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1.
Int J Mol Sci ; 25(20)2024 Oct 20.
Artículo en Inglés | MEDLINE | ID: mdl-39457059

RESUMEN

Inflammation plays a crucial role in atherosclerosis and nonalcoholic fatty liver disease (NAFLD). We previously engineered a recombinant Lactococcus lactis strain expressing the Ling-Zhi immunomodulatory protein (L. lactis-LZ8). This study investigated the anti-atherosclerotic effects of L. lactis-LZ8 in rabbits fed a high-fat diet (HFD). Changes in body weight, serum lipid profiles, and liver function were monitored. The aorta and liver tissues were analyzed for gross pathology and histopathology. Eight-week administration of L. lactis-LZ8 with HFD ameliorated atherosclerosis by downregulating protein and gene expression associated with lipid metabolism and inflammation in the aortas. The rabbits receiving L. lactis-LZ8 exhibited a significant dose-dependent reduction in hepatic fat accumulation. RNA sequencing of the livers revealed that inflammatory genes in the L. lactis-LZ8 groups were downregulated compared to the HFD group. Disease ontology enrichment analysis indicated that these genes were involved in atherosclerosis. Gene set enrichment analysis plots revealed significant enrichment in the gene sets related to cholesterol homeostasis. CIBERSORT immune cell fraction analysis indicated significant infiltration by regulatory T cells, CD8+ T cells, activated dendritic cells, and natural killer cells in the L. lactis-LZ8 group. Our studies underscore LZ8's role in precision nutrition, providing a potential solution to the current challenges in modifying atherosclerosis and NAFLD.


Asunto(s)
Aterosclerosis , Dieta Alta en Grasa , Lactococcus lactis , Enfermedad del Hígado Graso no Alcohólico , Animales , Lactococcus lactis/genética , Aterosclerosis/patología , Aterosclerosis/tratamiento farmacológico , Aterosclerosis/metabolismo , Dieta Alta en Grasa/efectos adversos , Conejos , Enfermedad del Hígado Graso no Alcohólico/metabolismo , Enfermedad del Hígado Graso no Alcohólico/tratamiento farmacológico , Enfermedad del Hígado Graso no Alcohólico/patología , Antiinflamatorios/farmacología , Masculino , Metabolismo de los Lípidos/efectos de los fármacos , Hígado/patología , Hígado/metabolismo , Hígado/efectos de los fármacos , Modelos Animales de Enfermedad , Inflamación/patología
2.
Acta Cardiol Sin ; 40(5): 479-543, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39308649

RESUMEN

Atherosclerotic cardiovascular disease (ASCVD) is one of the leading causes of death worldwide and in Taiwan. It is highly prevalent and has a tremendous impact on global health. Therefore, the Taiwan Society of Cardiology developed these best-evidence preventive guidelines for decision-making in clinical practice involving aspects of primordial prevention including national policies, promotion of health education, primary prevention of clinical risk factors, and management and control of clinical risk factors. These guidelines cover the full spectrum of ASCVD, including chronic coronary syndrome, acute coronary syndrome, cerebrovascular disease, peripheral artery disease, and aortic aneurysm. In order to enhance medical education and health promotion not only for physicians but also for the general public, we propose a slogan (2H2L) for the primary prevention of ASCVD on the basis of the essential role of healthy dietary pattern and lifestyles: "Healthy Diet and Healthy Lifestyles to Help Your Life and Save Your Lives". We also propose an acronym of the modifiable risk factors/enhancers and relevant strategies to facilitate memory: " ABC2D2EFG-I'M2 ACE": Adiposity, Blood pressure, Cholesterol and Cigarette smoking, Diabetes mellitus and Dietary pattern, Exercise, Frailty, Gout/hyperuricemia, Inflammation/infection, Metabolic syndrome and Metabolic dysfunction-associated fatty liver disease, Atmosphere (environment), Chronic kidney disease, and Easy life (sleep well and no stress). Some imaging studies can be risk enhancers. Some risk factors/clinical conditions are deemed to be preventable, and healthy dietary pattern, physical activity, and body weight control remain the cornerstone of the preventive strategy.

