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1.
Diabetes Obes Metab ; 26(7): 2722-2731, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38618987

RESUMO

AIM: Hypertension and diabetes mellitus (DM) are major causes of morbidity and mortality, with growing burdens in low-income countries where they are underdiagnosed and undertreated. Advances in machine learning may provide opportunities to enhance diagnostics in settings with limited medical infrastructure. MATERIALS AND METHODS: A non-interventional study was conducted to develop and validate a machine learning algorithm to estimate cardiovascular clinical and laboratory parameters. At two sites in Kenya, digital retinal fundus photographs were collected alongside blood pressure (BP), laboratory measures and medical history. The performance of machine learning models, originally trained using data from the UK Biobank, were evaluated for their ability to estimate BP, glycated haemoglobin, estimated glomerular filtration rate and diagnoses from fundus images. RESULTS: In total, 301 participants were enrolled. Compared with the UK Biobank population used for algorithm development, participants from Kenya were younger and would probably report Black/African ethnicity, with a higher body mass index and prevalence of DM and hypertension. The mean absolute error was comparable or slightly greater for systolic BP, diastolic BP, glycated haemoglobin and estimated glomerular filtration rate. The model trained to identify DM had an area under the receiver operating curve of 0.762 (0.818 in the UK Biobank) and the hypertension model had an area under the receiver operating curve of 0.765 (0.738 in the UK Biobank). CONCLUSIONS: In a Kenyan population, machine learning models estimated cardiovascular parameters with comparable or slightly lower accuracy than in the population where they were trained, suggesting model recalibration may be appropriate. This study represents an incremental step toward leveraging machine learning to make early cardiovascular screening more accessible, particularly in resource-limited settings.


Assuntos
Doenças Cardiovasculares , Aprendizado Profundo , Fatores de Risco de Doenças Cardíacas , Humanos , Quênia/epidemiologia , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Prospectivos , Adulto , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/etiologia , Hipertensão/epidemiologia , Hipertensão/complicações , Hipertensão/diagnóstico , Algoritmos , Fotografação , Fundo de Olho , Idoso , Diabetes Mellitus/epidemiologia , Fatores de Risco , Retinopatia Diabética/epidemiologia , Retinopatia Diabética/diagnóstico
2.
Respirology ; 2024 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-39019777

RESUMO

BACKGROUND AND OBJECTIVE: Chronic obstructive pulmonary disease (COPD) is a leading cause of death worldwide that frequently presents with concomitant cardiovascular diseases. Despite the pathological distinction between individual COPD phenotypes such as emphysema and chronic bronchitis, there is a lack of knowledge about the impact of COPD phenotype on cardiovascular disease risk. Thus, this study aimed to utilize a nationally representative sample to investigate cardiovascular disease prevalence in patients with COPD with emphysema and chronic bronchitis phenotypes. METHODS: Data from 31,560 adults including 2504 individuals with COPD, collected as part of the National Health and Nutrition Examination Survey (1999-2018), were examined. RESULTS: A significantly increased cardiovascular disease risk, including coronary heart disease, heart failure, myocardial infarction and stroke, was identified in patients with COPD among all disease phenotypes. Particularly, compared to those without COPD, individuals with chronic bronchitis presented with 1.76 (95% CI: 1.41-2.20) times greater odds, individuals with emphysema with 2.31 (95% CI: 1.80-2.96) times greater odds, while those with a concurrent phenotype (combined chronic bronchitis and emphysema) exhibited 2.98 (95% CI: 2.11-4.21) times greater odds of reporting cardiovascular diseases. CONCLUSION: Our data confirms that patients with COPD present an elevated risk of developing cardiovascular disease among all phenotypes, with the most marked increase being in those with concurrent chronic bronchitis and emphysema phenotypes. These findings emphasize the need for awareness and appropriate cardiovascular screening in COPD.

