extracellular fatty acids are the major contributor to ... · 15-01-2019 · 48 extracellular fas...
TRANSCRIPT
1
Extracellular Fatty Acids are the Major Contributor to Lipid Synthesis in Prostate Cancer 1
Seher Balaban 1*
, Zeyad D. Nassar 2,3*
, Alison Y. Zhang 4,5,6*
, Elham Hosseini-Beheshti 1, Margaret 2
M. Centenera 2,3
, Mark Schreuder 1,7
, Hui-Ming Lin 4, Atqiya Aishah
1, Bianca Varney
1, Frank Liu-3
Fu 1, Lisa S. Lee
1, Shilpa R. Nagarajan
1, Robert F. Shearer
4, Rae-Anne Hardie
5,8, Nikki L. 4
Raftopulos 1, Meghna S. Kakani
1, Darren N. Saunders
9, Jeff Holst
5,8, Lisa G. Horvath
4,5,6,9,10, Lisa 5
M. Butler 2,3
, and Andrew J. Hoy 1 #
6
1 Discipline of Physiology, School of Medical Sciences & Bosch Institute, Charles Perkins Centre, Faculty of Medicine 7
and Health, The University of Sydney, NSW 2006, Australia. 2 Adelaide Medical School and Freemasons Foundation 8
Centre for Men's Health, University of Adelaide, Adelaide, South Australia, 5005, Australia. 3 South Australian Health 9
and Medical Research Institute, Adelaide, South Australia, 5001, Australia. 4 Cancer Division, The Kinghorn Cancer 10
Centre/Garvan Institute for Medical Research, Darlinghurst, NSW, Australia. 5 Faculty of Medicine and Health, 11
University of Sydney, Sydney, New South Wales, Australia. 6 Chris O’Brien Lifehouse, Camperdown, NSW, Australia. 12 7 Faculty of Medicine, University of Utrecht, The Netherlands. 8 Origins of Cancer Program, Centenary Institute, 13
University of Sydney, Camperdown, New South Wales, Australia. 9 School of Medical Sciences, UNSW Australia, 14
Sydney, NSW 2052 Australia. 10 Royal Prince Alfred Hospital, Camperdown, NSW, Australia. 15
* these authors contributed equally 16
Abbreviated title: Fatty acid metabolism in prostate cancer 17
Keywords: fatty acid oxidation, apoptosis, prostate cancer, de novo lipogenesis, triglyceride 18
synthesis 19
Financial Support 20
LMB, AJH and JH acknowledge grant support from The Movember Foundation/Prostate Cancer 21
Foundation of Australia (MRTA3 and MRTA1). AJH is supported by a University of Sydney 22
Robinson Fellowship and was supported by Helen and Robert Ellis Postdoctoral Research 23
Fellowship from the Sydney Medical School Foundation and funding from the University of 24
Sydney. R-AH and AJH received support from the Sydney Medical School. SB was a recipient of a 25
University of Sydney Australian Postgraduate Award. ZDN is supported by an Early Career 26
Fellowship from the National Health and Medical Research Council of Australia and John Mills 27
Young Investigator Award from the Prostate Cancer Foundation of Australia. LMB is supported by 28
a Principal Cancer Research Fellowship produced with the financial and other support of Cancer 29
Council SA's Beat Cancer Project on behalf of its donors and the State Government of South 30
Australia through the Department of Health and was supported by a Future Fellowship from the 31
Australian Research Council (FT130101004). DNS was supported by the National Health and 32
Medical Research Council (project grant GNT1052963). MS was supported by funding from the 33
Dutch Cancer Institute KWF. 34
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
2
# Corresponding author: Andrew J. Hoy, Ph.D. 35
Discipline of Physiology, Charles Perkins Centre, University of Sydney, NSW, Australia 2006 36
Phone: +61 2 9351 2514 Email: [email protected] 37
Competing Interests 38
The authors declare no competing financial interests. 39
Word count: 6 312 words for main section 40
Total number of figures: 6 plus 3 supplementary figures 41
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
3
Abstract: Prostate cancer cells exhibit altered cellular metabolism but, notably, not the hallmarks of 42
Warburg metabolism. Prostate cancer cells exhibit increased de novo synthesis of fatty acids (FA); 43
however, little is known about how extracellular FAs, such as those in the circulation, may support 44
prostate cancer progression. Here, we show that increasing FA availability increased intracellular 45
triacylglycerol content in cultured patient-derived tumor explants, LNCaP and C4-2B spheroids, a 46
range of prostate cancer cells (LNCaP, C4-2B, 22Rv1, PC-3), and prostate epithelial cells (PNT1). 47
Extracellular FAs are the major source (~83%) of carbons to the total lipid pool in all cell lines, 48
compared to glucose (~13%) and glutamine (~4%), and FA oxidation rates are greater in prostate 49
cancer cells compared to PNT1 cells, which preferentially partitioned extracellular FAs into 50
triacylglycerols. Due to the higher rates of FA oxidation in C4-2B cells, cells remained viable when 51
challenged by the addition of palmitate to culture media and inhibition of mitochondrial FA 52
oxidation sensitized C4-2B cells to palmitate-induced apoptosis. Whereas in PC-3 cells, palmitate 53
induced apoptosis, which was prevented by pre-treatment of PC-3 cells with FAs, and this 54
protective effect required DGAT-1-mediated triacylglycerol synthesis. These outcomes highlight 55
for the first-time heterogeneity of lipid metabolism in prostate cancer cells and the potential 56
influence that obesity-associated dyslipidemia or host circulating has on prostate cancer 57
progression. 58
Implications: Extracellular-derived FAs are primary building blocks for complex lipids and 59
heterogeneity in FA metabolism exists in prostate cancer that can influence tumor cell behavior. 60
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
4
INTRODUCTION 61
Metabolic changes during malignant transformation are recognized as a major hallmark of cancer 62
(1). In general, cancer cells exhibit increased glucose uptake and enhanced rates of glycolysis 63
resulting in lactate and energy production, termed the Warburg Effect (2). Other cancer-related 64
alterations in intracellular metabolic pathways include elevated synthesis of nucleotides, proteins 65
and fatty acids (FA) to support increased rates of growth and division (3). Significant attention has 66
centered on altered glucose and glutamine metabolism, including their roles as precursors for de 67
novo FA synthesis / lipogenesis (4-6), yet the contribution of FAs to cancer cell biology remains 68
elusive. FAs are the main structural components of biological membranes and are building blocks 69
for complex lipids such as triacylglycerols (TAG) and membrane phospholipids, and signaling 70
intermediates including diacylglycerol, phosphoinositols, sphingosine and phosphatidic acid (7). 71
The intracellular FA pool that acts as precursors for complex lipid synthesis is supplied by 72
extracellular sources such as lipoprotein-contained TAGs and adipose-derived free FAs, as well as 73
through de novo synthesis. Importantly, obese patients tend to have higher stage and a high 74
mortality rate from a range of cancers (see review (8)). These patients typically have increased 75
adiposity and dyslipidemia, resulting in a lipid-rich extratumoral environment. 76
Prostate cancer is the most common cancer in men and the second leading cause of male cancer-77
related death. The mainstay of treatment for advanced prostate cancer is androgen deprivation 78
therapy; however, this treatment is not curative, and patients inevitably develop a lethal form of the 79
disease termed castration-resistant prostate cancer (9). Unlike most other carcinomas, prostate 80
cancer is characterized by a slow glycolytic rate and may be more reliant on FA oxidation to 81
provide ATP for cell proliferation and growth, due to increased rates of citrate oxidation (10). 82
Prostate cancer also exhibits a number of lipid-specific features, including increased lipid droplet 83
number and size in high grade carcinomas compared to low grade prostate carcinomas and normal 84
prostate tissue (11), and enhanced rates of de novo FA synthesis (12-14). Whilst the functional 85
significance of these phenotypes is yet to be elucidated, they likely arise from aberrant activation of 86
SREBPs and enhanced expression of FASN (14-16). The resultant increase in de novo FA 87
synthesis, which uses acetyl-CoA as a major substrate, is the basis for evaluating 11
C-acetate-PET 88
for diagnosis and staging (17); however, the influence of factors other than tumor metabolism on 89
acetate uptake results in high false-positive results (17). One potential driving factor that influences 90
11C-acetate uptake and metabolism could be the extratumoral lipid environment. It is known that 91
high extracellular lipid levels influence glucose metabolism in type 2 diabetes (18) and in breast 92
cancer (19-21), and can directly influence the rate of de novo FA synthesis from non-lipid sources 93
(i.e. glucose- or glutamine-derived acetyl-CoA) (22). It has also been reported that dietary fat and 94
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
5
metabolic disorders, including dyslipidemia and obesity are adverse prognostic factors influencing 95
disease behavior (see review (23)). Recently, we identified a prognostic three-lipid signature that is 96
associated with poor prognosis in men with lethal metastatic castration-resistant prostate cancer 97
(24). Collectively, these observations suggest that the extracellular lipid environment may influence 98
prostate cancer FA metabolism and behavior, yet this relationship remains to be characterized. 99
The aim of this study was to assess FA metabolism in patient-derived explants and in a range of 100
prostate cancer cell lines, and elucidate the role of FA metabolism in prostate cancer cell survival. 101
Insights into these situations may provide a greater understanding into the potential role that 102
elevated extracellular FA levels may play in obesity-induced prostate cancer progression (see 103
reviews (23,25)). 104
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
6
MATERIALS AND METHODS 105
Cell Culture 106
The human prostate epithelial cell line PNT1 and the human prostate carcinoma cell lines LNCaP 107
(androgen receptor positive, androgen sensitive), C4-2B, 22Rv1 (androgen receptor positive, 108
androgen independent), PC-3 (androgen receptor negative, androgen resistant) were obtained from 109
the American Type Culture Collection (ATCC). Cell lines are validated annually by Garvan 110
Molecular Genetics using a test based on the Powerplex 18D kit (DC1808, Promega) and tested for 111
mycoplasma every 3 months (MycoAlert™ mycoplasma detection kit, Lonza). All cell lines were 112
cultured in Roswell Park Memorial Institute (RPMI) 1640 medium (Life Technologies Australia 113
Pty Ltd., Scoresby VIC, Australia) supplemented with 10% fetal calf serum (FCS; HyClone, GE 114
