[Analysis of risk factors for lymph node metastasis in 1096 patients with early gastric cancer and establishment of a predictive nomogram].

列线图 医学 癌症 淋巴结转移 肿瘤科 内科学 淋巴结 转移
作者
Y. Zhou,Wuhua Jiang,Xiaodong Gao,Xiaogang Wang,Yihong Sun
出处
期刊:PubMed [National Institutes of Health]
卷期号:27 (7): 711-717 被引量:1
标识
DOI:10.3760/cma.j.cn441530-20230922-00103
摘要

Objective: To investigate the risk factors for lymph node metastasis in patients with early gastric cancer and establish a model for prediction of risk. Methods: The cohort of this retrospective observational study comprised 1096 patients who had undergone radical gastric cancer surgery combined with standard D1 lymphadenectomy and been diagnosed with early gastric cancer by postoperative pathology in Zhongshan Hospital affiliated with Fudan University from January 2016 to July 2022. The patients were allocated to groups with and without lymph node metastases. Clinicopathological characteristics were compared between the two groups and multi-factor logistic regression analysis used to identify independent risk factors for lymph node metastasis in patients with early gastric cancer. Indications for endoscopic resection in the Japanese Gastric Cancer Association (JGCA) guideline were also incorporated into construction of the model. The patient cohort was divided into training and validation sets in a 6:4 ratio. The identified independent risk factors were used to construct a predictive nomogram. Receiver operating characteristic curves were plotted separately and the difference between them in predictive efficacy was compared using the area under the curve (AUC). Results: A total of 1,096 patients with early gastric cancer were included, with 750 males and 346 females. Their average age was (61.4±10.9) years old, and the mean tumor diameter was (23.8±11.4) mm. Among them, 188 patients (17.2%) had positive lymph node metastasis, with 109 cases in N1 stage, 42 cases in N2 stage, and 37 cases in N3 stage. Additionally, 462 patients were in T1a stage, while 634 patients were in T1b stage. Univariate analysis showed that tumor diameter, location, Lauren classification, gross morphology, histological type, intravascular invasion, ulceration, differentiation type and tumor T stage were associated with lymph node metastasis after radical gastrectomy for early gastric cancer (all P<0.05). Multifactorial analysis showed that the presence of intravascular invasion (OR=14.822, 95%CI: 9.323-23.572, P<0.001), undifferentiated type (OR=3.095, 95%CI: 1.649-5.811, P<0.001), tumor T1b (OR=1.798, 95%CI: 1.053-3.079, P=0.032), and tumor diameter ≥2 cm (OR=1.229, 95%CI: 1.031-1.469, P=0.022) were independent risk factors for lymph node metastasis. The baseline data of the training set and validation set were consistent in terms of balance (all P>0.05). We used the above variables to establish a predictive nomogram for lymph node metastasis in patients with early gastric cancer. The AUC values obtained from the validation of the model in the training and validation sets were 0.880 (95%CI: 0.849-0.911) and 0.881 (95%CI: 0.841-0.921), respectively, and were significantly better than the predictive efficacy based on the JGCA guideline (AUC=0.777, 95%CI: 0.746-0.809, P<0.001). Conclusions: Patients with early gastric cancer and intravascular invasion, undifferentiated tumors, tumor T1b, and diameter ≥2 cm are at higher risk of postoperative lymph node metastasis than other patients. The predictive model developed in this study more accurately predicts lymph node metastasis in patients with early gastric cancer than previously proposed methods.
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
深情安青应助潇洒一生采纳,获得10
1秒前
一只小郭完成签到,获得积分10
1秒前
arT完成签到,获得积分10
1秒前
primayu发布了新的文献求助10
1秒前
Doris发布了新的文献求助10
1秒前
LU完成签到,获得积分10
1秒前
1秒前
2秒前
JIE完成签到,获得积分20
2秒前
七月流火应助cxr采纳,获得50
3秒前
zhong发布了新的文献求助10
3秒前
RRR完成签到,获得积分10
3秒前
加油完成签到,获得积分10
3秒前
钟少完成签到 ,获得积分10
4秒前
芒果完成签到,获得积分10
4秒前
正直的念梦完成签到,获得积分10
4秒前
煲仔饭发布了新的文献求助10
5秒前
5秒前
EMP发布了新的文献求助10
5秒前
yangqi发布了新的文献求助10
5秒前
JIE发布了新的文献求助10
6秒前
彭于晏应助qiuhai采纳,获得10
6秒前
zpn完成签到,获得积分10
6秒前
7秒前
8秒前
8秒前
小马甲应助Sally采纳,获得10
9秒前
勤奋新晴完成签到,获得积分20
9秒前
9秒前
酷波er应助逗逗采纳,获得10
9秒前
酷波er应助愉快的烤鸡采纳,获得10
9秒前
阳光的雪碧完成签到,获得积分10
9秒前
康桑完成签到,获得积分10
10秒前
弗拉基米尔-伊里奇-乌里扬诺夫完成签到,获得积分10
10秒前
嘟嘟发布了新的文献求助10
10秒前
10秒前
10秒前
向日繁花发布了新的文献求助10
11秒前
脑洞疼应助优美翠萱采纳,获得10
11秒前
Sunshine完成签到,获得积分10
11秒前
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
Introducing the Learning Sciences 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场现状调查及投资机会研判报告 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场规模及竞争格局分析报告 1000
Resiliency Scale for Adolescents--Chinese Version 800
48V Low-voltage Power Distribution Network (PDN) Architecture Industry Report, 2024 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
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 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7324999
求助须知:如何正确求助?哪些是违规求助? 8940397
关于积分的说明 18957386
捐赠科研通 6981747
什么是DOI,文献DOI怎么找? 3215544
关于科研通互助平台的介绍 2382813
邀请新用户注册赠送积分活动 2194843