清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Establishment and Verification of a Predictive Model for Node Pathological Complete Response After Neoadjuvant Chemotherapy for Initial Node Positive Early Breast Cancer

医学 接收机工作特性 乳腺癌 逻辑回归 肿瘤科 内科学 队列 新辅助治疗 阶段(地层学) 列线图 前哨淋巴结 化疗 优势比 癌症 节点(物理) 卡铂 病态的 哨兵节点 活检 腋窝淋巴结清扫术 淋巴结 曲线下面积 试验预测值 弗雷明翰风险评分 风险评估 回顾性队列研究 淋巴结切除术
作者
Jiujun Zhu,Dechuang Jiao,Min Yan,Xiuchun Chen,Chengzheng Wang,Zhenduo Lu,Lianfang Li,Xianfu Sun,Qin Li,Xuhui Guo,Chongjian Zhang,Jianghua Qiao,Jianbin Li,Zhimin Fan,Haibo Wang,Jianguo Zhang,Yongmei Yin,Peifen Fu,Cuizhi Geng,Feng Jin
出处
期刊:Frontiers in Oncology [Frontiers Media]
卷期号:11: 675070-675070 被引量:14
标识
DOI:10.3389/fonc.2021.675070
摘要

Objective Axillary node status after neoadjuvant chemotherapy (NCT) in early breast cancer patients influences the axillary surgical staging procedure. This study was conducted for the identification of the likelihood of patients being node pathological complete response (pCR) post NCT. We aimed to recognize patients most likely to benefit from sentinel lymph node biopsy (SLNB) following NCT and to reduce the risk of missed detection of positive lymph nodes through the construction and validation of a clinical preoperative scoring prediction model. Methods The existing data (from March 2010 to December 2018) of the Chinese Society of Clinical Oncology Breast Cancer Database (CSCO-BC) was used to evaluate the independent related factors of node pCR after NCT by Binary Logistic Regression analysis. A predictive model was established according to the score of considerable factors to identify ypN0. Model performance was confirmed in a cohort of NCT patients treated between January 2019 and December 2019 in Henan Cancer Hospital, and model discrimination was evaluated via assessing the area under the receiver operating characteristic (ROC) curve (AUC). Results Multivariate regression analysis showed that the node stage before chemotherapy, the expression level of Ki-67, biologic subtype, and breast pCR were all independent related factors of ypN0 after chemotherapy. According to the transformation and summation of odds ratio (OR) values of each variable, the scoring system model was constructed with a total score of 1–5. The AUC for the ROC curves was 0.715 and 0.770 for the training and the validation set accordingly. Conclusions A model was established and verified for predicting ypN0 after chemotherapy in newly diagnosed cN+ patients and the model had good accuracy and efficacy. The underlined effective model can suggest axillary surgical planning, and reduce the risk of missing positive lymph nodes by SLNB after NCT. It has great value for identifying initial cN+ patients who are more appropriate for SLNB post-chemotherapy.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Benhnhk21完成签到,获得积分10
3秒前
自然代亦完成签到 ,获得积分10
7秒前
Slide完成签到 ,获得积分10
13秒前
18秒前
科研通AI6.1应助lanshuitai采纳,获得10
33秒前
WebCasa完成签到,获得积分10
58秒前
NattyPoe发布了新的文献求助10
1分钟前
科研通AI6.4应助doublemeat采纳,获得10
1分钟前
养花低手完成签到 ,获得积分10
2分钟前
科研通AI6.4应助迷路匪采纳,获得10
2分钟前
2分钟前
2分钟前
bowknotttt发布了新的文献求助10
2分钟前
科研通AI6.1应助doublemeat采纳,获得10
2分钟前
2分钟前
NexusExplorer应助bowknotttt采纳,获得10
2分钟前
lanshuitai发布了新的文献求助10
2分钟前
liufan完成签到 ,获得积分10
2分钟前
jlwang完成签到,获得积分10
2分钟前
3分钟前
黑大侠完成签到 ,获得积分0
3分钟前
迷路匪发布了新的文献求助10
3分钟前
小宝完成签到 ,获得积分10
3分钟前
3分钟前
bowknotttt发布了新的文献求助10
3分钟前
lei完成签到,获得积分10
4分钟前
飞龙在天完成签到 ,获得积分10
4分钟前
ChandlerZB完成签到,获得积分10
4分钟前
风之谷完成签到,获得积分10
4分钟前
LLLucen发布了新的文献求助10
4分钟前
李健的小迷弟应助Jerry采纳,获得10
4分钟前
LLLucen完成签到,获得积分10
4分钟前
Leo完成签到 ,获得积分10
4分钟前
大大大忽悠完成签到 ,获得积分10
4分钟前
Bin_Liu发布了新的文献求助10
4分钟前
Yun完成签到 ,获得积分10
5分钟前
xue完成签到 ,获得积分10
5分钟前
5分钟前
葱姜蒜辣椒香菜我全要完成签到,获得积分10
5分钟前
香蕉觅云应助科研通管家采纳,获得30
5分钟前
高分求助中
Adhesion Science: Principles & Practice 1234
Signals, Systems, and Signal Processing 610
Burger's Medicinal Chemistry and Drug Discovery 400
A Step-by-Step Guide to Qualitative Data Coding 2nd Edition 400
Impact of Storage Orientation and Duration on Prefilled Syringe Performance: Break-Loose and Glide Forces, and Injection Time Across Multiple Time Points 360
Programming for Chemical Engineers Using C, C++, and MATLAB 300
Upland Kenya wild flowers and ferns: a flora of the flowers, ferns, grasses, and sedges of highland Kenya 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6661647
求助须知:如何正确求助?哪些是违规求助? 8412322
关于积分的说明 17983781
捐赠科研通 5864452
什么是DOI,文献DOI怎么找? 2974551
邀请新用户注册赠送积分活动 1950397
关于科研通互助平台的介绍 1875351