• 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

双层光谱探测器 CT(SDCT)可提高混合磨玻璃肺结节的检出率。

Dual-layer spectral detector CT (SDCT) can improve the detection of mixed ground-glass lung nodules.

机构信息

Medical Imaging Department, First Affiliated Hospital of Kunming Medical University, Kunming, China.

Pathology Department, First Affiliated Hospital of Kunming Medical University, Kunming, China.

出版信息

J Cancer Res Clin Oncol. 2023 Aug;149(9):5901-5906. doi: 10.1007/s00432-022-04543-8. Epub 2023 Jan 3.

DOI:10.1007/s00432-022-04543-8
PMID:36595045
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9808726/
Abstract

BACKGROUND

Mixed ground-glass lung nodules are a high-risk factor for lung adenocarcinoma. This study aimed to analyze the value of SDCT electron density imaging in the detection of mixed ground-glass lung nodules (GGNs).

METHOD

150 patients with GGNs confirmed by chest SDCT and surgical pathology were retrospectively analyzed. GGNs were screened by two senior radiologists by the double-blind method based on conventional CT and SDCT electron density images. Average CT values and electron density (ED) values of GGNs were measured for all, solid and ground-glass.

RESULT

Thirty pGGN cases determined by conventional CT were found to be mGGN on electron density images, including 23 in the invasive adenocarcinoma group (detection rate of 35.38%), which was significantly higher than that of the PGL group (14.89%, P < 0.05). In electron density images, average CT values and ED values in the PGL and invasive adenocarcinoma groups with pGGNs were no difference. The average CT value and ED value were significantly higher in the mGGN invasive adenocarcinoma group compared with the PGL group (P < 0.05). Meanwhile, ROC curve analysis of average CT value and ED value revealed AUC values for mGGN infiltration of 0.759 and 0.752.

CONCLUSION

SDCT can improve GGN visualization and increase the detection rate of mGGN compared with conventional CT. Attention should be paid to invasive adenocarcinoma for lung GGNs detected as mGGNs with high average CT value or ED value.

摘要

背景

混合磨玻璃结节是肺腺癌的高危因素。本研究旨在分析 SDCT 电子密度成像在检测混合磨玻璃结节(GGN)中的价值。

方法

回顾性分析经胸部 SDCT 和手术病理证实的 150 例 GGN 患者。两名资深放射科医生采用双盲法,基于常规 CT 和 SDCT 电子密度图像筛选 GGN。测量所有实性和磨玻璃成分的平均 CT 值和电子密度(ED)值。

结果

30 例常规 CT 确定的 pGGN 在电子密度图像上被发现为 mGGN,其中 23 例位于浸润性腺癌组(检出率为 35.38%),明显高于 PGL 组(14.89%,P<0.05)。在电子密度图像中,pGGN 的 PGL 组和浸润性腺癌组的平均 CT 值和 ED 值无差异。mGGN 浸润性腺癌组的平均 CT 值和 ED 值明显高于 PGL 组(P<0.05)。同时,平均 CT 值和 ED 值的 ROC 曲线分析显示 mGGN 浸润的 AUC 值分别为 0.759 和 0.752。

结论

与常规 CT 相比,SDCT 可以提高 GGN 的可视化程度,增加 mGGN 的检出率。对于检测为 mGGN 且平均 CT 值或 ED 值较高的肺 GGN,应注意浸润性腺癌。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/b4d090a4e471/432_2022_4543_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/aff81e042e53/432_2022_4543_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/862dab0da745/432_2022_4543_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/cad9965b5aa4/432_2022_4543_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/b4d090a4e471/432_2022_4543_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/aff81e042e53/432_2022_4543_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/862dab0da745/432_2022_4543_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/cad9965b5aa4/432_2022_4543_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc27/11796565/b4d090a4e471/432_2022_4543_Fig4_HTML.jpg

