Abstract
Objective
To find new biomarkers for early diagnosis of breast cancer.
Results
847 lipid species were identified from 78 plasma samples (37 breast cancer samples and 41 healthy controls) by ultra HPLC coupled with quadrupole time-of-flight tandem mass spectrometry. These include 321 glycerophospholipids (GPs), 265 glycerolipids (GLs), 91 sphingolipids (SPs), 77 fatty acyls (FAs), 68 sterol lipids (STs), 18 prenol lipids (PRs), 6 polyketides (PKs), and 1 saccharolipid (SL). Separation was observed from an orthogonal signal correction Partial Least Square Discrimination Analysis model. Based on this analysis, six differentiating lipids were identified: PC (20:2/20:5), PC (22:0/24:1), TG (12:0/14:1), and DG (18:1/18:2) had high levels, whereas PE (15:0/19:1) and N-palmitoyl proline had low levels in the breast cancer samples compared with the healthy controls. Furthermore, significant differences in metabolites were found among some clinical characteristics.
Conclusions
Our results reveal that six specific lipids could serve as potential biomarkers for early diagnosis of breast cancer.
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References
Ackerstaff E, Glunde K, Bhujwalla ZM (2003) Choline phospholipid metabolism: a target in cancer cells? J Cell Biochem 90:525–533
Alokail MS, Al-Daghri N, Abdulkareem A, Draz HM, Yakout SM, Alnaami AM, Sabico S, Alenad AM, Chrousos GP (2013) Metabolic syndrome biomarkers and early breast cancer in Saudi women: evidence for the presence of a systemic stress response and/or a pre-existing metabolic syndrome-related neoplasia risk? BMC Cancer 13:54
Astley SM (2004) Computer-based detection and prompting of mammographic abnormalities. Br J Radiol 77(supp2):S194–S200
Brockmöller SF, Bucher E, Müller BM, Budczies J et al (2012) Integration of metabolomics and expression of glycerol-3-phosphate acyltransferase (GPAM) in breast cancer-link to patient survival, hormone receptor status, and metabolic profiling. J Proteome Res 11:850–860
Budczies J, Denkert C, Müller BM, Brockmöller SF et al (2012) Remodeling of central metabolism in invasive breast cancer compared to normal breast tissue—a GC-TOFMS based metabolomics study. BMC Genom 13:334
Budczies J, Pfitzner BM, Györffy B, Winzer KJ, Radke C, Dietel M, Fiehn O, Denkert C (2015) Glutamate enrichment as new diagnostic opportunity in breast cancer: glutamate and glutamine in breast cancer. Int J Cancer 136:1619–1628
Chan DW, Beveridge RA, Muss H, Fritsche HA, Hortobagyi G, Theriault R, Kiang D, Kennedy BJ, Evelegh M (1997) Use of Truquant BR radioimmunoassay for early detection of breast cancer recurrence in patients with stage II and stage III disease. J Clin Oncol 15:2322–2328
Chen X, Chen H, Dai M, Ai J, Li Y, Mahon B, Dai S, Deng Y (2016) Plasma lipidomics profiling identified lipid biomarkers in distinguishing early-stage breast cancer from benign lesions. Oncotarget 7:36622–36631
Cifkova E, Holcapek M, Lisa M, Vrana D, Melichar B, Student V (2015) Lipidomic differentiation between human kidney tumors and surrounding normal tissues using HILIC-HPLC/ESI-MS and multivariate data analysis. J Chromatogr, B: Anal Technol Biomed Life Sci 1000:14–21
Cummings BS, McHowat J, Schnellmann RG (2000) Phospholipase A(2)s in cell injury and death. J Pharmacol Exp Ther 294:793–799
Deacon EM, Pettitt TR, Webb P, Cross T, Chahal H, Wakelam MJ, Lord JM (2002) Generation of diacylglycerol molecular species through the cell cycle: a role for 1-stearoyl, 2-arachidonyl glycerol in the activation of nuclear protein kinase C-beta II at G2/M. J Cell Sci 115:983–989
Deberardinis RJ, Sayed N, Ditsworth D, Thompson CB (2008) Brick by brick: metabolism and tumor cell growth. Curr Opin Genet Dev 18:54–61
Denizot Y, De Armas R, Caire F, Pommepuy I, Truffinet V, Labrousse F (2006) Platelet-activating factor and human meningiomas. Neuropathol Appl Neurobiol 32:674–678
Dunn WB, Broadhurst D, Begley P, Zelena E et al (2011) Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry. Nat Protoc 6:1060–1083
Etzioni R, Urban N, Ramsey S, McIntosh M, Schwartz S, Reid B, Radich J, Anderson G, Hartwell L (2003) The case for early detection. Nat Rev Cancer 3:243–252
Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, ParkinDM Forman D, Bray F (2015) Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer 136:E359–E386
Goldhirsch A, Winer EP, Coates AS, Gelber RD, Piccart-Gebhart M, Thürlimann B, Senn HJ, Panel members (2013) Personalizing the treatment of women with early breast cancer: highlights of the St Gallen international expert consensus on the primary therapy of early breast cancer 2013. Ann Oncol 24:2206–2223
