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1.
Br J Cancer ; 119(9): 1118-1128, 2018 10.
Article in English | MEDLINE | ID: mdl-30377337

ABSTRACT

BACKGROUND: AKT is commonly overexpressed in tumours and plays an important role in the metabolic reprogramming of cancer. We have used magnetic resonance spectroscopy (MRS) to assess whether inhibition of AKT signalling would result in metabolic changes that could potentially be used as biomarkers to monitor response to AKT inhibition. METHODS: Cellular and metabolic effects of the allosteric AKT inhibitor MK-2206 were investigated in HT29 colon and PC3 prostate cancer cells and xenografts using flow cytometry, immunoblotting, immunohistology and MRS. RESULTS: In vitro treatment with MK-2206 inhibited AKT signalling and resulted in time-dependent alterations in glucose, glutamine and phospholipid metabolism. In vivo, MK-2206 resulted in inhibition of AKT signalling and tumour growth compared with vehicle-treated controls. In vivo MRS analysis of HT29 subcutaneous xenografts showed similar metabolic changes to those seen in vitro including decreases in the tCho/water ratio, tumour bioenergetic metabolites and changes in glutamine and glutathione metabolism. Similar phosphocholine changes compared to in vitro were confirmed in the clinically relevant orthotopic PC3 model. CONCLUSION: This MRS study suggests that choline metabolites detected in response to AKT inhibition are time and microenvironment-dependent, and may have potential as non-invasive biomarkers for monitoring response to AKT inhibitors in selected cancer types.


Subject(s)
Antineoplastic Agents/pharmacology , Biomarkers, Tumor/metabolism , Colorectal Neoplasms/pathology , Enzyme Inhibitors/pharmacology , Heterocyclic Compounds, 3-Ring/pharmacology , Prostatic Neoplasms/pathology , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Animals , Cell Line, Tumor , Heterografts , Humans , Magnetic Resonance Spectroscopy/methods , Male
2.
PLoS One ; 12(7): e0180263, 2017.
Article in English | MEDLINE | ID: mdl-28704425

ABSTRACT

Recent experimental data showed that the PI3K pathway contributes to resistance to temozolomide (TMZ) in paediatric glioblastoma and that this effect is reversed by combination treatment of TMZ with a PI3K inhibitor. Our aim is to assess whether this combination results in metabolic changes that are detectable by nuclear magnetic resonance (NMR) spectroscopy, potentially providing metabolic biomarkers for PI3K inhibition and TMZ combination treatment. Using two genetically distinct paediatric glioblastoma cell lines, SF188 and KNS42, in vitro 1H-NMR analysis following treatment with the dual pan-Class I PI3K/mTOR inhibitor PI-103 resulted in a decrease in lactate and phosphocholine (PC) levels (P<0.02) relative to control. In contrast, treatment with TMZ caused an increase in glycerolphosphocholine (GPC) levels (P≤0.05). Combination of PI-103 with TMZ showed metabolic effects of both agents including a decrease in the levels of lactate and PC (P<0.02) while an increase in GPC (P<0.05). We also report a decrease in the protein expression levels of HK2, LDHA and CHKA providing likely mechanisms for the depletion of lactate and PC, respectively. Our results show that our in vitro NMR-detected changes in lactate and choline metabolites may have potential as non-invasive biomarkers for monitoring response to combination of PI3K/mTOR inhibitors with TMZ during clinical trials in children with glioblastoma, subject to further in vivo validation.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Biomarkers, Tumor/metabolism , Brain Neoplasms/drug therapy , Dacarbazine/analogs & derivatives , Furans/administration & dosage , Glioblastoma/drug therapy , Pyridines/administration & dosage , Pyrimidines/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Child , Dacarbazine/administration & dosage , Dacarbazine/metabolism , Dacarbazine/pharmacology , Furans/therapeutic use , Humans , Lactic Acid/metabolism , Phosphorylcholine/metabolism , Proton Magnetic Resonance Spectroscopy/methods , Pyridines/therapeutic use , Pyrimidines/therapeutic use , Temozolomide , Treatment Outcome
3.
PLoS One ; 9(8): e103835, 2014.
Article in English | MEDLINE | ID: mdl-25084455

