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1.
Chest ; 164(6): 1481-1491, 2023 12.
Article in English | MEDLINE | ID: mdl-37541338

ABSTRACT

BACKGROUND: Tobacco use via water pipe (commonly referred to as water-pipe smoking [WPS]) is popular among young adults globally and exposes those who smoke to toxicants. RESEARCH QUESTION: Is WPS associated with impaired measures of arterial function and does WPS acutely impair these measures in young adults? STUDY DESIGN AND METHODS: We assessed heart rate (HR), brachial and aortic BP, HR-adjusted augmentation index (AI), and carotid-femoral pulse wave velocity (CFPWV) in 62 individuals who use water pipes and 34 individuals who have never used a water pipe recruited from the community (mean age, 22.5 ± 3.0 years; 48% female). Measurements were obtained before and after an outdoor session of WPS among participants who use water pipes and among the control group of participants who have never used a water pipe. Measurements were compared after vs before exposure and between those who use and those who do not use water pipes, adjusting for possible confounders using linear regression. RESULTS: Participants who use water pipes and control participants had similar demographic characteristics. BP and HR increased acutely after WPS (brachial systolic BP by 4.13 mm Hg [95% CI, 1.91-6.36 mm Hg]; aortic systolic BP by 2.31 mm Hg [95% CI, 0.28-4.33 mm Hg]; brachial diastolic BP by 3.69 mm Hg [95% CI, 1.62-5.77 mm Hg]; aortic diastolic BP by 3.03 mm Hg [95% CI, 0.74-5.33 mm Hg]; and HR by 7.75 beats/min [95% CI, 5.46-10.04 beats/min]), but not in the control group. AI was significantly higher in participants who use water pipes compared with those who do not (9.02% vs 3.06%; P = .03), including after adjusting for BMI and family history of cardiovascular disease (ß = 6.12; 95% CI, 0.55-11.69; P = .03) and when assessing habitual tobacco use via water-pipe extent (water pipes used/day × water-pipe use duration) in water-pipe-years (ß = 2.51/water-pipe-year; 95% CI, 0.10-4.92/water-pipe-year; P = .04). However, CFPWV was similar in those who use water pipes and those who do not, and AI and CFPWV did not change acutely after WPS. INTERPRETATION: In apparently healthy young individuals from the community, habitual WPS was associated with increased AI, a predictor of cardiovascular risk, and one WPS session acutely increased HR and brachial and aortic BP.


Subject(s)
Cardiovascular Diseases , Water Pipe Smoking , Humans , Female , Young Adult , Adult , Male , Pulse Wave Analysis , Blood Pressure/physiology , Aorta
2.
J Geriatr Cardiol ; 18(9): 759-767, 2021 Sep 28.
Article in English | MEDLINE | ID: mdl-34659382

ABSTRACT

Telemedicine is the use of information and communication technology to deliver healthcare at a distance. It has been resorted to during the COVID-19 pandemic to lessen the need for in-person patient care decreasing the risk of transmission, and it can be of benefit afterward in the management of cardiac disease. The elderly population has unique challenges concerning the use of telehealth technologies. We thus review the advances in telemedicine technologies in treating elderly cardiac patients including in our discussion only studies with a mean age of participants above 60. Remote monitoring of blood pressure, weight, and symptoms, along with home ECG recording has been found to be superior to usual in-clinic follow up. Combining remote monitoring with video conferencing with physicians, patient education websites, and applications is also of benefit. Remote monitoring of Implantable Cardioverter Defibrillators (ICD) and Cardiac Resynchronization Therapy Defibrillators (CRT-D) is also beneficial but can be at the cost of an increase in both appropriate and inappropriate interventions. Implantable sensing devices compatible with remote monitoring have been developed and have been shown to improve care and cost-effectiveness. New smartphone software can detect arrhythmias using home ECG recordings and can detect atrial fibrillation using smartphone cameras. Remote monitoring of implanted pacemakers has shown non-inferiority to in clinic follow up. On the other hand, small-scale questionnaire-based studies demonstrated the willingness of the elderly cardiac patients to use such technologies, and their satisfaction with their use and ease of use. Large-scale studies should further investigate useability in samples more representative of the general elderly population with more diverse socioeconomic and educational backgrounds. Accordingly, it seems that studying integrating multiple technologies into telehealth programs is of great value. Further efforts should also be put in validating the technologies for specific diseases along with the legal and reimbursement aspects of the use of telehealth.

