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1.
Mol Genet Genomic Med ; 12(1): e2282, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37800653

RESUMEN

BACKGROUND: Transcobalamin II (TCN2) defect is a rare metabolic disorder associated with a range of neurological manifestations, including mild developmental delay, severe intellectual disability, ataxia, and, in some cases, seizures. Cobalamin, an essential nutrient, plays a crucial role in central nervous system myelination. CLINICAL PRESENTATION: We present a family with an index patient who exhibited progressive neurodevelopmental regression starting at 9 months of age, accompanied by myoclonic seizures, ataxia, and tremor. No significant hematological abnormalities were observed. Exome sequencing analysis identified a novel homozygous mutation, c.3G>A - P(Met1I), affecting the acceptor site of intron 4 of the TCN2 gene (chromosome 22: 31003321, NM_000355.4), leading to likely pathogenic variant potentially affecting translation. Following treatment with hydroxocobalamin, the patient demonstrated partial clinical improvement. He has a sibling with overt hematological abnormalities and subtle neurological abnormalities who is homozygous to the same mutation. Both parents are heterozygous for the same mutation. CONCLUSIONS: In infants presenting with unexplained non-specific neurological symptoms, irrespective of classical signs of vitamin B12 deficiency, evaluation for TCN2 defect should be considered. Early diagnosis and appropriate management can lead to favorable outcomes.


Asunto(s)
Ataxia Cerebelosa , Epilepsia Generalizada , Epilepsia , Humanos , Lactante , Masculino , Ataxia/tratamiento farmacológico , Ataxia/genética , Mutación , Convulsiones/tratamiento farmacológico , Convulsiones/genética , Transcobalaminas/genética , Transcobalaminas/metabolismo , Vitamina B 12/uso terapéutico
2.
Curr Vasc Pharmacol ; 21(4): 285-292, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37431901

RESUMEN

AIM: To assess the current dyslipidemia management in the Arabian Gulf region by describing the demographics, study design, and preliminary results of out-patients who achieved low-density lipoprotein cholesterol (LDL-C) goals at the time of the survey. BACKGROUND: The Arabian Gulf population is at high risk for atherosclerotic cardiovascular disease at younger ages. There is no up-to-date study regarding dyslipidemia management in this region, especially given the recent guideline-recommended LDL-C targets. OBJECTIVE: Up-to-date comprehensive assessment of the current dyslipidemia management in the Arabian Gulf region, particularly in view of the recent evidence of the additive beneficial effects of ezetimibe and proprotein convertase subtilisin/kexin-9 (PCSK-9) inhibitors on LDL-C levels and cardiovascular outcomes. METHODS: The Gulf Achievement of Cholesterol Targets in Out-Patients (GULF ACTION) is an ongoing national observational longitudinal registry of 3000 patients. In this study, adults ≥18 years on lipidlowering drugs for over three months from out-patients of five Gulf countries were enrolled between January 2020 and May 2022 with planned six-month and one-year follow-ups. RESULTS: Of the 1015 patients enrolled, 71% were male, aged 57.9±12 years. In addition, 68% had atherosclerotic cardiovascular disease (ASCVD), 25% of these patients achieved the LDL-C target, and 26% of the cohort were treated using combined lipid-lowering drugs, including statins. CONCLUSION: The preliminary results of this cohort revealed that only one-fourth of ASCVD patients achieved LDL-C targets. Therefore, GULF ACTION shall improve our understanding of current dyslipidemia management and "guideline gaps" in the Arabian Gulf region.


Asunto(s)
Anticolesterolemiantes , Aterosclerosis , Enfermedades Cardiovasculares , Dislipidemias , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Adulto , Humanos , Masculino , Femenino , LDL-Colesterol , Enfermedades Cardiovasculares/tratamiento farmacológico , Pacientes Ambulatorios , Colesterol , Inhibidores de Hidroximetilglutaril-CoA Reductasas/efectos adversos , Aterosclerosis/tratamiento farmacológico , Dislipidemias/diagnóstico , Dislipidemias/tratamiento farmacológico , Dislipidemias/epidemiología , Anticolesterolemiantes/efectos adversos
3.
CJC Open ; 5(3): 191-199, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37013071