ABSTRACT

The phosphoinositide 3-kinase (PI3K) pathway is believed to be of key importance in pediatric glioblastoma. Novel inhibitors of the PI3K pathway are being developed and are entering clinical trials. Our aim is to identify potential non-invasive biomarkers of PI3K signaling pathway inhibition in pediatric glioblastoma using in vitro nuclear magnetic resonance (NMR) spectroscopy, to aid identification of target inhibition and therapeutic response in early phase clinical trials of PI3K inhibitors in childhood cancer. Treatment of SF188 and KNS42 human pediatric glioblastoma cell lines with the dual pan-Class I PI3K/mTOR inhibitor PI-103, inhibited the PI3K signaling pathway and resulted in a decrease in phosphocholine (PC), total choline (tCho) and lactate levels (p<0.02) as detected by phosphorus (31P)- and proton (1H)-NMR. Similar changes were also detected using the pan-Class I PI3K inhibitor GDC-0941 which lacks significant mTOR activity and is entering Phase II clinical trials. In contrast, the DNA damaging agent temozolomide (TMZ), which is used as current frontline therapy in the treatment of glioblastoma postoperatively (in combination with radiotherapy), increased PC, glycerophosphocholine (GPC) and tCho levels (p<0.04). PI-103-induced NMR changes were associated with alterations in protein expression levels of regulatory enzymes involved in glucose and choline metabolism including GLUT1, HK2, LDHA and CHKA. Our results show that by using NMR we can detect distinct biomarkers following PI3K pathway inhibition compared to treatment with the DNA-damaging anti-cancer agent TMZ. This is the first study reporting that lactate and choline metabolites are potential non-invasive biomarkers for monitoring response to PI3K pathway inhibitors in pediatric glioblastoma.


Subject(s)
Choline/metabolism , Glioblastoma/enzymology , Glioblastoma/metabolism , Lactic Acid/metabolism , Magnetic Resonance Spectroscopy/methods , Phosphatidylinositol 3-Kinases/metabolism , Cell Line, Tumor , Flow Cytometry , Humans , Immunoblotting
4.
Cancer Res ; 72(4): 990-1000, 2012 Feb 15.
Article in English | MEDLINE | ID: mdl-22194463

ABSTRACT

Histone deacetylase (HDAC) inhibitors are currently approved for cutaneous T-cell lymphoma and are in mid-late stage trials for other cancers. The HDAC inhibitors LAQ824 and SAHA increase phosphocholine (PC) levels in human colon cancer cells and tumor xenografts as observed by magnetic resonance spectroscopy (MRS). In this study, we show that belinostat, an HDAC inhibitor with an alternative chemical scaffold, also caused a rise in cellular PC content that was detectable by (1)H and (31)P MRS in prostate and colon carcinoma cells. In addition, (1)H MRS showed an increase in branched chain amino acid and alanine concentrations. (13)C-choline labeling indicated that the rise in PC resulted from increased de novo synthesis and correlated with an induction of choline kinase α expression. Furthermore, metabolic labeling experiments with (13)C-glucose showed that differential glucose routing favored alanine formation at the expense of lactate production. Additional analysis revealed increases in the choline/water and phosphomonoester (including PC)/total phosphate ratios in vivo. Together, our findings provide mechanistic insights into the impact of HDAC inhibition on cancer cell metabolism and highlight PC as a candidate noninvasive imaging biomarker for monitoring the action of HDAC inhibitors.


Subject(s)
Biomarkers, Tumor/analysis , Choline Kinase/metabolism , Colonic Neoplasms/metabolism , Histone Deacetylase Inhibitors/pharmacology , Hydroxamic Acids/pharmacology , Phosphorylcholine/analysis , Phosphorylcholine/metabolism , Prostatic Neoplasms/metabolism , Animals , Cell Line, Tumor , Drug Evaluation, Preclinical , Humans , Magnetic Resonance Spectroscopy/methods , Male , Mice , Mice, Nude , Sulfonamides , Xenograft Model Antitumor Assays
5.
Oncotarget ; 1(3): 185-97, 2010 Jul.
Article in English | MEDLINE | ID: mdl-21037799

