Quantitative assessment of bone marrow infiltration and characterization of tumor burden using dual-layer spectral CT in patients with multiple myeloma.

IF 2.1 4区 医学 Q3 ONCOLOGY
Radiology and Oncology Pub Date : 2024-01-06 eCollection Date: 2024-03-01 DOI:10.2478/raon-2024-0003
Xing Xiong, Rong Hong, Xu Fan, Zhengmei Hao, Xiaohui Zhang, Yu Zhang, Chunhong Hu
{"title":"Quantitative assessment of bone marrow infiltration and characterization of tumor burden using dual-layer spectral CT in patients with multiple myeloma.","authors":"Xing Xiong, Rong Hong, Xu Fan, Zhengmei Hao, Xiaohui Zhang, Yu Zhang, Chunhong Hu","doi":"10.2478/raon-2024-0003","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The aim of the study was to evaluate whether virtual calcium subtraction (VNCa) image extracted from dual-layer spectral CT could estimate bone marrow (BM) infiltration with MRI as the reference standard and characterize tumor burden in patients with multiple myeloma (MM).</p><p><strong>Patients and methods: </strong>Forty-seven patients with newly diagnosed MM were retrospectively enrolled. They had undergone whole-body low-dose dual-layer spectral CT (DLCT) and whole-body MRI within one week. VNCa images with calcium-suppressed (CaSupp) indices ranging from 25 to 95 at an interval of 10 and apparent diffusion coefficient (ADC) maps were quantitatively analyzed on vertebral bodies L1-L5 at the central slice of images. The optimal combination was selected by correlation analysis between CT numbers and ADC values. Then, it was used to characterize tumor burden by correlation analysis and receiver operating characteristic (ROC) curves analysis, including plasma cell infiltration rate (PCIR), high serum-free light chains (SFLC) ratio and the high-risk cytogenetic (HRC) status.</p><p><strong>Results: </strong>The most significant quantitative correlation between CT numbers of VNCa images and ADC values could be found at CaSupp index 85 for averaged L1-L5 (r = 0.612, p < 0.001). It allowed quantitative evaluation of PCIR (r = 0.835, p < 0.001). It could also anticipate high SFLC ratio and the HRC status with <i>area under the curve</i> (<i>AUC</i>) of 0.876 and 0.760, respectively.</p><p><strong>Conclusions: </strong>The VNCa measurements of averaged L1-L5 showed the highest correlation with ADC at CaSupp index 85. It could therefore be used as additional imaging biomarker for non-invasive assessment of tumor burden if ADC is not feasible.</p>","PeriodicalId":21034,"journal":{"name":"Radiology and Oncology","volume":" ","pages":"43-50"},"PeriodicalIF":2.1000,"publicationDate":"2024-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10878765/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiology and Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2478/raon-2024-0003","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/3/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The aim of the study was to evaluate whether virtual calcium subtraction (VNCa) image extracted from dual-layer spectral CT could estimate bone marrow (BM) infiltration with MRI as the reference standard and characterize tumor burden in patients with multiple myeloma (MM).

Patients and methods: Forty-seven patients with newly diagnosed MM were retrospectively enrolled. They had undergone whole-body low-dose dual-layer spectral CT (DLCT) and whole-body MRI within one week. VNCa images with calcium-suppressed (CaSupp) indices ranging from 25 to 95 at an interval of 10 and apparent diffusion coefficient (ADC) maps were quantitatively analyzed on vertebral bodies L1-L5 at the central slice of images. The optimal combination was selected by correlation analysis between CT numbers and ADC values. Then, it was used to characterize tumor burden by correlation analysis and receiver operating characteristic (ROC) curves analysis, including plasma cell infiltration rate (PCIR), high serum-free light chains (SFLC) ratio and the high-risk cytogenetic (HRC) status.

Results: The most significant quantitative correlation between CT numbers of VNCa images and ADC values could be found at CaSupp index 85 for averaged L1-L5 (r = 0.612, p < 0.001). It allowed quantitative evaluation of PCIR (r = 0.835, p < 0.001). It could also anticipate high SFLC ratio and the HRC status with area under the curve (AUC) of 0.876 and 0.760, respectively.

Conclusions: The VNCa measurements of averaged L1-L5 showed the highest correlation with ADC at CaSupp index 85. It could therefore be used as additional imaging biomarker for non-invasive assessment of tumor burden if ADC is not feasible.

利用双层频谱 CT 对多发性骨髓瘤患者的骨髓浸润进行定量评估并确定肿瘤负荷的特征。
研究背景该研究旨在评估从双层频谱CT中提取的虚拟钙减影(VNCa)图像能否以核磁共振成像为参考标准估算骨髓(BM)浸润,并描述多发性骨髓瘤(MM)患者的肿瘤负荷特征:回顾性纳入47名新确诊的多发性骨髓瘤患者。他们在一周内接受了全身低剂量双层频谱 CT(DLCT)和全身 MRI 检查。在图像中心切片的椎体 L1-L5 上定量分析了钙抑制(CaSupp)指数为 25 至 95、间隔为 10 的 VNCa 图像和表观弥散系数(ADC)图。通过 CT 数字和 ADC 值之间的相关性分析,选出了最佳组合。然后,通过相关性分析和接收者操作特征曲线(ROC)分析,包括浆细胞浸润率(PCIR)、高无血清轻链(SFLC)比值和高危细胞遗传学(HRC)状态,来确定肿瘤负荷的特征:平均 L1-L5 的 CaSupp 指数为 85 时,VNCa 图像的 CT 数量与 ADC 值之间存在最明显的定量相关性(r = 0.612,p < 0.001)。它可以对 PCIR 进行定量评估(r = 0.835,p < 0.001)。它还能预测高 SFLC 比率和 HRC 状态,曲线下面积(AUC)分别为 0.876 和 0.760:在 CaSupp 指数为 85 时,L1-L5 的平均 VNCa 测量值与 ADC 的相关性最高。因此,在 ADC 不可行的情况下,VNCa 可作为额外的成像生物标志物,用于无创评估肿瘤负荷。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Radiology and Oncology
Radiology and Oncology ONCOLOGY-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
4.40
自引率
0.00%
发文量
42
审稿时长
>12 weeks
期刊介绍: Radiology and Oncology is a multidisciplinary journal devoted to the publishing original and high quality scientific papers and review articles, pertinent to diagnostic and interventional radiology, computerized tomography, magnetic resonance, ultrasound, nuclear medicine, radiotherapy, clinical and experimental oncology, radiobiology, medical physics and radiation protection. Therefore, the scope of the journal is to cover beside radiology the diagnostic and therapeutic aspects in oncology, which distinguishes it from other journals in the field.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信