3.
Sensors (Basel) ; 24(7)2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38610349

RESUMO

Seismocardiography (SCG), a method for measuring heart-induced chest vibrations, is gaining attention as a non-invasive, accessible, and cost-effective approach for cardiac pathologies, diagnosis, and monitoring. This study explores the integration of SCG acquired through smartphone technology by assessing the accuracy of metrics derived from smartphone recordings and their consistency when performed by patients. Therefore, we assessed smartphone-derived SCG's reliability in computing median kinetic energy parameters per record in 220 patients with various cardiovascular conditions. The study involved three key procedures: (1) simultaneous measurements of a validated hardware device and a commercial smartphone; (2) consecutive smartphone recordings performed by both clinicians and patients; (3) patients' self-conducted home recordings over three months. Our findings indicate a moderate-to-high reliability of smartphone-acquired SCG metrics compared to those obtained from a validated device, with intraclass correlation (ICC) > 0.77. The reliability of patient-acquired SCG metrics was high (ICC > 0.83). Within the cohort, 138 patients had smartphones that met the compatibility criteria for the study, with an observed at-home compliance rate of 41.4%. This research validates the potential of smartphone-derived SCG acquisition in providing repeatable SCG metrics in telemedicine, thus laying a foundation for future studies to enhance the precision of at-home cardiac data acquisition.


Assuntos
Doenças Cardiovasculares , Smartphone , Humanos , Reprodutibilidade dos Testes , Fenômenos Físicos , Benchmarking , Doenças Cardiovasculares/diagnóstico
4.
Microvasc Res ; 147: 104480, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36690270

RESUMO

OBJECTIVE: Coronary microvascular dysfunction (CMD) is a cause of ischaemia with non-obstructive coronary arteries (INOCA). It is notoriously underdiagnosed due to the need for invasive microvascular function testing. We hypothesized that systemic microvascular dysfunction could be demonstrated non-invasively in the microcirculation of the bulbar conjunctiva in patients with CMD. METHODS: Patients undergoing coronary angiography for the investigation of chest pain or dyspnoea, with physiologically insignificant epicardial disease (fractional flow reserve ≥0.80) were recruited. All patients underwent invasive coronary microvascular function testing. We compared a cohort of patients with evidence of CMD (IMR ≥25 or CFR <2.0); to a group of controls (IMR <25 and CFR ≥2.0). Conjunctival imaging was performed using a previously validated combination of a smartphone and slit-lamp biomicroscope. This technique allows measurement of vessel diameter and other indices of microvascular function by tracking erythrocyte motion. RESULTS: A total of 111 patients were included (43 CMD and 68 controls). There were no differences in baseline demographics, co-morbidities or epicardial coronary disease severity. The mean number of vessel segments analysed per patient was 21.0 ± 12.8 (3.2 ± 3.5 arterioles and 14.8 ± 10.8 venules). In the CMD cohort, significant reductions were observed in axial/cross-sectional velocity, blood flow, wall shear rate and stress. CONCLUSION: The changes in microvascular function linked to CMD can be observed non-invasively in the bulbar conjunctiva. Conjunctival vascular imaging may have utility as a non-invasive tool to both diagnose CMD and augment conventional cardiovascular risk assessment.


Assuntos
Doença da Artéria Coronariana , Reserva Fracionada de Fluxo Miocárdico , Isquemia Miocárdica , Humanos , Estudos Transversais , Estudos Prospectivos , Hemodinâmica , Angiografia Coronária/métodos , Vasos Coronários , Microcirculação , Túnica Conjuntiva , Circulação Coronária
5.
Res Sports Med ; 31(1): 49-57, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-34080931

RESUMO

Pre-participation screening is performed to identify underlying cardiac conditions that may also lead to sudden cardiac death. Our aim is to compare submaximal Harvard Step Test (HST) with incremental Maximal Exercise Test (MET) on treadmill to induce and detect arrhythmias in younger athletes. A total of 1000 athletes (mean age 14.6 ± 4.7 years) were evaluated, 500 with MET and 500 with HST, all with continuous ECG monitoring until three minutes of recovery. Pre-test evaluation includes medical history, clinical evaluation and resting electrocardiogram. Ventricular and/or supraventricular arrhythmias were observed in 2.6% of athletes performing HST and in 8.4% during MET (p < 0.001). Incidence of arrhythmias remained higher for MET also considering separately exercise phase (0.8% vs. 5.2%; p < 0.001) and recovery phase (2.0% vs. 6.0%; p < 0.01). No gender differences were observed. Results suggest that MET induces more arrhythmias than submaximal HST, regardless of test phase. Higher test intensity and longer exercise duration might influence test outcomes, making MET more arrhythmogenic.