RESUMEN

Background: Direct oral anticoagulants are frequently used to treat post-myocardial infarction (MI) left ventricular thrombus (LVT). This study was conducted to evaluate the efficacy and safety of use of apixaban, compared to the standard warfarin therapy, in post-MI LVT. Methods: This open-label, randomized controlled trial included patients with post-acute or recent anterior wall MI with transthoracic echocardiography-confirmed LVT. Patients were randomized to receive either apixaban 5 mg twice daily or warfarin to achieve an international normalized ratio of 2-3, in addition to dual antiplatelet therapy. The primary endpoint was LVT resolution at 3 months, with a noninferiority margin of 95% for apixaban compared to warfarin. The secondary endpoint was major adverse cardiovascular events (MACE) or any relevant bleeding according to the Bleeding Academic Research Consortium (BARC) classification. Results: Fifty patients were enrolled from 3 centres. The use of dual or single antiplatelet agents was similar in the 2 groups. The number of 1-, 3-, and 6-month LVT resolutions were 10 (40.0%), 19 (76.0%), and 23 (92.0%) in the apixaban group, and 14 (56%), 20 (80.0%), and 24 (96.0%) in the warfarin group, respectively, without significant differences (P < 0.036 for noninferiority at 3 months). Patients taking warfarin required longer hospital stays and more outpatient visits. Multivariate adjustment analysis revealed left ventricular aneurysm, larger baseline LVT area and lower left ventricular ejection fraction to be independent predictors of LVT persistence at 3 months. No MACE occurred in either group; 1 BARC-2 bleeding event occurred with warfarin. Conclusions: Apixaban was not inferior to warfarin in the resolution of post-MI LVT.


Contexte: Les anticoagulants oraux directs sont souvent utilisés pour traiter un thrombus du ventricule gauche (TVG) après un infarctus du myocarde (IM). Cette étude a été réalisée afin d'évaluer l'efficacité et l'innocuité de l'apixaban, comparativement au traitement de référence par la warfarine dans les cas de TVG consécutif à un IM. Méthodologie: Cette étude en mode ouvert, contrôlée et à répartition aléatoire portait sur des patients ayant subi un IM aigu ou un IM récent de la paroi antérieure et présentant un TVG confirmé par échocardiographie transthoracique. Les patients ont été répartis aléatoirement pour recevoir l'apixaban à 5 mg deux fois par jour ou la warfarine en vue d'obtenir un ratio international normalisé de 2-3, en plus d'une bithérapie antiplaquettaire. Le critère d'évaluation principal était la résolution du TVG à trois mois, avec une marge de non-infériorité de 95 % pour l'apixaban comparativement à la warfarine. Le critère d'évaluation secondaire était la survenue d'événements cardiovasculaires indésirables majeurs ou de tout saignement associé, selon la classification du Bleeding Academic Research Consortium (BARC). Résultats: Cinquante patients provenant de trois centres ont été sélectionnés. L'utilisation d'un seul ou de deux agents antiplaquettaires était similaire dans les deux groupes. Le nombre de résolutions du TVG à 1 mois, à 3 mois et à 6 mois était de 10 (40,0 %), 19 (76,0 %) et 23 (92,0 %) respectivement dans le groupe apixaban, et de 14 (56,0 %), 20 (80,0 %) et 24 (96,0 %) respectivement dans le groupe warfarine, sans différence significative (p < 0,036 pour la non-infériorité à 3 mois). Les patients qui prenaient de la warfarine ont dû être hospitalisés plus longtemps et consulter plus souvent en externe. L'analyse multivariée sur les ajustements a révélé que l'anévrisme du ventricule gauche, plus grande zone TVG de base et une faible fraction d'éjection du ventricule gauche étaient des facteurs prédictifs indépendants de la persistance du TVG à trois mois. Aucun événement cardiovasculaire indésirable majeur ne s'est produit dans les deux groupes; un saignement de classe 2 selon le BARC s'est produit dans le groupe prenant de la warfarine. Conclusions: L'apixaban n'était pas inférieur à la warfarine dans la résolution du TVG après un IM.

