scholarly journals New Imaging Signatures of Cardiac Alterations in Ischaemic Heart Disease and Cerebrovascular Disease Using CMR Radiomics

2021 ◽  
Vol 8 ◽  
Author(s):  
Elisa Rauseo ◽  
Cristian Izquierdo Morcillo ◽  
Zahra Raisi-Estabragh ◽  
Polyxeni Gkontra ◽  
Nay Aung ◽  
...  
Keyword(s):  
Heart Disease ◽  
Cerebrovascular Disease ◽  
Ischaemic Heart Disease ◽  
Statistical Significance ◽  
Left Ventricular ◽  
Support Vector ◽  
Disease Group ◽  
Disease Discrimination ◽  
The Brain ◽  
Radiomics Signature

Background: Ischaemic heart disease (IHD) and cerebrovascular disease are two closely inter-related clinical entities. Cardiovascular magnetic resonance (CMR) radiomics may capture subtle cardiac changes associated with these two diseases providing new insights into the brain-heart interactions.Objective: To define the CMR radiomics signatures for IHD and cerebrovascular disease and study their incremental value for disease discrimination over conventional CMR indices.Methods: We analysed CMR images of UK Biobank's subjects with pre-existing IHD, ischaemic cerebrovascular disease, myocardial infarction (MI), and ischaemic stroke (IS) (n = 779, 267, 525, and 107, respectively). Each disease group was compared with an equal number of healthy controls. We extracted 446 shape, first-order, and texture radiomics features from three regions of interest (right ventricle, left ventricle, and left ventricular myocardium) in end-diastole and end-systole defined from segmentation of short-axis cine images. Systematic feature selection combined with machine learning (ML) algorithms (support vector machine and random forest) and 10-fold cross-validation tests were used to build the radiomics signature for each condition. We compared the discriminatory power achieved by the radiomics signature with conventional indices for each disease group, using the area under the curve (AUC), receiver operating characteristic (ROC) analysis, and paired t-test for statistical significance. A third model combining both radiomics and conventional indices was also evaluated.Results: In all the study groups, radiomics signatures provided a significantly better disease discrimination than conventional indices, as suggested by AUC (IHD:0.82 vs. 0.75; cerebrovascular disease: 0.79 vs. 0.77; MI: 0.87 vs. 0.79, and IS: 0.81 vs. 0.72). Similar results were observed with the combined models. In IHD and MI, LV shape radiomics were dominant. However, in IS and cerebrovascular disease, the combination of shape and intensity-based features improved the disease discrimination. A notable overlap of the radiomics signatures of IHD and cerebrovascular disease was also found.Conclusions: This study demonstrates the potential value of CMR radiomics over conventional indices in detecting subtle cardiac changes associated with chronic ischaemic processes involving the brain and heart, even in the presence of more heterogeneous clinical pictures. Radiomics analysis might also improve our understanding of the complex mechanisms behind the brain-heart interactions during ischaemia.

Sex differences in pharmacotherapy and long-term outcomes in patients with ischaemic heart disease and left ventricular dysfunction

2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
M Dagan ◽  
D Dinh ◽  
J Stehli ◽  
C Tan ◽  
A Brennan ◽  
...  
Keyword(s):  
Heart Disease ◽  
Ischaemic Heart Disease ◽  
Medical Therapy ◽  
Left Ventricular Dysfunction ◽  
Ventricular Dysfunction ◽  
Left Ventricular ◽  
Left Ventricular Ejection ◽  
Kaplan Meier ◽  
Long Term Mortality