Assuntos
Eletrocardiografia , Teste de Esforço , Humanos , Criança , Adolescente , Adulto Jovem , Adulto , Prevalência , Eletrocardiografia/efeitos adversos , Atletas , Arritmias Cardíacas/diagnóstico , Arritmias Cardíacas/epidemiologia , Arritmias Cardíacas/etiologia
6.
BMC Health Serv Res ; 22(1): 569, 2022 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-35477458

RESUMO

BACKGROUND: Cardiovascular disease is a major contributor to poor health in the UK and the leading cause of death in England. Peripheral arterial disease and high blood pressure are conditions that identify individuals at high cardiovascular disease risk, likely to benefit from cardiovascular risk management. Both conditions remain considerably underdiagnosed and untreated. The National Health Service abdominal aortic aneurysm (AAA) screening programmes represent an opportunity to screen for these conditions with potentially minimal additional effort or cost. We explored AAA screening programme staff views on the proposed introduction of such additional screening within AAA screening. METHODS: Nine focus groups and seven follow-on interviews were undertaken with 38 AAA screening staff. Our study methods were oriented broadly towards a grounded theory methodology, and data were analysed using thematic analysis. RESULTS: Three themes were identified: (i) 'Perceptions of patient experience and health-related outcomes', (ii) 'Opportunities and challenges for programme staff', and (iii) 'Maintaining and improving programme standards'. Staff talked about the high uptake of AAA screening, staff experience and skills in their role, and the programme's high quality standards as both opportunities and potential challenges linked to the proposed additions to AAA screening. While positive about the potential to improve patients' health outcomes, participants had questions about the practicalities of incorporating additional procedures within their time- and resource-constrained context, and how this may reconfigure work processes, roles and relationships. CONCLUSIONS: The proposed additions to the programme require taking staff's views into account. Key areas that need to be addressed relate to ensuring follow-up support for patients, clarity around staff responsibilities, and availability of sufficient resources for the programme.


Assuntos
Aneurisma da Aorta Abdominal , Doenças Cardiovasculares , Aneurisma da Aorta Abdominal/diagnóstico , Aneurisma da Aorta Abdominal/prevenção & controle , Humanos , Pesquisa Qualitativa , Medicina Estatal , Reino Unido
7.
J Electrocardiol ; 62: 49-56, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32814150

RESUMO

BACKGROUND: Electrocardiogram (ECG) screening in athletes enhances the detection of conditions associated with sudden cardiac death (SCD), but concerns remain for false positive results when conducted outside of specialized centers. This study compared ECG interpretation in college athletes between local physicians and a sports cardiology center (SCC). METHODS: Screening ECGs in athletes from eight Pacific-12 Conference institutions performed between 2010 and 2016 were included. Local interpretation was compared to SCC interpretation using both the Seattle Criteria (SCC-SC) and the International Criteria (SCC-IC). RESULTS: A total of 2445 athlete ECGs (mean age 18.5 years; 57.1% male; 63.2% Caucasian and 15.3% African American) were reviewed. The proportion of ECGs classified as abnormal was similar between local and SCC-SC interpretation (3.5% vs. 3.4%, respectively; p = .94), but was lower by SCC-IC interpretation (1.5%, p < .001). ECG abnormalities interpreted as normal by local physicians but as abnormal by SCC-SC (n = 33) and SCC-IC (n = 16) standards included: pathological Q waves (n = 15 SCC-SC; n = 3 SCC-IC), T-wave inversions (n = 8 both), and ST-depressions (n = 3 both). There was a 97.5% ECG interpretation agreement and substantial interobserver reliability (k = 0.611, p < .001) between local and SCC-SC interpretation in athletes screened starting one year after publication of the Seattle Criteria (n = 1388). Both local and SCC physicians correctly identified six abnormal ECGs associated with conditions at risk of SCD. CONCLUSIONS: ECG interpretation by local physicians at college universities had similar accuracy compared to a specialized SCC with a low overall abnormal rate, similar sensitivity, and substantial interobserver reliability. Uniform application of current ECG interpretation standards is recommended to further improve accuracy.


