Identification of heart failure from cine-MRI images using pattern-based features

2021 ◽  
pp. 173-193
Author(s):  
Megha Agarwal ◽  
Amit Singhal
Keyword(s):  
Heart Failure ◽  
Cine Mri

Abstract P135: Hyperpolarized Carbon-13 Magnetic Resonance Reveals Early- and Late-Onset Changes to Metabolism in the Failing Heart

2011 ◽  
Vol 109 (suppl_1) ◽  
Author(s):  
Marie Schroeder ◽  
Angus Z Lau ◽  
Albert P Chen ◽  
Jennifer Barry ◽  
Damian J Tyler ◽  
...  
Keyword(s):  
Heart Failure ◽  
Magnetic Resonance ◽  
Late Onset ◽  
Krebs Cycle ◽  
Left Ventricular ◽  
Cine Mri ◽  
Cardiac Structure ◽  
End Diastolic Volume ◽  
Myocardial Energetics ◽  
And Function

Disordered metabolic substrate utilisation has been implicated in the pathogenesis of heart failure (HF). Hyperpolarised (HYP) 13C magnetic resonance, a technique in which the fate of 13C-labelled metabolites can be followed using MR imaging or spectroscopy, has enabled non-invasive assessment of metabolism. The aim of this study was to monitor carbohydrate metabolism alongside cardiac structure, function, and energetics, throughout HF progression. HF was induced in pigs (n=5) by right ventricular pacing at 188 bpm for 5 weeks. Pigs were examined at weekly time points: cine MRI assessed cardiac structure and function, HYP 13C2-pyruvate was administered intravenously and 13C MRS was used to assess 13C-glutamate production via Krebs cycle, 31P MRS assessed myocardial energetics, and HYP 13C1-pyruvate was administered to enable MRI of H13CO3- production from pyruvate dehydrogenase (PDH). At baseline, pigs had a normal left ventricular (LV) cardiac index (CI) and end diastolic volume (EDVi). The PCr/ATP was 2.3 ± 0.2. The 13C-glutamate/13C2-pyruvate was 4.3 ± 0.9%, and the H13CO3-/13C1-pyruvate ratio was 1.6 ± 0.2%. After 1–2 weeks of pacing, CI decreased to 3.3 ± 0.5 l/min/m2, PCr/ATP decreased to 1.7 ± 0.1, and 13C-glutamate/13C2-pyruvate decreased to 2.1 ± 0.6%. With the onset of HF, EDVi increased to 140.3 ± 14.1 ml/m2 and H13CO3-/13C1-pyruvate decreased to 0.5 ± 0.2%. In conclusion, we observed an early defect in Krebs' cycle that occurred alongside impaired cardiac energetics and function. Carbohydrate oxidation via PDH was maintained until the onset of HF. These results encourage use of metabolic therapies to delay/prevent the onset of heart failure in patients.

Analysis of right ventricular function in healthy mice and a murine model of heart failure by in vivo MRI

2002 ◽  
Vol 283 (3) ◽  
pp. H1065-H1071 ◽  
Author(s):  
Frank Wiesmann ◽  
Alex Frydrychowicz ◽  
Judith Rautenberg ◽  
Ralf Illinger ◽  
Eberhard Rommel ◽  
...  
Keyword(s):  
Heart Failure ◽  
Right Ventricular ◽  
Mouse Models ◽  
Complex Geometry ◽  
Systolic Function ◽  
Cine Mri ◽  
Functional Changes ◽  
Magnetic Resonance Imaging Mri ◽  
The Right

