Changes in urine metabolite concentration as a minimally invasive marker of ovarian serous adenocarcinoma

Cover Page

Cite item

Full Text

Abstract

Introduction. Detection of ovarian cancer (OC) at the earliest possible stages is a priority for gynecological oncology, since 5-year survival rates decrease significantly with the progression of the disease. Currently, there is a huge need for more effective diagnostic methods and approaches. In recent years, fluid biopsy has received increasing attention in precision medicine because it is minimally invasive and can be repeated many times, allowing for realtime disease monitoring.

Aim. Study of the urine metabolomic profile of patients with ovarian carcinoma.

Materials and methods. To perform metabolomic analysis, 50 urine samples from patients with a diagnosis of serous ovarian carcinoma and 20 samples from apparently healthy individuals were selected. For protein precipitation, 300 mkl of urine was mixed with 600 mkl of a solution of acetonitrile LC-MS (Merck, Germany) and methanol LC-MS (Merck, Germany) (3:1 ratio). Chromatographic separation of metabolites was performed on a Vanquish Flex UHPLC System chromatograph (Thermo Scientific, Germany). The chromatograph was coupled to an Orbitrap Exploris 480 mass spectrometer (Thermo Scientific, Germany) equipped with an electrospray ionization source. Chromatographic separation was carried out on a Hypersil GOLD™ C18 column (1.9mkm, 10 x 2.1 mm) using the following eluents: A, 0.1 % formic acid; B, acetonitrile containing 0.1 % formic acid.

Results. A total of 417 metabolites of various classes were identified by HPLC-MS. It was shown that in the urine of patients with OC 14 metabolites (kynurenine, phenylalanyl-valine, lysophosphatidylcholine (18:3), lysophosphatidylcholine (18:2), alanyl-leucine, lysophosphatidylcholine (20:4), L-phenylalanine, phosphatidylinositol (34:1), 5-methoxytryptophan, 2-hydroxymyristic acid, 3-oxocholic acid, lysophosphatidylcholine (14:0), indoleacrylic acid, lysophosphatidylserine (20:4)) had a significantly higher concentration compared to apparently healthy individuals. The content of 12 compounds, on the contrary, was reduced (L-beta-aspartyl-L-phenylalanine, myristic acid, decanoylcarnitine, aspartyl-glycine, malonylcarnitine, 3-hydroxybutyrylcarnitine, 3-methylxanthine, 2,6-dimethylheptanoylcarnitine, 3-oxododecanoic acid, N-acetylproline, L-octanoylcarnitine, capryloylglycine). This indicates a significant metabolomic imbalance in patients with OC.

Conclusion. The metabolomic profile study of urine by UHPLC-MS showed that in patients with serous ovarian carcinoma there is an imbalance in the content of certain fatty acids and their derivatives, acylcarnitines, phospholipids, amino acids and their derivatives, as well as some derivatives of nitrogenous bases. At the same time, 26 metabolites with abnormal concentrations in urine may have some potential as non-invasive biomarkers of OC in women belonging to high-risk groups.

