Abstract
MYC sustains non-stop proliferation by altering metabolic machinery to support growth of cell mass. As part of the metabolic transformation MYC promotes lipid, nucleotide and protein synthesis by hijacking citric acid cycle to serve biosynthetic processes, which simultaneously exhausts ATP production. This leads to the activation of cellular energy sensing protein, AMP-activated protein kinase (AMPK). Cells with normal growth control can stop cell proliferation machinery to replenish ATP reservoirs whereas MYC prevents such break by blocking the cell cycle exit. The relentless cell cycle activation, accompanied by sustained metabolic stress and AMPK activity, switches the energy-saving AMPK to pro-apoptotic AMPK. The AMPK-involving metabolic side of MYC apoptosis may provide novel avenues for therapeutic development. Here we first review the role of anabolic MYC and catabolic AMPK pathways in context of cancer and then discuss how the concomitant activity of both pathways in tumor cells may result in targetable synthetic lethal vulnerabilities.
MYC–exploiting vulnerabilities in cancer metabolic programs
The classical view of oncogenic MYC expression being a cell cycle reprogrammer has recently broadened in the light of new genome-scale promoter and transcriptomic studies, which have exposed MYC's widespread transcriptional impact across the genome and especially on the genes orchestrating anabolic metabolism (Eilers and Eisenman, ; Dang, ; Kress et al., ). MYC not only directly stimulates the core cell cycle machinery, but also prepares the cells for cell division by globally stimulating cell growth and acquisition of macromolecules so that the cells can successfully progress through different cell cycle checkpoints to complete the mitotic cycle (Dang, ; Kress et al., ). Unlike healthy cells, most tumor cells cannot switch off MYC expression in response to anti-proliferative signals from outside of the cell. Hence, sustained high level MYC expression establishes an irreversible metabolic transformation, which can operate as an autonomous cell cycle machinery on its own right—via incessant generation of biomass for growth, which then consequently pushes the cell cycle progression forward (Stine et al., 2015).
This increased understanding of MYC's role in control of metabolic machinery has conceived new ideas and concepts for rational design of therapeutic synthetic lethal strategies to treat cancer. The “indirect” MYC targeting strategies are often based on the simple idea that MYC-transformed cells, since unable to exit from the cell cycle, would be extremely vulnerable to treatment that perturbs the cell growth supporting anabolic programs or limiting metabolites. Such disturbance in enforced anabolic metabolism leads to metabolic stress and (re-)activation of cell cycle checkpoints and consequently, selective induction of apoptosis in transformed cells (Stine et al., 2015). A good example of targetable MYC-dependent metabolic alteration is the striking addiction of MYC-transformed cells to availability of glutamine-derived carbon (see below). The metabolic alterations caused by MYC also stimulate AMPK activity, which can unleash both survival and apoptosis pathways (see below). While the context-dependency parameters here are still poorly understood, it is noteworthy that AMPK activity is targetable with safe drugs traditionally used for treatment of metabolic disorders. Therefore, uncovering the secrets of the pro-apoptotic AMPK function is likely to be a highly rewarding task with ample of repurpose-able drug candidates available for proof-of-mechanism testing.
Solid demonstration of the clinical feasibility of any MYC-based synthetic lethal strategy still awaits to come forth but it is important to note that at general level, the concept of attacking cancer metabolic vulnerabilities has been fully validated in the clinic. For example, treatment of cancer with chemotherapy agent fluorouracil (5-FU), which is an inhibitor of thymidylate synthase, or with methotrexate, an inhibitor of dihydrofolate reductase and folates, leads to depletion of deoxyribonucleotides and perturbed DNA synthesis, which amounts a lethal level metabolic stress to cancer cells (Longley et al., ).
MYC–master of cell cycle and growth
MYC has wide variety of functions but one that stands out in nearly all experimental systems and models is a positive regulation of cell proliferation and growth. Already early findings demonstrated MYC upregulation at cell cycle entry, association of high MYC expression with proliferation active embryonic and adult tissues, as well as revealed the ability of an enforced MYC expression to induce growth factor-independent cell cycle entry and prevent the cell cycle exit (Eilers et al., ; Evan et al., ; Pelengaris et al., 2002). These observations guided many early studies to specifically focus on MYC's role in transcriptional regulation of core cell cycle and DNA replication related genes, as MYC logically was pictured as a key driver of the cell cycle machinery. MYC indeed directly regulates number of genes important for the core cell cycle machinery. For example, MYC represses the expression of CDK inhibitors p21CIP1, p15INK4B, and p27KIP1 (reviewed in Kress et al., ) and transcriptionally activates the genes of cyclin D and cyclin-dependent kinase 4 (Stine et al., 2015). MYC promotes the expression of E2F transcription factors, which mediate progression into S phase and the combined MYC and E2F activity induces DNA replication genes to both initiate and sustain DNA replication (Zeller et al., 2003, 2006; Dong et al., ). MYC also transcriptionally regulates miRNA cluster miR-17-92 to attenuate E2F1 functions in S-phase, which mechanism appears to be important for keeping the rate of DNA replication in check (Dominguez-Sola et al., ; Aguda et al., ). Notably, MYC localizes to early sites of DNA replication and binds many components of the pre-replicative complex, suggesting transcription-independent regulatory functions in initiation of DNA replication (Dominguez-Sola et al., ).
Recent unbiased genome-wide gene expression and chromatin immunoprecipitation (ChIP) analyses combined with next-generation sequencing have indeed corroborated earlier findings by exposing plethora of MYC regulated genes with annotated functions in cell cycle regulation and DNA replication (Figure 1). However, the new data have also broadened earlier views by demonstrating, first, that physiological (~normal) and supraphysiological (~oncogenic) levels of MYC operate partially via different gene-sets since only the supraphysiological MYC binds and transcriptionally activates/represses genes whose expression is directed by enhancer/promoter regions with low affinity for MYC:MAX heterodimers; or, with low affinity for transcription repressing complexes involving MYC and for example, MIZ-1 (Walz et al., 2014; Wiese et al., 2015). Secondly, the new data from genome-wide studies of MYC's transcription factor function indicate that substantial fraction of MYC regulated genes include regulators of cell metabolism, for example “cell growth genes,” which mediate ribosome biogenesis and protein synthesis, “energy metabolism genes” involved in glycolysis, glutaminolysis and mitochondrial biogenesis as well as “anabolic genes” including genes regulating the biosynthesis of amino acids, nucleotides and lipids (Figure 1, see below). Mitochondrial biogenesis increases bioenergetic capacity and supports biosynthesis of cellular macromolecules needed for cell proliferation and growth (Morrish and Hockenbery, ). MYC activates key genes involved in the mitochondrial biogenesis including PGC-1β and NRF-1 (Dang, ).
