endometrial cancer ( ec ) is the most common gynecologic cancer in the united states . this year , ec was among the first malignancies to be linked with obesity , and there is consensus that excess adiposity is a major risk factor for the disease . overweight and obese women are two to three times more likely to develop ec compared with women of normal weight . given that 64% of american women are overweight or obese and therefore , at risk for ec , there is a critical need to better understand the molecular mechanisms and associated biomarkers linking excess adiposity with this prevalent disease . the higher concentrations of estrogen seen in overweight and obese postmenopausal women are recognized as a major risk factor for developing precancerous and cancerous lesions of the uterus . the results of several recent laboratory and epidemiological studies suggest that other endocrine - related mechanisms associated with adiposity may also be linked with ec . insulin and leptin stimulate the proliferation of ec cells in vitro and positively correlate with endometrial cell proliferation rates in the normal tissue of women who are normal weight , overweight , and obese . in contrast , adiponectin , which is typically reduced with excess adiposity , may be protective against ec , by inducing cell cycle arrest and apoptosis . the hormonal disturbances associated with obesity can mediate cell proliferation via intracellular signaling pathways . at the molecular level , insulin and leptin both phosphorylate and activate akt , which in turn activates the mammalian target of rapamycin ( mtor ) complex 1 ( mtorc1 ) , a key pathway that links growth factors , hormones , and energy balance with cell proliferation . conversely , adiponectin has been shown to inhibit mtorc1 , partly through dephosphorylation of akt via the activation of adenosine monophosphate ( amp)-activated protein kinase ( ampk ) . one of the downstream targets of mtorc1 is the eukaryotic initiation factor 4e ( elf4e)/eukaryotic initiation factor 4e binding protein-1 ( 4e - bp1 ) complex . when phosphorylated by mtorc1 , 4e - bp1 releases eif4e , a key mediator of messenger ribonucleic acid ( mrna ) translation and protein synthesis , resulting in increased cell growth and proliferation . thus , the upstream phosphorylation of akt by growth factors and the downstream phosphorylation of 4e - bp1 are biomarkers , not only of mtorc1 activity , but also of cell growth and proliferation . previous studies have shown that activation of the akt / mtor pathway is involved in ec and that this pathway is a potential therapeutic target for the disease . further , the activation of 4e - bp1 has been linked to poorer ec prognosis , rendering it a plausible candidate for biomarker development . however , the role that obesity , a modifiable risk factor for ec , plays in mtorc1 signaling is unclear . thus , we performed an exploratory study to examine the associations between phosphorylated ( p)akt , phosphorylated 4e - bp1 ( p4e - bp1 ) , and cellular proliferation rates ( indicated by the cell marker antigen ki67 ) , in women with and without disease , seeking to determine whether there were differences between obese and nonobese women . in addition , we used data available from the cancer genome atlas ( tcga ) to test whether there were differences in the gene expression of akt and 4e - bp1 , between obese and nonobese women . this study was approved by the university of alabama at birmingham ( uab ) institutional review board and conforms to the code of ethics of the world medical association ( declaration of helsinki ) . women who underwent endometrial biopsy at uab hospital between 2009 and 2010 were identified via medical records . patients with normal endometrium ( benign ) , hyperplasia without cytologic atypia , complex hyperplasia with cytologic atypia ( cah ) , and type 1 endometriod ec , international federation of gynecology and obstetrics ( figo ) stage i  iii were identified . a uab gynecologic pathologist ( ln ) reviewed all the hematoxylin and eosin - stained ( h&e ) slides for concordance with the surgical pathology reports . the surgical pathology reports and h&e slides were obtained from hysterectomy tissues to confirm biopsy diagnoses . height , weight , race , age , menstrual history , parity , medication use , and comorbid conditions were abstracted from the medical records . height and weight were used to calculate body mass index ( bmi ) ( kg / m ) . first , 45 m sections were cut from formalin - fixed paraffin - embedded tissue blocks . the slides were warmed at 60c for 2 hours , cooled to room temperature , and submerged in three baths of laboratory grade xylene and graded alcohols , for 5 minutes each . the antigen retrieval was performed in a pressure cooker , in citric acid ph 6 for the phosphoproteins and in