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基于临床和MRI特征对无功能胰腺神经内分泌肿瘤淋巴结转移的术前预测:一项多中心研究

Preoperative prediction of lymph node metastasis in nonfunctioning pancreatic neuroendocrine tumors from clinical and MRI features: a multicenter study.

作者信息

Zhu Hai-Bin, Nie Pei, Jiang Liu, Hu Juan, Zhang Xiao-Yan, Li Xiao-Ting, Lu Ming, Sun Ying-Shi

机构信息

Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiology, Peking University Cancer Hospital and Institute, 52 Fu Cheng Road, Hai Dian District, Beijing, 100142, China.

Department of Radiology, Affiliated Hospital of Qingdao University, Shi Nan District, Qingdao, 266000, China.

出版信息

Insights Imaging. 2022 Oct 8;13(1):162. doi: 10.1186/s13244-022-01301-9.

DOI:10.1186/s13244-022-01301-9
PMID:36209332
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9547759/
Abstract

BACKGROUND

The extent of surgery in nonfunctioning pancreatic neuroendocrine tumors (NF-PNETs) has not well established, partly owing to the dilemma of precise prediction of lymph node metastasis (LNM) preoperatively. This study proposed to develop and validate the value of MRI features for predicting LNM in NF-PNETs.

METHODS

A total of 187 patients with NF-PNETs who underwent MR scan and subsequent lymphadenectomy from 4 hospitals were included and divided into training group (n = 66, 1 center) and validation group (n = 121, 3 centers). The clinical characteristics and qualitative MRI features were collected. Multivariate logistic regression model for predicting LNM in NF-PNETs was constructed using the training group and further tested using validation group.

RESULTS

Nodal metastases were reported in 41 patients (21.9%). Multivariate analysis showed that regular shape of primary tumor (odds ratio [OR], 4.722; p = .038) and the short axis of the largest lymph node in the regional area (OR, 1.488; p = .002) were independent predictors for LNM in the training group. The area under the receiver operating characteristic curve in the training group and validation group were 0.890 and 0.849, respectively. Disease-free survival was significantly different between model-defined LNM and non-LNM group.

CONCLUSIONS

The novel MRI-based model considering regular shape of primary tumor and short axis of largest lymph node in the regional area can accurately predict lymph node metastases preoperatively in NF-PNETs patients, which might facilitate the surgeons' decision on risk stratification.

摘要

背景

无功能性胰腺神经内分泌肿瘤(NF-PNETs)的手术范围尚未明确确定,部分原因是术前难以精确预测淋巴结转移(LNM)。本研究旨在开发并验证MRI特征对预测NF-PNETs中LNM 的价值。

方法

纳入了来自4家医院的187例接受了MR扫描及后续淋巴结清扫术的NF-PNETs患者,并将其分为训练组(n = 66,1个中心)和验证组(n = 121,3个中心)。收集临床特征和MRI定性特征。使用训练组构建预测NF-PNETs中LNM的多因素逻辑回归模型,并使用验证组进行进一步测试。

结果

41例患者(21.9%)报告有淋巴结转移。多因素分析显示,原发肿瘤形状规则(比值比[OR],4.722;p = 0.038)和区域内最大淋巴结短轴(OR,1.488;p = 0.002)是训练组中LNM的独立预测因素。训练组和验证组的受试者工作特征曲线下面积分别为0.890和0.849。模型定义的LNM组和非LNM组的无病生存期有显著差异。

结论

基于MRI的新模型考虑了原发肿瘤的规则形状和区域内最大淋巴结的短轴,能够准确地术前预测NF-PNETs患者的淋巴结转移,这可能有助于外科医生进行风险分层决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/5cc3c15109d3/13244_2022_1301_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/f8b77be9c7b3/13244_2022_1301_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/7b95bc692774/13244_2022_1301_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/5dfd61aeeed5/13244_2022_1301_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/d5f03e140505/13244_2022_1301_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/5cc3c15109d3/13244_2022_1301_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/f8b77be9c7b3/13244_2022_1301_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/7b95bc692774/13244_2022_1301_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/5dfd61aeeed5/13244_2022_1301_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/d5f03e140505/13244_2022_1301_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52d1/9547759/5cc3c15109d3/13244_2022_1301_Fig5_HTML.jpg

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