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1.
BMC Med ; 22(1): 353, 2024 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-39218859

RESUMEN

BACKGROUND: Higher cruciferous vegetable intake is associated with lower cardiovascular disease risk in observational studies. The pathways involved remain uncertain. We aimed to determine whether cruciferous vegetable intake (active) lowers 24-h brachial systolic blood pressure (SBP; primary outcome) compared to root and squash vegetables (control) in Australian adults with mildly elevated BP (SBP 120-160 mmHg inclusive). METHODS: In this randomized, controlled, crossover trial, participants completed two 2-week dietary interventions separated by a 2-week washout. Cruciferous vegetables were compared to root and squash vegetables (~ 300 g/day) consumed with lunch and dinner meals. Participants were blinded to which interventions were the active and control. Adherence was assessed using food diaries and biomarkers (S-methyl cysteine sulfoxide (SMCSO, active) and carotenoids (control)). Twenty-four-hour brachial ambulatory SBP and secondary outcomes were assessed pre- and post each intervention. Differences were tested using linear mixed effects regression. RESULTS: Eighteen participants were recruited (median (IQR) age: 68 (66-70); female: n = 16/18; mean ± SD clinic SBP: 135.9 ± 10.0 mmHg). For both interventions, 72% participants had 100% adherence (IQR: 96.4-100%). SMCSO and carotenoids were significantly different between interventions (mean difference active vs. control SMCSO: 22.93 mg/mL, 95%CI 15.62, 30.23, P < 0.0001; carotenoids: - 0.974 mg/mL, 95%CI - 1.525, - 0.423, P = 0.001). Twenty-four-hour brachial SBP was significantly reduced following the active vs. control (mean difference - 2.5 mmHg, 95%CI - 4.2, - 0.9, P = 0.002; active pre: 126.8 ± 12.6 mmHg, post: 124.4 ± 11.8 mmHg; control pre: 125.5 ± 12.1 mmHg, post: 124.8 ± 13.1 mmHg, n = 17), driven by daytime SBP (mean difference - 3.6 mmHg, 95%CI - 5.4, - 1.7, P < 0.001). Serum triglycerides were significantly lower following the active vs. control (mean difference - 0.2 mmol/L, 95%CI - 0.4, - 0.0, P = 0.047). CONCLUSIONS: Increased intake of cruciferous vegetables resulted in reduced SBP compared to root and squash vegetables. Future research is needed to determine whether targeted recommendations for increasing cruciferous vegetable intake benefits population health. TRIAL REGISTRATION: Clinical trial registry ACTRN12619001294145.  https://www.anzctr.org.au.


Asunto(s)
Presión Sanguínea , Estudios Cruzados , Verduras , Humanos , Femenino , Masculino , Presión Sanguínea/fisiología , Presión Sanguínea/efectos de los fármacos , Anciano , Australia , Persona de Mediana Edad , Hipertensión/dietoterapia , Hipertensión/fisiopatología
4.
Arterioscler Thromb Vasc Biol ; 44(2): 513-521, 2024 02.
Artículo en Inglés | MEDLINE | ID: mdl-38152887

RESUMEN

BACKGROUND: Leaflet calcification contributes to the development and progression of aortic valve stenosis. Vitamin K activates inhibitors of vascular calcification and may modulate inflammation and skeletal bone loss. Therefore, we aimed to determine whether higher dietary intakes of vitamin K1 are associated with a lower incidence of aortic stenosis. METHODS: In the Danish Diet, Cancer and Health study, participants aged 50 to 64 years completed a 192-item food frequency questionnaire at baseline, from which habitual intakes of vitamin K1 were estimated. Participants were prospectively followed using linkage to nationwide registers to determine incident aortic valve stenosis (primary outcome) and aortic stenosis with subsequent complications (aortic valve replacement, heart failure, or cardiovascular disease-related mortality; secondary outcome). RESULTS: In 55 545 participants who were followed for a maximum of 21.5 years, 1085 were diagnosed with aortic stenosis and 615 were identified as having subsequent complications. Participants in the highest quintile of vitamin K1 intake had a 23% lower risk of aortic stenosis (hazard ratio, 0.77 [95% CI, 0.63-0.94]) and a 27% lower risk of aortic stenosis with subsequent complications (hazard ratio, 0.73 [95% CI, 0.56-0.95]), compared with participants in the lowest quintile after adjusting for demographics and cardiovascular risk factors. CONCLUSIONS: In this study, a high intake of vitamin K1-rich foods was associated with a lower incidence of aortic stenosis and a lower risk of aortic stenosis with subsequent complications.