3.
Acta Cardiol Sin ; 39(4): 511-543, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37456934

RESUMEN

Cardiac amyloidosis is one form of systemic amyloidosis caused by abnormal amyloid fibrils deposited in the extracellular space of the myocardium causing heart failure because of restrictive cardiomyopathy and conduction disturbances. The incidence and prevalence of cardiac amyloidosis are higher than previously noted, particularly among special populations. The most common forms of cardiac amyloidosis are light chain and transthyretin amyloid cardiomyopathy. Even though more than 70% of patients with systemic amyloidosis have cardiac amyloidosis, the diagnosis is often delayed, suggesting significant gaps in the knowledge of cardiac amyloidosis and a lack of multidisciplinary teamwork in our daily practice. The Taiwan Society of Cardiology Heart Failure Committee organized experts to draft the "Expert Consensus on the diagnosis and treatment of cardiac amyloidosis." This statement aims to help clinicians and healthcare professionals improve early diagnosis and management of cardiac amyloidosis in Taiwan. The expert panel met virtually to review the data and discuss the consensus statements. Our review provided practical information about diagnostic methods and algorithms, clinical clues and red-flag signs, cardiac amyloidosis per se and its comorbidities treatment modalities, and follow-up plans for asymptomatic transthyretin gene carriers. We especially innovate two acronyms, "HFpEF MUTED CALL" and "HFmrEF MUST COUNT", to help in the early diagnosis and screening of transthyretin amyloid cardiomyopathy as shown in the Central Illustration.

4.
Pacing Clin Electrophysiol ; 45(1): 157-159, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34679213

RESUMEN

Smartwatch allows easy detection of arrhythmia. Such an approach is widely used for detecting atrial fibrillation. However, there has been no consensus on the diagnostic power of smartwatch-detected supraventricular tachycardia (SVT). We reported three patients of SVT presenting with infrequent palpitations. Their SVTs were not documented with single-lead or standard ECG in hospital before, but only recorded by the single-lead ECG on smartwatches. Electrophysiological studies confirmed the mechanisms of these SVTs and led to successful catheter ablations. In conclusion, in patients with recurrent symptomatic tachycardia and a smartwatch-detected SVT, an electrophysiological study is indicated rather than to wait for a standard ECG for clinical decision. This approach might prevent the delay for successful treatment.


Asunto(s)
Ablación por Catéter , Taquicardia Supraventricular/diagnóstico , Taquicardia Supraventricular/cirugía , Dispositivos Electrónicos Vestibles , Diagnóstico Diferencial , Electrocardiografía , Femenino , Humanos , Persona de Mediana Edad
6.
Chin J Physiol ; 61(1): 25-34, 2018 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-29374956

RESUMEN

Sterile alpha motif (SAM)- and leucine-zipper-containing kinase (ZAK) plays a role in the regulation of cell cycle progression and oncogenic transformation. The ZAK gene generates two transcript variants, ZAKα and ZAKß, through alternative splicing. In this study, we identified that ZAKα proteins were upregulated in tumor tissues, whereas ZAKß proteins were mostly expressed in corresponding normal tissues. The ectopically expressed ZAKß proteins in cancer cells inhibited cancer cell proliferation as well as anchorage-independent growth. The ZAKß:ZAKα protein ratio played a role in the regulation of the cyclic adenosine monophosphate (cAMP) signaling pathway, whereas high ZAKß protein levels led to the activation of cAMP response element binding protein 1 (CREB1) and exerted antitumor properties. Overexpression of ZAKß or CREB1 cDNAs in cancer cells inhibited anchorage-independent growth and also reduced the levels of cyclooxygenase 2 (Cox2) and ß-catenin proteins. Cancer cells treated with doxorubicin (Doxo) resulted in the switching from the expression of ZAKα to ZAKß and also inhibited cancer cell growth in soft agar, demonstrating that pharmacological drugs could be used to manipulate endogenous reprogramming splicing events and resulting in the activation of endogenous antitumorigenic properties. We showed that the two ZAK transcript variants, ZAKα and ZAKß, had opposite biological functions in the regulation of tumor cell proliferation in that ZAKß had powerful antitumor properties and that ZAKα could promote tumor growth.