Abstract Background Left ventricular dysfunction and ischaemic heart disease are common amongst women, however, women tend to present later and are less likely to receive guideline-directed medical therapy compared to their male counterparts. Purpose To investigate if a sex discrepancy exists for optimal medical therapy (OMT) and long-term mortality in a cohort of patients with known ischaemic heart disease (IHD) and left ventricular dysfunction. Methods We analysed prospectively collected data from a multicentre registry database collected between 2005–2018 on pharmacotherapy 30-days post percutaneous coronary intervention (PCI) in 13,015 patients with left ventricular ejection fraction (LVEF) <50%. OMT at 30-days was defined as beta-blocker (BB), angiotensin-converting enzyme inhibitor/angiotensin receptor blocker (ACEi/ARB) ± mineralocorticoid receptor antagonist (MRA). Long-term mortality was determined by linkage with the National Death Index, with median follow up of 4.7 (IQR 2.0–8.6) years. Results Mean age was 65±12 years; women represented 20.2% (2,634) of the cohort. Women were on average 5 years older, had higher average BMI, higher rates of hypertension, diabetes, renal dysfunction, prior stroke and rheumatoid arthritis. Men were more likely to have sleep apnoea, be current/ex-smokers and to have had prior myocardial infarction, PCI and bypass surgery. Overall, 72.3% (9,411) of patients were on OMT, which was similar between sexes (72.7% in women vs. 72.2% in men, p=0.58). Rates of BB therapy were similar between sexes (85.2% vs. 84.5%, p=0.38), while women were less likely to be on an ACEi/ARB (80.4% vs. 82.4%, p=0.02) and more likely to be on a MRA (12.1% vs. 10.0%, p=0.003). Amongst those with LVEF ≤35% (n=1,652), BB (88.7% vs. 87.3%, p=0.46), ACEi/ARB (83.3% vs. 82.1%, p=0.59) and MRA use (32.5% vs. 33.3%, p=0.78) was comparable. Aspirin use was similar between sexes (95.3% vs. 95.9%, p=0.12), while women were less likely to be on statin therapy (93.5% vs. 95.3%, p<0.001) and a second antiplatelet agent (94.4% vs. 95.6%, p=0.007). On unadjusted analysis women had significantly higher long-term mortality of 25.4% compared to 19.0% for men (p<0.001). Kaplan-Meier analysis out to 14 years demonstrated that men on OMT have the best long-term survival overall and women on sub-OMT have significantly poorer outcomes compared to men on sub-OMT. However, after adjusting for OMT and other comorbidities there was no difference in long-term mortality between sexes (HR 0.99, 95% CI 0.87–1.14, p=0.94). Conclusion From this large multicentre registry, we found similar rates of guideline-directed pharmacotherapy for left ventricular dysfunction between sexes, however women were less likely to be on appropriate IHD secondary prevention. The increased unadjusted long-term mortality amongst women is likely due to differing baseline risk, given that adjusted mortality was similar between sexes. Kaplan-Meier Survival Analysis Funding Acknowledgement Type of funding source: None

The Assessment of Left Ventricular Ejection Fraction in Patients with Ischaemic Heart Disease by Contrast Ventriculography and Nuclear Angiography

1977 ◽  
Vol 53 (1) ◽  
pp. 55-61 ◽  
Author(s):  
A. L. Muir ◽  
W. J. Hannan ◽  
H. M. Brash ◽  
V. Baldwa ◽  
H. C. Miller ◽  
...  
Keyword(s):  
Heart Disease ◽  
Left Ventricular Ejection Fraction ◽  
Ejection Fraction ◽  
Ischaemic Heart Disease ◽  
Ventricular Volume ◽  
Left Ventricular ◽  
Ventricular Ejection ◽  
Left Ventricular Ejection ◽  
Ventricular Ejection Fraction ◽  
Contrast Ventriculography

1. In 18 patients with ischaemic heart disease left ventricular ejection fraction, measured by two different nuclear angiographic methods, has been compared with ejection fraction measured by single-plane contrast angiography. 2. The first nuclear angiographic technique involves detection of variation in the radioactivity from the left ventricle during the initial passage of a bolus of 99Tcm-labelled human serum albumin injected intravenously; the second is our own modification of a ‘gated’ method, which accumulates the radioactivity detected during the continuing recirculation of the plasma bound radioisotope, so presenting an ‘averaged’ ventricular volume curve. 3. Ejection fraction, measured by the ‘bolus’ method, is lower than that measured either by contrast ventriculography or by the ‘gated’ method. This may be due to a damping effect. 4. Ejection fraction measured by the ‘gated’ method is well correlated with that measured by contrast ventriculography (r = 0·89). 5. Our modification of the ‘gated’ method, which presents the changes in ventricular volume throughout the cardiac cycle, without needing computer facilities, is a useful non-invasive means for assessment of left ventricular function.

Chronic ischaemic heart disease

2018 ◽  
pp. 179-201
Author(s):  
Bernhard L Gerber ◽  
Mouaz H Al-Mallah ◽  
Joao AC Lima ◽  
Mohammad R Ostovaneh
Keyword(s):  
Myocardial Infarction ◽  
Heart Disease ◽  
Magnetic Resonance ◽  
Ischaemic Heart Disease ◽  
Myocardial Ischaemia ◽  
Dobutamine Stress ◽  
Left Ventricular ◽  
Contractile Reserve ◽  
Additional Information ◽  
Artery Disease