ethylenediaminetetraacetic acid ( edta ) buffer ph 9 for the ki67 . the endogenous peroxidases were quenched with 3% h2o2 , and nonspecific antigen binding was blocked with 3% goat serum . cell proliferation was determined with anti - ki67 ( catalog number : pima515690 ; thermo fisher scientific inc , waltham , ma , usa ) . the antibody was diluted 1:2000 in phosphate - buffered saline with 1% bovine serum albumin , 1 mm edta , and 1.5 mm sodium azide , ph 7.6 ( pbe ) , applied to the slides and incubated for 1 hour at room temperature . the activation of akt and 4e - bp1 was determined using antibodies specific for pakt ( phospho - akt [ ser473 ] [ d9e ] xp rabbit mab # 4060 ; cell signaling technology inc , danvers , ma , usa ) and p4e - bp1 ( phospho-4e - bp1 [ thr37/46 ] [ 236b4 ] rabbit mab # 2855 ; cell signaling technology inc ) . the antibodies for the pakt and p4e - bp1 were diluted 1:50 and 1:1000 in pbe , respectively , and incubated overnight at 4c . a rabbit horseradish peroxidase conjugated secondary antibody diluted 1:200 was applied for 40 minutes at room temperature , and diaminobenzidine tetrahydrochloride was used to develop a brown stain to indicate the antigen  antibody complex . the sections were counterstained with hematoxylin , and the slides were subject to graded alcohol and xylene baths and then cover - slipped . for each case , a quality control or delete slide  was processed without primary antibody but following the same procedure as above to confirm the nonspecific binding of the secondary antibody and background staining . the slides were evaluated and graded by a gynecologic pathologist ( ln ) . for ki67 , the percentage of cells that stained positive was determined . for the cytoplasmic and nuclear staining of p4e - bp1 and pakt , semiquantitative immunostaining scores were calculated . in this scoring method , the intensity of the staining ( on a scale of 03 , where 0= no staining and 3= highest intensity ) and the proportion of cells stained were determined . the percentage of cells at each intensity was multiplied by the corresponding intensity value , and the scores were added together to obtain overall mean immunostaining scores . like others who have found that the presence of atypia is a defining characteristic that cosegregates with more aggressive disease , we too observed that the tissue biomarker staining was more similar in the slides of women diagnosed with cah and ec than with normal endometrium or hyperplasia without cytologic atypia . therefore , we proceeded with an analysis of two groups : benign / hyperplasia ( without cytologic atypia ) and hyperplasia with cytological atypia / carcinoma . the between - group differences in the characteristics of the study sample were tested with independent t - tests , fisher exact tests , or chi - square tests . wilcoxon rank - sum tests were used to compare the biomarkers according to lesion type . additionally , we used unpaired t - tests on data from tcga to determine whether the gene expression of 4e - bp1 and akt differed between overweight and obese women . using the illumina genome analyzer iix ( illumina inc , san diego , ca , usa ) for rna sequencing , level 3 gene expression data were available from the primary tumors of 228 subjects diagnosed with stage i  iii endometrioid adenocarcinoma . data analyses were performed using sas version 9.3 ( cary institute inc , cary , nc , usa ) . this study was approved by the university of alabama at birmingham ( uab ) institutional review board and conforms to the code of ethics of the world medical association ( declaration of helsinki ) . women who underwent endometrial biopsy at uab hospital between 2009 and 2010 were identified via medical records . patients with normal endometrium ( benign ) , hyperplasia without cytologic atypia , complex hyperplasia with cytologic atypia ( cah ) , and type 1 endometriod ec , international federation of gynecology and obstetrics ( figo ) stage i  iii were identified . a uab gynecologic pathologist ( ln ) reviewed all the hematoxylin and eosin - stained ( h&e ) slides for concordance with the surgical pathology reports . the surgical pathology reports and h&e slides were obtained from hysterectomy tissues to confirm biopsy diagnoses . height , weight , race , age , menstrual history , parity , medication use , and comorbid conditions were abstracted from the medical records . height and weight were used to calculate body mass index ( bmi ) ( kg / m ) . first , 45 m sections were cut from formalin - fixed paraffin - embedded tissue blocks . the slides were warmed at 60c for 2 hours , cooled to room temperature , and submerged in three baths of laboratory grade xylene and graded alcohols , for 5 minutes each . the antigen retrieval was performed in a pressure cooker , in citric acid ph 6 for the phosphoproteins and in