mir-200c-3p overexpression induces autophagy through the activation of light chain-3 (LC3)-II and the formation of autophagosome in PC-3 prostate cancer cells [86]. Thus, the mir-200 family is a clear example of the complex signaling network that connects the KRAS oncogene with a diversity of cellular processes and proteins, such as apoptosis and autophagy.
Overall, we conclude that mutated KRAS-induced resistance to apoptosis is a result of a complex signaling network that connects this oncogene with a diversity of cellular processes and proteins.
3. Role of Autophagy in Cancer
Autophagy is a catabolic process that involves the engulfment of intracellular components from cytosol to lysosome or vacuole, in animal cells or in yeast and plant cells, respectively, for their degradation. Autophagy is crucial for homeostasis and is not only important for the disposal of damaged proteins and organelles, but also constitutes an adaptive response to several stresses, providing energy and nutrients [85,87,88]. In mammalian cells, this “self-eating” process begins in the cytosol with the formation of a double-membrane autophagosome. The process of autophagosome formation is regulated by several proteins, including Beclin-1 and autophagy related genes (ATGs). After autophagosome maturation, which includes the fusion with a lysosome, forming an autolysosome, and/or with an endosome, forming an amphisome, the degradation of vesicle contents occurs through lysosomal hydrolases. The resulting molecules are recycled through permeases [87,89].
In cancer cells, autophagy plays an ambiguous role—evasion of cell death, favoring stress adaptation, or cell death, destructing the cell—depending on context and tumor cell specificity. Thereby, autophagy can be involved in both tumor prevention and in tumor initiation or promotion [90,91]. Several factors can stimulate autophagy to promote cell survival, including glucose and oxygen deprivation, amino-acid starvation, cytotoxic cellular damage and growth-factor withdrawal [92]. Under nutrient-deprived conditions and hypoxia, autophagy can provide oxygen and nutrients through the recycled cellular components, promoting survival. Therefore, in solid tumors, cells that are centrally located lack access to oxygen and nutrients and present increased levels of autophagy [91]. This means that energy and glucose depletion are activators of autophagy to promote survival [1]. Consistent with this, in tumor cells defected in apoptosis, this mechanism increased survival. Furthermore, this mechanism plays an important role in invasion, motility, proliferation and metastasis [52]. In contrast, in the early stages of tumor development, autophagy can prevent tumor formation and act as a tumor suppressor, by limiting genome instability, inflammation and tissue damage. In this case, its inhibition and defects on this process are associated with the continuous growth of pre-malignant cells and increased tumorigenesis [90,93]. Because of this, it appears that autophagy inhibits tumor progression in the early stage and helps the tumor growth in late stages where the metabolic demands are higher. To confirm this, previous studies demonstrated that, under starvation conditions, autophagy and mutated KRAS contribute to CRC cell survival. Furthermore, inhibiting glycolysis and oxidative phosphorylation may induce autophagy in KRAS-mutant human CRC cell lines, as a pro-survival process [1,94].
The role of autophagy can also differ between the different cancer cell types. In breast cancer, autophagy is activated to maintain amino acid levels under nutrient starvation conditions. In turn, in CRC cells, this process is crucial for growth and proliferation, even under conditions of available nutrients [95]. Furthermore, the involvement of key regulators of autophagy can differently influence cancer cell fate, also depending on cancer type. Beclin-1 expression can be related to tumor suppression, having an inhibitory role on cell proliferation in several cancer types, including hepatocellular carcinoma, tongue squamous cell carcinoma, lung cancer, breast cancer, cervix cancer, CRC, pancreatic cancer, glioblastoma and squamous cell carcinoma [96]. In contrast, Beclin-1 can promote tumorigenesis in a context dependent manner, as its complete knockout in triple negative breast cancer cells leads to cell cycle arrest, resulting in impaired tumor growth [96,97]. ATGs are also relevant in human cancers as mutations in these genes are found in gastric cancer, CRC and hepatocellular carcinoma. Such mutations lead to autophagy deregulation and cancer development [84].
Overall, autophagy is an issue to be concerned as a potential mechanism of resistance to anticancer agents, as it aids in the response of tumor cells to cellular stress and/or increased metabolic demands [1].
Modulation of Autophagy by KRAS Mutations
In normal cells, RAS proteins are involved in autophagy regulation mainly through the PI3K/AKT pathway, which controls mTOR expression and suppresses the autophagic process. In addition, RAS proteins can regulate the expression levels of the key regulator of autophagy, Beclin-1, decreasing it and inhibiting autophagy. Oppositely, RAS can lead to autophagy induction through the MAPK pathway, which is activated by amino acid starvation in CRC [12,86,98], and through the increase in the expression of essential constituents of the autophagy machinery, including ATG5 [99].
Regarding RAS-driven cancer cells, they generally present high levels of autophagy, to preserve the mitochondrial function [100]. RAS-induced autophagy can support the adaptation of cancer cells to the challenging microenvironment through the supply of energy and nutrients, promoting cell survival [1,101]. Additionally, in the presence of mutated RAS, autophagy may induce an adhesion-independent transformation and stimulate glycolysis (Figure 3). Furthermore, autophagy is essential in RAS-driven transformations, and tumor cells with mutated RAS are particularly dependent of this mechanism [17,102]. More specifically, the mutation KRASG12V was described as contributing to the upregulation of autophagy and, consequently, cell proliferation [90,100,102].
On the other hand, some reports have shown that knockdown of autophagy in cells with oncogenic RAS may promote tumor growth, which supports the idea that RAS-driven autophagy also leads to cell death [103]. Moreover, the activation of MAPK pathways leads to the upregulation of a member of the Bcl-2 family, Bcl-2/adenovirus E1B 19 kDa protein-interacting protein 3 (BNIP3), which induces autophagy and promotes CRC cell death [104]. Oncogenic RAS can also induce autophagic cell death, through the upregulation of Beclin-1 and Noxa, a BH3-only protein, member of the Bcl-2 family. Noxa or Beclin-1 silencing increases cell survival and decreases RAS-induced autophagy. Through this mechanism, the oncogenic potential of mutated RAS is reduced [105]. In CRC, autophagy can promote cell survival under starvation conditions and cell lines harboring RAS mutations have high levels of autophagy [1,85,106]. Previous studies reported that, under nitrogen starvation conditions, the expression of activating KRAS mutations increases Atg8p levels in yeast, which is an autophagic marker. Consistently, KRAS-induced autophagy supports the survival of CRC-derived cells exposed to stressful conditions, such as the limitation of nutrients [1]. Moreover, KRAS-induced autophagy is mediated through an upregulation of the MAPK pathway and downregulation of the PI3K/AKT pathway, known to activate the autophagy inhibitor mTOR (Figure 3) [1,103].
Regarding pancreatic ductal adenocarcinoma, autophagic flux present in these cells can be involved in tumor maintenance as KRAS-mutant cells demonstrate high basal levels of autophagy [107,108]. Remarkably, mutant KRAS suppression leads to an increased autophagic flux rather than decreased basal levels, and the chronic ablation of KRASG12D results, in mouse pancreatic ductal carcinoma cells, in more dependence on autophagy. In addition, ERK inhibition has the same phenotypic effect of KRAS suppression, resulting in autophagy stimulation. This enhanced effect of autophagy increases autophagosome flux, and the transcription of autophagy-related genes leads to activation of AMPK and Beclin-1 and downregulation of the mTOR pathway [107].
In a KRASG12D-driven NSCLC mouse model, ablation of ATG7 leads to a suppression of proliferation, thus decreasing tumor growth. Furthermore, ATG7 deficiency results in an accumulation of defective mitochondria and affects tumor fate, as adenomas and carcinomas become more benign oncocytomas. These results corroborate the concept that autophagy promotes tumor growth in KRAS-driven cancers [109,110].
Overall, KRAS mutations induce autophagy to promote survival and tumor progression. Thus, inhibition of KRAS or autophagy could be a promising therapeutic strategy for tumor cells harboring KRAS mutations. In fact, co-targeting autophagy and the MAPK pathway may be a potential therapeutic approach for KRAS-mutant cancers [109,111].
4. The Autophagy/Apoptosis Regulation Loop
Several studies reported the existence of a crosstalk between apoptosis and autophagy, because apoptosis regulators are also involved in the control of autophagy and both processes are often activated together to respond to stress stimuli (Figure 4) [112,113].