Asunto(s)
Neoplasias/prevención & control , Proteínas Quinasas/fisiología , Empalme Alternativo , Línea Celular Tumoral , Proliferación Celular , AMP Cíclico/fisiología , Proteína de Unión a Elemento de Respuesta al AMP Cíclico/fisiología , Doxorrubicina/farmacología , Humanos , Quinasas Quinasa Quinasa PAM , Neoplasias/patología , Isoformas de Proteínas , Proteínas Quinasas/genética , Transducción de Señal
7.
Circ Res ; 116(7): 1157-69, 2015 Mar 27.
Artículo en Inglés | MEDLINE | ID: mdl-25623956

RESUMEN

RATIONALE: In atherosclerotic lesions, synthetic smooth muscle cells (sSMCs) induce aberrant microRNA (miR) profiles in endothelial cells (ECs) under flow stagnation. Increase in shear stress induces favorable miR modulation to mitigate sSMC-induced inflammation. OBJECTIVE: To address the role of miRs in sSMC-induced EC inflammation and its inhibition by shear stress. METHODS AND RESULTS: Coculturing ECs with sSMCs under static condition causes initial increases of 4 anti-inflammatory miRs (146a/708/451/98) in ECs followed by decreases below basal levels at 7 days; the increases for miR-146a/708 peaked at 24 hours and those for miR-451/98 lasted for only 6 to 12 hours. Shear stress (12 dynes/cm(2)) to cocultured ECs for 24 hours augments these 4 miR expressions. In vivo, these 4 miRs are highly expressed in neointimal ECs in injured arteries under physiological levels of flow, but not expressed under flow stagnation. MiR-146a, miR-708, miR-451, and miR-98 target interleukin-1 receptor-associated kinase, inhibitor of nuclear factor-κB kinase subunit-γ, interleukin-6 receptor, and conserved helix-loop-helix ubiquitous kinase, respectively, to inhibit nuclear factor-κB signaling, which exerts negative feedback control on the biogenesis of these miRs. Nuclear factor-E2-related factor (Nrf)-2 is critical for shear-induction of miR-146a in cocultured ECs. Silencing either Nrf-2 or miR-146a led to increased neointima formation of injured rat carotid artery under physiological levels of flow. Overexpressing miR-146a inhibits neointima formation of rat or mouse carotid artery induced by injury or flow cessation. CONCLUSIONS: Nrf-2-mediated miR-146a expression is augmented by atheroprotective shear stress in ECs adjacent to sSMCs to inhibit neointima formation of injured arteries.


Asunto(s)
Aterosclerosis/prevención & control , Citocinas/biosíntesis , Células Endoteliales/fisiología , Endotelio Vascular/fisiopatología , Hemorreología , Inflamación/genética , MicroARNs/fisiología , Músculo Liso Vascular/fisiopatología , Miocitos del Músculo Liso/fisiología , Neointima/genética , Interferencia de ARN , Animales , Aorta , Aterosclerosis/genética , Traumatismos de las Arterias Carótidas/genética , Traumatismos de las Arterias Carótidas/patología , Comunicación Celular , Células Cultivadas , Técnicas de Cocultivo , Cricetinae , Citocinas/genética , Femenino , Regulación de la Expresión Génica , Integrinas/fisiología , Masculino , Ratones , Ratones Endogámicos , Factor 2 Relacionado con NF-E2/fisiología , FN-kappa B/metabolismo , Neointima/metabolismo , Ratas , Ratas Sprague-Dawley
8.
Chin J Physiol ; 60(5): 267-274, 2017 Oct 31.
Artículo en Inglés | MEDLINE | ID: mdl-28950690

