Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women
Endometrial cancer (EC) is the most frequent gynecological cancer in developed countries. Most EC occurs after menopause and is diagnosed as endometrioid (type I) carcinomas, which exhibit a favorable prognosis. In contrast, non-endometrioid (type II) carcinomas such as serous tumors have a poor pro...
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doaj-7f782cecde304723b02c3951860a511e2020-11-24T22:30:25ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922018-03-01910.3389/fendo.2018.00087343496Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal WomenYannick Audet-Delage0Lyne Villeneuve1Jean Grégoire2Marie Plante3Chantal Guillemette4Chantal Guillemette5Centre Hospitalier Universitaire (CHU) de Québec Research Center, Faculty of Pharmacy, Laval University, Québec, QC, CanadaCentre Hospitalier Universitaire (CHU) de Québec Research Center, Faculty of Pharmacy, Laval University, Québec, QC, CanadaGynecologic Oncology Service, CHU de Québec, Department of Obstetrics, Gynecology, and Reproduction, Faculty of Medicine, Laval University, Québec, QC, CanadaGynecologic Oncology Service, CHU de Québec, Department of Obstetrics, Gynecology, and Reproduction, Faculty of Medicine, Laval University, Québec, QC, CanadaCentre Hospitalier Universitaire (CHU) de Québec Research Center, Faculty of Pharmacy, Laval University, Québec, QC, CanadaCanada Research Chair in Pharmacogenomi, Laval University, Québec, QC, CanadaEndometrial cancer (EC) is the most frequent gynecological cancer in developed countries. Most EC occurs after menopause and is diagnosed as endometrioid (type I) carcinomas, which exhibit a favorable prognosis. In contrast, non-endometrioid (type II) carcinomas such as serous tumors have a poor prognosis. Our goal was to identify novel blood-based markers associated with EC subtypes and recurrence after surgery in postmenopausal women. Using mass spectrometry-based untargeted metabolomics, we examined preoperative serum metabolites among control women (n = 18) and those with non-recurrent (NR) and recurrent (R) cases of type I endometrioid (n = 24) and type II serous (n = 12) carcinomas. R and NR cases were similar with respect to pathological characteristics, body mass index, and age. A total of 1,592 compounds were analyzed including 14 different lipid classes. When we compared EC cases with controls, 137 metabolites were significantly different. A combination of spermine and isovalerate resulted in an age-adjusted area under the receiver-operating characteristic curve (AUCadj) of 0.914 (P < 0.001) for EC detection. The combination of 2-oleoylglycerol and TAG42:2-FA12:0 allowed the distinction of R cases from NR cases with an AUCadj of 0.901 (P < 0.001). Type I R cases were also characterized by much lower levels of bile acids and elevated concentrations of phosphorylated fibrinogen cleavage peptide, whereas type II R cases displayed higher levels of ceramides. The findings from our pilot study provide a detailed metabolomics study of EC and identify putative serum biomarkers for defining clinically relevant risk groups.http://journal.frontiersin.org/article/10.3389/fendo.2018.00087/fullmetabolomicsendometrial cancerblood-based biomarkersrecurrencemass spectrometry |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yannick Audet-Delage Lyne Villeneuve Jean Grégoire Marie Plante Chantal Guillemette Chantal Guillemette |
spellingShingle |
Yannick Audet-Delage Lyne Villeneuve Jean Grégoire Marie Plante Chantal Guillemette Chantal Guillemette Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women Frontiers in Endocrinology metabolomics endometrial cancer blood-based biomarkers recurrence mass spectrometry |
author_facet |
Yannick Audet-Delage Lyne Villeneuve Jean Grégoire Marie Plante Chantal Guillemette Chantal Guillemette |
author_sort |
Yannick Audet-Delage |
title |
Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women |
title_short |
Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women |
title_full |
Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women |
title_fullStr |
Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women |
title_full_unstemmed |
Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women |
title_sort |
identification of metabolomic biomarkers for endometrial cancer and its recurrence after surgery in postmenopausal women |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Endocrinology |
issn |
1664-2392 |
publishDate |
2018-03-01 |
description |
Endometrial cancer (EC) is the most frequent gynecological cancer in developed countries. Most EC occurs after menopause and is diagnosed as endometrioid (type I) carcinomas, which exhibit a favorable prognosis. In contrast, non-endometrioid (type II) carcinomas such as serous tumors have a poor prognosis. Our goal was to identify novel blood-based markers associated with EC subtypes and recurrence after surgery in postmenopausal women. Using mass spectrometry-based untargeted metabolomics, we examined preoperative serum metabolites among control women (n = 18) and those with non-recurrent (NR) and recurrent (R) cases of type I endometrioid (n = 24) and type II serous (n = 12) carcinomas. R and NR cases were similar with respect to pathological characteristics, body mass index, and age. A total of 1,592 compounds were analyzed including 14 different lipid classes. When we compared EC cases with controls, 137 metabolites were significantly different. A combination of spermine and isovalerate resulted in an age-adjusted area under the receiver-operating characteristic curve (AUCadj) of 0.914 (P < 0.001) for EC detection. The combination of 2-oleoylglycerol and TAG42:2-FA12:0 allowed the distinction of R cases from NR cases with an AUCadj of 0.901 (P < 0.001). Type I R cases were also characterized by much lower levels of bile acids and elevated concentrations of phosphorylated fibrinogen cleavage peptide, whereas type II R cases displayed higher levels of ceramides. The findings from our pilot study provide a detailed metabolomics study of EC and identify putative serum biomarkers for defining clinically relevant risk groups. |
topic |
metabolomics endometrial cancer blood-based biomarkers recurrence mass spectrometry |
url |
http://journal.frontiersin.org/article/10.3389/fendo.2018.00087/full |
work_keys_str_mv |
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