Gross RW, Han X (2011) Lipidomics at the interface of structure and function in systems biology. Chem Biol 18:284–291
Gumbiner BM (2005) Regulation of cadherin-mediated adhesion in morphogenesis. Nat Rev Mol Cell Biol 6:622–634
Gustafsson SB, Lindgren T, Jonsson M, Jacobsson SO (2009) Cannabinoid receptor-independent cytotoxic effects of cannabinoids in human colorectal carcinoma cells: synergism with 5-fluorouracil. Cancer Chemother Pharmacol 63:691–701
Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144:646–674
Hilvo M, Denkert C, Lehtinen L, Müller B et al (2011) Novel theranostic opportunities offered by characterization of altered membrane lipid metabolism in breast cancer progression. Cancer Res 71:3236–3245
Kester MB, Sokolove PM (1990) The effect of adriamycin and duramycin on calcium translocation in liposome systems modeled on the inner mitochondrial membrane. Arch Biochem Biophys 280:405–411
Laye JP, Gill JH (2003) Phospholipase A2 expression in tumours: a target for therapeutic intervention? Drug Discov Today 8:710–716
Li YL, Su X, Stahl PD, Gross ML (2007) Quantification of diacylglycerol molecular species in biological samples by electrospray ionization mass spectrometry after one-step derivatization. Anal Chem 79:1569–1574
Menendez JA, Lupu R (2007) Fatty acid synthase and the lipogenic phenotype in cancer pathogenesis. Nat Rev Cancer 7:763–777
Molina R, Barak V, van Dalen A, Duffy MJ et al (2005) Tumor markers in breast cancer-European Group on Tumor Markers recommendations. Tumour Biol 26:281–293
More TH, Bagadi M, RoyChoudhury S, Dutta M et al (2017) Comprehensive quantitative lipidomic approach to investigate serum phospholipid alterations in breast cancer. Metabolomics 13:3
Nishizuka Y (1995) Protein kinase C and lipid signaling for sustained cellular responses. FASEB J 9:484–496
Notarnicola M, Altomare DF, Correale M, Ruggieri E, D’Attoma B, Mastrosimini A, Guerra V, Caruso MG (2005) Serum lipid profile in colorectal cancer patients with and without synchronous distant metastases. Oncology 68:371–374
Potischman N, McCulloch CE, Byers T, Houghton L, Nemoto T, Graham S, Campbell TC (1991) Associations between breast cancer, plasma triglycerides, and cholesterol. Nutr Cancer 15:205–215
Qiu Y, Zhou B, Su M, Baxter S, Zheng X, Zhao X, Yen Y, Jia W (2013) Mass spectrometry-based quantitative metabolomics revealed a distinct lipid profile in breast cancer patients. Int J Mol Sci 14:8047–8061
Walker JM, Krey JF, Chen JS, Vefring E, Jahnsen JA, Bradshaw H, Huang SM (2005) Targeted lipidomics: fatty acid amides and pain modulation. Prostaglandins Other Lipid Mediat 77:35–45
Want EJ, Masson P, Michopoulos F, Wilson ID, Theodoridis G, Plumb RS, Shockcor J, Loftus N, Holmes E, Nicholson JK (2013) Global metabolic profiling of animal and human tissues via UPLC–MS. Nat Protoc 8:17–32
Warner E (2011) Clinical practice. Breast-cancer screening. N Engl J Med 365:1025–1032
Yamashita S, Yamashita J, Sakamoto K, Inada K, Nakashima Y, Murata K, Saishoji T, Nomura K, Ogawa M (1993) Increased expression of membrane-associated phospholipase A2 shows malignant potential of human breast cancer cells. Cancer 71:3058–3064
Yamashita J, Ogawa M, Sakai K (1995) Prognostic significance of three novel biologic factors in a clinical trial of adjuvant therapy for node-negative breast cancer. Surgery 117:601–608
Yang L, Cui X, Zhang N, Li M, Bai Y, Han X, Shi Y, Liu H (2015) Comprehensive lipid profiling of plasma in patients with benign breast tumor and breast cancer reveals novel biomarkers. Anal Bioanal Chem 407:5065–5077
Yano K (2012) Lipid metabolic pathways as lung cancer therapeutic targets: a computational study. Int J Mol Med 29:519–529
You JC, Yang J, Fang RP, Hu N, Zhang XD, Zhang WY, Ye LH (2015) Analysis of phosphatidylcholines (PCs) and lysophosphatidylcholines (LysoPCs) in metastasis of breast cancer cells. Prog Biochem Biophys 42:563–573
Zhang GM, Qin XJ, Zhang HL, Xiao WJ, Zhu Y, Gu CY, Dai B, Shi GH, Ye DW (2015) Serum lipid profiles: novel biomarkers predicting advanced prostate cancer in patients receiving radical prostatectomy. Asian J Androl 17:239–244
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Supplementary Table 1—Clinicopathological characteristics of 37 patients with early-stage breast cancer.
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Jiang, N., Zhang, G., Pan, L. et al. Potential plasma lipid biomarkers in early-stage breast cancer. Biotechnol Lett 39, 1657–1666 (2017). https://doi.org/10.1007/s10529-017-2417-z
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DOI: https://doi.org/10.1007/s10529-017-2417-z