Members of the Bcl-2 family proteins may have influence in autophagy regulation. Beclin-1 has a BH3 domain that binds to the BH1-BH2 domains of Bcl-2, Bcl-xL or Mcl-1 [85]. This interaction results in autophagy inhibition and is not obligate, as it only occurs in certain conditions, when there are abundant nutrients [85,114,115]. Under nutrient starvation conditions, Bcl-2 is phosphorylated by JNK1, preventing its binding to Beclin-1, allowing the initiation of autophagosomes formation [116]. Furthermore, Bcl-2 and Bcl-xL stimulate a cytoprotective autophagy, a role that is independent from BAX, and, in apoptosis-deficient cells, an overexpression of Bcl-2 may potentiate autophagy. Remarkably, these anti-apoptotic proteins may have anti or pro-autophagic functions. In addition, Bcl-xL and ATG7 may belong to the same signaling pathway, because the downregulation of this anti-apoptotic protein is balanced by ATG7 [85]. BAX seems to have a negative influence on autophagy, which is dependent on caspase-3 activity, as it leads to Beclin-1 cleavage. In turn, this cleaved autophagic protein stimulates apoptosis, increasing the release of cytochrome c. Furthermore, BAX inhibits the autophagosome synthesis, a process that can be reverted by Bcl-xL (Figure 4) [117,118].
In addition, some perturbations in the apoptotic machinery may induce autophagic cell death. The inhibition of caspase or cysteine proteins results in the blockade of apoptosis and consequently in autophagic cell death. Furthermore, the knockdown of the pro-apoptotic proteins BAX and BAK has the same consequence [112]. Remarkably, in the absence of these pro-apoptotic proteins, the expression levels of Bcl-2, Bcl-xL and Mcl-1 have no effect on autophagy. However, in the presence of BAX and BAK, the inhibition of such anti-apoptotic Bcl-2 family members leads to autophagy stimulation, which is associated with increased apoptotic cell death. Therefore, the pro-survival Bcl-2 family members influence the autophagic process indirectly, through the activation of BAX and BAK (Figure 4) [119].
Regarding ATG genes, these may regulate the interaction between autophagy and apoptosis. Calpain-cleaved ATG5 and Bcl-2 interaction facilitates apoptosis. Moreover, ATG7 suppression leads to autophagy inhibition, suppression of caspase activation and decreased cell death. Therefore, in apoptosis-deficient cells, the downregulation of ATG7 and ATG5 may suppress cell death [113,120]. The conjugation ATG12-ATG3 can also regulate apoptosis, as its disruption may result in increased Bcl-2 expression, suppression of cell death and mitochondrial mass expansion [120]. Moreover, overexpression of ATG1 can stimulate autophagy in Drosophila melanogaster, and autophagy activation inhibits cell growth and leads to apoptotic cell death (Figure 4) [121].
Furthermore, p53, a known activator of apoptosis, can regulate autophagy and its cellular localization influences its effect on autophagy [112,120]. TRAIL, a classic ligand involved in apoptosis induction, may also induce autophagy, in a model of lumen formation in mammary acini. In contrast, TNF-α can both induce and repress autophagy. Induction of autophagy occurs in Ewing sarcoma cells lacking NF-kB expression, leading to ROS-dependent Beclin-1 overexpression and induction of apoptosis. Furthermore, in the absence of NF-kB activation, knockdown of ATG genes decreases apoptosis induced by TNF-α. On its turn, NF-kB activation results in autophagy suppression in TNF-α-treated Ewing sarcoma cells, which is correlated with NF-kB-mTOR activation (Figure 4) [122].
Autophagy and apoptosis can also interact at the level of the signaling pathways. AKT and ERK activate pathways that influence apoptosis and autophagy, including Bcl-2 family members and mTOR [113]. Upstream activators of mTOR mediate its activity in a caspase-dependent manner [120].
In conclusion, there is a crosstalk between autophagy and apoptosis, but they establish different types of interplay. Autophagy can play an anti- or a pro-apoptotic role, depending on the cellular context [113,122]. However, the precise mechanisms that regulate this crosstalk remains to be elucidated.
5. Therapies Targeting KRAS-Induced Cell Death Resistance
Despite the well-recognized importance of KRAS in cancer and the extensive efforts to develop therapies against its mutant, KRAS has been considered to be undruggable [32,123]. Firstly, KRAS mutations were identified as a predictive biomarker for anti-EGFR therapy inefficacy [123,124]. Although EGFR antibodies bind to EGFR with high specificity, mutations in downstream cascade, including KRAS, lead to the constitutive activation of the intracellular signaling pathway, independently of the stimulation via EGFR. Thus, in such a situation, it is redundant to inhibit this receptor [124,125]. Nevertheless, EGFR stimulates the PI3K pathway, leading to autophagy inhibition. Therefore, anti-EGFR therapy can induce autophagy. Panitumumab was reported to increase Beclin-1 protein levels, which probably constitutes a protective mechanism. Patients treated with cetuximab present increased levels of autophagy-related proteins. Moreover, autophagy activation through anti-EGFR agents can be related to a cytoprotective role in solid tumors and several cancer cell lines [126,127,128].
Nowadays, several therapies have been developed in order to directly or indirectly target KRAS, through downstream signaling pathways blockage, KRAS synthetic lethal interactors, KRAS plasma membrane association inhibitors, post-translational modifications, KRAS-regulated metabolic processes, KRAS-mediated inflammation and immunotherapy (Figure 5) [32,129,130,131,132,133,134,135,136].
Inhibitors that directly target KRAS mutations overall were considered “mission impossible”, due to KRAS’ picomolar affinity to GTP and high intracellular GTP concentration [32,137]. In fact, the difficulties to target the GTP binding pocket, as well as the lack of well-defined hydrophobic pockets on the RAS protein surface, fail to obtain effective small molecules that directly bind to the KRAS GTP-binding site [32,137]. However, the discovery that KRASG12C mutation has cysteines in its active sites, which are not present at wild-type or other mutated KRAS, enables that this mutation may be specifically inhibited by covalently targeting its active site of cysteines [138]. Thus, a novel direct inhibition of mutated KRAS emerges as one of the most promising strategies that specifically bind in a covalent and irreversible way to the mutated KRASG12C, and favor KRAS-GDP state over GTP, due to the decrease of affinity in RAS for GTP compared with GDP [32,123,125,135,136,137]. These phenomena inhibit not only RAF binding but also downstream signaling pathway activation, decreasing viability and increasing apoptosis of cancer cells harboring KRASG12C mutations [123,125,135,136]. Several inhibitors have already been developed, such as ARS-853, ARS-1620, AMG-510 (Sotorasib) and MRTX849 (Adagrasib), with AMG-510 and MRTX849 being the first ones to enter the clinic for non-small cell lung cancer (NSCLC) (Figure 5) [32,123,125,137]. Unfortunately, although KRASG12C targeting has a high relevance on lung cancer due to its high incidence, it has a marginal impact in CRCs in which the mutation has a low incidence compared with KRASG12D (11%), KRASG13D (7%) and KRASG12V (7%) (versus KRASSG12C (4%)) [125]. Thus, it is imperative to target other KRAS mutations [138].
The downstream signaling pathways blockage, in particular the MAPK and PI3K pathways, have been also explored. Although MEK inhibitors are demonstrated to be effective in blocking MEK activation via RAF-mediated phosphorylation, unexpectedly, this target therapy results in the activation of the other arm of RAS signaling, particularly PI3K [139]. In its way, RAS-transformed human cells sustain their tumorigenic activity through the PI3K pathway [139]. In pancreatic ductal adenocarcinoma, several studies show that combining an MEK inhibitor, such as AZD6244, with PI3K inhibitor BKM120 or GDC0941, results in increased apoptosis, especially in pancreatic cell lines resistant to single agents [139]. Additionally, some ERK inhibitors (BVD-523 and LY3214996) combined with nab-paclitaxel and gemcitabine (nucleoside analog) are currently under evaluation in phase I clinical trials, in pancreatic ductal adenocarcinoma [130]. The combination of MEK inhibitor (trametinib) with nab-paclitaxel results in an increased expression of apoptosis-related proteins, including cleaved caspase-3 and cleaved PARP-1, in pancreatic cancer models [140]. In CRC cells, targeting PI3K/mTOR signaling through its inhibitor NVP-BEZ235 also seems to be an effective strategy, as it induces growth inhibition and apoptosis through the upregulation of Bim expression (Figure 5). This inhibitor has also shown effectiveness in other types of cancer, including breast cancer, multiple myeloma, and sarcoma [141,142]. In contrast, in NSCLC cells, the development of resistance to MEKi-PI3Ki therapy was observed. However, combining this therapy with Bcl-2 family proteins inhibitors, such as ABT-263 (navitoclax), may be an useful strategy, as an apoptosis stimulation was verified [58]. Furthermore, combinatory strategies to enhance the apoptotic activity of Rafi-MEKi-ERKi and to overcome the ineffectiveness and toxicity of single agent pharmacological inhibition have been explored. The most potent combination seems to be the treatment using a pan-RAFi together with an ERK-selective inhibitor (RAFi/ERKi). Interestingly, this strategy abrogates the strong induction of compensatory signaling that can drive to the ERK reactivation, causing cell cycle arrest and apoptosis, impaired metabolism and loss of MYC-, E2F- and FRA1-dependent transcriptomes. The same strategy was also investigated in CRAF mutant melanoma, specifically with BRAFi/MEKi therapy, and is now approved in the clinic. It was observed that this combinatory strategy delays resistance and reduces toxicity comparing with single-agent treatment alone. The same was also observed in the RAFi/MEKi strategy [143]. The inhibition of the downstream transcription factor Fos-like antigen 1 (FOSL1) also seems to be a promising target in KRAS mutant lung and pancreatic cancers [32]. Furthermore, the inhibitor of mTOR, AZD8055, combined with the dual BCL-XL/BCL-2 inhibitor, ABT-263, demonstrates promising results (Figure 5). This approach induces robust apoptosis in KRAS mutant human CRC cell lines, but not in KRAS wild-type CRC models. Additionally, tumor regression is also observed in KRAS mutant CRCs in vivo both in human xenografts and in wild-type (APC/p53) genetically-engineered mouse models (GEMMs) of CRC [144].
