Cargando…

A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer

SIMPLE SUMMARY: Most ovarian cancer patients initially show a response to primary treatments, but the development of refractory disease is a major problem. Currently, there are no blood-based prognostic biomarkers, and the prognosis of a patient is determined by the International Federation of Gynec...

Descripción completa

Detalles Bibliográficos
Autores principales: Salminen, Liina, Braicu, Elena Ioana, Lääperi, Mitja, Jylhä, Antti, Oksa, Sinikka, Hietanen, Sakari, Sehouli, Jalid, Kulbe, Hagen, du Bois, Andreas, Mahner, Sven, Harter, Philipp, Carpén, Olli, Huhtinen, Kaisa, Hynninen, Johanna, Hilvo, Mika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8067677/
https://www.ncbi.nlm.nih.gov/pubmed/33917079
http://dx.doi.org/10.3390/cancers13081764
_version_ 1783682858438623232
author Salminen, Liina
Braicu, Elena Ioana
Lääperi, Mitja
Jylhä, Antti
Oksa, Sinikka
Hietanen, Sakari
Sehouli, Jalid
Kulbe, Hagen
du Bois, Andreas
Mahner, Sven
Harter, Philipp
Carpén, Olli
Huhtinen, Kaisa
Hynninen, Johanna
Hilvo, Mika
author_facet Salminen, Liina
Braicu, Elena Ioana
Lääperi, Mitja
Jylhä, Antti
Oksa, Sinikka
Hietanen, Sakari
Sehouli, Jalid
Kulbe, Hagen
du Bois, Andreas
Mahner, Sven
Harter, Philipp
Carpén, Olli
Huhtinen, Kaisa
Hynninen, Johanna
Hilvo, Mika
author_sort Salminen, Liina
collection PubMed
description SIMPLE SUMMARY: Most ovarian cancer patients initially show a response to primary treatments, but the development of refractory disease is a major problem. Currently, there are no blood-based prognostic biomarkers, and the prognosis of a patient is determined by the International Federation of Gynecology and Obstetrics (FIGO) stage and residual disease after cytoreductive surgery. In this study, we developed and validated a novel test based on the ratio of two circulatory lipids that enables the prognostic stratification of ovarian cancer patients at the time of diagnosis, prior to any oncological treatments. The translational relevance of this test is to find those patients with poor prognosis early on, and to identify patients that are at high risk of recurrence despite complete cytoreduction. Thus, the test enables the early direction of novel targeted therapies to those ovarian cancer patients at greatest risk of recurrence and death. ABSTRACT: Epithelial ovarian cancer (EOC) generally responds well to oncological treatments, but the eventual development of a refractory disease is a major clinical problem. Presently, there are no prognostic blood-based biomarkers for the stratification of EOC patients at the time of diagnosis. We set out to assess and validate the prognostic utility of a novel two-lipid signature, as the lipidome is known to be markedly aberrant in EOC patients. The study consisted of 499 women with histologically confirmed EOC that were prospectively recruited at the university hospitals in Turku (Finland) and Charité (Berlin, Germany). Lipidomic screening by tandem liquid chromatography–mass spectrometry (LC-MS/MS) was performed for all baseline serum samples of these patients, and additionally for 20 patients of the Turku cohort at various timepoints. A two-lipid signature, based on the ratio of the ceramide Cer(d18:1/18:0) and phosphatidylcholine PC(O-38:4), showed consistent prognostic performance in all investigated study cohorts. In the Turku cohort, the unadjusted hazard ratios (HRs) per standard deviation (SD) (95% confidence interval) were 1.79 (1.40, 2.29) for overall and 1.40 (1.14, 1.71) for progression-free survival. In a Charité cohort incorporating only stage III completely resected patients, the corresponding HRs were 1.59 (1.08, 2.35) and 1.53 (1.02, 2.30). In linear-mixed models predicting progression of the disease, the two-lipid signature showed higher performance (beta per SD increase 1.99 (1.38, 2.97)) than cancer antigen 125 (CA-125, 1.78 (1.13, 2.87)). The two-lipid signature was able to identify EOC patients with an especially poor prognosis at the time of diagnosis, and also showed promise for the detection of disease relapse.
format Online
Article
Text
id pubmed-8067677
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-80676772021-04-25 A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer Salminen, Liina Braicu, Elena Ioana Lääperi, Mitja Jylhä, Antti Oksa, Sinikka Hietanen, Sakari Sehouli, Jalid Kulbe, Hagen du Bois, Andreas Mahner, Sven Harter, Philipp Carpén, Olli Huhtinen, Kaisa Hynninen, Johanna Hilvo, Mika Cancers (Basel) Article SIMPLE SUMMARY: Most ovarian cancer patients initially show a response to primary treatments, but the development of refractory disease is a major problem. Currently, there are no blood-based prognostic biomarkers, and the prognosis of a patient is determined by the International Federation of Gynecology and Obstetrics (FIGO) stage and residual disease after cytoreductive surgery. In this study, we developed and validated a novel test based on the ratio of two circulatory lipids that enables the prognostic stratification of ovarian cancer patients at the time of diagnosis, prior to any oncological treatments. The translational relevance of this test is to find those patients with poor