4.
PLoS One ; 18(4): e0285131, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37104506

RESUMEN

This study introduces the global-local least-squares support vector machine (GLocal-LS-SVM), a novel machine learning algorithm that combines the strengths of localised and global learning. GLocal-LS-SVM addresses the challenges associated with decentralised data sources, large datasets, and input-space-related issues. The algorithm is a double-layer learning approach that employs multiple local LS-SVM models in the first layer and one global LS-SVM model in the second layer. The key idea behind GLocal-LS-SVM is to extract the most informative data points, known as support vectors, from each local region in the input space. Local LS-SVM models are developed for each region to identify the most contributing data points with the highest support values. The local support vectors are then merged at the final layer to form a reduced training set used to train the global model. We evaluated the performance of GLocal-LS-SVM using both synthetic and real-world datasets. Our results demonstrate that GLocal-LS-SVM achieves comparable or superior classification performance compared to standard LS-SVM and state-of-the-art models. In addition, our experiments show that GLocal-LS-SVM outperforms standard LS-SVM in terms of computational efficiency. For instance, on a training dataset of 9, 000 instances, the average training time for GLocal-LS-SVM was only 2% of the time required to train the LS-SVM model while maintaining classification performance. In summary, the GLocal-LS-SVM algorithm offers a promising solution to address the challenges associated with decentralised data sources and large datasets while maintaining high classification performance. Furthermore, its computational efficiency makes it a valuable tool for practical applications in various domains.


Asunto(s)
Algoritmos , Máquina de Vectores de Soporte , Aprendizaje Automático , Análisis de los Mínimos Cuadrados
5.
Clin Med Insights Case Rep ; 16: 11795476231158509, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36874375

RESUMEN

Introduction: In children, idiopathic intracranial hypertension (IIH) is relatively uncommon. It is characterized by an increase in intracranial pressure, in the absence of evidence of underlying brain disease, structural abnormalities, hydrocephalus, or abnormal meningeal improvement. However, very rarely it can occur without papilledema, even though it is the most recognizable clinical sign. Due to this, a delay in diagnosis can lead to severe visual impairments. Case presentation: We describe a patient with a chronic headache but no papilledema. His neurological and systemic examinations were otherwise unremarkable. A lumbar puncture revealed a high opening pressure of 450 mmH2O and normal cerebrospinal fluid (CSF) parameters. Magnetic resonance imaging of the brain revealed only tortuous optic nerves, no parenchymal lesions, and no evidence of venous sinus thrombosis. He required acetazolamide treatment. Our patient's symptoms improved significantly in 2 months with medical treatment, weight loss, and exercise, with no development of papilledema. Conclusion: There is a wide range of clinical manifestations of IIH, making it difficult to decide when to begin treatment.

6.
Case Rep Oncol ; 16(1): 13-20, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36743882

RESUMEN

The management of R/M HNSCC is rapidly evolving with new available treatment molecules and combination modalities. Anti-EGFR cetuximab (CTX) and immune checkpoint inhibitors (ICI) can be used either alone or in combination with conventional platinum-based doublet chemotherapy (with taxanes or fluorouracil). No data have been reported to date on the association of doublet chemotherapy concomitantly with both CTX and ICI. We present a case series of patients treated with 4 cycles of quadritherapy, every 3 weeks, including paclitaxel 175 mg/m2, carboplatin AUC 5, pembrolizumab 200 mg, and weekly 250 mg/m2 CTX. All patients achieved an objective response (6 complete responses, 2 partial responses). Clinical response was fast, so 1 patient avoided an emergency tracheostomy for laryngeal dyspnea. Four patients furtherly benefited from cisplatin-based chemoradiotherapy on residual tumor sites after the response to quadritherapy. Adverse events were manageable, except for an ICI-related liver toxicity in a patient. Overall, this short series indicates that a quadruple therapy with carboplatin-paclitaxel-CTX and pembrolizumab seems to be safe and active in patients with R/M HNSCC. This observation could be confirmed through further clinical trials.

7.
J Fungi (Basel) ; 8(11)2022 Oct 27.
Artículo en Inglés | MEDLINE | ID: mdl-36354899

RESUMEN

Endemic fungal infections are responsible for high rates of morbidity and mortality in certain regions of the world. The diagnosis and management remain a challenge, and the reason could be explained by the lack of disease awareness, variability of symptoms, and insidious and often overlooked clinical presentation. Imaging findings are nonspecific and frequently misinterpreted as other more common infectious or malignant diseases. Patient demographics and clinical and travel history are important clues that may lead to a proper diagnosis. The purpose of this paper is to review the presentation and differential diagnosis of endemic mycoses based on the most common chest imaging findings.