An alternative approach is the KRAS synthetic lethal interactors that are based on the targeting of co-dependent vulnerabilities or synthetic lethal partners that are essential for KRAS oncogenesis [135]. Thus, several efforts have been made in order to identify these secondary targets whose loss of function would be uniquely lethal in the presence of mutant KRAS, but not in the presence of wild-type KRAS [32,137,139]. SCR homology region 2-containing protein 10 tyrosine phosphatase 2 (SHP2) was identified as one synthetic lethal interaction partner by screening methods using siRNA, shRNA, RNAi and CRISPR library screens [137]. It was observed that its inhibition induces the vulnerability of KRAS mutant in NSCLC [137].
Regarding KRAS plasma membrane association inhibitors and KRAS post-translational modifications, both intend to modulate KRAS membrane association and their biological activation. Therefore, farnesyl-transferase inhibitors (FTI) were developed in order to prevent prenylation of the CAAX cysteine, which is required for oncogenic transformation [32,134]. Although a large number of highly effective FTIs have been identified, phase I and II trials demonstrate poor clinical efficacy [32,134,136]. In fact, KRAS4B can also be modified by geranylgeranyl transferase (GGT), supporting KRAS bioactivity when farnesylation is impaired [32,136]. Thus, FTI and GGT combined therapy has been explored. However, besides the efficacy of combined therapy in reducing KRAS-driven lung tumorigenesis in mice, high toxicity in normal tissues was also observed (Figure 5) [32,136].
Due to recent findings that oncogenic KRAS can promote a metabolic reprogramming of tumor cells, several attempts to target KRAS-regulated metabolic process have also been developed [32]. In fact, KRAS mutant colon tumors are demonstrated to be associated with an increased expression of glutamine and glycolytic metabolic proteins, while KRAS mutant pancreatic tumor showed reprogrammed glutamine metabolism [32]. However, these strategies have been tested in pre-clinical cancer models and still need clinical validation, such as AZD2965, a MCT-1-specific inhibitor that blocks the lactate efflux and, consequently, its toxic accumulation in tumor cells inhibits pancreatic tumor growth [32,139]. It was already reported that inhibition of the MAPK pathway, through inhibitors against KRASG12C, ERK and MEK, promotes increased autophagy levels. Due to this observation, several studies are testing the inhibition of autophagy with hydroxychloroquine in combination with inhibitors of the MAPK pathway, and promising results in preclinical models of pancreatic ductal adenocarcinoma and NRAS-mutant melanoma were achieved. Indeed, the therapy with hydroxychloroquine plus trametinib (MEK inhibitor) is under evaluation in patients with pancreatic ductal adenocarcinoma and metastatic melanoma, in a phase II clinical trial [138,145]. The efficacy of this autophagic inhibitor has also been investigated, in a phase I/II clinical trial, in combination with binimetinib (MEK inhibitor), ulixertinib (ERK inhibitor) and gemcitabine, in pancreatic cancer and gastrointestinal adenocarcinomas [145,146]. Furthermore, chloroquine was tested in clinical trials in patients with pancreatic cancer, having favorable results, as the blockage of autophagy and the impairment of tumor growth were observed [147,148].
Targeting immune-checkpoint molecules, such as programmed cell death 1 (PD-1), programmed cell death ligand 1 (PD-L1) and cytotoxic T-lymphocyte-associated protein 4 (CTLA-4), has also demonstrated to be one of the most promising cancer treatments, with positive results in KRAS-mutated cancers [133,134]. In lung cancer, anti-PD-1/PD-L1 therapies have already been approved, as in advanced-stage NSCLC patients, monoclonal antibodies that target PD-1 and its main ligand PD-L1 have shown survival increments [129,149]. Contrarily, anti-CTLA-4 therapy did not present encouraging results in lung carcinoma [133]. In CRC, anti-PD-1/PD-L1 therapy, such as pembrolizumab, has also been approved in a subgroup of patients, namely mismatch repair deficient (dMMR) ones, which present higher PD-L1 expression when compared with MMR proficient (pMMR) carcinomas [125,133,150,151,152]. In addition, nivolumab is also an FDA approved PD-blocker with good results in dMMR and MSI-H metastatic CRC [152]. In pancreatic cancer, immunotherapy is not included in the clinical guidelines due to the limited clinical success in this type of cancer [133,136]. It was already described that immune-checkpoint inhibitors, as well as anti-EGFR antibodies, trigger autophagy in BRAFV600E CRC cells, being appointed as a potential resistance mechanism to these agents [153]. Thus, co-targeting autophagy seems to be a promising approach to overcome resistance issues [153]. In fact, Koustas and co-workers [153] verified that the co-inhibition of immune-checkpoints, EGFR and autophagy attenuated tumor growth. However, neither immune-checkpoint inhibitors nor anti-EGFR antibodies, alone or in combination, triggered autophagy in MSI-H CRC cell line HCT116 harboring KRASG13D mutation. Moreover, the co-target of autophagy and MEK, alone or in combination with immune-checkpoint inhibitors or with anti-EGFR antibodies, also had no effect on the death of HCT116 cells. In conclusion, anti-EGFR antibodies and immune-checkpoint inhibitors can trigger autophagy in mutated BRAF, but not in mutated KRAS CRC cells [153].
In conclusion, several strategies have been developed in order to target KRAS mutations (Table 1). Combined strategies are shown to be the most successful because of the redundancy of the signaling pathways. However, the cancer type and tumor cells mutations influence the efficacy of the cancer treatment.
Table 1.
Target/Biomarkers | Therapies | Impact on Cell Death Processes |
---|---|---|
KRASG12C mutation | KRASG12C inhibitors (ARS-853, ARS-1620, AMG-510 and MRTX849) [32,123,125,137] | Apoptosis Induction |
MEK and PI3K | MEK inhibitor (AZD6244) with PI3K inhibitor (BKM120 or GDC0941) [139] | Apoptosis Induction |
MEK | MEK inhibitor (trametinib) with Chemotherapy (nab-paclitaxel) [140] | Apoptosis Induction |
PI3K/mTOR | Dual PI3K-mTOR inhibitor (NVP-BEZ235) [141,142] |
Apoptosis Induction |
RAF/ERK | pan-RAFi with an ERK-selective inhibitor [143] | Apoptosis Induction |
mTOR and BCL-XL/BCL-2 | mTOR inhibitor (AZD8055) with the dual BCL-XL/BCL-2 inhibitor, (ABT-263) [144] | Apoptosis Induction |
MEK | Autophagy inhibitor (hydroxychloroquine) with MEK inhibitor (trametinib) [138,145] | Autophagy Inhibition |
MEK | Autophagy inhibitor (hydroxychloroquine) with MEK inhibitor (binimetinib) [145,146] | Autophagy Inhibition |
ERK | Autophagy inhibitor (hydroxychloroquine) with ERK inhibitor (ulixertinib) [145,146] | Autophagy Inhibition |
Mutated KRAS | Autophagy inhibitor (hydroxychloroquine) with KRAS inhibitor (gemcitabine) [145,146] | Autophagy Inhibition |
PD-1/PD-L1 | Anti-PD-1/PD-L1 monoclonal antibodies [125,133,150,151,152] | Autophagy Induction |
6. Conclusions
Oncogenic KRAS mutations can regulate important cellular functions involved in malignant transformations through their downstream signaling pathways, including apoptosis and autophagy. The connection between mutated KRAS and a diversity of proteins involved in the apoptotic process regulation results in cell death resistance. This interaction promotes an upregulation of the anti-apoptotic proteins and a downregulation of the pro-apoptotic ones. KRAS mutations also have a crucial role in autophagy stimulation to induce cell survival and tumor progression. However, the role of mutated human KRAS in apoptosis and autophagy regulation is not well understood. Considering the high incidence of KRAS mutations and the poor prognosis associated with them, it is urgent to find new approaches for the treatment of cancers harboring KRAS mutations, and elucidating KRAS mutations involvement in apoptosis/autophagy regulation may contribute to such an aim.
