ArticleMedicine2019
Development and validation of a SEER-based prognostic nomogram for patients with bone metastatic prostate cancer.
Article in Medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Nomograms predicting prognosis for locally advanced hypopharyngeal squamous cell carcinoma.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2022Trial
- Development and validation of a prognostic nomogram for adult patients with renal sarcoma: A retrospective study based on the SEER database.Frontiers in public health · 2022Trial
- Interpretable machine-learning risk stratification at the time of diagnosis for 3-year mortality inFrontiers in oncology · 2026Article
- Interpretable machine learning models for survival prediction in prostate cancer bone metastases.Scientific reports · 2025Article
- Machine learning model for predicting hepatitis C seroconversion in methadone maintenance patients in China.BMJ public health · 2025Article
- Prognostic nomogram to predict cancer-specific survival with small-cell carcinoma of the prostate: a multi-institutional study.Frontiers in oncology · 2024Article
- Development and external validation of a novel prognostic nomogram for overall survival in prostate cancer patients with bone metastatic: a retrospective study of the SEER-based and a single Chinese center.Journal of cancer research and clinical oncology · 2023Article
- Development and validation a model for predicting overall survival of bladder cancer with lung metastasis: a population-based study.European journal of medical research · 2023Article
- Development and validation of a prognostic nomogram for neuroendocrine prostate cancer, based on the SEER database.Frontiers in surgery · 2023Article
- A Research Study to Measure the Efficacy of Terminating Cervical Cancer via Customized Optimum Pathway.Journal of healthcare engineering · 2022Article
- Survival Analysis and a Novel Nomogram Model for Progression-Free Survival in Patients with Prostate Cancer.Journal of oncology · 2022Article
- Bone marrow involvement in patients with metastatic castration sensitive prostate cancer.PloS one · 2022Article
- Development and validation of a prognostic nomogram for predicting cancer-specific survival in patients with metastatic clear cell renal carcinoma: A study based on SEER database.Frontiers in oncology · 2022Article
- Clinical characteristics and overall survival nomogram of second primary malignancies after prostate cancer, a SEER population-based study.Scientific reports · 2021Article
- Folic Acid-Modified miR-491-5p-Loaded ZIF-8 Nanoparticles Inhibit Castration-Resistant Prostate Cancer by Regulating the Expression of EPHX1.Frontiers in bioengineering and biotechnology · 2021Article
- Development of Nomograms for Predicting Lymph Node Metastasis and Distant Metastasis in Newly Diagnosed T1-2 Non-Small Cell Lung Cancer: A Population-Based Analysis.Frontiers in oncology · 2021Article
- Prognostic Models for Patients With Gleason Score 9 Prostate Cancer: A Population-Based Study.Frontiers in oncology · 2021Article
- Development and validation of a nomogram to predict synchronous lung metastases in patients with ovarian cancer: a large cohort study.Bioscience reports · 2020Article
- Development and validation of prognostic nomogram for germ cell testicular cancer patients.Aging · 2020Article
- Construction and validation of a novel prognostic nomogram for patients with sarcomatoid renal cell carcinoma: a SEER-based study.International journal of clinical oncology · 2020Article
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16 authors.
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Abstract
Controversies exist between the previous two prognostic nomograms for patients with bone metastatic prostate cancer (PCa), and a nomogram applied to western patients has yet to be established. Thus, we aimed to build a reliable and generic nomogram to individualize prognosis.The independent prognostic factors were identified in a retrospective study of 1556 patients with bone metastatic PCa registered in the Surveillance, Epidemiology and End Results (SEER) database. Besides, the prognostic nomogram was developed using R software according to the result of multivariable Cox regression analysis. Then, the discriminative ability of the nomogram was assessed by analyses of receiver operating characteristic curves (ROC curves). We also performed 1-, 2-, and 3-year calibrations of the nomogram by comparing the predicted survival to the observed survival. Furthermore, the model was externally validated using the data of 711 patients diagnosed at different times enrolled in the SEER database.Age ≥70 years, Gleason score ≥8, PSA value of 201 to 900 ng/ml, stage T4, stage N1, with liver metastases, and Asian/Pacific ethnicity were identified as independent prognostic factors. In the primary cohort, 1-, 2-, and 3-year area under the ROC curve (AUC) of the nomogram for predicting cancer-specific survival (CSS) were 0.71, 0.70, and 0.70, respectively. Besides 1-, 2-, and 3-year AUC were 0.70, 0.68, and 0.69, respectively, in the external validation cohort. Moreover, calibration curves presented perfect agreements between the nomogram-predicted and actual 1-, 2-, and 3-year CSS rate in both the primary and external validation cohorts. In other words, our nomogram has great predictive accuracy and reliability in predicting 1-, 2-, and 3-year CSS for patients with bone metastatic prostate cancer.This study established and validated a prognostic nomogram applied to not only Asian patients but western patients with bone metastatic PCa, which will be useful for patients' counseling and clinical trial designing.
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