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Predicting the risk of harboring high-grade disease for patients diagnosed with prostate cancer scored as Gleason ≤ 6 on biopsy cores

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Abstract

Purpose

Biopsy and final pathological Gleason score (GS) are inconstantly correlated with each other. The aim of the current study was to develop and validate a predictive score to screen patients diagnosed with a biopsy GS ≤ 6 prostate cancer (PCa) at risk of GS upgrading.

Methods

Clinical and pathological data of 1,179 patients managed with radical prostatectomy for a biopsy GS ≤ 6, clinical stage ≤ T2b and preoperative PSA ≤ 20 ng/ml PCa were collected. The population study was randomly split into a development (n = 822) and a validation (n = 357) cohort. A prognostic score was established using the independent factors related to GS upgrading identified in multivariate analysis. The cutoff value derived from the area under the receiver operating characteristic curve of the score.

Results

After RP, the rate of GS upgrading was 56.7 %. In multivariate analysis, length of cancer per core > 5 mm (OR 2.938; p < 0.001), PSA level > 15 ng/ml (OR 2.365; p = 0.01), age > 70 (OR 1.746; p = 0.016), number of biopsy cores > 12 (OR 0.696; p = 0.041) and prostate weight > 50 g (OR 0.656; CI; p < 0.007) were independent predictive factors of GS upgrading. A score ranged between −4 and 12 with a cutoff value of 2 was established. In the development cohort, the accuracy of predictive score was 63.7 % and the positive predictive value was 71.2 %. Results were confirmed in the validation cohort.

Conclusion

This predictive tool might be used to screen patients initially diagnosed with low-grade PCa but harboring occult high-grade disease.

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References

  1. Rubin MA, Bismar TA, Curtis S, Montie JE (2004) Prostate needle biopsy reporting: how are the surgical members of the Society of Urologic Oncology using pathology reports to guide treatment of prostate cancer patients? Am J Surg 28:946–952

    Google Scholar 

  2. Freedland SJ, Kane CJ, Amling CL, Aronson WJ, Terris MK, Presti JC Jr (2007) Upgrading and downgrading of prostate needle biopsy specimens: risk factors and clinical implications. Urology 69:495–499

    Article  PubMed Central  PubMed  Google Scholar 

  3. Pinthus JH, Witkos M, Fleshner NE, Fleshner NE, Sweet J, Evans A, Jewett MA, Krahn M, Alibhai S, Trachtenberg J (2006) Prostate cancers scored as Gleason 6 on prostate biopsy are frequently Gleason 7 tumors at radical prostatectomy: implication on outcome. J Urol 176:979–984

    Article  PubMed  Google Scholar 

  4. King CR, McNeal JE, Gill H, Presti JC Jr (2004) Extended prostate biopsy scheme improves reliability of Gleason grading: implications for radiotherapy patients. Int J Radiat Oncol Biol Phys 59:386–391

    Article  PubMed  Google Scholar 

  5. Bostwick DG (1994) Grading prostate cancer. Am J Clin Pathol 102:S38

    CAS  PubMed  Google Scholar 

  6. Moussa A, Li J, Soriano M, Klein EA, Dong F, Jones JS (2009) Prostate biopsy clinical and pathological variables that predict significant grading changes in patients with intermediate and high grade prostate cancer. BJU Int 103:42–48

    Article  Google Scholar 

  7. Kassouf W, Nakanishi H, Ochiai A, Babaian KN, Troncoso P, Babaian RJ (2007) Effect of prostate volume on tumor grade in patients undergoing radical prostatectomy in the era of extended prostate biopsies. J Urol 178:111–114

    Article  PubMed  Google Scholar 

  8. Chun FK, Steuber T, Erbersdobler A, Currlin E, Walz J, Schlomm T, Haese A, Heinzer H, McCormack M, Huland H, Graefen M, Karakiewicz PI (2006) Development and internal validation of a nomogram predicting the probability of prostate cancer Gleason sum upgrading between biopsy and radical prostatectomy pathology. Eur Urol 49:820–826