Figure 1
The new data does not change our principal view on MYC. MYC is still a major driver of the cell cycle. However, it now appears that MYC drives a very sustainable program of cell proliferation by inducing sufficient production of biomass and biosynthetic building blocks for cell growth, which ensures that one cell division results in two about equal size of cells rather than two small cells.
MYC–master of anabolic processes
Anabolic phenotype of cancer cells
Proliferating cancer cells have fundamentally different metabolic status compared to differentiated, mainly resting adult cells; measurable changes encompass all domains of cellular metabolism, such as bioenergetics, biosynthesis and redox potential (Cairns et al.,
Even Warburg effect, the quintessential cancer metabolic phenotype, can be seen as a specific adaptation to anabolic metabolism. Warburg effect is the observation that cancer cells, even in aerobic conditions, shift from oxidative phosphorylation to glycolysis for ATP production (Warburg, 1956). However, the glycolysis, which takes place in the cytosol, is relatively inefficient way to produce bioenergy in comparison to mitochondrial oxidative phosphorylation (glycolysis: 2 ATPs per glucose molecule vs. 36 by mitochondrial oxidative phosphorylation) (Vander Heiden et al., 2009). Therefore, the increased energy need of growing cells for biomass production could not possibly explain the Warburg effect. From the standpoint of anabolic metabolism, glycolysis and the parallel running anabolic pentose phosphate pathway (PPP) produce NADPH, which provides the reducing equivalents for many biosynthetic reactions, such as lipid synthesis and fatty acid elongation. Furthermore, the first product of glycolysis, phosphorylated glucose (glucose-6-phosphate), lies at starting point of both glycolysis and pentose phosphate pathway, which produces in addition to NADPH, ribose for the synthesis of nucleotides, and erythrose 4-phosphate (E4P) for the synthesis of aromatic amino acids (Vander Heiden et al., 2009). Moreover, the end product of glycolysis, pyruvate-derived acetyl-CoA, feeds lipid synthesis. These examples illustrate that while the glycolytic oxidation of glucose to pyruvate is an inefficient way to produce ATP, it still produces plenty of reducing equivalents, free energy, and carbon skeletons for biosynthesis (Vander Heiden et al., 2009).
MYC is inferred as a major player in metabolic transformation of cancer cells due to its pervasive impact on the genes encoding protein and enzyme mediators of glycolysis, glutaminolysis, mitochondrial biogenesis, and biosynthesis of macromolecules (Stine, Cairns, Kress). We single out below three metabolic pathways, which are altered by MYC and which represent the metabolic phenotype of many types of cancer cells (Figure 2).
Figure 2

MYC promotes anabolic metabolism. Normal quiescent cells (left) predominantly rely on mitochondrial oxidative phosphorylation (OXPHOS) to generate ATP energy. Breakdown of glucose in glycolysis and mitochondrial Krebs cycle yields ATP and reducing equivalents (NADH and FADH2). The transfer of electrons from reducing equivalents to molecular oxygen during OXPHOS completes the ATP-generating processes, yielding altogether 36 ATPs per glucose molecule. Supraphysiological expression of MYC induces a shift to anabolic metabolism (right), which predominantly produces building blocks for biosynthesis of macromolecules (nucleic acids, proteins, carbohydrates, lipids) at cost of less energy production. While aerobic glycolysis i.e. Warburg effect produces only 4 ATPs per glucose molecule, the glycolysis and parallel running pentose phosphate pathway (not shown in the figure) generate plenty of reducing equivalents for biosynthetic reactions. MYC also enhances utilization of glutamine-derived carbon for biosynthetic reactions and MYC transformed cells may use alpha-ketoglutarate (α-KG), a product of glutaminolysis, as a key anaplerotic substrate to maintain Krebs cycle-dependent biosynthetic reactions. The metabolic target genes regulated by MYC are marked with pink color. GLUT1, Glucose transporter 1; HK2, Hexokinase 2; LDH-A, Lactate dehydrogenase A; MCT, Monocarboxylate transporter; ASCT2, ASC amino acid transporter; SN2, System N glutamine transporter 2; GLS1, Glutaminase 1.