3.
Blood Press ; 30(5): 300-309, 2021 10.
Article in English | MEDLINE | ID: mdl-34236258

ABSTRACT

PURPOSE: The evidence linking waterpipe smoking to cardiovascular disease is limited. We evaluated the association of waterpipe smoking (WPS) with arterial stiffness and wave reflection measured by augmentation pressure (AP), augmentation index (AIx), and carotid-femoral pulse wave velocity (CFPWV), which are validated predictors of cardiovascular disease. MATERIALS AND METHODS: Community-based, cross-sectional study including 205 exclusive waterpipe smokers and 199 matched never-smokers aged 35 years or older (mean age 51.7 ± 8.9 years, 36% females). Smoking and its extent were assessed using a validated questionnaire and urine cotinine levels. CFPWV, AP, AIx (AP/aortic pulse pressure) and heart rate adjusted AIx (AIx@75) were determined using tonometry and compared between smokers and non-smokers, and the association of WPS with tonometry measures was assessed using linear regression adjusting for possible confounders. RESULTS: Waterpipe smokers and non-smokers had similar mean age and sex distribution. Compared to non-smokers, waterpipe smokers had significantly higher adjusted AP (10.5 ± 3.9 vs. 9.4 ± 3.9 mmHg respectively; p = 0.01), AIx (28.1 ± 8.4 vs. 25.7 ± 8.5% respectively; p = 0.01) and AIx@75 (24.2 ± 8.7 vs. 21.8 ± 8.9% respectively; p = 0.01). AIx was significantly associated with WPS extent, measured by a number of waterpipe smoked/day (ß = 1.04/waterpipe, 95%CI:[0.50-1.58]), duration of waterpipe smoking (ß = 0.77/10-years, 95%CI:[0.16-1.38]), their products in waterpipe-years (ß = 0.30/10-waterpipe-year, 95%CI:[0.12-0.47]) and plasma cotinine (ß = 0.56/100 ng/ml, 95%CI:[0.14-0.98]), adjusting for possible confounders, and so were AP and AIx@75. CFPWV however, was not associated with waterpipe smoking. CONCLUSION: In a community-based sample, exclusive WPS and its extent were associated with a dose-dependent increase in AIx and AP, accounting for other risk factors, suggesting that waterpipe smokers are at increased risk of cardiovascular disease.


Subject(s)
Vascular Stiffness , Water Pipe Smoking , Adult , Blood Pressure , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Pulse Wave Analysis , Smoking/adverse effects , Water Pipe Smoking/adverse effects
4.
Cardiovasc Diagn Ther ; 10(4): 859-868, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32968641

ABSTRACT

BACKGROUND: Recognizing low right ventricular (RV) function from 2-dimentiontial echocardiography (2D-ECHO) is challenging when parameters are contradictory. We aim to develop a model to predict low RV function integrating the various 2D-ECHO parameters in reference to cardiac magnetic resonance (CMR)-the gold standard. METHODS: We retrospectively identified patients who underwent a 2D-ECHO and a CMR within 3 months of each other at our institution (American University of Beirut Medical Center). We extracted three parameters (TAPSE, S' and FACRV) that are classically used to assess RV function. We have assessed the ability of 2D-ECHO derived parameters and clinical features to predict RV function measured by the gold standard CMR. We compared outcomes from four machine learning algorithms, widely used in the biomedical community to solve classification problems. RESULTS: One hundred fifty-five patients were identified and included in our study. Average age was 43±17.1 years old and 52/156 (33.3%) were females. According to CMR, 21 patients were identified to have RV dysfunction, with an RVEF of 34.7%±6.4%, as opposed to 54.7%±6.7% in the normal RV population (P<0.0001). The Random Forest model was able to detect low RV function with an AUC =0.80, while general linear regression performed poorly in our population with an AUC of 0.62. CONCLUSIONS: In this study, we trained and validated an ML-based algorithm that could detect low RV function from clinical and 2D-ECHO parameters. The algorithm has two advantages: first, it performed better than general linear regression, and second, it integrated the various 2D-ECHO parameters.

5.
Int J Pharm Pract ; 28(6): 652-659, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32677747

ABSTRACT

OBJECTIVES: Primary objectives were to evaluate the use of potentially inappropriate medication (PIM) use in elderly heart failure (HF) patients and the factors associated with the number of PIMs. Secondary objectives were to test for the correlation between PIMs and quality of life (QOL) and depression. METHODS: A cross-sectional study was conducted among 125 elderly Lebanese HF patients with left ventricular ejection fraction <50%. Data on socio-demographics, clinical data and medications were collected. Patients were interviewed with Minnesota living with Heart Failure Questionnaire (MLHFQ) and Patient Health Questionnaire-9 (PHQ-9). Medication profile per patient was evaluated for PIMs using Beers Criteria. The correlations between the number of PIMs and the MLHFQ, PHQ-9 and the number of medications were tested using Pearson's correlation. Linear regression was done to predict the factors associated with the number of PIMs. KEY FINDINGS: Patients were taking a total of 1035 medications with a mean of 8.28 ± 3.14 medications. In total, 80.0% of patients were taking at least one PIM. Diuretics (55.2%) and proton pump inhibitors (41.6%) were most commonly prescribed PIMs. The number of PIMs was moderately correlated with the number of medications and the MLHFQ score. Linear regression showed that the number of medications, age ≥85 years, chronic kidney disease and HF with New York Heart Association III were associated with more PIMs. CONCLUSIONS: A high percentage of PIMs was found among a sample of elderly Lebanese HF patients. HF multidisciplinary team is needed to control the prescription of PIMs in this vulnerable population.