Healthcare Life Sciences, USA) and 100 IU/ml penicillin and 100 IU/ml streptomycin (Life 115
Technologies Australia Pty Ltd., Scoresby VIC, Australia). The passage numbers of all cell lines 116
were below 20 between thawing and use in the experiments. 117
To create the spheroids, approximately 1 x 106 cells were obtained by trypsinization from growing 118
monolayer cultures. Cells (2 x 104 /well) were seeded in 96-well, ultra-low attachment, round-119
bottom plates (Costar, Corning). These cells were then centrifuged at 1500×g for 10 min and 120
incubated at 37°C in a humidified 5% CO2 incubator for 7 days. The cells were kept without 121
agitation except when fresh growth medium was administered every 72 hours. 122
To inhibit DGAT-1 activity, cells were treated with 60 nM of AZD3988 (Tocris Bioscience, 123
Invitrogen) (26) for 24 h in RPMI, 10 % FCS and no antibiotics. After treatment, cells were washed 124
and sensitivity to palmitate-induced apoptosis or cell growth in fresh RPMI containing 10 % FCS 125
was assessed. To inhibit FA oxidation, cells were treated with 100 µM etomoxir (Sigma) in RPMI, 126
10 % FCS and no antibiotics. 127
Cell Transfection 128
Cells were seeded two days before the experiment and transfected using RNAiMAX transfection 129
reagent (#13778075; Thermo Fisher Scientific) and 25 pmol Pooled CPT1A siRNA (ON-130
TARGETplus SMARTpool L-009749-00-0005; Thermo Scientific, Chicago, IL) (27) or ON-131
TARGETplus Non-targeting Pool (D-001810-10-05) according to the manufacturer's instructions. 132
After 48 hours, cells were washed and sensitivity to palmitate-induced apoptosis and fatty acid 133
oxidation assessed. 134
Patient-Derived Explants 135
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
7
Human ethical approval for this project was obtained from the University of Adelaide Human 136
Research Ethics Committee, St Andrew’s Hospital Research Ethics Committee (reference number 137
80; Adelaide, South Australia) or St Vincent’s Hospital’s Human Research Ethics Committee 138
(12/231; Sydney, New South Wales). Fresh prostate cancer specimens were obtained with written 139
informed consent through the Australian Prostate Cancer BioResource from men undergoing 140
robotic radical prostatectomy at either the St Andrew’s Hospital (Adelaide, South Australia) or St 141
Vincent’s Clinic (Sydney, New South Wales). Patient-derived explants (PDEs) were prepared and 142
cultured as previously reported (28,29). Briefly, a 6 mm core of tissue was dissected into 1 mm3 143
pieces and cultured in triplicate on a pre-soaked gelatin sponge (Johnson and Johnson, New 144
Brunswick, NJ) in 24-well plates containing RPMI 1640 with 10 % FBS, antibiotic/antimycotic 145
solution (Sigma, St Louis, MO), 0.01 mg/ml hydrocortisone, and 0.01 mg/ml insulin (Sigma). PDEs 146
were cultured at 37°C for up to 72 h and then rinsed twice in ice cold PBS prior to being snap 147
frozen. 148
Lipid-loading of Cells, Spheroids and PDEs 149
Cell lines, spheroids and PDEs were incubated in RPMI medium supplemented with differing 150
concentrations of either oleate only, or 1:2:1 palmitate:oleate:linoleate (FA Mix; Sigma) as 151
indicated plus 10% FCS (wt/vol.) and no antibiotics for 24 h. 152
Substrate Metabolism 153
PDE fatty acid uptake: explants were cultured in assay media containing 2% fatty acid-free BSA, 154
0.2 mmol/l cold oleate (Sigma), and 0.2 µCi/ml [1-14
C]oleate (Perkin Elmer, Boston, MA) in the 155
presence or absence of 100 nM insulin. Snap frozen tissues were homogenized in 100 µL PBS using 156
a Precellys24 tissue homogenizer (Bertin Technologies, France) and lysate transferred to 900 µL 157
Ultima Gold scintillation fluid for counting on a Tri-Carb® 2810TR liquid scintillation analyzer 158
(Perkin Elmer). 159
Extracellular-derived FA metabolism: cells were maintained in FCS-containing media prior to 160
experimentation. Cells were washed in warmed PBS, then incubated in assay medium containing 161
0.5 mmol/l cold oleate or palmitate, [1-14
C]oleate or [1-14
C]palmitate (0.5 μCi/ml; PerkinElmer, 162
Boston, MA) conjugated to 2% (wt/vol.) FA-free BSA and 1 mM L-carnitine in low glucose 163
DMEM for 4 h. Mitochondrial oxidation was determined from 14
CO2 production as previously 164
described (30). Cells were harvested on ice-cold PBS to determine 14
C-oleate incorporation into 165
intracellular lipid pools and protein content. FA uptake was calculated as the sum of 14
CO2, 14
C 166
activity in the aqueous phase and 14
C incorporation into lipid containing organic phase of cell 167
lysates. 168
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
8
Intracellular (TAG)-derived FA metabolism: cells were maintained in FCS-containing media prior 169
to experimentation. Cells were washed in warmed PBS, then pulsed overnight for 18 h in assay 170
media containing 2% fatty acid-free BSA, with [1-14
C]oleate (1 μCi/ml; PerkinElmer, Boston, MA) 171
and cold oleate (C4-2B: 20 or 150 µM; PC-3: 80 or 300 µM) to pre-label the endogenous TAG 172
pool. Following the pulse, the specific activity of the TAG pool was determined in a cohort of cells 173
by measuring the 14
C activity in the TAG following lipid extraction and TLC as well as the 174
biochemical assessment of the TAG pool (see Biochemical Measures). TAG-derived FA oxidation 175
(endogenous FA oxidation) was determined by measuring 14
CO2 production in another cohort run in 176
parallel where cells were chased for 4 h in RPMI media containing 0.5% FA-free BSA and 1 mM L-177
carnitine. 178
Glucose and glutamine metabolism: cells were maintained in FCS-containing media prior to 179
experimentation. Cells were washed in warmed PBS, then incubated in the same media for oleate 180
metabolism but with the either U-[14
C]-D-Glucose or 1-[14
C]-L-Glutamine (0.5µCi/ml, Perkin 181
Elmer Inc., USA) in place of [1-14
C]oleate and placed on cells for 4 h. Substrate uptake was 182
calculated as the sum of 14
CO2, 14
C activity in the aqueous phase and 14
C incorporation into lipid 183
containing organic phase of cell lysates. 184
Cellular lipids were extracted using the Folch method (31). Lipids were separated by TLC using 185
heptane-isopropyl ether-acetic acid (60:40:3, v/v/v) as developing solvent for TAG and 186
phospholipids or by a two-step solvent system for ceramides where TLC plates were developed to 187
one-third of the total length of the plate in chloroform: methanol: 25 % NH3 (20:4:0.2, v/v/v), dried, 188
then rechromotographed in heptane: isopropyl ether: acetic acid (60:40:3, v/v/v). 14
C activity in the 189
TAG, phospholipid and ceramide bands was determined by scintillation counting. 190
The contribution of oleate, glucose and glutamine to lipid synthesis was calculated by summing the 191
14C activity from the organic phase following lipid extraction for each substrate, expressed as 192
pmol/min/mg, then calculating the percent contribution for each substrate. 193
Biochemical Measures 194
Monolayer cultured cell and spheroid TAGs were extracted using the method of Folch et al (31) and 195
quantified using an enzymatic colorimetric method (GPO-PAP reagent, Roche Diagnostics). Cell 196
protein content was determined using Pierce Micro BCA protein assay (Life Technologies Australia 197
Pty Ltd., Scoresby VIC, Australia). 198
Visualization of Lipid Droplets 199
PDEs were washed twice in ice cold PBS and snap frozen. Frozen sections of 5 µm thickness were 200
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
9
dried then washed with propylene glycol prior to staining with warm (60°C) Oil Red O for 10 mins. 201
Tissues were differentiated in 85% propylene glycol, rinsed twice in distilled water and 202
counterstained with hematoxylin for 30 secs. Tissues were rinsed in distilled water and mounted 203
with aqueous mounting medium. Stained tissues were visualized using a Panoramic 250 Digital 204
Slide Scanner (3D Histech, Budapest, Hungary) and staining quantitated using ImageJ software 205
(v1.49t). 206
Spheroids were washed in PBS, fixed with 4% PFA. Spheroids were then washed with 60% 207
Isopropanol and stained with Oil Red O for 15 minutes at room temperature. Spheroids were 208
washed with Isopropanol, distilled water, and then embedded in OCT, before cryosectioning and 209
counterstained with hematoxylin. The stained spheroid droplets were observed using a Leica 210
DM4000 microscope. 211
PDE Immunohistochemistry 212
ATGL staining was performed on PDEs from 10 patients on the Leica BOND RX platform. 213
Sections of 4 µm thick paraffin-embedded blocks were dewaxed and rehydrated with Bond wash 214
solution (Ref: AR9222). The slides underwent antigen retrieval using a standardized heat-induced 215
epitope retrieval protocol (HIER 20 minutes with ER2). The primary antibody against ATGL 216
(#2138S, Cell Signaling, MA, USA) was applied and incubated for 15 minutes, followed by 217
application of a post primary mouse antibody for 8 minutes, followed by a secondary rabbit 218
antibody for 8 minutes (both part of Leica Bond Polymer Refine Detection system). Bound 219
antibody was stained with 3, 3-diaminobenzidine tetrahydrochloride (Mixed DAB Refine) and then 220
counterstained with hematoxylin. Optimal primary antibody concentration was determined by serial 221
dilutions, optimizing for maximal signal without background interference. The final ATGL 222
antibody dilution used was 1:500. ATGL staining was quantified only in areas of tumor as 223
determined by Clinical Pathologist. Only 5 of the 10 PDEs that were sectioned and stained for 224
ATGL contained tumor. 225
Western Blot Analysis 226
Protein extraction from mono-cultures was performed as described previously (32). Cell lysates 227
were subjected to SDS-PAGE, transferred to PVDF membranes (Merck Millipore), and then 228
immunoblotted with antibodies for anti-ATGL (2138S), anti-PARP (9532S), anti-ATF4 (11815S) 229
and anti-GAPDH (2118S) obtained from Cell Signaling Technology (Danvers, MA), anti-CPT1A 230
(ab128568), anti-DGAT-1 (ab54037), and anti-DGAT-2 (ab59493) from Abcam (Cambridge, MA, 231
USA). Chemiluminescence performed using Luminata Crescendo Western HRP Substrate (Merck 232
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
10
Millipore) and imaged using the Bio-Rad ChemiDoc MP Imaging System (Bio-Rad laboratories, 233
Hercules, CA, USA) using Image Lab software 4.1 (Bio-Rad laboratories, Hercules, CA, USA). 234
Palmitate Treatment and Cell Viability 235
PC-3 and C4-2B cells were plated in triplicate in 96 well plates (3x103 cells/ well) and a group of 236
