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利用磁共振成像的高频电导率图在阿尔茨海默病患者大脑中的应用评估

Application of High-Frequency Conductivity Map Using MRI to Evaluate It in the Brain of Alzheimer's Disease Patients.

作者信息

Park Soonchan, Jung Sue Min, Lee Mun Bae, Rhee Hak Young, Ryu Chang-Woo, Cho Ah Rang, Kwon Oh In, Jahng Geon-Ho

机构信息

Department of Radiology, College of Medicine, Kyung Hee University Hospital at Gangdong, Kyung Hee University, Seoul, South Korea.

Department of Biomedical Engineering, Undergraduate School, College of Electronics and Information, Kyung Hee University, Yongin-si, South Korea.

出版信息

Front Neurol. 2022 May 16;13:872878. doi: 10.3389/fneur.2022.872878. eCollection 2022.

Abstract

BACKGROUND

The previous studies reported increased concentrations of metallic ions, imbalanced Na+ and K+ ions, and the increased mobility of protons by microstructural disruptions in Alzheimer's disease (AD).

PURPOSE

(1) to apply a high-frequency conductivity (HFC) mapping technique using a clinical 3T MRI system, (2) compare HFC values in the brains of participants with AD, amnestic mild cognitive impairment (MCI), and cognitively normal (CN) elderly people, (3) evaluate the relationship between HFC values and cognitive decline, and (4) explore usefulness of HFC values as an imaging biomarker to evaluate the differentiation of AD from CN.

MATERIALS AND METHODS

This prospective study included 74 participants (23 AD patients, 27 amnestic MCI patients, and 24 CN elderly people) to explore the clinical application of HFC mapping in the brain from March 2019 to August 2021. We performed statistical analyses to compare HFC maps between the three participant groups, evaluate the association of HFC maps with Mini-Mental State Examination (MMSE) scores, and to evaluate the differentiation between the participant groups for HFC values for some brain areas.

RESULTS

We obtained a good HFC map non-invasively. The HFC value was higher in the AD group than in the CN and MCI groups. MMSE scores were negatively associated with HFC values. Age was positively associated with HFC values. The HFC value in the insula has a high area under the receiver operating characteristic (ROC) curve (AUC) value to differentiate AD patients from the CN participants (Sensitivity [] = 82, Specificity [] =97, = 0.902, < 0.0001), better than gray matter volume (GMV) in hippocampus ( = 79, SP = 83, = 0.880, < 0.0001). The classification for differentiating AD from CN was highest by adding the hippocampal GMV to the insular HFC value ( = 87, = 87, = 0.928, < 0.0001).

CONCLUSION

High-frequency conductivity values were significantly increased in the AD group compared to the CN group and increased with age and disease severity. HFC values of the insula along with the GMV of the hippocampus can be used as an imaging biomarker to improve the differentiation of AD from CN.

摘要

背景

先前的研究报道,阿尔茨海默病(AD)中金属离子浓度升高、钠钾离子失衡以及微观结构破坏导致质子迁移率增加。

目的

(1)应用临床3T MRI系统的高频电导率(HFC)映射技术;(2)比较AD患者、遗忘型轻度认知障碍(MCI)患者和认知正常(CN)老年人脑内的HFC值;(3)评估HFC值与认知衰退之间的关系;(4)探索HFC值作为成像生物标志物在评估AD与CN鉴别诊断中的有用性。

材料与方法

这项前瞻性研究纳入了74名参与者(23名AD患者、27名遗忘型MCI患者和24名CN老年人),以探索2019年3月至2021年8月期间HFC映射在脑内的临床应用。我们进行了统计分析,以比较三组参与者之间的HFC图谱,评估HFC图谱与简易精神状态检查表(MMSE)评分的相关性,并评估部分脑区HFC值在三组参与者之间的差异。

结果

我们无创地获得了良好的HFC图谱。AD组的HFC值高于CN组和MCI组。MMSE评分与HFC值呈负相关。年龄与HFC值呈正相关。岛叶的HFC值在区分AD患者与CN参与者时具有较高的受试者操作特征(ROC)曲线下面积(AUC)值(敏感性[] = 82,特异性[] = 97, = 0.902, < 0.0001),优于海马体灰质体积(GMV)( = 79,SP = 83, = 0.880, < 0.0001)。将海马体GMV与岛叶HFC值相加后,区分AD与CN的分类准确率最高( = 87, = 87, = 0.928, < 0.0001)。

结论

与CN组相比,AD组的高频电导率值显著升高,且随年龄和疾病严重程度增加。岛叶的HFC值与海马体的GMV可作为成像生物标志物,以改善AD与CN的鉴别诊断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0882/9150564/96fbd7c06e75/fneur-13-872878-g0001.jpg

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