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A. Rab25 expression decreases nutrient withdrawal (24 h) induced cell death in ovarian A2780 and IOSE29 cells measured using the Cell death ELISA plus assay (left); cells were cultured in complete media (containing 5% FBS), serum free media (SF), complete media plus 2DG, serum and glucose free media (SF-glu), or in amino acid, glucose and SF Earls buffer salt solution (EBSS). (a) p < 0.01 versus control and (b) p < 0.05 versus pcDNA. (Right) Percentage of apoptotic cells (sub-G0 population) by flow cytometry in A2780 cells following glucose and serum withdrawal (Glu/SF). (a) p < 0.001 versus A2780pcDNA control and (b) p < 0.05 A2780Rab25 versus A2780pcDNA control.

B. Decreasing Rab25 expression increases sensitivity to nutrient stress induced cell death. Expression of Rab25 was down-regulated by siRNA or shRNA specific to Rab25.

C. Rab25 regulates autophagy activity in ovarian cancer cells under serum and glucose deprivation conditions. Western blot for the 16kD LC3-II fragment, indicative of autophagy activity, in A2780 cells after 4 and 6 h of serum and glucose withdrawal.

D. Electron microscopy of autophagy in ovarian A2780 cells after 4 and 24 h of serum and glucose withdrawal (upper panel, low magnification). High magnification images of boxed areas with arrowheads depicting autophagic vacuoles (lower panel, inset; N: nucleus). Average number of autophagosomes per cell was calculated by counting the number of autophagosomes in 16 individual cells from two-independent experiments.

E-H. Expression of Rab25 decreases glucose and serum deprivation induced signalling activation. Protein expression was measured by RPPA or WB analysis.

E. RPPA detection of time-dependent activation of AMPK after nutrient withdrawal.

E-H. Expression of Rab25 decreases glucose and serum deprivation induced signalling activation. Protein expression was measured by RPPA or WB analysis.F. WB analysis of AMPK and acetyl-CoA carboxylase (ACC) phosphorylation in HEY ovarian cancer cells (upper panel). WB of phospho-ACC levels in A2780, IOSE80ht and SKOV3 ovarian cells after 1 h of nutrient withdrawal (lower panel).

E-H. Expression of Rab25 decreases glucose and serum deprivation induced signalling activation. Protein expression was measured by RPPA or WB analysis.G. RPPA detection of phosphorylation of ACC after withdrawal of serum and glucose.

E-H. Expression of Rab25 decreases glucose and serum deprivation induced signalling activation. Protein expression was measured by RPPA or WB analysis.H. Effect of Rab25 down-regulation on AMPK (left panel) and ACC (right panel) phosphorylation. Total cellular protein, isolated from A2780pcDNA and Rab25 expressing cells 72 h post-transfection with either non-target (NT) RNAi or Rab25 specific RNAi, was separated by polyacrylamide gel electrophoresis (PAGE) followed by WB analysis. (a) p < 0.001 versus NT RNAi control and (b) p < 0.001, pcDNA versus Rab25.

Expression of Rab25 increases endogenous ATP level in ovarian cancer cells. *p < 0.001 Rab25 versus pcDNA. The mean cellular concentration of ATP per mg of protein (based on the standard curve generated using a known amount of ATP) is 2.36−10 moles/mg for IOSE29htpcDNA cells, 6.21−10 moles/mg for IOSE29htRab25 cells, 8.14−11 moles/mg for IOSE80htpcDNA cells, 1.05−10 moles/mg for IOSE80htRab25 cells, 2.85−10 moles/mg for A2780pcDNA cells, 3.81−10 moles/mg for A2780Rab25 cells, 7.23−10 moles/mg for HEYpcDNA cells and 9.82−10 moles/mg for HEYRab25 cells.

Rab25 expression increases ATP synthesis and delays fall in total cellular ATP levels after glucose and serum withdrawal, p < 0.001 Rab25 versus control pcDNA.

Down-regulation of Rab25 expression decreases ability to maintain ATP after glucose and serum withdrawal (a) p < 0.05 SF-Glu versus FBS and (b) p < 0.05 versus control.

