Development and validation of a nomogram for urothelial cancer in patients with chronic kidney disease

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作者
Che-Yi Chou
Kuo-Hsiung Shu
Hung-Chun Chen
Ming-Chang Wang
Chia-Chu Chang
Bang-Gee Hsu
Tzen-Wen Chen
Chien-Lung Chen
Chiu-Ching Huang
机构
[1] China Medical University and Hospitals,Division of Nephrology and Kidney Institute
[2] Asia University Hospital,Division of Nephrology
[3] Asia University,Department of Post
[4] Taichung Veterans General Hospital,baccalaureate Veterinary Medicine
[5] Kaohsiung Medical University,Division of Nephrology
[6] Cheng Kung University Hospital,Division of Nephrology
[7] Changhua Christian Hospital,Division of Nephrology
[8] Buddhist Tzu Chi General Hospital,Division of Nephrology
[9] Taipei Medical University,Division of Nephrology
[10] Landseed Hospital,Division of Nephrology
[11] China Medical University and Hospital,Division of Nephrology
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Urothelial cancer (UC) is a common kidney cancer in Taiwan and patients with chronic kidney disease (CKD) are more at risk for UC than the general population. The diagnostic value of urine analysis and urine cytology is limited, especially in CKD patients. The aim of the study is to develop a nomogram to predict the risk of UC in CKD patients. We enrolled 169 UC patients and 1383 CKD patients from 9 hospitals in Taiwan between 2012 and 2015. CA125, HE4, clinical characteristics, and medical history were analyzed using multivariable logistic regression for its association with UC. A nomogram was developed to predict the risk of UC and was validated using Bootstrap. CA125 was associated with UC in CKD patients (OR: 5.91, 95% CI: 3.24–10.77) but HE4 was not (OR: 1.29, 95% CI: 0.67–2.35). A nomogram based on patients’ age, estimated glomerular filtration rate, CA125 (log transformed), smoking, exposure of environmental toxin, use of nonsteroid anti-inflammatory drugs, and use of traditional Chinese medicine was conducted. The AUC of the nomogram was 0.90 (95% CI: 0.86–0.92, p < 0.01). Serum CA125 may identify UC patients from CKD patients but has limited diagnostic value due to low sensitivity. The diagnostic value of serum CA125 level can be improved by the combination with clinical characteristics including age, renal function, and medical history.
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