• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

定量 CT 直方图和 FDG-PET 对肺腺癌早期的鳞屑样生长亚型的预测准确性。

Predictive accuracy of lepidic growth subtypes in early-stage adenocarcinoma of the lung by quantitative CT histogram and FDG-PET.

机构信息

Department of Surgery, Tokyo Medical University, Tokyo, Japan.

Department of Surgery, Tokyo Medical University, Tokyo, Japan.

出版信息

Lung Cancer. 2018 Nov;125:14-21. doi: 10.1016/j.lungcan.2018.08.027. Epub 2018 Sep 3.

DOI:10.1016/j.lungcan.2018.08.027
PMID:30429012
Abstract

OBJECTIVES

The aim of this study was to analyze the accuracy of computed tomography (CT) and F-18 fluorodeoxyglucose-positron emission tomography/CT (FDG-PET/CT) to distinguish lepidic growth adenocarcinoma (LGA), including adenocarcinoma in situ (AIS), minimally invasive adenocarcinoma (MIA), and lepidic-predominant adenocarcinoma, all of which have favorable survival outcomes, from the more aggressive and invasive non-LGA subtypes.

MATERIALS AND METHODS

We identified 225 patients with c-0/I adenocarcinoma of the lung who underwent PET/CT and 3DCT followed by complete resection. Maximum standardized uptake values (SUVmax) of FDG and several histogram parameters were analyzed. Histological grades were classified according to the predominant subtype (G1: lepidic; G3: micropapillary or solid; and G2: subtypes other than G1/G3).

RESULTS

The proportion of pathological invasive factors (lymphatic vessel involvement/blood vessel invasion/pleural invasion/lymph node metastasis) of patients with preinvasive adenocarcinoma, G1, G2, and G3 tumors were 0%, 3.6%, 48.0%, and 100%, respectively; p <  0.001). Multivariate analysis with CT-related parameters demonstrated that 75 percentile CT attenuation value (75%, p <  0.001) and maximum CT attenuation value (maxCT, p =  0.009) were associated with incidence of non-LGA, whereas the value of SUVmax demonstrated a significant correlation (p <  0.001). When all patients were dichotomized according to ground-glass opacities (GGO)/solid-dominancy for CT maximum diameter, a significant correlation with non-LGA was shown in patients with solid-dominant tumor on SUVmax (p <  0.001) and with GGO-dominant tumor on 75% (p =  0.006) and maxCT (p =  0.007). The combination of one of the two significant histogram parameters and SUVmax revealed higher predictive performance for pathological high malignant features (positive pathological invasive factors, non-LGA, and the highly malignant subtype covering G2 with moderately or poorly-differentiated carcinoma and G3) than the individual use of either factor.

CONCLUSION

The 75%, maxCT, and SUVmax were highly useful in distinguishing LGA from non-LGA in c-0/I adenocarcinoma.

摘要

目的

本研究旨在分析计算机断层扫描(CT)和 F-18 氟脱氧葡萄糖正电子发射断层扫描/CT(FDG-PET/CT)在区分具有良好生存结局的贴壁型生长腺癌(LGA),包括原位腺癌(AIS)、微浸润腺癌(MIA)和以贴壁生长为主的腺癌,与侵袭性更强的非 LGA 亚型方面的准确性。

材料和方法

我们纳入了 225 例接受 PET/CT 和 3DCT 检查并随后行完全切除术的 c-0/I 期肺癌患者。分析 FDG 的最大标准化摄取值(SUVmax)和几个直方图参数。根据主要亚型(G1:贴壁;G3:微乳头或实体;G2:G1/G3 以外的亚型)对组织学分级进行分类。

结果

术前浸润性因素(淋巴管浸润/血管浸润/胸膜侵犯/淋巴结转移)在具有术前腺癌、G1、G2 和 G3 肿瘤的患者中的比例分别为 0%、3.6%、48.0%和 100%;p<0.001)。与 CT 相关参数的多变量分析表明,75%CT 衰减值(75%,p<0.001)和最大 CT 衰减值(maxCT,p=0.009)与非 LGA 发生率相关,而 SUVmax 有显著相关性(p<0.001)。当根据 CT 最大直径的磨玻璃密度(GGO)/实体优势将所有患者分为两组时,在 SUVmax 上具有实性优势的患者中,与非 LGA 显著相关(p<0.001),而在 GGO 优势的患者中,与 75%(p=0.006)和 maxCT(p=0.007)显著相关。两种有意义的直方图参数之一与 SUVmax 的结合,对预测病理高恶性特征(阳性病理浸润性因素、非 LGA 和包括中度或低分化癌的 G2 和 G3 在内的高度恶性亚型)的性能优于单独使用任何一种因素。