Asunto(s)
Estenosis de la Válvula Aórtica , Vitamina K 1 , Humanos , Estenosis de la Válvula Aórtica/epidemiología , Estenosis de la Válvula Aórtica/cirugía , Válvula Aórtica , Vitamina K , Ingestión de Alimentos , Factores de Riesgo , Vitamina K 2
5.
Front Cardiovasc Med ; 10: 1161779, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37529710

RESUMEN

Paravalvular leak (PVL) is a shortcoming that can erode the clinical benefits of transcatheter valve replacement (TAVR) and therefore a readily applicable method (aortography) to quantitate PVL objectively and accurately in the interventional suite is appealing to all operators. The ratio between the areas of the time-density curves in the aorta and left ventricular outflow tract (LVOT-AR) defines the regurgitation fraction (RF). This technique has been validated in a mock circulation; a single injection in diastole was further tested in porcine and ovine models. In the clinical setting, LVOT-AR was compared with trans-thoracic and trans-oesophageal echocardiography and cardiac magnetic resonance imaging. LVOT-AR > 17% discriminates mild from moderate aortic regurgitation on echocardiography and confers a poor prognosis in multiple registries, and justifies balloon post-dilatation. The LVOT-AR differentiates the individual performances of many old and novel devices and is being used in ongoing randomized trials and registries.

6.
J Clin Lipidol ; 17(5): 694-699, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37598001

RESUMEN

Elevated lipoprotein(a) [Lp(a)] is a causal risk factor for atherosclerotic cardiovascular disease. However, there are no approved and effective treatments for lowering Lp(a) and the associated cardiovascular risks. Omega-3 fatty acids (ω-3FAs), primarily eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA), have both triglyceride-lowering and anti-inflammatory properties. This pilot study investigated the effect of high dose ω-3FAs (3.6 g/day) on arterial inflammation in 12 patients with elevated Lp(a) (> 0.5 g/L) and stable coronary artery disease (CAD) receiving cholesterol-lowering treatment. Arterial inflammation was determined using 18F-fluorodexoyglucose positron emission tomography/computed tomography before and after 12-weeks intervention. ω-3FAs significantly lowered plasma concentrations of triglycerides (-17%, p < 0.01), Lp(a) (-5%, p < 0.01) as well as aortic maximum standardized uptake value (SUVmax) (-4%, p < 0.05). The reduction in SUVmax was significantly inversely associated with average on-treatment EPA (r = -0.750, p < 0.01), but not DHA and triglyceride, concentrations. In conclusion, high dose ω-3FAs decrease arterial inflammation in patients with elevated Lp(a) and stable CAD, which may involve a direct arterial effect of EPA.