8.
Front Genet ; 13: 948505, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36324510

RESUMEN

Systemic lupus erythematosus (SLE) susceptibility has a strong genetic component. Genome-wide association studies (GWAS) across trans-ancestral populations show both common and distinct genetic variants of susceptibility across European and Asian ancestries, while many other ethnic populations remain underexplored. We conducted the first SLE GWAS on Egyptians-an admixed North African/Middle Eastern population-using 537 patients and 883 controls. To identify novel susceptibility loci and replicate previously known loci, we performed imputation-based association analysis with 6,382,276 SNPs while accounting for individual admixture. We validated the association analysis using adaptive permutation tests (n = 109). We identified a novel genome-wide significant locus near IRS1/miR-5702 (Pcorrected = 1.98 × 10-8) and eight novel suggestive loci (Pcorrected < 1.0 × 10-5). We also replicated (Pperm < 0.01) 97 previously known loci with at least one associated nearby SNP, with ITGAM, DEF6-PPARD and IRF5 the top three replicated loci. SNPs correlated (r 2 > 0.8) with lead SNPs from four suggestive loci (ARMC9, DIAPH3, IFLDT1, and ENTPD3) were associated with differential gene expression (3.5 × 10-95 < p < 1.0 × 10-2) across diverse tissues. These loci are involved in cellular proliferation and invasion-pathways prominent in lupus and nephritis. Our study highlights the utility of GWAS in an admixed Egyptian population for delineating new genetic associations and for understanding SLE pathogenesis.

9.
Expert Opin Drug Discov ; 17(12): 1377-1405, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36373806

RESUMEN

INTRODUCTION: Sesquiterpene lactones (SLs) are one of the most diverse bioactive secondary metabolites found in plants and exhibit a broad range of therapeutic properties . SLs have been showing promising potential in cancer clinical trials, and the molecular mechanisms underlying their anticancer potential are being uncovered. Recent evidence also points to a potential utility of SLs in cancer prevention. AREAS COVERED: This work evaluates SLs with promising anticancer potential based on cell, animal, and clinical models: Artemisinin, micheliolide, thapsigargin dehydrocostuslactone, arglabin, parthenolide, costunolide, deoxyelephantopin, alantolactone, isoalantolactone, atractylenolide 1, and xanthatin as well as their synthetic derivatives. We highlight actionable molecular targets and biological mechanisms underlying the anticancer therapeutic properties of SLs. This is complemented by a unique assessment of SL mechanisms of action that can be exploited in cancer prevention. We also provide insights into structure-activity and pharmacokinetic properties of SLs and their potential use in combination therapies. EXPERT OPINION: We extract seven major lessons learned and present evidence-based solutions that can circumvent some scientific limitations or logistic impediments in SL anticancer research. SLs continue to be at the forefront of cancer drug discovery and are worth a joint interdisciplinary effort in order to leverage their potential in cancer therapy and prevention.


Asunto(s)
Neoplasias , Sesquiterpenos , Animales , Sesquiterpenos/farmacología , Sesquiterpenos/uso terapéutico , Neoplasias/tratamiento farmacológico , Neoplasias/prevención & control , Lactonas/farmacología , Lactonas/uso terapéutico
10.
Int J Surg Case Rep ; 98: 107594, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-36067534

RESUMEN

Adamantinoma is rare, representing less than 1 % of all primary bone tumors. It is a slow growing low grade tumor which is often clinically, radiologically and histologically mistaken for many other tumors. In this report, we present a case of Adamantinoma in a 17-year-old Syrian adolescent. The patient presented with pain and swelling anterior aspect of his left leg for last six months. We analyzed the clinical, radiographical and pathological characteristics of our patient, which helped us to reach the final diagnosis. The aim of this report is to document the presence of Adamantinoma in Syria to help other Syrian physicians considering this disease in the differential diagnosis if they face similar presentations.

11.
ACS Omega ; 7(30): 26871-26880, 2022 Aug 02.
Artículo en Inglés | MEDLINE | ID: mdl-35936437

RESUMEN

Herein, we report a new approach to synthesize a series of 1,2,4-[e]-benzotriazine and cinnoline derivatives from 3-substituted isoindolin-1-one. All the reported products are obtained through an economical two-step synthetic procedure resulting in fair-to-high yields. Cinnolines (a) and 1,2,4-[e]-benzotriazines (b) result from an intramolecular cyclization of the corresponding 3-substituted isoindolin-1-ones, which, in turn, are prepared by an addition reaction from 2-cyanobenzaldehyde and 2-(2-nitrophenyl) acetonitrile (a) or 2-nitroaniline derivatives (b). A proposed mechanism for this transformation is presented.