    Article  PubMed  Google Scholar 

  9. Kulkarni GS, Lockwood G, Evans A, Toi A, Trachtenberg J, Jewett MA, Finelli A, Fleshner NE (2007) Clinical predictors of Gleason score upgrading: implications for patients considering watchful waiting, active surveillance, or brachytherapy. Cancer 109:2432–2438

    Article  PubMed  Google Scholar 

  10. Moussa AS, Kattan MW, Berglund R, Yu C, Fareed K, Jones JS (2010) A nomogram for predicting upgrading in patients with low- and intermediate-grade prostate cancer in the era of extended prostate sampling. BJU Int 105:352–358

    Article  PubMed  Google Scholar 

  11. Capitanio U, Karakiewicz PI, Valiquette L, Perrotte P, Jeldres C, Briganti A, Gallina A, Suardi N, Cestari A, Guazzoni G, Salonia A, Montorsi F (2009) Biopsy core number represents 1 of foremost predictors of clinically significant Gleason sum upgrading in patients with low-risk prostate cancer. Urology 73:1087–1091

    Article  PubMed  Google Scholar 

  12. Stamey TA, McNeal JE, Freiha FS, Redwine E (1988) Morphometric and clinical studies on 68 consecutive radical prostatectomies. J Urol 139:1235–1241

    CAS  PubMed  Google Scholar 

  13. Epstein JI, Allsbrook WC Jr, Amin MB, Egevad LL (2005) ISUP Grading Committee. The 2005 International Society of Urological Pathology (ISUP) Consensus Conference on Gleason Grading of Prostatic carcinoma. Am J Surg Pathol 29:1228–42

  14. Chun FK, Briganti A, Shariat SF, Graefen M, Montorsi F, Erbersdobler A, Steuber T, Salonia A, Currlin E, Scattoni V, Friedrich MG, Schlomm T, Haese A, Michl U, Colombo R, Heinzer H, Valiquette L, Rigatti P, Roehrborn CG, Huland H, Karakiewicz PI (2006) Significant upgrading affects a third of men diagnosed with prostate cancer: predictive nomogram and internal validation. BJU Int 98:329–334

    Article  PubMed  Google Scholar 

  15. Cohen MS, Hanley RS, Kurteva T, Graefen M, Montorsi F, Erbersdobler A, Steuber T, Salonia A, Currlin E, Scattoni V, Friedrich MG, Schlomm T, Haese A, Michl U, Colombo R, Heinzer H, Valiquette L, Rigatti P, Roehrborn CG, Huland H, Karakiewicz PI (2008) Comparing the Gleason prostate biopsy and Gleason prostatectomy grading system: the Lahey Clinic Medical Center experience and an international meta-analysis. Eur Urol 54:371–381

    Article  PubMed  Google Scholar 

  16. Melia J, Moseley R, Ball RY, Griffiths DF, Grigor K, Harnden P, Jarmulowicz M, McWilliam LJ, Montironi R, Waller M, Moss S, Parkinson MC (2006) A UK-based investigation of inter- and intra-observer reproducibility of Gleason grading of prostatic biopsies. Histopathology 48:644–654

    Article  CAS  PubMed  Google Scholar 

  17. Ozdamar SO, Sarikaya S, Yildiz L, Atilla MK, Kandemir B, Yildiz S (1996) Intraobserver and interobserver reproducibility of WHO and Gleason histologic grading systems in prostatic adenocarcinomas. Int Urol Nephrol 28:73–77

    Article  PubMed  Google Scholar 

  18. Cintra ML, Billis A (1991) Histologic grading of prostatic adenocarcinoma: intraobserver reproducibility of the Mostofi, Gleason and Bocking grading systems. Int Urol Nephrol 23:449–454

    Article  CAS  PubMed  Google Scholar 

  19. Carlson GD, Calvanese CB, Kahane H, Epstein JI (1998) Accuracy of biopsy Gleason scores from a large uropathology laboratory: use of a diagnostic protocol to minimize observer variability. Urology 51:525–529