Asunto(s)
Arteritis , Enfermedad de la Arteria Coronaria , Ácidos Grasos Omega-3 , Humanos , Ácido Eicosapentaenoico/uso terapéutico , Proyectos Piloto , Ácidos Grasos Omega-3/uso terapéutico , Ácidos Docosahexaenoicos/uso terapéutico , Enfermedad de la Arteria Coronaria/tratamiento farmacológico , Triglicéridos , Arteritis/tratamiento farmacológico , Lipoproteína(a)
7.
Am J Cardiol ; 202: 81-89, 2023 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-37423175

RESUMEN

Patients with ST-elevation myocardial infarction (STEMI) with no standard modifiable risk factors (SMuRFs: hypertension, diabetes mellitus, hypercholesterolemia, and smoking) have worse short-term mortality than those with SMuRFs. Whether this association extends to younger patients is unclear. A retrospective cohort study was performed of patients aged 18 to 45 years with STEMI at 3 Australian hospitals between 2010 and 2020. Nonatherosclerotic causes of STEMI were excluded. The primary outcome was 30-day all-cause mortality. Secondary outcomes included 1 and 2-year mortality. Cox proportional hazards analysis was used. Of 597 patients, the median age was 42 (interquartile range 38 to 44) years, 85.1% were men and 8.4% were SMuRF-less. Patients who are SMuRF-less were >2 times more likely to have cardiac arrest (28.0% vs 12.6%, p = 0.003); require vasopressors (16.0% vs 6.8%, p = 0.018), mechanical support (10.0% vs 2.3%, p = 0.046), or intensive care admission (20.0% vs 5.7%, p <0.001); and have higher rate of left anterior descending artery infarcts than those with SMuRFs (62.0% vs 47.2%, p = 0.045). No significant differences in thrombolysis or percutaneous intervention were observed. Guideline-directed medical therapy at discharge was high (>90%), and not different in the SMuRF-less. 30-day mortality was almost fivefold higher in the SMuRF-less (hazard ratio 4.70, 95% confidence interval 1.66 to 13.35, p = 0.004), remaining significant at 1 and 2 years. In conclusion, young patients who are SMuRF-less have a higher 30-day mortality after STEMI than their counterparts with SMuRFs. This may be partially mediated by higher rates of cardiac arrest and left anterior descending artery territory events. These findings further highlight the need for improved prevention and management of SMuRF-less STEMI.


Asunto(s)
Paro Cardíaco , Intervención Coronaria Percutánea , Infarto del Miocardio con Elevación del ST , Masculino , Humanos , Adulto , Femenino , Infarto del Miocardio con Elevación del ST/epidemiología , Infarto del Miocardio con Elevación del ST/terapia , Infarto del Miocardio con Elevación del ST/etiología , Estudios Retrospectivos , Intervención Coronaria Percutánea/efectos adversos , Australia/epidemiología , Factores de Riesgo , Paro Cardíaco/etiología , Resultado del Tratamiento
8.
Health Promot Int ; 38(3)2023 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-37279474

RESUMEN

Health-related behaviours contribute to the global burden of cardiovascular disease (CVD). Cardiovascular imaging can be used to screen asymptomatic individuals for increased risk of CVD to enable earlier interventions to promote health-related behaviours to prevent or reduce CVD risk. Some theories of behaviour and behaviour change assume that engagement in a given behaviour is a function of individual threat appraisals, beliefs regarding the performance of behaviour, self-efficacy for performing the desired behaviour and/or dispositions to act (e.g. behavioural intentions). To date, little is known about the impact of cardiovascular imaging interventions on these constructs. This article summarises evidence related to perceived threat, efficacy beliefs, and behavioural intentions after CVD screening. We identified 10 studies (2 RCTs and 8 non-randomised studies, n = 2498) through a combination of screening citations from published systematic reviews and meta-analyses and searching electronic databases. Of these, 7 measured behavioural intentions and perceived susceptibility and 3 measured efficacy beliefs. Findings showed largely encouraging effects of screening interventions on bolstering self-efficacy beliefs and strengthening behavioural intentions. Imaging results that suggest the presence of coronary or carotid artery disease also increased perceived susceptibility to CVD. However, the review also identified some gaps in the literature, such as a lack of guiding theoretical frameworks and assessments of critical determinants of health-related behaviours. By carefully considering the key issues highlighted in this review, we can make significant strides towards reducing CVD risks and improving population health.


