Cargando…

A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature

Within five to ten years after radical prostatectomy (RP), approximately 15–34% of prostate cancer (PCa) patients experience biochemical recurrence (BCR), which is defined as recurrence of serum levels of prostate-specific antigen >0.2 µg/L, indicating probable cancer recurrence. Models using cli...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Zhongwei, Weickmann, Sabine, Jung, Monika, Lein, Michael, Kilic, Ergin, Stephan, Carsten, Erbersdobler, Andreas, Fendler, Annika, Jung, Klaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826532/
https://www.ncbi.nlm.nih.gov/pubmed/31640261
http://dx.doi.org/10.3390/cancers11101603
_version_ 1783465108205207552
author Zhao, Zhongwei
Weickmann, Sabine
Jung, Monika
Lein, Michael
Kilic, Ergin
Stephan, Carsten
Erbersdobler, Andreas
Fendler, Annika
Jung, Klaus
author_facet Zhao, Zhongwei
Weickmann, Sabine
Jung, Monika
Lein, Michael
Kilic, Ergin
Stephan, Carsten
Erbersdobler, Andreas
Fendler, Annika
Jung, Klaus
author_sort Zhao, Zhongwei
collection PubMed
description Within five to ten years after radical prostatectomy (RP), approximately 15–34% of prostate cancer (PCa) patients experience biochemical recurrence (BCR), which is defined as recurrence of serum levels of prostate-specific antigen >0.2 µg/L, indicating probable cancer recurrence. Models using clinicopathological variables for predicting this risk for patients lack accuracy. There is hope that new molecular biomarkers, like microRNAs (miRNAs), could be potential candidates to improve risk prediction. Therefore, we evaluated the BCR prognostic capability of 20 miRNAs, which were selected by a systematic literature review. MiRNA expressions were measured in formalin-fixed, paraffin-embedded (FFPE) tissue RP samples of 206 PCa patients by RT-qPCR. Univariate and multivariate Cox regression analyses were performed, to assess the independent prognostic potential of miRNAs. Internal validation was performed, using bootstrapping and the split-sample method. Five miRNAs (miR-30c-5p/31-5p/141-3p/148a-3p/miR-221-3p) were finally validated as independent prognostic biomarkers. Their prognostic ability and accuracy were evaluated using C-statistics of the obtained prognostic indices in the Cox regression, time-dependent receiver-operating characteristics, and decision curve analyses. Models of miRNAs, combined with relevant clinicopathological factors, were built. The five-miRNA-panel outperformed clinically established BCR scoring systems, while their combination significantly improved predictive power, based on clinicopathological factors alone. We conclude that this miRNA-based-predictor panel will be worth to be including in future studies.
format Online
Article
Text
id pubmed-6826532
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-68265322019-11-18 A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature Zhao, Zhongwei Weickmann, Sabine Jung, Monika Lein, Michael Kilic, Ergin Stephan, Carsten Erbersdobler, Andreas Fendler, Annika Jung, Klaus Cancers (Basel) Article Within five to ten years after radical prostatectomy (RP), approximately 15–34% of prostate cancer (PCa) patients experience biochemical recurrence (BCR), which is defined as recurrence of serum levels of prostate-specific antigen >0.2 µg/L, indicating probable cancer recurrence. Models using clinicopathological variables for predicting this risk for patients lack accuracy. There is hope that new molecular biomarkers, like microRNAs (miRNAs), could be potential candidates to improve risk prediction. Therefore, we evaluated the BCR prognostic capability of 20 miRNAs, which were selected by a systematic literature review. MiRNA expressions were measured in formalin-fixed, paraffin-embedded (FFPE) tissue RP samples of 206 PCa patients by RT-qPCR. Univariate and multivariate Cox regression analyses were performed, to assess the independent prognostic potential of miRNAs. Internal validation was performed, using bootstrapping and the split-sample method. Five miRNAs (miR-30c-5p/31-5p/141-3p/148a-3p/miR-221-3p) were finally validated as independent prognostic biomarkers. Their prognostic ability and accuracy were evaluated using C-statistics of the obtained prognostic indices in the Cox regression, time-dependent receiver-operating characteristics, and decision curve analyses. Models of miRNAs, combined with relevant clinicopathological factors, were built. The five-miRNA-panel outperformed clinically established BCR scoring systems, while their combination significantly improved predictive power, based on clinicopathological factors alone. We conclude that this miRNA-based-predictor panel will be worth to be including in future studies. MDPI 2019-10-21 /pmc/articles/PMC6826532/ /pubmed/31640261 http://dx.doi.org/10.3390/cancers11101603 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhao, Zhongwei
Weickmann, Sabine
Jung, Monika
Lein, Michael
Kilic, Ergin
Stephan, Carsten
Erbersdobler, Andreas
Fendler, Annika
Jung, Klaus
A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature
title A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature
title_full A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature
title_fullStr A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature
title_full_unstemmed A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature
title_short A Novel Predictor Tool of Biochemical Recurrence after Radical Prostatectomy Based on a Five-MicroRNA Tissue Signature
title_sort novel predictor tool of biochemical recurrence after radical prostatectomy based on a five-microrna tissue signature
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826532/
https://www.ncbi.nlm.nih.gov/pubmed/31640261
http://dx.doi.org/10.3390/cancers11101603
work_keys_str_mv AT zhaozhongwei anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT weickmannsabine anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT jungmonika anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT leinmichael anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT kilicergin anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT stephancarsten anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT erbersdoblerandreas anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT fendlerannika anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT jungklaus anovelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT zhaozhongwei novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT weickmannsabine novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT jungmonika novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT leinmichael novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT kilicergin novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT stephancarsten novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT erbersdoblerandreas novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT fendlerannika novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature
AT jungklaus novelpredictortoolofbiochemicalrecurrenceafterradicalprostatectomybasedonafivemicrornatissuesignature