12.
Cancers (Basel) ; 14(16)2022 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-36010850

RESUMEN

We conducted a systematic review and meta-analysis of the diagnostic performance of current deep learning algorithms for the diagnosis of lung cancer. We searched major databases up to June 2022 to include studies that used artificial intelligence to diagnose lung cancer, using the histopathological analysis of true positive cases as a reference. The quality of the included studies was assessed independently by two authors based on the revised Quality Assessment of Diagnostic Accuracy Studies. Six studies were included in the analysis. The pooled sensitivity and specificity were 0.93 (95% CI 0.85−0.98) and 0.68 (95% CI 0.49−0.84), respectively. Despite the significantly high heterogeneity for sensitivity (I2 = 94%, p < 0.01) and specificity (I2 = 99%, p < 0.01), most of it was attributed to the threshold effect. The pooled SROC curve with a bivariate approach yielded an area under the curve (AUC) of 0.90 (95% CI 0.86 to 0.92). The DOR for the studies was 26.7 (95% CI 19.7−36.2) and heterogeneity was 3% (p = 0.40). In this systematic review and meta-analysis, we found that when using the summary point from the SROC, the pooled sensitivity and specificity of DL algorithms for the diagnosis of lung cancer were 93% and 68%, respectively.

13.
Artículo en Inglés | MEDLINE | ID: mdl-35337975

RESUMEN

Thermosensation is crucial for the survival of any organism. In animals, changes in brain temperature are detected via sensory neurons, their cell bodies are located in the trigeminal ganglia. Transient receptor potential (TRP) ion channels are the largest temperature sensing family. In mammals, 11 thermoTRPs are known, as in poultry, there are only three. This research further elucidates TRP mRNA expression in the brain of broiler embryo's. Three incubation treatments were conducted on 400 eggs each: the control (C) at 37.6 °C; T1 deviating from C by providing a + 1 °C heat stimuli during embryonic day (ED) 15-20 for 8 h a day; and T2, imposing a + 2 °C heat stimuli. After each heat stimuli, 12 eggs per treatment were taken for blood sampling from the chorioallantoic membrane and brain harvesting. Incubation parameters such has residual yolk (free embryonic) weight, chick quality and hatch percentage were collected. After primer optimization, 22 target genes (13 TRPs and 9 non-TRPs) were measured on mRNA of the brain using a nanofluidic biochip (Fluidigm Corporation). Four target genes (ANO2, TRPV1, SCN5A, TRAAK) have a significant treatment effect - independent of ED. Another four (TRPM8, TRPA1, TRPM2, TRPC3) have a significant treatment effect visible on one or more ED. Heat sensitive channels were increased in T2 and to a lesser degree in T1, which could be part of an acclimatisation process resulting in later life heat tolerance by increased heat sensitivity. T2, however, resulted in a lower hatch weight, quality and hatchability. No hormonal differences were detected.


Asunto(s)
Pollos , Calor , Animales , Encéfalo , Embrión de Pollo , Pollos/genética , Canales Iónicos , Mamíferos/genética , ARN Mensajero/genética , Temperatura
14.
Sensors (Basel) ; 21(23)2021 Dec 05.
Artículo en Inglés | MEDLINE | ID: mdl-34884136

RESUMEN

This study introduces machine learning predictive models to predict the future values of the monitored vital signs of COVID-19 ICU patients. The main vital sign predictors include heart rate, respiration rate, and oxygen saturation. We investigated the performances of the developed predictive models by considering different approaches. The first predictive model was developed by considering the following vital signs: heart rate, blood pressure (systolic, diastolic and mean arterial, pulse pressure), respiration rate, and oxygen saturation. Similar to the first approach, the second model was developed using the same vital signs, but it was trained and tested based on a leave-one-subject-out approach. The third predictive model was developed by considering three vital signs: heart rate (HR), respiration rate (RR), and oxygen saturation (SpO2). The fourth model was a leave-one-subject-out model for the three vital signs. Finally, the fifth predictive model was developed based on the same three vital signs, but with a five-minute observation rate, in contrast with the aforementioned four models, where the observation rate was hourly to bi-hourly. For the five models, the predicted measurements were those of the three upcoming observations (on average, three hours ahead). Based on the obtained results, we observed that by limiting the number of vital sign predictors (i.e., three vital signs), the prediction performance was still acceptable, with the average mean absolute percentage error (MAPE) being 12%,5%, and 21.4% for heart rate, oxygen saturation, and respiration rate, respectively. Moreover, increasing the observation rate could enhance the prediction performance to be, on average, 8%,4.8%, and 17.8% for heart rate, oxygen saturation, and respiration rate, respectively. It is envisioned that such models could be integrated with monitoring systems that could, using a limited number of vital signs, predict the health conditions of COVID-19 ICU patients in real-time.


