Prognostic significance of AMP-activated protein kinase expression and modifying effect of MAPK3/1 in colorectal cancer

Background: AMP-activated protein kinase (AMPK, PRKA) has central roles in cellular metabolic sensing and energy balance homeostasis, and interacts with various pathways (e.g., TP53 (p53), FASN, MTOR and MAPK3/1 (ERK)). AMP-activated protein kinase activation is cytotoxic to cancer cells, supporting AMPK as a tumour suppressor and a potential therapeutic target. However, no study has examined its prognostic role in colorectal cancers. Methods: Among 718 colon and rectal cancers, phosphorylated AMPK (p-AMPK) and p-MAPK3/1 expression was detected in 409 and 202 tumours, respectively, by immunohistochemistry. Cox proportional hazards model was used to compute mortality hazard ratio (HR), adjusting for clinical and tumoral features, including microsatellite instability, CpG island methylator phenotype, LINE-1 methylation, and KRAS, BRAF and PIK3CA mutations. Results: Phosphorylated AMPK expression was not associated with survival among all patients. Notably, prognostic effect of p-AMPK significantly differed by p-MAPK3/1 status (Pinteraction=0.0017). Phosphorylated AMPK expression was associated with superior colorectal cancer-specific survival (adjusted HR 0.42; 95% confidence interval (CI), 0.24–0.74) among p-MAPK3/1-positive cases, but not among p-MAPK3/1-negative cases (adjusted HR 1.22; 95% CI: 0.85–1.75). Conclusion: Phosphorylated AMPK expression in colorectal cancer is associated with superior prognosis among p-MAPK3/1-positive cases, but not among p-MAPK3/1-negative cases, suggesting a possible interaction between the AMPK and MAPK pathways influencing tumour behaviour.

Colorectal cancer is the fourth most common malignancy and the second most frequent cause of cancer-related death in the United States, with approximately 50 000 cancer-related deaths in 2009 (Jemal et al, 2009). Colorectal cancer arises through a multistep carcinogenic process in which genetic and epigenetic alterations (e.g., microsatellite instability (MSI), CpG island methylation, mutations in KRAS, BRAF and PIK3CA) accumulate in a sequential manner. A better understanding of molecular alterations in colorectal cancer may be of great clinical importance. KRAS mutational status of stage IV colorectal cancer is a predictive biomarker for anti-EGFR treatment (Loupakis et al, 2009). In addition, BRAF mutation identifies a subgroup of patients with unfavourable prognosis Roth et al, 2010).
AMP-activated protein kinase (AMPK; PRKA, the HUGOapproved official gene stem symbol) is a heterotrimeric serine/ threonine protein kinase, which acts as a cellular sensor for energy balance status. AMP-activated protein kinase is phosphorylated by its upstream kinase STK11 (LKB1) in response to an increase in cellular AMP/ATP ratio (Shackelford and Shaw, 2009). It regulates cell proliferation and growth by inhibition of the MTOR pathway and fatty acid synthesis, and activation of the TP53-CDKN1A (p21) pathway ( Figure 1) (Inoki and Guan, 2009). The MAPK3/1 (extracellular signal-regulated kinase (ERK)1/2) pathway is activated by extracellular and intracellular mitogenic stimuli and has crucial roles in cellular differentiation, proliferation and survival (Schubbert et al, 2007). Interactions between the STK11 (LKB1)-AMPK pathway and the MAPK3/1 pathway in human cancer cells including colon cancer cells have been documented (Esteve-Puig et al, 2009;Zheng et al, 2009;Kim et al, 2010). AMP-activated protein kinase activation is cytotoxic to various cancer cell types, and inhibits tumour growth (Buzzai et al, 2007;Zakikhani et al, 2008), supporting AMPK as a tumour suppressor and a potential target for cancer therapy and chemoprevention (Fay et al, 2009). Thus, better understanding of the mechanism and consequence of AMPK activation in human cancer is increasingly important.
To our best knowledge, no previous study has examined AMPK status and patient prognosis in human colorectal cancer. Given potential roles of AMPK as a regulator of cellular metabolism and a tumour suppressor related to cellular signaling pathways (e.g., the MAPK3/1 pathway), we hypothesised that AMPK might interact with MAPK3/1 to modify tumour behaviour.
