亲爱的研友该休息了!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,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Prognostic Nomogram for Overall Survival in Small Cell Lung Cancer Patients Treated with Chemotherapy: A SEER-Based Retrospective Cohort Study

列线图 医学 内科学 肿瘤科 接收机工作特性 比例危险模型 阶段(地层学) 多元分析 流行病学 生存分析 回顾性队列研究 生物 古生物学
作者
Min Liang,Mafeng Chen,Shantanu Singh,Shivank Singh
出处
期刊:Advances in Therapy [Adis, Springer Healthcare]
卷期号:39 (1): 346-359 被引量:20
标识
DOI:10.1007/s12325-021-01974-6
摘要

Small cell lung cancer (SCLC) is known for its rapid clinical progression and poor prognosis. In this study, we sought to establish a prognostic nomogram among SCLC patients who received chemotherapy.We obtained 4971 SCLC patients' clinical information from the Surveillance, Epidemiology, and End Results (SEER) database for the period between 2004 and 2015. Patients were divided into training and validation sets. Two nomograms were established based on limited stage (LS) and extensive stage (ES) SCLC patients to predict 1-, 2-, and 3-year overall survival (OS) incorporating superior parameters from multivariate Cox regression. Receiver-operating characteristic curves (ROCs) were applied to assess the discrimination ability of the nomogram while the calibration plots were applied to verify the model. Kaplan-Meier method was applied to find survival curves. Decision curve analysis (DCA) was applied to compare OS between the nomograms and 7th American Joint Committee on Cancer (AJCC) tumor node metastasis (TNM) staging system.Four and six clinical parameters were identified as significant prognostic factors for LS-SCLC and ES-SCLC patient's OS, respectively. The ROC curves indicated satisfactory discrimination capacity of the nomogram, with 1-, 2-, and 3-year area under curve (AUC) values of 0.89, 0.81, and 0.79 in LS-SCLC patients and 0.71, 0.66, and 0.66 in ES-SCLC patients, respectively. Calibration curves indicated that the nomogram showed good agreement with actual observations in survival rate probability. The survival curves among the LS-SCLC and ES-SCLC cohorts were consistent with the high-risk group having a worse prognosis than the low-risk group. Moreover, ROC and DCA curves showed our nomograms had more benefits than the 7th AJCC-TNM staging system.We established two nomograms that can present individual predictions of OS among LS-SCLC and ES-SCLC patients who received chemotherapy. These proposed nomograms may aid clinicians in treatment strategy and design of clinical trials.

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
甜蜜绝施发布了新的文献求助10
1秒前
油盐不进的四季豆完成签到 ,获得积分10
6秒前
kaizt完成签到,获得积分10
11秒前
桐夜完成签到 ,获得积分10
15秒前
科研通AI2S应助ray采纳,获得30
15秒前
赘婿应助甜蜜绝施采纳,获得10
19秒前
20秒前
hey发布了新的文献求助10
21秒前
李志完成签到 ,获得积分10
25秒前
尚尚签发布了新的文献求助30
25秒前
43秒前
Nancy0818完成签到 ,获得积分0
52秒前
研友_VZG7GZ应助尚尚签采纳,获得10
1分钟前
1分钟前
所所应助lei采纳,获得10
1分钟前
1分钟前
SciGPT应助一如果一采纳,获得10
1分钟前
1分钟前
完美世界应助布吉岛呀采纳,获得10
1分钟前
我是老大应助Sience采纳,获得10
1分钟前
1分钟前
鱼鱼完成签到,获得积分10
1分钟前
1分钟前
布吉岛呀发布了新的文献求助10
1分钟前
Sience发布了新的文献求助10
1分钟前
科研启动发布了新的文献求助20
2分钟前
所所应助呆萌的宫苴采纳,获得20
2分钟前
2分钟前
无极微光应助张瑞宁采纳,获得20
2分钟前
二十七垚完成签到 ,获得积分10
2分钟前
zyyzyy完成签到 ,获得积分10
2分钟前
2分钟前
研友_VZG7GZ应助维稳十年采纳,获得30
2分钟前
3分钟前
morena应助科研通管家采纳,获得30
3分钟前
Sue完成签到 ,获得积分10
3分钟前
3分钟前
维稳十年发布了新的文献求助30
3分钟前
4分钟前
chenhui完成签到,获得积分10
4分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Organometallic Chemistry of the Transition Metals 800
Chemistry and Physics of Carbon Volume 18 800
The Organometallic Chemistry of the Transition Metals 800
The formation of Australian attitudes towards China, 1918-1941 640
Signals, Systems, and Signal Processing 610
全相对论原子结构与含时波包动力学的理论研究--清华大学 500
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 6440815
求助须知:如何正确求助?哪些是违规求助? 8254661
关于积分的说明 17571763
捐赠科研通 5499079
什么是DOI,文献DOI怎么找? 2900053
邀请新用户注册赠送积分活动 1876636
关于科研通互助平台的介绍 1716906