相似文献

1
Dual-layer spectral detector CT (SDCT) can improve the detection of mixed ground-glass lung nodules.双层光谱探测器 CT(SDCT)可提高混合磨玻璃肺结节的检出率。
J Cancer Res Clin Oncol. 2023 Aug;149(9):5901-5906. doi: 10.1007/s00432-022-04543-8. Epub 2023 Jan 3.
2
Preoperative predicting invasiveness of lung adenocarcinoma manifesting as ground-glass nodules based on multimodal images of dual-layer spectral detector CT radiomics models.基于双层光谱探测器CT影像组学模型的多模态图像术前预测表现为磨玻璃结节的肺腺癌侵袭性
J Cancer Res Clin Oncol. 2023 Nov;149(17):15425-15438. doi: 10.1007/s00432-023-05311-y. Epub 2023 Aug 29.
3
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.
4
Computed tomography imaging and clinical characteristics of pulmonary ground-glass nodules ≤2 cm with micropapillary pattern.计算机断层扫描成像与微乳头模式 ≤2cm 肺部磨玻璃结节的临床特征。
Thorac Cancer. 2023 Dec;14(35):3433-3444. doi: 10.1111/1759-7714.15136. Epub 2023 Oct 24.
5
The Value of Topological Radiomics Analysis in Predicting Malignant Risk of Pulmonary Ground-Glass Nodules: A Multi-Center Study.基于拓扑特征的影像组学分析对预测肺磨玻璃结节恶性风险的价值:多中心研究
Technol Cancer Res Treat. 2024 Jan-Dec;23:15330338241287089. doi: 10.1177/15330338241287089.
6
A Nomogram Combining Two Novel Biomarkers for Predicting Lung Adenocarcinoma in Ground-Glass Nodule Patients.一种结合两种新型生物标志物用于预测磨玻璃结节患者肺腺癌的列线图。
Hum Mutat. 2025 Jun 11;2025:8647969. doi: 10.1155/humu/8647969. eCollection 2025.
7
Two-stage minimally invasive pulmonary resections with intraoperative localization technique for bilateral multiple primary lung cancers: A case report.两阶段微创肺切除术联合术中定位技术治疗双侧多发原发性肺癌:病例报告。
Thorac Cancer. 2024 Jan;15(2):192-197. doi: 10.1111/1759-7714.15183. Epub 2023 Nov 29.
8
Nomogram based on radiomics and CT features for predicting visceral pleural invasion of invasive adenocarcinoma ≤ 2 cm: A multicenter study.基于影像组学和CT特征的列线图预测直径≤2 cm浸润性腺癌脏层胸膜侵犯:一项多中心研究
Eur J Radiol. 2025 Jun 12;190:112227. doi: 10.1016/j.ejrad.2025.112227.
9
Intra- and Peritumoral-Based Radiomics for Preoperatively Assessing the Pathological Subtype of T1-Stage Lung Adenocarcinoma Presenting as Pure Ground-Glass Nodules.基于瘤内和瘤周的影像组学用于术前评估表现为纯磨玻璃结节的T1期肺腺癌的病理亚型
Technol Cancer Res Treat. 2024 Jan-Dec;23:15330338241305432. doi: 10.1177/15330338241305432.
10
Systemic treatments for metastatic cutaneous melanoma.转移性皮肤黑色素瘤的全身治疗
Cochrane Database Syst Rev. 2018 Feb 6;2(2):CD011123. doi: 10.1002/14651858.CD011123.pub2.

引用本文的文献

1
Dual-layer spectral detector CT electron density imaging: impressive technology for imaging characteristics of ground-glass nodules.双层光谱探测器CT电子密度成像:用于磨玻璃结节成像特征的令人印象深刻的技术。
Quant Imaging Med Surg. 2025 Aug 1;15(8):7441-7452. doi: 10.21037/qims-2024-2923. Epub 2025 Jul 30.
2
Dual-layer spectral detector computed tomography multiparameter machine learning model for prediction of invasive lung adenocarcinoma.用于预测浸润性肺腺癌的双层光谱探测器计算机断层扫描多参数机器学习模型
Transl Lung Cancer Res. 2025 Feb 28;14(2):385-397. doi: 10.21037/tlcr-24-822. Epub 2025 Feb 27.
3
Quantitative parameters of HRCT target scan to predict the risk of lung adenocarcinoma based on the detection of lung ground-glass nodules.