To test this hypothesis, we utilised a database of 718 stage I -IV colorectal cancers in two prospective cohort studies, and examined the prognostic role of phosphorylated-AMPK expression and modifying effect of MAPK3/1. As a result of our database with other tumoral variables including FASN, TP53, KRAS, BRAF and PIK3CA mutations, MSI, the CpG island methylator phenotype (CIMP) and LINE-1 methylation, we could examine the relationship between AMPK status and other molecular features, as well as interactive prognostic effect of AMPK and other molecular events.

Study group
We utilised the databases of two independent, prospective cohort studies; the Nurses' Health Study (N ¼ 121 701 women followed since 1976), and the Health Professionals Follow-Up Study (N ¼ 51 529 men followed since 1986) (Chan et al, 2007). A subset of the cohort participants developed colorectal cancers during prospective follow-up. We collected paraffin-embedded tissue blocks from hospitals where patients underwent tumour resections. We excluded cases for which preoperative treatment was administered. Tissue sections from all colorectal cancer cases were reviewed by a pathologist (SO) unaware of other data. The tumour grade was categorised as low vs high (X50 vs o50% gland formation). The type of tumour border (expansile or infiltrative) was categorised as previously published criteria (Ogino et al, 2006e). On the basis of the availability of adequate tissue specimens and follow-up data, a total of 718 colorectal cancers (diagnosed up to 2004) were included. Patients were observed until death or 30 June 2008, whichever came first. Among our cohort studies, there was no significant difference in demographic features between cases with tissue available and those without available tissue (Chan et al, 2007). This current analysis represents a new analysis of p-AMPK and p-MAPK3/1 on the existing colorectal cancer database that has been previously characterised for CIMP, MSI, KRAS, BRAF, PIK3CA, LINE-1 methylation and clinical outcome . However, in any of our previous studies, we have neither examined AMPK or MAPK3/1 expression. Informed consent was obtained from all study subjects. Tissue collection and analyses were approved by the Harvard School of Public Health and Brigham and Women's Hospital Institutional Review Boards.
Sequencing of KRAS, BRAF and PIK3CA and MSI analysis DNA was extracted from tumour tissue, and PCR and pyrosequencing targeted for KRAS (codons 12 and 13) (Ogino et al, 2005), BRAF (codon 600) (Ogino et al, 2006d) and PIK3CA (exons 9 and 20) were performed . The status of MSI was determined by analysing variability in the length of the microsatellite markers from tumour DNA compared with normal DNA. We used D2S123, D5S346, D17S250, BAT25, BAT26 BAT40, D18S55, D18S56, D18S67 and D18S487 (Ogino et al, 2006a). Microsatellite instability-high was defined as the presence of instability in X30% of the markers, and MSI-low/microsatellite stability (MSS) as instability in 0 -29% of the markers according to the Bethesda guideline (Boland et al, 1998).

Immunohistochemistry
Tissue microarrays were constructed as previously described (Ogino et al, 2006b). Methods of immunohistochemistry were previously described for TP53 and FASN (fatty acid synthase) (Ogino et al, 2006a(Ogino et al, , 2008c. For AMP-activated protein kinase (AMPK, PRKA), we evaluated PRKAA (AMPKa) Thr172 phosphorylation status (Figure 2). Deparaffinised tissue sections in Antigen Retrieval Citra Solution (Biogenex Laboratories, San Ramon, CA, USA) were treated with microwave in a pressure cooker (25 min). Tissue sections were incubated with 5% normal goat serum (Vector Laboratories, Burlingame, CA, USA) in phosphate-buffered saline (30 min). Primary antibody against p-AMPK (rabbit monoclonal anti-phospho-AMPKa (Thr172) (40H9), 1 : 100 dilution; Cell Signaling Technology, Boston, MA, USA) was applied (Ji et al, 2007;Contreras et al, 2008;Hadad et al, 2009;Vazquez-Martin et al, 2009;Zheng et al, 2009), and the slides were maintained at 41C for overnight, followed by rabbit secondary antibody (Vector Laboratories) (60 min), an avidin -biotin complex conjugate (Vector Laboratories) (60 min), diaminobenzidine (5 min) and methyl-green counterstain. Cytoplasmic p-AMPK expression was recorded as no expression, weak expression or moderate/strong expression with the percentage of positive tumour cells. The CIMP status reflects global epigenomic aberrations in tumour cells (Ogino and Goel, 2008) and may influence energy sensing status of cancer cells. Indeed, epidemiological studies has suggested a potential link between CIMP and energy metabolism in colorectal cancer; high intake of high-fat dairy products is associated with CIMP-high rectal cancers (Slattery et al, 2010) and exposure to a period of severe transient energy restriction during adolescence is inversely associated with the risk of having a CIMP-high tumour later in life (Hughes et al, 2009). In addition, the relationship between CIMP and a molecular alteration related to energy metabolism (e.g., SIRT1) has been reported ). Thus, we explored the use of CIMP status to