Validation of diagnostic nomograms based on CE-MS urinary biomarkers to detect clinically significant prostate cancer

被引:5
作者
Frantzi, Maria [1 ]
Heidegger, Isabel [2 ]
Roesch, Marie C. [3 ]
Gomez-Gomez, Enrique [4 ]
Steiner, Eberhard [2 ]
Vlahou, Antonia [5 ]
Mullen, William [6 ]
Guler, Ipek [7 ]
Merseburger, Axel S. [3 ]
Mischak, Harald [1 ,6 ]
Culig, Zoran [2 ]
机构
[1] Mosa Diagnost, Dept Biomarker Res, Hannover, Germany
[2] Med Univ Innsbruck, Dept Urol, Expt Urol, Anichstr 35, A-6020 Innsbruck, Austria
[3] Univ Hosp Schleswig Holstein, Dept Urol, Campus Lubeck, Lubeck, Germany
[4] Univ Cordoba UCO, Reina Sofia Univ Hosp, Maimonides Inst Biomed Res Cordoba IMIBIC, Urol Dept, Cordoba, Spain
[5] Acad Athens, Biomed Res Fdn, Syst Biol Ctr, Athens, Greece
[6] Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Lanark, Scotland
[7] Univ Leuven, Katholiek Univ KU Leuven, Leuven Biostat & Stat Bioinformat Ctr L BioStat, Leuven, Belgium
关键词
Prostate cancer aggressivity; Non-invasive urine biomarker; Capillary electrophoresis; Urinary peptide marker; SIOG GUIDELINES; LOCAL TREATMENT;
D O I
10.1007/s00345-022-04077-1
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Purpose Prostate cancer (PCa) is one of the most common cancers and one of the leading causes of death worldwide. Thus, one major issue in PCa research is to accurately distinguish between indolent and clinically significant (csPCa) to reduce overdiagnosis and overtreatment. In this study, we aim to validate the usefulness of diagnostic nomograms (DN) to detect csPCa, based on previously published urinary biomarkers. Methods Capillary electrophoresis/mass spectrometry was employed to validate a previously published biomarker model based on 19 urinary peptides specific for csPCa. Added value of the 19-biomarker (BM) model was assessed in diagnostic nomograms including prostate-specific antigen (PSA), PSA density and the risk calculator from the European Randomized Study of Screening. For this purpose, urine samples from 147 PCa patients were collected prior to prostate biopsy and before performing digital rectal examination (DRE). The 19-BM score was estimated via a support vector machine-based software based on the pre-defined cutoff criterion of - 0.07. DNs were subsequently developed to assess added value of integrative diagnostics. Results Independent validation of the 19-BM resulted in an 87% sensitivity and 65% specificity, with an AUC of 0.81, outperforming PSA (AUC (PSA): 0.64), PSA density (AUC (PSAD): 0.64) and ERSPC-3/4 risk calculator (0.67). Integration of 19-BM with the rest clinical variables into distinct DN, resulted in improved (AUC range: 0.82-0.88) but not significantly better performances over 19-BM alone. Conclusion 19-BM alone or upon integration with clinical variables into DN, might be useful for detecting csPCa by decreasing the number of biopsies.
引用
收藏
页码:2195 / 2203
页数:9
相关论文
共 27 条
[1]  
Alford Ashley V, 2017, Rev Urol, V19, P221, DOI 10.3909/riu0772
[2]   Biochemical outcome after radical prostatectomy, external beam radiation therapy, or interstitial radiation therapy for clinically localized prostate cancer [J].
D'Amico, AV ;
Whittington, R ;
Malkowicz, SB ;
Schultz, D ;
Blank, K ;
Broderick, GA ;
Tomaszewski, JE ;
Renshaw, AA ;
Kaplan, I ;
Beard, CJ ;
Wein, A .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1998, 280 (11) :969-974
[3]   Prostate MRI, with or without MRI-targeted biopsy, and systematic biopsy for detecting prostate cancer [J].