cells were then lipid-loaded for 24h, with ethanol used as a vehicle control. The following day, the 237
media was removed, cells were washed and fresh RPMI media containing 10 % FCS supplemented 238
with 250 μM palmitate (Sigma-Aldrich, NSW, AU) or ethanol as a vehicle control added. In 239
separate experiments, a palmitate dose response was performed using fresh RPMI media containing 240
10 % FCS supplemented with 62.5, 125, 250 or 500 μM palmitate or ethanol as a vehicle control. 241
At defined time points stated in figure legends, MTT assays were performed as described 242
previously (33), cells counted and viability assessed by trypan blue dye exclusion at indicated time 243
points. In another cohort, cells were lysed for protein content determination after 4 days of 244
treatment or immunoblot analysis after 24h of palmitate treatment. 245
Statistical Analysis 246
Statistical analyses were performed with Graphpad Prism 7.03 (Graphpad Software, San Diego, 247
CA). Differences among groups were assessed with appropriate statistical tests noted in figure 248
legends. P ≤ 0.05 was considered significant. Data are reported as mean ± SEM of at least 3 249
independent determinations. 250
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
11
RESULTS 251
Increasing FA availability increases triacylglycerol content in patient-derived explants and a 252
range of human prostate cancer cell lines 253
Firstly, we assessed the influence of the extracellular lipid environment on neutral lipid levels in 254
clinical prostate tumors cultured as patient-derived explants (PDEs). PDEs incubated in FCS-255
containing media supplemented with 500 µM of the monounsaturated FA oleate for 72 h displayed 256
increased intracellular neutral lipid levels (as determined by Oil Red-O staining; Figure 1A), and a 257
trend for increased protein levels (P=0.09) of the lipid droplet lipase adipose triglyceride lipase 258
(ATGL; Figure 1B & C). PDEs also accumulated radiolabeled oleate in a time dependent manner 259
(Figure 1D). FA uptake is stimulated by insulin in many tissues (34) and here this was also evident 260
in PDEs (Figure 1D). Collectively, these data demonstrated that castrate-sensitive prostate cancer 261
was sensitive to the extracellular lipid environment and accumulates FAs as neutral lipids. 262
We further explored these observations using 3D spheroid models to assess the time and dose-263
dependent effects of extracellular FAs on neutral lipid levels. Incubating androgen-sensitive LNCaP 264
spheroids in 500 µM oleate increased Oil Red-O staining, with stronger staining observed following 265
72 h of culture (Figure 1E). Increased Oil Red-O staining in LNCaP spheroids was associated with 266
an increase in the neutral lipid TAG in a dose and time-dependent manner (Figure 1F). Similar 267
patterns were observed in androgen-insensitive C4-2B spheroids (Figure 1G & H). 268
We next assessed the effects of the extracellular lipid environment on intracellular TAG levels in a 269
range of prostate cancer cell lines and normal prostate epithelial cells. Non-malignant prostate 270
epithelial PNT1 cells (Figure 1I), AR positive and androgen sensitive LNCaP cells, AR positive and 271
androgen independent C4-2B and 22Rv1 cells (Figure 1J-L), and AR negative PC-3 cells (Figure 272
1M) accumulated intracellular TAG in a dose-dependent manner when cultured in FCS-containing 273
media supplemented with increasing extracellular levels of oleate. Importantly, this pattern was also 274
observed in media containing a 1:2:1 palmitate : oleate : linoleate mixture of FAs, representing a 275
physiological mixture that reflects the most prominent circulating free FAs (35). Collectively, these 276
experiments demonstrated that increasing extracellular FA levels enhanced intracellular TAG levels 277
in a range of prostate cancer model systems, and this was not restricted to a specific FA species. 278
Human prostate cancer cells have greater oxidation of extracellular FAs 279
The esterification of extracellular FAs into TAG for storage in lipid droplets is only one 280
intracellular fate for these FAs. Using established radiometric approaches (36), we defined in detail 281
the intracellular handling of extracellular FAs across a range of prostate cancer cells. We observed 282
that FA uptake occurred in all cell lines analyzed, but was faster in LNCaP, C4-2B and PC-3 cells 283
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
12
(P<0.05), and tended to be slower in 22Rv1 cells (P=0.06) compared to PNT1 cells (Figure 2A). 284
Whilst it has been long assumed that prostate cancer cells activate FA oxidation (10), little direct 285
evidence of catabolism of FAs in prostate cancer cells has been reported. The generation of CO2 286
from extracellular oleate was ~ 11-fold higher in all prostate cancer cells compared to PNT1 cells 287
(Figure 2B). Finally, the incorporation of extracellular FAs into TAG was increased in LNCaP and 288
C4-2B, but lower in 22Rv1 cells compared to PNT1 cells (Figure 2C). 289
Extracellular FAs are the major source of carbons for lipid synthesis in human prostate 290
cancer cells compared to glucose and glutamine 291
The assessment of cancer cell FA metabolism is often limited to the generation of new FAs from 292
non-lipid sources such as glucose and glutamine (i.e. de novo lipogenesis), which has been 293
proposed to meet the increased requirement for phospholipid (37). As such, we next assessed the 294
contribution of glucose and glutamine carbons to total lipid synthesis in a range of prostate cancer 295
cells and non-malignant prostate epithelial cells and compared these to the contribution of 296
extracellular FAs. Firstly, we observed that all cells tested took up glucose and glutamine at a 297
greater rate compared with oleate (Figure 2D-H). Only a very small proportion of the glucose 298
(~5%) and glutamine (~2%) was partitioned to cellular lipids via de novo lipogenesis, whereas the 299
vast majority of oleate was incorporated into lipids (~95%; Figure 2D-H). We further examined the 300
relative contributions of glucose, glutamine and oleate as substrates for total lipid synthesis by 301
summing the absolute rates of lipid synthesis for each. Oleate contributed an average of 83% of 302
carbons to the total lipid pool in all cell lines with glucose providing ~13% and glutamine 303
contributing ~4% (Figure 2I). However, LNCaP cells tended to have a greater contribution to lipid 304
carbons from glucose compared to PNT1 cells (PNT1: 11%; LNCaP: 17%, P=0.1), evidence of 305
increased de novo lipogenesis as previously reported (12-14). Collectively, these data clearly 306
demonstrated that lipid synthesis from glucose and glutamine carbons contributed only a minor 307
fraction (~17%) of the total lipid synthesis in the basal state. 308
Increasing FA availability enhances fatty acid flux into and out of lipid droplets in human 309
prostate cancer cells 310
A major destination for extracellular FAs is TAG stored in cytosolic lipid droplets (Figure 1). This 311
TAG is not a terminal destination for FAs and can be mobilized via the actions of neutral lipases 312
(38,39). As such, we next assessed the catabolism of intracellular-derived FAs. Overnight exposure 313
to media containing higher amounts of oleate and 0.2 µCi/ml 14
C-oleate increased TAG levels in 314
both C4-2B and PC-3 cells compared to cells treated with lower amounts of oleate and 0.2 µCi/ml 315
14C-oleate (data not shown, similar to Figure 1). The oxidation of intracellular TAG-derived FAs 316
was increased in cells that were incubated overnight in media containing more oleate (Figure 2J & 317
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
13
K). Collectively, these experiments demonstrated that a larger intracellular FA store not only 318
promoted FA oxidation to generate ATP, NADH and other metabolites but also increased 319
mobilization of FAs, potentially for provisioning into phospholipid synthesis. 320
Increasing intracellular TAG levels protects PC-3 cells from apoptosis induced by palmitate 321
or serum starvation 322
We have demonstrated that a range of prostate cancer model systems accumulate lipid droplets, 323
which is supported by recent in vivo data (16). Lipid accumulation is associated with increased 324
tumor burden (11,16) and therefore it is possible that these higher intracellular lipid levels provide a 325
survival advantage. Next we assessed the responsiveness of lipid-loaded castration-resistant C4-2B 326
and PC3 cells to apoptotic stimuli by challenging these cells to either high levels of palmitate in 327
FCS-containing media (21,40,41), or with serum-free media. Both C4-2B and PC3 cells are 328
androgen independent metastatic prostate cancer cell lines that model CRPC, which is currently 329
incurable. The addition of 250 µM palmitate to FCS-containing media reduced MTT absorbance 330
within 2 days and this effect was further enhanced by 4 days compared to cells cultured in FCS-331
containing media (Figure 3A). This reduced metabolic activity was consistent with a striking 332
reduction in cell number after 4 days (Figure 3B) and preceded by activation of PARP and ATF4 333
signaling after 1 day of palmitate treatment (Figure 3C). Interestingly, PC-3 cells lipid-loaded with 334
either oleate alone (Figure 3A), or FA mixture (Figure S1A), were partly protected from palmitate-335
induced apoptosis (Figure 3B) and displayed blunted activation of PARP and ATF4 signaling 336
(Figure 3C). Lipid-loaded PC-3 cells were similarly, but less strikingly, protected from serum 337
starvation-induced reduction in viable cells (Figure S1B) and cell number (Figure S1C). 338
C4-2B cells have low sensitivity to palmitate-induced apoptosis 339
PC-3 and C4-2B cells are castrate-resistant prostate cancer cells that accumulate similar amounts of 340
TAG following incubation in FA-rich media (Figure 1), but only C4-2B cells express AR. C4-2B 341
cells incubated in FCS-containing media supplemented with palmitate had only a mild attenuation 342
of MTT absorbance compared to control cells grown in FCS only media (Figure 3D). This response 343
to palmitate supplementation by C4-2B cells was different from PC-3 cells (Figure 3A), and this 344
difference was also observed in response to dose-dependent palmitate supplementation (Figure 345
S2A-D). Specifically, the MTT absorbance for PC-3 cells was nearly zero after 2 and 4 days of 250 346
µM and 500 µM palmitate supplementation (Figure S2A), whereas 250 µM palmitate 347
supplementation attenuated MTT absorbance of C4-2B cells (D2: 120%, D4: 223% of day 0; Figure 348