This systematic narrative review sought to comprehensively report evidence related to individual responses to cardiovascular screening interventions. Theoretically, the study builds upon theories based on the cognitive perspective (e.g. Health Belief Model, Protection Motivation Theory), which supports the examination of individual perceptions of negative health-related outcomes or health risk, beliefs regarding the performance of a behaviour or outcome expectancies (e.g. perceived benefits of behavioural performance), personal control or capacity to perform a behaviour and/or willingness to invest the effort to engage in behaviour after behavioural intervention delivery. These concepts are considered key predictors of health-related behaviours and have been examined in several public health interventions. Using a variety of search strategies, studies that reported outcomes of interest were identified. Some studies showed that cardiovascular screening interventions may help people form the desired intention to engage in health-related behaviours. We also observed (largely) encouraging effects of cardiovascular screening interventions on individual confidence to engage in health-related behaviours and understanding of personal health risks. However, we identified some limitations in the design, delivery and outcomes assessed in the studies included. For future research, key recommendations to inform the design and delivery of health behaviour interventions are provided.


Asunto(s)
Enfermedades Cardiovasculares , Conductas Relacionadas con la Salud , Tamizaje Masivo , Enfermedades Vasculares , Humanos , Autoeficacia , Intención , Enfermedades Vasculares/diagnóstico , Enfermedades Vasculares/prevención & control , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/prevención & control
10.
EuroIntervention ; 18(16): e1307-e1327, 2023 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-37025086

RESUMEN

Coronary computed tomographic angiography (CCTA) is becoming the first-line investigation for establishing the presence of coronary artery disease and, with fractional flow reserve (FFRCT), its haemodynamic significance. In patients without significant epicardial obstruction, its role is either to rule out atherosclerosis or to detect subclinical plaque that should be monitored for plaque progression/regression following prevention therapy and provide risk classification. Ischaemic non-obstructive coronary arteries are also expected to be assessed by non-invasive imaging, including CCTA. In patients with significant epicardial obstruction, CCTA can assist in planning revascularisation by determining the disease complexity, vessel size, lesion length and tissue composition of the atherosclerotic plaque, as well as the best fluoroscopic viewing angle; it may also help in selecting adjunctive percutaneous devices (e.g., rotational atherectomy) and in determining the best landing zone for stents or bypass grafts.


Asunto(s)
Enfermedad de la Arteria Coronaria , Estenosis Coronaria , Reserva del Flujo Fraccional Miocárdico , Placa Aterosclerótica , Humanos , Enfermedad de la Arteria Coronaria/diagnóstico , Angiografía Coronaria/métodos , Valor Predictivo de las Pruebas , Tomografía Computarizada por Rayos X/métodos , Angiografía por Tomografía Computarizada/métodos , Placa Aterosclerótica/diagnóstico por imagen , Placa Aterosclerótica/patología , Vasos Coronarios/diagnóstico por imagen , Vasos Coronarios/cirugía , Vasos Coronarios/patología
11.
Cardiology ; 148(2): 98-102, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36758526

