儿童和青少年标准化FLAIR MR成像的脑成熟模式。

IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY American Journal of Neuroradiology Pub Date : 2023-09-01 Epub Date: 2023-08-17 DOI:10.3174/ajnr.A7966
K Chan, A Ghazvanchahi, D Rabba, L Vidarsson, M W Wagner, B B Ertl-Wagner, A Khademi
{"title":"儿童和青少年标准化FLAIR MR成像的脑成熟模式。","authors":"K Chan, A Ghazvanchahi, D Rabba, L Vidarsson, M W Wagner, B B Ertl-Wagner, A Khademi","doi":"10.3174/ajnr.A7966","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and purpose: </strong>Signal analysis of FLAIR sequences is gaining momentum for studying neurodevelopment and brain maturation, but FLAIR intensity varies across scanners and needs to be normalized. This study aimed to establish normative values for standardized FLAIR intensity in the pediatric brain.</p><p><strong>Materials and methods: </strong>A new automated algorithm for signal normalization was used to standardize FLAIR intensity across scanners and subjects. Mean intensity was extracted from GM, WM, deep GM, and cortical GM regions. Regression curves were fitted across the pediatric age range, and ANOVA was used to investigate intensity differences across age groups. Correlations between intensity and regional volume were also examined.</p><p><strong>Results: </strong>We analyzed 429 pediatric FLAIR sequences in children 2-19 years of age with a median age of 11.2 years, including 199 males and 230 females. WM intensity had a parabolic relationship with age, with significant differences between various age groups (<i>P</i> < .05). GM and cortical GM intensity increased over the pediatric age range, with significant differences between early childhood and adolescence (<i>P</i> < .05). There were no significant relationships between volume and intensity in early childhood, while there were significant positive and negative correlations (<i>P</i> < .05) in WM and GM, respectively, for increasing age groups. Only the oldest age group showed significant differences between males and females (<i>P</i> < .05).</p><p><strong>Conclusions: </strong>This work presents a FLAIR intensity standardization algorithm to normalize intensity across large data sets, which allows FLAIR intensity to be used to compare regions and individuals as a surrogate measure of the developing pediatric brain.</p>","PeriodicalId":7875,"journal":{"name":"American Journal of Neuroradiology","volume":null,"pages":null},"PeriodicalIF":3.1000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10494943/pdf/","citationCount":"0","resultStr":"{\"title\":\"Brain Maturation Patterns on Normalized FLAIR MR Imaging in Children and Adolescents.\",\"authors\":\"K Chan, A Ghazvanchahi, D Rabba, L Vidarsson, M W Wagner, B B Ertl-Wagner, A Khademi\",\"doi\":\"10.3174/ajnr.A7966\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background and purpose: </strong>Signal analysis of FLAIR sequences is gaining momentum for studying neurodevelopment and brain maturation, but FLAIR intensity varies across scanners and needs to be normalized. This study aimed to establish normative values for standardized FLAIR intensity in the pediatric brain.</p><p><strong>Materials and methods: </strong>A new automated algorithm for signal normalization was used to standardize FLAIR intensity across scanners and subjects. Mean intensity was extracted from GM, WM, deep GM, and cortical GM regions. Regression curves were fitted across the pediatric age range, and ANOVA was used to investigate intensity differences across age groups. Correlations between intensity and regional volume were also examined.</p><p><strong>Results: </strong>We analyzed 429 pediatric FLAIR sequences in children 2-19 years of age with a median age of 11.2 years, including 199 males and 230 females. WM intensity had a parabolic relationship with age, with significant differences between various age groups (<i>P</i> < .05). GM and cortical GM intensity increased over the pediatric age range, with significant differences between early childhood and adolescence (<i>P</i> < .05). There were no significant relationships between volume and intensity in early childhood, while there were significant positive and negative correlations (<i>P</i> < .05) in WM and GM, respectively, for increasing age groups. Only the oldest age group showed significant differences between males and females (<i>P</i> < .05).</p><p><strong>Conclusions: </strong>This work presents a FLAIR intensity standardization algorithm to normalize intensity across large data sets, which allows FLAIR intensity to be used to compare regions and individuals as a surrogate measure of the developing pediatric brain.</p>\",\"PeriodicalId\":7875,\"journal\":{\"name\":\"American Journal of Neuroradiology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10494943/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American Journal of Neuroradiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3174/ajnr.A7966\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/8/17 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Neuroradiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3174/ajnr.A7966","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/8/17 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