Assuntos
Cardiologia , Eletrocardiografia , Adolescente , Atletas , Morte Súbita Cardíaca , Feminino , Humanos , Masculino , Programas de Rastreamento , Reprodutibilidade dos Testes
8.
Scand J Med Sci Sports ; 28(3): 1036-1047, 2018 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28833626

RESUMO

Sudden cardiac death (SCD) is a devastating event in athletes. Screening efforts that were first directed at athletes younger than 35 years are now focusing on the rapidly growing group of older sportspersons. Athletes aged ≥35 years have a 10-fold increased risk of exercise-related cardiac arrest, mostly due to coronary artery disease (CAD). Although cardiac imaging is pivotal in identifying CAD, the role of imaging modalities in screening asymptomatic older sportspersons remains unclear. We performed a scoping review to identify the role of cardiac imaging to detect CAD in older sportspersons and to identify gaps in the existing literature. We searched MEDLINE, EMBASE and the Cochrane library for studies reporting data on cardiac imaging of CAD in sportspersons ≥35 years. The systematic search yielded 1737 articles, and 14 were included in this scoping review. Imaging modalities included two echocardiography, one unenhanced computed tomography (CT) for coronary artery calcium scoring (CACS), three CACS and contrast-enhanced CT angiography (CCTA), two CACS and cardiac magnetic resonance (CMR), one CCTA with CMR and echocardiography, two CCTA, two CMR, and one myocardial perfusion imaging article. The low number of relevant articles and the selection bias introduced by studying specific groups, like veteran marathon runners, indicate the need for future research. Cardiac CT (CACS and CCTA) probably has the highest potential for pre-participation screening, with high diagnostic value to detect CAD and low radiation dose. However, currently there is insufficient evidence for incorporating routine cardiac imaging in the pre-participation screening of asymptomatic sportspersons over 35 years.


Assuntos
Atletas , Doença da Artéria Coronariana/diagnóstico por imagem , Morte Súbita Cardíaca/prevenção & controle , Adulto , Idoso , Cálcio/análise , Angiografia Coronária , Ecocardiografia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Imagem de Perfusão , Tomografia Computadorizada por Raios X
9.
Prev Med ; 99: 49-57, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28087465

RESUMO

The World Health Organization recommends that countries implement population-wide cardiovascular disease (CVD) risk assessment and management programmes. The aim of this study was to conduct a systematic review to evaluate whether this recommendation is supported by cost-effectiveness evidence. Published economic evaluations were identified via electronic medical and social science databases (including Medline, Web of Science, and the NHS Economic Evaluation Database) from inception to March 2016. Study quality was evaluated using a modified version of the Consolidated Health Economic Evaluation Reporting Standards. Fourteen economic evaluations were included: five studies based on randomised controlled trials, seven studies based on observational studies and two studies using hypothetical modelling synthesizing secondary data. Trial based studies measured CVD risk factor changes over 1 to 3years, with modelled projections of longer term events. Programmes were either not, or only, cost-effective under non-verified assumptions such as sustained risk factor changes. Most observational and hypothetical studies suggested programmes were likely to be cost-effective; however, study deigns are subject to bias and subsequent empirical evidence has contradicted key assumptions. No studies assessed impacts on inequalities. In conclusion, recommendations for population-wide risk assessment and management programmes lack a robust, real world, evidence basis. Given implementation is resource intensive there is a need for robust economic evaluation, ideally conducted alongside trials, to assess cost effectiveness. Further, the efficiency and equity impact of different delivery models should be investigated, and also the combination of targeted screening with whole population interventions recognising that there multiple approaches to prevention.