2SB) and 500 µM palmitate supplementation reduced MTT absorbance (D2: 77%, D4: 63% of day 349
0; Figure S2B). The blunted MTT signal was due to reduced cell number after 4 days exposure to 350
FCS-containing media supplemented with 250 µM palmitate relative to control, but the number of 351
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
14
cells were still greater than the number of cells at the start of the experiment (Figure 3E). Similar to 352
PC-3 cells, C4-2B cells pre-treated with either oleate or FA mix were protected from palmitate-353
induced reduction in viable cells (Figure 3D & S1D) and cell number (Figure 3E). Collectively, this 354
demonstrated that PC-3 cells were highly sensitive to palmitate-induced apoptosis whereas C4-2B 355
cells were much less sensitive while lipid-loading both cell lines protected from this palmitate 356
insult. 357
Differences in palmitate handling explain the differential response to palmitate-induced 358
apoptosis in C4-2B and PC-3 cells 359
Altered intracellular palmitate metabolism is one potential explanation for the striking differences in 360
the sensitivity to palmitate-induced lipotoxicity between PC-3 and C4-2B cells, both in the basal 361
state and after lipid loading. To test this, PC-3 and C4-2B cells were incubated in 14
C-palmitate, in 362
the basal state or following overnight exposure to oleate, and the fate of radiolabeled FAs 363
determined. Despite being more sensitive to palmitate-induced apoptosis, PC-3 cells had lower total 364
palmitate uptake compare to C4-2B cells and there was no effect of overnight oleate exposure on 365
palmitate uptake (Figure 4A). Interestingly, C4-2B cells had significantly greater rates of palmitate 366
oxidation compared to PC-3 cells (Figure 4B), which was likely due to increased CPT1 protein 367
levels (Figure 4C). CPT1 catalyzes the rate limiting step in FA oxidation (42). Overnight treatment 368
with oleate induced a modest increase in CPT1 levels in both C4-2B and PC-3 cells (Figure 4C) but 369
this did not change the rate of palmitate oxidation (Figure 4B). 370
The incorporation of palmitate into TAG for storage was also greater in C4-2B cells compared to 371
PC-3 cells (Figure 4D). This difference was not explained by differences in the amount of DGAT-1 372
or DGAT-2 (Figure 4E), which catalyze the final reaction in TAG synthesis (43,44). Pre-treatment 373
with oleate increased TAG synthesis in PC-3 cells up to rates equivalent to C4-2B cells, which did 374
not change in response to oleate (Figure 4D). Additionally, ATGL protein levels were greater in 375
C4-2B cells compared to PC-3 cells, and ATGL expression was increased in both cell lines with 376
overnight oleate treatment (Figure 4E), consistent with increased expression in oleate-treated PDEs 377
(Figure 1B & C) and enhanced lipolysis seen in oleate treated cells (Figure 2J & K). Overall, the 378
partition of FAs between mitochondrial oxidation and storage was similar in C4-2B and PC-3 cells, 379
but this intracellular partitioning of FA was shifted towards storage relative to oxidation in PC-3 380
cells following pre-treatment with oleate (Figure 4F). 381
Palmitate is a critical substrate for de novo ceramide synthesis (45) and one hypothesis to explain 382
the enhanced sensitivity to palmitate in PC-3 cells compared to C4-2B cells was enhanced ceramide 383
synthesis (46). However, the rate of palmitate incorporation into ceramide was lower in PC-3 cells 384
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
15
compared to C4-2B cells (Figure 4G). Interestingly, overnight oleate exposure reduced ceramide 385
synthesis in C4-2B cells but not in PC-3 cells. There were no differences in the rate of palmitate 386
incorporation in the phospholipid pool (Figure 4H). 387
From these observations, the most striking differences in palmitate metabolism between C4-2B and 388
PC-3 cells were higher palmitate oxidation rates in C4-2B cells and the increase in palmitate 389
incorporation into TAG following overnight oleate treatment in PC-3 cells. These differences in 390
intracellular palmitate handling may explain the differential sensitivity to palmitate-induced 391
apoptosis in C4-2B and PC-3 cells (Figure 3). 392
Inhibition of mitochondrial FA oxidation sensitizes C4-2B cells to palmitate-induced apoptosis 393
Another explanation for the observed resistance of C4-2B cells to palmitate-induced apoptosis 394
compared to PC-3 cells may be higher palmitate oxidation and higher CPT1A protein levels (Figure 395
4B & C). Therefore, we tested whether inhibiting CPT1-mediated palmitate oxidation sensitized 396
C4-2B cells to palmitate-induced apoptosis. Treating cells with 100 µM of the CPT1 inhibitor, 397
etomoxir, lowered palmitate oxidation (Figure 5A). The addition of 250 µM palmitate to growth 398
media reduced cell viability (Figure 5B); however, the combination of etomoxir and palmitate 399
completely abolished MTT metabolic activity (Figure 5B), cell number (Figure 5C), and activated 400
PARP signaling (Figure 5D). Similar, but less striking, patterns were observed in siRNA-mediated 401
CPT1A knockdown in C4-2B cells. Knockdown of CPT1A (Figure 5E) lowered palmitate oxidation 402
(Figure 5F) but this was associated with a mild reduction in MTT metabolic activity (Figure 5G) 403
and no effect on cell number (Figure 5H). The addition of 250 µM palmitate to growth media 404
attenuated cell viability (Figure 5G); however, the combination of CPT1A knockdown and 405
palmitate further lowered MTT metabolic activity (Figure 5G) and cell number (Figure 5H). 406
Collectively, these results indicate that inhibition of FA oxidation sensitized C4-2B cells to 407
palmitate-induced apoptosis. 408
Inhibition of oleate-stimulated TAG synthesis restores sensitivity to palmitate-induced 409
apoptosis in lipid-loaded PC-3 cells 410
Pre-treatment with either oleate alone or the FA mixture protected PC-3 cells from palmitate-411
induced and serum starvation-induced apoptosis (Figure 3 & S1). Radiometric analysis of palmitate 412
metabolism pointed to an increase in TAG synthesis to shunt palmitate into lipid droplets (Figure 413
4D) as a potential mechanism by which pre-treatment with FAs protected PC-3 cells from 414
palmitate-induced apoptosis. We directly tested this by inhibiting TAG synthesis through the 415
addition of a DGAT-1 inhibitor only during the oleate pre-incubation of PC-3 cells prior to 416
palmitate treatment. As expected, DGAT-1 inhibition blunted oleate-induced increase in PC-3 TAG 417
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
16
content (Figure 6A) due to reduced incorporation of radiolabeled oleate into TAG (Figure 6B). As 418
previously observed, palmitate treatment induced apoptosis, as determined by reduced MTT (Figure 419
6C), PARP activation (Figure 6D) and reduced cellular protein content (Figure 6E). Pre-incubation 420
with oleate blunted this effect (Figure 6C-E); however, lowering intracellular TAG levels by DGAT 421
inhibition in the presence of oleate restored PC-3 cell sensitivity to palmitate (Figure 6C-E). 422
Importantly, pre-incubation with DGAT-1 inhibitor did not affect subsequent PC-3 (Figure S3) and 423
C4-2B (data not shown) cell growth in FCS-containing media. Therefore, TAG synthesis is required 424
for the protective effects of pre-treating PC-3 cells with FAs to palmitate-induced apoptosis. 425
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
17
DISCUSSION 426
Cancer cells require adaptive alterations in intermediary metabolism to fulfil the energy 427
requirements and biochemical needs of their uncontrolled growth capacity (47). Unlike many other 428
solid tumors, prostate cancer exhibits a low rate of glucose utilization and an increased dependence 429
on lipids as a major energy source (48). While enhanced de novo fatty acid synthesis in prostate 430
cancer has been firmly established (see review (23)), the crucial importance of extracellular FAs in 431
prostate cancer progression has been underappreciated and less well-studied. Using a range of 432
models, we demonstrate that prostate cancer cells take up FAs and incorporate them into 433
intracellular TAG for storage in a dose-dependent manner. Further, these extracellular FAs are a 434
greater contributor to intracellular synthesis compared to glucose and glutamine which are used as 435
substrates for de novo fatty acid synthesis. We also show for the first time, striking heterogeneity in 436
the intracellular handling of FAs in castration-resistant C4-2B and PC-3 prostate cancer cells and in 437
their response to palmitate-induced apoptosis. Specifically, C4-2B cells have increased FA 438
oxidative capacity that underpins their resistance to palmitate-induced apoptosis. On the other hand, 439
PC-3 cells are highly sensitive to palmitate-induced apoptosis, which was inhibited by prior lipid-440
loading to stimulate TAG synthesis. These observations highlight the diversity of intracellular FA 441
metabolism in prostate cancer cells. 442
Storage of lipids is an evolutionarily-conserved phenomenon which can buffer energy fluctuations 443
and promote survival in all cells and organisms (49). In this scenario, lipid storage predominantly 444
refers to the partitioning of excess FAs into TAG for storage in cytosolic lipid droplets. Lipid 445
droplets are closely localized with most intracellular organelles, notably mitochondria and 446
endoplasmic reticulum (ER) and are highly conserved in yeast through to mammals (50) but the 447
size and number of lipid droplets varies between cell types. Prostate cancer cells have detectable 448
levels of TAGs and lipid droplets (11,51) and the amounts of these correlate with disease grade 449
(11). Here, we show that PDEs, LNCaP and C4-2B spheroids and a range of prostate cancer cells 450
can respond to changing levels of extracellular FAs and accumulate these as TAG in a dose-451
dependent manner, independent of FA species. Collectively, these in vitro observations suggest that 452
the lipid biology of prostate cancer is likely to be influenced by the local lipid environment of the 453
host, including local adipose tissue that may be expanded in obese patients and/or the circulating 454
lipid profile which itself is influenced by diet and body composition (52,53). 455
Several studies have reported that exogenous FA availability can influence prostate cancer cell 456
growth in vitro (54-60). Monounsaturated FAs, including oleate (C18:1), stimulate LNCaP cell 457
proliferation (54) but activate apoptosis in DU145 cells (60) and retard growth in PC-3 cells 458