To summarize, in this review we describe the state of the art role of KRAS in apoptosis and autophagy regulation, highlighting the downstream signaling pathways involved, the regulation loop of both processes and how KRAS mutations can induce apoptosis resistance and modulate autophagy. In cancer cells, KRAS mutations are able to influence the expression levels of a diversity of proteins involved in apoptosis regulation and can also stimulate autophagy in order to favor cell survival and tumor progression. These abilities conferred by KRAS mutations constitute an obstacle to anti-cancer therapies, leading to intensive efforts to develop new strategies to directly or indirectly target KRAS. In this review, it is described which new therapies have been developed in order to target KRAS-induced cell death resistance, expecting to bring new avenues to the discovery of novel therapeutic approaches for CRC, based on the involvement of KRAS mutations in apoptosis and autophagy regulation.
Author Contributions
Conceptualization, A.P. and M.J.S.; writing—original draft preparation, A.F. and F.P.; writing—review and editing, C.R., M.J.O., M.J.S. and A.P.; visualization, C.R., M.J.O., M.J.S. and A.P.; supervision, C.R., M.J.O., M.J.S. and A.P.; project administration, A.P.; funding acquisition, C.R., M.J.O., M.J.S. and A.P. All authors have read and agreed to the published version of the manuscript.
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.
Funding Statement
This work was financed by the Portuguese Foundation for Science and Technology (Fundação para a Ciência e a Tecnologia, FCT) through two PhD grants, SFRH/BD/142486/2018 and SFRH/BD/140137/2018, attributed to A.F. and F.P, respectively. A.P. acknowledges 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.
Footnotes
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References
- 1.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]
- 2.Smith G., Bounds R., Wolf H., Steele R., Carey F., Wolf C. 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]
- 3.Leung E.L.H., Luo L.X., Liu Z.Q., Wong V.K.W., Lu L.L., Xie Y., Zhang N., Qu Y.Q., Fan X.X., Li Y., et al. Inhibition of KRAS-dependent lung cancer cell growth by deltarasin: Blockage of autophagy increases its cytotoxicity. Cell Death Dis. 2018;9:216. doi: 10.1038/s41419-017-0065-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.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]
- 5.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]
- 6.Overmeyer J.H., Maltese W.A. Death pathways triggered by activated Ras in cancer cells. Front. Biosci. (Landmark Ed.) 2011;16:1693–1713. doi: 10.2741/3814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Cox A.D., Der C.J. Ras history: The saga continues. Small GTPases. 2010;1:2–27. doi: 10.4161/sgtp.1.1.12178. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hancock J.F. Ras proteins: Different signals from different locations. Nat. Rev. Mol. Cell Biol. 2003;4:373–384. doi: 10.1038/nrm1105. [DOI] [PubMed] [Google Scholar]
- 9.Ahearn I.M., Haigis K., Bar-Sagi D., Philips M.R. Regulating the regulator: Post-translational modification of RAS. Nat. Rev. Mol. Cell Biol. 2011;13:39–51. doi: 10.1038/nrm3255. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Simons K., Toomre D. Lipid rafts and signal transduction. Nat. Rev. Mol. Cell Biol. 2000;1:31–39. doi: 10.1038/35036052. [DOI] [PubMed] [Google Scholar]
- 11.Tsai F.D., Lopes M.S., Zhou M., Court H., Ponce O., Fiordalisi J.J., Gierut J.J., Cox A.D., Haigis K.M., Philips M.R. K-Ras4A splice variant is widely expressed in cancer and uses a hybrid membrane-targeting motif. Proc. Natl. Acad. Sci. USA. 2015;112:779–784. doi: 10.1073/pnas.1412811112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Cazzanelli G., Pereira F., Alves S., Francisco R., Azevedo L., Dias Carvalho P., Almeida A., Côrte-Real M., Oliveira M.J., 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]
- 13.Wang Y., You M., Wang Y. Alternative splicing of the K-ras gene in mouse tissues and cell lines. Exp. Lung Res. 2001;27:255–267. doi: 10.1080/019021401300054028. [DOI] [PubMed] [Google Scholar]
- 14.Prior I.A., Lewis P.D., Mattos C. A Comprehensive Survey of Ras Mutations in Cancer. Cancer Res. 2012;72:2457–2468. doi: 10.1158/0008-5472.CAN-11-2612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lu S., Jang H., Muratcioglu S., Gursoy A., Keskin O., Nussinov R., Zhang J. Ras Conformational Ensembles, Allostery, and Signaling. Chem. Rev. 2016;116:6607–6665. doi: 10.1021/acs.chemrev.5b00542. [DOI] [PubMed] [Google Scholar]
- 16.Downward J. Targeting RAS signalling pathways in cancer therapy. Nat. Rev. Cancer. 2003;3:11–22. doi: 10.1038/nrc969. [DOI] [PubMed] [Google Scholar]
- 17.Yoo B.H., Khan I.A., Koomson A., Gowda P., Sasazuki T., Shirasawa S., Gujar S., Rosen K.V. Oncogenic RAS-induced downregulation of ATG12 is required for survival of malignant intestinal epithelial cells. Autophagy. 2018;14:134–151. doi: 10.1080/15548627.2017.1370171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Xu K., Park D., Magis A.T., Zhang J., Zhou W., Sica G.L., Ramalingam S.S., Curran W.J., Deng X. Small Molecule KRAS Agonist for Mutant KRAS Cancer Therapy. Mol. Cancer. 2019;18:85. doi: 10.1186/s12943-019-1012-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Hall B.E., Bar-Sagi D., Nassar N. The structural basis for the transition from Ras-GTP to Ras-GDP. Proc. Natl. Acad. Sci. USA. 2002;99:12138–12142. doi: 10.1073/pnas.192453199. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Fröjdö S., Vidal H., Pirola L. Alterations of insulin signaling in type 2 diabetes: A review of the current evidence from humans. Biochim. Biophys. Acta—Mol. Basis Dis. 2009;1792:83–92. doi: 10.1016/j.bbadis.2008.10.019. [DOI] [PubMed] [Google Scholar]
- 21.Ihle N. Ph.D. Thesis. The University of Texas Graduate School of Biomedical Sciences; Houston, TX, USA: 2012. Differential Activity of the KRAS Oncogene by Method of Activation: Implications for Signaling and Therapeutic Intervention. [Google Scholar]
- 22.Sancho E., Batlle E., Clevers H. Signaling Pathways in Intestinal Development and Cancer. Annu. Rev. Cell Dev. Biol. 2004;20:695–723. doi: 10.1146/annurev.cellbio.20.010403.092805. [DOI] [PubMed] [Google Scholar]
- 23.Levy R., Biran A., Poirier F., Raz A., Kloog Y. Galectin-3 mediates cross-talk between K-ras and let-7c tumor suppressor microRNA. PLoS ONE. 2011;6:e27490. doi: 10.1371/journal.pone.0027490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.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]
- 25.Martinelli E., De Palma R., Orditura M., De Vita F., Ciardiello F. Anti-epidermal growth factor receptor monoclonal antibodies in cancer therapy. Clin. Exp. Immunol. 2009;158:1–9. doi: 10.1111/j.1365-2249.2009.03992.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Okudela K., Hayashi H., Ito T., Yazawa T., Suzuki T., Nakane Y., Sato H., Ishi H., KeQin X., Masuda A., et al. K-ras Gene Mutation Enhances Motility of Immortalized Airway Cells and Lung Adenocarcinoma Cells via Akt Activation: Possible Contribution to Non-Invasive Expansion of Lung Adenocarcinoma. Am. J. Pathol. 2004;164:91–100. doi: 10.1016/S0002-9440(10)63100-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Malumbres M., Barbacid M. RAS oncogenes: The first 30 years. Nat. Rev. Cancer. 2003;3:459–465. doi: 10.1038/nrc1097. [DOI] [PubMed] [Google Scholar]
