Treatment Response Assessment in Multiple Myeloma: Histogram Analysis of Total Tumor Apparent Diffusion Coefficient based on Whole‐body Diffusion‐weighted MR Imaging

医学 有效扩散系数 曼惠特尼U检验 核医学 多发性骨髓瘤 磁共振弥散成像 接收机工作特性 直方图 磁共振成像 比例危险模型 放射科 内科学 人工智能 计算机科学 图像(数学)
作者
Yuhan Gao,Q. Wang,Lu Zhang,Shuo Li,Dong Liu,Shitian Wang,Jinxia Zhu,Haibo Zhang,Sheng Xie,Shuang Xia,Wenyang Huang,Huadan Xue,Li J
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:60 (3): 1051-1060 被引量:5
标识
DOI:10.1002/jmri.29155
摘要

BACKGROUND: The International Myeloma Working Group (IMWG) consensus criteria for response assessment in multiple myeloma (MM) has methodological limitations. Whole-body diffusion-weighted imaging (DWI) with apparent diffusion coefficient (ADC) histogram analysis may be complementary to response assessment of MM. PURPOSE: To explore the role of histogram analysis of the ADC based on the total tumor volume (ttADC) in response assessment in patients with newly diagnosed MM (NDMM). STUDY TYPE: Retrospective. POPULATION: Thirty-six patients with NDMM. FIELD STRENGTH/SEQUENCE: 3.0T/single-shot DWI echo planar imaging (EPI) sequence with an integrated slice-by-slice shimming (iShim) technique. ASSESSMENT: Baseline (median: 1 day before treatment) and post-treatment (median: five cycles of therapy) whole-body DWI were analyzed. A region of interest (ROI) containing lesions on every section of baseline image was drawn to derive the per-patient total tumor data. Post-treatment image analysis was based on the same ROI as the corresponding baseline. Histogram metrics were extracted from both ROIs. Patients were categorized into the very good partial response or better (VGPR+) group and the less than VGPR group per the IMWG response criteria for response assessment. Progression-free survival (PFS) was also calculated. STATISTICAL TESTS: Mann-Whitney test and Fisher's exact or Chi-squared tests, Receiver operating characteristic (ROC) analysis and DeLong test, Kaplan-Meier analysis and Cox proportional hazards model. A two-tailed P-value <0.05 was considered statistically significant. RESULTS: Thirty patients were categorized into the VGPR+ group and six into the less than VGPR group. The ttADC histogram changes between post-treatment and baseline metrics (ΔttADC) revealed significant differences in all percentile values between the VGPR+ and less than VGPR groups. For distinguishing VGPR+, ΔttADC_5th percentile had the largest area under the curve (AUC) (0.950, 95% CI 0.821-0.995). Patients with lower ΔttADC_5th percentile values (cutoff point, 188.193) showed significantly longer PFS (HR = 34.911, 95% CI 6.392-190.677). DATA CONCLUSION: ttADC histogram may facilitate response assessment in patients with NDMM. LEVEL OF EVIDENCE: 3 TECHNICAL EFFICACY: Stage 4.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
未完成完成签到,获得积分0
刚刚
2秒前
2秒前
ttxs001发布了新的文献求助10
3秒前
3秒前
Stata@R发布了新的文献求助10
4秒前
lanyun00123完成签到,获得积分10
4秒前
无辜茗完成签到 ,获得积分10
5秒前
6秒前
6秒前
whisper完成签到,获得积分10
6秒前
清风明月完成签到,获得积分10
6秒前
fancy应助石翎采纳,获得10
7秒前
卡卡发布了新的文献求助30
8秒前
8秒前
9秒前
满意谷秋完成签到,获得积分10
9秒前
10秒前
nike发布了新的文献求助30
10秒前
慕青应助ttxs001采纳,获得10
10秒前
Stata@R完成签到,获得积分10
10秒前
67号完成签到 ,获得积分10
10秒前
11秒前
ding应助Sue采纳,获得10
12秒前
12秒前
12秒前
此卷12138完成签到,获得积分20
12秒前
肥猫完成签到,获得积分10
12秒前
xxx完成签到,获得积分10
13秒前
14秒前
张兴博完成签到,获得积分10
15秒前
狂野悟空发布了新的文献求助10
15秒前
万能图书馆应助星辰采纳,获得10
16秒前
Eleanor完成签到,获得积分10
16秒前
Steplan完成签到,获得积分10
16秒前
小元完成签到,获得积分10
17秒前
无花果应助鱼鱼采纳,获得10
17秒前
爆米花应助Sue采纳,获得10
18秒前
wwww发布了新的文献求助10
18秒前
锅锅发布了新的文献求助10
18秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Nondestructive Testing Handbook: Vol. 4, Thermal and Infrared Testing (IR), 4th ed 800
Understanding Acculturation: The Process of Cultural Adjustment as Applied to International Migration 700
作者名:Kristopher P. Plain,悉尼大学的,目前只能查到其四篇论文,想找到其博士论文 590
Évora na Idade Média 555
Soil mites of the family Rhagidiidae (Actinedida: Eupodoidea). Morphology, Systematics, Ecology 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7371104
求助须知:如何正确求助?哪些是违规求助? 8978672
关于积分的说明 19088293
捐赠科研通 7013047
什么是DOI,文献DOI怎么找? 3225016
关于科研通互助平台的介绍 2388645
邀请新用户注册赠送积分活动 2205699