Association of cartilage T1ρ and T2 relaxation time measurement with hip osteoarthritis progression: A 5-year longitudinal study using voxel-based relaxometry and Z-score normalization

Rafeek Thahakoya , Koren E. Roach , Misung Han , Rupsa Bhattacharjee , Fei Jiang , Johanna Luitjens , Emma Bahroos , Valentina Pedoia , Richard B. Souza , Sharmila Majumdar
{"title":"Association of cartilage T1ρ and T2 relaxation time measurement with hip osteoarthritis progression: A 5-year longitudinal study using voxel-based relaxometry and Z-score normalization","authors":"Rafeek Thahakoya ,&nbsp;Koren E. Roach ,&nbsp;Misung Han ,&nbsp;Rupsa Bhattacharjee ,&nbsp;Fei Jiang ,&nbsp;Johanna Luitjens ,&nbsp;Emma Bahroos ,&nbsp;Valentina Pedoia ,&nbsp;Richard B. Souza ,&nbsp;Sharmila Majumdar","doi":"10.1016/j.ocarto.2024.100538","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>To study the longitudinal changes of cartilage <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub></mrow></math></span> and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> relaxation time measurements in hip-OA patients.</div></div><div><h3>Methods</h3><div>A calibration study compared two scanner data, Scanner-1 (GE Discovery MR750 3.0T) with unilateral acquisition protocol and Scanner-2 (GE Signa Premier 3.0T) with bilateral acquisition protocol, using nine subjects(average age ​= ​40.33 ​± ​13.53 years, 5 females), including one hip-OA subject. Quantified parameters from the Scanner-2 were adjusted using voxel-based relaxometry(VBR) and Z-score normalization to reduce the inter-scanner variability. Eighteen hip-OA Subjects (age ​= ​53.11 ​± ​14.96 years, 12 females) were recruited to the longitudinal variability study from 2016, comprising five assessments at 1-year intervals. Baseline to 3rd-year data used unilateral acquisition with Scanner-1, while 4th-year data used bilateral acquisition with Scanner-2. A linear mixed-effects model(LME) assessed trajectory analyses, with acquisition year, age, sex, body mass index(BMI), and Kellgren-Lawrence(KL) score as predictor variables and cartilage mean <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub></mrow></math></span> and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> values as outcomes.</div></div><div><h3>Results</h3><div>VBR analysis after Z-score normalization showed that only a few of the whole cartilage voxels had significant differences in <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub><mo>(</mo></mrow></math></span>femur-2.36 ​% and acetabular-3.23 ​%) and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> (femur-2.30 ​% and acetabular-2.94 ​%) values between the scanners. The LME analysis showed that the BMI predictor variable was significantly correlated with the femur <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub></mrow></math></span> (p ​&lt; ​0.0001) and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> (p ​&lt; ​0.0001) and acetabular <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub></mrow></math></span> (p ​&lt; ​0.0001) and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> (p ​&lt; ​0.0001) cartilage region.</div></div><div><h3>Conclusion</h3><div>The calibration study demonstrated the effectiveness of VBR and Z-score normalization in reducing inter-scanner variability. The longitudinal study revealed a significant correlation between <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub></mrow></math></span> and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> values of the cartilage and BMI; also the <span><math><mrow><msub><mi>T</mi><mrow><mn>1</mn><mi>ρ</mi><mspace></mspace></mrow></msub></mrow></math></span> and <span><math><mrow><msub><mi>T</mi><mn>2</mn></msub></mrow></math></span> values increased over time in some of the cartilage subregions.</div></div>","PeriodicalId":74377,"journal":{"name":"Osteoarthritis and cartilage open","volume":"6 4","pages":"Article 100538"},"PeriodicalIF":0.0000,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Osteoarthritis and cartilage open","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2665913124001055","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Objective

To study the longitudinal changes of cartilage T1ρ and T2 relaxation time measurements in hip-OA patients.