ethylenediaminetetraacetic acid ( edta ) buffer ph 9 for the ki67 . the endogenous peroxidases were quenched with 3% h2o2 , and nonspecific antigen binding was blocked with 3% goat serum . cell proliferation was determined with anti - ki67 ( catalog number : pima515690 ; thermo fisher scientific inc , waltham , ma , usa ) . the antibody was diluted 1:2000 in phosphate - buffered saline with 1% bovine serum albumin , 1 mm edta , and 1.5 mm sodium azide , ph 7.6 ( pbe ) , applied to the slides and incubated for 1 hour at room temperature . the activation of akt and 4e - bp1 was determined using antibodies specific for pakt ( phospho - akt [ ser473 ] [ d9e ] xp rabbit mab # 4060 ; cell signaling technology inc , danvers , ma , usa ) and p4e - bp1 ( phospho-4e - bp1 [ thr37/46 ] [ 236b4 ] rabbit mab # 2855 ; cell signaling technology inc ) . the antibodies for the pakt and p4e - bp1 were diluted 1:50 and 1:1000 in pbe , respectively , and incubated overnight at 4c . a rabbit horseradish peroxidase conjugated secondary antibody diluted 1:200 was applied for 40 minutes at room temperature , and diaminobenzidine tetrahydrochloride was used to develop a brown stain to indicate the antigen  antibody complex . the sections were counterstained with hematoxylin , and the slides were subject to graded alcohol and xylene baths and then cover - slipped . for each case , a quality control or delete slide  was processed without primary antibody but following the same procedure as above to confirm the nonspecific binding of the secondary antibody and background staining . the slides were evaluated and graded by a gynecologic pathologist ( ln ) . for ki67 , the percentage of cells that stained positive was determined . for the cytoplasmic and nuclear staining of p4e - bp1 and pakt , semiquantitative immunostaining scores were calculated . in this scoring method , the intensity of the staining ( on a scale of 03 , where 0= no staining and 3= highest intensity ) and the proportion of cells stained were determined . the percentage of cells at each intensity was multiplied by the corresponding intensity value , and the scores were added together to obtain overall mean immunostaining scores . like others who have found that the presence of atypia is a defining characteristic that cosegregates with more aggressive disease , we too observed that the tissue biomarker staining was more similar in the slides of women diagnosed with cah and ec than with normal endometrium or hyperplasia without cytologic atypia . therefore , we proceeded with an analysis of two groups : benign / hyperplasia ( without cytologic atypia ) and hyperplasia with cytological atypia / carcinoma . the between - group differences in the characteristics of the study sample were tested with independent t - tests , fisher exact tests , or chi - square tests . wilcoxon rank - sum tests were used to compare the biomarkers according to lesion type . additionally , we used unpaired t - tests on data from tcga to determine whether the gene expression of 4e - bp1 and akt differed between overweight and obese women . using the illumina genome analyzer iix ( illumina inc , san diego , ca , usa ) for rna sequencing , level 3 gene expression data were available from the primary tumors of 228 subjects diagnosed with stage i  iii endometrioid adenocarcinoma . data analyses were performed using sas version 9.3 ( cary institute inc , cary , nc , usa ) . this study included 43 women with a mean age of 56.712.21 years who underwent endometrial biopsy as part of standard clinical care for abnormal uterine bleeding . the tumor characteristics and the characteristics of the study population are shown in tables 1 and 2 , respectively . overall , there were no significant differences in the study characteristics between the benign / hyperplasia ( n=18 ) and atypia / carcinoma ( n=25 ) groups . overall , cytoplasmic pakt and nuclear pakt were highly correlated , and both were significantly and positively correlated with cytoplasmic and nuclear p4e - bp1 . cytoplasmic p4e - bp1 and nuclear p4e - bp1 were highly correlated , and both were significantly and positively correlated with cellular proliferation as indicated by ki67 staining . as shown in table 4 , ki67 and the nuclear and cytoplasmic p4e - bp1 were significantly higher in the atypia / carcinoma cases compared with the benign / hyperplasia cases . we observed no differences in pakt between the groups . when stratified by bmi status , this same trend continued , with the obese women with atypia / carcinoma having significantly higher ki67 , and cytoplasmic and nuclear p4e - bp1 . in the nonobese women , ki67 also was significantly higher in the atypia / carcinoma group compared with the benign / hyperplasia group ; however , unlike the obese women , no statistically significant differences in p4e - bp1 were found between the benign / hyperplasia versus atypia / carcinoma groups . the roles of menopause and diabetes status on the marker expression levels are presented in table 5 . ki67 , and nuclear and cytoplasmic p4e - bp1 were significantly higher in postmenopausal and in nondiabetic women with atypia / carcinoma than in the women with benign / hyperplasia . no differences in gene expression of 4e - bp1 and akt were observed between overweight versus obese women in the dataset available through tcga ( data not shown ) . similarly , no differences in the expression of these genes were observed in the analyses after excluding the pre- and perimenopausal women or when the women were stratified by race . this exploratory study provides evidence that the ec - related expression level of p4e - bp1 , a downstream target of mtorc1 , may differ between obese and nonobese women . to our knowledge , these findings are among the first to implicate obesity as a factor associated with higher activation of the mtorc1 signaling pathway in situ in ec . these results suggest that adiposity should be considered in future studies evaluating the utility of p4e - bp1 as an ec biomarker . given that the mtorc1 pathway is currently considered an important therapeutic target for ec treatment and that there are several clinical trials currently underway to test the effectiveness of mtorc1 inhibitors in ec treatment ( nct01420081 , nct00703807 , and nct01205672 ) , these results also suggest that adiposity is a potential modulating factor in the inhibition of 4e - bp1 . notably , the effect of obesity on the mtorc1 pathway appears to occur at the posttranslational level , through phosphorylation , and not at the gene expression level , as indicated by our results , using data from tcga . overall , we found strong positive correlations between pakt , p4e - bp1 , and ki67 . our data support previous findings that the phosphoinositide 3-kinase ( pi3k)/akt / mtorc1 pathway is a critical intracellular signaling pathway in ec cells . over 80% of type 1 endometrioid ecs , which account for the preponderance of ec cases ( 70%80% ) , pi3k / akt / mtorc1 signaling is less dominant in the other ec tumor subgroup , type 2 nonendometrial ec , in which p53 mutation , human epidermal growth factor receptor 2 ( her2)/neu overexpression , and p16 inactivation are most frequent . nonetheless , it is noteworthy that mtorc1 activity has been linked to aggressive disease and poorer prognosis , regardless of the carcinoma type , suggesting that genetic alteration is not the only factor behind ec - associated mtorc1 signaling . interestingly , we observed that akt was not directly associated with ki67 , nor was it higher in the atypia / carcinoma versus the benign / hyperplasia group . these findings differ from those of abe et al who reported that nuclear pakt was higher in ec versus normal endometrium and hyperplasia , and that nuclear pakt was higher in well - differentiated carcinoma versus moderately and poorly differentiated cancer . in contrast , another study , among patients with advanced ec , found that pakt was positively correlated with ki67 and reduced survival . the discrepancy between our findings and these other studies may be due to differences in sample characteristics . for instance , our study sample was comprised of both pre- and postmenopausal women with early - stage disease , whereas other studies were conducted primarily on premenopausal women and those with advanced ec . thus , tissue biomarkers may vary across populations due to the hormonal fluctuations associated with menstruation , adiposity , and/or stage of disease . the activation of both cytoplasmic and nuclear akt was highly correlated with p4e - bp1 . p4e - bp1 was significantly higher in atypia / carcinoma versus benign / hyperplasia and was significantly correlated with ki67 . it is thus plausible that the activation of akt stimulates mtorc1 signaling and the activation of 4e - bp1 , resulting in increased cellular proliferation . similar to the findings by castellvi et al , we observed high cytoplasmic p4e - bp1 staining in atypia / carcinoma and light staining in benign / hyperplasia . we also observed positive nuclear staining for p4e - bp1 in both benign / hyperplasia and atypia / carcinoma , although it was significantly higher in atypia / carcinoma . when stratified by weight status , as expected , we observed that obese women diagnosed with atypia / carcinoma had significantly higher cytoplasmic and nuclear p4e - bp1 than did obese women with benign / hyperplasia . however , in nonobese women , we did not observe significant differences in either cytoplasmic or nuclear p4e - bp1staining between women with atypia / carcinoma compared with benign / hyperplasia . this observation is particularly notable given that both obesity and the activation of 4e - bp1 are factors