Discrimination between the human prostate normal and cancer cell exometabolome by GC-MS

被引:57
作者
Lima, Ana Rita [1 ]
Araujo, Ana Margarida [1 ]
Pinto, Joana [1 ]
Jeronimo, Carmen [2 ,3 ]
Henrique, Rui [2 ,3 ,4 ]
Bastos, Maria de Lourdes [1 ]
Carvalho, Marcia [1 ,5 ]
de Pinho, Paula Guedes [1 ]
机构
[1] Univ Porto, Fac Pharm, Lab Toxicol, UCIBIO REQUIMTE,Dept Biol Sci, Porto, Portugal
[2] Inst Porto IPO Porto, Res Ctr CI IPOP Portuguese Oncol, Canc Biol & Epigenet Grp, Porto, Portugal
[3] Univ Porto, Biomed Sci Inst ICBAS, Dept Pathol & Mol Immunol, Porto, Portugal
[4] Portuguese Oncol Inst Porto IPO Porto, Dept Pathol, Porto, Portugal
[5] Univ Fernando Pessoa, UFP Energy Environm & Hlth Res Unit FP ENAS, Porto, Portugal
关键词
VOLATILE ORGANIC-COMPOUNDS; CHROMATOGRAPHY-MASS SPECTROMETRY; EXHALED BREATH; LUNG-CANCER; BIOMARKER DISCOVERY; FREE PSA; METABOLOMICS; IDENTIFICATION; DIAGNOSIS; HMDB;
D O I
10.1038/s41598-018-23847-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Serum prostate-specific antigen (PSA) is currently the most used biomarker in clinical practice for prostate cancer (PCa) detection. However, this biomarker has several drawbacks. In this work, an untargeted gas chromatography-mass spectrometry (GC-MS)-based metabolomic profiling of PCa cells was performed to prove the concept that metabolic alterations might differentiate PCa cell lines from normal prostate cell line. For that, we assessed the differences in volatile organic compounds (VOCs) profile in the extracellular medium (exometabolome) of four PCa cell lines and one normal prostate cell line at two pH values (pH 2 and 7) by GC-MS. Multivariate analysis revealed a panel of volatile metabolites that discriminated cancerous from normal prostate cells. The most altered metabolites included ketones, aldehydes and organic acids. Among these, we highlight pentadecane-2-one and decanoic acid, which were significantly increased in PCa compared to normal cells, and cyclohexanone, 4-methylheptan-2-one, 2-methylpentane-1,3-diol, 4-methylbenzaldehyde, 1-(3,5-dimethylfuran-2-yl) ethanone, methyl benzoate and nonanoic acid, which were significantly decreased in PCa cells. The PCa volatilome was markedly influenced by the VOCs extraction pH, though the discriminant capability was similar. Overall, our data suggest that VOCs monitoring has the potential to be used as a PCa screening methodology.
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页数:12
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