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Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy
The aim of this study was to assess the predictive value of pre-biopsy blood-based markers in patients undergoing a fusion biopsy for suspicious prostate magnetic resonance imaging (MRI). We identified 365 consecutive patients who underwent MRI-targeted and systematic prostate biopsy for an MRI scor...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625876/ https://www.ncbi.nlm.nih.gov/pubmed/34834583 http://dx.doi.org/10.3390/jpm11111231 |
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author | Rajwa, Pawel Huebner, Nicolai A. Hostermann, Dadjar I. Grossmann, Nico C. Schuettfort, Victor M. Korn, Stephan Quhal, Fahad König, Frederik Mostafaei, Hadi Laukhtina, Ekaterina Mori, Keiichiro Motlagh, Reza Sari Yanagisawa, Takafumi Aydh, Abdulmajeed Bryniarski, Piotr Pradere, Benjamin Paradysz, Andrzej Baltzer, Pascal A. Grubmüller, Bernhard Shariat, Shahrokh F. |
author_facet | Rajwa, Pawel Huebner, Nicolai A. Hostermann, Dadjar I. Grossmann, Nico C. Schuettfort, Victor M. Korn, Stephan Quhal, Fahad König, Frederik Mostafaei, Hadi Laukhtina, Ekaterina Mori, Keiichiro Motlagh, Reza Sari Yanagisawa, Takafumi Aydh, Abdulmajeed Bryniarski, Piotr Pradere, Benjamin Paradysz, Andrzej Baltzer, Pascal A. Grubmüller, Bernhard Shariat, Shahrokh F. |
author_sort | Rajwa, Pawel |
collection | PubMed |
description | The aim of this study was to assess the predictive value of pre-biopsy blood-based markers in patients undergoing a fusion biopsy for suspicious prostate magnetic resonance imaging (MRI). We identified 365 consecutive patients who underwent MRI-targeted and systematic prostate biopsy for an MRI scored Prostate Imaging–Reporting and Data System Version (PI-RADS) ≥ 3. We evaluated the neutrophil/lymphocyte ratio (NLR), derived neutrophil/lymphocyte ratio (dNLR), platelet/lymphocyte ratio (PLR), systemic immune inflammation index (SII), lymphocyte/monocyte ratio (LMR,) de Ritis ratio, modified Glasgow Prognostic Score (mGPS), and prognostic nutrition index (PNI). Uni- and multivariable logistic models were used to analyze the association of the biomarkers with biopsy findings. The clinical benefits of biomarkers implemented in clinical decision-making were assessed using decision curve analysis (DCA). In total, 69% and 58% of patients were diagnosed with any prostate cancer and Gleason Grade (GG) ≥ 2, respectively. On multivariable analysis, only high dNLR (odds ratio (OR) 2.61, 95% confidence interval (CI) 1.23–5.56, p = 0.02) and low PNI (OR 0.48, 95% CI 0.26–0.88, p = 0.02) remained independent predictors for GG ≥ 2. The logistic regression models with biomarkers reached AUCs of 0.824–0.849 for GG ≥ 2. The addition of dNLR and PNI did not enhance the net benefit of a standard clinical model. Finally, we created the nomogram that may help guide biopsy avoidance in patients with suspicious MRI. In patients with PI-RADS ≥ 3 lesions undergoing MRI-targeted and systematic biopsy, a high dNLR and low PNI were associated with unfavorable biopsy outcomes. Pre-biopsy blood-based biomarkers did not, however, significantly improve the discriminatory power and failed to add a clinical benefit beyond standard clinical factors. |
format | Online Article Text |
id | pubmed-8625876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86258762021-11-27 Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy Rajwa, Pawel Huebner, Nicolai A. Hostermann, Dadjar I. Grossmann, Nico C. Schuettfort, Victor M. Korn, Stephan Quhal, Fahad König, Frederik Mostafaei, Hadi Laukhtina, Ekaterina Mori, Keiichiro Motlagh, Reza Sari Yanagisawa, Takafumi Aydh, Abdulmajeed Bryniarski, Piotr Pradere, Benjamin Paradysz, Andrzej Baltzer, Pascal A. Grubmüller, Bernhard Shariat, Shahrokh F. J Pers Med Article The aim of this study was to assess the predictive value of pre-biopsy blood-based markers in patients undergoing a fusion biopsy for suspicious prostate magnetic resonance imaging (MRI). We identified 365 consecutive patients who underwent MRI-targeted and systematic prostate biopsy for an MRI scored Prostate Imaging–Reporting and Data System Version (PI-RADS) ≥ 3. We evaluated the neutrophil/lymphocyte ratio (NLR), derived neutrophil/lymphocyte ratio (dNLR), platelet/lymphocyte ratio (PLR), systemic immune inflammation index (SII), lymphocyte/monocyte ratio (LMR,) de Ritis ratio, modified Glasgow Prognostic Score (mGPS), and prognostic nutrition index (PNI). Uni- and multivariable logistic models were used to analyze the association of the biomarkers with biopsy findings. The clinical benefits of biomarkers implemented in clinical decision-making were assessed using decision curve analysis (DCA). In total, 69% and 58% of patients were diagnosed with any prostate cancer and Gleason Grade (GG) ≥ 2, respectively. On multivariable analysis, only high dNLR (odds ratio (OR) 2.61, 95% confidence interval (CI) 1.23–5.56, p = 0.02) and low PNI (OR 0.48, 95% CI 0.26–0.88, p = 0.02) remained independent predictors for GG ≥ 2. The logistic regression models with biomarkers reached AUCs of 0.824–0.849 for GG ≥ 2. The addition of dNLR and PNI did not enhance the net benefit of a standard clinical model. Finally, we created the nomogram that may help guide biopsy avoidance in patients with suspicious MRI. In patients with PI-RADS ≥ 3 lesions undergoing MRI-targeted and systematic biopsy, a high dNLR and low PNI were associated with unfavorable biopsy outcomes. Pre-biopsy blood-based biomarkers did not, however, significantly improve the discriminatory power and failed to add a clinical benefit beyond standard clinical factors. MDPI 2021-11-19 /pmc/articles/PMC8625876/ /pubmed/34834583 http://dx.doi.org/10.3390/jpm11111231 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 Rajwa, Pawel Huebner, Nicolai A. Hostermann, Dadjar I. Grossmann, Nico C. Schuettfort, Victor M. Korn, Stephan Quhal, Fahad König, Frederik Mostafaei, Hadi Laukhtina, Ekaterina Mori, Keiichiro Motlagh, Reza Sari Yanagisawa, Takafumi Aydh, Abdulmajeed Bryniarski, Piotr Pradere, Benjamin Paradysz, Andrzej Baltzer, Pascal A. Grubmüller, Bernhard Shariat, Shahrokh F. Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy |
title | Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy |
title_full | Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy |
title_fullStr | Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy |
title_full_unstemmed | Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy |
title_short | Evaluation of the Predictive Role of Blood-Based Biomarkers in the Context of Suspicious Prostate MRI in Patients Undergoing Prostate Biopsy |
title_sort | evaluation of the predictive role of blood-based biomarkers in the context of suspicious prostate mri in patients undergoing prostate biopsy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625876/ https://www.ncbi.nlm.nih.gov/pubmed/34834583 http://dx.doi.org/10.3390/jpm11111231 |
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