Subject(s)
Heart Failure/drug therapy , Inappropriate Prescribing/statistics & numerical data , Potentially Inappropriate Medication List/statistics & numerical data , Quality of Life , Aged , Aged, 80 and over , Cross-Sectional Studies , Depression/epidemiology , Female , Humans , Lebanon , Male , Stroke Volume , Surveys and Questionnaires
6.
Nutrients ; 12(5)2020 May 13.
Article in English | MEDLINE | ID: mdl-32414004

ABSTRACT

High dietary glycemic index (GI) and glycemic load (GL) were suggested to increase the risk of metabolic syndrome (MetS). This study aims to estimate dietary GI and GL in a sample of healthy Lebanese adults and examine their association with MetS and its individual abnormalities. The study uses data from a community-based survey of 501 Lebanese urban adults. Dietary intake was assessed using a food frequency questionnaire. Biochemical, anthropometric, and blood pressure measurements were obtained. Subjects with previous diagnosis of chronic disease, metabolic abnormalities, or with incomplete data or implausible energy intakes were excluded, yielding a sample of 283. Participants were grouped into quartiles of GI and GL. Multivariate logistic regression analyses were performed. Average dietary GI and GL were estimated at 59.9 ± 8 and 209.7 ± 100.3. Participants belonging to the highest GI quartile were at increased risk of having MetS (odds ratio (OR) = 2.251, 95% CI:1.120-4.525) but this association lost significance with further adjustments. Those belonging to the second quartile of GI had significantly lower odds of having hyperglycemia (OR: 0.380, 95% CI:0.174-0.833). No associations were detected between GL and MetS. The study contributes to the body of evidence discussing the relationship between GI, GL, and MetS, in a nutrition transition context.


Subject(s)
Diet/statistics & numerical data , Glycemic Index , Glycemic Load , Metabolic Syndrome/epidemiology , Metabolic Syndrome/etiology , Adult , Cardiometabolic Risk Factors , Cross-Sectional Studies , Diet/adverse effects , Diet Surveys , Female , Humans , Lebanon/epidemiology , Logistic Models , Male , Middle Aged , Odds Ratio , Prevalence , Surveys and Questionnaires , Urban Population/statistics & numerical data
7.
Sleep Breath ; 24(1): 357-367, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31028521

ABSTRACT

PURPOSE: Insufficient sleep is not well studied in developing countries. We assessed sleep duration among adults in Lebanon and examined its potential predictors and relationship with subjective sleep insufficiency, daytime fatigue, and weekday sleep debt. METHODS: This cross-sectional study included 501 adults (mean age 45.2 (SD15.2) years, 64% females) from the community in Beirut and Mount Lebanon. Socio-demographic, lifestyle and health characteristics, subjective sleep insufficiency, daytime fatigue, and weekday sleep debt (weekend vs. weekdays sleep duration) were compared between individuals who reported sleeping < 6:00, 6-7:59(reference), or ≥ 8:00 h/night. Symptoms and predictors of sleep duration were assessed using logistic regression. RESULTS: Thirty-nine percent of participants reported sleeping < 6 h/night while 15% reported sleeping ≥ 8:00 h/night. Age (OR = 1.16/year, 95% CI [1.02-1.33]) and female sex (OR = 1.71, 95% CI [1.14-2.58]) were significant predictors of short sleep (< 6:00 h/night) in multivariable adjusted analyses. Compared to referent (6:00-7:59 h/night) and long sleepers (≥ 8:00 h/night), short sleepers were significantly more likely to report subjective sleep insufficiency (OR = 3.00, 95% CI [2:00-4.48], and OR = 4.52, 95% CI [2.41-8.51]; respectively) and daytime fatigue (OR = 1.53, 95% CI [1.04-2.24], and OR = 1.83, 95% CI [1.06-2.04]; respectively). Compared to long weekdays sleepers, short and referent weekdays sleepers were more likely to sleep longer on weekend (OR = 2.47, 95% CI [1.18-5.15], and OR = 4.16, 95% CI [2.03-8.5]; respectively). CONCLUSIONS: Short sleep is highly prevalent in this urban cohort from a low- to medium-income country especially among women and older adults, and is associated with subjective sleep insufficiency, daytime fatigue, and weekday sleep debt. The socio-cultural determinants of sleep duration need to be studied across different populations to better evaluate the causes and implications of short sleep.


