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开发和验证用于 HER2 阳性男性乳腺癌患者的预后列线图模型。

Development and Validation of a Prognostic Nomogram Model for HER2-Positive Male Breast Cancer Patients.

机构信息

Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, China.

Faculty of medicine, MAHSA University, Jenjarom 42610, Selangor, Malaysia.

出版信息

Asian Pac J Cancer Prev. 2024 Sep 1;25(9):3199-3207. doi: 10.31557/APJCP.2024.25.9.3199.

DOI:10.31557/APJCP.2024.25.9.3199
PMID:39342599
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11700337/
Abstract

BACKGROUND

HER2-positive male breast cancer (MBC) is a rare condition that has a poor prognosis. The purpose of this study was to establish a nomogram model for predicting the prognosis of HER2-positive MBC patients.

METHODS

240 HER2-positive MBC patients from 2004 to 2015 were retrieved from the surveillance, epidemiology, and end results (SEER) database. All HER2-positive MBC patients were divided randomly into training (n = 144) and validation cohorts (n = 96) according to a ratio of 6:4. Univariate and multivariate Cox regression analyses were used to determine the prognostic factors associated with HER2-positive MBC patients. A clinical prediction model was constructed to predict the overall survival of these patients. The nomogram model was assessed by using receiver operating characteristics (ROC) curves, calibration plots and decision curve analysis (DCA).

RESULTS

The Cox regression analysis showed that T-stage, M-stage, surgery and chemotherapy were independent risk factors for the prognosis of HER2-positive MBC patients. The model could also accurately predict the Overall survival (OS) of the patients. In the training and validation cohorts, the C indexes of the OS nomograms were 0.746 (0.677-0.815) and 0.754 (0.679-0.829), respectively. Calibration curves and DCA verified the reliability and accuracy of the clinical prediction model.

CONCLUSION

In conclusion, the predictive model constructed had good clinical utility and can help the clinician to select appropriate treatment strategies for HER2-positive MBC patients.

摘要

背景

人表皮生长因子受体 2 阳性男性乳腺癌(MBC)是一种预后较差的罕见疾病。本研究旨在建立预测 HER2 阳性 MBC 患者预后的列线图模型。

方法

从监测、流行病学和最终结果(SEER)数据库中检索了 2004 年至 2015 年间 240 例 HER2 阳性 MBC 患者。所有 HER2 阳性 MBC 患者根据 6:4 的比例随机分为训练队列(n = 144)和验证队列(n = 96)。采用单因素和多因素 Cox 回归分析确定与 HER2 阳性 MBC 患者相关的预后因素。构建临床预测模型以预测这些患者的总生存情况。通过受试者工作特征(ROC)曲线、校准图和决策曲线分析(DCA)评估列线图模型。

结果

Cox 回归分析显示,T 分期、M 分期、手术和化疗是 HER2 阳性 MBC 患者预后的独立危险因素。该模型还可以准确预测患者的总生存情况(OS)。在训练和验证队列中,OS 列线图的 C 指数分别为 0.746(0.677-0.815)和 0.754(0.679-0.829)。校准曲线和 DCA 验证了临床预测模型的可靠性和准确性。

结论

总之,构建的预测模型具有良好的临床应用价值,可以帮助临床医生为 HER2 阳性 MBC 患者选择合适的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/4feabdcebb28/APJCP-25-3199-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/7bd7c53cd206/APJCP-25-3199-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/cda052c9d92b/APJCP-25-3199-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/b2e31beb7fb4/APJCP-25-3199-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/0a4351aecde2/APJCP-25-3199-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/f5fad2cc604c/APJCP-25-3199-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/a9a6d887f489/APJCP-25-3199-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/4feabdcebb28/APJCP-25-3199-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/7bd7c53cd206/APJCP-25-3199-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/cda052c9d92b/APJCP-25-3199-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/b2e31beb7fb4/APJCP-25-3199-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/0a4351aecde2/APJCP-25-3199-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/f5fad2cc604c/APJCP-25-3199-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/a9a6d887f489/APJCP-25-3199-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a3e9/11700337/4feabdcebb28/APJCP-25-3199-g007.jpg

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本文引用的文献

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Front Oncol. 2022 Apr 13;12:659812. doi: 10.3389/fonc.2022.659812. eCollection 2022.
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Nomogram Predicts Risk and Prognostic Factors for Bone Metastasis of Pancreatic Cancer: A Population-Based Analysis.列线图预测胰腺癌骨转移的风险和预后因素:基于人群的分析。
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Prognostic factors and survival prediction in HER2-positive breast cancer with bone metastases: A retrospective cohort study.
HER2 阳性乳腺癌骨转移的预后因素和生存预测:一项回顾性队列研究。
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