Glycolysis
MYC enhances glucose uptake by upregulating glucose transporters (GLUT1) (Osthus et al.,
Thus, it is likely that a sub-set of MYC's metabolic target genes reside beyond the classical high-affinity E-box promoter domain and therefore, comprise the group of genes that is only affected by the supraphysiological MYC levels (Figure 1). The projected benefit of increased anabolic metabolism for tumor cells generates selection pressure toward supraphysiological MYC expression but these metabolic transformation-specific signaling circuits also create cancer vulnerabilities for therapeutic intervention (discussed below, Lorenzin et al.,
Glutaminolytic programs
MYC has a notable role in regulation of glutamine metabolism, and many recent findings elucidating the specific role of MYC in glutaminolytic processes have stimulated broader interest in glutamine as an essential nutrient for cancer cells. Glucose and glutamine are both cells' primary carbon sources for ATP production and biosynthesis and these molecules are usually available in high quantities since glutamine is the most abundant circulating free amino acid in human blood (Mayers and Vander Heiden,
Glutamine anaplerosis
Otto Warburg originally attributed poor utilization of the mitochondrial oxidative phosphorylation by cancer cells to mitochondrial damage. However, while glycolysis-derived intermediates can importantly contribute to biosynthesis, they cannot make up the whole pool of biosynthetic molecules in the cell, which indicates a role for mitochondrial Krebs cycle in anabolic reactions of the cancer cells (Ochoa-Ruiz and Diaz-Ruiz,
As discussed above, MYC's effect on glutaminolysis can fuel the Krebs cycle (Le et al.,
MYC and AMPK–at the metabolic ambivalence
Cell viability affairs: consequences of declining ATP levels
As discussed earlier, the necessity of incessantly proliferating cells to shift their metabolic programs toward anabolic reactions occurs at the expense of ATP production. However, an adequate supply of ATP is necessary for normal cell functions and beneath that adequacy cells will die. For example, even a transient drop of cellular ATP levels in HeLa and other tumor cells is sufficient to kill the cells by means of mitochondrial regulated apoptosis (Vander Heiden et al., 1999; Izyumov et al.,
The principal cellular energy sensor is AMP activated kinase (AMPK), which is composed of the catalytic α-subunit and two regulatory subunits β and γ. AMPK has four adenine nucleotide-binding clefts of which two (sites 1 and 3) bind AMP, ADP, or ATP in a competative manner (Hardie,
AMPK–integrating catabolic processes to checkpoints of cell cycle and death
AMPK activation coordinates number of metabolic signaling pathways with the general purpose of switching on ATP generating catabolic pathways, while simultaneously switching off ATP consuming biosynthetic pathways. Some of these pathways will be discussed in more detail below but the principal impacts of AMPK activation on the catabolic pathways include stimulation of glucose uptake, glycolysis, fatty acid uptake, fatty acid oxidation, mitochondrial biogenesis and autophagy. AMPK activates the main mitochondrial biogenesis inducer PGC-1α, which then activates sequence of events via NRF-1 and NRF-2 transcription factors leading to increased production of mitochondrial enzymes as well as transcription and replication of mitochondrial DNA (Jornayvaz and Shulman,
The AMPK-induced ubiquitous negative impact on anabolic metabolism suppresses cell growth and proliferation. AMPK inhibits growth at least partly via AMPK-mediated phosphorylation of TSC2 and raptor, which events inhibit mTORC1 activity (Shackelford and Shaw, 2009). The inhibitory effects of AMPK on cell proliferation additionally include for example, suppression of BRAF and Hippo pathways mediator YAP (Zadra et al., 2015 and references therein). AMPK has also been considered as a mediator of metabolic G1/S checkpoint, which is triggered by glucose deprivation. Lack of glucose activates AMPK, which directly phosphorylates the N-terminal Ser15 of p53, leading to initiation of p53-dependent cell-cycle arrest or if the AMPK activity remains persistent, to cellular senescence (Jones et al.,
In addition to quiescence, metabolic activation of the AMPK-p53 axis can have more grave consequences to the cells. For example, glucose-deprivation induces AMPK and p53-dependent cell death in thymocytes and in human bone osteosarcoma U2OS cells (Okoshi et al.,
MYC and metabolic stress-induced cell death pathway: MYC triggers AMPK-dependent activation of P53
Given the opposing roles of MYC and AMPK pathways in regulation of cell metabolism, it can be anticipated that cells with both pathways simultaneously active will endure a significant amount of stress with potentially dire consequences. Several studies, including our own, have shown that an acute activation of MYC induces or contributes to depletion of the cellular ATP reservoirs and leads to concomitant activation of AMPK (Liu et al.,
However, from this point on, the nature of the p53 stabilizing signal appears to influence the subcellular locale where p53 accumulates. In our study, we observed that while administration of chemotherapeutic agents to mammary epithelial MCF10A cells (without active MYC) led to nuclear accumulation of p53, the activation of MYC in the same cells re-routed p53 to interact with BAK and BCL-XL in the mitochondria. These events led to conformational activation of BAK, which associates with higher sensitivity of the cells to apoptosis (Nieminen et al.,
From these findings we formulated the hypothesis that non-transformed cells have the ability to deal with declining ATP levels because of AMPK-p53-mediated checkpoint control mechanism (Jones et al.,
Complex relationship between MYC and AMPK in transformation and tumorigenesis
The findings discussed so far have highlighted AMPK as a metabolic checkpoint protein and a potential tumor suppressor protein, which claim is supported by large number of studies exposing the anti-growth, anti-proliferative and anti-survival actions of activated AMPK. However, it is now clear that the role of AMPK in cancer is more complex and highly contextual (Liang and Mills,
Specifically, the evidence for a tumor suppressor role of AMPK in context of MYC expression comes from the studies of Faubert et al, demonstrating that inactivation of the catalytic α1-subunit of AMPK accelerates MYC-driven lymphomagenesis (Faubert et al.,
Liver kinase B1 (LKB1) positively regulates the activity of at least 14 AMPK related downstream kinases (AMPK and ARKs; Katajisto et al.,
Genetic mutations in AMPK are not frequent in human cancer, although both point mutations and gene amplifications have been observed (Liang and Mills,
Contrary to the suggested role of AMPK as a tumor suppressor, there is also evidence that depletion of LKB1 or AMPK, and consequent loss of bioenergetic control, hypersensitizes cells to apoptosis and renders cells resistant to transformation (Shaw et al., 2004; Liang and Mills,
The current findings, which have provided support for both tumor beneficial and pestilent AMPK functions, are perhaps not contradictory if we consider the basal and high AMPK activity as separate entities. We postulate that the basal level of AMPK activity, which is important for bioenergetic homeostasis of proliferation-active cells, is likely to be beneficial for tumor growth at large whereas a high or prolonged catabolic AMPK activity generates an imminent conflict with the expression of oncogenes, such as MYC, which drive strongly anabolic growth promoting pathways. The scenario, if true, would be highly interesting from the therapeutic standpoint since AMPK activating drugs could make the metabolic conflict worse and promote selectively cell death in MYC transformed cells. Then, if the tumor cells evolve to survive apoptosis through inactivation of AMPK, this would lead to another type of apoptotic sensitivity in escapee tumor cells due to lack of proper bioenergetic control systems.
Future prospects
MYC has been for decades one of the most intensively studied oncoprotein, and while the protein itself is not targetable by traditional pharmacological approaches, the MYC-dependent pathways have formed a targetable domain for variety of synthetic lethal approaches. To mention few of recently identified plethora of MYC-dependent metabolic vulnerabilities, MYC is synthetic lethal with losses engineered to glucose metabolism genes, nucleotide metabolism genes, glutamine/glutamate transporters, or to genes encoding glycolysis or lipogenesis enzymes (reviewed in Stine et al., 2015). In addition, pharmacological “tool compound” inhibitors of LDH-A, GLS or lactate exporter MCT1 have been shown to inhibit MYC-dependent tumorigenesis in mouse models of cancer (Le et al.,
However, the general problem with any type of signaling intercepting strategy is that tumor cells quickly adapt to the interception and evolve to use alternative signaling pathways to restore the inhibited signaling capacity. The redundancy of kinase pathways, rendering cells resistant to clinical EGFR-tyrosine kinase inhibitors is a well-known example (Sun and Bernards, 2014). Therefore, on one hand, it can be anticipated that the broad repertoire of drugs for treating metabolic disorders will facilitate new drug development and drug repositioning initiatives aiming to exploit metabolic cancer vulnerabilities. On the other hand, it is also a serious concern that the enormous complexity and highly adaptive nature of metabolic networks will provide many escape routes for metabolically targeted tumors, which will eventually lead to therapy resistance.