- 28.Efferth T. Signal Transduction Pathways of the Epidermal Growth Factor Receptor in Colorectal Cancer and their Inhibition by Small Molecules. Curr. Med. Chem. 2012;19:5735–5744. doi: 10.2174/092986712803988884. [DOI] [PubMed] [Google Scholar]
- 29.Lambert J.M., Lambert Q.T., Reuther G.W., Malliri A., Siderovski D.P., Sondek J., Collard J.G., Der C.J. Tiam1 mediates Ras activation of Rac by a PI(3)K-independent mechanism. Nat. Cell Biol. 2002;4:621–625. doi: 10.1038/ncb833. [DOI] [PubMed] [Google Scholar]
- 30.Rajalingam K., Schreck R., Rapp U.R., Albert Š. Ras oncogenes and their downstream targets. Biochim. Biophys. Acta. 2007;1773:1177–1195. doi: 10.1016/j.bbamcr.2007.01.012. [DOI] [PubMed] [Google Scholar]
- 31.Chun S.Y., Johnson C., Washburn J.G., Cruz-Correa M.R., Dang D.T., Dang L.H. Oncogenic KRAS modulates mitochondrial metabolism in human colon cancer cells by inducing HIF-1α and HIF-2α target genes. Mol. Cancer. 2010;9:293. doi: 10.1186/1476-4598-9-293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.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]
- 33.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]
- 34.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]
- 35.Scheffzek K., Lautwein A., Kabsch W., Ahmadian M.R., Wittinghofer A. Crystal structure of the GTPase-activating domain of human p120GAP and implications for the interaction with Ras. Nature. 1996;384:591–596. doi: 10.1038/384591a0. [DOI] [PubMed] [Google Scholar]
- 36.Scheffzek K., Ahmadian M.R., Kabsch W., Wiesmüller L., Lautwein A., Schmitz F., Wittinghofer A. The Ras-RasGAP complex: Structural basis for GTPase activation and its loss in oncogenic ras mutants. Science. 1997;277:333–338. doi: 10.1126/science.277.5324.333. [DOI] [PubMed] [Google Scholar]
- 37.Jančík S., Drábek J., Radzioch D., Hajdúch M. Clinical relevance of KRAS in human cancers. J. Biomed. Biotechnol. 2010;2010:150960. doi: 10.1155/2010/150960. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Simanshu D.K., Nissley D.V., McCormick F. RAS Proteins and Their Regulators in Human Disease. Cell. 2017;170:17–33. doi: 10.1016/j.cell.2017.06.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Fan G., Lou L., Song Z., Zhang X., Xiong X.F. Targeting mutated GTPase KRAS in tumor therapies. Eur. J. Med. Chem. 2021;226:113816. doi: 10.1016/j.ejmech.2021.113816. [DOI] [PubMed] [Google Scholar]
- 40.Pino M.S., Chung D.C. The Chromosomal Instability Pathway in Colon Cancer. Gastroenterology. 2010;138:2059–2072. doi: 10.1053/j.gastro.2009.12.065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Worthley D.-L., Leggett B.-A. Colorectal cancer: Molecular features and clinical opportunities. Clin. Biochem. Rev. 2010;31:31–38. [PMC free article] [PubMed] [Google Scholar]
- 42.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]
- 43.Bruera G., Cannita K., Di Giacomo D., Lamy A., Frébourg T., Sabourin J.C., Tosi M., Alesse E., Ficorella C., Ricevuto E. Worse prognosis of KRAS c.35 G > A mutant metastatic colorectal cancer (MCRC) patients treated with intensive triplet chemotherapy plus bevacizumab (FIr-B/FOx) BMC Med. 2013;11:59. doi: 10.1186/1741-7015-11-59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Roper J., Hung K.E. Molecular Mechanisms of Colorectal Carcinogenesis. In: Haigis K.M., editor. Molecular Pathogenesis of Colorectal Cancer. Springer; New York, NY, USA: 2013. pp. 25–66. [Google Scholar]
- 45.Hammond D.E., Mageean C.J., Rusilowicz E.V., Wickenden J.A., Clague M.J., Prior I.A. Differential Reprogramming of Isogenic Colorectal Cancer Cells by Distinct Activating KRAS Mutations. J. Proteome Res. 2015;14:1535–1546. doi: 10.1021/pr501191a. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Bettington M., Walker N., Clouston A., Brown I., Leggett B., Whitehall V. The serrated pathway to colorectal carcinoma: Current concepts and challenges. Histopathology. 2013;62:367–386. doi: 10.1111/his.12055. [DOI] [PubMed] [Google Scholar]
- 47.Levy R., Grafi-Cohen M., Kraiem Z., Kloog Y. Galectin-3 Promotes Chronic Activation of K-Ras and Differentiation Block in Malignant Thyroid Carcinomas. Am. Assoc. Cancer Res. 2010;9:2208–2219. doi: 10.1158/1535-7163.MCT-10-0262. [DOI] [PubMed] [Google Scholar]
- 48.Sideris M., Emin E.I., Abdullah Z., Hanrahan J., Stefatou K.M., Sevas V., Emin E., Hollingworth T., Odejinmi F., Papagrigoriadis S., et al. The role of KRAS in endometrial cancer: A mini-review. Anticancer Res. 2019;39:533–540. doi: 10.21873/anticanres.13145. [DOI] [PubMed] [Google Scholar]
- 49.Cox A.D., Fesik S.W., Kimmelman A.C., Luo J., Der C.J. Drugging the undruggable RAS: Mission Possible? Nat. Rev. Drug Discov. 2014;13:828–851. doi: 10.1038/nrd4389. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Hanahan D., Weinberg R.A. Hallmarks of Cancer: The next generation. Cell. 2011;144:646–674. doi: 10.1016/j.cell.2011.02.013. [DOI] [PubMed] [Google Scholar]
- 51.Hanahan D., Weinberg R.A. The Hallmarks of Cancer. Cell. 2000;100:57–70. doi: 10.1016/S0092-8674(00)81683-9. [DOI] [PubMed] [Google Scholar]
- 52.Sakanashi F., Shintani M., Tsuneyoshi M., Ohsaki H., Kamoshida S. Apoptosis, necroptosis and autophagy in colorectal cancer: Associations with tumor aggressiveness and p53 status. Pathol. Res. Pract. 2019;215:152425. doi: 10.1016/j.prp.2019.04.017. [DOI] [PubMed] [Google Scholar]
- 53.Kerr J.F., Wyllie A.H., Currie A.R. Apoptosis: A basic biological phenomenon with wide-ranging implications in tissue kinetics. Brit. 1972;26:239–257. doi: 10.1111/j.1365-2796.2005.01570.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Bivona T.G., Quatela S.E., Bodemann B.O., Ahearn I.M., Soskis M.J., Mor A., Miura J., Wiener H.H., Wright L., Saba S.G., et al. PKC regulates a farnesyl-electrostatic switch on K-Ras that promotes its association with Bcl-XL on mitochondria and induces apoptosis. Mol. Cell. 2006;21:481–493. doi: 10.1016/j.molcel.2006.01.012. [DOI] [PubMed] [Google Scholar]
- 55.Renault T.T., Teijido O., Missire F., Ganesan Y.T., Velours G., Arokium H., Beaumatin F., Llanos R., Athané A., Camougrand N., et al. Bcl-xL stimulates Bax relocation to mitochondria and primes cells to ABT-737. Int. J. Biochem. Cell Biol. 2015;64:136–146. doi: 10.1016/j.biocel.2015.03.020. [DOI] [PubMed] [Google Scholar]
- 56.Lalier L., Vallette F., Manon S. Bcl-2 Family Members and the Mitochondrial Import Machineries: The Roads to Death. Biomolecules. 2022;12:162. doi: 10.3390/biom12020162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Okamoto K., Zaanan A., Kawakami H., Huang S., Sinicrope F.A. Reversal of mutant KRAS-mediated apoptosis resistance by concurrent Noxa/Bik induction and Bcl-2/Bcl-xL antagonism in colon cancer cells. Mol. Cancer Res. 2015;13:659–669. doi: 10.1158/1541-7786.MCR-14-0476. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Hata A.N., Yeo A., Faber A.C., Lifshits E., Chen Z., Cheng K.A., Walton Z., Sarosiek K.A., Letai A., Heist R.S., et al. Failure to induce apoptosis via BCL-2 family proteins underlies lack of efficacy of combined MEK and PI3K inhibitors for KRAS mutant lung cancers. Cancer Res. 2014;74:3146–3156. doi: 10.1158/0008-5472.CAN-13-3728. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Cox A.D., Der C.J. The dark side of Ras: Regulation of apoptosis. Oncogene. 2003;22:8999–9006. doi: 10.1038/sj.onc.1207111. [DOI] [PubMed] [Google Scholar]
- 60.Datta S.R., Brunet A., Greenberg M.E. Cellular survival: A play in three Akts. Genes Dev. 1999;13:2905–2927. doi: 10.1101/gad.13.22.2905. [DOI] [PubMed] [Google Scholar]