Subject(s)
Developing Countries , Disorders of Excessive Somnolence/epidemiology , Sleep Deprivation/epidemiology , Urban Population/statistics & numerical data , Adult , Cross-Sectional Studies , Disorders of Excessive Somnolence/diagnosis , Female , Humans , Lebanon , Male , Middle Aged , Sleep Deprivation/diagnosis
8.
Scand Cardiovasc J ; 54(2): 92-99, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31623474

ABSTRACT

Objectives. In heart failure, invasive angiography is often employed to differentiate ischaemic from non-ischaemic cardiomyopathy. We aim to examine the predictive value of echocardiographic strain features alone and in combination with other features to differentiate ischaemic from non-ischaemic cardiomyopathy, using artificial neural network (ANN) and logistic regression modelling. Design. We retrospectively identified 204 consecutive patients with an ejection fraction <50% and a diagnostic angiogram. Patients were categorized as either ischaemic (n = 146) or non-ischaemic cardiomyopathy (n = 58). For each patient, left ventricular strain parameters were obtained. Additionally, regional wall motion abnormality, 13 electrocardiographic (ECG) features and six demographic features were retrieved for analysis. The entire cohort was randomly divided into a derivation and a validation cohort. Using the parameters retrieved, logistic regression and ANN models were developed in the derivation cohort to differentiate ischaemic from non-ischaemic cardiomyopathy, the models were then tested in the validation cohort. Results. A final strain-based ANN model, full feature ANN model and full feature logistic regression model were developed and validated, F1 scores were 0.82, 0.79 and 0.63, respectively. Conclusions. Both ANN models were more accurate at predicting cardiomyopathy type than the logistic regression model. The strain-based ANN model should be validated in other cohorts. This model or similar models could be used to aid the diagnosis of underlying heart failure aetiology in the form of the online calculator (https://cimti.usj.edu.lb/strain/index.html) or built into echocardiogram software.


Subject(s)
Cardiomyopathies/diagnostic imaging , Diagnosis, Computer-Assisted , Echocardiography , Heart Failure/diagnostic imaging , Image Interpretation, Computer-Assisted , Neural Networks, Computer , Stroke Volume , Ventricular Function, Left , Aged , Cardiomyopathies/classification , Cardiomyopathies/complications , Diagnosis, Differential , Female , Heart Failure/classification , Heart Failure/etiology , Humans , Male , Middle Aged , Predictive Value of Tests , Prognosis , Reproducibility of Results , Retrospective Studies
9.
Heart Lung ; 49(1): 36-41, 2020.
Article in English | MEDLINE | ID: mdl-31679804

ABSTRACT

BACKGROUND: The Minnesota Living with Heart Failure Questionnaire (MLHFQ) is commonly used to measure quality of life (QOL) in patients with heart failure (HF). We examined the psychometric properties and cultural validity of an Arabic version of the MLHFQ. METHODS: An observational cross-sectional study was conducted with 210 adult HF outpatients. Patients were interviewed with the Arabic MLHFQ and the Patient Health Questionnaire (PHQ-9). Cronbach's alpha coefficient and confirmatory factor analysis were conducted. Patients with different NYHA classes and HF-hospitalization histories were compared on QOL to test known-group validity. RESULTS: The confirmatory factor analysis yielded 3 factors: physical, emotional, and social. Three items (4, 8, and 15) had low loadings. The overall Cronbach's alpha coefficient was 0.92. There were significant differences in MLHFQ by PHQ-9 categories, NYHA class, and HF-hospitalization history. CONCLUSIONS: This Arabic version of MLHFQ is valid and reliable and can be used in Arabic-speaking Lebanese HF populations.


Subject(s)
Heart Failure/psychology , Quality of Life , Surveys and Questionnaires , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Factor Analysis, Statistical , Female , Humans , Male , Middle Aged , Outpatients , Psychometrics , Reproducibility of Results , Young Adult
10.
J Clin Sleep Med ; 15(4): 603-614, 2019 04 15.
Article in English | MEDLINE | ID: mdl-30952222