We propose, not as a fact but as an incentive for future studies, that the dual role of AMPK as an essential guardian of cellular bioenergetic homeostasis and a formidable driver of catabolic metabolism may set AMPK apart as a potentially non-redundant cancer metabolic target. As discussed above, high or persistent AMPK activity promotes induction of transient or permanent cell cycle arrest or apoptosis. Therefore, AMPK activating compounds, such as biguanides metformin and phenformin or an allosteric activator A-769662 (Cool et al.,
Could tumor cells potentially evade AMPK's anti-proliferative or anti-survival functions by mutating p53? As discussed above, both the glucose stress- and MYC-induced AMPK activity induces p53 phosphorylation and stabilization, which promotes cell cycle arrest, premature senescence or apoptosis (Jones et al.,
It is tempting to speculate that MYC-induced anabolic reactions are highly incompatible with a persistently activated catabolic AMPK function, creating an unresolvable metabolic stress that exerts anti-proliferative or anti-survival effects independently of p53 (Figure 3). For example, MYC-driven tumor cells are highly dependent on ribosome biogenesis and protein synthesis, requiring a collaboration between MYC and mTOR signaling to satisfy the increased biosynthetic needs (van Riggelen et al., 2010; Pourdehnad et al., 2013). Persistent AMPK activity directly antagonizes mTOR-driven protein synthesis (Bolster et al.,
Figure 3

A model of metabolic stress and consequences caused by MYC-induced AMPK activity. MYC-induced metabolic transformation leads to declined ATP levels and enhanced AMPK activity. AMPK activity predominantly stimulates catabolic reactions, generating conflicting signals with the MYC-induced anabolic pathways (depicted in the figure, see text for details). The metabolic stress is directly or indirectly sensed by p53, which can contextually induce permanent cell cycle arrest (senescence) or sensitize cells to apoptosis.
One obvious scene of interest for future studies is the antagonistic relationship of AMPK and MYC in anaplerosis and how that will influence cell viability. Glutamine-deprivation induced apoptosis of tumor cells and MYC-transformed cells can be rescued by addition of exogenous alpha-ketoglutarate (α-KG) to the cells, suggesting that the anaplerotic flux of glutamine into the Krebs cycle is a critical survival mechanism (DeBerardinis et al.,
Funding
This work was funded by the Academy of Finland, TEKES, and Finnish Cancer Organizations. HH and JA were funded by Integrative Life Sciences (ILS) doctoral program. HH was funded by Emil Aaltonen foundation, Inkeri and Mauri Vänskä Foundation and Biomedicum Helsinki foundation.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Statements
Author contributions
HH, JK, and JA wrote the paper. HH (and JA) prepared the figures.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1
AgudaB. D.KimY.Piper-HunterM. G.FriedmanA.MarshC. B. (2008). MicroRNA regulation of a cancer network: consequences of the feedback loops involving miR-17-92, E2F, and Myc. Proc. Natl. Acad. Sci. U.S.A.105, 19678–19683. 10.1073/pnas.0811166106
2
AkinyekeT.MatsumuraS.WangX.WuY.SchalferE. D.SaxenaA.et al. (2013). Metformin targets c-MYC oncogene to prevent prostate cancer. Carcinogenesis34, 2823–2832. 10.1093/carcin/bgt307
3
AltmanB. J.StineZ. E.DangC. V. (2016). From Krebs to clinic: glutamine metabolism to cancer therapy. Nat. Rev. Cancer16, 619–634. 10.1038/nrc.2016.71
4
BlandinoG.ValerioM.CioceM.MoriF.CasadeiL.PulitoC.et al. (2012). Metformin elicits anticancer effects through the sequential modulation of DICER and c-MYC. Nat. Commun.3:865. 10.1038/ncomms1859
5
BolsterD. R.CrozierS. J.KimballS. R.JeffersonL. S. (2002). AMP-activated protein kinase suppresses protein synthesis in rat skeletal muscle through down-regulated mammalian target of rapamycin (mTOR) signaling. J. Biol. Chem.277, 23977–23980. 10.1074/jbc.C200171200
6
BowkerS. L.MajumdarS. R.VeugelersP.JohnsonJ. A. (2006). Increased cancer-related mortality for patients with type 2 diabetes who use sulfonylureas or insulin. Diabetes Care29, 254–258. 10.2337/diacare.29.02.06.dc05-1558
7
BowtellJ. L.BruceM. (2002). Glutamine: an anaplerotic precursor. Nutrition18, 222–224. 10.1016/S0899-9007(01)00795-X
8
BrunetA.BonniA.ZigmondM. J.LinM. Z.JuoP.HuL. S.et al. (1999). Akt promotes cell survival by phosphorylating and inhibiting a Forkhead transcription factor. Cell96, 857–868. 10.1016/S0092-8674(00)80595-4
9
BuzzaiM.JonesR. G.AmaravadiR. K.LumJ. J.DeBerardinisR. J.ZhaoF.et al. (2007). Systemic treatment with the antidiabetic drug metformin selectively impairs p53-deficient tumor cell growth. Cancer Res.67, 6745–6752. 10.1158/0008-5472.CAN-06-4447
10
CairnsR. A.HarrisI. S.MakT. W. (2011). Regulation of cancer cell metabolism. Nat. Rev. Cancer11, 85–95. 10.1038/nrc2981
11
CastedoM.FerriK. F.KroemerG. (2002). Mammalian target of rapamycin (mTOR): pro- and anti-apoptotic. Cell Death Differ.9, 99–100. 10.1038/sj.cdd.4400978
12
ChaubeB.MalviP.SinghS. V.MohammadN.ViolletB.BhatM. K. (2015). AMPK maintains energy homeostasis and survival in cancer cells via regulating p38/PGC-1α-mediated mitochondrial biogenesis. Cell Death Discov.1:15063. 10.1038/cddiscovery.2015.63
13
