scholarly journals Nonconvex Constrained Minimisation for 3D Left Ventricular Shape Recovery Using 2D Echocardiography Data

2022 ◽  
Vol 12 (1) ◽  
pp. 111-124
Author(s):  
Chi Young Ahn & Sangwoon Yun
Author(s):  
Jens Sörensen ◽  
Jonny Nordström ◽  
Tomasz Baron ◽  
Stellan Mörner ◽  
Sven-Olof Granstam ◽  
...  

Abstract Aim To develop a method for diagnosing left ventricular (LV) hypertrophy from cardiac perfusion 15O-water positron emission tomography (PET). Methods We retrospectively pooled data from 139 subjects in four research cohorts. LV remodeling patterns ranged from normal to severe eccentric and concentric hypertrophy. 15O-water PET scans (n = 197) were performed with three different PET devices. A low-end scanner (66 scans) was used for method development, and remaining scans with newer devices for a blinded evaluation. Dynamic data were converted into parametric images of perfusable tissue fraction for semi-automatic delineation of the LV wall and calculation of LV mass (LVM) and septal wall thickness (WT). LVM and WT from PET were compared to cardiac magnetic resonance (CMR, n = 47) and WT to 2D-echocardiography (2DE, n = 36). PET accuracy was tested using linear regression, Bland–Altman plots, and ROC curves. Observer reproducibility were evaluated using intraclass correlation coefficients. Results High correlations were found in the blinded analyses (r ≥ 0.87, P < 0.0001 for all). AUC for detecting increased LVM and WT (> 12 mm and > 15 mm) was ≥ 0.95 (P < 0.0001 for all). Reproducibility was excellent (ICC ≥ 0.93, P < 0.0001). Conclusion 15O-water PET might detect LV hypertrophy with high accuracy and precision.


2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
C Borrelli ◽  
P Sciarrone ◽  
F Gentile ◽  
N Ghionzoli ◽  
G Mirizzi ◽  
...  

Abstract Background Central apneas (CA) and obstructive apneas (OA) are highly prevalent in heart failure (HF) both with reduced and preserved systolic function. However, a comprehensive evaluation of apnea prevalence across HF according to ejection fraction (i.e HF with patients with reduced, mid-range and preserved ejection fraction- HFrEf, HFmrEF and HFpEF, respectively) throughout the 24 hours has never been done before. Materials and methods 700 HF patients were prospectively enrolled and then divided according to left ventricular EF (408 HFrEF, 117 HFmrEF, 175 HFpEF). All patients underwent a thorough evaluation including: 2D echocardiography; 24-h Holter-ECG monitoring; cardiopulmonary exercise testing; neuro-hormonal assessment and 24-h cardiorespiratory monitoring. Results In the whole population, prevalence of normal breathing (NB), CA and OA at daytime was 40%, 51%, and 9%, respectively, while at nighttime 15%, 55%, and 30%, respectively. When stratified according to left ventricular EF, CA prevalence decreased from HFrEF to HFmrEF and HFpEF: (daytime CA: 57% vs. 43% vs. 42%, respectively, p=0.001; nighttime CA: 66% vs. 48% vs. 34%, respectively, p&lt;0.0001), while OA prevalence increased (daytime OA: 5% vs. 8% vs. 18%, respectively, p&lt;0.0001; nighttime OA: 20 vs. 29 vs. 53%, respectively, p&lt;0.0001). When assessing moderte-severe apneas, defined with an apnea/hypopnea index &gt;15 events/hour, prevalence of CA was again higher in HFrEF than HFmrEF and HFpEF both at daytime (daytime moderate-severe CA: 28% vs. 19% and 23%, respectively, p&lt;0.05) and at nighttime (nighttime moderate-severe CA: 50% vs. 39% and 28%, respectively, p&lt;0.05). Conversely, moderate-severe OA decreased from HFrEF to HFmrEF to HFpEF both at daytime (daytime moderate-severe OA: 1% vs. 3% and 8%, respectively, p&lt;0.05) and nighttime (noghttime moderate-severe OA: 10% vs. 11% and 30%, respectively, p&lt;0.05). Conclusions Daytime and nighttime apneas, both central and obstructive in nature, are highly prevalent in HF regardless of EF. Across the whole spectrum of HF, CA prevalence increases and OA decreases as left ventricular systolic dysfunction progresses, both during daytime and nighttime. Funding Acknowledgement Type of funding source: None


Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Daniel H Katz ◽  
Usman A Tahir ◽  
Debby Ngo ◽  
Mark Benson ◽  
Yan Gao ◽  
...  