Assuntos
Doenças Cardiovasculares/prevenção & controle , Análise Custo-Benefício/economia , Medição de Risco , Análise Custo-Benefício/organização & administração , Gerenciamento Clínico , Humanos
10.
Scand J Public Health ; 43(1): 102-10, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25381314

RESUMO

BACKGROUND: Concerns that general health checks, including screening for risk factors to ischemic heart disease (IHD), have negative psychological consequences seem widely unfounded; however, previous studies are only based on self-reports from participants. AIM: To investigate if risk factor screening in healthy adults leads to mental distress in the study population, independent of participation. METHODS: The Inter99 study (1999 - 2006) was a randomised intervention in the general population, aiming to prevent IHD by a healthier lifestyle. We included the whole study population, independent of participation (n = 60,915). We merged data with information on the use of psychotropic medication and/or hospitalisation due to psychiatric diagnoses, as retrieved from national registers in Denmark, 4 years before and 5 years after the study began. We conducted analyses using generalised estimating equations. RESULTS: There was no significant difference between the intervention and control groups in their use of antipsychotics, hypnotics/sedatives, antidepressants or anxiolytics. As regards admission to the hospital with mental disorders, no significant difference was seen. These findings were true based on a yearly basis, and when investigating both short-term and a long-term effects of the intervention. There was no interaction with socioeconomic status. Of the 918 persons with a psychiatric diagnosis before the study start, 303 (33%) were re-admitted in the intervention period. Pre-screening of psychological status did not influence the psychological impact of screening. CONCLUSIONS: This large, randomised intervention study supports that screening for risk factors to IHD does not increase mental distress, not even in the mentally or socioeconomically most vulnerable persons. This study included the whole Inter99 study population not only study participants.


Assuntos
Programas de Rastreamento/psicologia , Isquemia Miocárdica/prevenção & controle , Estresse Psicológico/etiologia , Adulto , Dinamarca , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sistema de Registros , Fatores de Risco , Fatores Socioeconômicos
11.
J Electrocardiol ; 48(3): 329-38, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25701104

RESUMO

BACKGROUND: The optimal cardiovascular preparticipation screen is debated. The purpose of this study was to perform a systematic review/meta-analysis of evidence comparing screening strategies. METHODS: PRIMSA guidelines were followed. Electronic databases were searched from January 1996 to November 2014 for articles examining the efficacy of screening with history and physical exam (PE) based on the American Heart Association (AHA) or similar recommendations and electrocardiogram (ECG). Pooled data was analyzed for sensitivity, specificity, false positive rates and positive and negative likelihood ratios. Secondary outcomes included rate of potentially lethal cardiovascular conditions detected with screening and the etiology of pathology discovered. RESULTS: Fifteen articles reporting on 47,137 athletes were reviewed. After meta-analysis the sensitivity and specificity of ECG was 94%/93%, history 20%/94%, and PE 9%/97%. The overall false positive rate of ECG (6%) was less than that of history (8%), or physical exam (10%). Positive likelihood ratios were ECG 14.8, history 3.22 and PE 2.93 and negative likelihood ratios were ECG 0.055, history 0.85, and PE 0.93. There were a total of 160 potentially lethal cardiovascular conditions detected for a rate of 0.3% or 1 in 294. The most common pathology was Wolff-Parkinson-White (67, 42%), Long QT Syndrome (18, 11%), hypertrophic cardiomyopathy (18, 11%), dilated cardiomyopathy (11, 7%), coronary artery disease or myocardial ischemia (9, 6%) and arrhythmogenic right ventricular cardiomyopathy (4, 3%). CONCLUSIONS: The most effective strategy for screening for cardiovascular disease in athletes is ECG. It is 5 times more sensitive than history, 10 times more sensitive than physical exam, has higher positive likelihood ratio, lower negative likelihood ratio and a lower false positive rate. 12-lead ECG interpreted using modern criteria should be considered best practice in screening for cardiovascular disease in athletes while the use of history and physical alone as a screening tool should be reevaluated.


Assuntos
Atletas/estatística & dados numéricos , Eletrocardiografia/estatística & dados numéricos , Cardiopatias/diagnóstico , Cardiopatias/mortalidade , Exame Físico/estatística & dados numéricos , Atletas/classificação , Cardiopatias/prevenção & controle , Humanos , Incidência , Testes Obrigatórios/estatística & dados numéricos , Anamnese/estatística & dados numéricos , Exame Físico/normas , Medição de Risco/métodos , Sensibilidade e Especificidade , Taxa de Sobrevida
12.
Neth Heart J ; 23(12): 585-91, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26449244