ABSTRACT

Molecular chaperone heat shock protein 90 (Hsp90) inhibitors are promising targeted cancer therapeutic drugs, with the advantage that they deplete multiple oncogenic client proteins and modulate all the classical hallmarks of cancer. They are now in clinical trial and show potential for activity in melanoma and other malignancies. Here we explore the metabolic response to Hsp90 inhibition in human melanoma cells using magnetic resonance spectroscopy. We show that, concomitant with growth inhibition and re-differentiation, Hsp90 inhibition in human melanoma cells is associated with increased glycerophosphocholine content. This was seen with both the clinical geldanamycin-based Hsp90 drug 17-AAG and the structurally dissimilar Hsp90 inhibitor CCT018159. The effect was noted in both BRAF mutant SKMEL28 and BRAF wildtype CHL-1 melanoma cells. Elevated content of the -CH2+CH3 fatty acyl chains and cytoplasmic mobile lipid droplets was also observed in 17-AAG-treated SKMEL28 cells. Importantly, the phospholipase A2 inhibitor bromoenol lactone prevented the rise in glycerophosphocholine seen with 17-AAG, suggesting a role for phospholipase A2 activation in the Hsp90 inhibitor-induced metabolic response. Our findings provide a basis for using metabolic changes as non-invasive indicators of Hsp90 inhibition and potentially as biomarkers of anticancer activity with Hsp90 drugs in malignant melanoma and possibly in other cancers.


Subject(s)
Antineoplastic Agents/pharmacology , Benzoquinones/pharmacology , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Lactams, Macrocyclic/pharmacology , Melanoma/drug therapy , Melanoma/metabolism , Skin Neoplasms/drug therapy , Skin Neoplasms/metabolism , Antineoplastic Agents/therapeutic use , Benzoquinones/chemistry , Benzoquinones/therapeutic use , Biomarkers, Pharmacological , Glycerylphosphorylcholine/metabolism , Heterocyclic Compounds, 2-Ring/chemistry , Heterocyclic Compounds, 2-Ring/pharmacology , Humans , Lactams, Macrocyclic/chemistry , Lactams, Macrocyclic/therapeutic use , Lipid Metabolism/drug effects , Magnetic Resonance Spectroscopy , Melanoma/pathology , Mutation/genetics , Naphthalenes/pharmacology , Phospholipase A2 Inhibitors , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/metabolism , Pyrazoles/chemistry , Pyrazoles/pharmacology , Pyrones/pharmacology , Skin Neoplasms/pathology
6.
Cancer Res ; 70(13): 5507-17, 2010 Jul 01.
Article in English | MEDLINE | ID: mdl-20551061

ABSTRACT

The phosphoinositide 3-kinase (PI3K) pathway is a major target for cancer drug development. PI-103 is an isoform-selective class I PI3K and mammalian target of rapamycin inhibitor. The aims of this work were as follows: first, to use magnetic resonance spectroscopy (MRS) to identify and develop a robust pharmacodynamic (PD) biomarker for target inhibition and potentially tumor response following PI3K inhibition; second, to evaluate mechanisms underlying the MRS-detected changes. Treatment of human PTEN null PC3 prostate and PIK3CA mutant HCT116 colon carcinoma cells with PI-103 resulted in a concentration- and time-dependent decrease in phosphocholine (PC) and total choline (tCho) levels (P < 0.05) detected by phosphorus ((31)P)- and proton ((1)H)-MRS. In contrast, the cytotoxic microtubule inhibitor docetaxel increased glycerophosphocholine and tCho levels in PC3 cells. PI-103-induced MRS changes were associated with alterations in the protein expression levels of regulatory enzymes involved in lipid metabolism, including choline kinase alpha (ChoK(alpha)), fatty acid synthase (FAS), and phosphorylated ATP-citrate lyase (pACL). However, a strong correlation (r(2) = 0.9, P = 0.009) was found only between PC concentrations and ChoK(alpha) expression but not with FAS or pACL. This study identified inhibition of ChoK(alpha) as a major cause of the observed change in PC levels following PI-103 treatment. We also showed the capacity of (1)H-MRS, a clinically well-established technique with higher sensitivity and wider applicability compared with (31)P-MRS, to assess response to PI-103. Our results show that monitoring the effects of PI3K inhibitors by MRS may provide a noninvasive PD biomarker for PI3K inhibition and potentially of tumor response during early-stage clinical trials with PI3K inhibitors.