- 61.Mayo M.W., Baldwin A.S. The transcription factor NF-kB: Control of oncogenesis and cancer therapy resistance. Biochim. Biophys. Acta. 2000;1470:55–62. doi: 10.1016/s0304-419x(00)00002-0. [DOI] [PubMed] [Google Scholar]
- 62.Sulciner D.J., Irani K., Yu Z.X., Ferrans V.J., Goldschmidt-Clermont P., Finkel T. rac1 regulates a cytokine-stimulated, redox-dependent pathway necessary for NF-kB activation. Mol. Cell. Biol. 1996;16:7115–7121. doi: 10.1128/MCB.16.12.7115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Nalca A., Qiu S.G., El-Guendy N., Krishnan S., Rangnekar V.M. Oncogenic Ras sensitizes cells to apoptosis by Par-4. J. Biol. Chem. 1999;274:29976–29983. doi: 10.1074/jbc.274.42.29976. [DOI] [PubMed] [Google Scholar]
- 64.Tsuchida T., Kijima H., Hori S., Oshika Y., Tokunaga T., Kawai K., Yamazaki H., Ueyama Y., Scanlon K.J., Tamaoki N., et al. Adenovirus-mediated anti-K-ras ribozyme induces apoptosis and growth suppression of human pancreatic carcinoma. Cancer Gene Ther. 2000;7:373–383. doi: 10.1038/sj.cgt.7700136. [DOI] [PubMed] [Google Scholar]
- 65.Navarro P., Valverde A.M., Benito M., Lorenzo M. Activated Ha-ras induces apoptosis by association with phosphorylated Bcl-2 in a mitogen-activated protein kinase-independent manner. J. Biol. Chem. 1999;274:18857–18863. doi: 10.1074/jbc.274.27.18857. [DOI] [PubMed] [Google Scholar]
- 66.Boucher M.J., Morisset J., Vachon P.H., Reed J.C., Lainé J., Rivard N. MEK/ERK signaling pathway regulates the expression of Bcl-2, Bcl-X(L), and Mcl-1 and promotes survival of human pancreatic cancer cells. J. Cell. Biochem. 2000;79:355–369. doi: 10.1002/1097-4644(20001201)79:3<355::AID-JCB20>3.0.CO;2-0. [DOI] [PubMed] [Google Scholar]
- 67.Rebollo A., Pérez-Sala D., Martínez-A C. Bcl-2 differentially targets K-, N-, and H-Ras to mitochondria in IL-2 supplemented or deprived cells: Implications in prevention of apoptosis. Oncogene. 1999;18:4930–4939. doi: 10.1038/sj.onc.1202875. [DOI] [PubMed] [Google Scholar]
- 68.Eckfeld K., Hesson L., Vos M.D., Bieche I., Latif F., Clark G.J. RASSF4/AD037 is a potential Ras effector/tumor suppressor of the RASSF family. Cancer Res. 2004;64:8688–8693. doi: 10.1158/0008-5472.CAN-04-2065. [DOI] [PubMed] [Google Scholar]
- 69.Lee K.K., Ohyama T., Yajima N., Tsubuki S., Yonehara S. MST, a Physiological Caspase Substrate, Highly Sensitizes Apoptosis Both Upstream and Downstream of Caspase Activation. J. Biol. Chem. 2001;276:19276–19285. doi: 10.1074/jbc.M005109200. [DOI] [PubMed] [Google Scholar]
- 70.Downward J. Ras signalling and apoptosis. Curr. Opin. Genet. Dev. 1998;8:49–54. doi: 10.1016/S0959-437X(98)80061-0. [DOI] [PubMed] [Google Scholar]
- 71.Zaanan A., Okamoto K., Kawakami H., Khazaie K., Huang S., Sinicrope F.A. The Mutant KRAS Gene Up-regulates BCL-XL Protein via STAT3 to Confer Apoptosis Resistance That Is Reversed by BIM Protein Induction and BCL-XL Antagonism. J. Biol. Chem. 2015;290:23838–23849. doi: 10.1074/jbc.M115.657833. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Singh A., Greninger P., Rhodes D., Koopman L., Violette S., Bardeesy N., Settleman J. A gene expression signature associated with “K-Ras addiction” reveals regulators of EMT and tumor cell survival. Cancer Cell. 2009;15:489–500. doi: 10.1016/j.ccr.2009.03.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Singh A., Sweeney M.F., Yu M., Burger A., Greninger P., Benes C., Haber D.A., Settleman J. TAK1 inhibition promotes apoptosis in KRAS-dependent colon cancers. Cell. 2012;148:639–650. doi: 10.1016/j.cell.2011.12.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Sahu R.P., Batra S., Kandala P.K., Brown T.L., Srivastava S.K. The role of K-ras gene mutation in TRAIL-induced apoptosis in pancreatic and lung cancer cell lines. Cancer Chemoterapy Pharmacol. 2011;67:481–487. doi: 10.1007/s00280-010-1463-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Suliman A., Lam A., Datta R., Srivastava R.K. Intracellular mechanisms of TRAIL: Apoptosis through mitochondrial-dependent and -independent pathways. Oncogene. 2001;20:2122–2133. doi: 10.1038/sj.onc.1204282. [DOI] [PubMed] [Google Scholar]
- 76.Sheridan J.P., Marsters S.A., Pitti R.M., Gurney A., Skubatch M., Baldwin D., Ramakrishnan L., Gray C.L., Baker K., Wood W.I., et al. Control of TRAIL-Induced Apoptosis by a Family of Signaling and Decoy Receptors. Science. 1997;277:818–821. doi: 10.1126/science.277.5327.818. [DOI] [PubMed] [Google Scholar]
- 77.Shin S., Sung B.J., Cho Y.S., Kim H.J., Ha N.C., Hwang J.I., Chung C.W., Jung Y.K., Oh B.H. An anti-apoptotic protein human survivin is a direct inhibitor of caspase-3 and -7. Biochemistry. 2001;40:1117–1123. doi: 10.1021/bi001603q. [DOI] [PubMed] [Google Scholar]
- 78.Tecleab A., Sebti S.M. Depletion of K-Ras promotes proteasome degradation of survivin. Cell Cycle. 2013;12:522–532. doi: 10.4161/cc.23407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Li F., Ambrosini G., Chu E.Y., Plescia J., Tognin S., Marchisio P.C., Altieri D.C. Control of apoptosis and mitotic spindle checkpoint by survivin. Nature. 1998;396:580–584. doi: 10.1038/25141. [DOI] [PubMed] [Google Scholar]
- 80.Sun J., Shen Q., Lu H., Jiang Z., Xu W., Feng L., Li L., Wang X., Cai X., Jin H. Oncogenic Ras suppresses ING4-TDG-Fas axis to promote apoptosis resistance. Oncotarget. 2015;6:41997–42007. doi: 10.18632/oncotarget.6015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Zhu J.K. Active DNA demethylation mediated by DNA glycosylases. Annu. Rev. Genet. 2009;43:143–166. doi: 10.1146/annurev-genet-102108-134205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Schickel R., Park S.M., Murmann A.E., Peter M.E. miR-200c Regulates Induction of Apoptosis through CD95 by Targeting FAP-1. Mol. Cell. 2010;38:908–915. doi: 10.1016/j.molcel.2010.05.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Zhong X., Zheng L., Shen J., Zhang D., Xiong M., Zhang Y., He X., Tanyi J.L., Yang F., Montone K.T., et al. Suppression of MicroRNA 200 Family Expression by Oncogenic KRAS Activation Promotes Cell Survival and Epithelial-Mesenchymal Transition in KRAS-Driven Cancer. Mol. Cell. Biol. 2016;36:2742–2754. doi: 10.1128/MCB.00079-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Li X., He S., Ma B. Autophagy and autophagy-related proteins in cancer. Mol. Cancer. 2020;19:1–16. doi: 10.1186/s12943-019-1085-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Priault M., Hue E., Marhuenda F., Pilet P., Oliver L., Vallette F.M. Differential dependence on Beclin 1 for the regulation of pro-survival autophagy by Bcl-2 and Bcl-xL in HCT116 colorectal cancer cells. PLoS ONE. 2010;5:e8755. doi: 10.1371/journal.pone.0008755. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Meijer A.J., Codogno P. Autophagy: Regulation by energy sensing. Curr. Biol. 2011;21:R227–R229. doi: 10.1016/j.cub.2011.02.007. [DOI] [PubMed] [Google Scholar]
- 87.Fleming A., Noda T., Yoshimori T., Rubinsztein D.C. Chemical modulators of autophagy as biological probes and potential therapeutics. Nat. Chem. Biol. 2011;7:9–17. doi: 10.1038/nchembio.500. [DOI] [PubMed] [Google Scholar]
