促炎心外膜脂肪组织的临床前MRI:同时测定脂肪酸组成和松弛参数映射与组织生物标志物关系的加速方法。

IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Julia E Bresticker, Caitlin M Pavelec, John T Echols, Amit R Patel, Matthew J Wolf, Frederick H Epstein
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引用次数: 0

摘要

背景:心外膜脂肪组织(EAT)通过局部炎症信号在代谢性心脏病中起核心作用。在肥胖中,EAT经历病理性重塑,其特征是脂肪细胞大小、饱和脂肪酸(sfa)、巨噬细胞浸润和炎症细胞因子分泌增加。质子密度脂肪分数(PDFF)、T1和脂肪酸组成(FAC) (sfa、单不饱和脂肪酸(MUFAs)和多不饱和脂肪酸(PUFAs)的数量)是很有希望衡量EAT质量的指标,但它们作为促炎EAT生物标志物的作用尚未得到证实。本研究提出了一种加速CMR方法,用于同时绘制EAT FAC和T1,并评估它们与炎症的组织学和细胞因子标志物的关系。方法:建立径向黄金角采样的eeg门控反演恢复多回波梯度回波序列,同时进行FAC和T1成像。对欠采样图像进行了基于高维斑块的低秩重构。采用油混合物和钆模型进行幻影验证,然后对喂食高脂肪高糖饮食(HFHSD)、HFHSD加钠-葡萄糖共转运蛋白2抑制剂(SGLT2i)恩帕列净(HFHSD+EMPA)或高脂肪饮食(HFD)的小鼠(n=16-20/组)进行体内成像。在EAT和皮下脂肪组织(SAT)中测定PDFF、SFA分数、MUFA分数、PUFA分数、R2*和T1。将EAT的FAC值与SAT的FAC值联系起来。用离体组织学和细胞因子测定来评估EAT和心肌炎症。结果:幻影验证显示mri得出的FAC值和参考FAC值与T1值高度一致(r > 0.94, p < 0.05)。通过MRI检测饮食引起的脂肪组织FAC的变化。HFHSD+EMPA小鼠的EAT SFA指数低于HFHSD (p < 0.01)和HFD (p < 0.05)小鼠,MUFA指数(p < 0.01)、PUFA指数(p < 0.05)和T1 (p < 0.05)高于HFHSD小鼠。EAT SFA指数与巨噬细胞浸润、促炎因子正相关,MUFA、PUFA指数与促炎因子负相关。EAT T1与脂肪细胞肥大呈负相关。结论:本研究开发了一种加速EAT FAC和T1成像方法,并通过与组织学和细胞因子标志物的相关性,证明mri衍生的EAT FAC指数和T1可能作为促炎EAT的生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preclinical MRI of proinflammatory epicardial adipose tissue: Accelerated methods for simultaneous fatty acid composition and relaxation parameter mapping with relationships to tissue biomarkers.

Background: Epicardial adipose tissue (EAT) plays a central role in metabolic heart disease through local inflammatory signaling. In obesity, EAT undergoes pathological remodeling marked by increased adipocyte size, saturated fatty acids (SFAs), macrophage infiltration, and inflammatory cytokine secretion. Proton density fat fraction (PDFF), T1, and the fatty acid composition (FAC) (the amount of SFAs, monounsaturated fatty acids [MUFAs], and polyunsaturated fatty acids [PUFAs]) are promising metrics of EAT quality, yet their role as biomarkers of proinflammatory EAT has not been established. This study presents an accelerated CMR method for simultaneous EAT FAC and T1 mapping and evaluates their relationships with histological and cytokine markers of inflammation.

Methods: An ECG-gated inversion recovery multi-echo gradient-echo sequence with radial golden-angle sampling was developed for simultaneous FAC and T1 mapping. A high-dimensionality patch-based low-rank reconstruction was applied to undersampled images. Phantom validation was performed using oil mixture and gadolinium phantoms, followed by in vivo imaging of mice (n=16-20/group) fed a high-fat high-sucrose diet (HFHSD), HFHSD plus the sodium-glucose cotransporter-2 inhibitor (SGLT2i) empagliflozin (HFHSD+EMPA), or a high-fat diet (HFD). PDFF, SFA fraction, MUFA fraction, PUFA fraction, R2*, and T1 measurements were made in EAT and subcutaneous adipose tissue (SAT). EAT FAC values were indexed to those of SAT. Ex vivo histology and cytokine assays were used to assess EAT and myocardial inflammation.

Results: Phantom validation demonstrated strong agreement between MRI-derived and reference FAC and T1 values (r > 0.94, p < 0.05). Diet-induced changes in adipose tissue FAC were detected by MRI. HFHSD+EMPA mice had lower EAT SFA index than both HFHSD (p < 0.01) and HFD (p < 0.05) mice, and higher MUFA index (p < 0.01), PUFA index (p < 0.05), and T1 (p < 0.05) compared HFHSD mice. EAT SFA index positively correlated with macrophage infiltration and proinflammatory cytokines, while MUFA and PUFA indexes were inversely correlated with proinflammatory cytokines. EAT T1 negatively correlated with adipocyte hypertrophy.

Conclusion: This study developed an accelerated EAT FAC and T1 imaging method and provides evidence that MRI-derived EAT FAC indexes and T1 may serve as biomarkers of proinflammatory EAT by demonstrating correlations with histological and cytokine markers.

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来源期刊
CiteScore
10.90
自引率
12.50%
发文量
61
审稿时长
6-12 weeks
期刊介绍: Journal of Cardiovascular Magnetic Resonance (JCMR) publishes high-quality articles on all aspects of basic, translational and clinical research on the design, development, manufacture, and evaluation of cardiovascular magnetic resonance (CMR) methods applied to the cardiovascular system. Topical areas include, but are not limited to: New applications of magnetic resonance to improve the diagnostic strategies, risk stratification, characterization and management of diseases affecting the cardiovascular system. New methods to enhance or accelerate image acquisition and data analysis. Results of multicenter, or larger single-center studies that provide insight into the utility of CMR. Basic biological perceptions derived by CMR methods.
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