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1.
Mol Cancer Ther ; 16(10): 2315-2323, 2017 10.
Article in English | MEDLINE | ID: mdl-28637716

ABSTRACT

MAPK pathway activation is frequently observed in human malignancies, including melanoma, and is associated with sensitivity to MEK inhibition and changes in cellular metabolism. Using quantitative mass spectrometry-based metabolomics, we identified in preclinical models 21 plasma metabolites including amino acids, propionylcarnitine, phosphatidylcholines, and sphingomyelins that were significantly altered in two B-RAF-mutant melanoma xenografts and that were reversed following a single dose of the potent and selective MEK inhibitor RO4987655. Treatment of non-tumor-bearing animals and mice bearing the PTEN-null U87MG human glioblastoma xenograft elicited plasma changes only in amino acids and propionylcarnitine. In patients with advanced melanoma treated with RO4987655, on-treatment changes of amino acids were observed in patients with disease progression and not in responders. In contrast, changes in phosphatidylcholines and sphingomyelins were observed in responders. Furthermore, pretreatment levels of seven lipids identified in the preclinical screen were statistically significantly able to predict objective responses to RO4987655. The RO4987655 treatment-related changes were greater than baseline physiological variability in nontreated individuals. This study provides evidence of a translational exo-metabolomic plasma readout predictive of clinical efficacy together with pharmacodynamic utility following treatment with a signal transduction inhibitor. Mol Cancer Ther; 16(10); 2315-23. ©2017 AACR.


Subject(s)
Benzamides/administration & dosage , Biomarkers, Tumor/blood , Melanoma/drug therapy , Mitogen-Activated Protein Kinase Kinases/blood , Oxazines/administration & dosage , Animals , Cell Line, Tumor , Humans , MAP Kinase Signaling System/drug effects , Melanoma/blood , Melanoma/pathology , Mice , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Mutation , Neoplasm Metastasis , Protein Kinase Inhibitors/administration & dosage , Proto-Oncogene Proteins B-raf/genetics , Xenograft Model Antitumor Assays
2.
Mol Cancer Ther ; 15(6): 1412-24, 2016 06.
Article in English | MEDLINE | ID: mdl-27048952

ABSTRACT

PI3K plays a key role in cellular metabolism and cancer. Using a mass spectrometry-based metabolomics platform, we discovered that plasma concentrations of 26 metabolites, including amino acids, acylcarnitines, and phosphatidylcholines, were decreased in mice bearing PTEN-deficient tumors compared with non-tumor-bearing controls and in addition were increased following dosing with class I PI3K inhibitor pictilisib (GDC-0941). These candidate metabolomics biomarkers were evaluated in a phase I dose-escalation clinical trial of pictilisib. Time- and dose-dependent effects were observed in patients for 22 plasma metabolites. The changes exceeded baseline variability, resolved after drug washout, and were recapitulated on continuous dosing. Our study provides a link between modulation of the PI3K pathway and changes in the plasma metabolome and demonstrates that plasma metabolomics is a feasible and promising strategy for biomarker evaluation. Also, our findings provide additional support for an association between insulin resistance, branched-chain amino acids, and related metabolites following PI3K inhibition. Mol Cancer Ther; 15(6); 1412-24. ©2016 AACR.


Subject(s)
Biomarkers, Tumor/blood , Indazoles/administration & dosage , Metabolome/drug effects , Neoplasms/drug therapy , PTEN Phosphohydrolase/deficiency , Sulfonamides/administration & dosage , Animals , Cell Line, Tumor , Dose-Response Relationship, Drug , Humans , Indazoles/pharmacokinetics , Indazoles/pharmacology , Mass Spectrometry , Metabolomics/methods , Mice , Neoplasm Transplantation , Neoplasms/genetics , Neoplasms/metabolism , Sulfonamides/pharmacokinetics , Sulfonamides/pharmacology , Time Factors
3.
J Appl Lab Med ; 1(2): 129-142, 2016 Sep 01.
Article in English | MEDLINE | ID: mdl-33626781

ABSTRACT

BACKGROUND: The increasing relevance of individual bile acids quantification in biological samples requires analytical standardization to guarantee robustness and reliability of laboratory results. We have organized the first international ring trial, carried out in 12 laboratories, to evaluate the newly developed LC-MS/MS-based test kit for bile acid analysis. METHODS: Each laboratory received a Biocrates® Bile Acids Kit including system suitability test (SST) protocol. The kit is designed to analyze 16 individual human and 19 mouse bile acids. A set of 9 human and mouse plasma samples was measured in replicates. Laboratories were first required to pass the acceptance criteria for the SST. Within the subset of laboratories passing SST criteria, we evaluated how many laboratories met the target criteria of 80% of reported values with a relative accuracy within the 70%-130% range and analytical precisions (%CV) below 30%. RESULTS: A total of 12 of 16 participating laboratories passed the SST as the prerequisite to enter the ring trial. All 12 laboratories were then able to successfully run the kit and ring trial samples. Of the overall reported values, 94% were within 70%-130% relative accuracy range. Mean precision was 8.3% CV. The condition of CV <30% was fulfilled by 99% of the reported values. CONCLUSIONS: The first publically available interlaboratory ring trial for standardized bile acids quantification in human and mouse plasma samples showed very good analytical performance, within acceptance criteria typically applied in the preclinical environment. The kit is therefore suitable for standardized quantitative bile acid analysis and the establishment of reference values.

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