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1.
Anal Chem ; 88(16): 8091-8, 2016 08 16.
Article in English | MEDLINE | ID: mdl-27498854

ABSTRACT

Highly abundant in cells, microRNAs (or miRs) play a key role as regulators of gene expression. A proportion of them are also detectable in biofluids making them ideal noninvasive biomarkers for pathologies in which miR levels are aberrantly expressed, such as cancer. Peptide nucleic acids (PNAs) are engineered uncharged oligonucleotide analogues capable of hybridizing to complementary nucleic acids with high affinity and high specificity. Herein, novel PNA-based fluorogenic biosensors have been designed and synthesized that target miR biomarkers for prostate cancer (PCa). The sensing strategy is based on oligonucleotide-templated reactions where the only miR of interest serves as a matrix to catalyze an otherwise highly unfavorable fluorogenic reaction. Validated in vitro using synthetic RNAs, these newly developed biosensors were then shown to detect endogenous concentrations of miR in human blood samples without the need for any amplification step and with minimal sample processing. This low-cost, quantitative, and versatile sensing technology has been technically validated using gold-standard RT-qPCR. Compared to RT-qPCR however, this enzyme-free, isothermal blood test is amenable to incorporation into low-cost portable devices and could therefore be suitable for widespread public screening.


Subject(s)
Biomarkers/blood , Biosensing Techniques , Circulating MicroRNA/blood , Fluorescent Dyes/chemistry , Nucleic Acid Probes/chemistry , Peptide Nucleic Acids/chemistry , Prostatic Neoplasms/diagnosis , Circulating MicroRNA/genetics , Circulating MicroRNA/metabolism , Coumarins/chemistry , Humans , Male , Nucleic Acid Hybridization , Nucleic Acid Probes/metabolism , Oligonucleotides/chemistry , Peptide Nucleic Acids/chemical synthesis , Polymorphism, Single Nucleotide , Prostatic Neoplasms/genetics , Real-Time Polymerase Chain Reaction
2.
Oncotarget ; 7(6): 7216-26, 2016 Feb 09.
Article in English | MEDLINE | ID: mdl-26769844

ABSTRACT

The majority of ovarian tumours are of the epithelial type, which can be sub classified as benign, borderline or malignant. Epithelial tumours usually have cystic spaces filled with cyst fluid, the metabolic profile of which reflects the metabolic activity of the tumour cells, due to their close proximity. The approach of metabonomics using 1H-NMR spectroscopy was employed to characterize the metabolic profiles of ovarian cyst fluid samples (n = 23) from benign, borderline and malignant ovarian tumours in order to shed more light into ovarian tumour and cancer development. The analysis revealed that citrate was elevated in benign versus malignant tumours, while the amino acid lysine was elevated in malignant versus non-malignant tumours, both at a 5% significance level. Choline and lactate also had progressively increasing levels from benign to borderline to malignant samples. Finally, hypoxanthine was detected exclusively in a sub-cohort of the malignant tumours. This metabonomic study demonstrates that ovarian cyst fluid samples have potential to be used to distinguish between the different types of ovarian epithelial tumours. Furthermore, the respective metabolic profiles contain mechanistic information which could help identify biomarkers and therapeutic targets for ovarian tumours.


Subject(s)
Biomarkers, Tumor/analysis , Cyst Fluid/metabolism , Magnetic Resonance Spectroscopy/methods , Metabolomics/methods , Ovarian Neoplasms/metabolism , Protons , Adenocarcinoma, Clear Cell/metabolism , Adenocarcinoma, Clear Cell/pathology , Adenocarcinoma, Mucinous/metabolism , Adenocarcinoma, Mucinous/pathology , Cystadenocarcinoma, Serous/metabolism , Cystadenocarcinoma, Serous/pathology , Endometrial Neoplasms/metabolism , Endometrial Neoplasms/pathology , Female , Humans , Ovarian Neoplasms/pathology
3.
Oncotarget ; 6(39): 41736-49, 2015 Dec 08.
Article in English | MEDLINE | ID: mdl-26497682