Methods

A calibration study compared two scanner data, Scanner-1 (GE Discovery MR750 3.0T) with unilateral acquisition protocol and Scanner-2 (GE Signa Premier 3.0T) with bilateral acquisition protocol, using nine subjects(average age ​= ​40.33 ​± ​13.53 years, 5 females), including one hip-OA subject. Quantified parameters from the Scanner-2 were adjusted using voxel-based relaxometry(VBR) and Z-score normalization to reduce the inter-scanner variability. Eighteen hip-OA Subjects (age ​= ​53.11 ​± ​14.96 years, 12 females) were recruited to the longitudinal variability study from 2016, comprising five assessments at 1-year intervals. Baseline to 3rd-year data used unilateral acquisition with Scanner-1, while 4th-year data used bilateral acquisition with Scanner-2. A linear mixed-effects model(LME) assessed trajectory analyses, with acquisition year, age, sex, body mass index(BMI), and Kellgren-Lawrence(KL) score as predictor variables and cartilage mean T1ρ and T2 values as outcomes.

Results

VBR analysis after Z-score normalization showed that only a few of the whole cartilage voxels had significant differences in T1ρ(femur-2.36 ​% and acetabular-3.23 ​%) and T2 (femur-2.30 ​% and acetabular-2.94 ​%) values between the scanners. The LME analysis showed that the BMI predictor variable was significantly correlated with the femur T1ρ (p ​< ​0.0001) and T2 (p ​< ​0.0001) and acetabular T1ρ (p ​< ​0.0001) and T2 (p ​< ​0.0001) cartilage region.

Conclusion

The calibration study demonstrated the effectiveness of VBR and Z-score normalization in reducing inter-scanner variability. The longitudinal study revealed a significant correlation between T1ρ and T2 values of the cartilage and BMI; also the T1ρ and T2 values increased over time in some of the cartilage subregions.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
软骨 T1ρ 和 T2 松弛时间测量与髋关节骨关节炎进展的关系:使用基于体素的弛豫测量法和Z-score归一化进行的一项为期5年的纵向研究
方法校准研究比较了两台扫描仪的数据,即采用单侧采集方案的扫描仪-1(GE Discovery MR750 3.0T)和采用双侧采集方案的扫描仪-2(GE Signa Premier 3.0T)。使用基于体素的弛豫测量法(VBR)和Z-score归一化法调整扫描仪-2的量化参数,以减少扫描仪之间的差异。自2016年起,18名髋关节OA受试者(年龄=53.11 ± 14.96岁,12名女性)被纳入纵向变异性研究,包括5次评估,每次间隔1年。基线至第三年的数据使用扫描仪-1进行单侧采集,第四年的数据使用扫描仪-2进行双侧采集。线性混合效应模型(LME)评估了轨迹分析,采集年份、年龄、性别、体重指数(BMI)和Kellgren-Lawrence(KL)评分为预测变量,软骨平均T1ρ和T2值为结果。结果 Z-score归一化后的VBR分析表明,只有少数整体软骨体素的T1ρ(股骨-2.36%,髋臼-3.23%)和T2(股骨-2.30%,髋臼-2.94%)值在扫描仪之间存在显著差异。LME 分析表明,BMI 预测变量与股骨 T1ρ (p < 0.0001) 和 T2 (p < 0.0001) 以及髋臼 T1ρ (p < 0.0001) 和 T2 (p < 0.0001) 软骨区域显著相关。纵向研究显示,软骨的 T1ρ 和 T2 值与体重指数之间存在显著的相关性;随着时间的推移,某些软骨亚区的 T1ρ 和 T2 值也会增加。
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 去求助
来源期刊
Osteoarthritis and cartilage open
Osteoarthritis and cartilage open Orthopedics, Sports Medicine and Rehabilitation
CiteScore
3.30
自引率
0.00%
发文量
0
期刊最新文献
Editorial Board Contents Study protocol for the PICASSO trial: A randomized placebo-controlled trial to investigate the efficacy and safety of intraarticular steroid injections and an occupational therapy intervention in painful inflammatory carpometacarpal-1 osteoarthritis Proteomic analysis reveals biomarkers associated with performance-based joint function and patient-reported outcomes in knee osteoarthritis A scoping review of statistical methods to investigate colocalization between genetic associations and microRNA expression in osteoarthritis
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1