determine a cutoff for p-AMPK positivity; there was no alternative biologically based method in our cohort studies. First, we categorised tumours according to intensity of p-AMPK and the fraction of p-AMPK-expressing cells. In our initial exploratory analysis, we randomly selected 358 tumours as a training set, leaving the remaining 360 tumours as a validation set. Using the training set, the frequency of CIMP-high in each category was: 25% (29 out of 117) in tumours with no expression; 21% (11 out of 53) in tumours with weak expression in 1 -19% of tumour cells; 12% (14 out of 117) in tumours with weak expression in 20 -100% of cells; 7.8% (5 out of 64) in tumours with moderate or strong expression. Thus, p-AMPK positivity was defined as the presence of weak cytoplasmic expression in X20% of tumour cells or moderate/strong expression in any fraction of tumour cells. In the remaining validation set, p-AMPK expression defined by the training set was inversely associated with CIMP-high (odds ratio (OR) 0.45; 95% confidence interval (CI): 0.25 -0.83; P ¼ 0.0094), validating the cutoff although it might not be the most biologically reasonable cutoff. In addition, to evaluate whether p-AMPK expressions in tumour centre and invasive front were different, we stained 20 whole tissue sections for p-AMPK and recorded p-AMPK expression status of both tumour centre and tumour invasive front.
Considering that MAPK3/1 is downstream of the RAF pathway, we used BRAF mutation frequency to determine a cutoff for p-MAPK3/1 positivity. First, we categorised tumours according to the intensity of p-MAPK3/1 expression. Using the training set, the frequency of BRAF mutation in each category was: 17% (35 out of 206) in tumours with no expression; 8.5% (6 out of 71) in tumours with weak expression; 7.0% (4 out of 57) in tumours with moderate or strong expression. Thus, p-MAPK3/1 positivity was defined as weak/moderate/strong expression. In the remaining validation set, p-MAPK3/1 expression defined by the training set was inversely associated with BRAF mutation (OR 0.42; 95% CI: 0.20 -0.90; P ¼ 0.023), validating the cutoff although it might not be the most biologically reasonable cutoff.
Appropriate positive and negative controls were included in each run of immunohistochemistry. Each immunohistochemical maker was interpreted by one of the investigators (p-AMPK and p-MAPK3/1 by YB; TP53 and FASN by SO) unaware of other data. For agreement studies, a random selection of 108 -246 cases was examined for each marker by a second observer (by KN) unaware of other data. The concordance between the two observers (all Po0.0001) was 0.82

Statistical analysis
For all statistical analyses, we used SAS program (Version 9.1, SAS Institute, Cary, NC, USA). All P-values were two-sided, and statistical significance was set at P ¼ 0.05. Nonetheless, when we performed multiple hypothesis testing, a P-value for significance was adjusted by Bonferroni correction to P ¼ 0.0029 ( ¼ 0.05/17). For categorical data, the w 2 test was performed. For survival analysis, Kaplan -Meier method and log-rank test was used. For analyses of colorectal cancer-specific mortality, deaths as a result of causes other than colorectal cancer were censored. To assess independent effect of p-AMPK on mortality, tumour stage (I, IIA, IIB, IIIA, IIIB, IIIC, IV, unknown) was used as a stratifying variable in Cox models using the 'strata' option in the SAS 'proc phreg' command to avoid residual confounding and overfitting. We constructed a multivariate, stage-stratified Cox proportional hazards model to compute a hazard ratio (HR) according to p-AMPK status, initially including sex, age at diagnosis (continuous), body mass index (BMI, o30 vs X30 kg m -2 ), family history of colorectal cancer in any first-degree relative (present vs absent), tumour location (rectum vs colon), tumour grade (low vs high), tumour border (infiltrative vs expansile), CIMP (high vs low/0), MSI (high vs low/MSS), LINE-1 methylation (continuous), BRAF, KRAS, PIK3CA, TP53 and FASN. A backward stepwise elimination with a threshold of P ¼ 0.20 was used to select variables in the final model. For cases with missing information in any of categorical variables (tumour location (1.2%), MSI (1.9%), BRAF (1.7%), KRAS (1.3%), PIK3CA (10%), TP53 (0.6%) and FASN (1.0%)), we included those cases in a majority category of a given covariate to avoid overfitting. We confirmed that excluding cases with missing information in any of the covariates did not substantially alter results (data not shown). The proportionality of hazard assumption was satisfied by evaluating time-dependent variables, which were the cross-product of the AMPK variable and survival time (P40.05). An interaction was assessed by including the cross product of p-AMPK variable and another variable of interest (without data-missing cases) in a multivariate Cox model, and the Wald test was performed. Backward stepwise elimination with a threshold of P ¼ 0.20 was used to select variables in the final model. A P-value for significance was adjusted to P ¼ 0.0029 by Bonferroni correction for multiple hypothesis testing.