Asunto(s)
COVID-19 , Saturación de Oxígeno , Humanos , Unidades de Cuidados Intensivos , SARS-CoV-2 , Signos Vitales
15.
Pediatric Health Med Ther ; 12: 431-437, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34512073

RESUMEN

BACKGROUND: High flow nasal cannula (HFNC) is a new device for respiratory support. Its use continues to increase in pediatrics as its system is easily set up and well tolerated by patients. We aimed in this study to explore indications and safety of HFNC use and predictors of HFNC failure. METHODS: Hospital records of 92 children with acute respiratory distress admitted to the pediatric intensive care unit (PICU) in Abha Maternity and Children Hospital from January 2018 until March 2020 and received HFNC therapy were studied. A data collection sheet was used that included patients' age, gender, the indication of HFNC, associated chronic diseases, previous admission to PICU, vital signs (initially, 8 hours and 48 hours after using HFNC), outcome after using HFNC, and reasons for HFNC failure. RESULTS: After receiving HFNC, children's respiratory rate, heart rate, systolic blood pressure, and oxygen saturation improved significantly (p < 0.001, p < 0.001, p < 0.001, p = 0.005, and p < 0.001, respectively). Regarding laboratory findings, pH and serum bicarbonate improved significantly (p < 0.001 for both), while PaCO2 improved but not significantly. The failure rate of HFNC was 23.0%. HFNC failure rates were significantly higher among children with chronic diseases than those with no chronic disease (33.3% and 14.9%, respectively, p = 0.038) and among children with the air-leak syndrome (p < 0.001). After 48 hours of HFNC use, children who experienced HFNC failure had significantly higher respiratory and heart rates (p < 0.001 and p = 0.018, respectively), lower diastolic blood pressure (p = 0.011), and higher PaCO2 (p < 0.001). CONCLUSION: After HFNC use, significant improvements occur in all clinical parameters and laboratory values of children with respiratory distress, but about one-fourth of cases may experience HFNC failure. Predictors for HFNC failure include underlying chronic disease, low diastolic blood pressure, high respiratory rate, high heart rate, high initial PaCO2.

16.
Animals (Basel) ; 11(2)2021 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-33567778

RESUMEN

Heart rate (HR) is a vital bio-signal that is relatively easy to monitor with contact sensors and is related to a living organism's state of health, stress and well-being. The objective of this study was to develop an algorithm to extract HR (in beats per minute) of an anesthetized and a resting pig from raw video data as a first step towards continuous monitoring of health and welfare of pigs. Data were obtained from two experiments, wherein the pigs were video recorded whilst wearing an electrocardiography (ECG) monitoring system as gold standard (GS). In order to develop the algorithm, this study used a bandpass filter to remove noise. Then, a short-time Fourier transform (STFT) method was tested by evaluating different window sizes and window functions to accurately identify the HR. The resulting algorithm was first tested on videos of an anesthetized pig that maintained a relatively constant HR. The GS HR measurements for the anesthetized pig had a mean value of 71.76 bpm and standard deviation (SD) of 3.57 bpm. The developed algorithm had 2.33 bpm in mean absolute error (MAE), 3.09 bpm in root mean square error (RMSE) and 67% in HR estimation error below 3.5 bpm. The sensitivity of the algorithm was then tested on the video of a non-anaesthetized resting pig, as an animal in this state has more fluctuations in HR than an anaesthetized pig, while motion artefacts are still minimized due to resting. The GS HR measurements for the resting pig had a mean value of 161.43 bpm and SD of 10.11 bpm. The video-extracted HR showed a performance of 4.69 bpm in MAE, 6.43 bpm in RMSE and 57% in . The results showed that HR monitoring using only the green channel of the video signal was better than using three color channels, which reduces computing complexity. By comparing different regions of interest (ROI), the region around the abdomen was found physiologically better than the face and front leg parts. In summary, the developed algorithm based on video data has potential to be used for contactless HR measurement and may be applied on resting pigs for real-time monitoring of their health and welfare status, which is of significant interest for veterinarians and farmers.

