Julia E Bresticker, Caitlin M Pavelec, John T Echols, Amit R Patel, Matthew J Wolf, Frederick H Epstein
{"title":"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。","authors":"Julia E Bresticker, Caitlin M Pavelec, John T Echols, Amit R Patel, Matthew J Wolf, Frederick H Epstein","doi":"10.1016/j.jocmr.2025.101947","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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), T<sub>1</sub>, 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 T<sub>1</sub> mapping and evaluates their relationships with histological and cytokine markers of inflammation.</p><p><strong>Methods: </strong>An ECG-gated inversion recovery multi-echo gradient-echo sequence with radial golden-angle sampling was developed for simultaneous FAC and T<sub>1</sub> 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, R<sub>2</sub>*, and T<sub>1</sub> 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.</p><p><strong>Results: </strong>Phantom validation demonstrated strong agreement between MRI-derived and reference FAC and T<sub>1</sub> 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 T<sub>1</sub> (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 T<sub>1</sub> negatively correlated with adipocyte hypertrophy.</p><p><strong>Conclusion: </strong>This study developed an accelerated EAT FAC and T<sub>1</sub> imaging method and provides evidence that MRI-derived EAT FAC indexes and T<sub>1</sub> may serve as biomarkers of proinflammatory EAT by demonstrating correlations with histological and cytokine markers.</p>","PeriodicalId":15221,"journal":{"name":"Journal of Cardiovascular Magnetic Resonance","volume":" ","pages":"101947"},"PeriodicalIF":6.1000,"publicationDate":"2025-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Preclinical MRI of proinflammatory epicardial adipose tissue: Accelerated methods for simultaneous fatty acid composition and relaxation parameter mapping with relationships to tissue biomarkers.\",\"authors\":\"Julia E Bresticker, Caitlin M Pavelec, John T Echols, Amit R Patel, Matthew J Wolf, Frederick H Epstein\",\"doi\":\"10.1016/j.jocmr.2025.101947\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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), T<sub>1</sub>, 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 T<sub>1</sub> mapping and evaluates their relationships with histological and cytokine markers of inflammation.</p><p><strong>Methods: </strong>An ECG-gated inversion recovery multi-echo gradient-echo sequence with radial golden-angle sampling was developed for simultaneous FAC and T<sub>1</sub> 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, R<sub>2</sub>*, and T<sub>1</sub> 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.</p><p><strong>Results: </strong>Phantom validation demonstrated strong agreement between MRI-derived and reference FAC and T<sub>1</sub> 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 T<sub>1</sub> (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 T<sub>1</sub> negatively correlated with adipocyte hypertrophy.</p><p><strong>Conclusion: </strong>This study developed an accelerated EAT FAC and T<sub>1</sub> imaging method and provides evidence that MRI-derived EAT FAC indexes and T<sub>1</sub> may serve as biomarkers of proinflammatory EAT by demonstrating correlations with histological and cytokine markers.</p>\",\"PeriodicalId\":15221,\"journal\":{\"name\":\"Journal of Cardiovascular Magnetic Resonance\",\"volume\":\" \",\"pages\":\"101947\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2025-08-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Cardiovascular Magnetic Resonance\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jocmr.2025.101947\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cardiovascular Magnetic Resonance","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jocmr.2025.101947","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
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.
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.