AMPK expression in colorectal cancer
To evaluate whether phosphorylated AMPK (p-AMPK, p-PRKA) expressions in tumour centre and invasive front were different, we stained 20 whole tissue sections for p-AMPK and recorded p-AMPK expression status of both tumour centre and tumour invasive front. In 16 of 20 sections, tumour centre and tumour invasive front showed concordant expression status, indicating that p-AMPK expressions in tumour centre and invasive front were not different in most cases. Furthermore, whole tissue sectionbased expression status and TMA-based expression status were concordant in 18 of 20 cases, indicating that expression status determined using TMA represented expression status of tumour as a whole in a vast majority of cases.

AMPK expression and prognosis in colorectal cancer
Among the 718 patients (with median follow-up of 129 months for censored patients), there were 306 deaths, including 194 colorectal cancer-specific deaths. In Kaplan -Meier or Cox regression analysis, p-AMPK status was not significantly associated with colorectal cancer-specific or overall survival among all eligible patients ( Figure 3A, Table 2).

Modifying effect of p-MAPK3/1 expression on p-AMPK expression in survival analysis
Considering experimental data on the interaction between AMPK and MAPK3/1 (Esteve-Puig et al, 2009;Zheng et al, 2009;Kim et al, 2010), we assessed whether p-MAPK3/1 status could modify the prognostic effect of p-AMPK expression. We found a significant modifying effect of p-MAPK3/1 expression on the relation between p-AMPK expression and mortality (P interaction ¼ 0.0017 (for colorectal cancer-specific mortality) and P interaction ¼ 0.0026 (for overall mortality)). Among patients with p-MAPK3/1-positive tumour, p-AMPK expression was associated with a significant decrease in colorectal cancer-specific mortality (adjusted HR 0.42; 95% CI: 0.24 -0.74), whereas p-AMPK expression was not significantly related with prognosis among patients with p-MAPK3/1-negative tumour (adjusted HR 1.22; 95% CI: 0.85 -1.75; p-AMPK-positive vs negative) (Table 3).
In Kaplan -Meier method, the differential prognostic effect of p-AMPK expression according to p-MAPK3/1 expression status was evident ( Figure 3A). Phosphorylated AMPK expression was associated with longer colorectal cancer-specific survival (log-rank P ¼ 0.0006) among p-MAPK3/1-positive cases, whereas p-AMPK expression was not significantly associated with survival among p-MAPK3/1-negative cases (log-rank P ¼ 0.45).

Stratified analysis of p-AMPK expression and mortality
We examined whether the influence of p-AMPK expression on colorectal cancer-specific survival was modified by any of the other variables including sex, age, BMI, family history of colorectal cancer, tumour location, stage, tumour grade, CIMP, MSI, BRAF, KRAS, PIK3CA, LINE-1 methylation, TP53 and FASN. We did not observe a significant modifying effect by any of the variables (all P interaction 40.10). Notably, there was no significant interaction between p-AMPK and mutation in KRAS or BRAF (P interaction ¼ 0.12 for BRAF and P interaction ¼ 0.30 for KRAS).

DISCUSSION
We conducted this study to examine prognostic significance of p-AMPK (phosphorylated AMP-activated protein kinase; p-PRKA) expression in a large cohort of colorectal cancers. To our best knowledge, no previous study has examined its prognostic role in human colorectal cancer. Considering a pivotal role of AMPK as a regulator of cellular metabolism and the relationship of AMPK with the MAPK3/1 (ERK1/2) pathway and other signaling pathways, we hypothesised that cellular AMPK might interact with MAPK3/1 to modify tumour behaviour. Notably, we found that the prognostic effect of p-AMPK expression differed according to p-MAPK3/1 status. Phosphorylated AMPK expression was associated with superior survival among p-MAPK3/1-positive cases, but not among p-MAPK3/1-negative cases. Our results support an interaction between the AMPK and MAPK3/1 pathways in colorectal cancer cells to modify tumour behaviour.