ConcannonC. G.TuffyL. P.WeisovaP.BonnerH. P.DavilaD.BonnerC.et al. (2010). AMP kinase-mediated activation of the BH3-only protein Bim couples energy depletion to stress-induced apoptosis. J. Cell Biol.189, 83–94. 10.1083/jcb.200909166
14
CoolB.ZinkerB.ChiouW.KifleL.CaoN.PerhamM.et al. (2006). Identification and characterization of a small molecule AMPK activator that treats key components of type 2 diabetes and the metabolic syndrome. Cell Metab.3, 403–416. 10.1016/j.cmet.2006.05.005
15
DangC. V. (2012). MYC on the path to cancer. Cell149, 22–35. 10.1016/j.cell.2012.03.003
16
DangC. V. (2013). MYC, metabolism, cell growth, and tumorigenesis. Cold Spring Harb. Perspect. Med.3:a014217. 10.1101/cshperspect.a014217
17
DavidC. J.ChenM.AssanahM.CanollP.ManleyJ. L. (2010). HnRNP proteins controlled by c-Myc deregulate pyruvate kinase mRNA splicing in cancer. Nature463, 364–368. 10.1038/nature08697
18
DavilaD.ConnollyN. M.BonnerH.WeisovaP.DussmannH.ConcannonC. G.et al. (2012). Two-step activation of FOXO3 by AMPK generates a coherent feed-forward loop determining excitotoxic cell fate. Cell Death Differ.19, 1677–1688. 10.1038/cdd.2012.49
19
DeBerardinisR. J. (2008). Is cancer a disease of abnormal cellular metabolism? New angles on an old idea. Genet. Med.10, 767–777. 10.1097/GIM.0b013e31818b0d9b
20
DeBerardinisR. J.MancusoA.DaikhinE.NissimI.YudkoffM.WehrliS.et al. (2007). Beyond aerobic glycolysis: transformed cells can engage in glutamine metabolism that exceeds the requirement for protein and nucleotide synthesis. Proc. Natl. Acad. Sci. U.S.A.104, 19345–19350. 10.1073/pnas.0709747104
21
DohertyJ. R.YangC.ScottK. E.CameronM. D.FallahiM.LiW.et al. (2014). Blocking lactate export by inhibiting the Myc target MCT1 Disables glycolysis and glutathione synthesis. Cancer Res.74, 908–920. 10.1158/0008-5472.CAN-13-2034
22
Dominguez-SolaD.YingC. Y.GrandoriC.RuggieroL.ChenB.LiM.et al. (2007). Non-transcriptional control of DNA replication by c-Myc. Nature448, 445–451. 10.1038/nature05953
23
DongP.MaddaliM. V.SrimaniJ. K.ThelotF.NevinsJ. R.Mathey-PrevotB.et al. (2014). Division of labour between Myc and G1 cyclins in cell cycle commitment and pace control. Nat. Commun.5:4750. 10.1038/ncomms5750
24
DreyerH. C.FujitaS.CadenasJ. G.ChinkesD. L.VolpiE.RasmussenB. B. (2006). Resistance exercise increases AMPK activity and reduces 4E-BP1 phosphorylation and protein synthesis in human skeletal muscle. J. Physiol.576, 613–624. 10.1113/jphysiol.2006.113175
25
EilersM.EisenmanR. N. (2008). Myc's broad reach. Genes Dev.22, 2755–2766. 10.1101/gad.1712408
26
EilersM.SchirmS.BishopJ. M. (1991). The MYC protein activates transcription of the alpha-prothymosin gene. EMBO J.10, 133–141.
27
EvanG. I.WyllieA. H.GilbertC. S.LittlewoodT. D.LandH.BrooksM.et al. (1992). Induction of apoptosis in fibroblasts by c-myc protein. Cell69, 119–128. 10.1016/0092-8674(92)90123-T
28
EvansJ. M.DonnellyL. A.Emslie-SmithA. M.AlessiD. R.MorrisA. D. (2005). Metformin and reduced risk of cancer in diabetic patients. BMJ330, 1304–1305. 10.1136/bmj.38415.708634.F7
29
FaubertB.BoilyG.IzreigS.GrissT.SamborskaB.DongZ.et al. (2013). AMPK is a negative regulator of the Warburg effect and suppresses tumor growth in vivo. Cell Metab.17, 113–124. 10.1016/j.cmet.2012.12.001
30
FaubertB.VincentE. E.GrissT.SamborskaB.IzreigS.SvenssonR. U.et al. (2014). Loss of the tumor suppressor LKB1 promotes metabolic reprogramming of cancer cells via HIF-1α. Proc. Natl. Acad. Sci. U.S.A.111, 2554–2559. 10.1073/pnas.1312570111
31
FedotchevaN. I.SokolovA. P.KondrashovaM. N. (2006). Nonezymatic formation of succinate in mitochondria under oxidative stress. Free Radic. Biol. Med.41, 56–64. 10.1016/j.freeradbiomed.2006.02.012
32
FogartyS.HardieD. G. (2010). Development of protein kinase activators: AMPK as a target in metabolic disorders and cancer. Biochim. Biophys. Acta1804, 581–591. 10.1016/j.bbapap.2009.09.012
33
Freed-PastorW. A.PrivesC. (2012). Mutant p53: one name, many proteins. Genes Dev.26, 1268–1286. 10.1101/gad.190678.112
34
GaoP.TchernyshyovI.ChangT. C.LeeY. S.KitaK.OchiT.et al. (2009). c-Myc suppression of miR-23a/b enhances mitochondrial glutaminase expression and glutamine metabolism. Nature458, 762–765. 10.1038/nature07823
35
GreenD. R.KroemerG. (2009). Cytoplasmic functions of the tumour suppressor p53. Nature458, 1127–1130. 10.1038/nature07986
36
GrissT.VincentE. E.EgnatchikR.ChenJ.MaE. H.FaubertB.et al. (2015). Metformin antagonizes cancer cell proliferation by suppressing mitochondrial-dependent biosynthesis. PLoS Biol.13:e1002309. 10.1371/journal.pbio.1002309
37
HadadS. M.BakerL.QuinlanP. R.RobertsonK. E.BrayS. E.ThomsonG.et al. (2009). Histological evaluation of AMPK signalling in primary breast cancer. BMC Cancer9:307. 10.1186/1471-2407-9-307
38
HaikalaH. M.MarquesE.TurunenM.KlefströmJ. (2016). Myc requires RhoA/SRF to reprogram glutamine metabolism. Small GTPases. [Epub ahead of print]. 10.1080/21541248.2016.1224287
39
HardieD. G. (2014). AMPK–sensing energy while talking to other signaling pathways. Cell Metab.20, 939–952. 10.1016/j.cmet.2014.09.013
40
HardieD. G. (2015). Molecular Pathways: is AMPK a Friend or a Foe in Cancer?Clin. Cancer Res.21, 3836–3840. 10.1158/1078-0432.CCR-14-3300
41
HardieD. G.SchafferB. E.BrunetA. (2016). AMPK: an energy-sensing pathway with multiple inputs and outputs. Trends Cell Biol.26, 190–201. 10.1016/j.tcb.2015.10.013