Drost, Frank-Jan H. ;
Osses, Daniel F. ;
Nieboer, Daan ;
Steyerberg, Ewout W. ;
Bangma, Chris H. ;
Roobol, Monique J. ;
Schoots, Ivo G. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2019, (04)
[4]   Prostate-Specific Antigen-Based Screening for Prostate Cancer Evidence Report and Systematic Review for the US Preventive Services Task Force [J].
Fenton, Joshua J. ;
Weyrich, Meghan S. ;
Durbin, Shauna ;
Liu, Yu ;
Bang, Heejung ;
Melnikow, Joy .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2018, 319 (18) :1914-1931
[5]   Noninvasive biomarkers to guide intervention: toward personalized patient management in prostate cancer [J].
Frantzi, Maria ;
Gomez-Gomez, Enrique ;
Mischak, Harald .
EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT, 2020, 5 (05) :383-400
[6]   CE-MS-based urinary biomarkers to distinguish non-significant from significant prostate cancer [J].
Frantzi, Maria ;
Gomez Gomez, Enrique ;
Blanca Pedregosa, Ana ;
Valero Rosa, Jose ;
Latosinska, Agnieszka ;
Culig, Zoran ;
Merseburger, Axel S. ;
Luque, Raul M. ;
Requena Tapia, Maria Jose ;
Mischak, Harald ;
Carrasco Valiente, Julia .
BRITISH JOURNAL OF CANCER, 2019, 120 (12) :1120-1128
[7]   Development and Validation of Urine-based Peptide Biomarker Panels for Detecting Bladder Cancer in a Multi-center Study [J].
Frantzi, Maria ;
van Kessel, Kim E. ;
Zwarthoff, Ellen C. ;
Marquez, Mirari ;
Rava, Marta ;
Malats, Nuria ;
Merseburger, Axel S. ;
Katafigiotis, Ioannis ;
Stravodimos, Konstantinos ;
Mullen, William ;
Zoidakis, Jerome ;
Makridakis, Manousos ;
Pejchinovski, Martin ;
Critselis, Elena ;
Lichtinghagen, Ralph ;
Brand, Korbinian ;
Dakna, Mohammed ;
Roubelakis, Maria G. ;
Theodorescu, Dan ;
Vlahou, Antonia ;
Mischak, Harald ;
Anagnou, Nicholas P. .
CLINICAL CANCER RESEARCH, 2016, 22 (16) :4077-4086
[8]   European Randomized Study of Screening for Prostate Cancer Risk Calculator: External Validation, Variability, and Clinical Significance [J].
Gomez-Gomez, Enrique ;
Carrasco-Valiente, Julia ;
Blanca-Pedregosa, Ana ;
Barco-Sanchez, Beatriz ;
Luis Fernandez-Rueda, Jose ;
Molina-Abril, Helena ;
Valero-Rosa, Jose ;
Font-Ugalde, Pilar ;
Jose Requena-Tapia, Maria .
UROLOGY, 2017, 102 :85-91
[9]   Extended 21-sample needle biopsy protocol for diagnosis of prostate cancer in 1000 consecutive patients [J].
Guichard, Guillaume ;
Larre, Stephane ;
Gallina, Andrea ;
Lazar, Adi ;
Faucon, Hugo ;
Chemama, Stephanie ;
Allory, Yves ;
Patard, Jean-Jacques ;
Vordos, Dimitri ;
Hoznek, Andras ;
Yiou, Rene ;
Salomon, Laurent ;
Abbou, Claude Clement ;
de la Taille, Alexandre .
EUROPEAN UROLOGY, 2007, 52 (02) :430-435
[10]   Age-Adjusted PSA Levels in Prostate Cancer Prediction: Updated Results of the Tyrol Prostate Cancer Early Detection Program [J].
Heidegger, Isabel ;
Fritz, Josef ;
Klocker, Helmut ;
Pichler, Renate ;
Bektic, Jasmin ;
Horninger, Wolfgang .
PLOS ONE, 2015, 10 (07)