Because of its complex geometry, assessment of right ventricular (RV) function is more difficult than it is for the left ventricle (LV). Because gene-targeted mouse models of cardiomyopathy may involve remodeling of the right heart, the purpose of this study was to develop high-resolution functional magnetic resonance imaging (MRI) for in vivo quantification of RV volumes and global function in mice. Thirty-three mice of various age were studied under isoflurane anesthesia by electrocardiogram-triggered cine-MRI at 7 T. MRI revealed close correlations between RV and LV stroke volume and cardiac output ( r = 0.97, P < 0.0001 each). Consistent with human physiology, murine RV end-diastolic and end-systolic volumes were significantly higher compared with LV volumes ( P < 0.05 each). MRI in mice with LV heart failure due to myocardial infarction revealed significant structural and functional changes of the RV, indicating RV dysfunction. Hence, MRI allows for the quantification of RV volumes and global systolic function with high accuracy and bears the potential to evaluate mechanisms of RV remodeling in mouse models of heart failure.

scholarly journals Effect of diabetes mellitus on the development of left ventricular contractile dysfunction in women with heart failure and preserved ejection fraction

2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Ke Shi ◽  
Meng-Xi Yang ◽  
Shan Huang ◽  
Wei-Feng Yan ◽  
Wen-Lei Qian ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Heart Failure ◽  
Ejection Fraction ◽  
Global Longitudinal Strain ◽  
Myocardial Strain ◽  
Left Ventricular ◽  
Estrogen Deficiency ◽  
Cine Mri ◽  
Contractile Dysfunction ◽  
Preserved Ejection Fraction

Abstract Background Heart failure with preserved ejection fraction (HFpEF) is a heterogeneous syndrome with sex-specific pathophysiology. Estrogen deficiency is believed to be responsible for the development of HFpEF in women. However, estrogen deficiency does not seem to be completely responsible for the differences in HFpEF prevalence between sexes. While diabetes mellitus (DM) frequently coexists with HFpEF in women and is associated with worse outcomes, the changes in myocardial contractility among women with HFpEF and the DM phenotype is yet unknown. Therefore, we aimed to investigate sex-related differences in left ventricular (LV) contractility dysfunction in HFpEF comorbid with DM. Methods A total of 224 patients who underwent cardiac cine MRI were included in this study. Sex-specific differences in LV structure and function in the context of DM were determined. LV systolic strains (global longitudinal strain [GLS], circumferential strain [GCS] and radial strain [GRS]) were measured using cine MRI. The determinants of impaired myocardial strain for women and men were assessed. Results The prevalence of DM did not differ between sexes (p > 0.05). Despite a similar LV ejection fraction, women with DM demonstrated a greater LV mass index than women without DM (p = 0.023). The prevalence of LV geometry patterns by sex did not differ in the non-DM subgroup, but there was a trend toward a more abnormal LV geometry in women with DM (p = 0.072). The magnitudes of systolic strains were similar between sexes in the non-DM group (p > 0.05). Nevertheless, in the DM subgroup, there was significant impairment in women in systolic strains compared with men (p < 0.05). In the multivariable analysis, DM was associated with impaired systolic strains in women (GLS [β = 0.26; p = 0.007], GCS [β = 0.31; p < 0.001], and GRS [β = −0.24; p = 0.016]), whereas obesity and coronary artery disease were associated with impaired systolic strains in men (p < 0.05). Conclusions Women with DM demonstrated greater LV contractile dysfunction, which indicates that women with HFpEF comorbid with DM have a high-risk phenotype of cardiac failure that may require more aggressive and personalized medical treatment.

Endocardial center motion for quantification of left ventricular discoordination in heart failure using cine MRI

2018 ◽  
Vol 39 (2) ◽  
pp. 025009
Author(s):  
Salvatore Saporito ◽  
Patrick Houthuizen ◽  
Jean-Paul M M Aben ◽  
Jos J M Westenberg ◽  
Harrie C M van Den Bosch ◽  
...  
Keyword(s):  
Heart Failure ◽  
Left Ventricular ◽  
Cine Mri

Mitochondria in Cardiomyopathy: Alterations in Size, Number and Internal Structures

1968 ◽  
Vol 26 ◽  
pp. 126-127
Author(s):  
George Hug ◽  
William K. Schubert
Keyword(s):  
Heart Failure ◽  
Biochemical Analysis ◽  
Left Ventricular ◽  
Size Number ◽  
Internal Structures ◽  
Left Ventricular Outflow ◽  
Chest X Ray ◽  
Myocardial Fibers ◽  
Muscle Biopsies ◽  
Needle Liver Biopsy

