» Articles » PMID: 27517900

Polyamine Metabolites Profiling for Characterization of Lung and Liver Cancer Using an LC-Tandem MS Method with Multiple Statistical Data Mining Strategies: Discovering Potential Cancer Biomarkers in Human Plasma and Urine

Overview
Journal Molecules
Publisher MDPI
Specialty Biology
Date 2016 Aug 13
PMID 27517900
Citations 25
Authors
Affiliations
Soon will be listed here.
Abstract

Polyamines, one of the most important kind of biomarkers in cancer research, were investigated in order to characterize different cancer types. An integrative approach which combined ultra-high performance liquid chromatography-tandem mass spectrometry detection and multiple statistical data processing strategies including outlier elimination, binary logistic regression analysis and cluster analysis had been developed to discover the characteristic biomarkers of lung and liver cancer. The concentrations of 14 polyamine metabolites in biosamples from lung (n = 50) and liver cancer patients (n = 50) were detected by a validated UHPLC-MS/MS method. Then the concentrations were converted into independent variables to characterize patients of lung and liver cancer by binary logic regression analysis. Significant independent variables were regarded as the potential biomarkers. Cluster analysis was engaged for further verifying. As a result, two values was discovered to identify lung and liver cancer, which were the product of the plasma concentration of putrescine and spermidine; and the ratio of the urine concentration of S-adenosyl-l-methionine and N-acetylspermidine. Results indicated that the established advanced method could be successfully applied to characterize lung and liver cancer, and may also enable a new way of discovering cancer biomarkers and characterizing other types of cancer.

Citing Articles

Spermine accumulation via spermine synthase promotes tumor cell proliferation in head and neck squamous cell carcinoma.

Chen X, Song F, Xiao P, Yao Y, Li D, Fang Y BMC Cancer. 2025; 25(1):402.

PMID: 40045286 PMC: 11884143. DOI: 10.1186/s12885-025-13820-x.


Diagnostics and Therapy for Malignant Tumors.

Tsai C, Wang C, Chang H, Chang P, Chang C, Chu T Biomedicines. 2025; 12(12.

PMID: 39767566 PMC: 11726849. DOI: 10.3390/biomedicines12122659.


Salivary metabolomic biomarkers for non-invasive lung cancer detection.

Kajiwara N, Kakihana M, Maeda J, Kaneko M, Ota S, Enomoto A Cancer Sci. 2024; 115(5):1695-1705.

PMID: 38417449 PMC: 11093188. DOI: 10.1111/cas.16112.


Elevated expression of HIGD1A drives hepatocellular carcinoma progression by regulating polyamine metabolism through c-Myc-ODC1 nexus.

Zhang H, Li X, Liu Z, Lin Z, Huang K, Wang Y Cancer Metab. 2024; 12(1):7.

PMID: 38395945 PMC: 10893642. DOI: 10.1186/s40170-024-00334-6.


Polyamine Signal through HCC Microenvironment: A Key Regulator of Mitochondrial Preservation and Turnover in TAMs.

Liu Q, Yan X, Li R, Yuan Y, Wang J, Zhao Y Int J Mol Sci. 2024; 25(2).

PMID: 38256070 PMC: 10816144. DOI: 10.3390/ijms25020996.


References
1.
Moinard C, Cynober L, De Bandt J . Polyamines: metabolism and implications in human diseases. Clin Nutr. 2005; 24(2):184-97. DOI: 10.1016/j.clnu.2004.11.001. View

2.
Liu R, Jia Y, Cheng W, Ling J, Liu L, Bi K . Determination of polyamines in human urine by precolumn derivatization with benzoyl chloride and high-performance liquid chromatography coupled with Q-time-of-flight mass spectrometry. Talanta. 2010; 83(3):751-6. DOI: 10.1016/j.talanta.2010.10.039. View

3.
Wang Q, Wang Y, Liu R, Yan X, Li Y, Fu H . Comparison of the effects of Mylabris and Acanthopanax senticosus on promising cancer marker polyamines in plasma of a Hepatoma-22 mouse model using HPLC-ESI-MS. Biomed Chromatogr. 2012; 27(2):208-15. DOI: 10.1002/bmc.2777. View

4.
Liu R, Bi K, Jia Y, Wang Q, Yin R, Li Q . Determination of polyamines in human plasma by high-performance liquid chromatography coupled with Q-TOF mass spectrometry. J Mass Spectrom. 2012; 47(10):1341-6. DOI: 10.1002/jms.3084. View

5.
Liu R, Li Q, Ma R, Lin X, Xu H, Bi K . Determination of polyamine metabolome in plasma and urine by ultrahigh performance liquid chromatography-tandem mass spectrometry method: application to identify potential markers for human hepatic cancer. Anal Chim Acta. 2013; 791:36-45. DOI: 10.1016/j.aca.2013.06.044. View