RESUMEN

Curcumin, a popular yellow pigment of the dietary spice turmeric, has been reported to inhibit cell growth and to induce apoptosis in a wide variety of cancer cells. Although numerous studies have investigated anticancer effects of curcumin, the precise molecular mechanism of action remains unidentified. Whereas curcumin mediates cell survival and apoptosis through mitogen-activated protein kinase (MAPK) and nuclear factor-kappa B (NF-κB) signaling cascades, its impact on the upstream regulation of MAPK is unclear. The leucine-zipper and sterile-α motif kinase alpha (ZAKα), a mitogen-activated protein kinase kinase kinase (MAP3K), activates the c-Jun N-terminal kinase (JNK) and NF-κB pathway. This paper investigated the prospective involvement of ZAKα in curcumin-induced effects on cancer cells. Our results suggest that the antitumor activity of curcumin is mediated via a mechanism involving inhibition of ZAKα activity.


Asunto(s)
Antineoplásicos/farmacología , Apoptosis/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Curcumina/farmacología , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Quinasas/fisiología , Ciclo Celular/efectos de los fármacos , Línea Celular Tumoral , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/análisis , Inhibidor p27 de las Quinasas Dependientes de la Ciclina/análisis , Humanos , Quinasas Quinasa Quinasa PAM
9.
Proc Natl Acad Sci U S A ; 109(20): 7770-5, 2012 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-22550179

RESUMEN

Vascular endothelial cells (ECs) are constantly exposed to blood flow-induced shear stress, but the mechanism of force-specific activation of their signaling to modulate cellular function remains unclear. We have demonstrated that bone morphogenetic protein receptor (BMPR)-specific Smad1/5 can be force-specifically activated by oscillatory shear stress (OSS) in ECs to cause cell cycle progression. Smad1/5 is highly activated in ECs of atherosclerotic lesions in diseased human coronary arteries from patients with end-stage heart failure undergoing heart transplantation and from apolipoprotein E-deficient mice. Application of OSS (0.5 ± 4 dyn/cm(2)) causes the sustained activation of Smad1/5 in ECs through activations of mammalian target of rapamycin and p70S6 kinase, leading to up-regulation of cyclin A and down-regulations of p21(CIP1) and p27(KIP1) and, hence, EC cycle progression. En face examination of rat aortas reveals high levels of phospho-Smad1/5 in ECs of the inner, but not the outer, curvature of aortic arch, nor the straight segment of thoracic aorta [corrected]. Immunohistochemical and en face examinations of the experimentally stenosed abdominal aorta in rats show high levels of phospho-Smad1/5 in ECs at poststenotic sites, where OSS occurs. These OSS activations of EC Smad1/5 in vitro and in vivo are not inhibited by the BMP-specific antagonist Noggin and, hence, are independent of BMP ligand. Transfecting ECs with Smad1/5-specific small interfering RNAs inhibits the OSS-induced EC cycle progression. Our findings demonstrate the force-specificity of the activation of Smad1/5 and its contribution to cell cycle progression in ECs induced by disturbed flow.


Asunto(s)
Aterosclerosis/fisiopatología , Ciclo Celular/fisiología , Células Endoteliales/fisiología , Regulación de la Expresión Génica/fisiología , Flujo Sanguíneo Regional/fisiología , Proteína Smad1/metabolismo , Estrés Mecánico , Animales , Aorta Abdominal/citología , Aorta Abdominal/patología , Apolipoproteínas E/genética , Fenómenos Biomecánicos , Vasos Coronarios/citología , Vasos Coronarios/patología , Ciclina A/metabolismo , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/metabolismo , Inhibidor p27 de las Quinasas Dependientes de la Ciclina/metabolismo , Humanos , Inmunohistoquímica , Ratones , Ratones Noqueados , Ratas , Proteínas Quinasas S6 Ribosómicas 70-kDa/metabolismo , Serina-Treonina Quinasas TOR/metabolismo , Taiwán
10.
Acta Cardiol Sin ; 31(4): 358-60, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-27122893