ABSTRACT

Our identification of dysregulation of the AKT pathway in ovarian cancer as a platinum resistance specific event led to a comprehensive analysis of in vitro, in vivo and clinical behaviour of the AKT inhibitor GSK2141795. Proteomic biomarker signatures correlating with effects of GSK2141795 were developed using in vitro and in vivo models, well characterised for related molecular, phenotypic and imaging endpoints. Signatures were validated in temporally paired biopsies from patients treated with GSK2141795 in a clinical study. GSK2141795 caused growth-arrest as single agent in vitro, enhanced cisplatin-induced apoptosis in vitro and reduced tumour volume in combination with platinum in vivo. GSK2141795 treatment in vitro and in vivo resulted in ~50-90% decrease in phospho-PRAS40 and 20-80% decrease in fluoro-deoxyglucose (FDG) uptake. Proteomic analysis of GSK2141795 in vitro and in vivo identified a signature of pathway inhibition including changes in AKT and p38 phosphorylation and total Bim, IGF1R, AR and YB1 levels. In patient biopsies, prior to treatment with GSK2141795 in a phase 1 clinical trial, this signature was predictive of post-treatment changes in the response marker CA125. Development of this signature represents an opportunity to demonstrate the clinical importance of AKT inhibition for re-sensitisation of platinum resistant ovarian cancer to platinum.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/metabolism , Cisplatin/therapeutic use , Diamines/therapeutic use , Multiprotein Complexes/metabolism , Ovarian Neoplasms/drug therapy , Protein Kinase Inhibitors/therapeutic use , Proteomics , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Pyrazoles/therapeutic use , TOR Serine-Threonine Kinases/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Apoptosis/drug effects , Biopsy , CA-125 Antigen/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Dose-Response Relationship, Drug , Drug Resistance, Neoplasm , Female , Humans , Mechanistic Target of Rapamycin Complex 1 , Membrane Proteins/metabolism , Mice, Nude , Ovarian Neoplasms/enzymology , Ovarian Neoplasms/pathology , Phenotype , Phosphorylation , Predictive Value of Tests , Proteomics/methods , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction/drug effects , Time Factors , Treatment Outcome , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
4.
J Nucl Med ; 56(12): 1828-35, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26429956

ABSTRACT

UNLABELLED: AKT (a serine/threonine-specific protein kinase) regulates many cellular processes contributing to cytotoxic drug resistance. This study's primary objective examined the relationship between GSK2141795, an oral, pan-AKT inhibitor, and (18)F-FDG PET markers of glucose metabolism in tumor tissue to determine whether (18)F-FDG PET could be used to guide personalized dosing of GSK2141795. Biomarker analysis of biopsies was also undertaken. METHODS: Twelve patients were enrolled in 3 cohorts; all underwent dynamic (18)F-FDG PET scans and serial pharmacokinetic sampling at baseline, week 2, and week 4 with tumor biopsies before treatment and at week 4. Response was evaluated by RECIST v1.1 and Gynecologic Cancer Intergroup criteria. Biopsy samples were analyzed for mutations and protein expression. RESULTS: GSK2141795 did not significantly influence blood glucose levels. No dose-response relationship was observed between GSK2141795 pharmacokinetics and (18)F-FDG PET pharmacodynamic measures; however, an exposure-response relationship was seen between maximum drug concentrations and maximal decrease in (18)F-FDG uptake in the best-responding tumor. This relationship also held for pharmacokinetic parameters of exposure and 1,5-anhydroglucitol (a systemic measure of glucose metabolism). Phospho-AKT upregulation at week 4 in biopsies confirmed AKT inhibition by GSK2141795. Single-agent activity was observed with a clinical benefit rate of 27% (3/11) and 30% (3/10) CA125 response in the study's platinum-resistant ovarian patients. AKT pathway activation by PIK3CA/PIK3R1 mutation did not correlate with clinical activity, whereas RAS/RAF pathway mutations did segregate with resistance to AKT inhibition. CONCLUSION: GSK2141795 demonstrated an exposure-response relationship with decreased (18)F-FDG uptake and is active and tolerable. This study's design integrating (18)F-FDG PET, pharmacokinetics, and biomarker analyses demonstrates the potential for clinical development for personalized treatment.


Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Agents/therapeutic use , Diamines/administration & dosage , Diamines/therapeutic use , Fluorodeoxyglucose F18/pharmacokinetics , Genital Neoplasms, Female/diagnostic imaging , Genital Neoplasms, Female/drug therapy , Oncogene Protein v-akt/antagonists & inhibitors , Positron-Emission Tomography/methods , Pyrazoles/administration & dosage , Pyrazoles/therapeutic use , Radiopharmaceuticals/pharmacokinetics , Antineoplastic Agents/adverse effects , Biomarkers , Biopsy , Blood Glucose/metabolism , Deoxyglucose , Diamines/adverse effects , Drug Interactions , Drug Resistance, Neoplasm/genetics , Female , Humans , Oncogene Protein v-akt/genetics , Pyrazoles/adverse effects , Treatment Outcome
5.
Mod Pathol ; 27(3): 433-42, 2014 Mar.
Article in English | MEDLINE | ID: mdl-23948749