ABSTRACT

STUDY OBJECTIVES: The prevalence of sleep disorders in the Lebanese population is unknown. We assessed the prevalence of insomnia and sleep apnea risk and examined their relationship with sociodemographic, lifestyle, and health characteristics in a sample from Greater Beirut. METHODS: This cross-sectional pilot survey included 501 adults from the community (age 45.2 ± 15.2 years, 64% females). Insomnia symptoms, insomnia disorder, and sleep apnea risk were assessed using the Sleep Heart Health Study and Berlin Questionnaire. Characteristics were compared between individuals with and without insomnia symptoms, insomnia disorder, and sleep apnea. Correlates were assessed using multivariate regression. RESULTS: A total of 44.5% of participants reported insomnia symptoms > 15 nights/mo and 34.5% reported insomnia. Predictors of insomnia symptoms and disorder included female sex (odds ratio [OR] 1.51, 95% confidence interval [CI] 1.01-2.27 and OR 1.76, 95% CI 1.13-2.75, respectively), education level below high school (OR 1.96, 95% CI 1.31-2.95 and OR 2.40, 95% CI 1.52-3.77, respectively) and medical comorbidities (OR 2.27, 95% CI 1.30-3.95 and OR 3.02, 95% CI 1.3-5.27, respectively). Although 31% of participants were at high risk for sleep apnea, only 5% received the diagnosis from a physician. Increased sleep apnea risk was associated with unemployment (OR 1.96, 95% CI 1.11-3.49), high body mass index (OR 1.17, 95% CI 1.11-1.24), snoring (OR 16.7, 95% CI 9.0-31.0), hypertension (OR 4.33, 95% CI 2.28-8.22), arthritis (OR 2.00, 95% CI 1.01-4.01), and other medical comorbidities (OR 2.65, 95% CI 1.24-5.68). CONCLUSIONS: Insomnia and sleep apnea are highly prevalent and likely underdiagnosed in this cohort from Lebanon and are associated with disadvantaged socioeconomic status and medical comorbidities. This alarming prevalence of sleep difficulties and disorders calls for future research exploring the causes including the potential effect of social, economic, and political instability, mental and psychological stress, local customs, and environmental factors.


Subject(s)
Sleep Wake Disorders/epidemiology , Stress, Psychological/epidemiology , Urban Population/statistics & numerical data , Adult , Age Factors , Aged , Cross-Sectional Studies , Female , Humans , Lebanon/epidemiology , Life Style , Male , Middle Aged , Prevalence , Psychology , Risk Factors , Sleep Apnea Syndromes/epidemiology , Sleep Apnea Syndromes/etiology , Sleep Initiation and Maintenance Disorders/epidemiology , Sleep Initiation and Maintenance Disorders/etiology , Sleep Wake Disorders/etiology , Socioeconomic Factors , Stress, Psychological/complications , Surveys and Questionnaires
11.
Chest ; 155(6): 1217-1225, 2019 06.
Article in English | MEDLINE | ID: mdl-30684475

ABSTRACT

BACKGROUND: Water-pipe smoking is increasing in popularity, driven partly by a perception of reduced harm compared with cigarette smoking. This study evaluates the association of water-pipe smoking with coronary artery calcium (CAC), a marker of coronary heart disease (CHD) risk, in a community-based sample. METHODS: A total of 175 exclusive water-pipe smokers and 170 nonsmokers, ≥ 35 years of age, were recruited from the community in Lebanon and Qatar. Water-pipe smoking was assessed using a validated questionnaire. CAC score was assessed using multidetector CT scan. The association of water-pipe smoking with the presence and extent of CAC was evaluated using regression analyses adjusted for CHD risk factors. RESULTS: CAC was present in 41% of water-pipe smokers vs 28% of nonsmokers (P = .01), with an average CAC score ± SD of 90.6 ± 400.3 Agatston units (AUs) in water-pipe smokers and 52.4 ± 218.6 AUs in nonsmokers. In adjusted analyses, water-pipe smokers had significantly higher adjusted odds of having CAC (OR = 2.20; 95% CI, 1.20-4.01; P = .01) and being in the high CHD risk category defined by CAC > 300 AUs (OR = 3.41; 95% CI, 1.08-10.77; P = .04) or CAC > 75% of age, sex, and race-predicted (OR = 3.11; 95% CI, 1.55-6.24; P = .001) than nonsmokers. CAC extent was significantly associated with water-pipe smoking extent measured by smoking duration (ß = 0.17/year; 95% CI, 0.05-0.29; P = .004) or the product of smoking duration and the number of water pipes smoked daily (ß = 0.04/water-pipe-year; 95% CI, 0.003-0.07; P = .03). CONCLUSIONS: Exclusive water-pipe smoking was associated with the presence and extent of CAC, with twice the risk of having CAC and three times the risk of being in the high CHD risk category while accounting for other risk factors.