(58,59). However, another study reported that oleate stimulates PC-3 but not LNCaP cell growth 459
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
18
(55), which cannot be explained by differences in concentration. Similar inconsistent observations 460
have been made using other FA species including linoleate (C18:2), arachidonic acid (C20:4), and 461
eicosapentaenoic acid (C20:5) (54,55,59,60). Despite these inconsistencies, overall these 462
observations suggest that FAs can have both pro- or anti-proliferative effects. Surprisingly, little is 463
known about the effects of extracellular palmitate (C16:0), which accounts for ~20-22% of FA 464
species of complex lipids (i.e. phospholipids, TAGs etc.) (61) or ~30% of free FAs (62) in human 465
plasma, on prostate cancer cells. The saturated FA palmitate can induce apoptosis in a range of cells 466
including 3T3 fibroblasts (41), peripheral blood mononuclear cells (63), human cardiac progenitor 467
cells (64), pancreatic β cells (65,66), macrophages (67), breast cancer cells (21,40) and hepatocytes 468
(68). We observed that palmitate indeed activates apoptosis in PC-3 cells but attenuates C4-2B cell 469
growth. This is similar to our recent observations in breast cancer cells, where palmitate induced 470
apoptosis in triple negative MDA-MB-231 cells but only attenuated growth in estrogen receptor α 471
positive MCF-7 cells (21). The precise mechanism by which palmitate induces apoptosis remains to 472
be elucidated but several mechanisms have been proposed. These include ER stress (65), impaired 473
autophagy (63), altered NAD metabolism (68), and ceramide synthesis (66). 474
Prostate cancer is initially sensitive to hormonal manipulation; however, resistance to androgen 475
deprivation therapy ultimately occurs which results in the development of lethal metastatic 476
castration-resistant prostate cancer. Here, we identified that the differential responsiveness of 477
castration-resistant C4-2B and PC-3 cells to palmitate was associated with differences in palmitate 478
handling. Specifically, attenuation of C4-2B cell growth by palmitate treatment, rather than 479
activation of apoptosis, was due to enhanced FA oxidation compared to PC-3 cells. FA oxidation 480
has been proposed to be a dominant bioenergetic pathway in prostate cancer cells (10). Whilst the 481
relative contribution of various substrates to ATP turnover in prostate cancer cells is yet to be 482
reported, we provide clear evidence that prostate cancer cells have increased FA oxidation 483
compared to prostate epithelial PNT-1 cells. Our data compliment a previous observation that 484
LNCaP and VCaP prostate cancer cells have greater palmitate oxidation compared to the benign 485
prostatic hyperplasia epithelial cell line BPH-1 (69). We also show that the differences between C4-486
2B and PC-3 cells may be related to CPT1A expression and function. Inhibition of FA oxidation by 487
etomoxir and CPT1A knockdown in C4-2B cells attenuated growth, consistent with a previous 488
observation in castration-sensitive LNCaP and VCaP cells and xenografts (69). Interestingly, the 489
attenuation of C4-2B cell growth by the CPT1A inhibitor etomoxir was similar to palmitate 490
treatment, with the combination of FA oxidation inhibition and palmitate treatment leading to cell 491
death. Our results shed new light on the contribution of FA oxidation in castration-resistant C4-2B 492
cells where pharmacological and genetic inhibition of FA oxidation sensitized C4-2B cells to 493
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
19
palmitate-induced apoptosis and in combination with other observations (69) suggests that targeting 494
FA oxidation is an attractive therapeutic strategy in prostate cancer. 495
The saturated FA palmitate can activate apoptosis in a range of cells (21,40,41,63-68,70), via a 496
range of proposed mechanism, and we show that this also occurs in PC-3 prostate cancer cells. 497
Another common observation is that the addition or presence of oleate ameliorates the cytotoxic 498
effects of palmitate (67,68,71-74). Interestingly, oleate also prevents arachidonic acid and linoleic 499
acid induced cell death in DU-145 prostate cancer cells (60). Several mechanisms have been 500
proposed including restoring insulin stimulated protein kinase B (Akt) signaling (73), attenuating 501
palmitate-induced ER stress (71), preventing activation of the unfolded protein response (75), 502
activating pro-survival pathways of ER stress (72), and activation of AMP-activated protein kinase 503
and mechanistic target of rapamycin signaling (74). Co-treatment with oleate can also modulate 504
palmitate metabolism to increase TAG synthesis and prevent diacylglycerol accumulation (73,76), 505
and block mitochondrial dysfunction and production of reactive oxygen species (76). We observed 506
that pre-treatment of PC-3 cells with either oleate or a FA mixture prevented palmitate-induced 507
apoptosis, as well as serum starvation, by increasing palmitate partitioning into TAG synthesis for 508
storage in lipid droplets. We also observed that pre-treatment of C4-2B cells with either oleate or a 509
FA mixture prevented palmitate-induced attenuation of growth. The ability of FA pre-treatment to 510
alter the response to palmitate treatment by PC-3 and C4-2B cells was not due to changes in 511
palmitate uptake. We did observe a reduction in palmitate incorporation into ceramide in C4-2B 512
cells; however, C4-2B cells have higher rates of ceramide synthesis from palmitate compared to 513
PC-3 cells despite C4-2B cells being less sensitive to the cytotoxic effects of palmitate. This 514
suggests that ceramide synthesis does not activate apoptosis in these cells and that the preventative 515
ability of FA pre-treatment was due to altered TAG synthesis and oxidation. 516
We and others have demonstrated that TAG synthesis can protect cells from palmitate-induced 517
lipotoxicity (21,41,77). For example, oleate supplementation promotes TAG synthesis in CHO cells 518
that can prevent palmitate-induced apoptosis in mouse embryonic fibroblasts but this protection was 519
not seen in DGAT1-/-
mouse embryonic fibroblasts, which lack the ability to synthesize TAG (78). 520
Recently, we demonstrated that TAG synthesis was required for oleate to protect MDA-MB-231 521
breast cancer cells from palmitate-induced apoptosis (21) and here we show that this also occurs in 522
PC-3 cells. The final step of TAG synthesis is catalyzed by DGAT1 and DGAT2 and knockdown of 523
DGAT1 in LNCaP cells reduced cell growth and colony formation (79). Collectively, these 524
observations demonstrate that TAG synthesis supports cancer cell progression. Interestingly, the 525
inability to breakdown TAG to liberate FAs also impairs cell growth and invasion in LNCaP cells 526
(51,79). TAG hydrolysis is catalyzed by ATGL and knockdown of ATGL in LNCaP cells ablated 527
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
20
cell invasion and growth (51). We observed that pre-treatment with oleate increased ATGL protein 528
levels as well as oxidation of TAG-derived FAs in both C4-2B and PC-3 cells. Collectively, these 529
observations suggest that TAG-derived FAs may support prostate cancer cell progression and 530
therefore suggest that FAs that traverse lipid droplet contained TAG pool play an important role in 531
prostate cancer biology. 532
In conclusion, we report for the first time that prostate cancer cells can use extracellular FAs as both 533
fuel for oxidation and the primary substrates for complex lipid synthesis such as TAG, and that high 534
extracellular lipid availability further enhances FA flux in these cells. Further, we identified distinct 535
differences in palmitate handling and sensitivity between castration-resistant C4-2B and PC-3 cells. 536
The reduced sensitivity of C4-2B cells to palmitate-induced apoptosis was due to the high rates of 537
FA oxidation, thus suggesting a potential therapeutic vulnerability for AR positive prostate cancer 538
types with high levels of CPT1A. Oleate pre-treatment, which stimulated TAG synthesis, prevented 539
palmitate-induced apoptosis in AR negative PC-3 cells and adds to a growing body of evidence 540
suggesting that proteins regulating intracellular TAG homeostasis may be further therapeutic 541
targets. The outcomes from these experiments inform the potential role that obesity-associated 542
dyslipidemia (see review (23)) or the host circulating lipidome (24) may play in influencing prostate 543
cancer progression and therefore, these metabolic traits might be the basis for novel, targeted 544
treatment interventions in prostate cancer. 545
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
21
LIST OF ABBREVIATIONS 546
AR: androgen receptor; ATF4: activating transcription factor 4; ATGL: adipose triglyceride lipase; 547
BSA: bovine serum albumin; CPT1A: carnitine palmitoyltransferase 1A; DGAT-1: diacylglycerol 548
O-acyltransferase 1; DGAT-2: diacylglycerol O-acyltransferase 2; ER: endoplasmic reticulum; FA: 549
fatty acid; FCS: fetal calf serum; GAPDH: glyceraldehyde 3-phosphate dehydrogenase; PARP: poly 550
(ADP ribose) polymerase; PDE: patient-derived explant; TAG: triacylglycerol; TLC: thin layer 551
chromatography 552
Authors’ contributions 553
SB, ZDN, AYZ, EHB, MMC, MS, HML, AA, BV, FLF, LSL, RFS, RAH, NLR and MSK 554
performed experiments and analyzed data. DNS, JH, LGH and LMB provided intellectual input, 555
designed experiments, analyzed data and edited the manuscript. AJH conceived the general ideas 556
for this study, designed and performed experiments, analyzed data and wrote the manuscript. All 557
authors read and approved the final version of the manuscript. 558
Acknowledgments 559
Thanks to the Bosch Institute Molecular Biology Facility for technical support. 560
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
22
REFERENCES 561
1. Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell 2011;144(5):646-562
74 doi 10.1016/j.cell.2011.02.013. 563
2. Warburg O. On the origin of cancer cells. Science 1956;123(3191):309-14. 564
3. DeBerardinis RJ, Lum JJ, Hatzivassiliou G, Thompson CB. The biology of cancer: 565
metabolic reprogramming fuels cell growth and proliferation. Cell Metab 2008;7(1):11-20 566
doi 10.1016/j.cmet.2007.10.002. 567
4. Zhang DH, Tai LK, Wong LL, Chiu LL, Sethi SK, Koay ESC. Proteomic study reveals that 568
proteins involved in metabolic and detoxification pathways are highly expressed in HER-569
2/neu-positive breast cancer. Molecular & Cellular Proteomics 2005;4(11):1686-96 doi 570
