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,Shantanu Singh
出处
期刊:Advances in Therapy [Springer Nature]
卷期号:39 (1): 346-359 被引量:14
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.
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
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
qiao完成签到,获得积分10
4秒前
好吃完成签到 ,获得积分10
9秒前
skkr完成签到,获得积分10
10秒前
宇宙猫完成签到 ,获得积分10
10秒前
陈米花完成签到,获得积分10
13秒前
yyjl31完成签到,获得积分0
13秒前
Simon_chat完成签到,获得积分10
14秒前
追寻奇迹完成签到 ,获得积分10
14秒前
吐司炸弹完成签到,获得积分10
18秒前
mayfly完成签到,获得积分10
19秒前
wuludie应助科研通管家采纳,获得10
20秒前
科研通AI2S应助科研通管家采纳,获得10
20秒前
小哈完成签到 ,获得积分10
28秒前
蔚111完成签到 ,获得积分10
29秒前
45秒前
轩少的完成签到 ,获得积分10
45秒前
独特的凝云完成签到 ,获得积分10
46秒前
volvoamg发布了新的文献求助10
52秒前
zz55完成签到 ,获得积分10
1分钟前
Tonald Yang完成签到,获得积分20
1分钟前
爱静静应助Tonald Yang采纳,获得10
1分钟前
科研狗完成签到 ,获得积分10
1分钟前
lyrics1267发布了新的文献求助10
1分钟前
guoxihan完成签到,获得积分10
1分钟前
1分钟前
青海盐湖所李阳阳完成签到 ,获得积分10
1分钟前
Polymer72完成签到,获得积分10
1分钟前
volvoamg发布了新的文献求助10
1分钟前
沉沉完成签到 ,获得积分0
1分钟前
lyrics1267完成签到,获得积分10
1分钟前
洸彦完成签到 ,获得积分10
1分钟前
满意白卉完成签到 ,获得积分10
1分钟前
1分钟前
volvoamg发布了新的文献求助10
1分钟前
2分钟前
hunajx发布了新的文献求助10
2分钟前
忆茶戏完成签到 ,获得积分10
2分钟前
隐形曼青应助科研通管家采纳,获得10
2分钟前
科研通AI2S应助科研通管家采纳,获得10
2分钟前
2分钟前
高分求助中
Solution Manual for Strategic Compensation A Human Resource Management Approach 1200
Natural History of Mantodea 螳螂的自然史 1000
Glucuronolactone Market Outlook Report: Industry Size, Competition, Trends and Growth Opportunities by Region, YoY Forecasts from 2024 to 2031 800
A Photographic Guide to Mantis of China 常见螳螂野外识别手册 800
Zeitschrift für Orient-Archäologie 500
Smith-Purcell Radiation 500
Autoregulatory progressive resistance exercise: linear versus a velocity-based flexible model 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3341890
求助须知:如何正确求助?哪些是违规求助? 2969246
关于积分的说明 8637910
捐赠科研通 2648911
什么是DOI,文献DOI怎么找? 1450469
科研通“疑难数据库(出版商)”最低求助积分说明 671913
邀请新用户注册赠送积分活动 660986