Background: Increased left ventricular (LV) mass is associated with future adverse cardiovascular events including heart failure (HF). Both increased LV mass and HF disproportionately affect black individuals. To understand the mechanisms that drive disease, particularly in black individuals, we undertook a proteomic screen in a black cohort and compared it to a white cohort. Methods: We measured 1305 plasma proteins using an aptamer-based proteomic platform (SOMAscan™) in 1772 black participants in the Jackson Heart Study (JHS) with available baseline LV mass as assessed by 2D echocardiography, as well as 1600 free of HF with follow-up assessment of incident cases. Mean follow-up time was 11 years; 152 cases of incident HF hospitalization were identified. Models were adjusted for age, sex, body mass index, estimated glomerular filtration rate (as calculated by CKD-EPI equation), systolic blood pressure, hypertension treatment, presence of diabetes, total/HDL cholesterol, prevalent coronary disease, and current smoking status. Incident HF models were also adjusted for incident coronary heart disease. We then compared protein associations in JHS to those observed in whites from the Framingham Heart Study (FHS) to examine significant differences. Results: In JHS, there were 112 proteins associated with LV mass and 10 proteins associated with incident HF hospitalization with FDR <5%. Several proteins showed expected associations with both LV mass and HF, including N-terminal pro-BNP (β = 0.04 [0.02, 0.05], p = 1.0 x 10 -8 , HR = 1.46 [1.20, 1.79], p = 0.0002). The strongest association with LV mass was more novel: leukotriene A4 hydrolase (LKHA4) (β = 0.05 [0.04, 0.06], p = 2.6 x 10 -15 ). Conversely, Fractalkine/CX3CL1 showed a novel association with incident HF (HR = 1.32 [1.14, 1.54], p = 0.0003). While proteins like Cystatin C and N-terminal pro-BNP showed consistent effects in FHS, LKHA4 and Fractalkine were significantly different. Conclusions: We identify several novel biological pathways specific to black individuals hypothesized to contribute to the pathophysiologic cascade of LV hypertrophy and incident HF including LKHA4 and Fractalkine. Further studies are needed to validate these results and elucidate the detailed underlying mechanisms.


2021 ◽  
Vol 42 (Supplement_1) ◽  
Author(s):  
M Ciabatti ◽  
L Ferri ◽  
A Camporeale ◽  
E Saletti ◽  
M Chioccioli ◽  
...  

Abstract Background Cardiac magnetic resonance (CMR) plays a central role in the diagnosis, follow-up and prognostic stratification of acute myocarditis. Several CMR features, including the extent of late gadolinium enhancement (LGE) at baseline, have been proposed as factors associated with a worse outcome. Recent studies evaluated temporal evolution of LGE and edema repeating CMR either at 6 months or at 12 months, demonstrating that persistence or worsening of LGE represents a negative prognostic marker. However, the time-course of edema resolution and LGE stabilization is currently unknown and therefore the optimal timing to repeat CMR for acute myocarditis prognostic stratification remains unclear. Purpose We aimed to assess the time course of edema and LGE evolution in order to identify the optimal timing to repeat CMR in patients with acute myocarditis. Methods We enrolled 36 patients with a diagnosis of acute myocarditis according to ESC position statement definition. All patients underwent CMR at clinical presentation (CMR-1), after 3–4 months (CMR-2) and after 12-months (CMR-3) follow-up. CMR evaluation included assessment of edema and LGE, and evaluation of structural and functional parameters including left (LVEF) and right ventricular ejection fraction (RVEF), left (LVGLS) and right ventricular global longitudinal strain (RVGLS) and indexed left ventricular mass (iLVM). After CMR-3 all patients were followed-up by yearly clinical evaluation, electrocardiogram (ECG) and 2D-echocardiography. Results The mean age was 28,8±10,3 years with 35 (97%) being male. All patients showed edema and LGE at CMR-1 with a LVEF of 58,5±12,2. At CMR-2 a significant reduction of edema (T2 positive segments 0,4±0,9 vs. 4,1±3,2 p&lt;0.0001) and LGE extent (LGE ≥5SD 5,1±5,3 vs. 9,6±8,4 p&lt;0.0001) was observed, with only 3 patients showing edema persistence. A significant improvement of LVEF (62,7±5,6 vs. 58,5±12,2 p&lt;0.05), RVGLS (−24,4±5,4 vs. −21,6±7,4 p&lt;0.05), associated with a significant reduction of iLVM (71,2±13,7 vs 78,1±15,2 g/mq) was also observed. At CMR-3 no further significant reduction of LGE extent was observed with no further improvement of LVEF, RVGLS and iLVM. In the 3 patients with persisting edema at CMR-2, a complete resolution was observed at CMR-3. After a mean follow-up of 60±23 months, no major cardiovascular events nor myocarditis recurrences were observed, with no patients showing left ventricular dysfunction nor progression to dilated cardiomyopathy at 2D-echocardiography. Conclusions In most patients with acute myocarditis a complete resolution of the inflammatory process with LGE stabilization and normalization of left ventricular function and mass can be observed after 3–4 months. Further CMR assessment should limited to patients with persisting oedema at 3–4 months CMR. Our findings suggest to redefine the follow-up schedule and imaging-based prognostic stratification strategies in patients with acute myocarditis. FUNDunding Acknowledgement Type of funding sources: None. Figure 1


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