Subject(s)
Choline Kinase/metabolism , Choline/metabolism , Furans/pharmacology , Phosphoinositide-3 Kinase Inhibitors , Phosphorylcholine/metabolism , Pyridines/pharmacology , Pyrimidines/pharmacology , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Cell Line, Tumor , Choline Kinase/biosynthesis , Choline Kinase/genetics , Down-Regulation/drug effects , HCT116 Cells , Humans , Magnetic Resonance Spectroscopy , Male , Membrane Proteins/deficiency , PTEN Phosphohydrolase/deficiency , Phosphatidylinositol 3-Kinases/metabolism , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism
7.
Mol Cancer Ther ; 8(5): 1305-11, 2009 May.
Article in English | MEDLINE | ID: mdl-19417158

ABSTRACT

Phosphoinositide-specific phospholipase Cγ1 (PLCγ1) is activated downstream of many receptor tyrosine kinases to promote cell motility. Inhibition of this protein is being explored as a therapeutic strategy for blocking cancer cell invasion and metastasis. The clinical development of such cytostatic therapies requires the implementation of pharmacodynamic biomarkers of target modulation. In this study, we use magnetic resonance spectroscopy to explore metabolic biomarkers of PLCγ1 down-regulation in PC3LN3 prostate cancer cells. We show that inhibition of PLCγ1 via an inducible short hairpin RNA system causes a reduction in phosphocholine levels by up to 50% relative to the control as detected by (1)H and (31)P magnetic resonance spectroscopy analyses. This correlated with a rounded-up morphology and reduced cell migration. Interestingly, the fall in phosphocholine levels was not recorded in cells with constitutive PLCγ1 knockdown where the rounded-up phenotype was no longer apparent. This study reveals alterations in metabolism that accompany the cellular effects of PLCγ1 knockdown and highlights phosphocholine as a potential pharmacodynamic biomarker for monitoring the action of inhibitors targeting PLCγ1 signaling.


Subject(s)
Biomarkers, Tumor , Gene Expression Regulation, Neoplastic , Phospholipase C gamma/metabolism , Phosphorylcholine/metabolism , Prostatic Neoplasms/metabolism , Animals , Cell Line , Cell Movement/genetics , Down-Regulation , Gene Knockdown Techniques , Humans , Male , Mice , Phospholipase C gamma/genetics , Prostatic Neoplasms/pathology , RNA Interference
8.
Neoplasia ; 10(4): 303-13, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18392140

ABSTRACT

The aim of this work was to use phosphorus magnetic resonance spectroscopy ((31)P MRS) to investigate the pharmacodynamic effects of LAQ824, a histone deacetylase (HDAC) inhibitor. Human HT29 colon carcinoma cells were examined by (31)P MRS after treatment with LAQ824 and another HDAC inhibitor, suberoylanilide hydroxamic acid. HT29 xenografts and tumor extracts were also examined using (31)P MRS, pre- and post-LAQ824 treatment. Histone H3 acetylation was determined using Western blot analysis, and tumor microvessel density by immunohistochemical staining of CD31. Phosphocholine showed a significant increase in HT29 cells after treatment with LAQ824 and suberoylanilide hydroxamic acid. In vivo, the ratio of phosphomonoester/total phosphorus (TotP) signal was significantly increased in LAQ824-treated HT29 xenografts, and this ratio was inversely correlated with changes in tumor volume. Statistically significant decreases in intracellular pH, beta-nucleoside triphosphate (beta-NTP)/TotP, and beta-NTP/inorganic phosphate (Pi) and an increase in Pi/TotP were also seen in LAQ824-treated tumors. Tumor extracts showed many significant metabolic changes after LAQ824 treatment, in parallel with increased histone acetylation and decreased microvessel density. Treatment with LAQ824 resulted in altered phospholipid metabolism and compromised tumor bioenergetics. The phosphocholine and phosphomonoester increases may have the potential to act as pharmacodynamic markers for noninvasively monitoring tumor response after treatment with LAQ824 or other HDAC inhibitors.


Subject(s)
Biomarkers, Tumor/metabolism , Colonic Neoplasms/drug therapy , Histone Deacetylase Inhibitors , Hydroxamic Acids/therapeutic use , Nuclear Magnetic Resonance, Biomolecular/methods , Acetylation , Animals , Blotting, Western , Cell Cycle/drug effects , Cell Proliferation/drug effects , Colonic Neoplasms/enzymology , Colonic Neoplasms/pathology , Disease Models, Animal , Enzyme Inhibitors/pharmacology , HT29 Cells , Histones/metabolism , Humans , Immunoenzyme Techniques , Male , Mice , Mice, Nude , Phosphorus Isotopes , Phosphorylcholine/metabolism , Tumor Cells, Cultured , Vorinostat , Xenograft Model Antitumor Assays
9.
Mol Cancer Ther ; 5(1): 187-96, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16432178

