• 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

应用双能谱 CT 定量评估多发性骨髓瘤骨髓浸润。

Quantitative evaluation of bone marrow infiltration using dual-energy spectral computed tomography in patients with multiple myeloma.

机构信息

Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.

Institute of Medical Imaging, State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu, China.

出版信息

J Xray Sci Technol. 2021;29(3):463-475. doi: 10.3233/XST-200811.

DOI:10.3233/XST-200811
PMID:33720868
Abstract

OBJECTIVE

To explore the potential value of quantitative parameters derived from dual-energy spectral computed tomography (DESCT) as comparing to the parameters derived from magnetic resonance imaging (MRI) in detecting bone marrow (BM) infiltration and distinguishing different patterns of BM infiltration in patients diagnosed with Multiple myeloma (MM).

METHODS

This study involved 35MM patients and 15 healthy control subjects who had undergone spinal DESCT and MRI. Pattern assignment was based on visual assessment of MR images, and the regions of interest were defined on both DESCT and apparent diffusion coefficient maps. Quantitative values of DESCT parameters were measured and compared between infiltrated and healthy bone marrow. Receiver operating characteristic (ROC) analysis was performed to determine potential utility of DESCT parameters in identifying BM infiltration and different patterns defined by MRI. Sensitivity and specificity under the optimal thresholds determined by the Youden Index were also calculated.

RSULTS

Statistical differences were observed between the DESCT parameters including Ca(Water), Water(Ca), HAP(Fat), Fat(HAP) and Effective atomic number (Eff-Z) but not for the 70-keV CT value between the infiltrated and healthy BM (all P < 0.001). The 70keV CT value and Ca(Water), HAP(Fat) and Eff-Z values were also found to be statistically different in comparing different infiltration patterns (all P < 0.05). Performance of the model-based parameter Ca/Water was superior in differentiating between infiltrated and healthy BM in which the area under ROC curve, AUC = 0.856 [95% CI, 81.4-89.1%] with sensitivity = 0.841 and specificity = 0.768, as well as between MM patients and control subjects (AUC = 0.910 [95% CI, 79.5-97.3%], sensitivity = 0.829 and specificity = 1.000).

CONCLUSIONS

Analysis of DESCT offers potential as a quantitative method to detect infiltrated BM and evaluate infiltration patterns of BM in patients diagnosed with MM.

摘要

目的

探讨双能谱 CT(DESCT)定量参数与磁共振成像(MRI)参数相比在检测多发性骨髓瘤(MM)患者骨髓(BM)浸润和区分不同 BM 浸润模式中的潜在价值。

方法

本研究纳入 35 例 MM 患者和 15 例健康对照者,均行脊柱 DESCT 和 MRI 检查。基于 MRI 图像的视觉评估进行模式分配,并在 DESCT 和表观扩散系数图上定义感兴趣区。测量并比较浸润性和正常骨髓的 DESCT 参数的定量值。通过接收者操作特征(ROC)分析确定 DESCT 参数在识别 BM 浸润和 MRI 定义的不同模式中的潜在应用价值。还计算了最佳阈值下由 Youden 指数确定的敏感性和特异性。

结果

在浸润性和正常 BM 之间,观察到 DESCT 参数(包括 Ca(水)、水(Ca)、HAP(脂肪)、脂肪(HAP)和有效原子数(Eff-Z))之间存在统计学差异,但 70keV CT 值无统计学差异(均 P<0.001)。还发现不同浸润模式之间 70keV CT 值和 Ca(水)、HAP(脂肪)和 Eff-Z 值也存在统计学差异(均 P<0.05)。基于模型的参数 Ca/Water 在区分浸润性和正常 BM 方面表现更好,ROC 曲线下面积 AUC=0.856 [95%CI,81.4-89.1%],敏感性=0.841,特异性=0.768,以及区分 MM 患者和对照组(AUC=0.910 [95%CI,79.5-97.3%],敏感性=0.829,特异性=1.000)。