RESUMO

BACKGROUND: Women with a history of preeclampsia are at increased risk for future hypertension and cardiovascular disease (CVD); until now it is not clear whether preventive measures are needed. METHODS: A decision-analytic Markov model was constructed to evaluate healthcare costs and effects of screening and treatment (100 % compliance) for hypertension post preeclampsia based on the available literature. Cardiovascular events and CVD mortality were defined as health states. Outcomes were measured in absolute costs, events, life-years and quality-adjusted life-years (QALYs). Sensitivity and threshold analyses were performed to address uncertainty. RESULTS: Over a 20-year time horizon, events occurred in 7.2 % of the population after screening, and in 8.5 % of the population without screening. QALYs increased from 16.37 (no screening strategy) to 16.40 (screening strategy), an increment of 0.03 (95 % CI 0.01;0.05) QALYs. Total expected costs were € 8016 in the screening strategy, and € 9087 in the none screening strategy (expected saving of € 1071 (95 % CI - 3146;-87) per person). CONCLUSION: Annual hypertension screening and treatment in women with a history of preeclampsia may save costs, for at least a similar quality of life and survival due to prevented CVD compared with standard care.

13.
Intern Med J ; 44(4): 315-24, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24754684

RESUMO

With widespread access to high-quality medical care as in Australia, human immunodeficiency virus (HIV) is now considered a chronic, treatable condition, with a good life expectancy. The use of combined highly active antiretroviral therapy has enabled effective suppression of the virus, but has also been associated with increased cardiac morbidity and mortality. Over representation of traditional cardiac risk factors, such as hyperlipidaemia and diabetes, as well as an increased incidence of ischaemic and non-ischaemic heart disease is now considered a major concern of treatment with antiretroviral therapy. Therefore, a contemporary management strategy for patients with HIV must include active prevention and treatment of cardiovascular risk. This review will outline the complex interplay between HIV infection, antiretroviral drug regimens and accelerated cardiovascular disease, with a particular focus on screening, prevention and treatment options in a contemporary Australian HIV population.


Assuntos
Doenças Cardiovasculares/epidemiologia , Infecções por HIV/complicações , HIV , Doenças Cardiovasculares/etiologia , Saúde Global , Humanos , Incidência , Fatores de Risco
14.
medRxiv ; 2024 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-38633808

RESUMO

Background: Current risk stratification strategies for heart failure (HF) risk require either specific blood-based biomarkers or comprehensive clinical evaluation. In this study, we evaluated the use of artificial intelligence (AI) applied to images of electrocardiograms (ECGs) to predict HF risk. Methods: Across multinational longitudinal cohorts in the integrated Yale New Haven Health System (YNHHS) and in population-based UK Biobank (UKB) and Brazilian Longitudinal Study of Adult Health (ELSA-Brasil), we identified individuals without HF at baseline. Incident HF was defined based on the first occurrence of an HF hospitalization. We evaluated an AI-ECG model that defines the cross-sectional probability of left ventricular dysfunction from a single image of a 12-lead ECG and its association with incident HF. We accounted for the competing risk of death using the Fine-Gray subdistribution model and evaluated the discrimination using Harrel's c-statistic. The pooled cohort equations to prevent HF (PCP-HF) were used as a comparator for estimating incident HF risk. Results: Among 231,285 individuals at YNHHS, 4472 had a primary HF hospitalization over 4.5 years (IQR 2.5-6.6) of follow-up. In UKB and ELSA-Brasil, among 42,741 and 13,454 people, 46 and 31 developed HF over a follow-up of 3.1 (2.1-4.5) and 4.2 (3.7-4.5) years, respectively. A positive AI-ECG screen portended a 4-fold higher risk of incident HF among YNHHS patients (age-, sex-adjusted HR [aHR] 3.88 [95% CI, 3.63-4.14]). In UKB and ELSA-Brasil, a positive-screen ECG portended 13- and 24-fold higher hazard of incident HF, respectively (aHR: UKBB, 12.85 [6.87-24.02]; ELSA-Brasil, 23.50 [11.09-49.81]). The association was consistent after accounting for comorbidities and the competing risk of death. Higher model output probabilities were progressively associated with a higher risk for HF. The model's discrimination for incident HF was 0.718 in YNHHS, 0.769 in UKB, and 0.810 in ELSA-Brasil. Across cohorts, incorporating model probability with PCP-HF yielded a significant improvement in discrimination over PCP-HF alone. Conclusions: An AI model applied to images of 12-lead ECGs can identify those at elevated risk of HF across multinational cohorts. As a digital biomarker of HF risk that requires just an ECG image, this AI-ECG approach can enable scalable and efficient screening for HF risk.