linked with poor ec prognosis . based on these findings , we speculate that the biological factors associated with obesity , such as hormonal disturbances , may be a driving force in the activation of 4e - bp1 in obese women with ec and that such forces are absent in the nonobese . however , given our results that 4e - bp1 expression levels also differed by menopause and diabetes status in the women with atypia / carcinoma versus benign / hyperplasia , we can not rule out the possibility that diabetes , a consequence of obesity , or menopause - related hormonal changes , which may alter mtorc1 signaling , underlie this relationship . we acknowledge that a main limitation of this study was its relatively small sample size . given that we had difficulty discovering patients who were not overweight or obese , this was particularly so in the normal body weight group . relatedly , we categorized the diagnosis at endometrial biopsy into two groups , benign / hyperplasia and atypia / carcinoma , whereas a larger study population would have allowed for analysis of each diagnosis separately . however , atypia and carcinoma was a logical pairing grounded in previous work and our own observations of similarities in tissue biomarker staining . in addition , while we chose to analyze the p4e - bp1 expression level based on the literature indicating that this form of the protein is , not only highly correlated to mtor pathway activity , but also associated with ec aggressiveness and survival , the characterization of total 4e - bp1 protein or mrna would be of interest in future study . due to the retrospective design of our study , a further limitation was that we were unable to obtain additional , potentially useful data , such as the stage of menstrual cycle at biopsy , for the premenopausal women in our study population . we also acknowledge that the archival tissue specimens could be subject to variations in processing and storage , thus potentially affecting marker expression . however , we believe that using clinical biopsy tissue specimens that were directly submerged into formalin fixative and then embedded in paraffin adequately preserved the tissue and biomarkers of interest , and there was no suggestion that data were affected by the length of storage . further , we used tissue samples from within a 2-year period to reduce the potential that time and storage could cause alterations in biomarkers . to preserve the immunoreactivity of the tissue overall , a key strength of this study is its novelty , as it is among the first to consider obesity status as a factor associated with mtorc1 signaling in situ . our findings confirm that activation of 4e - bp1 is higher in preneoplastic and neoplastic lesions , and suggest that an elevated activation of 4e - bp1 is more characteristic of obese versus nonobese women with these lesions . larger samples sizes and further investigation is necessary as additional insight into these associations may provide new opportunities for prevention , treatment , and control of ec .
purposeobesity is associated with risk and prognosis of endometrial cancer ( ec ) , and the mammalian target of rapamycin complex 1 ( mtorc1 ) pathway may play an instrumental role . we sought to explore the associations between cellular proliferation , akt , and 4e binding protein-1 ( 4e - bp1 ) ( a downstream target of mtorc1 ) , in obese and nonobese women with and without ec.methodsarchival tissue - specimens from endometrial biopsies were grouped into two broad categories based on the observed disease behavior and similarities in tissue staining patterns : benign / hyperplasia ( without cytologic atypia ) ( n=18 ) versus atypia ( complex hyperplasia with cytologic atypia)/carcinoma ( n=25 ) . 
 the characteristics of the study population , including height and weight to determine body mass index ( bmi : kg / m2 ) , were abstracted from medical records . 
 immunohistochemistry was used to assess the phosphorylated ( p)akt , p4e - bp1 , and antigen ki67.resultscytoplasmic and nuclear pakt were significantly associated with cytoplasmic p4e - bp1 ( =+0.48 , =+0.50 ) ( p<0.05 ) and nuclear p4e - bp1 ( =+0.40 , =+0.44 ) ( p<0.05 ) ; cytoplasmic and nuclear p4e - bp1 were significantly associated with ki67 ( =+0.46 , =+0.59 ) ( p<0.05 ) . 
 compared with the benign / hyperplasia group , the women with atypia / carcinoma had significantly higher cytoplasmic and nuclear p4e - bp1 and ki67 . 
 this staining pattern was similar in obese women ; however , in nonobese women , neither cytoplasmic nor nuclear p4e - bp1staining differed between benign / hyperplasia versus atypia / carcinoma.conclusionthe activation of 4e - bp1 was higher in the obese women with ec . 
 adiposity may be a key factor to consider in future studies investigating the role of 4e - bp1 as a biomarker and therapeutic target in ec .