RESUMEN

UNLABELLED: A 59 year-old previously healthy male was admitted to the hospital with fever reportedly several days in duration. His physical examination was unremarkable at first. Pneumonia was initially diagnosed, but acute pulmonary edema with a new grade III to and fro murmur developed 1 week later. Transesophageal echocardiography (TEE) disclosed a pseudoaneurysm of the mitral-aortic intervalvular fibrosa (P-MAIVF). Subsequent consultation with a cardiovascular surgeon resulted in a repaired aorta with otherwise uneventful results. P-MAIVF is a very rare complication of prosthetic aortic valve (AV) infective endocarditis, and even in native AV. Therefore a careful and through physical examination of patients and early TEE examination are essential in this rare complication of infective endocarditis. KEY WORDS: Echocardiography; Infective endocarditis; Mitral-aortic intervalvular fibrosa; Pseudoaneurysm.

11.
J Biomed Sci ; 21: 67, 2014 Aug 05.
Artículo en Inglés | MEDLINE | ID: mdl-25091805

RESUMEN

BACKGROUND: The DEP domain is a globular domain containing approximately 90 amino acids, which was first discovered in 3 proteins: Drosophila disheveled, Caenorhabditis elegans EGL-10, and mammalian Pleckstrin; hence the term, DEP. DEPDC1B is categorized as a potential Rho GTPase-activating protein. The function of the DEP domain in signal transduction pathways is not fully understood. The DEPDC1B protein exhibits the characteristic features of a signaling protein, and contains 2 conserved domains (DEP and RhoGAP) that are involved in Rho GTPase signaling. Small GTPases, such as Rac, CDC42, and Rho, regulate a multitude of cell events, including cell motility, growth, differentiation, cytoskeletal reorganization and cell cycle progression. RESULTS: In this study, we found that it was a guanine nucleotide exchange factor and induced both cell migration in a cultured embryonic fibroblast cell line and cell invasion in cancer cell lines; moreover, it was observed to promote anchorage-independent growth in oral cancer cells. We also demonstrated that DEPDC1B plays a role in regulating Rac1 translocated onto cell membranes, suggesting that DEPDC1B exerts a biological function by regulating Rac1. We examined oral cancer tissue; 6 out of 7 oral cancer tissue test samples overexpressed DEPDC1B proteins, compared with normal adjacent tissue. CONCLUSIONS: DEPDC1B was a guanine nucleotide exchange factor and induced both cell migration in a cultured embryonic fibroblast cell line and cell invasion in cancer cell lines; moreover, it was observed to promote anchorage-independent growth in oral cancer cells. We also demonstrated that DEPDC1B exerts a biological function by regulating Rac1. We found that oral cancer samples overexpressed DEPDC1B proteins, compared with normal adjacent tissue. Suggest that DEPDC1B plays a role in the development of oral cancer. We revealed that proliferation was linked to a novel DEPDC1B-Rac1-ERK1/2 signaling axis in oral cancer cell lines.


Asunto(s)
Proteínas de Ciclo Celular/biosíntesis , Proliferación Celular , Proteínas Activadoras de GTPasa/metabolismo , Regulación Neoplásica de la Expresión Génica , Sistema de Señalización de MAP Quinasas , Proteína Quinasa 1 Activada por Mitógenos/metabolismo , Proteína Quinasa 3 Activada por Mitógenos/metabolismo , Neoplasias de la Boca/metabolismo , Proteínas de Neoplasias/metabolismo , Proteína de Unión al GTP rac1/metabolismo , Proteínas de Ciclo Celular/genética , Línea Celular Tumoral , Femenino , Proteínas Activadoras de GTPasa/genética , Humanos , Masculino , Proteína Quinasa 1 Activada por Mitógenos/genética , Proteína Quinasa 3 Activada por Mitógenos/genética , Neoplasias de la Boca/genética , Neoplasias de la Boca/patología , Transporte de Proteínas/genética , Proteína de Unión al GTP rac1/genética
12.
World J Gastroenterol ; 30(6): 542-555, 2024 Feb 14.
Artículo en Inglés | MEDLINE | ID: mdl-38463023