10.1074/mcp.M400221-MCP200. 571
5. Yoon S, Lee MY, Park SW, Moon JS, Koh YK, Ahn YH, et al. Up-regulation of Acetyl-572
CoA carboxylase alpha and fatty acid synthase by human epidermal growth factor receptor 2 573
at the translational level in breast cancer cells. Journal of Biological Chemistry 574
2007;282(36):26122-31 doi 10.1074/jbc.M702854200. 575
6. Zaidi N, Lupien L, Kuemmerle NB, Kinlaw WB, Swinnen JV, Smans K. Lipogenesis and 576
lipolysis: The pathways exploited by the cancer cells to acquire fatty acids. Progress in Lipid 577
Research 2013;52(4):585-9 doi 10.1016/j.plipres.2013.08.005. 578
7. Beloribi-Djefaflia S, Vasseur S, Guillaumond F. Lipid metabolic reprogramming in cancer 579
cells. Oncogenesis 2016;5:e189 doi 10.1038/oncsis.2015.49. 580
8. Allott EH, Hursting SD. Obesity and cancer: mechanistic insights from transdisciplinary 581
studies. Endocr Relat Cancer 2015;22(6):R365-86 doi 10.1530/ERC-15-0400. 582
9. Centenera MM, Selth LA, Ebrahimie E, Butler LM, Tilley WD. New Opportunities for 583
Targeting the Androgen Receptor in Prostate Cancer. Cold Spring Harb Perspect Med 2018 584
doi 10.1101/cshperspect.a030478. 585
10. Liu Y. Fatty acid oxidation is a dominant bioenergetic pathway in prostate cancer. Prostate 586
Cancer Prostatic Dis 2006;9(3):230-4 doi 10.1038/sj.pcan.4500879. 587
11. Yue S, Li J, Lee SY, Lee HJ, Shao T, Song B, et al. Cholesteryl ester accumulation induced 588
by PTEN loss and PI3K/AKT activation underlies human prostate cancer aggressiveness. 589
Cell Metab 2014;19(3):393-406 doi 10.1016/j.cmet.2014.01.019. 590
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
23
12. Kuhajda FP. Fatty acid synthase and cancer: new application of an old pathway. Cancer 591
research 2006;66(12):5977-80 doi 10.1158/0008-5472.CAN-05-4673. 592
13. Mashima T, Seimiya H, Tsuruo T. De novo fatty-acid synthesis and related pathways as 593
molecular targets for cancer therapy. British journal of cancer 2009;100(9):1369-72 doi 594
10.1038/sj.bjc.6605007. 595
14. Migita T, Ruiz S, Fornari A, Fiorentino M, Priolo C, Zadra G, et al. Fatty acid synthase: a 596
metabolic enzyme and candidate oncogene in prostate cancer. Journal of the National 597
Cancer Institute 2009;101(7):519-32 doi 10.1093/jnci/djp030. 598
15. Swinnen JV, Brusselmans K, Verhoeven G. Increased lipogenesis in cancer cells: new 599
players, novel targets. Curr Opin Clin Nutr Metab Care 2006;9(4):358-65 doi 600
10.1097/01.mco.0000232894.28674.30. 601
16. Chen M, Zhang J, Sampieri K, Clohessy JG, Mendez L, Gonzalez-Billalabeitia E, et al. An 602
aberrant SREBP-dependent lipogenic program promotes metastatic prostate cancer. Nat 603
Genet 2018;50(2):206-18 doi 10.1038/s41588-017-0027-2. 604
17. Esch LH, Fahlbusch M, Albers P, Hautzel H, Muller-Mattheis V. 11C-acetate positron-605
emission tomography/computed tomography imaging for detection of recurrent disease after 606
radical prostatectomy or radiotherapy in patients with prostate cancer. BJU Int 607
2017;120(3):337-42 doi 10.1111/bju.13706. 608
18. Randle PJ, Garland PB, Hales CN, Newsholme EA. The glucose fatty-acid cycle. Its role in 609
insulin sensitivity and the metabolic disturbances of diabetes mellitus. Lancet 1963;1:785-9. 610
19. Balaban S, Shearer RF, Lee LS, van Geldermalsen M, Schreuder M, Shtein HC, et al. 611
Adipocyte lipolysis links obesity to breast cancer growth: adipocyte-derived fatty acids 612
drive breast cancer cell proliferation and migration. Cancer Metab 2017;5:1 doi 613
10.1186/s40170-016-0163-7. 614
20. Wang YY, Attane C, Milhas D, Dirat B, Dauvillier S, Guerard A, et al. Mammary 615
adipocytes stimulate breast cancer invasion through metabolic remodeling of tumor cells. 616
JCI Insight 2017;2(4):e87489 doi 10.1172/jci.insight.87489. 617
21. Balaban S, Lee LS, Varney B, Aishah A, Gao Q, Shearer RF, et al. Heterogeneity of fatty 618
acid metabolism in breast cancer cells underlies differential sensitivity to palmitate-induced 619
apoptosis. Mol Oncol 2018 doi 10.1002/1878-0261.12368. 620
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
24
22. Duarte JA, Carvalho F, Pearson M, Horton JD, Browning JD, Jones JG, et al. A high-fat diet 621
suppresses de novo lipogenesis and desaturation but not elongation and triglyceride 622
synthesis in mice. J Lipid Res 2014;55(12):2541-53 doi 10.1194/jlr.M052308. 623
23. Zadra G, Photopoulos C, Loda M. The fat side of prostate cancer. Biochim Biophys Acta 624
2013;1831(10):1518-32 doi 10.1016/j.bbalip.2013.03.010. 625
24. Lin HM, Mahon KL, Weir JM, Mundra PA, Spielman C, Briscoe K, et al. A distinct plasma 626
lipid signature associated with poor prognosis in castration-resistant prostate cancer. Int J 627
Cancer 2017;141(10):2112-20 doi 10.1002/ijc.30903. 628
25. Nassar ZD, Aref AT, Miladinovic D, Mah CY, Raj GV, Hoy AJ, et al. Peri-prostatic 629
adipose tissue: the metabolic microenvironment of prostate cancer. BJU Int 2018 doi 630
10.1111/bju.14173. 631
26. McCoull W, Addie MS, Birch AM, Birtles S, Buckett LK, Butlin RJ, et al. Identification, 632
optimisation and in vivo evaluation of oxadiazole DGAT-1 inhibitors for the treatment of 633
obesity and diabetes. Bioorg Med Chem Lett 2012;22(12):3873-8 doi 634
10.1016/j.bmcl.2012.04.117. 635
27. Liu L, Wang YD, Wu J, Cui J, Chen T. Carnitine palmitoyltransferase 1A (CPT1A): a 636
transcriptional target of PAX3-FKHR and mediates PAX3-FKHR-dependent motility in 637
alveolar rhabdomyosarcoma cells. BMC Cancer 2012;12:154 doi 10.1186/1471-2407-12-638
154. 639
28. Centenera MM, Raj GV, Knudsen KE, Tilley WD, Butler LM. Ex vivo culture of human 640
prostate tissue and drug development. Nat Rev Urol 2013;10(8):483-7 doi 641
10.1038/nrurol.2013.126. 642
29. Centenera MM, Hickey TE, Jindal S, Ryan NK, Ravindranathan P, Mohammed H, et al. A 643
patient-derived explant (PDE) model of hormone-dependent cancer. Mol Oncol 2018 doi 644
10.1002/1878-0261.12354. 645
30. Meex RC, Hoy AJ, Mason RR, Martin SD, McGee SL, Bruce CR, et al. ATGL-mediated 646
triglyceride turnover and the regulation of mitochondrial capacity in skeletal muscle. Am J 647
Physiol Endocrinol Metab 2015:ajpendo 00598 2014 doi 10.1152/ajpendo.00598.2014. 648
31. Folch J, Lees M, Sloane Stanley GH. A simple method for the isolation and purification of 649
total lipides from animal tissues. J Biol Chem 1957;226(1):497-509. 650
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
25
32. Hoy AJ, Bruce CR, Turpin SM, Morris AJ, Febbraio MA, Watt MJ. Adipose triglyceride 651
lipase-null mice are resistant to high-fat diet-induced insulin resistance despite reduced 652
energy expenditure and ectopic lipid accumulation. Endocrinology 2011;152(1):48-58 doi 653
en.2010-0661 [pii] 10.1210/en.2010-0661. 654
33. Roslan N, Bieche I, Bright RK, Lidereau R, Chen Y, Byrne JA. TPD52 represents a survival 655
factor in ERBB2-amplified breast cancer cells. Mol Carcinog 2014;53(10):807-19 doi 656
10.1002/mc.22038. 657
34. Glatz JF, Luiken JJ. From fat to FAT (CD36/SR-B2): Understanding the regulation of 658
cellular fatty acid uptake. Biochimie 2017;136:21-6 doi 10.1016/j.biochi.2016.12.007. 659
35. Watt MJ, Hoy AJ, Muoio DM, Coleman RA. Distinct roles of specific fatty acids in cellular 660
processes: implications for interpreting and reporting experiments. Am J Physiol Endocrinol 661
Metab 2012;302(1):E1-3 doi 10.1152/ajpendo.00418.2011. 662
36. Meex RCR, Hoy AJ, Mason RM, Martin SD, McGee SL, Bruce CR, et al. ATGL-mediated 663
triglyceride turnover and the regulation of mitochondrial capacity in skeletal muscle. 664
American Journal of Physiology-Endocrinology and Metabolism 2015;308(11):E960-E70 665
doi 10.1152/ajpendo.00598.2014. 666
37. Zhang F, Du G. Dysregulated lipid metabolism in cancer. World J Biol Chem 667
2012;3(8):167-74 doi 10.4331/wjbc.v3.i8.167. 668
38. Zechner R. FAT FLUX: enzymes, regulators, and pathophysiology of intracellular lipolysis. 669
EMBO Mol Med 2015;7(4):359-62 doi 10.15252/emmm.201404846. 670
39. Balaban S, Lee LS, Schreuder M, Hoy AJ. Obesity and Cancer Progression: Is There a Role 671
of Fatty Acid Metabolism? Biomed Research International 2015 doi Artn 274585 672
10.1155/2015/274585. 673
40. Hardy S, Langelier Y, Prentki M. Oleate activates phosphatidylinositol 3-kinase and 674
promotes proliferation and reduces apoptosis of MDA-MB-231 breast cancer cells, whereas 675
palmitate has opposite effects. Cancer Res 2000;60(22):6353-8. 676
41. Kamili A, Roslan N, Frost S, Cantrill LC, Wang D, Della-Franca A, et al. TPD52 677
expression increases neutral lipid storage within cultured cells. J Cell Sci 678
2015;128(17):3223-38 doi 10.1242/jcs.167692. 679
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
26
42. Currie E, Schulze A, Zechner R, Walther TC, Farese RV, Jr. Cellular fatty acid metabolism 680
and cancer. Cell Metab 2013;18(2):153-61 doi 10.1016/j.cmet.2013.05.017. 681
43. Cases S, Smith SJ, Zheng YW, Myers HM, Lear SR, Sande E, et al. Identification of a gene 682
encoding an acyl CoA:diacylglycerol acyltransferase, a key enzyme in triacylglycerol 683
synthesis. Proc Natl Acad Sci U S A 1998;95(22):13018-23. 684
44. Cases S, Stone SJ, Zhou P, Yen E, Tow B, Lardizabal KD, et al. Cloning of DGAT2, a 685
second mammalian diacylglycerol acyltransferase, and related family members. J Biol Chem 686
2001;276(42):38870-6 doi 10.1074/jbc.M106219200. 687
45. Kitatani K, Idkowiak-Baldys J, Hannun YA. The sphingolipid salvage pathway in ceramide 688
metabolism and signaling. Cell Signal 2008;20(6):1010-8 doi 10.1016/j.cellsig.2007.12.006. 689
46. Tohyama J, Oya Y, Ezoe T, Vanier MT, Nakayasu H, Fujita N, et al. Ceramide 690
accumulation is associated with increased apoptotic cell death in cultured fibroblasts of 691
sphingolipid activator protein-deficient mouse but not in fibroblasts of patients with Farber 692
disease. J Inherit Metab Dis 1999;22(5):649-62. 693
47. Wu X, Daniels G, Lee P, Monaco ME. Lipid metabolism in prostate cancer. Am J Clin Exp 694
Urol 2014;2(2):111-20. 695
48. Santos CR, Schulze A. Lipid metabolism in cancer. FEBS J 2012;279(15):2610-23 doi 696
10.1111/j.1742-4658.2012.08644.x. 697
49. Thiam AR, Beller M. The why, when and how of lipid droplet diversity. J Cell Sci 698
2017;130(2):315-24 doi 10.1242/jcs.192021. 699
50. Le Lay S, Dugail I. Connecting lipid droplet biology and the metabolic syndrome. Prog 700
Lipid Res 2009;48(3-4):191-5 doi 10.1016/j.plipres.2009.03.001. 701
51. Chen G, Zhou G, Aras S, He Z, Lucas S, Podgorski I, et al. Loss of ABHD5 promotes the 702
aggressiveness of prostate cancer cells. Sci Rep 2017;7(1):13021 doi 10.1038/s41598-017-703
13398-w. 704