Examining molecular changes or prognostic factors is important in cancer research (Fluge et al, 2009;Gaber et al, 2009;Jubb et al, 2009;Rasheed et al, 2009;Kontos et al, 2010;Rego et al, 2010;Zlobec et al, 2010). Accumulating evidence suggests that AMPK acts as a tumour suppressor. STK11 (LKB1) has been identified as an upstream activator of AMPK (Shackelford and Shaw, 2009), and TSC2, which is a negative regulator of MTOR, is a downstream effector of AMPK (Inoki and Guan, 2009). Experimental studies have shown that AMPK activation inhibits cancer cell proliferation and growth (Buzzai et al, 2007;Zakikhani et al, 2008). In a study using 354 breast cancers (Hadad et al, 2009), p-AMPK expression was not significantly associated with prognosis, but modifying effect of MAPK3/1 was not examined. To our knowledge, no previous study has examined the prognostic role of AMPK in colorectal cancer.
Considering experimental data on the link between the STK11 (LKB1)-AMPK and MAPK3/1 pathways, the modifying effect of MAPK3/1 on AMPK may not be surprising. In colon cancer cells, AMPK potentially inhibits the MAPK3/1 pathway; inhibition of AMPK by expressing a dominant-negative form potentiates MAPK3/1 activation under glucose deprivation (Kim et al, 2010). Selenium, an essential trace element, blocks the carcinogenic agent-induced MAPK3/1 activation via AMPK (Hwang et al, 2006). AMP-activated protein kinase is rapidly activated by cisplatin and suppresses an apoptotic signal via MAPK3/1 in colon cancer cells (Kim et al, 2008). A study using melanoma cells (Zheng et al, 2009) has shown that the MAPK3/1 pathway phosphorylates STK11 on Ser325 and Ser428 and promotes the uncoupling of AMPK from STK11, which negatively regulates AMPK. Regulation of AMPK activity by the MAPK3/1 pathway, independent of STK11 Ser428 phosphorylation, has also been reported (Esteve-Puig et al, 2009). In fibroblast cells, AMPK differentially inhibits the MAPK3/1 pathway by inhibiting RAS activation or stimulating the RAS-independent pathway in response to cellular energy status (Kim et al, 2001). We should also consider the complex TSC2-MTOR axis-mediated linkage. AMP-activated protein kinase suppresses MTOR activity directly by phosphorylating MTOR at Thr2446 and indirectly by phosphorylating TSC2 at Thr1227 and Ser1345 and increasing the activity of TSC-complex (Inoki and Guan, 2009). MAPK3/1 increases MTOR activity by phosphorylating TSC2 at Ser540 and Ser664, which causes the attenuation of TSC2 (Ma et al, 2005). Our findings may support the hypothesis that AMPK activation can make a strong impact on tumour behaviour as the 'brake' only when MAPK3/1 is active. Additional studies are needed to confirm our findings and elucidate the exact mechanism of effect of MAPK3/1 on AMPK to modify tumour behaviour.
Our study has shown that MAPK3/1 activation has a differential effect on patient mortality according to AMPK status; p-MAPK3/1  expression is associated with good prognosis among p-AMPKpositive patients, but with poor prognosis among p-AMPKnegative patients. It remains controversial how MAPK3/1 activation affects behaviour of different cancers (Milde-Langosch et al, 2005;Pelloski et al, 2006). A study on 135 colorectal cancers has shown that p-MAPK3/1 expression is associated with poor prognosis (Schmitz et al, 2007). In contrast to that study (N ¼ 135), our study evaluated the expression status of both p-MAPK3/1 and p-AMPK in a much larger cohort of 718 colorectal cancers. In addition, we assessed the interactive effect of p-MAPK3/1 and p-AMPK expression independent of other molecular events that have been documented to be critical in colorectal carcinogenesis.