Chronic ischaemic heart disease (IHD) is one of the most common cardiac conditions worldwide and is generally caused by the consequences of coronary atherosclerosis, including myocardial infarction. Clinical challenges in chronic IHD include detection of myocardial ischaemia in symptomatic patients with suspected coronary artery disease (CAD), evaluation of myocardial viability in patients with established IHD and poor left ventricular ejection fraction (LVEF) when revascularization is considered, as well as risk stratification and identification of patients with chronic IHD at high risk of complications. Cardiovascular magnetic resonance (CMR) can provide vital answers to all three of these challenges. Stress CMR is now increasingly used to detect ischaemia by means of vasodilator stress perfusion or dobutamine stress contractile reserve stress imaging. For viability assessment, late gadolinium enhancement is currently the method of choice to detect myocardial infarction, and low-dose dobutamine stress magnetic resonance can provide additional information to determine viability and guide therapy. Cardiovascular risk in patients with chronic IHD is mainly determined by left ventricular function, most commonly utilizing LVEF, as well as infarct size, infarct characteristics, and ischaemic burden, which can all be measured reliably with CMR. This chapter will review the role of CMR for the detection of myocardial ischaemia, viability, and risk.

scholarly journals Association between plasma B-type natriuretic peptide and anaemia in heart failure with or without ischaemic heart disease: a retrospective study

BMJ Open ◽  
2019 ◽  
Vol 9 (3) ◽  
pp. e024194 ◽  
Author(s):  
Mitsutoshi Tominaga ◽  
Makoto Kawai ◽  
Kosuke Minai ◽  
Kazuo Ogawa ◽  
Yasunori Inoue ◽  
...  
Keyword(s):  
Heart Failure ◽  
Heart Disease ◽  
Retrospective Study ◽  
Ischaemic Heart Disease ◽  
Natriuretic Peptide ◽  
Left Ventricular ◽  
Path Model ◽  
Adverse Impact ◽  
Left Ventricular Ejection ◽  
Secondary Outcome

ObjectivesAnaemia is a risk of worsening heart failure. However, anaemia sometimes remains undetected because the superficial cardiac function does not precisely reflect the adverse impact of anaemia. Plasma B-type natriuretic peptide (BNP) could be helpful in these cases. However, the direct anaemic effects on BNP remain unknown. Herein, we compared the direct effect of anaemia on BNP and left ventricular ejection fraction (LVEF) using an advanced statistical procedure.DesignA retrospective study.SettingSecondary care (cardiology), single-centre study.ParticipantsThe study consisted of 3756 inpatients, including 684 without ischaemic heart disease (IHD) and 3072 with IHD.Primary and secondary outcome measuresRelationship between plasma BNP levels and LVEF values.ResultsA path model was constructed to simultaneously examine the adverse impact of anaemia on LVEF and plasma BNP, allowing for renal function. The path model revealed that LVEF increased in response to low haemoglobin (Hb), and the phenomenon was prominent in non-IHD (standardised regression coefficients (St.β): −0.264, p<0.001) rather than in IHD (St.β: 0.015, p=0.531). However, the response of BNP was commonly observed in both groups (non-IHD St.β: −0.238, IHD St.β: −0.398, p<0.001, respectively). Additionally, this study showed a direct link between low estimated glomerular filtration rate and high BNP independently of LVEF. Incrementally, Bayesian structural equation modelling in covariance structure analysis clearly supported this result. The scatter plots and simple regression analysis revealed that an adequate blood supply was approximately Hb 110 g/L and over in the non-IHD patients, whereas blood was not supplied in sufficient quantities even by Hb 130 g/L in patients with IHD.ConclusionThe current study demonstrated that anaemia was a substantial risk for worsening cardiac overload as estimated by plasma BNP. The anaemic response of LVEF likely changed depending on underlying cardiac disorders (IHD or not). However, the response of BNP was robustly observed.

scholarly journals Left ventricular puncture during thoracentesis

2019 ◽  
Vol 12 (4) ◽  
pp. e227613
Author(s):  
Daniel Farinas Lugo ◽  
Prasad Chalasani ◽  
Veronica del Calvo
Keyword(s):  
Heart Disease ◽  
Left Ventricle ◽  
Ischaemic Heart Disease ◽  
Left Ventricular ◽  
Left Ventricular Wall ◽  
Unusual Complication ◽  
Ventricular Wall ◽  
Ultrasound Guided ◽  
Ventricular Puncture

Left ventricular puncture during a thoracentesis is a rare and unusual complication that has yet to be reported. We report a case in which a 74-year-old woman with dilated ischaemic heart disease suffered from puncture of the left ventricle during a routine ultrasound-guided thoracentesis despite following the recommended protocol and procedures. She became haemodynamically unstable and underwent an emergent thoracotomy for removal of the catheter and repair of the left ventricular wall.

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