RESUMEN

BACKGROUND: Lipoprotein(a) (Lp[a]) is a risk factor for cardiovascular disease. The burden of thrombus in ST-segment elevation myocardial infarction (STEMI) has implications on treatment and outcomes. However, the association between Lp(a) and atherothrombosis in STEMI remains unclear. OBJECTIVES: The aim of the study was to determine the association between Lp(a) and culprit artery thrombus burden in younger patients with STEMI. METHODS: This was a single-center study of 83 patients aged <65 years with STEMI between 2016-2018 who underwent percutaneous coronary intervention and measurement of Lp(a); those receiving thrombolytic therapy were excluded. Thrombus burden in the culprit artery was determined angiographically using the Thrombolysis In Myocardial Infarction score and classified as absent-to-small, moderate, or large. Elevated Lp(a) was defined as plasma mass concentration >30 mg/dL. Multivariate analysis was performed adjusting for cardiovascular risk factors. RESULTS: The mean age was 48.0 ± 8.4 years, and 78.3% were male. Thirteen (16%), 9 (11%), and 61 (73%) patients had small, moderate, or large thrombus burden, respectively, and 34 (41%) had elevated Lp(a). Elevated Lp(a) was associated with greater thrombus burden compared to normal Lp(a) (large burden 85% vs. 65%; p = 0.024). Elevated Lp(a) was associated with moderate or large thrombus in univariate (OR 10.70 [95% CI 1.32-86.82]; p = 0.026) and multivariate analysis (OR 10.33 [95% CI 1.19-89.52]; p = 0.034). Lp(a) was not associated with culprit artery or stenosis location according to culprit artery. CONCLUSIONS: Elevated Lp(a) is associated with greater thrombus burden in younger patients with STEMI. The finding of this observational study accords with the thrombotic and anti-fibrinolytic properties of Lp(a). A causal relationship requires verification.


Asunto(s)
Trombosis Coronaria , Infarto del Miocardio , Intervención Coronaria Percutánea , Infarto del Miocardio con Elevación del ST , Humanos , Masculino , Adulto , Persona de Mediana Edad , Femenino , Infarto del Miocardio con Elevación del ST/complicaciones , Infarto del Miocardio con Elevación del ST/diagnóstico por imagen , Trombosis Coronaria/complicaciones , Trombosis Coronaria/diagnóstico por imagen , Lipoproteína(a) , Angiografía Coronaria , Infarto del Miocardio/complicaciones , Infarto del Miocardio/terapia , Arterias , Resultado del Tratamiento
12.
Int J Cardiol ; 363: 20-22, 2022 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-35716932

RESUMEN

BACKGROUND: Low-dose colchicine is effective in reducing the risks of recurrent cardiovascular events following an acute myocardial infarction (MI). However, the influence of colchicine on inflammation remains inconclusive. In the current study, we conducted a combined analysis using individual patient data from the COLCOT and LoDoCo-MI trials to assess the effect of low-dose colchicine on high-sensitivity C reactive protein (hs-CRP) in patients with acute MI. METHODS: We performed a combined analysis of individual patient data from two clinical trials (COLCOT, LoDoCo-MI). Paired pre-treatment and post-treatment hs-CRP (mg/L) were available in 222 patients for LoDoCo-MI and 207 patients for COLCOT (npooled = 429). We evaluated the effect of colchicine vs. placebo on post-treatment hs-CRP coded continuously and ≤ 1.0 mg/L in adjusted mixed-model multi-level regression analyses. RESULTS: Colchicine was not significantly associated with post-treatment hs-CRP when it was considered as a continuous variable (beta: -0.41, P = 0.429). However, the intervention was significantly associated with increased odds of achieving post-treatment hs-CRP values ≤1.0 mg/L compared to placebo (odds ratio: 1.64, 95% confidence interval: 1.07 to 2.51, P = 0.024). CONCLUSIONS: Reduction of inflammation may be a key component in the clinical efficacy of low-dose colchicine with respect to decreased risk of recurrent cardiovascular events following MI. Systematic sampling of hs-CRP before and after treatment with colchicine may be relevant.


Asunto(s)
Proteína C-Reactiva , Infarto del Miocardio , Biomarcadores , Proteína C-Reactiva/metabolismo , Colchicina/uso terapéutico , Humanos , Inflamación/tratamiento farmacológico , Infarto del Miocardio/terapia
13.
J Nucl Cardiol ; 29(4): 1855-1866, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-33825140