15.
Card Electrophysiol Clin ; 16(1): 93-105, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38280817

RESUMO

Tactical athletes are individuals in the military, law enforcement, and other professions whose occupations have significant physical fitness requirements coupled with the potential for exposure to life-threatening situations. Such exposures can have varied hemodynamic effects on the cardiovascular system. It is crucial that their clinical evaluation is inclusive of specific occupational requirements. Safety protocols regarding medical clearance are relatively more stringent for this population than for competitive athletes due to the increased impact to the tactical athlete, their team, and the population they aim to serve and protect should they experience a cardiovascular event on the job.


Assuntos
Militares , Humanos , Atletas
16.
Med Pr ; 75(3): 233-241, 2024 Jul 25.
Artigo em Inglês | MEDLINE | ID: mdl-38572905

RESUMO

The permanently growing interest in amateur and professional sports activities among young, middle-aged and elderly athletes raises serious concerns about athletes' health, the safety of physical training, and the sports-related risk of sudden cardiac death and other cardiovascular complications during exercise. In recent years there has been an increasing number of cases of sudden cardiac death during physical effort. At present, life expectancy in the most developed countries grows rapidly and the number of people >65 years dramatically increases. Moreover, biological age of the population is lower. Subsequently, relevant increase in the number of elderly athletes involved in various types of sports activities has been reported in many countries. It was also demonstrated that physical activity has strong beneficial effect on cognitive functions, psychomotor performance and thus exercise capacity, which is very important for the elderly people in their everyday routine activities. Nonetheless, it should be remembered that participation in amateur and professional sports activities may be associated with risk of serious cardiovascular events in the elderly athletes often suffering from various civilization diseases. It is also reported that the number of elderly people after interventional cardiology procedures, open heart surgery and cancer treatment (chemotherapy, radiotherapy), who wish to participate in various sports activities, systematically grows. The authors of the paper conduct a literature review on cardiovascular risk assessment in the elderly athletes including the contemporary cardiology diagnostic methods and diagnostic schemes to prevent sudden cardiac death and other cardiovascular events during exercise. The controversies over efficacy of particular diagnostic tools to detect cardiovascular diseases in the elderly athletes and worldwide epidemiologic data concerning risk of sudden cardiac death during physical exercise have been also presented. Here, the authors have derived suggestions for establishment of comprehensive diagnostic schemes to prevent sudden cardiac death during sports activities. Med Pr Work Health Saf. 2024;75(3):233-241.


Assuntos
Atletas , Doenças Cardiovasculares , Morte Súbita Cardíaca , Humanos , Idoso , Morte Súbita Cardíaca/prevenção & controle , Doenças Cardiovasculares/diagnóstico , Masculino , Feminino , Programas de Rastreamento , Medição de Risco , Pessoa de Meia-Idade
17.
J Am Coll Cardiol ; 83(19): 1827-1837, 2024 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-38593943

RESUMO

BACKGROUND: Cardiovascular disease (CVD) is the leading cause of death worldwide, but prevalence estimates in former professional athletes are limited. OBJECTIVES: HUDDLE (Heart Health: Understanding and Diagnosing Disease by Leveraging Echocardiograms) aimed to raise awareness and estimate the prevalence of CVD and associated risk factors among members of the National Football League (NFL) Alumni Association and their families through education and screening events. METHODS: HUDDLE was a multicity, cross-sectional study of NFL alumni and family members aged 50 years and older. Subjects reported their health history and participated in CVD education and screening (blood pressure, electrocardiogram, and transthoracic echocardiogram [TTE] assessments). Phone follow-up by investigators occurred 30 days postscreening to review results and recommendations. This analysis focuses on former NFL athletes. RESULTS: Of 498 participants screened, 57.2% (N = 285) were former NFL players, the majority of whom were African American (67.6%). The prevalence of hypertension among NFL alumni was estimated to be 89.8%, though only 37.5% reported a history of hypertension. Of 285 evaluable participants, 61.8% had structural cardiac abnormalities by TTE. Multivariable analysis showed that hypertension was a significant predictor of clinically relevant structural abnormalities on TTE. CONCLUSIONS: HUDDLE identified a large discrepancy between participant self-awareness and actual prevalence of CVD and risk factors, highlighting a significant opportunity for population health interventions. Structural cardiac abnormalities were observed in most participants and were independently predicted by hypertension, affirming the role of TTE for CVD screening in this population aged older than 50 years. (Heart Health: Understanding and Diagnosing Disease by Leveraging Echocardiograms [HUDDLE]; NCT05009589).