42
HoriuchiD.KusdraL.HuskeyN. E.ChandrianiS.LenburgM. E.Gonzalez-AnguloA. M.et al. (2012). MYC pathway activation in triple-negative breast cancer is synthetic lethal with CDK inhibition. J. Exp. Med.209, 679–696. 10.1084/jem.20111512
43
InokiK.ZhuT.GuanK. L. (2003). TSC2 mediates cellular energy response to control cell growth and survival. Cell115, 577–590. 10.1016/S0092-8674(03)00929-2
44
IzyumovD. S.AvetisyanA. V.PletjushkinaO. Y.SakharovD. V.WirtzK. W.ChernyakB. V.et al. (2004). “Wages of fear”: transient threefold decrease in intracellular ATP level imposes apoptosis. Biochim. Biophys. Acta1658, 141–147. 10.1016/j.bbabio.2004.05.007
45
JonesR. G.PlasD. R.KubekS.BuzzaiM.MuJ.XuY.et al. (2005). AMP-activated protein kinase induces a p53-dependent metabolic checkpoint. Mol. Cell18, 283–293. 10.1016/j.molcel.2005.03.027
46
JornayvazF. R.ShulmanG. I. (2010). Regulation of mitochondrial biogenesis. Essays Biochem.47, 69–84. 10.1042/bse0470069
47
KatajistoP.ValleniusT.VaahtomeriK.EkmanN.UddL.TiainenM.et al. (2007). The LKB1 tumor suppressor kinase in human disease. Biochim. Biophys. Acta1775, 63–75. 10.1016/j.bbcan.2006.08.003
48
KimJ. W.ZellerK. I.WangY.JeggaA. G.AronowB. J.O'DonnellK. A.et al. (2004). Evaluation of myc E-box phylogenetic footprints in glycolytic genes by chromatin immunoprecipitation assays. Mol. Cell. Biol.24, 5923–5936. 10.1128/MCB.24.13.5923-5936.2004
49
KressT. R.SaboA.AmatiB. (2015). MYC: connecting selective transcriptional control to global RNA production. Nat. Rev. Cancer15, 593–607. 10.1038/nrc3984
50
KruseJ. P.GuW. (2008). SnapShot: p53 posttranslational modifications. Cell133, e930–e931. 10.1016/j.cell.2008.05.020
51
LaneA. N.FanT. W. (2015). Regulation of mammalian nucleotide metabolism and biosynthesis. Nucleic Acids Res.43, 2466–2485. 10.1093/nar/gkv047
52
LeA.CooperC. R.GouwA. M.DinavahiR.MaitraA.DeckL. M.et al. (2010). Inhibition of lactate dehydrogenase A induces oxidative stress and inhibits tumor progression. Proc. Natl. Acad. Sci. U.S.A.107, 2037–2042. 10.1073/pnas.0914433107
53
LeA.LaneA. N.HamakerM.BoseS.GouwA.BarbiJ.et al. (2012). Glucose-independent glutamine metabolism via TCA cycling for proliferation and survival in B cells. Cell Metab.15, 110–121. 10.1016/j.cmet.2011.12.009
54
LiP.ZhaoM.ParrisA. B.FengX.YangX. (2015). p53 is required for metformin-induced growth inhibition, senescence and apoptosis in breast cancer cells. Biochem. Biophys. Res. Commun.464, 1267–1274. 10.1016/j.bbrc.2015.07.117
55
LiangJ.MillsG. B. (2013). AMPK: a contextual oncogene or tumor suppressor?Cancer Res.73, 2929–2935. 10.1158/0008-5472.CAN-12-3876
56
LinC. Y.LovenJ.RahlP. B.ParanalR. M.BurgeC. B.BradnerJ. E.et al. (2012). Transcriptional amplification in tumor cells with elevated c-Myc. Cell151, 56–67. 10.1016/j.cell.2012.08.026
57
LiuL.UlbrichJ.MullerJ.WustefeldT.AeberhardL.KressT. R.et al. (2012). Deregulated MYC expression induces dependence upon AMPK-related kinase 5. Nature483, 608–612. 10.1038/nature10927
58
LongleyD. B.HarkinD. P.JohnstonP. G. (2003). 5-fluorouracil: mechanisms of action and clinical strategies. Nat. Rev. Cancer3, 330–338. 10.1038/nrc1074
59
LorenzinF.BenaryU.BaluapuriA.WalzS.JungL. A.von EyssB.et al. (2016). Different promoter affinities account for specificity in MYC-dependent gene regulation. Elife5:e15161. 10.7554/eLife.15161
60
LoweS. W.CeperoE.EvanG. (2004). Intrinsic tumour suppression. Nature432, 307–315. 10.1038/nature03098
61
MaillouxR. J.BeriaultR.LemireJ.SinghR.ChenierD. R.HamelR. D.et al. (2007). The tricarboxylic acid cycle, an ancient metabolic network with a novel twist. PLoS ONE2:e690. 10.1371/journal.pone.0000690
62
MayersJ. R.Vander HeidenM. G. (2015). Famine versus feast: understanding the metabolism of tumors in vivo. Trends Biochem. Sci.40, 130–140. 10.1016/j.tibs.2015.01.004
63
MeisseD.Van de CasteeleM.BeauloyeC.HainaultI.KefasB. A.RiderM. H.et al. (2002). Sustained activation of AMP-activated protein kinase induces c-Jun N-terminal kinase activation and apoptosis in liver cells. FEBS Lett.526, 38–42. 10.1016/S0014-5793(02)03110-1
64
MihaylovaM. M.ShawR. J. (2011). The AMPK signalling pathway coordinates cell growth, autophagy and metabolism. Nat. Cell Biol.13, 1016–1023. 10.1038/ncb2329
65
MorrishF.HockenberyD. (2014). MYC and mitochondrial biogenesis. Cold Spring Harb. Perspect. Med.4:a014225. 10.1101/cshperspect.a014225
66
MorrishF.IsernN.SadilekM.JeffreyM.HockenberyD. M. (2009). c-Myc activates multiple metabolic networks to generate substrates for cell-cycle entry. Oncogene28, 2485–2491. 10.1038/onc.2009.112
67
MorrishF.NoonanJ.Perez-OlsenC.GafkenP. R.FitzgibbonM.KelleherJ.et al. (2010). Myc-dependent mitochondrial generation of acetyl-CoA contributes to fatty acid biosynthesis and histone acetylation during cell cycle entry. J. Biol. Chem.285, 36267–36274. 10.1074/jbc.M110.141606
68
NieZ.HuG.WeiG.CuiK.YamaneA.ReschW.et al. (2012). c-Myc is a universal amplifier of expressed genes in lymphocytes and embryonic stem cells. Cell151, 68–79. 10.1016/j.cell.2012.08.033
69
NiemiecT.SikorskaJ.HarrisonA.SzmidtM.SawoszE.Wirth-DzieciolowskaE.et al. (2011). Alpha-ketoglutarate stabilizes redox homeostasis and improves arterial elasticity in aged mice. J. Physiol. Pharmacol.62, 37–43.