Expression of Rab25 increases total cellular glycogen content while down-regulation of Rab25 expression decreases total cellular glycogen content (µg of glycogen/mg protein). Cells were cultured in complete media for 24 h before glycogen measurement. (a) p < 0.01 Rab25 versus pcDNA, (b) p < 0.05 Rab25 RNAi versus NT RNAi and (c) p < 0.05 shRAb25 versus shRNA control.

Decrease in cellular glycogen content after glucose and serum withdrawal *p < 0.001 Rab25 versus pcDNA.

Effect of GPi (Bay U6571) and oligomycin on ATP production. A2780pcDNA transfected and Rab25 expressing cells were pretreated with vehicle (control), 30 µM of Bay U6571 (GPi) or 25 µg/ml of oligomycin for 2 h. Cells were then cultured in serum- and glucose free RPMI 1640 in the presence or absence of Bay U6571 or oligomycin for the indicated times. (a) p < 0.01 oligomycin time 0 versus control time 0 and (b) p < 0.01 versus time 0 at each treatment group.

Effect of Bay U6571 on cellular glycogen (left panel) and ATP (right panel) levels in HEY cells. (a) p < 0.01 versus pcDNA control time 0 at 5% FBS and (b) p < 0.01 GPi versus control at each corresponding treatment.

Down regulation of Rab25 expression and inhibition of glycogen breakdown by GPi administration increases 2DG induced cell death *p < 0.05 versus shRNA control.

A. Rab25 expression increases phospho but not total AKT and GSK3 levels in A2780 cells leading to decreased phosphorylation of GS (pGS).

B. WB analysis of AKT and GSK3 phosphorylation confirming the inhibitory effect of PI3K pathways inhibitors PI103, GPi and synthase kinase 3 inhibitor (GSK3i) in HEY cells.

C. Inhibition of GSK3 activity increases total cellular glycogen levels. pcDNA transfected and Rab25 expressing ovarian cancer cells were cultured in complete media in the presence of 10 µM GSK3i for the indicated times. Total cellular glycogen content was measured and normalized with total protein content. (a) p < 0.001 versus no GSK3i treated pcDNA cells.

D-E. Effect of PI3K inhibitor PI103 on cellular glycogen content and ATP production. Ovarian cancer cells were pretreated with PI103 for at least 2 h in complete media. Cells were then subjected to 2 hglucose and FBS withdrawal to deplete endogenous glycogen followed by culturing cells in RPMI-glucose media in the presence of PI103 for 2 h (2 hSF). After 2 h of nutrient stress, complete media containing PI103 was added to the cells for 30 min (5% FBS) for recovery. A second glucose and FBS withdrawal (15 min SF) followed immediately to examine the effect on glycogen and ATP levels. a, p < 0.001 5% FBS versus 2 hSF, b, p < 0.01 15 min SF versus 5% FBS.

D. There is an increase in glycogen content during recovery phase (5% FBS) and a decrease in glycogen when cells are subject to a second nutrient stress (15 min SF).

D-E. Effect of PI3K inhibitor PI103 on cellular glycogen content and ATP production. Ovarian cancer cells were pretreated with PI103 for at least 2 h in complete media. Cells were then subjected to 2 hglucose and FBS withdrawal to deplete endogenous glycogen followed by culturing cells in RPMI-glucose media in the presence of PI103 for 2 h (2 hSF). After 2 h of nutrient stress, complete media containing PI103 was added to the cells for 30 min (5% FBS) for recovery. A second glucose and FBS withdrawal (15 min SF) followed immediately to examine the effect on glycogen and ATP levels. a, p < 0.001 5% FBS versus 2 hSF, b, p < 0.01 15 min SF versus 5% FBS.E. Utilization of glycogen to produce ATP.

F. Addition of AKT inhibitor MK2206 (AKTi) abolishes Rab25-dependent glycogen storage. (a) p < 0.05 versus shRNA control and (b) p < 0.01 SF + AKTi versus SF.

G. Inhibiting AKT pathway and glucose metabolism decreases cell viability. Cells were pretreated with 10 µM of PI103 or AKTi, 100 µM LND or 3BrPy for 2 h before switching to SF media in the presence of inhibitors for an addition16 h before cell titre blue viability assay. *p < 0.001 shRNA Rab25 versus shRNA control.

A. Rab25 over-expression increases H3-labelled 2DG uptake. (a) p < 0.001 Rab25 versus pcDNA. Results are mean ± s.d. of a triplicate in one of representative experiment.