Recently, AMPK has been proposed as a potential target for cancer prevention and treatment, and various AMPK activators have been preclinically assessed (Fay et al, 2009). Among them, metformin, a widely used anti-diabetic drug, has shown promising results (Buzzai et al, 2007;Zakikhani et al, 2008). Metformin may have two properties of potential oncologic relevance: it has a direct, STK11-AMPK pathway-dependent growth inhibitory effect and decreases systemic insulin levels (Pollak, 2008). Interestingly, two observational studies have shown that diabetic patients treated with metformin experienced a lower incidence of any kind of cancer and a lower cancer-related mortality (Evans et al, 2005;Bowker et al, 2006). Hereafter, in clinical trial of this drug, examining AMPK status in cancer tissue might be important. In this regard, our findings may have clinical implications. In addition, drugs targeting the MAPK3/1 pathway are intensively being developed and tested in clinical trials for various human cancers (Beeram et al, 2005). Although the usefulness of MAPK3/1 expression as a biomarker for sensitivity to these drugs is uncertain (Yeh et al, 2009), further understanding of the linkage between the AMPK and MAPK3/1 pathways could potentially provide useful information for refinement of therapeutic strategies.
We found significant relations of p-AMPK expression with MSI-high and CIMP-high. MSI and CIMP status reflect global genomic and epigenomic aberrations in tumour cells, and hence, p-MAPK3/1-positive cases All cases p-MAPK3/1-negative cases Log-rank P = 0.45 Log-rank P = 0.0006 Log-rank P = 0.56 p-AMPK-positive cases All cases p-AMPK-negative cases Log-rank P = 0.041 Log-rank P = 0.011 Log-rank P = 0.  are associated with various clinical, pathologic and molecular features (Ogino and Goel, 2008). Considering the known relationship between MSI and/or CIMP and molecular alterations related to energy metabolism (Ogino et al, 2007b;Nosho et al, 2009), MSI and CIMP may influence energy sensing status of cancer cells.
There are limitations in this study. For example, data on cancer treatment were limited. Nonetheless, it is unlikely that chemotherapy use substantially differed according to AMPK status in tumour, because such data were unavailable for treatment decision making. In addition, our multivariate survival analysis finely adjusted for disease stage (I, IIA, IIB, IIIA, IIIB, IIIC, IV,  unknown), on which treatment decision making was mostly based. As another limitation, beyond cause of mortality, data on cancer recurrence were unavailable in these cohort studies. Nonetheless, colorectal cancer-specific survival might be a reasonable surrogate of colorectal cancer-specific outcome. Furthermore, the cutoffs for p-AMPK and p-MAPK3/1 used in this current study need to be validated in an independent data set.
There are advantages in utilising the database of the two prospective cohort studies, the Nurses' Health Study and the Health Professionals Follow-Up Study, to examine prognostic significance of tumour AMPK expression. Anthropometric measurements, family history, cancer staging, and other clinical, pathologic, and tumour molecular data were prospectively collected, blinded to patient outcome. Cohort participants who developed cancer were treated at hospitals throughout the United States, and thus more representative colorectal cancers in the US population than patients in one to several academic hospitals. There was no demographic difference between cases with tumour tissue analysed and those without tumour tissue analysed (Chan et al, 2007). Finally, our rich tumour database enabled us to simultaneously assess pathologic and tumoral molecular correlates and control for confounding by a number of tumoral molecular alterations.
In summary, we have shown that AMPK activation is associated with good prognosis among MAPK3/1-activated colorectal cancer patients, while AMPK activation is not associated with prognosis among MAPK3/1-inactive cancer patients. Additional studies are necessary to confirm our observations and to elucidate exact mechanisms by which AMPK and MAPK3/1 interact and affect tumour behaviour. This possible interaction between the AMPK and MAPK3/1 pathways may have considerable implications because both pathways are potential targets for cancer treatment and prevention. In this regard, examining AMPK and MAPK3/1 status in cancer tissue may be important in future clinical trials. collection and analysis, decision to publish or preparation of the paper. The corresponding author had full access to all of the data and takes full responsibility for the veracity of the data and analysis. The paper has not been published previously and is not being considered concurrently by any other publication. This paper acknowledges all sources of support for the work.
Conflict of interest LCC is Chairman of the Scientific Advisory Board and a minor stockholder of Cell Signaling Technologies, which provides the antibodies against p-AMPK and phospho-p44/42 MAPK that were used in this study. LCC is Founder and Scientific Advisory Board Member of Agios Pharmaceuticals, which has a commercial interest in targeted therapy. No other conflict of interest exists.