Subject(s)
Coronary Disease , Coronary Vessels , Multidetector Computed Tomography/methods , Pipe Smoking/adverse effects , Vascular Calcification/diagnosis , Coronary Disease/epidemiology , Coronary Disease/prevention & control , Coronary Vessels/diagnostic imaging , Coronary Vessels/pathology , Cross-Sectional Studies , Female , Humans , Lebanon/epidemiology , Male , Middle Aged , Qatar/epidemiology , Risk Assessment/methods , Risk Factors , Time
12.
Cardiovasc Diagn Ther ; 9(6): 609-612, 2019 Dec.
Article in English | MEDLINE | ID: mdl-32038951

ABSTRACT

Out of hospital cardiac arrest (OHCA) is a leading cause of death worldwide. Early cardiopulmonary resuscitation (CPR) and early defibrillation are key to improving outcomes of patients with OHCA including return of spontaneous circulation (ROSC) and survival to hospital discharge with good neurologic outcomes. Lebanon like other developing countries, suffers from absence of organized prehospital cardiac arrest care bundle and from absence of a legal framework for community involvement in cardiac arrest care. Scientific societies, involved non-governmental organizations (NGOs) and local governmental stakeholders organized a national meeting to launch a strategy aiming at improving OHCA outcomes in Lebanon. This article represents a position statement of the Lebanese Society of Cardiology and the Lebanese Society of Emergency Medicine summarizing the strategy to improve out-of-hospital CPR. Participating stakeholders developed and submitted a law proposal of a "Good Samaritan Law" to the Lebanese parliament. Several of activities were also launched aiming at establishing public access defibrillation programs and at training bystanders in different areas in Lebanon to perform bystander CPR and use automated external defibrillators (AEDs). Additional recommendations were proposed to local emergency medical system (EMS) agencies to improve prehospital care and introduce medical direction to prehospital activities.

13.
IEEE J Transl Eng Health Med ; 7: 1900808, 2019.
Article in English | MEDLINE | ID: mdl-32166049

ABSTRACT

INTRODUCTION: The electrocardiogram (ECG) plays an important role in the diagnosis of heart diseases. However, most patterns of diseases are based on old datasets and stepwise algorithms that provide limited accuracy. Improving diagnostic accuracy of the ECG can be done by applying machine learning algorithms. This requires taking existing scanned or printed ECGs of old cohorts and transforming the ECG signal to the raw digital (time (milliseconds), voltage (millivolts)) form. OBJECTIVES: We present a MATLAB-based tool and algorithm that converts a printed or scanned format of the ECG into a digitized ECG signal. METHODS: 30 ECG scanned curves are utilized in our study. An image processing method is first implemented for detecting the ECG regions of interest and extracting the ECG signals. It is followed by serial steps that digitize and validate the results. RESULTS: The validation demonstrates very high correlation values of several standard ECG parameters: PR interval 0.984 +/-0.021 (p-value < 0.001), QRS interval 1+/- SD (p-value < 0.001), QT interval 0.981 +/- 0.023 p-value < 0.001, and RR interval 1 +/- 0.001 p-value < 0.001. CONCLUSION: Digitized ECG signals from existing paper or scanned ECGs can be obtained with more than 95% of precision. This makes it possible to utilize historic ECG signals in machine learning algorithms to identify patterns of heart diseases and aid in the diagnostic and prognostic evaluation of patients with cardiovascular disease.

14.
Circ Cardiovasc Imaging ; 11(11): e007878, 2018 11.
Article in English | MEDLINE | ID: mdl-30571315

ABSTRACT

There is a need to review the multimodality imaging techniques, as well as the emerging role of the newer noninvasive imaging modalities in the field of constrictive pericarditis (CP). Therefore, the aim of this review is to summarize the current available techniques that are useful for the diagnosis and differentiation of CP from restrictive cardiomyopathy. Also, we provide illustrative images and videos of typical CP noninvasive imaging findings, as well as a diagnostic and management algorithm. CP is a challenging diagnosis; therefore, cardiologists need adequate knowledge about the application of multimodality noninvasive imaging in a systematic and guideline-oriented fashion whenever CP is suspected.


Subject(s)
Algorithms , Multimodal Imaging/methods , Pericarditis, Constrictive/diagnosis , Diagnosis, Differential , Echocardiography , Humans , Magnetic Resonance Imaging, Cine , Positron-Emission Tomography , Tomography, X-Ray Computed
15.
J Emerg Trauma Shock ; 11(3): 183-188, 2018.
Article in English | MEDLINE | ID: mdl-30429625

ABSTRACT

BACKGROUND: The survival rate of out-of-hospital cardiac arrest (OHCA) victims in Lebanon is much lower than those seen internationally. In this study, we examined the attitudes and practices of prehospital providers in resuscitation. METHODS: We devised a cross-sectional survey with questions adopted from the literature including a study out of Lebanon. Questionnaires were mailed to 300 volunteers who were recruited from 10 centers of local emergency medical services (EMS). RESULTS: A total of 258 questionnaires were returned (86% response rate). Most participants (>80%) were younger than 30 years, and males (60%). Over half reported witnessing up to 10 arrests per year, with 72.5% reporting prehospital return of spontaneous circulation in <6% of cases. Futile resuscitation was frequently (91%) practiced. Participants believed resuscitation should be withdrawn when prolonged (55.4%) or in the presence of advanced directives (34.1%) or terminal illness (27.5%). Reported resuscitation challenges were related to the reaction of witnesses (70.1%), to delay in calling EMS (84.4%), and to traffic delays (30%). Participants recommended training lay persons in resuscitation (79%), training prehospital providers in advanced airway management (68.2%) and intravenous skills (60.1%), providing medications in ambulances (57.7%), and adjusting traffic laws (52%). CONCLUSION: Prehospital providers in Lebanon face several challenges in their resuscitation practices. A multi-faceted strategy to improve resuscitation practices is needed in Lebanon. In addition to policy development, structural changes should be put in place for improved outcomes in OHCA victims.