RESUMEN

BACKGROUND: There is currently no treatment for attenuating progression of arterial calcification. 18F-sodium fluoride positron emission tomography (18F-NaF PET) locates regions of calcification activity. We tested whether vitamin-K1 or colchicine affected arterial calcification activity. METHODS: 154 patients with diabetes mellitus and coronary calcification, as detected using computed tomography (CT), were randomized to one of four treatment groups (placebo/placebo, vitamin-K1 [10 mg/day]/placebo, colchicine [0.5 mg/day]/placebo, vitamin-K1 [10 mg/day]/ colchicine [0.5 mg/day]) in a double-blind, placebo-controlled 2x2 factorial trial of three months duration. Change in coronary calcification activity was estimated as a change in coronary maximum tissue-to-background ratio (TBRmax) on 18F-NaF PET. RESULTS: 149 subjects completed follow-up (vitamin-K1: placebo = 73:76 and colchicine: placebo = 73:76). Neither vitamin-K1 nor colchicine had a statistically significant effect on the coronary TBRmax compared with placebo (mean difference for treatment groups 0·00 ± 0·16 and 0·01 ± 0·17, respectively, p > 0.05). There were no serious adverse effects reported with colchicine or vitamin-K1. CONCLUSIONS: In patients with type 2 diabetes, neither vitamin-K1 nor colchicine significantly decreases coronary calcification activity, as estimated by 18F-NaF PET, over a period of 3 months. CLINICAL TRIAL REGISTRATION: ACTRN12616000024448.


Asunto(s)
Colchicina , Diabetes Mellitus Tipo 2 , Calcificación Vascular , Vitamina K 1 , Colchicina/uso terapéutico , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Método Doble Ciego , Humanos , Tomografía Computarizada por Tomografía de Emisión de Positrones , Fluoruro de Sodio , Calcificación Vascular/diagnóstico por imagen , Calcificación Vascular/tratamiento farmacológico , Vitaminas
14.
Am J Clin Nutr ; 115(1): 45-52, 2022 01 11.
Artículo en Inglés | MEDLINE | ID: mdl-34637494

RESUMEN

BACKGROUND: Coronary and aortic artery calcifications are generally slow to develop, and their burden predicts cardiovascular disease events. In patients with diabetes mellitus, arterial calcification is accelerated and calcification activity can be detected using 18F-sodium fluoride positron emission tomography (18F-NaF PET). OBJECTIVES: We aimed to determine whether vitamin K1 supplementation inhibits arterial calcification activity in individuals with diabetes mellitus. METHODS: This was a post hoc analysis of the ViKCoVaC (effect of Vitamin-K1 and Colchicine on Vascular Calcification activity in subjects with Diabetes Mellitus) double-blind randomized controlled trial conducted in Perth, Western Australia. Individuals with diabetes mellitus and established coronary calcification (coronary calcium score > 10), but without clinical coronary artery disease, underwent baseline 18F-NaF PET imaging, followed by oral vitamin K1 supplementation (10 mg/d) or placebo for 3 mo, after which 18F-NaF PET imaging was repeated. We tested whether individuals randomly assigned to vitamin K1 supplementation had reduced development of new 18F-NaF PET positive lesions within the coronary arteries and aorta. RESULTS: In total, 149 individuals completed baseline and follow-up imaging studies. Vitamin K1 supplementation independently decreased the odds of developing new 18F-NaF PET positive lesions in the coronary arteries (OR: 0.35; 95% CI: 0.16, 0.78; P = 0.010), aorta (OR: 0.27; 95% CI: 0.08, 0.94; P = 0.040), and in both aortic and coronary arteries (OR: 0.28; 95% CI: 0.13, 0.63; P = 0.002). CONCLUSIONS: In individuals with diabetes mellitus, supplementation with 10 mg vitamin K1/d may prevent the development of newly calcifying lesions within the aorta and the coronary arteries as detected using 18F-NaF PET. Further long-term studies are needed to test this hypothesis.This trial was registered at anzctr.org.au as ACTRN12616000024448.