- 88.Klionsky D.J., Emr S.D. Autophagy as a Regulated Pathway of Cellular Degradation. Science. 2000;290:1717–1721. doi: 10.1126/science.290.5497.1717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Yang Z., Klionsky D.J. Eaten alive: A history of macroautophagy. Nat. Cell Biol. 2010;12:814–822. doi: 10.1038/ncb0910-814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Kim M.J., Woo S.J., Yoon C.H., Lee J.S., An S., Choi Y.H., Hwang S.G., Yoon G., Lee S.J. Involvement of autophagy in oncogenic K-Ras-induced malignant cell transformation. J. Biol. Chem. 2011;286:12924–12932. doi: 10.1074/jbc.M110.138958. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Degenhardt K., Mathew R., Beaudoin B., Bray K., Anderson D., Chen G., Mukherjee C., Shi Y., Gélinas C., Fan Y., et al. Autophagy promotes tumor cell survival and restricts necrosis, inflammation, and tumorigenesis. Cancer Cell. 2006;10:51–64. doi: 10.1016/j.ccr.2006.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Mathew R., Karantza-Wadsworth V., White E. Role of Autophagy in Cancer. Nat. Rev. Cancer. 2007;7:961–967. doi: 10.1038/nrc2254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Frankel L.B., Lund A.H. MicroRNA regulation of autophagy. Carcinogenesis. 2012;33:2018–2025. doi: 10.1093/carcin/bgs266. [DOI] [PubMed] [Google Scholar]
- 94.Huang X.-M., Huang J.-J., Du J.-J., Zhang N., Long Z., Yang Y., Zhong F.-F., Zheng B.-W., Shen Y.-F., Huang Z., et al. Autophagy inhibitors increase the susceptibility of KRAS-mutant human colorectal cancer cells to a combined treatment of 2-deoxy-D-glucose and lovastatin. Acta Pharmacol. Sin. 2021;42:1875–1887. doi: 10.1038/s41401-021-00612-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Devenport S.N., Singhal R., Radyk M.D., Taranto J.G., Kerk S.A., Chen B., Goyert J.W., Jain C., Das N.K., Oravecz-Wilson K., et al. Colorectal cancer cells utilize autophagy to maintain mitochondrial metabolism for cell proliferation under nutrient stress. JCI Insight. 2021;6:e138835. doi: 10.1172/jci.insight.138835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Kocaturk N.M., Akkoc Y., Kig C., Bayraktar O., Gozuacik D., Kutlu O. Autophagy as a molecular target for cancer treatment. Eur. J. Pharm. Sci. 2019;134:116–137. doi: 10.1016/j.ejps.2019.04.011. [DOI] [PubMed] [Google Scholar]
- 97.Wu Y., Zhang Z., Cenciarini M.E., Proietti C.J., Amasino M., Hong T., Yang M., Liao Y., Chiang H., Kaklamani V.G., et al. Tamoxifen resistance in Breast Cancer is regulated by the EZH2–ERα–GREB1 Transcriptional Axis. Cancer Res. 2018;78:671–684. doi: 10.1158/0008-5472.CAN-17-1327. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Pattingre S., Bauvy C., Codogno P. Amino acids interfere with the ERK1/2-dependent control of macroautophagy by controlling the activation of Raf-1 in human colon cancer HT-29 cells. J. Biol. Chem. 2003;278:16667–16674. doi: 10.1074/jbc.M210998200. [DOI] [PubMed] [Google Scholar]
- 99.Wang Y., Wang X.D., Lapi E., Sullivan A., Jia W., He Y.-W., Ratnayaka I., Zhong S., Goldin R.D., Goemans C.G., et al. Autophagic activity dictates the cellular response to oncogenic RAS. Proc. Natl. Acad. Sci. USA. 2012;109:13325–13330. doi: 10.1073/pnas.1120193109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Guo J.Y., Chen H.-Y., Mathew R., Fan J., Strohecker A.M., Karsli-Uzunbas G., Kamphorst J.J., Chen G., Lemons J.M.S., Karantza V., et al. Activated ras requires autophagy to maintain oxidative metabolism and tumorigenesis. Genes Dev. 2011;25:460–470. doi: 10.1101/gad.2016311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Zhou H., Yuan M., Yu Q., Zhou X., Min W., Gao D. Autophagy regulation and its role in gastric cancer and colorectal cancer. Cancer Biomark. 2016;17:1–10. doi: 10.3233/CBM-160613. [DOI] [PubMed] [Google Scholar]
- 102.Lock R., Roy S., Kenific C.M., Su J.S., Salas E., Ronen S.M., Debnath J. Autophagy facilitates glycolysis during Ras-mediated oncogenic transformation. Mol. Biol. Cell. 2011;22:165–178. doi: 10.1091/mbc.e10-06-0500. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Manent J., Banerjee S., De Matos Simoes R., Zoranovic T., Mitsiades C., Penninger J.M., Simpson K.J., Humbert P.O., Richardson H.E. Autophagy suppresses Ras-driven epithelial tumourigenesis by limiting the accumulation of reactive oxygen species. Oncogene. 2017;36:5576–5592. doi: 10.1038/onc.2017.175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Swiderek E., Kalas W., Wysokinska E., Pawlak A., Rak J., Strzadala L. Biochemical and Biophysical Research Communications The interplay between epigenetic silencing, oncogenic KRas and HIF-1 regulatory pathways in control of BNIP3 expression in human colorectal cancer cells. Biochem. Biophys. Res. Commun. 2013;441:707–712. doi: 10.1016/j.bbrc.2013.10.098. [DOI] [PubMed] [Google Scholar]
- 105.Elgendy M., Sheridan C., Brumatti G., Martin S.J. Oncogenic Ras-Induced Expression of Noxa and Beclin-1 Promotes Autophagic Cell Death and Limits Clonogenic Survival. Mol. Cell. 2011;42:23–35. doi: 10.1016/j.molcel.2011.02.009. [DOI] [PubMed] [Google Scholar]
- 106.Goulielmaki M., Koustas E., Moysidou E., Vlassi M., Sasazuki T., Shirasawa S., Zografos G., Oikonomou E., Pintzas A. BRAF associated autophagy exploitation: BRAF and autophagy inhibitors synergise to efficiently overcome resistance of BRAF mutant colorectal cancer cells. Oncotarget. 2016;7:9188–9221. doi: 10.18632/oncotarget.6942. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Bryant K.L., Stalnecker C.A., Zeitouni D., Klomp J.E., Peng S., Tikunov A.P., Gunda V., Pierobon M., Waters A.M., George D.S., et al. Combination of ERK and autophagy inhibition as a treatment approach for pancreatic cancer. Nat. Med. 2019;25:628–640. doi: 10.1038/s41591-019-0368-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 108.Kinsey C.G., Camolotto S.A., Boespflug A.M., Guillen K.P., Foth M., Truong A., Schuman S.S., Shea J.E., Seipp M.T., Yap J.T., et al. Protective autophagy elicited by RAF→MEK→ERK inhibition suggests a treatment strategy for RAS-driven cancers. Nat. Med. 2019;25:620–627. doi: 10.1038/s41591-019-0367-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 109.Piffoux M., Eriau E., Cassier P.A. Autophagy as a therapeutic target in pancreatic cancer. Br. J. Cancer. 2021;124:333–344. doi: 10.1038/s41416-020-01039-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110.Guo J.Y., Karsli-Uzunbas G., Mathew R., Aisner S.C., Kamphorst J.J., Strohecker A.M., Chen G., Price S., Lu W., Teng X., et al. Autophagy suppresses progression of K-ras-induced lung tumors to oncocytomas and maintains lipid homeostasis. Genes Dev. 2013;27:1447–1461. doi: 10.1101/gad.219642.113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 111.Lee C.S., Lee L.C., Yuan T.L., Chakka S., Fellmann C., Lowe S.W., Caplen N.J., McCormick F., Luo J. MAP kinase and autophagy pathways cooperate to maintain RAS mutant cancer cell survival. Proc. Natl. Acad. Sci. USA. 2019;116:4508–4517. doi: 10.1073/pnas.1817494116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Maiuri M.C., Zalckvar E., Kimchi A., Kroemer G. Self-eating and self-killing: Crosstalk between autophagy and apoptosis. Nat. Rev. Mol. Cell Biol. 2007;8:741–752. doi: 10.1038/nrm2239. [DOI] [PubMed] [Google Scholar]
- 113.Eisenberg-Lerner A., Bialik S., Simon H.U., Kimchi A. Life and death partners: Apoptosis, autophagy and the cross-talk between them. Cell Death Differ. 2009;16:966–975. doi: 10.1038/cdd.2009.33. [DOI] [PubMed] [Google Scholar]
- 114.Zeng X., Overmeyer J.H., Maltese W.A. Functional specificity of the mammalian Beclin-Vps34 PI 3-kinase complex in macroautophagy versus endocytosis and lysosomal enzyme trafficking. J. Cell Sci. 2006;119:259–270. doi: 10.1242/jcs.02735. [DOI] [PubMed] [Google Scholar]
- 115.Pattingre S., Tassa A., Qu X., Garuti R., Liang X.H., Mizushima N., Packer M., Schneider M.D., Levine B. Bcl-2 antiapoptotic proteins inhibit Beclin 1-dependent autophagy. Cell. 2005;122:927–939. doi: 10.1016/j.cell.2005.07.002. [DOI] [PubMed] [Google Scholar]