17.
Curr Probl Cardiol ; 46(3): 100484, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-31610953

RESUMEN

Spontaneous coronary artery dissection (SCAD) has emerged as an important cause of acute coronary syndrome and sudden cardiac death. The triggers for SCAD often do not include traditional atherosclerotic risk factors. The most commonly reported triggers are extreme physical or emotional stress. The current study compared in-hospital and follow-up events in patients with SCAD with and without reported stress. Data from 83 patients with a confirmed diagnosis of SCAD were collected retrospectively from 30 centers in 4 Arab Gulf countries (KSA, UAE, Kuwait, and Bahrain) from January 2011 to December 2017. In-hospital myocardial infarction (MI), percutaneous coronary intervention (PCI), ventricular tachycardia/ventricular fibrillation, cardiogenic shock, death, ICD placement, dissection extension) and follow-up (MI, de novo SCAD, death, spontaneous superior mesenteric artery dissection) events were compared between those with and without reported stress. Emotional and physical stress was defined as new or unusually intense stress, within 1 week of their initial hospitalization. The median age of patients in the study was 44 (37-55) years. Foty-two (51%) were women. Stress (emotional, physical, and combined) was reported in 49 (59%) of all patients. Sixty-two percent of women with SCAD reported stress, and 51 % of men with SCAD reported stress. Men more commonly reported physical and combined stress. Women more commonly reported emotional stress (P < 0.001). The presence or absence of reported stress did not impact on overall adverse cardiovascular events (P = 0.8). In-hospital and follow-up events were comparable in patients with SCAD in the presence or absence of reported stress as a trigger.


Asunto(s)
Anomalías de los Vasos Coronarios , Intervención Coronaria Percutánea , Distrés Psicológico , Estrés Fisiológico , Enfermedades Vasculares , Árabes , Angiografía Coronaria , Anomalías de los Vasos Coronarios/etiología , Anomalías de los Vasos Coronarios/psicología , Vasos Coronarios , Disección , Humanos , Estudios Retrospectivos , Enfermedades Vasculares/etiología , Enfermedades Vasculares/psicología
18.
Curr Probl Cardiol ; 46(3): 100656, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32839042

RESUMEN

The COVID-19 pandemic had significant impact on health care worldwide which has led to a reduction in all elective admissions and management of patients through virtual care. The purpose of this study is to assess changes in STEMI volumes, door to reperfusion, and the time from the onset of symptoms until reperfusion therapy, and in-hospital events between the pre-COVID-19 (PC) and after COVID-19 (AC) period. All acute ST-segment elevation myocardial infarction (STEMI) cases were retrospectively identified from 16 centers in the Kingdom of Saudi Arabia during the COVID-19 period from January 01 to April 30, 2020. These cases were compared to a pre-COVID period from January 01 to April 30, 2018 and 2019. One thousand seven hundred and eighty-five patients with a mean age 56.3 (SD ± 12.4) years, 88.3% were male. During COVID-19 Pandemic the total STEMI volumes was reduced (28%, n = 500), STEMI volumes for those treated with reperfusion therapy was reduced too (27.6%, n= 450). Door to balloon time < 90 minutes was achieved in (73.1%, no = 307) during 2020. Timing from the onset of symptoms to the balloon of more than 12 hours was higher during 2020 comparing to pre-COVID 19 years (17.2% vs <3%, respectively). There were no differences between the AC and PC period with respect to in-hospital events and the length of hospital stay. There was a reduction in the STEMI volumes during 2020. Our data reflected the standard of care for STEMI patients continued during the COVID-19 pandemic while demonstrating patients delayed presenting to the hospital.


Asunto(s)
COVID-19 , Aceptación de la Atención de Salud , Intervención Coronaria Percutánea , Infarto del Miocardio con Elevación del ST , Tiempo de Tratamiento/estadística & datos numéricos , COVID-19/epidemiología , COVID-19/prevención & control , COVID-19/psicología , Transmisión de Enfermedad Infecciosa/prevención & control , Femenino , Humanos , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Evaluación de Procesos y Resultados en Atención de Salud , Aceptación de la Atención de Salud/psicología , Aceptación de la Atención de Salud/estadística & datos numéricos , Intervención Coronaria Percutánea/métodos , Intervención Coronaria Percutánea/estadística & datos numéricos , Estudios Retrospectivos , SARS-CoV-2 , Infarto del Miocardio con Elevación del ST/diagnóstico , Infarto del Miocardio con Elevación del ST/epidemiología , Infarto del Miocardio con Elevación del ST/terapia , Arabia Saudita/epidemiología , Índice de Severidad de la Enfermedad , Nivel de Atención/organización & administración
19.
Angiology ; 72(1): 32-43, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32787614