摘要

背景和目的:FLAIR序列的信号分析在研究神经发育和大脑成熟方面取得了进展,但FLAIR强度因扫描仪而异,需要进行归一化。本研究旨在建立儿童大脑标准化FLAIR强度的标准值。材料和方法:使用一种新的信号标准化自动化算法来标准化扫描仪和受试者的FLAIR强度。从GM、WM、深层GM和皮层GM区域提取平均强度。在儿科年龄范围内拟合回归曲线,并使用ANOVA调查不同年龄组的强度差异。还研究了强度和区域体积之间的相关性。结果:我们分析了429个2-19岁儿童的FLAIR序列,中位年龄为11.2岁,其中包括199名男性和230名女性。WM强度与年龄呈抛物线关系,各年龄组之间存在显著差异(P<0.05)。GM和皮质GM强度在儿童年龄段增加,在儿童早期和青少年之间存在显著差别(P<.05),而随着年龄的增长,WM和GM分别存在显著的正相关和负相关(P<0.05)。只有最年长的年龄组显示出男性和女性之间的显著差异(P<.05)。结论:这项工作提出了一种FLAIR强度标准化算法,用于标准化大型数据集的强度,该算法允许FLAIR强度用于比较区域和个体,作为发育中儿童大脑的替代测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Brain Maturation Patterns on Normalized FLAIR MR Imaging in Children and Adolescents.

Background and purpose: Signal analysis of FLAIR sequences is gaining momentum for studying neurodevelopment and brain maturation, but FLAIR intensity varies across scanners and needs to be normalized. This study aimed to establish normative values for standardized FLAIR intensity in the pediatric brain.

Materials and methods: A new automated algorithm for signal normalization was used to standardize FLAIR intensity across scanners and subjects. Mean intensity was extracted from GM, WM, deep GM, and cortical GM regions. Regression curves were fitted across the pediatric age range, and ANOVA was used to investigate intensity differences across age groups. Correlations between intensity and regional volume were also examined.

Results: We analyzed 429 pediatric FLAIR sequences in children 2-19 years of age with a median age of 11.2 years, including 199 males and 230 females. WM intensity had a parabolic relationship with age, with significant differences between various age groups (P < .05). GM and cortical GM intensity increased over the pediatric age range, with significant differences between early childhood and adolescence (P < .05). There were no significant relationships between volume and intensity in early childhood, while there were significant positive and negative correlations (P < .05) in WM and GM, respectively, for increasing age groups. Only the oldest age group showed significant differences between males and females (P < .05).

Conclusions: This work presents a FLAIR intensity standardization algorithm to normalize intensity across large data sets, which allows FLAIR intensity to be used to compare regions and individuals as a surrogate measure of the developing pediatric brain.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
7.10
自引率
5.70%
发文量
506
审稿时长
2 months
期刊介绍: The mission of AJNR is to further knowledge in all aspects of neuroimaging, head and neck imaging, and spine imaging for neuroradiologists, radiologists, trainees, scientists, and associated professionals through print and/or electronic publication of quality peer-reviewed articles that lead to the highest standards in patient care, research, and education and to promote discussion of these and other issues through its electronic activities.
期刊最新文献
Artificial Intelligence-Generated Editorials in Radiology: Can Expert Editors Detect Them? The many faces of myxopapillary ependynomas. Vestibular schwannoma-related increased labyrinthine post-gadolinium 3D-FLAIR signal intensity and association with hearing impairment. CNS Embryonal Tumor with PLAGL Amplification, a New Tumor Type in Children and Adolescents: Insights from a Comprehensive MRI Analysis. DSA Quantitative Analysis and Predictive Modeling of Obliteration in Cerebral AVM following Stereotactic Radiosurgery.
×
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