B. Down-regulation of Rab25 or AKT expression, or inhibition AKT activity by MK2206 decreases glucose uptake in HEY cells (a) p < 0.001 versus NT siRNA control, (b) p < 0.05 versus siRab25 and (c) p < 0.05 versus siAKT.

C. Effect of down regulation of Rab25 and AKT inhibitor MK2206 (AKTi) on glucose uptake. Cells were either pretreated for 2 h with AKTi before assessing glucose uptake. (a) p < 0.05 versus shRNA control and (b) p < 0.05 versus shRab25.

D. Rab25 co-localization with GLUT1 in A2780 cells. Immunofluorescence microscopy staining of GLUT1 (red) and Rab25 (green). Co-localization of GLUT1 and Rab25 (i.e. yellow) is indicated by arrows. Single scale bar, 10 µM.

E-G. Resistance to 2DG induced cell death in Rab25 cells is mediated through the PI3K/AKT pathway. Inhibition of the PI3K/AKT pathway was achieved by addition of 10 µM of PI103 or MK2206.

E. AKT inhibition increases sensitivity to 2DG induced cell death. *p < 0.001 versus HEYpcDNA cells.

E-G. Resistance to 2DG induced cell death in Rab25 cells is mediated through the PI3K/AKT pathway. Inhibition of the PI3K/AKT pathway was achieved by addition of 10 µM of PI103 or MK2206.F. Down-regulation of AKT by siRNA specific to AKT.

E-G. Resistance to 2DG induced cell death in Rab25 cells is mediated through the PI3K/AKT pathway. Inhibition of the PI3K/AKT pathway was achieved by addition of 10 µM of PI103 or MK2206.G. Or down-regulation of Rab25 by shRNA specific to Rab25 enhances 2DG induced cell death. *p < 0.001 versus RNAi control cells.

Ovarian cancer HEY cells (upper panel) were co-transfected with AKT-IFPN and Rab25-IFPC or with AKT-IFPC and Rab25-IFPN. Cells become fluorescent due to an interaction between AKT and Rab25 bringing the two halves of the fluorescent protein into proximity creating a stable complex and restoring fluorescence. Hela cells stably expressing AKT-IFPN (lower panel) were transfected with Rab25-IFPC or PDK-IFPC as control. A brightfield image corresponding to the fluorescent image is shown and transfected cells indicated by an arrow.

Detection of Rab25 and AKT interaction by immunoprecipitation. Ovarian cells expressing HA-tagged Rab25 were IP with anti-HA antibody. The resultant complex was separated by gel electrophoresis and detected by WB using anti-AKT antibody.

Generation of Rab25 deletion mutants. Expression of the deletion mutants was detected by immunofluorescence staining (upper panel) and WB (middle panel) using anti-GFP antibody which interacts with YFP. Diagrammatic representation of the structure of the mutants is shown in the lower panel.

Rab25 deletion mutants do not alter cellular glycogen and ATP levels. Ovarian cancer cell lysates were collected 24 h post transfection. (a) p < 0.05 versus empty vector transfected cells.

A. Rab25 expression correlates with glycogen levels in patienttumours. Total RNA and total cellular extracts, isolated from 31 ovarian cancer patient specimens, were subjected to Rab25 gene expression and glycogen content analysis using qPCR and glycogen assay, respectively.

B-C. The Rab25 expression signature identifies patients with a poor prognosis. Ovarian cancer patients were classified as either mirroring the Rab25-associated gene expression signature (Rab25 signature) or not (non-Rab25 signature) using linear discriminant analysis in BRB tools, in two independent published ovarian datasets. Progression free survival curves

for patients with advanced disease (Stage II to IV) are shown. Univariate analyses were plotted using Kaplan-Meier method and Coxplots used for multivariate analyses (co-variates included stage, grade, histology and residual disease).

B. Tothill et al, 2008.

C. Dressman et al, 2007.

D. Prediction of breast cancer overall survival in two independent published breast datasets (upper panel) Pawitan et al, 2005 and (lower panel) Chin et al, 2006, based on Rab25-associated gene signature. Breast patient classification was determined by BRB tool class prediction function to identify patient with Rab25-associated gene expression signature (Rab25-signature) or without (non-Rab25 signature). All patients from the datasets were included in class prediction.

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