About the authors

O. N. Guskova

National Medical Research Oncology Center, Ministry of Health of Russia

Author for correspondence.
ORCID iD: 0000-0001-8440-4341

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

I. A. Alliluev

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0001-7654-0650

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

E. V. Verenikina

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0002-1084-5176

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

V. V. Polovodova

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0009-0009-5739-1122

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

M. A. Rogozin

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0009-0000-1242-3674

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

T. Yu. Myagkova

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0002-9577-7896

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

M. L. Adamyan

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0003-4188-3746

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

O. E. Zhenilo

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0002-9833-8530

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

N. M. Abdullaeva

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0002-7364-1963

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

M. R. Tsandekova

Clinical Oncological Dispensary No. 1

ORCID iD: 0009-0009-3046-5371

146 Dimitrova St., Krasnodar 350040

Russian Federation

N. D. Ushakova

National Medical Research Oncology Center, Ministry of Health of Russia

ORCID iD: 0000-0002-0068-0881

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

D. S. Kutilin

National Medical Research Oncology Center, Ministry of Health of Russia

Email: k.denees@yandex.ru
ORCID iD: 0000-0002-8942-3733

63 St. 14th Liniya, Rostov-on-Don 344037

Russian Federation

References

  1. Tsandekova M.R., Porkhanova N.V., Kutilin D.S. Molecular characteristics of serous ovarian adenocarcinoma: significance for diagnosis and treatment. Sovremennye problemy nauki i obrazovaniya = Modern problems of science and education 2020;1:55 (In Russ.). doi: 10.17513/spno.29428
  2. Paoletti X., Lewsley L.A., Daniele G. et al. Assessment of progression-free survival as a surrogate end point of overall survival in first-line treatment of ovarian cancer: a systematic review and meta-analysis. JAMA network open 2020;3(1):e1918939. doi: 10.1001/jamanetworkopen.2019.18939
  3. Tsandekova M.R., Porkhanova N.V., Kit O.I. et al. Minimally invasive molecular diagnostics of high and low grade serous ovarian adenocarcinoma. Onkoginekologiya = Oncogynecology 2021;4:35–50 (In Russ.). doi: 10.52313/22278710_2021_4_35
  4. Quan Q., Liao Q., Yin W. et al. Serum HE4 and CA125 combined to predict and monitor recurrence of type II endo metrial carcinoma. Sci Rep 2021;11(1):1–8. doi: 10.1038/s41598-021-01263-w
  5. Van Nagell Jr J.R., Hoff J.T. Transvaginal ultrasonography in ovarian cancer screening: current perspectives. Int J Womens Health 2013;6:25–33. doi: 10.2147/IJWH.S38347
  6. Lalwani N., Prasad S.R., Vikram R. et al. Histologic, molecular, and cytogenetic features of ovarian cancers: implications for diagnosis and treatment. Radiographics 2011;31(3):625–46. doi: 10.1148/rg.313105066
  7. Feeney L., Harley I.J., McCluggage W.G. et al. Liquid biopsy in ovarian cancer: Catching the silent killer before it strikes. World J Clin Oncol 2020;11(11):868–89. doi: 10.5306/wjco.v11.i11.868
  8. Petri A.L., Simonsen A.H., Yip T.T. et al. Three new potential ovarian cancer biomarkers detected in human urine with equalizer bead technology. Acta Obstet Gynec Scand 2009;88(1):18–26. doi: 10.1080/00016340802443830
  9. Dinges S.S., Hohm A., Vandergrift L.A. et al. Cancer metabolomic markers in urine: Evidence, techniques and recommendations. Nat Rev Urol 2019;16(6):339–62. doi: 10.1038/s41585-019-0185-3
  10. Koundouros N., Poulogiannis G. Reprogramming of fatty acid metabolism in cancer. Br J Cancer 2020;122(1):4–22. doi: 10.1038/s41416-019-0650-z
  11. Chang W., Fa H., Xiao D., Wang J. Targeting phosphatidylserine for Cancer therapy: prospects and challenges. Theranostics 2020;10(20):9214–29. doi: 10.7150/thno.45125
  12. Rolin J., Maghazachi A.A. Effects of lysophospholipids on tumor microenvironment. Cancer Microenviron 2011;4(3):393–403. doi: 10.1007/s12307-011-0088-1
  13. Li X., Nakayama K., Goto T. et al. High level of phosphatidylcholines / lysophosphatidylcholine ratio in urine is associated with prostate cancer. Cancer Sci 2021;112(10):4292–302. doi: 10.1111/cas.15093
  14. Wlodarska M., Luo C., Kolde R. et al. Indoleacrylic acid produced by commensal peptostreptococcus species suppresses inflammation. Cell host & microbe 2017;22(1):25–37. doi: 10.1016/j.chom.2017.06.007
  15. Venkateswaran N., Conacci-Sorrell M. Kynurenine: An oncometabolite in colon cancer. Cell Stress 2020;4(1):24–6. doi: 10.15698/cst2020.01.210
  16. Neurauter G., Grahmann A.V., Klieber M. et al. Serum phenylalanine concentrations in patients with ovarian carcinoma correlate with concentrations of immune activation markers and of isoprostane-8. Cancer Lett 2008;272(1):141–7. doi: 10.1016/j.canlet.2008.07.002

Supplementary files

Supplementary Files
Action
1. JATS XML

Copyright (c)



СМИ зарегистрировано Федеральной службой по надзору в сфере связи, информационных технологий и массовых коммуникаций (Роскомнадзор).
Регистрационный номер и дата принятия решения о регистрации СМИ: серия ПИ № ФС77-53039 от  04.03.2013.