52. Boren J, Taskinen MR, Olofsson SO, Levin M. Ectopic lipid storage and insulin resistance: 705
a harmful relationship. Journal of internal medicine 2013;274(1):25-40 doi 706
10.1111/joim.12071. 707
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
27
53. Glatz JF, Luiken JJ, Bonen A. Membrane fatty acid transporters as regulators of lipid 708
metabolism: implications for metabolic disease. Physiological reviews 2010;90(1):367-417 709
doi 10.1152/physrev.00003.2009. 710
54. Pandian SS, Sneddon AA, Bestwick CS, McClinton S, Grant I, Wahle KW, et al. Fatty acid 711
regulation of protein kinase C isoforms in prostate cancer cells. Biochem Biophys Res 712
Commun 2001;283(4):806-12 doi 10.1006/bbrc.2001.4873. 713
55. Hagen RM, Rhodes A, Ladomery MR. Conjugated linoleate reduces prostate cancer 714
viability whereas the effects of oleate and stearate are cell line-dependent. Anticancer Res 715
2013;33(10):4395-400. 716
56. Pandalai PK, Pilat MJ, Yamazaki K, Naik H, Pienta KJ. The effects of omega-3 and omega-717
6 fatty acids on in vitro prostate cancer growth. Anticancer research 1996;16(2):815-20. 718
57. Shin S, Jing K, Jeong S, Kim N, Song KS, Heo JY, et al. The omega-3 polyunsaturated fatty 719
acid DHA induces simultaneous apoptosis and autophagy via mitochondrial ROS-mediated 720
Akt-mTOR signaling in prostate cancer cells expressing mutant p53. Biomed Res Int 721
2013;2013:568671 doi 10.1155/2013/568671. 722
58. Kizilsahin S, Nalbantsoy A, Yavasoglu NU. In vitro synergistic efficacy of conjugated 723
linoleic acid, oleic acid, safflower oil and taxol cytotoxicity on PC3 cells. Nat Prod Res 724
2015;29(4):378-82 doi 10.1080/14786419.2014.945172. 725
59. Hughes-Fulford M, Chen Y, Tjandrawinata RR. Fatty acid regulates gene expression and 726
growth of human prostate cancer PC-3 cells. Carcinogenesis 2001;22(5):701-7. 727
60. Motaung E, Prinsloo SE, van Aswegen CH, du Toit PJ, Becker PJ, du Plessis DJ. 728
Cytotoxicity of combined essential fatty acids on a human prostate cancer cell line. 729
Prostaglandins Leukot Essent Fatty Acids 1999;61(5):331-7 doi 10.1054/plef.1999.0107. 730
61. Bondia-Pons I, Molto-Puigmarti C, Castellote AI, Lopez-Sabater MC. Determination of 731
conjugated linoleic acid in human plasma by fast gas chromatography. J Chromatogr A 732
2007;1157(1-2):422-9 doi 10.1016/j.chroma.2007.05.020. 733
62. Quehenberger O, Armando AM, Brown AH, Milne SB, Myers DS, Merrill AH, et al. 734
Lipidomics reveals a remarkable diversity of lipids in human plasma. J Lipid Res 735
2010;51(11):3299-305 doi 10.1194/jlr.M009449. 736
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
28
63. RostamiRad A, Ebrahimi SSS, Sadeghi A, Taghikhani M, Meshkani R. Palmitate-induced 737
impairment of autophagy turnover leads to increased apoptosis and inflammation in 738
peripheral blood mononuclear cells. Immunobiology 2017 doi 10.1016/j.imbio.2017.10.041. 739
64. Leonardini A, D'Oria R, Incalza MA, Caccioppoli C, Andrulli Buccheri V, Cignarelli A, et 740
al. GLP-1 Receptor Activation Inhibits Palmitate-Induced Apoptosis via Ceramide in 741
Human Cardiac Progenitor Cells. J Clin Endocrinol Metab 2017;102(11):4136-47 doi 742
10.1210/jc.2017-00970. 743
65. Boslem E, MacIntosh G, Preston AM, Bartley C, Busch AK, Fuller M, et al. A lipidomic 744
screen of palmitate-treated MIN6 beta-cells links sphingolipid metabolites with endoplasmic 745
reticulum (ER) stress and impaired protein trafficking. Biochem J 2011;435(1):267-76 doi 746
10.1042/BJ20101867. 747
66. Luo F, Feng Y, Ma H, Liu C, Chen G, Wei X, et al. Neutral ceramidase activity inhibition is 748
involved in palmitate-induced apoptosis in INS-1 cells. Endocr J 2017;64(8):767-76 doi 749
10.1507/endocrj.EJ16-0512. 750
67. Kim DH, Cho YM, Lee KH, Jeong SW, Kwon OJ. Oleate protects macrophages from 751
palmitate-induced apoptosis through the downregulation of CD36 expression. Biochem 752
Biophys Res Commun 2017;488(3):477-82 doi 10.1016/j.bbrc.2017.05.066. 753
68. Penke M, Schuster S, Gorski T, Gebhardt R, Kiess W, Garten A. Oleate ameliorates 754
palmitate-induced reduction of NAMPT activity and NAD levels in primary human 755
hepatocytes and hepatocarcinoma cells. Lipids Health Dis 2017;16(1):191 doi 756
10.1186/s12944-017-0583-6. 757
69. Schlaepfer IR, Rider L, Rodrigues LU, Gijon MA, Pac CT, Romero L, et al. Lipid 758
catabolism via CPT1 as a therapeutic target for prostate cancer. Mol Cancer Ther 759
2014;13(10):2361-71 doi 10.1158/1535-7163.MCT-14-0183. 760
70. Kourtidis A, Srinivasaiah R, Carkner RD, Brosnan MJ, Conklin DS. Peroxisome 761
proliferator-activated receptor-gamma protects ERBB2-positive breast cancer cells from 762
palmitate toxicity. Breast Cancer Res 2009;11(2):R16 doi 10.1186/bcr2240. 763
71. Colvin BN, Longtine MS, Chen B, Costa ML, Nelson DM. Oleate attenuates palmitate-764
induced endoplasmic reticulum stress and apoptosis in placental trophoblasts. Reproduction 765
2017;153(4):369-80 doi 10.1530/REP-16-0576. 766
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
29
72. Sargsyan E, Artemenko K, Manukyan L, Bergquist J, Bergsten P. Oleate protects beta-cells 767
from the toxic effect of palmitate by activating pro-survival pathways of the ER stress 768
response. Biochim Biophys Acta 2016;1861(9 Pt A):1151-60 doi 769
10.1016/j.bbalip.2016.06.012. 770
73. Capel F, Cheraiti N, Acquaviva C, Henique C, Bertrand-Michel J, Vianey-Saban C, et al. 771
Oleate dose-dependently regulates palmitate metabolism and insulin signaling in C2C12 772
myotubes. Biochim Biophys Acta 2016;1861(12 Pt A):2000-10 doi 773
10.1016/j.bbalip.2016.10.002. 774
74. Kwon B, Querfurth HW. Palmitate activates mTOR/p70S6K through AMPK inhibition and 775
hypophosphorylation of raptor in skeletal muscle cells: Reversal by oleate is similar to 776
metformin. Biochimie 2015;118:141-50 doi 10.1016/j.biochi.2015.09.006. 777
75. Sommerweiss D, Gorski T, Richter S, Garten A, Kiess W. Oleate rescues INS-1E beta-cells 778
from palmitate-induced apoptosis by preventing activation of the unfolded protein response. 779
Biochem Biophys Res Commun 2013;441(4):770-6 doi 10.1016/j.bbrc.2013.10.130. 780
76. Kwon B, Lee HK, Querfurth HW. Oleate prevents palmitate-induced mitochondrial 781
dysfunction, insulin resistance and inflammatory signaling in neuronal cells. Biochim 782
Biophys Acta 2014;1843(7):1402-13 doi 10.1016/j.bbamcr.2014.04.004. 783
77. Przybytkowski E, Joly E, Nolan CJ, Hardy S, Francoeur AM, Langelier Y, et al. 784
Upregulation of cellular triacylglycerol - free fatty acid cycling by oleate is associated with 785
long-term serum-free survival of human breast cancer cells. Biochem Cell Biol 786
2007;85(3):301-10 doi 10.1139/o07-001. 787
78. Listenberger LL, Han X, Lewis SE, Cases S, Farese RV, Jr., Ory DS, et al. Triglyceride 788
accumulation protects against fatty acid-induced lipotoxicity. Proceedings of the National 789
Academy of Sciences of the United States of America 2003;100(6):3077-82 doi 790
10.1073/pnas.0630588100. 791
79. Mitra R, Le TT, Gorjala P, Goodman OB, Jr. Positive regulation of prostate cancer cell 792
growth by lipid droplet forming and processing enzymes DGAT1 and ABHD5. BMC 793
Cancer 2017;17(1):631 doi 10.1186/s12885-017-3589-6. 794
795
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
30
FIGURES 796
Figure 1: Prostate cancer cells, spheroids and patient-derived tumor explants take up and 797
store FA as TAG. Patient-derived tumor explant (A) neutral lipid levels by oil red-O staining, (B) 798
representative image and (C) intensity of ATGL immunostaining following 72 h incubation in 799
media containing 500 µM oleate, where 0 = no staining, 1 = 1+ (moderate) immunostaining, and 2 800
= 2+ (high) immunostaining, and (D) 3H-oleate uptake. Scale bars = 100 µm (A) and 200 µm (B). 801
Oil red-O staining is representative of n=5 patient-derived explants, and ATGL IHC is 802
representative of n=5 patient-derived explants that contained cancer. ATGL IHC quantification is 803
paired for multiple explants, P determined by Paired Student’s t-test. 3H-oleate uptake data is paired 804
for multiple explants from 3 individuals (Patient 1 (empty circles), Patient 2 (grey circles), and 805
Patient 3 (filled circles). * P ≤ 0.05 main effect for time; # P ≤ 0.05 main effect for insulin by two-806
way ANOVA. LNCaP spheroid (E) neutral lipid levels by oil red-O staining and (F) TAG content 807
following 72 h incubation in oleate. C4-2B spheroid (G) neutral lipid levels by oil red-O staining 808
and (H) Triacylglycerol (TAG) content following 72 h incubation in 0.5 mM oleate. Scale bars = 809
200 µm. Oil red-O staining is representative of n=18 spheroids. TAG data is presented as single 810
measure of n=18 spheroids combined. TAG content of (I) PNT1, (J) LNCaP, (K) C4-2B, (L) 811
22Rv1, and (M) PC-3 cells following overnight incubation in either oleate alone or 1:2:1 mixture of 812
palmitate:oleate:linoleate (FA Mix; three (PNT1, 22Rv1, LNCaP) or five (C4-2B, PC-3) 813
independent experiments performed in triplicate). Data are presented as mean ± SEM. * P ≤ 0.05 814
for main effect for [FA]; # P ≤ 0.05 vs. Oleate at same [FA] by two-way ANOVA followed by 815
Tukey’s Multiple Comparisons test. 816
Figure 2 Comparison of substrate metabolism in a range of prostate cancer cells. 14
C-oleate 817
(A) uptake, (B) oxidation, and (C) incorporation into TAG in PNT1, LNCaP, C4-2B, 22Rv1, and 818
PC-3 cells (three independent experiments performed in duplicate). (D-H) Absolute rates of 14
C-819
labeled substrate incorporation into intracellular lipids (lipid synthesis) and total uptake (sum of 820
media 14
CO2, 14
C activity in both the aqueous and organic phases of a Folch extraction) of various 821
substrates in (D) PNT-1, (E) LNCaP, (F) C4-2B, (G) 22Rv1, and (H) PC-3 cells and (I) percent 822
contribution of substrates to lipid synthesis in all cell lines in the basal state (three independent 823
experiments performed in duplicate). Total lipid synthesis was defined as the sum of the grey bars 824
in panels D-H. Oxidation of TAG-derived 14
C-oleate in (J) C4-2B and (K) PC-3 cells following 825
overnight incubation in either low (20 or 80 µM oleate respectively) or high (150 or 300 µM oleate 826
respectively) (three independent experiments performed in triplicate). Data are presented as mean ± 827
SEM. A-C * P ≤ 0.05 vs. PNT1 by One-way ANOVA followed by Dunnett's multiple comparisons 828
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
31
test, D-H * P ≤ 0.05 vs. Oleate by Two-way ANOVA followed by Tukey’s Multiple Comparisons 829
test. J, K * P ≤ 0.05 vs. 20 or 80 µM respectively by Student’s t-test. 830