RESUMEN

Data on spontaneous coronary artery dissection (SCAD) is based on European and North American registries. We assessed the prevalence, epidemiology, and outcomes of patients presenting with SCAD in Arab Gulf countries. Patients (n = 83) were diagnosed with SCAD based on angiographic and intravascular imaging whenever available. Thirty centers in 4 Arab Gulf countries (Kingdom of Saudi Arabia, United Arab Emirates, Kuwait, and Bahrain) were involved from January 2011 to December 2017. In-hospital (myocardial infarction [MI], percutaneous coronary intervention, ventricular tachycardia/fibrillation, cardiogenic shock, death, implantable cardioverter-defibrillator placement, dissection extension) and follow-up (MI, de novo SCAD, death, spontaneous superior mesenteric artery dissection) cardiac events were recorded. Median age was 44 (37-55) years, 42 (51%) were females and 28.5% were pregnancy-associated (21.4% were multiparous). Of the patients, 47% presented with non-ST-elevation acute coronary syndrome, 49% with acute ST-elevation myocardial infarction, 12% had left main involvement, 43% left anterior descending, 21.7% right coronary, 9.6% left circumflex, and 9.6% multivessel; 52% of the SCAD were type 1, 42% type 2, 3.6% type 3, and 2.4% multitype; 40% managed medically, 53% underwent percutaneous coronary intervention, 7% underwent coronary artery bypass grafting. Females were more likely than males to experience overall (in-hospital and follow-up) adverse cardiovascular events (P = .029).


Asunto(s)
Anomalías de los Vasos Coronarios/epidemiología , Enfermedades Vasculares/congénito , Adulto , Angiografía Coronaria , Puente de Arteria Coronaria/estadística & datos numéricos , Anomalías de los Vasos Coronarios/diagnóstico por imagen , Anomalías de los Vasos Coronarios/terapia , Terapia Antiplaquetaria Doble , Femenino , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Masculino , Persona de Mediana Edad , Medio Oriente/epidemiología , Infarto del Miocardio sin Elevación del ST/epidemiología , Intervención Coronaria Percutánea/estadística & datos numéricos , Embarazo , Complicaciones Cardiovasculares del Embarazo/epidemiología , Complicaciones Cardiovasculares del Embarazo/terapia , Prevalencia , Sistema de Registros , Estudios Retrospectivos , Infarto del Miocardio con Elevación del ST/epidemiología , Tomografía de Coherencia Óptica , Enfermedades Vasculares/diagnóstico por imagen , Enfermedades Vasculares/epidemiología , Enfermedades Vasculares/terapia
20.
Sensors (Basel) ; 20(22)2020 Nov 18.
Artículo en Inglés | MEDLINE | ID: mdl-33218084

RESUMEN

In this prospective, interventional, international study, we investigate continuous monitoring of hospitalised patients' vital signs using wearable technology as a basis for real-time early warning scores (EWS) estimation and vital signs time-series prediction. The collected continuous monitored vital signs are heart rate, blood pressure, respiration rate, and oxygen saturation of a heterogeneous patient population hospitalised in cardiology, postsurgical, and dialysis wards. Two aspects are elaborated in this study. The first is the high-rate (every minute) estimation of the statistical values (e.g., minimum and mean) of the vital signs components of the EWS for one-minute segments in contrast with the conventional routine of 2 to 3 times per day. The second aspect explores the use of a hybrid machine learning algorithm of kNN-LS-SVM for predicting future values of monitored vital signs. It is demonstrated that a real-time implementation of EWS in clinical practice is possible. Furthermore, we showed a promising prediction performance of vital signs compared to the most recent state of the art of a boosted approach of LSTM. The reported mean absolute percentage errors of predicting one-hour averaged heart rate are 4.1, 4.5, and 5% for the upcoming one, two, and three hours respectively for cardiology patients. The obtained results in this study show the potential of using wearable technology to continuously monitor the vital signs of hospitalised patients as the real-time estimation of EWS in addition to a reliable prediction of the future values of these vital signs is presented. Ultimately, both approaches of high-rate EWS computation and vital signs time-series prediction is promising to provide efficient cost-utility, ease of mobility and portability, streaming analytics, and early warning for vital signs deterioration.


Asunto(s)
Puntuación de Alerta Temprana , Monitoreo Fisiológico , Signos Vitales , Dispositivos Electrónicos Vestibles , Hospitalización , Humanos , Oxígeno/sangre , Estudios Prospectivos , Frecuencia Respiratoria
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