结论

DESCT 分析有可能成为一种定量方法,用于检测 MM 患者的浸润性 BM 并评估 BM 浸润模式。

相似文献

1
Quantitative evaluation of bone marrow infiltration using dual-energy spectral computed tomography in patients with multiple myeloma.应用双能谱 CT 定量评估多发性骨髓瘤骨髓浸润。
J Xray Sci Technol. 2021;29(3):463-475. doi: 10.3233/XST-200811.
2
Multiple Myeloma and Dual-Energy CT: Diagnostic Accuracy of Virtual Noncalcium Technique for Detection of Bone Marrow Infiltration of the Spine and Pelvis.多发性骨髓瘤与双能量 CT:虚拟非钙技术检测脊柱和骨盆骨髓浸润的诊断准确性。
Radiology. 2018 Jan;286(1):205-213. doi: 10.1148/radiol.2017170281. Epub 2017 Aug 11.
3
Feasibility of artificial intelligence-supported assessment of bone marrow infiltration using dual-energy computed tomography in patients with evidence of monoclonal protein - a retrospective observational study.基于双能 CT 对有单克隆蛋白证据患者骨髓浸润进行人工智能辅助评估的可行性:一项回顾性观察研究。
Eur Radiol. 2022 May;32(5):2901-2911. doi: 10.1007/s00330-021-08419-2. Epub 2021 Dec 18.
4
Quantitative bone marrow magnetic resonance imaging through apparent diffusion coefficient and fat fraction in multiple myeloma patients.多发性骨髓瘤患者骨髓磁共振弥散加权成像表观扩散系数和脂肪分数定量分析
Radiol Med. 2021 Mar;126(3):445-452. doi: 10.1007/s11547-020-01258-z. Epub 2020 Aug 18.
5
Detecting bone marrow infiltration in nonosteolytic multiple myeloma through separation of hydroxyapatite via the two-material decomposition technique in spectral computed tomography.通过光谱计算机断层扫描中的双材料分解技术分离羟基磷灰石来检测非溶骨性多发性骨髓瘤中的骨髓浸润。
Quant Imaging Med Surg. 2024 Mar 15;14(3):2345-2356. doi: 10.21037/qims-23-1042. Epub 2024 Mar 4.
6
Value of third-generation of VNCa dual-energy CT for differentiating diffuse marrow infiltration of multiple myeloma from red bone marrow.第三代双能量VNCa CT在鉴别多发性骨髓瘤弥漫性骨髓浸润与红骨髓方面的价值
Medicine (Baltimore). 2024 May 3;103(18):e38003. doi: 10.1097/MD.0000000000038003.
7
Dual-energy CT of the bone marrow in multiple myeloma: diagnostic accuracy for quantitative differentiation of infiltration patterns.多发性骨髓瘤骨髓的双能 CT:定量区分浸润模式的诊断准确性。
Eur Radiol. 2018 Dec;28(12):5083-5090. doi: 10.1007/s00330-018-5537-5. Epub 2018 Jun 7.
8
Quantitative assessment of bone marrow infiltration and characterization of tumor burden using dual-layer spectral CT in patients with multiple myeloma.采用双层光谱 CT 对多发性骨髓瘤患者骨髓浸润进行定量评估及肿瘤负荷特征分析。
Radiol Oncol. 2024 Jan 6;58(1):43-50. doi: 10.2478/raon-2024-0003. eCollection 2024 Mar 1.
9
Dual-energy CT: virtual calcium subtraction for assessment of bone marrow involvement of the spine in multiple myeloma.双能 CT:虚拟钙减法在多发性骨髓瘤脊柱骨髓受累评估中的应用。
AJR Am J Roentgenol. 2015 Mar;204(3):W324-31. doi: 10.2214/AJR.14.12613.
10
Application of Dual-Energy Spectral Computed Tomography in Bone Mineral Density Measurement: Phantom and Clinical Research.双能谱计算机断层扫描在骨密度测量中的应用:体模与临床研究
Int J Gen Med. 2022 Aug 29;15:6887-6896. doi: 10.2147/IJGM.S381857. eCollection 2022.

引用本文的文献

1
Diagnosis of newly developed multiple myeloma without bone disease detectable on conventional computed tomography (CT) scan by using dual-energy CT.通过双能计算机断层扫描(CT)诊断新发生的、在传统CT扫描上未检测到骨病的多发性骨髓瘤。
J Bone Oncol. 2024 Sep 24;48:100636. doi: 10.1016/j.jbo.2024.100636. eCollection 2024 Oct.
2
Recent advances in imaging and artificial intelligence (AI) for quantitative assessment of multiple myeloma.用于多发性骨髓瘤定量评估的成像和人工智能(AI)的最新进展。
Am J Nucl Med Mol Imaging. 2024 Aug 25;14(4):208-229. doi: 10.62347/NLLV9295. eCollection 2024.
3
Optimizing twin-beam dual-energy CT reconstruction: Quantitative consistency and stability assessment in reference to 120 kV: An observational study.
优化双能 CT 重建的双子束:参照 120kV 的定量一致性和稳定性评估:一项观察性研究。
Medicine (Baltimore). 2024 Jun 21;103(25):e38276. doi: 10.1097/MD.0000000000038276.
4
Detecting bone marrow infiltration in nonosteolytic multiple myeloma through separation of hydroxyapatite via the two-material decomposition technique in spectral computed tomography.通过光谱计算机断层扫描中的双材料分解技术分离羟基磷灰石来检测非溶骨性多发性骨髓瘤中的骨髓浸润。
Quant Imaging Med Surg. 2024 Mar 15;14(3):2345-2356. doi: 10.21037/qims-23-1042. Epub 2024 Mar 4.
5
Quantitative assessment of bone marrow infiltration and characterization of tumor burden using dual-layer spectral CT in patients with multiple myeloma.采用双层光谱 CT 对多发性骨髓瘤患者骨髓浸润进行定量评估及肿瘤负荷特征分析。
Radiol Oncol. 2024 Jan 6;58(1):43-50. doi: 10.2478/raon-2024-0003. eCollection 2024 Mar 1.