Figure 3 PC-3 cells are sensitive to palmitate-induced apoptosis but C4-2B cells are not, and 831
lipid-loading protects PC-3 cells from palmitate-induced apoptosis. (A) MTT assays and (B) 832
cell number of PC-3 cells incubated in FCS-containing media supplemented with 250 μM palmitate 833
for 4 days with or without prior overnight incubation with oleate or 1:2:1 mixture of 834
palmitate:oleate:linoleate (FA Mix). MTT results are presented as percentages of MTT absorbance 835
at indicated time points relative to that at day 0 for each group. The dashed line represents the 836
number of cells present at day 0 (MTT: five independent experiments performed in quadruplicate; 837
Cell count: three independent experiments performed in duplicate). (C) Representative 838
immunoblots of cPARP and ATF4 levels of PC-3 cells incubated in FCS-containing media 839
supplemented with 250 μM palmitate for 1 day with or without prior overnight incubation with 840
oleate (representative of three independent experiments performed in triplicate). (D) MTT assays 841
and (E) cell number of C4-2B cells incubated in FCS-containing media supplemented with 250 μM 842
palmitate for 4 days with or without prior overnight incubation with oleate. MTT results are 843
presented as percentages of MTT absorbance at indicated time points relative to that at day 0 for 844
each group. The dashed line represents the number of cells present at day 0 (MTT: three 845
independent experiments performed in quadruplicate; Cell count: three independent experiments 846
performed in duplicate). Data are presented as mean ± SEM. * P ≤ 0.05 vs. Palmitate; # P ≤ 0.05 vs. 847
Control by Two-way ANOVA (A & D) or One-way ANOVA (B & E) followed by Tukey’s 848
Multiple Comparisons test. 849
Figure 4: PC-3 and C4-2B cells metabolize palmitate differently and this is selectively altered 850
by pre-treatment with oleate. 14
C-palmitate (A) uptake and (B) oxidation in C4-2B and PC-3 cells 851
with or without prior overnight incubation with 150 µM oleate. (C) Representative immunoblots 852
and densitometric quantitation of CPT1A in C4-2B and PC-3 cells with or without prior overnight 853
incubation with oleate. (D) 14
C-palmitate incorporation into triacylglycerol (TAG) in C4-2B and 854
PC-3 cells with or without prior overnight incubation with oleate. (E) Representative immunoblots 855
of DGAT1, DGAT2 and ATGL, and densitometric quantitation of ATGL in C4-2B and PC-3 cells 856
with or without prior overnight incubation with oleate. (F) Intracellular partitioning of 14
C-palmitate 857
as expressed as the ratio of 14
C-palmitate incorporation into triacylglycerol (storage) vs. 14
C-858
palmitate oxidation in C4-2B and PC-3 cells with or without prior overnight incubation with oleate. 859
14C-palmitate incorporation into (G) ceramide and (H) phospholipid in C4-2B and PC-3 cells with 860
or without prior overnight incubation with oleate. Data are presented as mean ± SEM of three 861
independent experiments performed in triplicate. † P ≤ 0.05 main effect for cells; * P ≤ 0.05 vs. - 862
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
32
Oleate; # P ≤ 0.05 vs. C4-2B cells - Oleate by Two-way ANOVA followed by Tukey’s Multiple 863
Comparisons test. 864
Figure 5: Inhibition of fatty acid oxidation in C4-2B cells results in sensitization to palmitate-865
induced apoptosis. (A) 14
C-palmitate oxidation in C4-2B cells that were treated with or without 866
100 µM Etomoxir (Eto) (three independent experiments performed in triplicate). (B) MTT assays 867
and (C) cell number of C4-2B cells incubated in FCS-containing media supplemented with 250 μM 868
palmitate (Palm), Etomoxir (Eto) or a combination for 4 days. MTT results are presented as 869
percentages of MTT absorbance at indicated time points relative to that at day 0 for each group. The 870
dashed line represents the number of cells present at day 0 (MTT: four independent experiments 871
performed in quadruplicate; Cell count: three independent experiments performed in duplicate). (D) 872
Representative immunoblots of cPARP levels of C4-2B cells incubated in FCS-containing media 873
supplemented with 250 μM palmitate, Etomoxir or a combination for 1 days (representative of three 874
independent experiments performed in triplicate). (E) Representative immunoblots of CPT1A of 875
C4-2B cells treated with Control or CPT1A siRNA for 2 days (representative of three independent 876
experiments performed in triplicate). (F) 14
C-palmitate oxidation in C4-2B cells treated with or 877
without CPT1A siRNA for 4 days (three independent experiments performed in triplicate). (G) 878
MTT assays and (H) cell number of C4-2B cells treated with Control or CPT1A siRNA for 2 days 879
then incubated in FCS-containing media with or without supplementation with 250 μM palmitate 880
for 4 days. MTT results are presented as percentages of MTT absorbance at indicated time points 881
relative to that at day 0 for each group. The dashed line represents the number of cells present at day 882
0 (MTT: four independent experiments performed in quadruplicate; Cell count: three independent 883
experiments performed in duplicate). Data are presented as mean ± SEM. (A) * P ≤ 0.05 vs. Control 884
by Unpaired Student’s t-test. (B, C) * P ≤ 0.05 vs. palmitate; # P ≤ 0.05 vs. etomoxir by two-way 885
ANOVA followed by Tukey’s Multiple Comparisons test. (F) * P ≤ 0.05 vs. Control by Unpaired 886
Student’s t-test. (G, H) * P ≤ 0.05 vs. palmitate; # P ≤ 0.05 vs. CPT1A KD by two-way ANOVA 887
followed by Tukey’s Multiple Comparisons test. 888
Figure 6: Inhibition of TAG synthesis in PC-3 cells blunts the protective effects of prior oleate 889
treatment to palmitate-induced apoptosis. (A) PC-3 cell triacylglycerol (TAG) levels in cells 890
treated with 150 µM oleate (Ol) with or without 60 nM DGAT inhibitor AZD3988 (iDGAT) for 24 891
h (three independent experiments performed in duplicate). (B) 14
C-oleate incorporation into TAG in 892
PC-3 cells that were treated with or without DGAT inhibitor (three independent experiments 893
performed in duplicate). (C) MTT assays of PC-3 cells incubated in FCS-containing media 894
supplemented with 250 μM palmitate (Palm) for 4 days following prior incubation with 150 µM 895
oleate (Ol) with or without 60 nM DGAT inhibitor AZD3988 (iDGAT). MTT results are presented 896
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
33
as percentages of MTT absorbance at indicated time points relative to that at day 0 for each group 897
(three independent experiments performed in quadruplicate). (D) Representative immunoblots of 898
cPARP of PC-3 cells incubated in FCS-containing media supplemented with 250 μM palmitate for 899
1 day following prior incubation with oleate with or without DGAT inhibitor (three independent 900
experiments performed in triplicate). (E) Protein levels in PC-3 cells incubated in FCS-containing 901
media supplemented with 250 μM palmitate for 4 days following prior incubation with 150 µM 902
oleate with or without DGAT inhibitor (three independent experiments performed in triplicate). 903
Data are presented as mean ± SEM. (A) * P ≤ 0.05 vs. Control; # P ≤ 0.05 vs. Oleate by One-way 904
ANOVA followed by Tukey’s Multiple Comparisons test. (B) # P ≤ 0.05 vs. Oleate by Student’s t-905
test. (C) * P ≤ 0.05 vs. Palmitate; # P ≤ 0.05 vs. Control, $ P ≤ 0.05 vs. Palm + Oleate by Two-way 906
ANOVA followed by Tukey’s Multiple Comparisons test. (E) * P ≤ 0.05 vs. Palmitate; # P ≤ 0.05 907
vs. Control, $ P ≤ 0.05 vs. Palm + Oleate by One-way ANOVA followed by Tukey’s Multiple 908
Comparisons test. 909
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
PNT1
LNCaP
C4-
2B
22Rv1
PC-3
0.0
0.5
1.0
1.5
Ole
ate
Ox
ida
tio
n(p
mo
l/m
in/m
g)
*
*
*
*
20 150 0
2
4
6
[Oleate] (µ M)
C4
-2B
TA
G-d
eri
ve
dF
Ao
xid
ati
on
(pm
ol/m
g/m
in)
*
80 3000
5
10
15
[Oleate] (µ M)
PC
-3T
AG
-deri
ve
dF
Ao
xid
ati
on
(pm
ol/m
g/m
in)
*
PNT1
LNCaP
C4-
2B
22Rv1
PC-3
0
50
100
Ole
ate
Up
tak
e(p
mo
l/m
in/m
g)
*
*
*
PNT1
LNCaP
C4-
2B
22Rv1
PC-3
0
10
20
30
40
Ole
ate
TA
GS
yn
the
sis
(pm
ol/m
in/m
g)
*
*
*
Ole
ate
Glu
cose
Glu
tam
ine
0
30
60
100
350
600
850
C4-2
B(p
mo
l/m
in/m
g)
*
*
*
*
Ole
ate
Glu
cose
Glu
tam
ine
0
30
60
1000
2000
3000
PC
-3(p
mo
l/m
in/m
g)
*
*
*
*
PNT1
LNCaP
C4-
2B
22Rv1
PC-3
0
20
40
60
80
100
Lip
idS
yn
the
sis
(%)
Glutamine
OleateGlucose
Ole
ate
Glu
cose
Glu
tam
ine
0
30
60
100
350
600
850
PN
T-1
(pm
ol/m
in/m
g)
*
*
*
*
Lipid SynthesisTotal Uptake
Ole
ate
Glu
cose
Glu
tam
ine
0
30
60
100
350
600
850
LN
CaP
(pm
ol/m
in/m
g)
*
*
*
*
Ole
ate
Glu
cose
Glu
tam
ine
0
30
60
100
350
600
850
22
Rv
1(p
mo
l/m
in/m
g)
*
*
*
*
A B C D
E F G H
I J K
Figure 2
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
A B C
D E
Oleate [mM]
FA Mix [mM]
Palmitate
-
-
- 75 150
75 150
- -
- - -
+- + + + +
PARP
cPARP
ATF4
GAPDH
Figure 3
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
A B C D
E F G HC4-2B PC-3
Oleate
DGAT1
DGAT2
14-3-3
- + - +
14-3-3
ATGL
C4-2B PC-3
Oleate
CPT1A
14-3-3
- + - +
Figure 4
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
A B C D
E F G H
- - + +
+- + -
Etomoxir
Palmitate
PARP
cPARP
GAPDH
- - + +CPT1A KD
CPT1A
GAPDH
Figure 5
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
A B CCC
D E
iDGAT
Oleate
Palmitate
PARP
cPARP
GAPDH
-
-
- - +
- + +
+- + +
Figure 6
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347
Published OnlineFirst January 15, 2019.Mol Cancer Res Seher Balaban, Zeyad D Nassar, Alison Y. Zhang, et al. Synthesis in Prostate CancerExtracellular Fatty Acids are the Major Contributor to Lipid
Updated version
10.1158/1541-7786.MCR-18-0347doi:
Access the most recent version of this article at:
Material
Supplementary
http://mcr.aacrjournals.org/content/suppl/2019/01/15/1541-7786.MCR-18-0347.DC1
Access the most recent supplemental material at:
Manuscript
Authorbeen edited. Author manuscripts have been peer reviewed and accepted for publication but have not yet
E-mail alerts related to this article or journal.Sign up to receive free email-alerts
Subscriptions
Reprints and
To order reprints of this article or to subscribe to the journal, contact the AACR Publications
Permissions
Rightslink site. Click on "Request Permissions" which will take you to the Copyright Clearance Center's (CCC)
.http://mcr.aacrjournals.org/content/early/2019/01/15/1541-7786.MCR-18-0347To request permission to re-use all or part of this article, use this link
on October 10, 2020. © 2019 American Association for Cancer Research.mcr.aacrjournals.org Downloaded from
Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2019; DOI: 10.1158/1541-7786.MCR-18-0347