Assuntos
Doenças Cardiovasculares , Futebol Americano , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Doenças Cardiovasculares/epidemiologia , Estudos Transversais , Fatores de Risco , Estados Unidos/epidemiologia , Idoso , Feminino , Atletas/estatística & dados numéricos , Ecocardiografia
18.
Healthcare (Basel) ; 11(10)2023 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-37239758

RESUMO

BACKGROUND: By the mid-20th century, cardiovascular disease (CVD) had become an important cause of mortality and morbidity in developed countries. The aim was to set up a pilot study to screen citizens aged 45-59 in order to identify modifiable risk factors (RFs). METHODS: Our study was conducted from February 2019 to February 2020 on citizens of a population of central Italy, aged 45-59, contacted by letter. The variables evaluated were lipid profile, glycemia, anthropometric parameters, lifestyle and utility of screening. RESULTS: It is important to underline that from the comparison with Italian national data, our results showed that blood pressure and lipid profile had better values. On the contrary, there were some alarm bells: a high percentage (57%) of smokers (63.9 in men and 37.1 in women), a sedentary lifestyle (24.5%), and a significantly higher waist circumference than the reference cut-offs for both men and women. The organization of the screening was considered excellent by 56.3% of women and 48.4% of men, and good by 37.5% of women and 46.5% of men. CONCLUSIONS: Our study provides a picture to stakeholders of the state of the health of citizens in the area under study, in the immediate pre-pandemic period; however, it is important to underline that their state of health may be modified after the pandemic period. Furthermore, cardiovascular (CV) screening was perceived by the citizens to be important for health care.

19.
Cardiol Clin ; 41(1): 93-105, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36368814

RESUMO

Tactical athletes are individuals in the military, law enforcement, and other professions whose occupations have significant physical fitness requirements coupled with the potential for exposure to life-threatening situations. Such exposures can have varied hemodynamic effects on the cardiovascular system. It is crucial that their clinical evaluation is inclusive of specific occupational requirements. Safety protocols regarding medical clearance are relatively more stringent for this population than for competitive athletes due to the increased impact to the tactical athlete, their team, and the population they aim to serve and protect should they experience a cardiovascular event on the job.


Assuntos
Aplicação da Lei , Militares , Humanos , Atletas
20.
Cureus ; 15(3): e35784, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37025707

RESUMO

Background The purpose of this study was to determine if the use of evidence-based cognitive and cardiovascular screening prior to initiating a prevention-focused exercise program that utilizes a physical therapist (PT) direct consumer access referral model is safe. Methods A retrospective descriptive analysis of data from a prior randomized controlled trial (RCT) was performed. Two data sets emerged: Group S was screened for study inclusion but not enrolled, and Group E was enrolled and participated in preventative exercise. Participant outcomes of cognitive screenings (Mini-Cog, Trail Making Test-Part B) and cardiovascular screening (American College of Sports Medicine Exercise Pre-participation Health Screening) were extracted. Descriptive statistics were generated for demographic and outcome variables and inferential statistics were analyzed (p < 0.05). Results Records from 70 individuals (Group S) and 144 individuals (Group E) were available for analysis. Overall, 18.6% (n = 13) in Group S were not enrolled due to medical instability or potential safety considerations. The need for medical clearance prior to initiating an exercise program was identified and then clearance was obtained for 40% (n = 58) of the participants in Group E. No adverse events related to program participation were reported. Conclusions A PT-led program utilizing direct access referrals from senior centers offers a safe option for older adults to participate in individualized preventative exercise programming.

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