Physical Inactivity, Metabolic Syndrome and Prostate Cancer Diagnosis: Development of a Predicting Nomogram

被引:8
作者
De Nunzio, Cosimo [1 ]
Brassetti, Aldo [2 ]
Cancrini, Fabiana [1 ]
Prata, Francesco [2 ]
Cindolo, Luca [3 ]
Sountoulides, Petros [4 ]
Toutziaris, Chrysovalantis [5 ]
Gacci, Mauro [6 ]
Lombardo, Riccardo [1 ]
Cicione, Antonio [1 ]
Tema, Giorgia [1 ]
Schips, Luigi [3 ]
Simone, Giuseppe [2 ]
Serni, Sergio [6 ]
Tubaro, Andrea [1 ]
机构
[1] Sapienza Univ Rome, St Andrea Hosp, Dept Urol, Via Grottarossa 1035, I-00189 Rome, Italy
[2] IRCCS Regina Elena Natl Canc Inst, Dept Urol, Via Elio Chianesi 53, I-00144 Rome, Italy
[3] Padre Pio Pietrelcina Hosp, Dept Urol, Via S Camillo Lellis, I-66054 Vasto, Italy
[4] Gen Hosp Veria, Dept Urol, Veria 59132, Greece
[5] Aristotle Univ Thessaloniki, Dept Urol, Thessaloniki 54124, Greece
[6] Univ Florence, Careggi Hosp, Dept Urol, Largo Brambila 3, I-50134 Florence, Italy
关键词
high-grade tumor; metabolic syndrome; nomogram; physical activity; prostate cancer; ANTIGEN DENSITY; GRADING SYSTEM; ACTIVITY SCALE; ELDERLY PASE; RISK-FACTORS; MEN; TESTOSTERONE; PROGRESSION; METAANALYSIS; ASSOCIATION;
D O I
10.3390/metabo13010111
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Insufficient physical activity (PA) may be a shared risk factor for the development of both metabolic syndrome (MetS) and prostate cancer (PCa). To investigate this correlation and to develop a nomogram able to predict tumor diagnosis. Between 2016 and 2018, a consecutive series of men who underwent prostate biopsy at three institutions were prospectively enrolled. PA was self-assessed by patients through the Physical Activity Scale for the Elderly (PASE) questionnaire; MetS was assessed according to Adult Treatment Panel III criteria. A logistic regression analyses was used to identify predictors of PCa diagnosis and high-grade disease (defined as International Society of Uro-Pathology grade >2 tumors). A nomogram was then computed to estimate the risk of tumor diagnosis. A total of 291 patients were enrolled; 17.5% of them (n = 51) presented with MetS. PCa was diagnosed in 110 (38%) patients overall while 51 presented high-grade disease. At multivariable analysis, age (OR 1.04; 95%CI: 1.00-1.08; p = 0.048), prostate volume (PV) (OR 0.98; 95%CI: 0.79-0.99; p = 0.004), suspicious digital rectal examination (OR 2.35; 95%CI: 1.11-4.98; p = 0.02), total PSA value (OR 1.12; 95%CI: 1.05-1.2; p < 0.001), and PASE score (OR 0.99; 95%CI: 0.98-0.99; p = 0.01) were independent predictors of tumor diagnosis. The latter two also predicted high-grade PCa. MetS was not associated with PCa diagnosis and aggressiveness. The novel nomogram displayed fair discrimination for PCa diagnosis (AUC = 0.76), adequate calibration (p > 0.05) and provided a net benefit in the range of probabilities between 20% and 90%. reduced PA was associated with an increased risk of PCa diagnosis and high-grade disease. Our nomogram could improve the selection of patients scheduled for prostate biopsy at increased risk of PCa.
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页数:9
相关论文
共 60 条
[1]  
Aoun Fouad, 2016, Asian Pac J Cancer Prev, V17, P1
[2]   Physical activity in relation to risk of prostate cancer: a systematic review and meta-analysis [J].
Benke, I. N. ;
Leitzmann, M. F. ;
Behrens, G. ;
Schmid, D. .
ANNALS OF ONCOLOGY, 2018, 29 (05) :1154-1179
[3]   Physical activity decreases the risk of cancer reclassification in patients on active surveillance: a multicenter retrospective study [J].