RESUMEN

BACKGROUND: Lymphovascular invasion (LVI) and perineural invasion (PNI) are important prognostic factors for gastric cancer (GC) that indicate an increased risk of metastasis and poor outcomes. Accurate preoperative prediction of LVI/PNI status could help clinicians identify high-risk patients and guide treatment decisions. However, prior models using conventional computed tomography (CT) images to predict LVI or PNI separately have had limited accuracy. Spectral CT provides quantitative enhancement parameters that may better capture tumor invasion. We hypothesized that a predictive model combining clinical and spectral CT parameters would accurately preoperatively predict LVI/PNI status in GC patients. AIM: To develop and test a machine learning model that fuses spectral CT parameters and clinical indicators to predict LVI/PNI status accurately. METHODS: This study used a retrospective dataset involving 257 GC patients (training cohort, n = 172; validation cohort, n = 85). First, several clinical indicators, including serum tumor markers, CT-TN stages and CT-detected extramural vein invasion (CT-EMVI), were extracted, as were quantitative spectral CT parameters from the delineated tumor regions. Next, a two-step feature selection approach using correlation-based methods and information gain ranking inside a 10-fold cross-validation loop was utilized to select informative clinical and spectral CT parameters. A logistic regression (LR)-based nomogram model was subsequently constructed to predict LVI/PNI status, and its performance was evaluated using the area under the receiver operating characteristic curve (AUC). RESULTS: In both the training and validation cohorts, CT T3-4 stage, CT-N positive status, and CT-EMVI positive status are more prevalent in the LVI/PNI-positive group and these differences are statistically significant (P < 0.05). LR analysis of the training group showed preoperative CT-T stage, CT-EMVI, single-energy CT values of 70 keV of venous phase (VP-70 keV), and the ratio of standardized iodine concentration of equilibrium phase (EP-NIC) were independent influencing factors. The AUCs of VP-70 keV and EP-NIC were 0.888 and 0.824, respectively, which were slightly greater than those of CT-T and CT-EMVI (AUC = 0.793, 0.762). The nomogram combining CT-T stage, CT-EMVI, VP-70 keV and EP-NIC yielded AUCs of 0.918 (0.866-0.954) and 0.874 (0.784-0.936) in the training and validation cohorts, which are significantly higher than using each of single independent factors (P < 0.05). CONCLUSION: The study found that using portal venous and EP spectral CT parameters allows effective preoperative detection of LVI/PNI in GC, with accuracy boosted by integrating clinical markers.


Asunto(s)
Neoplasias Gástricas , Humanos , Estudios Retrospectivos , Pronóstico , Neoplasias Gástricas/diagnóstico por imagen , Neoplasias Gástricas/cirugía , Neoplasias Gástricas/patología , Tomografía Computarizada por Rayos X/métodos , Aprendizaje Automático
13.
Int J Biomed Imaging ; 2024: 6114826, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38706878

RESUMEN

A challenge in accurately identifying and classifying left ventricular hypertrophy (LVH) is distinguishing it from hypertrophic cardiomyopathy (HCM) and Fabry disease. The reliance on imaging techniques often requires the expertise of multiple specialists, including cardiologists, radiologists, and geneticists. This variability in the interpretation and classification of LVH leads to inconsistent diagnoses. LVH, HCM, and Fabry cardiomyopathy can be differentiated using T1 mapping on cardiac magnetic resonance imaging (MRI). However, differentiation between HCM and Fabry cardiomyopathy using echocardiography or MRI cine images is challenging for cardiologists. Our proposed system named the MRI short-axis view left ventricular hypertrophy classifier (MSLVHC) is a high-accuracy standardized imaging classification model developed using AI and trained on MRI short-axis (SAX) view cine images to distinguish between HCM and Fabry disease. The model achieved impressive performance, with an F1-score of 0.846, an accuracy of 0.909, and an AUC of 0.914 when tested on the Taipei Veterans General Hospital (TVGH) dataset. Additionally, a single-blinding study and external testing using data from the Taichung Veterans General Hospital (TCVGH) demonstrated the reliability and effectiveness of the model, achieving an F1-score of 0.727, an accuracy of 0.806, and an AUC of 0.918, demonstrating the model's reliability and usefulness. This AI model holds promise as a valuable tool for assisting specialists in diagnosing LVH diseases.