Asunto(s)
Diabetes Mellitus/patología , Angiopatías Diabéticas/prevención & control , Suplementos Dietéticos , Calcificación Vascular/prevención & control , Vitamina K 1/administración & dosificación , Anciano , Aorta/diagnóstico por imagen , Vasos Coronarios/diagnóstico por imagen , Angiopatías Diabéticas/etiología , Método Doble Ciego , Femenino , Radioisótopos de Flúor , Estudios de Seguimiento , Humanos , Masculino , Tomografía de Emisión de Positrones , Fluoruro de Sodio , Resultado del Tratamiento , Calcificación Vascular/etiología , Australia Occidental
16.
Artif Intell Med ; 116: 102072, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34020750

RESUMEN

The segmentation and analysis of coronary arteries from intravascular optical coherence tomography (IVOCT) is an important aspect of diagnosing and managing coronary artery disease. Current image processing methods are hindered by the time needed to generate expert-labelled datasets and the potential for bias during the analysis. Therefore, automated, robust, unbiased and timely geometry extraction from IVOCT, using image processing, would be beneficial to clinicians. With clinical application in mind, we aim to develop a model with a small memory footprint that is fast at inference time without sacrificing segmentation quality. Using a large IVOCT dataset of 12,011 expert-labelled images from 22 patients, we construct a new deep learning method based on capsules which automatically produces lumen segmentations. Our dataset contains images with both blood and light artefacts (22.8 %), as well as metallic (23.1 %) and bioresorbable stents (2.5 %). We split the dataset into a training (70 %), validation (20 %) and test (10 %) set and rigorously investigate design variations with respect to upsampling regimes and input selection. We show that our developments lead to a model, DeepCap, that is on par with state-of-the-art machine learning methods in terms of segmentation quality and robustness, while using as little as 12 % of the parameters. This enables DeepCap to have per image inference times up to 70 % faster on GPU and up to 95 % faster on CPU compared to other state-of-the-art models. DeepCap is a robust automated segmentation tool that can aid clinicians to extract unbiased geometrical data from IVOCT.


Asunto(s)
Enfermedad de la Arteria Coronaria , Tomografía de Coherencia Óptica , Algoritmos , Cápsulas , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Humanos
17.
Heart ; 107(9): 721-727, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33436490

RESUMEN

OBJECTIVE: We tested the hypothesis that patients with a potential acute coronary syndrome (ACS) and very low levels of high-sensitivity cardiac troponin I can be efficiently and safely discharged from the emergency department after a single troponin measurement. METHODS: This prospective cohort study recruited 2255 consecutive patients aged ≥18 years presenting to the Emergency Department, Royal Perth Hospital, Western Australia, with chest pain without high-risk features but requiring the exclusion of ACS. Patients were managed using a guideline-recommended pathway or our novel Single Troponin Accelerated Triage (STAT) pathway. The primary outcome was the percentage of patients discharged in <3 hours. Secondary outcomes included the duration of observation and death or acute myocardial infarction in the next 30 days. RESULTS: The study enrolled 1131 patients to the standard cohort and 1124 to the STAT cohort. Thirty-eight per cent of the standard cohort were discharged directly from emergency department compared with 63% of the STAT cohort (p<0.001). The median duration of observation was 4.3 (IQR 3.3-7.1) hours in the standard cohort and 3.6 (2.6-5.4) hours in the STAT cohort (p<0.001), with 21% and 38% discharged in <3 hours, respectively (p<0.001). No patients discharged directly from the emergency department died or suffered an acute myocardial infarction within 30 days in either cohort. CONCLUSIONS: Among low-risk patients with a potential ACS, a pathway which incorporates early discharge based on a single very low level of high-sensitivity cardiac troponin increases the proportion of patients discharged directly from the emergency department, reduces length of stay and is safe. TRIAL REGISTRATION NUMBER: ACTRN12618000797279.