    Article  CAS  PubMed  Google Scholar 

  20. Richstone L, Bianco FJ, Shah HH, Kattan MW, Eastham JA, Scardino PT, Scherr DS (2008) Radical prostatectomy in men aged ≥ 70 years: effect of age on upgrading, upstaging, and the accuracy of a preoperative nomogram. BJU Int 101:541–546

    Article  PubMed  Google Scholar 

  21. Bright E, Manuel C, Goddard JC, Kahn MA (2010) Incidence and variables predicting Gleason score upgrading between transrectal ultrasound guided prostate biopsies and radical prostatectomy. Urol Int 84:180–184

    Article  PubMed  Google Scholar 

  22. D’Amico AV, Renshaw AA, Arsenault L, Schultz D, Richie JP (1999) Clinical predictors of upgrading to Gleason grade 4 or 5 disease at radical prostatectomy: potential implications for patient selection for radiation and androgen suppression therapy. Int J Radiat Oncol Biol Phys 45:841–846

    Article  PubMed  Google Scholar 

  23. Freedland JS, Isaacs WB, Platz EA, Terris MK, Aronson WJ, Amling CL, Presti JC Jr, Kane CJ (2005) Prostate size and risk of high-grade, advanced prostate cancer and biochemical progression after radical prostatectomy: a search database study. J Clin Oncol 23:7546–7554

    Article  PubMed  Google Scholar 

  24. Kulkarni GS, Al-Azab R, Lockwood G, Toi A, Evans A, Trachtenberg J, Jewett MA, Finelli A, Fleshner NE (2006) Evidence for a biopsy derived grade artifact among larger prostate glands. J Urol 175:505–509

    Article  PubMed  Google Scholar 

  25. Miam BM, Lehr DJ, Moore CK (2006) Role of prostate biopsy schemes in accurate prediction of Gleason scores. Urology 67:379–383

    Article  Google Scholar 

  26. San Francisco IF, DeWolf WC, Rosen S, Upton M, Olumi AF (2003) Extended prostate needle biopsy improves concordance of Gleason grading between prostate needle biopsy and radical prostatectomy. J Urol 169:136–140

    Article  PubMed  Google Scholar 

  27. Ploussard G, Xylinas E, Salomon L, Allory Y, Vordos D, Hoznek A, Abbou CC, de la Taille A (2009) The role of biopsy core number in selecting prostate cancer patients for active surveillance. Eur Urol 56:891–898

    Article  PubMed  Google Scholar 

  28. Numao N, Kawakami S, Yokoyama M, Yonese J, Arisawa C, Ishikawa Y, Ando M, Fukui I, Kihara K (2007) Improved accuracy in predicting the presence of Gleason pattern 4/5 prostate cancer by three-dimensional 26-core systematic biopsy. Eur Urol 52:1663–1668

    Article  PubMed  Google Scholar 

  29. Steinberg DM, Sauvageot J, Piantadosi S, Epstein JI (1997) Correlation of prostate needle biopsy and radical prostatectomy Gleason grade in academic and community settings. Am J Surg Pathol 21:566–576

    Article  CAS  PubMed  Google Scholar 

  30. Iremashvili V, Manoharan M, Pelaez L, Rosenberg DL, Soloway MS (2012) Clinically significant Gleason score sum upgrade: external validation and head to head comparison of the existing nomograms. Cancer 118:378–385

    Article  PubMed  Google Scholar 

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The authors declare that they have no conflict of interest.

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Correspondence to Thomas Seisen.

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Seisen, T., Roudot-Thoraval, F., Bosset, P.O. et al. Predicting the risk of harboring high-grade disease for patients diagnosed with prostate cancer scored as Gleason ≤ 6 on biopsy cores. World J Urol 33, 787–792 (2015). https://doi.org/10.1007/s00345-014-1348-8

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  • DOI: https://doi.org/10.1007/s00345-014-1348-8

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