A white boy six months of age was hospitalized with respiratory distress and congestive heart failure. Control of the heart failure was achieved but marked cardiomegaly, moderate hepatomegaly, and minimal muscular weakness persisted.At birth a chest x-ray had been taken because of rapid breathing and jaundice and showed the heart to be of normal size. Clinical studies included: EKG which showed biventricular hypertrophy, needle liver biopsy which showed toxic hepatitis, and cardiac catheterization which showed no obstruction to left ventricular outflow. Liver and muscle biopsies revealed no biochemical or histological evidence of type II glycogexiosis (Pompe's disease). At thoracotomy, 14 milligrams of left ventricular muscle were removed. Total phosphorylase activity in the biopsy specimen was normal by biochemical analysis as was the degree of phosphorylase activation. By light microscopy, vacuoles and fine granules were seen in practically all myocardial fibers. The fibers were not hypertrophic. The endocardium was not thickened excluding endocardial fibroelastosis. Based on these findings, the diagnosis of idiopathic non-obstructive cardiomyopathy was made.

Localization of endothelial nitric oxide synthase in the normal and failing human atrial myocardium

1996 ◽  
Vol 54 ◽  
pp. 786-787
Author(s):  
Chi-Ming Wei ◽  
Margarita Bracamonte ◽  
Shi-Wen Jiang ◽  
Richard C. Daly ◽  
Christopher G.A. McGregor ◽  
...  
Keyword(s):  
Nitric Oxide ◽  
Heart Failure ◽  
Nitric Oxide Synthase ◽  
Endothelial Nitric Oxide Synthase ◽  
Cardiac Tissues ◽  
Mammalian Tissues ◽  
End Stage Heart Failure ◽  
End Stage ◽  
Oxide Synthase ◽  
Endothelial Nitric Oxide

Nitric oxide (NO) is a potent endothelium-derived relaxing factor which also may modulate cardiomyocyte inotropism and growth via increasing cGMP. While endothelial nitric oxide synthase (eNOS) isoforms have been detected in non-human mammalian tissues, expression and localization of eNOS in the normal and failing human myocardium are poorly defined. Therefore, the present study was designed to investigate eNOS in human cardiac tissues in the presence and absence of congestive heart failure (CHF).Normal and failing atrial tissue were obtained from six cardiac donors and six end-stage heart failure patients undergoing primary cardiac transplantation. ENOS protein expression and localization was investigated utilizing Western blot analysis and immunohistochemical staining with the polyclonal rabbit antibody to eNOS (Transduction Laboratories, Lexington, Kentucky).

Protective role of peroxiredoxin-4 in heart failure

2020 ◽  
Vol 134 (1) ◽  
pp. 71-72
Author(s):  
Naseer Ahmed ◽  
Masooma Naseem ◽  
Javeria Farooq
Keyword(s):  
Heart Failure ◽  
Cardiac Fibroblasts ◽  
Protective Role ◽  
Oxidative Stress Markers ◽  
Stress Markers ◽  
Total Antioxidant ◽  
Galectin 3 ◽  
Consequent Increase ◽  
And Oxidative Stress

Abstract Recently, we have read with great interest the article published by Ibarrola et al. (Clin. Sci. (Lond.) (2018) 132, 1471–1485), which used proteomics and immunodetection methods to show that Galectin-3 (Gal-3) down-regulated the antioxidant peroxiredoxin-4 (Prx-4) in cardiac fibroblasts. Authors concluded that ‘antioxidant activity of Prx-4 had been identified as a protein down-regulated by Gal-3. Moreover, Gal-3 induced a decrease in total antioxidant capacity which resulted in a consequent increase in peroxide levels and oxidative stress markers in cardiac fibroblasts.’ We would like to point out some results stated in the article that need further investigation and more detailed discussion to clarify certain factors involved in the protective role of Prx-4 in heart failure.

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