结论

75%、maxCT 和 SUVmax 对区分 c-0/I 期腺癌中的 LGA 与非 LGA 非常有用。

相似文献

1
Predictive accuracy of lepidic growth subtypes in early-stage adenocarcinoma of the lung by quantitative CT histogram and FDG-PET.定量 CT 直方图和 FDG-PET 对肺腺癌早期的鳞屑样生长亚型的预测准确性。
Lung Cancer. 2018 Nov;125:14-21. doi: 10.1016/j.lungcan.2018.08.027. Epub 2018 Sep 3.
2
Prognostic impact of the integration of volumetric quantification of the solid part of the tumor on 3DCT and FDG-PET imaging in clinical stage IA adenocarcinoma of the lung.肿瘤实性成分的体积定量分析与 3DCT 和 FDG-PET 成像在临床ⅠA 期肺腺癌中的预后价值。
Lung Cancer. 2018 Jul;121:91-96. doi: 10.1016/j.lungcan.2018.05.001. Epub 2018 May 4.
3
Role of PET/CT in Management of Early Lung Adenocarcinoma.正电子发射断层扫描/计算机断层扫描(PET/CT)在早期肺腺癌治疗中的作用。
AJR Am J Roentgenol. 2020 Feb;214(2):437-445. doi: 10.2214/AJR.19.21585. Epub 2019 Nov 12.
4
[Value of PET/CT Combined with CT Three-dimensional Reconstruction 
in Distinguishing Different Pathological Subtypes of Early Lung Adenocarcinoma].[PET/CT联合CT三维重建在鉴别早期肺腺癌不同病理亚型中的价值]
Zhongguo Fei Ai Za Zhi. 2021 Jul 20;24(7):468-474. doi: 10.3779/j.issn.1009-3419.2021.101.19. Epub 2021 Jun 14.
5
Differences in PET/CT standardized uptake values involvement and survival compared to histologic subtypes of lung adenocarcinoma.与肺腺癌的组织学亚型相比,PET/CT 标准化摄取值的受累情况和生存的差异。
Tumori. 2021 Jun;107(3):231-237. doi: 10.1177/0300891620950475. Epub 2020 Sep 2.
6
Utility of Maximum Standard Uptake Value as a Predictor for Differentiating the Invasiveness of T1 Stage Pulmonary Adenocarcinoma.最大标准化摄取值在鉴别 T1 期肺腺癌侵袭性中的作用。
Clin Lung Cancer. 2018 May;19(3):221-229. doi: 10.1016/j.cllc.2017.11.009. Epub 2017 Dec 2.
7
The maximum standardized uptake value of preoperative positron emission tomography/computed tomography in lung adenocarcinoma with a ground-glass opacity component of less than 30 mm.术前正电子发射断层扫描/计算机断层扫描在磨玻璃密度成分小于30毫米的肺腺癌中的最大标准化摄取值
J Surg Oncol. 2018 Mar;117(3):451-456. doi: 10.1002/jso.24857. Epub 2017 Nov 11.
8
Minor components of micropapillary and solid subtypes in lung invasive adenocarcinoma (≤ 3 cm): PET/CT findings and correlations with lymph node metastasis.肺浸润性腺癌(≤3cm)中小乳头状和实体型的次要成分:PET/CT 表现及其与淋巴结转移的相关性。
Radiol Med. 2020 Mar;125(3):257-264. doi: 10.1007/s11547-019-01112-x. Epub 2019 Dec 10.
9
Relationship between F-FDG PET/CT Semi-Quantitative Parameters and International Association for the Study of Lung Cancer, American Thoracic Society/European Respiratory Society Classification in Lung Adenocarcinomas.肺腺癌中 F-FDG PET/CT 半定量参数与国际肺癌研究协会、美国胸科学会/欧洲呼吸学会分类的关系。
Korean J Radiol. 2022 Jan;23(1):112-123. doi: 10.3348/kjr.2021.0455.
10
Close association of IASLC/ATS/ERS lung adenocarcinoma subtypes with glucose-uptake in positron emission tomography.国际肺癌研究协会(IASLC)/美国胸科学会(ATS)/欧洲呼吸学会(ERS)肺腺癌亚型与正电子发射断层扫描中葡萄糖摄取的密切关联。
Lung Cancer. 2015 Jan;87(1):28-33. doi: 10.1016/j.lungcan.2014.11.010. Epub 2014 Nov 27.

