A Nomogram Predicting Lymph Node Metastasis in Patients with Prostate Cancer Undergoing Ultrasound-Guided Transrectal Prostate Biopsy

被引:0
作者
Jieping Hu
Yue Yu
Wei Liu
Zhixiong Peng
Ju Guo
Haibo Xi
机构
[1] The First Affiliated Hospital of Nanchang University,Department of Urology
[2] Traditional Chinese Medicine Hospital of Yichun City,Department of Surgery
来源
Indian Journal of Surgery | 2022年 / 84卷
关键词
Prostate cancer; Lymph node invasion; Nomogram; Predict; Biopsy;
D O I
暂无
中图分类号
学科分类号
摘要
Ultrasound-guided transrectal prostate biopsy was widely used to diagnose prostate cancer. The prediction of lymph node metastases was not yet explored in prostate cancer undergoing ultrasound-guided transrectal prostate biopsy. We analyzed the clinical data from 235 prostate cancer patients, and 134 patients met the criteria and were included for analysis. To identify independent risk factors for lymph node invasion, univariate and multivariate logistic regression analyses were performed. A nomogram predicting lymph node metastasis was developed and validated by R software. Patients received an average of 12.8 prostate biopsies. A mean of 8.25 positive biopsy indicated prostate cancer. The mean Gleason score was 7.25. We found that 37 of 134 patients had lymph node invasion; the mean number of positive lymph node was 2.63. Three models (named LN4, LN5, and LN7) were developed using different variables. Multivariate logistic analyses were performed and area under the curve values were calculated. LN5 built based on five predictive variables (positive biopsy in external and internal glands, percentage of positive biopsy, and primary and secondary Gleason grades) showed good calibration, with an area under the curve value of 88.2%. Our nomogram could predict lymph node invasion in prostate cancer patients diagnosed via ultrasound-guided transrectal prostate biopsy. It also contributed to selecting good candidates for surgery with lymph node dissection.
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页码:1217 / 1224
页数:7
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共 243 条
  • [11] Gallina A(2019)A novel nomogram to identify candidates for extended pelvic lymph node dissection among patients with clinically localized prostate cancer diagnosed with magnetic resonance imaging-targeted and systematic biopsies Eur Urol 75 506-143
  • [12] Farina E(2011)Extent of pelvic lymph node dissection and the impact of standard template dissection on nomogram prediction of lymph node involvement Eur Urol 60 195-983
  • [13] Da Pozzo LF(2019)Gleason pattern 5 is associated with an increased risk for metastasis following androgen deprivation therapy and radiation: an analysis of RTOG 9202 and 9902 Radiother Oncol 141 137-4151
  • [14] Rigatti P(2019)A machine learning-assisted decision-support model to better identify patients with prostate cancer requiring an extended pelvic lymph node dissection BJU Int 124 972-931
  • [15] Montorsi F(2019)Preoperative PI-RADS Version 2 scores helps improve accuracy of clinical nomograms for predicting pelvic lymph node metastasis at radical prostatectomy Prostate Cancer Prostatic Dis 11 4143-145
  • [16] Karakiewicz PI(2019)Short-term benefit of neoadjuvant hormone therapy in patients with localized high-risk or limited progressive prostate cancer Cancer Manag Res 37 923-888
  • [17] Briganti A(2019)Evaluation of intense androgen deprivation before prostatectomy: a randomized phase II trial of enzalutamide and leuprolide with or without abiraterone J Clin Oncol 6 137-e504
  • [18] Larcher A(2019)The current role of prostate multiparametric magnetic resonance imaging Asian J Urol 101 883-230
  • [19] Abdollah F(2018)Clinical outcomes for patients with Gleason score 10 prostate adenocarcinoma: results from a multi-institutional consortium study Int J Radiat Oncol Biol Phys 17 e494-undefined
  • [20] Capitanio U(2019)Rise in node-positive prostate cancer incidence in context of evolving use and extent of pelvic lymphadenectomy Clin Genitourin Cancer 65 222-undefined