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构建并验证用于预测亚洲女性乳腺癌骨转移风险及预后因素的新列线图:一项基于人群的回顾性研究

Construction and Validation of New Nomograms to Predict Risk and Prognostic Factors of Breast Cancer Bone Metastasis in Asian Females: A Population-Based Retrospective Study.

作者信息

Deng Junsen, Zhang Di, Zhang Wenming, Li Junhui

机构信息

Department of Orthopedics Surgery, Luoyang Orthopedic Hospital of Henan Province, Orthopedic Hospital of Henan Province, Zhengzhou, 45000, Henan, People's Republic of China.

Department of Spine Surgery, Luoyang Orthopedic Hospital of Henan Province, Orthopedic Hospital of Henan Province, Zhengzhou, 45000, Henan, People's Republic of China.

出版信息

Int J Gen Med. 2021 Nov 26;14:8881-8902. doi: 10.2147/IJGM.S335123. eCollection 2021.

Abstract

PURPOSE

To construct a breast cancer bone-only metastasis (BCBM) risk and prognostic model for Asian females and provide a reference for treatment selection in breast cancer (BC) patients with bone-only metastasis (BM).

PATIENTS AND METHODS

The data for newly diagnosed female patients of Asian Pacific Islander (API) ethnicity between 2010 and 2018 were obtained from the Surveillance, Epidemiology, and End Results database. A total of 16,972 patients were identified. Logistic regression analyses were used to establish a risk model for BCBM. Cox proportional hazards regression analyses were used to construct nomograms for the prognosis of BC and BCBM. Subsequently, the degree of discrimination of the nomogram was evaluated using the consistency index (C-index) and receiver operating curve.

RESULTS

The main independent risk factors of BM in Asian females with BC were primary site surgery (p<0.0001), ER (p=0.0015), and T-stage (p=0.0046). The C-index values in the training and validation cohorts were 0.933 and 0.941, respectively. The main independent risk factors of the prognosis of BC were age (p<0.001), summary stage (p<0.001), and grade (p=0.002). The C-index values of 5-year overall survival (OS) in the training and validation cohorts were 0.823 and 0.804, respectively. The risk factors of the prognosis of Asian females with BCBM were subtype (p<0.001), histology (p<0.001), and grade (p=0.033). The C-index values of 5-year OS in the training and validation cohorts were 0.793 and 0.723, respectively.

CONCLUSION

Using population-based analysis, this study constructed a prediction model for the risk and prognosis of BM in Asian females with BC. Another newly constructed model was effective in predicting OS in BCBM patients. These models can help prevent skeletal-related events and weigh the risks and benefits of surgery for metastatic lesions in BCBM patients.

摘要

目的

构建亚洲女性乳腺癌单纯骨转移(BCBM)风险及预后模型,为单纯骨转移(BM)的乳腺癌(BC)患者的治疗选择提供参考。

患者与方法

从监测、流行病学和最终结果数据库中获取2010年至2018年间新诊断的亚太岛民(API)族裔女性患者的数据。共识别出16972例患者。采用逻辑回归分析建立BCBM风险模型。采用Cox比例风险回归分析构建BC和BCBM预后的列线图。随后,使用一致性指数(C-index)和受试者工作特征曲线评估列线图的区分度。

结果

亚洲BC女性BM的主要独立危险因素为原发部位手术(p<0.0001)、雌激素受体(ER,p=0.0015)和T分期(p=0.0046)。训练队列和验证队列中的C-index值分别为0.933和0.941。BC预后的主要独立危险因素为年龄(p<0.001)、总分期(p<0.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf05/8636465/7ed63f11ac09/IJGM-14-8881-g0001.jpg

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