70
NieminenA. I.EskelinenV. M.HaikalaH. M.TervonenT. A.YanY.PartanenJ. I.et al. (2013). Myc-induced AMPK-phospho p53 pathway activates Bak to sensitize mitochondrial apoptosis. Proc. Natl. Acad. Sci. U.S.A.110, E1839–E1848. 10.1073/pnas.1208530110
71
NieminenA. I.PartanenJ. I.KlefstromJ. (2007). c-Myc blazing a trail of death: coupling of the mitochondrial and death receptor apoptosis pathways by c-Myc. Cell Cycle6, 2464–2472. 10.4161/cc.6.20.4917
72
Ochoa-RuizE.Diaz-RuizR. (2012). Anaplerosis in cancer: another step beyond the Warburg effect. Am. J. Mol. Biol.2, 291–303. 10.4236/ajmb.2012.24031
73
OdaK.ArakawaH.TanakaT.MatsudaK.TanikawaC.MoriT.et al. (2000). p53AIP1, a potential mediator of p53-dependent apoptosis, and its regulation by Ser-46-phosphorylated p53. Cell102, 849–862. 10.1016/S0092-8674(00)00073-8
74
OkoshiR.OzakiT.YamamotoH.AndoK.KoidaN.OnoS.et al. (2008). Activation of AMP-activated protein kinase induces p53-dependent apoptotic cell death in response to energetic stress. J. Biol. Chem.283, 3979–3987. 10.1074/jbc.M705232200
75
OsthusR. C.ShimH.KimS.LiQ.ReddyR.MukherjeeM.et al. (2000). Deregulation of glucose transporter 1 and glycolytic gene expression by c-Myc. J. Biol. Chem.275, 21797–21800. 10.1074/jbc.C000023200
76
OwenO. E.KalhanS. C.HansonR. W. (2002). The key role of anaplerosis and cataplerosis for citric acid cycle function. J. Biol. Chem.277, 30409–30412. 10.1074/jbc.R200006200
77
PartanenJ. I.NieminenA. I.MakelaT. P.KlefstromJ. (2007). Suppression of oncogenic properties of c-Myc by LKB1-controlled epithelial organization. Proc. Natl. Acad. Sci. U.S.A.104, 14694–14699. 10.1073/pnas.0704677104
78
PartanenJ. I.TervonenT. A.MyllynenM.LindE.ImaiM.KatajistoP.et al. (2012). Tumor suppressor function of Liver kinase B1 (Lkb1) is linked to regulation of epithelial integrity. Proc. Natl. Acad. Sci. U.S.A.109, E388–E397. 10.1073/pnas.1120421109
79
PelengarisS.KhanM.EvanG. (2002). c-MYC: more than just a matter of life and death. Nat. Rev. Cancer2, 764–776. 10.1038/nrc904
80
PourdehnadM.TruittM. L.SiddiqiI. N.DuckerG. S.ShokatK. M.RuggeroD. (2013). Myc and mTOR converge on a common node in protein synthesis control that confers synthetic lethality in Myc-driven cancers. Proc. Natl. Acad. Sci. U.S.A.110, 11988–11993. 10.1073/pnas.1310230110
81
PrioloC.PyneS.RoseJ.ReganE. R.ZadraG.PhotopoulosC.et al. (2014). AKT1 and MYC induce distinctive metabolic fingerprints in human prostate cancer. Cancer Res.74, 7198–7204. 10.1158/0008-5472.CAN-14-1490
82
SaboA.KressT. R.PelizzolaM.de PretisS.GorskiM. M.TesiA.et al. (2014). Selective transcriptional regulation by Myc in cellular growth control and lymphomagenesis. Nature511, 488–492. 10.1038/nature13537
83
ShackelfordD. B.ShawR. J. (2009). The LKB1-AMPK pathway: metabolism and growth control in tumour suppression. Nat. Rev. Cancer9, 563–575. 10.1038/nrc2676
84
ShackelfordD. B.VasquezD. S.CorbeilJ.WuS.LeblancM.WuC. L.et al. (2009). mTOR and HIF-1alpha-mediated tumor metabolism in an LKB1 mouse model of Peutz-Jeghers syndrome. Proc. Natl. Acad. Sci. U.S.A.106, 11137–11142. 10.1073/pnas.0900465106
85
ShawR. J.KosmatkaM.BardeesyN.HurleyR. L.WittersL. A.DePinhoR. A.et al. (2004). The tumor suppressor LKB1 kinase directly activates AMP-activated kinase and regulates apoptosis in response to energy stress. Proc. Natl. Acad. Sci. U.S.A.101, 3329–3335. 10.1073/pnas.0308061100
86
StineZ. E.WaltonZ. E.AltmanB. J.HsiehA. L.DangC. V. (2015). MYC, Metabolism, and cancer. Cancer Discov.5, 1024–1039. 10.1158/2159-8290.CD-15-0507
87
SunC.BernardsR. (2014). Feedback and redundancy in receptor tyrosine kinase signaling: relevance to cancer therapies. Trends Biochem. Sci.39, 465–474. 10.1016/j.tibs.2014.08.010
88
Vander HeidenM. G.CantleyL. C.ThompsonC. B. (2009). Understanding the Warburg effect: the metabolic requirements of cell proliferation. Science324, 1029–1033. 10.1126/science.1160809
89
Vander HeidenM. G.ChandelN. S.SchumackerP. T.ThompsonC. B. (1999). Bcl-xL prevents cell death following growth factor withdrawal by facilitating mitochondrial ATP/ADP exchange. Mol. Cell3, 159–167. 10.1016/S1097-2765(00)80307-X
90