- 116.Wei P., Pattingre S., Sinha S., Bassik M., Levine B. JNK1-mediated phosphorylation of Bcl-2 regulates starvation-induced autophagy. Mol. Cell. 2008;30:678–688. doi: 10.1016/j.molcel.2008.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.Wirawan E., Vande Walle L., Kersse K., Cornelis S., Claerhout S., Vanoverberghe I., Roelandt R., De Rycke R., Verspurten J., Declercq W., et al. Caspase-mediated cleavage of Beclin-1 inactivates Beclin-1-induced autophagy and enhances apoptosis by promoting the release of proapoptotic factors from mitochondria. Cell Death Dis. 2010;1:e18. doi: 10.1038/cddis.2009.16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118.Luo S., Rubinsztein D.C. Apoptosis blocks Beclin 1-dependent autophagosome synthesis: An effect rescued by Bcl-xL. Cell Death Differ. 2010;17:268–277. doi: 10.1038/cdd.2009.121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 119.Lindqvist L.M., Heinlein M., Huang D.C.S., Vaux D.L. Prosurvival Bcl-2 family members affect autophagy only indirectly, by inhibiting Bax and Bak. Proc. Natl. Acad. Sci. USA. 2014;111:8512–8517. doi: 10.1073/pnas.1406425111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Dong Y., Chen H., Gao J., Liu Y., Li J., Wang J. Molecular machinery and interplay of apoptosis and autophagy in coronary heart disease. J. Mol. Cell. Cardiol. 2019;136:27–41. doi: 10.1016/j.yjmcc.2019.09.001. [DOI] [PubMed] [Google Scholar]
- 121.Scott R.C., Juhász G., Neufeld T.P. Direct induction of autophagy by Atg1 inhibits cell growth and induces apoptotic cell death. Curr. Biol. 2007;17:1–11. doi: 10.1016/j.cub.2006.10.053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Djavaheri-Mergny M., Amelotti M., Mathieu J., Besançon F., Bauvy C., Souquère S., Pierron G., Codogno P. NF-κB activation represses tumor necrosis factor-α-induced autophagy. J. Biol. Chem. Biol. Chem. 2006;281:30373–30382. doi: 10.1074/jbc.M602097200. [DOI] [PubMed] [Google Scholar]
- 123.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]
- 124.Maitra R. Cancer Therapy. MedDocs Publishers; Reno, NV, USA: 2021. Therapeutic Approach to KRAS Mutated Colorectal Cancer. [Google Scholar]
- 125.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]
- 126.Koustas E., Karamouzis M.V., Mihailidou C., Schizas D., Papavassiliou A.G. Co-targeting of EGFR and autophagy signaling is an emerging treatment strategy in metastatic colorectal cancer. Cancer Lett. 2017;396:94–102. doi: 10.1016/j.canlet.2017.03.023. [DOI] [PubMed] [Google Scholar]
- 127.Cui J., Hu Y.F., Feng X.M., Tian T., Guo Y.H., Ma J.W., Nan K.J., Zhang H.Y. EGFR inhibitors and autophagy in cancer treatment. Tumor Biol. 2014;35:11701–11709. doi: 10.1007/s13277-014-2660-z. [DOI] [PubMed] [Google Scholar]
- 128.Zhou J., Ji Q., Li Q. Resistance to anti-EGFR therapies in metastatic colorectal cancer: Underlying mechanisms and reversal strategies. J. Exp. Clin. Cancer Res. 2021;40:328. doi: 10.1186/s13046-021-02130-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 129.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]
- 130.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]
- 131.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]
- 132.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]
- 133.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]
- 134.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]
- 135.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]
- 136.Zeitouni D., Pylayeva-Gupta Y., Der C.J., Bryant K.L. 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]
- 137.Korzeniecki C., Priefer R. Targeting KRAS mutant cancers by preventing signaling transduction in the MAPK pathway. Eur. J. Med. Chem. 2021;211:113006. doi: 10.1016/j.ejmech.2020.113006. [DOI] [PubMed] [Google Scholar]
- 138.Moore A.R., Rosenberg S.C., McCormick F., Malek S. RAS-targeted therapies: Is the undruggable drugged? Nat. Rev. Drug Discov. 2020;19:533–552. doi: 10.1038/s41573-020-0068-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 139.Mann K.M., Ying H., Juan J., Jenkins N.A., Copeland N.G. KRAS-related proteins in pancreatic cancer. Pharmacol. Ther. 2016;168:29–42. doi: 10.1016/j.pharmthera.2016.09.003. [DOI] [PubMed] [Google Scholar]
- 140.Awasthi N., Monahan S., Stefaniak A., Schwarz M.A., Schwarz R.E. Inhibition of the MEK/ERK pathway augments nab-paclitaxel-based chemotherapy effects in preclinical models of pancreatic cancer. Oncotarget. 2017;9:5274–5286. doi: 10.18632/oncotarget.23684. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 141.Kim A., Lee J.-E., Lee S.-S., Kim C., Lee S.-J., Jang W.-S., Park S. Coexistent mutations of KRAS and PIK3CA affect the efficacy of NVP-BEZ235, a dual PI3K/MTOR inhibitor, in regulating the PI3K/MTOR pathway in colorectal cancer. Int. J. Cancer. 2013;133:984–996. doi: 10.1002/ijc.28073. [DOI] [PubMed] [Google Scholar]
- 142.Burmi R.S., Maginn E.N., Gabra H., Stronach E.A., Wasan H.S. Combined inhibition of the PI3K/mTOR/MEK pathway induces Bim/Mcl-2-regulated apoptosis in pancreatic cancer cells. Cancer Biol. Ther. 2019;20:21–30. doi: 10.1080/15384047.2018.1504718. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 143.Ozkan-Dagliyan I., Diehl J.N., George S.D., Schaefer A., Papke B., Klotz-Noack K., Waters A.M., Goodwin C.M., Gautam P., Pierobon M., et al. Low-Dose Vertical Inhibition of the RAF-MEK-ERK Cascade Causes Apoptotic Death of KRAS Mutant Cancers. Cell Rep. 2020;31:107764. doi: 10.1016/j.celrep.2020.107764. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Faber A.C., Coffee E.M., Costa C., Dastur A., Ebi H., Hata A.N., Yeo A.T., Edelman E.J., Song Y., Tam A.T., et al. mTOR Inhibition Specifically Sensitizes Colorectal Cancers with KRAS or BRAF Mutations to BCL-2/BCL-XL Inhibition by Suppressing MCL-1. Cancer Discov. 2014;4:42–52. doi: 10.1158/2159-8290.CD-13-0315. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Singh R.R., O’Reilly E.M. New Treatment Strategies for Metastatic Pancreatic Ductal Adenocarcinoma. Drugs. 2020;80:647–669. doi: 10.1007/s40265-020-01304-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 146.Mukhopadhyay S., Heiden M.G.V., Mccormick F. The Metabolic Landscape of RAS-Driven Cancers from biology to therapy. Nat. Cancer. 2021;2:271–283. doi: 10.1038/s43018-021-00184-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 147.Ryan M.B., Corcoran R.B. Therapeutic strategies to target RAS-mutant cancers. Nat. Rev. Clin. Oncol. 2018;15:709–720. doi: 10.1038/s41571-018-0105-0. [DOI] [PubMed] [Google Scholar]
- 148.Yang S., Wang X., Contino G., Liesa M., Sahin E., Ying H., Bause A., Li Y., Stommel J.M., Dell’Antonio G., et al. Pancreatic cancers require autophagy for tumor growth. Genes Dev. 2011;25:717–729. doi: 10.1101/gad.2016111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 149.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]
- 150.Boussios S., Ozturk M.A., Moschetta M., Karathanasi A., Zakynthinakis-Kyriakou N., Katsanos K.H., Christodoulou D.K., 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]
- 151.Liu S., Mithat G., 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]
- 152.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]
- 153.Koustas E., Papavassiliou A.G., Karamouzis M.V. The role of autophagy in the treatment of BRAF mutant colorectal carcinomas differs based on microsatellite instability status. PLoS ONE. 2018;13:e0207227. doi: 10.1371/journal.pone.0207227. [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
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