引用本文的文献

1
Artificial intelligence-based CT histogram parameters differentiating bronchiolar adenoma and lung adenocarcinomas: A two-center study.基于人工智能的CT直方图参数鉴别细支气管腺瘤和肺腺癌:一项双中心研究。
PLoS One. 2025 Sep 8;20(9):e0331336. doi: 10.1371/journal.pone.0331336. eCollection 2025.
2
Potential of spectral imaging generated by contrast-enhanced dual-energy CT for lung cancer histopathological classification - A preliminary study.对比增强双能量CT生成的光谱成像用于肺癌组织病理学分类的潜力——一项初步研究
Eur J Radiol Open. 2024 Dec 26;14:100628. doi: 10.1016/j.ejro.2024.100628. eCollection 2025 Jun.
3
: artificial intelligence-driven histologic pattern recognition for improved diagnosis of early-stage invasive lung adenocarcinoma.
用于改善早期浸润性肺腺癌诊断的人工智能驱动的组织学模式识别
Transl Lung Cancer Res. 2024 Aug 31;13(8):1816-1827. doi: 10.21037/tlcr-24-258. Epub 2024 Aug 26.
4
A nomogram for predicting invasiveness of lung adenocarcinoma manifesting as pure ground-glass nodules: incorporating subjective CT signs and histogram parameters based on artificial intelligence.一种用于预测表现为纯磨玻璃结节的肺腺癌侵袭性的列线图:基于人工智能整合主观CT征象和直方图参数
J Cancer Res Clin Oncol. 2023 Nov;149(17):15323-15333. doi: 10.1007/s00432-023-05262-4. Epub 2023 Aug 25.
5
Artificial-intelligence-based computed tomography histogram analysis predicting tumor invasiveness of lung adenocarcinomas manifesting as radiological part-solid nodules.基于人工智能的计算机断层扫描直方图分析预测表现为放射学部分实性结节的肺腺癌的肿瘤侵袭性
Front Oncol. 2023 Feb 23;13:1096453. doi: 10.3389/fonc.2023.1096453. eCollection 2023.
6
[Prediction of Lymph Node Metastasis of Mixed Ground-glass Nodules 
Based on Clinical Imaging Information].基于临床影像信息对混合性磨玻璃结节淋巴结转移的预测
Zhongguo Fei Ai Za Zhi. 2023 Feb 20;26(2):113-118. doi: 10.3779/j.issn.1009-3419.2023.101.06.
7
Artificial intelligence-based radiomics for the prediction of nodal metastasis in early-stage lung cancer.基于人工智能的影像组学在预测早期肺癌淋巴结转移中的应用。
Sci Rep. 2023 Jan 19;13(1):1028. doi: 10.1038/s41598-023-28242-7.
8
Study on the Correlation Between CT Features and Vascular Tumor Thrombus Together With Nerve Invasion in Surgically Resected Lung Adenocarcinoma.手术切除的肺腺癌CT特征与血管肿瘤血栓及神经侵犯的相关性研究
Front Surg. 2022 Jun 28;9:931568. doi: 10.3389/fsurg.2022.931568. eCollection 2022.
9
Radiomics for identifying lung adenocarcinomas with predominant lepidic growth manifesting as large pure ground-glass nodules on CT images.基于 CT 图像上表现为大纯磨玻璃结节的以鳞屑样生长为主的肺腺癌的放射组学识别。
PLoS One. 2022 Jun 24;17(6):e0269356. doi: 10.1371/journal.pone.0269356. eCollection 2022.
10
Combination of mean CT value and maximum CT value as a novel predictor of lepidic predominant lesions in small lung adenocarcinoma presenting as solid nodules.平均 CT 值和最大 CT 值的联合作为一种新的预测工具,用于预测表现为实性结节的小肺腺癌中以鳞屑样为主的病变。
Sci Rep. 2022 Mar 31;12(1):5450. doi: 10.1038/s41598-022-09173-1.