ABSTRACT

Borderline ovarian tumors show heterogeneity in clinical behavior. Most have excellent prognosis, although a small percentage show recurrence or progressive disease, usually to low-grade serous carcinoma. The aim of this study was to understand the molecular relationship between these entities and identify potential markers of tumor progression and therapeutic targets. We studied gene expression using Affymetrix HGU133plus2 GeneChip microarrays in 3 low-grade serous carcinomas, 13 serous borderline tumors and 8 serous cystadenomas. An independent data set of 18 serous borderline tumors and 3 low-grade serous carcinomas was used for validation. Unsupervised clustering revealed clear separation of benign and malignant tumors, whereas borderline tumors showed two distinct groups, one clustering with benign and the other with malignant tumors. The segregation into benign- and malignant-like borderline molecular subtypes was reproducible on applying the same analysis to an independent publicly available data set. We identified 50 genes that separate borderline tumors into their subgroups. Functional enrichment analysis of genes that separate borderline tumors to the two subgroups highlights a cell adhesion signature for the malignant-like subset, with Claudins particularly prominent. This is the first report of molecular subtypes of borderline tumors based on gene expression profiling. Our results provide the basis for identification of biomarkers for the malignant potential of borderline ovarian tumor and potential therapeutic targets for low-grade serous carcinoma.


Subject(s)
Biomarkers, Tumor/genetics , Cystadenocarcinoma, Serous/genetics , Cystadenoma, Serous/genetics , Gene Expression Regulation, Neoplastic , Ovarian Neoplasms/genetics , Cluster Analysis , Cystadenocarcinoma, Serous/classification , Cystadenocarcinoma, Serous/pathology , Cystadenoma, Serous/classification , Cystadenoma, Serous/pathology , Female , Humans , Oligonucleotide Array Sequence Analysis , Ovarian Neoplasms/classification , Ovarian Neoplasms/pathology , Transcriptome
6.
Cancer Res ; 71(13): 4412-22, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-21571862

ABSTRACT

Ovarian cancer frequently acquires resistance to platinum chemotherapy, representing a major challenge for improving patient survival. Recent work suggests that resistant clones exist within a larger drug-sensitive cell population prior to chemotherapy, implying that resistance is selected for rather than generated by treatment. We sought to compare clinically derived, intrapatient paired models of initial platinum response and subsequent resistant relapse to define molecular determinants of evolved resistance. Transcriptional analysis of a matched cell line series from three patients with high-grade serous ovarian cancer before and after development of clinical platinum resistance (PEO1/PEO4/PEO6, PEA1/PEA2, PEO14/PEO23) identified 91 up- and 126 downregulated genes common to acquired resistance. Significantly enhanced apoptotic response to platinum treatment in resistant cells was observed following knockdown of histone deacetylase (HDAC) 4, FOLR2, PIK3R1, or STAT1 (P < 0.05). Interestingly, HDAC4 and STAT1 were found to physically interact. Acetyl-STAT1 was detected in platinum-sensitive cells but not in HDAC4 overexpressing platinum-resistant cells from the same patient. In resistant cells, STAT1 phosphorylation/nuclear translocation was seen following platinum exposure, whereas silencing of HDAC4 increased acetyl-STAT1 levels, prevented platinum-induced STAT1 activation, and restored cisplatin sensitivity. Conversely, matched sensitive cells were refractory to STAT1 phosphorylation on platinum treatment. Analysis of 16 paired tumor biopsies taken before and after development of clinical platinum resistance showed significantly increased HDAC4 expression in resistant tumors [n = 7 of 16 (44%); P = 0.04]. Therefore, clinical selection of HDAC4-overexpressing tumor cells upon exposure to chemotherapy promotes STAT1 deacetylation and cancer cell survival. Together, our findings identify HDAC4 as a novel, therapeutically tractable target to counter platinum resistance in ovarian cancer.


Subject(s)
Cisplatin/pharmacology , Histone Deacetylases/metabolism , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/metabolism , Repressor Proteins/metabolism , STAT1 Transcription Factor/metabolism , Acetylation , Animals , Cell Nucleus/metabolism , Drug Resistance, Neoplasm , Female , Gene Expression Profiling , Gene Knockdown Techniques , Genes, BRCA1 , Genes, BRCA2 , Histone Deacetylases/genetics , Humans , Ovarian Neoplasms/genetics , Phosphorylation , Repressor Proteins/genetics
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