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Cancer statistics, 2020.癌症统计数据,2020 年。
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2
Machine learning and data mining frameworks for predicting drug response in cancer: An overview and a novel in silico screening process based on association rule mining.机器学习和数据挖掘框架在癌症药物反应预测中的应用:综述及基于关联规则挖掘的新型计算机筛选流程
Pharmacol Ther. 2019 Nov;203:107395. doi: 10.1016/j.pharmthera.2019.107395. Epub 2019 Jul 30.
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Association of Low Nodal Positivity Rate Among Patients With ERBB2-Positive or Triple-Negative Breast Cancer and Breast Pathologic Complete Response to Neoadjuvant Chemotherapy.ERBB2 阳性或三阴性乳腺癌患者低淋巴结阳性率与新辅助化疗后乳腺病理完全缓解的相关性。
JAMA Surg. 2018 Dec 1;153(12):1120-1126. doi: 10.1001/jamasurg.2018.2696.
4
Identification of Patients With Documented Pathologic Complete Response in the Breast After Neoadjuvant Chemotherapy for Omission of Axillary Surgery.新辅助化疗后省略腋窝手术的乳腺癌患者病理完全缓解的识别。
JAMA Surg. 2017 Jul 1;152(7):665-670. doi: 10.1001/jamasurg.2017.0562.
5
How Often Does Neoadjuvant Chemotherapy Avoid Axillary Dissection in Patients With Histologically Confirmed Nodal Metastases? Results of a Prospective Study.对于经组织学证实有淋巴结转移的患者,新辅助化疗能使腋窝淋巴结清扫术避免实施的频率如何?一项前瞻性研究的结果
Ann Surg Oncol. 2016 Oct;23(11):3467-3474. doi: 10.1245/s10434-016-5246-8. Epub 2016 May 9.
6
Selective elimination of breast cancer surgery in exceptional responders: historical perspective and current trials.特殊反应者中乳腺癌手术的选择性消除:历史回顾与当前试验
Breast Cancer Res. 2016 Mar 8;18(1):28. doi: 10.1186/s13058-016-0684-6.
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Pathological complete response and long-term clinical benefit in breast cancer: the CTNeoBC pooled analysis.乳腺癌的病理完全缓解和长期临床获益:CTNeoBC 汇总分析。
Lancet. 2014 Jul 12;384(9938):164-72. doi: 10.1016/S0140-6736(13)62422-8. Epub 2014 Feb 14.
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Meta-analysis of the association of breast cancer subtype and pathologic complete response to neoadjuvant chemotherapy.乳腺癌亚型与新辅助化疗病理完全缓解相关性的荟萃分析。
Eur J Cancer. 2012 Dec;48(18):3342-54. doi: 10.1016/j.ejca.2012.05.023. Epub 2012 Jul 3.
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Pathological complete response and accelerated drug approval in early breast cancer.早期乳腺癌的病理完全缓解与加速药物批准
N Engl J Med. 2012 Jun 28;366(26):2438-41. doi: 10.1056/NEJMp1205737. Epub 2012 May 30.
10
Definition and impact of pathologic complete response on prognosis after neoadjuvant chemotherapy in various intrinsic breast cancer subtypes.不同内在型乳腺癌亚型新辅助化疗后病理完全缓解对预后的定义和影响。
J Clin Oncol. 2012 May 20;30(15):1796-804. doi: 10.1200/JCO.2011.38.8595. Epub 2012 Apr 16.

乳腺癌新辅助治疗后原发肿瘤与腋窝淋巴结的治疗反应相关性:一项基于真实世界数据的回顾性研究

Treatment response correlation between primary tumor and axillary lymph nodes after neoadjuvant therapy in breast cancer: a retrospective study based on real-world data.

作者信息

Wang Yu, Li Longfei, Liu Xiyao, Wang Yihua, Tang Zhenrong, Wu Yinan, Jin Yudi, Liu Shengchun

机构信息

Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

School of Public Health and Management, Chongqing Medical University, Chongqing, China.

出版信息

Gland Surg. 2021 Feb;10(2):656-669. doi: 10.21037/gs-20-686.

DOI:10.21037/gs-20-686
PMID:33708548
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7944072/
Abstract

BACKGROUND

Excellent response of the primary tumor after neoadjuvant therapy may indicate a better axillary status in breast cancer. However, this treatment response correlation has not been investigated in Chinese breast cancer patients.

METHODS

Patients diagnosed with breast cancer and treated with neoadjuvant therapy were included in this retrospective study, conducted at a comprehensive breast cancer institution in China. Clinicopathological factors at baseline were analyzed by univariate and multivariate analyses. Furthermore, association rules analyses were used to investigate the correlation between the pathologic response of the primary tumor and that of the axillary lymph nodes based on such factors.

RESULTS

Multivariate logistic regression analysis showed that breast pathologic response was influenced by tumor size, classification of regional lymph nodes, histological grade, progesterone receptor status, and Ki67 expression. The potential influencing factor for the pathologic response of the axilla was found to be regional lymph node classification. The findings from association rules analyses demonstrated that when a pathologic complete response (pCR) in the breast was achieved among patients with cTN and hormone receptor-negative disease, the axilla response in these patients was also highly likely to be pCR (the likelihood for axilla pCR was more than 90%). However, cTN patients hardly achieved pCR for both the primary tumor and axillary lymph nodes (mean confidence, 0.9637). The clinicopathological factors accounting for the inconsistent response between the breast and the axilla were found to be hormone receptor-positive, human epidermal growth factor receptor 2 (HER2)-negative, and low Ki67 expression.

CONCLUSIONS

Our findings suggest a strong correlation between breast pCR and axilla pCR among patients with specific characteristics. These findings provide a basis for the selection of candidates for clinical trials on the omission of axillary surgery.

摘要

背景

新辅助治疗后原发肿瘤的良好反应可能表明乳腺癌患者腋窝状态较好。然而,尚未在中国乳腺癌患者中研究这种治疗反应的相关性。

方法

本回顾性研究纳入了在中国一家综合性乳腺癌机构诊断为乳腺癌并接受新辅助治疗的患者。通过单因素和多因素分析对基线时的临床病理因素进行分析。此外,基于这些因素,采用关联规则分析研究原发肿瘤与腋窝淋巴结病理反应之间的相关性。

结果

多因素逻辑回归分析显示,乳腺病理反应受肿瘤大小、区域淋巴结分类、组织学分级、孕激素受体状态和Ki67表达影响。发现腋窝病理反应的潜在影响因素是区域淋巴结分类。关联规则分析的结果表明,在cTN和激素受体阴性疾病患者中,当乳腺达到病理完全缓解(pCR)时,这些患者的腋窝反应也极有可能为pCR(腋窝pCR的可能性超过90%)。然而,cTN患者的原发肿瘤和腋窝淋巴结几乎都未达到pCR(平均置信度为0.9637)。发现乳腺与腋窝反应不一致的临床病理因素为激素受体阳性、人表皮生长因子受体2(HER2)阴性和Ki67低表达。

结论

我们的研究结果表明,具有特定特征的患者中乳腺pCR与腋窝pCR之间存在很强的相关性。这些发现为选择省略腋窝手术的临床试验候选者提供了依据。