Brassetti, Aldo ;
Ferriero, Mariaconsiglia ;
Napodano, Giorgio ;
Sanseverino, Roberto ;
Badenchini, Fabio ;
Tuderti, Gabriele ;
Anceschi, Umberto ;
Bove, Alfredo ;
Misuraca, Leonardo ;
Mastroianni, Riccardo ;
Proietti, Flavia ;
Gallucci, Michele ;
Simone, Giuseppe .
PROSTATE CANCER AND PROSTATIC DISEASES, 2021, 24 (04) :1151-1157
[4]   Re: Brassetti et al.: Prostate-specific Antigen Density Is a Good Predictor of Upstaging and Upgrading, According to the New Grading System: The Keys We Are Seeking May Be Already in Our Pocket (Urology 2018;111:129-136) Reply [J].
Brassetti, Aldo ;
D'Elia, Gianluca .
UROLOGY, 2018, 115 :189-189
[5]   Prostate-specific Antigen Density Is a Good Predictor of Upstaging and Upgrading, According to the New Grading System: The Keys We Are Seeking May Be Already in Our Pocket [J].
Brassetti, Aldo ;
Lombardo, Riccardo ;
Emiliozzi, Paolo ;
Cardi, Antonio ;
Antonio, De Vico ;
Antonio, Iannello ;
Aldo, Scapellato ;
Tommaso, Riga ;
Alberto, Pansadoro ;
Gianluca, D'Elia .
UROLOGY, 2018, 111 :129-134
[6]   Latest Evidence on the Impact of Smoking, Sports, and Sexual Activity as Modifiable Lifestyle Risk Factors for Prostate Cancer Incidence, Recurrence, and Progression: A Systematic Review of the Literature by the European Association of Urology Section of Oncological Urology (ESOU) [J].
Brookman-May, Sabine D. ;
Campi, Riccardo ;
Henriquez, Jose D. S. ;
Klatte, Tobias ;
Langenhuijsen, Johan F. ;
Brausi, Maurizio ;
Linares-Espinos, Estefania ;
Volpe, Alessandro ;
Marszalek, Martin ;
Akdogan, Bulent ;
Roll, Christina ;
Stief, Christian G. ;
Rodriguez-Faba, Oscar ;
Minervini, Andrea .
EUROPEAN UROLOGY FOCUS, 2019, 5 (05) :756-787
[7]   Prostate cancer nomograms: An update [J].
Chun, Felix K. -H. ;
Karakiewicz, Pierre I. ;
Briganti, Alberto ;
Gallina, Andrea ;
Kattan, Michael W. ;
Montorsi, Francesco ;
Huland, Hartwig ;
Graefen, Markus .
EUROPEAN UROLOGY, 2006, 50 (05) :914-926
[8]   Metabolic Syndrome and Physical Inactivity May Be Shared Etiological Agents of Prostate Cancer and Coronary Heart Diseases [J].
Cicione, Antonio ;
Brassetti, Aldo ;
Lombardo, Riccardo ;
Franco, Antonio ;
Turchi, Beatrice ;
D'Annunzio, Simone ;
Nacchia, Antonio ;
Tubaro, Andrea ;
Simone, Giuseppe ;
De Nunzio, Cosimo .
CANCERS, 2022, 14 (04)
[9]   Executive summary of the Third Report of the National Cholesterol Education Program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) [J].
Cleeman, JI ;
Grundy, SM ;
Becker, D ;
Clark, LT ;
Cooper, RS ;
Denke, MA ;
Howard, WJ ;
Hunninghake, DB ;
Illingworth, DR ;
Luepker, RV ;
McBride, P ;
McKenney, JM ;
Pasternak, RC ;
Stone, NJ ;
Van Horn, L ;
Brewer, HB ;
Ernst, ND ;
Gordon, D ;
Levy, D ;
Rifkind, B ;
Rossouw, JE ;
Savage, P ;
Haffner, SM ;
Orloff, DG ;
Proschan, MA ;
Schwartz, JS ;
Sempos, CT ;
Shero, ST ;
Murray, EZ .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (19) :2486-2497
[10]   Metabolic syndrome increases the risk of upgrading and upstaging in patients with prostate cancer on biopsy: a radical prostatectomy multicenter cohort study [J].
Cosimo, De Nunzio ;
Aldo, Brassetti ;
Giuseppe, Simone ;
Riccardo, Lombardo ;
Riccardo, Mastroianni ;
Devis, Collura ;
Giovanni, Muto ;
Michele, Gallucci ;
Andrea, Tubaro .
PROSTATE CANCER AND PROSTATIC DISEASES, 2018, 21 (03) :438-445