16.
Open Heart ; 5(2): e000835, 2018.
Article in English | MEDLINE | ID: mdl-30364503

ABSTRACT

Background: Pericardial calcification is seen among patients with constrictive pericarditis (CP). However, the pattern of pericardial calcium distribution and the association with clinical outcomes and imaging data are not well described. Methods: This was a retrospective study from 2007 to 2013 to evaluate the pattern of pericardial calcium distribution by CT in CP using a semiquantitative calcium scoring system to calculate total pericardial calcium burden and distribution. Calcium localisation was allocated to 20 regions named after the corresponding heart structure. Baseline clinical data, imaging data and clinical outcomes were collected and compared between the calcified pericardium and non-calcified pericardium groups. We assessed the effect of pericardial calcium on clinical outcomes and echocardiographic data between the two groups. Results: Of the 123 consecutive patients with CP (93 male; mean age 61±13 years) between 2007 and 2013, 49 had calcified pericardium and 74 had non-calcified pericardium. Distribution of calcium on the left ventricle (LV) basal anterior, mid-anterior and apical segments in addition to right ventricle (RV) apical segment was involved in <30% of the cases with the remaining segments involved in >35% of cases. A potential protective role of RV calcium on regional myocardial mechanics was noted. Conclusion: Preferential distribution of calcium in CP in a partial band-like pattern (from basal anterolateral LV going inferiorly and then encircling the heart to reach the RV outflow tract) with extension into the mitral and tricuspid annuli was noted. Pericardial calcium was not significantly associated to clinical outcomes.

17.
Cardiovasc Diagn Ther ; 8(2): 146-155, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29850405

ABSTRACT

BACKGROUND: Cardiovascular disease is the most common cause of morbidity and mortality worldwide. Numerous strategies have been effective in reducing cardiovascular disease risk, from pharmacological approaches to lifestyle modification interventions. One of these strategies includes the reduction in dietary sodium which in turn reduces cardiovascular risk by reducing high blood pressure, perhaps the most important cardiovascular risk factor. METHODS: We evaluated an educational dietary salt reduction intervention in a cardiac care unit population in Lebanon, assessing salt related knowledge and behaviours before and after administering an evidence-based educational leaflet to patients. RESULTS: Salt-related knowledge improved significantly immediately post-intervention and subsequently fell on 4-week follow-up, but remained above baseline. Three of the four salt-related behaviours measured improved on 4-week follow-up: trying to buy low-salt foods increased from 54% to 74% (P=0.007), adding salt at the table reduced from 44% to 34% (P=0.03) and trying to buy food with no added salt increased from 24% to 52% (P=0.02) of the cohort. Adding salt during cooking did not differ significantly. A trend towards improved behavioural risk category in the cohort overall was observed on follow-up (P=0.07), 32% of participants were categorised as high behavioural risk pre-intervention, reducing to 17% on follow-up. Multi-ordered regression modelling identified being in the high-risk behavioural category at baseline as a predictor of being in the high-risk or moderate-risk category on follow-up. CONCLUSIONS: This hospital-based educational intervention had a modestly positive impact on salt-related knowledge and behaviour, with participants in the highest behavioural risk category at baseline being most resistant to behavioural improvement.

18.
Glob Heart ; 13(4): 275-283, 2018 12.
Article in English | MEDLINE | ID: mdl-29716848

ABSTRACT

BACKGROUND: Lebanon has no established governmental noncommunicable diseases surveillance and monitoring system to permit reporting on noncommunicable diseases rates. The last World Health Organization-supported surveillance report showed worrying trends in cardiovascular disease (CVD) risk factors. OBJECTIVES: A cardiovascular cohort was established to permit CVD outcomes studies in an urban sample in the Lebanese capital and the study in hand presents the baseline CVD risk factors of this cohort. METHODS: A cross-sectional study was carried out including 501 Lebanese adults (64.3% women) from the Greater Beirut area using random multistage probability sampling. Interviews, physical exams, and blood withdrawal were conducted to collect information on demographic and lifestyle factors, body mass index, blood pressure, fasting blood glucose, blood lipids, as well as history of coronary artery diseases, hypertension, diabetes mellitus type 2, dyslipidemia, and stroke. Means with SD for continuous variables and frequencies and percentages for categorical variables are reported. RESULTS: The prevalence CVD risk factors including obesity, smoking, diabetes mellitus type 2, hypertension, and dyslipidemia prevalence in the Greater Beirut area was higher than that reported for the general population. Important sex and age differences were also observed, whereby older participants and women had higher rates of obesity, diabetes mellitus type 2, and dyslipidemia and younger participants and men were engaged more in cigarette smoking and alcohol consumption. Interestingly, water pipe smoking was similarly prevalent among genders. CONCLUSIONS: The overall prevalence of CVD risk factors in this urban population is higher than reported in the 2010 World Health Organization Stepwise Approach to Surveillance report on the Lebanese population, indicating that the urban population in the capital carries a higher burden of CVD risk. In addition, sex and age difference rates of CVD risk factors highlight the need for tailored public health measures to tackle the sex- and age-based CVD risk factors.


