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构建并验证一个列线图模型预测乳腺癌锁骨上淋巴结转移患者的生存情况。

Development and validation of a nomogram for predicting survival of breast cancer patients with ipsilateral supraclavicular lymph node metastasis.

机构信息

Department of Breast Disease, The Affiliated Cancer Hospital of Zhengzhou University,Henan Cancer Hospital, Zhengzhou, Henan 450008, China.

Department of General Surgery, Jiyuan People's Hospital, Jiyuan, Henan 454650, China.

出版信息

Chin Med J (Engl). 2021 Nov 5;134(22):2692-2699. doi: 10.1097/CM9.0000000000001755.

Abstract

BACKGROUND

Breast cancer patients with ipsilateral supraclavicular lymph node metastasis (ISLNM) but without distant metastasis are considered to have a poor prognosis. This study aimed to develop a nomogram to predict the overall survival (OS) of breast cancer patients with ISLNM but without distant metastasis.

METHODS

Medical records of breast cancer patients who received surgical treatment at the Affiliated Cancer Hospital of Zhengzhou University, Jiyuan People's Hospital and Huaxian People's Hospital between December 21, 2012 and June 30, 2020 were reviewed retrospectively. Overall, 345 patients with pathologically confirmed ISLNM and without evidence of distant metastasis were identified. They were further randomized 2:1 and divided into training (n = 231) and validation (n = 114) cohorts. A nomogram to predict the probability of OS was constructed based on clinicopathologic variables identified by the univariable and multivariable analyses. The predictive accuracy and discriminative ability were measured by calibration plots, concordance index (C-index), and risk group stratification.

RESULTS

Univariable analysis showed that estrogen receptor-positive (ER+), progesterone receptor-positive (PR+), human epidermal growth factor receptor 2-positive (HER2+) with Herceptin treatment, and a low axillary lymph node ratio (ALNR) were prognostic factors for better OS. PR+, HER2+ with Herceptin treatment, and a low ALNR remained independent prognostic factors for better OS on multivariable analysis. These variables were incorporated into a nomogram to predict the 1-, 3-, and 5-year OS of breast cancer patients with ISLNM. The C-indexes of the nomogram were 0.737 (95% confidence interval [CI]: 0.660-0.813) and 0.759 (95% CI: 0.636-0.881) for the training and the validation cohorts, respectively. The calibration plots presented excellent agreement between the nomogram prediction and actual observation for 3 and 5 years, but not 1 year, OS in both the cohorts. The nomogram was also able to stratify patients into different risk groups.

CONCLUSIONS

In this study, we established and validated a novel nomogram for predicting survival of patients with ISLNM. This nomogram may, to some extent, allow clinicians to more accurately estimate prognosis and to make personalized therapeutic decisions for individual patients with ISLNM.

摘要

背景

患有同侧锁骨上淋巴结转移(ISLNM)但无远处转移的乳腺癌患者被认为预后不良。本研究旨在建立一个列线图来预测无远处转移的 ISLNM 乳腺癌患者的总生存期(OS)。

方法

回顾性分析 2012 年 12 月 21 日至 2020 年 6 月 30 日期间在郑州大学附属肿瘤医院、济源市人民医院和滑县人民医院接受手术治疗的乳腺癌患者的病历。共确定了 345 例经病理证实的 ISLNM 且无远处转移证据的患者。进一步将其随机分为 2:1 的训练(n = 231)和验证(n = 114)队列。基于单变量和多变量分析确定的临床病理变量,构建了预测 OS 概率的列线图。通过校准图、一致性指数(C-index)和风险组分层来衡量预测准确性和区分能力。

结果

单变量分析显示,雌激素受体阳性(ER+)、孕激素受体阳性(PR+)、人表皮生长因子受体 2 阳性(HER2+)且接受赫赛汀治疗、低腋窝淋巴结比值(ALNR)是 OS 更好的预后因素。多变量分析显示,PR+、HER2+且接受赫赛汀治疗、低 ALNR 仍然是 OS 更好的独立预后因素。这些变量被纳入列线图以预测 ISLNM 乳腺癌患者的 1、3 和 5 年 OS。该列线图在训练和验证队列中的 C 指数分别为 0.737(95%置信区间 [CI]:0.660-0.813)和 0.759(95% CI:0.636-0.881)。校准图显示,在两个队列中,列线图预测的 3 年和 5 年 OS 与实际观察结果之间均具有极好的一致性,但 1 年 OS 不一致。该列线图还能够将患者分层为不同的风险组。

结论

本研究建立并验证了一种预测 ISLNM 患者生存的新列线图。该列线图在一定程度上可以帮助临床医生更准确地估计预后,并为 ISLNM 患者制定个体化的治疗决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e5f2/8631408/aadca2a0d6c9/cm9-134-2692-g001.jpg

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