本文引用的文献

1
Added value of contrast-enhanced ultrasound to conventional ultrasound for characterization of indeterminate soft-tissue tumors.对比增强超声在常规超声对不确定软组织肿瘤的特征化中的应用价值。
Br J Radiol. 2023 Jan 1;96(1141):20220404. doi: 10.1259/bjr.20220404. Epub 2022 Dec 9.
2
Comprehensive characterization of genomic and radiologic features reveals distinct driver patterns of RTK/RAS pathway in ground-glass opacity pulmonary nodules.全面的基因组和影像学特征分析揭示了磨玻璃密度肺结节中 RTK/RAS 通路的不同驱动模式。
Int J Cancer. 2022 Dec 1;151(11):2020-2030. doi: 10.1002/ijc.34238. Epub 2022 Aug 27.
3
Invasive Prediction of Ground Glass Nodule Based on Clinical Characteristics and Radiomics Feature.
基于肺磨玻璃结节检测的HRCT靶扫描定量参数预测肺腺癌风险
Clin Transl Oncol. 2025 Mar;27(3):1084-1091. doi: 10.1007/s12094-024-03676-1. Epub 2024 Aug 24.
4
Predictive value of spectral dual-detector computed tomography for expression in stage I lung adenocarcinoma: development and validation of a novel nomogram.光谱双探测器计算机断层扫描对Ⅰ期肺腺癌表达的预测价值:一种新型列线图的开发与验证
Quant Imaging Med Surg. 2024 Aug 1;14(8):5983-6001. doi: 10.21037/qims-24-15. Epub 2024 Jul 24.
5
CT-based radiomics and clinical characteristics for predicting bone metastasis in lung adenocarcinoma patients.基于CT的影像组学及临床特征对肺腺癌患者骨转移的预测研究
Transl Lung Cancer Res. 2024 Apr 29;13(4):721-732. doi: 10.21037/tlcr-24-38. Epub 2024 Apr 25.
6
Preoperative predicting invasiveness of lung adenocarcinoma manifesting as ground-glass nodules based on multimodal images of dual-layer spectral detector CT radiomics models.基于双层光谱探测器CT影像组学模型的多模态图像术前预测表现为磨玻璃结节的肺腺癌侵袭性
J Cancer Res Clin Oncol. 2023 Nov;149(17):15425-15438. doi: 10.1007/s00432-023-05311-y. Epub 2023 Aug 29.
7
Spectral Dual-Layer Computed Tomography Can Predict the Invasiveness of Ground-Glass Nodules: A Diagnostic Model Combined with Thymidine Kinase-1.光谱双层计算机断层扫描可预测磨玻璃结节的侵袭性:联合胸苷激酶-1的诊断模型
J Clin Med. 2023 Jan 31;12(3):1107. doi: 10.3390/jcm12031107.
基于临床特征和影像组学特征的磨玻璃结节侵袭性预测
Front Genet. 2022 Jan 6;12:783391. doi: 10.3389/fgene.2021.783391. eCollection 2021.
4
Evaluating the Patient With a Pulmonary Nodule: A Review.评估肺部结节患者:综述。
JAMA. 2022 Jan 18;327(3):264-273. doi: 10.1001/jama.2021.24287.
5
Prediction of invasive adenocarcinomas manifesting as pure ground-glass nodules based on radiomic signature of low-dose CT in lung cancer screening.基于肺癌筛查中低剂量 CT 的放射组学特征预测表现为纯磨玻璃结节的浸润性腺癌。
Br J Radiol. 2022 May 1;95(1133):20211048. doi: 10.1259/bjr.20211048. Epub 2022 Jan 20.
6
Benign and malignant pulmonary part-solid nodules: differentiation via thin-section computed tomography.良性与恶性肺部部分实性结节:通过薄层计算机断层扫描进行鉴别
Quant Imaging Med Surg. 2022 Jan;12(1):699-710. doi: 10.21037/qims-21-145.
7
Multiomics Analysis Reveals Distinct Immunogenomic Features of Lung Cancer with Ground-Glass Opacity.多组学分析揭示了具有磨玻璃密度的肺癌的独特免疫基因组特征。
Am J Respir Crit Care Med. 2021 Nov 15;204(10):1180-1192. doi: 10.1164/rccm.202101-0119OC.
8
Assessment of relationships among clinicopathological characteristics, morphological computer tomography features, and tumor cell proliferation in stage I lung adenocarcinoma.I期肺腺癌临床病理特征、形态学计算机断层扫描特征与肿瘤细胞增殖之间的关系评估
J Thorac Dis. 2021 May;13(5):2844-2857. doi: 10.21037/jtd-21-7.
9
Cost-Effectiveness of Treatment Thresholds for Subsolid Pulmonary Nodules in CT Lung Cancer Screening.CT肺癌筛查中实性肺结节治疗阈值的成本效益
Radiology. 2021 Sep;300(3):586-593. doi: 10.1148/radiol.2021204418. Epub 2021 Jun 15.
10
Lung cancer probability and clinical outcomes of baseline and new subsolid nodules detected on low-dose CT screening.低剂量 CT 筛查中检测到的基线和新亚实性结节的肺癌概率和临床结局。
Thorax. 2021 Oct;76(10):980-988. doi: 10.1136/thoraxjnl-2020-215107. Epub 2021 Apr 15.