建立一个预测模型来预测新发转移性her2低乳腺癌的生存:一项国家癌症数据库分析。

IF 2 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Discovery medicine Pub Date : 2023-06-01 DOI:10.24976/Discov.Med.202335176.29
Mingying Li, Miao Liu, Ling Zhu, Hongjiang Lu, An Mao, Huihui Liu, Kun Yu, Liyun Dong
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引用次数: 0

摘要

背景:人表皮生长因子受体(HER2)低表达的乳腺癌越来越被认为是一种独特的亚型,包括HER2免疫组织化学(IHC) 1+和HER2 IHC 2+/原位杂交(ISH)阴性。我们旨在评估HER2 IHC 1+和HER2 IHC 2+/ ish阴性乳腺癌患者在出现转移时的生存差异,并构建HER2低患者的预后图。方法:纳入2010年至2015年诊断为新发转移性her2低乳腺癌的患者,并使用国家癌症数据库(NCDB)进行分析。生存率分析采用Cox比例风险回归模型和Kaplan-Meier (KM)法。建立nomogram来预测生存率。结果:最终纳入7897例患者,其中HER2 IHC 1+ 5458例(69.1%),HER2 IHC 2+/ ish阴性2439例(30.9%)。虽然Kaplan-Meier生存分析显示了生存差异,但在多因素Cox分析中,这种生存差异消失了(多因素:HR(风险比)= 0.97;95% CI(置信区间)[0.92-1.03])。成功构建了单独预测HER2-low患者长期生存率的预后nomogram,该nomogram在training (C index: 0.719)和validation cohort (C index: 0.706)中表现出可接受的预测能力。该图可以很容易地将患者分为具有不同预后的高风险和低风险亚组。结论:我们的数据显示HER2 1+和HER2 +乳腺癌的生存率无统计学差异。此外,构建了一个具有可接受能力的nomogram来单独预测her2低转移性乳腺癌患者的长期预后。
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Establishing a Predictive Model to Predict Survival of de Novo Metastatic HER2-Low Breast Cancer: A National Cancer Database Analysis.

Background: Breast cancer with low human epidermal growth factor receptor (HER2) expression is increasingly considered as a distinct subtype which consists of types of HER2 immunohistochemistry (IHC) 1+ and HER2 IHC 2+/in-situ hybridization (ISH)-negative. We aim to assess the survival difference between HER2 IHC 1+ and HER2 IHC 2+/ISH-negative breast cancer patients with metastasis at presentation and construct a prognostic nomogram for HER2-low patients.

Method: Patients diagnosed with de novo metastatic HER2-low breast cancer from 2010 to 2015 were included and analyzed using the National Cancer Database (NCDB). Cox proportional hazards regression model and Kaplan-Meier (KM) method were used for survival analysis. Nomograms were built to predict survival.

Result: A total of 7897 patients were included in the final analysis, among which 5458 (69.1%) patients were HER2 IHC 1+ and 2439 (30.9%) were HER2 IHC 2+/ISH-negative. Although the Kaplan-Meier survival analysis showed difference in survival, this survival difference was lost in the multivariate Cox analysis (multivariate: HR (hazard ratio) = 0.97; 95% CI (confidence interval) [0.92-1.03]). A prognostic nomogram was successfully constructed for individually predicting the long-term survival rate of HER2-low patients, which exhibited an acceptable predictive capability in training (C index: 0.719) and validation cohort (C index: 0.706). This nomogram could easily divide patients into high and low-risk subgroups with distinct prognoses.

Conclusions: Our data suggest no statistical survival differences between HER2 1+ and HER2 2+ breast cancer. Additionally, a nomogram was constructed with an acceptable capacity to individually predict the long-term outcome of HER2-low metastatic breast cancer patients.

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来源期刊
Discovery medicine
Discovery medicine MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
5.40
自引率
0.00%
发文量
80
审稿时长
6-12 weeks
期刊介绍: Discovery Medicine publishes novel, provocative ideas and research findings that challenge conventional notions about disease mechanisms, diagnosis, treatment, or any of the life sciences subjects. It publishes cutting-edge, reliable, and authoritative information in all branches of life sciences but primarily in the following areas: Novel therapies and diagnostics (approved or experimental); innovative ideas, research technologies, and translational research that will give rise to the next generation of new drugs and therapies; breakthrough understanding of mechanism of disease, biology, and physiology; and commercialization of biomedical discoveries pertaining to the development of new drugs, therapies, medical devices, and research technology.
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