Subject(s)
Cardiovascular Diseases/epidemiology , Developing Countries , Risk Assessment , Urban Population , Adult , Cross-Sectional Studies , Female , Humans , Lebanon/epidemiology , Male , Middle Aged , Morbidity/trends , Risk Factors
19.
Aging Dis ; 9(1): 77-89, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29392083

ABSTRACT

In Lebanon, data stemming from national cross-sectional surveys indicated significant increasing trends in the prevalence of cardiovascular diseases and associated behavioral and age-related risk factors. To our knowledge, no data are available on relative telomere length (RTL) as a potential biomarker for age-related diseases in a Lebanese population. The aim of this study was to evaluate whether there is an association between RTL and demographic characteristics, lifestyle habits and diseases in the Lebanese. This was a cross-sectional study of 497 Lebanese subjects. Peripheral blood RTL was measured by amplifying telomere and single copy gene using real-time PCR. Mean ± SD RTL was 1.42 ± 0.83, and it was categorized into 3 tertiles. Older age (P=0.002) and wider waist circumference (WC) (P=0.001) were statistically significantly associated with shorter RTL. Multinomial logistic regression showed that subjects who had some level of sleeping difficulty had a statistically significantly shorter RTL when compared to those with no sleeping difficulties at all [OR (95% CI): 2.01 (1.11-3.62) in the first RTL tertile]. Importantly, statistically significantly shorter RTL was found with every additional 10 cm of WC [OR (95% CI): 1.30 (1.11-1.52) for first RTL tertile]. In addition, and after performing the multivariate logistic regression and adjusting for "predictors" of RTL, the odds of having hypertension or being treated for hypertension were higher in patients who had shorter RTL: OR (95% CI): 2.45 (1.36-4.44) and 2.28 (1.22-4.26) in the first RTL tertiles respectively with a similar trend, though not statistically significant, in the second RTL tertiles. This is the first study in Lebanon to show an association between age, central obesity, poor sleep and hypertension and RTL. It is hoped that telomere length measurement be potentially used as a biomarker for biological age and age-related diseases and progression in the Lebanese.

20.
J Nucl Cardiol ; 25(5): 1601-1609, 2018 10.
Article in English | MEDLINE | ID: mdl-28224450

ABSTRACT

BACKGROUND: Coronary artery disease (CAD) accounts for more than half of all cardiovascular events. Stress testing remains the cornerstone for non-invasive assessment of patients with possible or known CAD. Clinical utilization reviews show that most patients presenting for evaluation of stable CAD by stress testing are categorized as low risk prior to the test. Attempts to enhance risk stratification of individuals who are sent for stress testing seem to be more in need today. The present study compares artificial neural networks (ANN)-based prediction models to the other risk models being used in practice (the Diamond-Forrester and the Morise models). METHODS: In our study, we prospectively recruited patients who were 19 years of age or older, and were being evaluated for coronary artery disease with imaging-based stress tests. For ANN, the network architecture employed a systematic method, where the number of neurons is changed incrementally, and bootstrapping was performed to evaluate the accuracy of the models. RESULTS: We prospectively enrolled 486 patients. The mean age of patients undergoing stress test was 55.2 ± 11.2 years, 35% were women, and 12% had a positive stress test for ischemic heart disease. When compared to Diamond-Forrester and Morise risk models, the ANN model for predicting ischemia provided higher discriminatory power (DP)(1.61), had a negative predictive value of 98%, Sensitivity 91% [81%-97%], Specificity 65% [60%-79%], positive predictive value 26%, and a potential 59% reduction of non-invasive imaging. CONCLUSION: The ANN models improved risk stratification when compared to the other risk scores (Diamond-Forrester and Morise) with a 98% negative predictive value and a significant potential reduction in non-invasive imaging tests.


Subject(s)
Coronary Artery Disease/diagnostic imaging , Exercise Test/methods , Neural Networks, Computer , Risk Assessment/methods , Adult , Aged , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Prospective Studies
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