van RiggelenJ.YetilA.FelsherD. W. (2010). MYC as a regulator of ribosome biogenesis and protein synthesis. Nat. Rev. Cancer10, 301–309. 10.1038/nrc2819
91
VasevaA. V.MollU. M. (2009). The mitochondrial p53 pathway. Biochim. Biophys. Acta1787, 414–420. 10.1016/j.bbabio.2008.10.005
92
WalzS.LorenzinF.MortonJ.WieseK. E.von EyssB.HeroldS.et al. (2014). Activation and repression by oncogenic MYC shape tumour-specific gene expression profiles. Nature511, 483–487. 10.1038/nature13473
93
WangJ. B.EricksonJ. W.FujiR.RamachandranS.GaoP.DinavahiR.et al. (2010). Targeting mitochondrial glutaminase activity inhibits oncogenic transformation. Cancer Cell18, 207–219. 10.1016/j.ccr.2010.08.009
94
WangR.DillonC. P.ShiL. Z.MilastaS.CarterR.FinkelsteinD.et al. (2011). The transcription factor Myc controls metabolic reprogramming upon T lymphocyte activation. Immunity35, 871–882. 10.1016/j.immuni.2011.09.021
95
WarburgO. (1956). On the origin of cancer cells. Science123, 309–314. 10.1126/science.123.3191.309
96
WellenK. E.LuC.MancusoA.LemonsJ. M.RyczkoM.DennisJ. W.et al. (2010). The hexosamine biosynthetic pathway couples growth factor-induced glutamine uptake to glucose metabolism. Genes Dev.24, 2784–2799. 10.1101/gad.1985910
97
WieseK. E.HaikalaH. M.von EyssB.WolfE.EsnaultC.RosenwaldA.et al. (2015). Repression of SRF target genes is critical for Myc-dependent apoptosis of epithelial cells. EMBO J.34, 1554–1571. 10.15252/embj.201490467
98
WiseD. R.DeBerardinisR. J.MancusoA.SayedN.ZhangX. Y.PfeifferH. K.et al. (2008). Myc regulates a transcriptional program that stimulates mitochondrial glutaminolysis and leads to glutamine addiction. Proc. Natl. Acad. Sci. U.S.A.105, 18782–18787. 10.1073/pnas.0810199105
99
WiseD. R.ThompsonC. B. (2010). Glutamine addiction: a new therapeutic target in cancer. Trends Biochem. Sci.35, 427–433. 10.1016/j.tibs.2010.05.003
100
WonseyD. R.ZellerK. I.DangC. V. (2002). The c-Myc target gene PRDX3 is required for mitochondrial homeostasis and neoplastic transformation. Proc. Natl. Acad. Sci. U.S.A.99, 6649–6654. 10.1073/pnas.102523299
101
XiangY.StineZ. E.XiaJ.LuY.O'ConnorR. S.AltmanB. J.et al. (2015). Targeted inhibition of tumor-specific glutaminase diminishes cell-autonomous tumorigenesis. J. Clin. Invest.125, 2293–2306. 10.1172/JCI75836
102
YunevaM. O.FanT. W.AllenT. D.HigashiR. M.FerrarisD. V.TsukamotoT.et al. (2012). The metabolic profile of tumors depends on both the responsible genetic lesion and tissue type. Cell Metab.15, 157–170. 10.1016/j.cmet.2011.12.015
103
ZadraG.BatistaJ. L.LodaM. (2015). Dissecting the dual role of AMPK in cancer: from experimental to human studies. Mol. Cancer Res.13, 1059–1072. 10.1158/1541-7786.MCR-15-0068
104
ZellerK. I.JeggaA. G.AronowB. J.O'DonnellK. A.DangC. V. (2003). An integrated database of genes responsive to the Myc oncogenic transcription factor: identification of direct genomic targets. Genome Biol.4:R69. 10.1186/gb-2003-4-10-r69
105
ZellerK. I.ZhaoX.LeeC. W.ChiuK. P.YaoF.YusteinJ. T.et al. (2006). Global mapping of c-Myc binding sites and target gene networks in human B cells. Proc. Natl. Acad. Sci. U.S.A.103, 17834–17839. 10.1073/pnas.0604129103
Summary
Keywords
MYC, AMPK, cancer metabolism, apoptosis, glycolysis, glutamine metabolism, anaplerosis, synthetic lethality
Citation
Haikala HM, Anttila JM and Klefström J (2017) MYC and AMPK–Save Energy or Die!. Front. Cell Dev. Biol. 5:38. doi: 10.3389/fcell.2017.00038
Received
01 February 2017
Accepted
27 March 2017
Published
11 April 2017
Volume
5 - 2017
Edited by
Ignacio Moreno De Alborán, Consejo Superior de Investigaciones Científicas (CSIC), Spain
Reviewed by
Giovanni Blandino, Istituti Fisioterapici Ospitalieri (IRCCS), Italy; Patricia Sancho, Queen Mary University of London, UK
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© 2017 Haikala, Anttila and Klefström.
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*Correspondence: Juha Klefström juha.klefstrom@helsinki.fi
This article was submitted to Molecular and Cellular Oncology, a section of the journal Frontiers in Cell and Developmental Biology
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