Asunto(s)
Síndrome Coronario Agudo/sangre , Servicio de Urgencia en Hospital/estadística & datos numéricos , Triaje/métodos , Troponina/sangre , Síndrome Coronario Agudo/complicaciones , Síndrome Coronario Agudo/diagnóstico , Biomarcadores/sangre , Dolor en el Pecho/sangre , Dolor en el Pecho/diagnóstico , Dolor en el Pecho/etiología , Diagnóstico Diferencial , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos
18.
Curr Opin Endocrinol Diabetes Obes ; 28(2): 122-133, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33394721

RESUMEN

PURPOSE OF REVIEW: Diabetes mellitus is no longer considered a cardiovascular disease (CVD) risk equivalent, but the optimal methods of risk stratification are a matter of debate. The coronary calcium score (CCS) is a measure of the burden of atherosclerosis and is widely used for CVD risk stratification in the general population. We review recently published data to describe the role of the CCS in people with diabetes mellitus. RECENT FINDINGS: People with diabetes mellitus have 10-year event rates for CVD and CVD mortality that are considered high, at a much lower level of CCS than the general population. Different categories of CCS are pertinent to men and women with diabetes mellitus. CCS may be particularly useful in clinical settings when CVD risk is known to be increased but difficult to quantify, for example peri-menopausal women, young persons with diabetes, type 1 diabetic individuals and others. With modern techniques, the radiation dose of a CSS has fallen to levels wherein screening and surveillance could be considered. SUMMARY: The CCS is able to quantify CVD risk in people with diabetes mellitus when there is clinical uncertainty and identifies those with very high event rates. Future research should aim to identify effective risk reduction strategies in this important group.


Asunto(s)
Enfermedades Cardiovasculares , Diabetes Mellitus Tipo 2 , Diabetes Mellitus , Enfermedades Cardiovasculares/epidemiología , Toma de Decisiones Clínicas , Diabetes Mellitus/epidemiología , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/epidemiología , Femenino , Humanos , Masculino , Factores de Riesgo , Incertidumbre
20.
Heart Lung Circ ; 30(5): 734-740, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33191140

RESUMEN

INTRODUCTION: Lipoprotein(a) [Lp(a)] and diabetes are independently associated with premature coronary artery disease (pCAD). However, there is an inverse relationship between Lp(a) concentration and type 2 diabetes (T2D) risk. We examine whether Lp(a) distribution in patients with pCAD differs between those with or without T2D, and whether elevated Lp(a) is associated with pCAD in patients with T2D. METHODS: Lp(a) concentration was measured in consecutive acute coronary syndrome (ACS) patients in two coronary care units (study one: ACS with or without diabetes, study two: ACS and diabetes). Elevated Lp(a) mass concentration was defined as ≥0.5 g/L and pCAD where CAD was diagnosed age <60 years. The association between elevated Lp(a) and pCAD was assessed using logistic regression. RESULTS: Of 449 patients, 233 (51.9%) had pCAD and 278 (61.9%) had T2D. In patients with pCAD, those with T2D had a significantly lower median Lp(a) concentration (0.13 g/L versus 0.27 g/L, p=0.004). In patients with T2D, elevated Lp(a) was significantly associated with pCAD (OR 2.419, 95% CI 1.513-3.867, p<0.001). After adjusting for gender, smoking, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol and triglycerides, elevated Lp(a) remained significantly associated with pCAD (OR 2.895, 95% CI 1.427-5.876, p=0.003) in patients with T2D. CONCLUSIONS: In coronary care patients with pCAD, patients with T2D had lower Lp(a) concentrations than those without T2D. Despite this, elevated Lp(a) remained predictive of pCAD in patients with T2D. Measurement of Lp(a) should be considered in younger adults with T2D to identify who may benefit from earlier preventative therapies to reduce pCAD burden.


Asunto(s)
Enfermedad de la Arteria Coronaria , Diabetes Mellitus Tipo 2 , Adulto , Enfermedad de la Arteria Coronaria/epidemiología , Unidades de Cuidados Coronarios , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/epidemiología , Humanos , Lipoproteína(a) , Persona de Mediana Edad , Factores de Riesgo
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