Background: The aim of this study was to evaluate the accuracy of a new scoring system in Korean patients with hematuria at high risk of bladder cancer. Materials and Methods: A total of 319 consecutive patients presenting with painless hematuria without a history of bladder cancer were analyzed, from the period of August 2012 to February 2014. All patients underwent clinical examination, and 22 patients with incomplete data were excluded from the final validation data set. The scoring system included four clinical parameters: age (>= 50 = 2 vs. <50 = 1), gender (male = 2 vs. female = 1), history of smoking (smoker/ex-smoker = 4 vs. non-smoker = 2) and nature of the hematuria (gross = 6 vs. microscopic = 2). Results: The area under the receiver-operating characteristic curve (95% confidence interval) of the scoring system was 0.718 (0.655-0.777). The calibration plot demonstrated a slight underestimation of bladder cancer probability, but the model had reasonable calibration. Decision curve analysis revealed that the use of model was associated with net benefit gains over the treat-all strategy. The scoring system performed well across a wide range of threshold probabilities (15%-45%). Conclusions: The scoring system developed is a highly accurate predictive tool for patients with hematuria. Although further improvements are needed, utilization of this system may assist primary care physicians and other healthcare practitioners in determining a patient's risk of bladder cancer.
机构:
Univ Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Univ Penn, Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Barnhart, Kurt T.
Sammel, Mary D.
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Univ Penn, Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Sammel, Mary D.
Takacs, Peter
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Univ Miami, Sch Med, Dept Obstet & Gynecol, Miami, FL 33101 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Takacs, Peter
Chung, Karine
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Univ So Calif, Dept Obstet & Gynecol, Los Angeles, CA 90089 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Chung, Karine
Morse, Christopher B.
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机构:Univ Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Morse, Christopher B.
O'Brien, Katherine O'Flynn
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Univ Penn, Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
O'Brien, Katherine O'Flynn
Allen-Taylor, Lynne
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Univ Penn, Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA
Allen-Taylor, Lynne
Shaunik, Alka
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Univ Penn, Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USAUniv Penn, Med Ctr, Reprod Res Unit, Dept Obstet & Gynecol,Sch Med, Philadelphia, PA 19104 USA