ABSTRACT

Phosphoinositide 3-kinase (PI3K) is an attractive target for novel mechanism-based anticancer treatment. We used magnetic resonance (MR) spectroscopy (MRS) to detect biomarkers of PI3K signaling inhibition in human breast cancer cells. MDA-MB-231, MCF-7, and Hs578T cells were treated with the prototype PI3K inhibitor LY294002, and the (31)P MR spectra of cell extracts were monitored. In every case, LY294002 treatment was associated with a significant decrease in phosphocholine levels by up to 2-fold (P < 0.05). In addition, a significant increase in glycerophosphocholine levels by up to 5-fold was also observed (P

Subject(s)
Breast Neoplasms/metabolism , Enzyme Inhibitors/pharmacology , Magnetic Resonance Spectroscopy/methods , Phosphoinositide-3 Kinase Inhibitors , Androstadienes/pharmacology , Cell Extracts , Chromones/pharmacology , Female , Glycerylphosphorylcholine/analysis , Glycerylphosphorylcholine/metabolism , Humans , Morpholines/pharmacology , Phosphatidylethanolamines/analysis , Phosphatidylethanolamines/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Phosphorylcholine/metabolism , Signal Transduction , Tumor Cells, Cultured , Wortmannin
10.
Cancer Res ; 65(8): 3356-63, 2005 Apr 15.
Article in English | MEDLINE | ID: mdl-15833869

ABSTRACT

Several mitogen-activated protein kinase (MAPK) signaling inhibitors are currently undergoing clinical trial as part of novel mechanism-based anticancer treatment strategies. This study was aimed at detecting biomarkers of MAPK signaling inhibition in human breast and colon carcinoma cells using magnetic resonance spectroscopy. We investigated the effect of the prototype MAPK kinase inhibitor U0126 on the (31)P-MR spectra of MDA-MB-231, MCF-7 and Hs578T breast, and HCT116 colon carcinoma cells. Treatment of MDA-MB-231 cells with 50 micromol/L U0126 for 2, 4, 8, 16, 24, 32, and 40 hours caused inhibition of extracellular signal-regulated kinases (ERK1/2) phosphorylation from 2 hours onwards. (31)P-MR spectra of extracted cells indicated that this was associated with a significant drop in phosphocholine levels to 78 +/- 8% at 8 hours, 74 +/- 8% at 16 hours, 66 +/- 7% at 24 hours, 71 +/- 10% at 32 hours, and 65 +/- 10% at 40 hours post-treatment. In contrast, the lower concentration of 10 micromol/L U0126 for 40 hours had no significant effect on either P-ERK1/ 2 or phosphocholine levels in MDA-MB-231 cells. Depletion of P-ERK1/2 in MCF-7 and Hs578T cells with 50 micromol/L U0126 also produced a drop in phosphocholine levels to 51 +/- 17% at 40 hours and 23 +/- 12% at 48 hours, respectively. Similarly, in HCT116 cells, inhibition with 30 micromol/L U0126 caused depletion of P-ERK1/2 and a decrease in phosphocholine levels to 80 +/- 9% at 16 hours and 61 +/- 4% at 24 hours post-treatment. The reduction in phosphocholine in MDA-MB-231 and HCT116 cells correlated positively with the drop in P-ERK1/2 levels. Our results show that MAPK signaling inhibition with U0126 is associated with a time-dependent decrease in cellular phosphocholine levels. Thus, phosphocholine has potential as a noninvasive pharmacodynamic marker for monitoring MAPK signaling blockade.


Subject(s)
Breast Neoplasms/enzymology , Butadienes/pharmacology , Colorectal Neoplasms/enzymology , Enzyme Inhibitors/pharmacology , MAP Kinase Signaling System/drug effects , Mitogen-Activated Protein Kinases/antagonists & inhibitors , Nitriles/pharmacology , Biomarkers, Tumor/analysis , Biomarkers, Tumor/metabolism , Breast Neoplasms/drug therapy , Cell Line, Tumor , Colorectal Neoplasms/drug therapy , HCT116 Cells , Humans , Magnetic Resonance Spectroscopy/methods , Phosphorylcholine/metabolism
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