prognosis early on, and to identify patients that are at high risk of recurrence despite complete cytoreduction. Thus, the test enables the early direction of novel targeted therapies to those ovarian cancer patients at greatest risk of recurrence and death. ABSTRACT: Epithelial ovarian cancer (EOC) generally responds well to oncological treatments, but the eventual development of a refractory disease is a major clinical problem. Presently, there are no prognostic blood-based biomarkers for the stratification of EOC patients at the time of diagnosis. We set out to assess and validate the prognostic utility of a novel two-lipid signature, as the lipidome is known to be markedly aberrant in EOC patients. The study consisted of 499 women with histologically confirmed EOC that were prospectively recruited at the university hospitals in Turku (Finland) and Charité (Berlin, Germany). Lipidomic screening by tandem liquid chromatography–mass spectrometry (LC-MS/MS) was performed for all baseline serum samples of these patients, and additionally for 20 patients of the Turku cohort at various timepoints. A two-lipid signature, based on the ratio of the ceramide Cer(d18:1/18:0) and phosphatidylcholine PC(O-38:4), showed consistent prognostic performance in all investigated study cohorts. In the Turku cohort, the unadjusted hazard ratios (HRs) per standard deviation (SD) (95% confidence interval) were 1.79 (1.40, 2.29) for overall and 1.40 (1.14, 1.71) for progression-free survival. In a Charité cohort incorporating only stage III completely resected patients, the corresponding HRs were 1.59 (1.08, 2.35) and 1.53 (1.02, 2.30). In linear-mixed models predicting progression of the disease, the two-lipid signature showed higher performance (beta per SD increase 1.99 (1.38, 2.97)) than cancer antigen 125 (CA-125, 1.78 (1.13, 2.87)). The two-lipid signature was able to identify EOC patients with an especially poor prognosis at the time of diagnosis, and also showed promise for the detection of disease relapse. MDPI 2021-04-07 /pmc/articles/PMC8067677/ /pubmed/33917079 http://dx.doi.org/10.3390/cancers13081764 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Salminen, Liina
Braicu, Elena Ioana
Lääperi, Mitja
Jylhä, Antti
Oksa, Sinikka
Hietanen, Sakari
Sehouli, Jalid
Kulbe, Hagen
du Bois, Andreas
Mahner, Sven
Harter, Philipp
Carpén, Olli
Huhtinen, Kaisa
Hynninen, Johanna
Hilvo, Mika
A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer
title A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer
title_full A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer
title_fullStr A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer
title_full_unstemmed A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer
title_short A Novel Two-Lipid Signature Is a Strong and Independent Prognostic Factor in Ovarian Cancer
title_sort novel two-lipid signature is a strong and independent prognostic factor in ovarian cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8067677/
https://www.ncbi.nlm.nih.gov/pubmed/33917079
http://dx.doi.org/10.3390/cancers13081764
work_keys_str_mv AT salminenliina anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT braicuelenaioana anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT laaperimitja anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT jylhaantti anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT oksasinikka anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT hietanensakari anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT sehoulijalid anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT kulbehagen anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT duboisandreas anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT mahnersven anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT harterphilipp anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT carpenolli anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT huhtinenkaisa anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT hynninenjohanna anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT hilvomika anoveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT salminenliina noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT braicuelenaioana noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT laaperimitja noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT jylhaantti noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT oksasinikka noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT hietanensakari noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT sehoulijalid noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT kulbehagen noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT duboisandreas noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT mahnersven noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT harterphilipp noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT carpenolli noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT huhtinenkaisa noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT hynninenjohanna noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer
AT hilvomika noveltwolipidsignatureisastrongandindependentprognosticfactorinovariancancer