14.
Digit Health ; 9: 20552076231207589, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37915794

RESUMEN

Objectives: This study mainly uses machine learning (ML) to make predictions by inputting features during training and inference. The method of feature selection is an important factor affecting the accuracy of ML models, and the process includes data extraction, which is the collection of all data required for ML. It also needs to import the concept of feature engineering, namely, this study needs to label the raw data of the cardiac ultrasound dataset with one or more meaningful and informative labels so that the ML model can learn from it and predict more accurate target values. Therefore, this study will enhance the strategies of feature selection methods from the raw dataset, as well as the issue of data scrubbing. Methods: In this study, the ultrasound dataset was cleaned and critical features were selected through data standardization, normalization, and missing features imputation in the field of feature engineering. The aim of data scrubbing was to retain and select critical features of the echocardiogram dataset while making the prediction of the ML algorithm more accurate. Results: This paper mainly utilizes commonly used methods in feature engineering and finally selects four important feature values. With the ML algorithms available on the Azure platform, namely, Random Forest and CatBoost, a Voting Ensemble method is used as the training algorithm, and this study also uses visual tools to gain a clearer understanding of the raw data and to improve the accuracy of the predictive model. Conclusion: This paper emphasizes feature engineering, specifically on the cleaning and analysis of missing values in the raw dataset of echocardiography and the identification of important critical features in the raw dataset. The Azure platform is used to predict patients with a history of heart disease (individuals who have been under surveillance in the past three years and those who haven't). Through data scrubbing and preprocessing methods in feature engineering, the model can more accurately predict the future occurrence of heart disease in patients.

15.
JACC Case Rep ; 18: 101911, 2023 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-37545672

RESUMEN

Whether patients diagnosed with mitral regurgitation of Carpentier class IIIa (rheumatic origin) can possibly be treated with balloon mitral commissurotomy followed by transcatheter edge-to-edge repair remains unclear. Here, we report on such a case who was successfully treated with balloon mitral commissurotomy and then transcatheter edge-to-edge repair without aggravating mitral stenosis. (Level of Difficulty: Intermediate.).

16.
J Atheroscler Thromb ; 30(9): 1123-1131, 2023 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-36418110

RESUMEN

AIMS: Proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitor is a powerful low density lipoprotein cholesterol (LDL-C)-lowering therapy, but this drug is expensive. This study aimed to describe the real-world treatment conditions in patients initiating PCSK9 inhibitor in Taiwan. METHODS: This was a multicenter, retrospective, and observational study. The clinical characteristics, baseline lipid-lowering therapy, and changes in the lipid profile of patients receiving PCSK9 inhibitor treatment were obtained from 11 major teaching hospitals in Taiwan. RESULTS: A total of 296 patients (age 57±13 years, male 73%) who received PCSK9 inhibitor treatments (73.3% alirocumab and 26.7% evolocumab) from 2017 to 2021 were included. Among the patients, 62.8% had history of coronary artery disease, and 27.7% had myocardial infarction. High intensity statin (HIS) monotherapy or HIS+ezetimibe treatment was used in 32.5% when initiating PCSK9 inhibitor treatment. Among alirocumab users, 21.2% received 75 mg every 3 to 4 weeks, whereas among evolocumab users, 8.9% received 140 mg every 3 to 4 weeks. Almost all the non-standard-dosing PCSK9 inhibitors were paid by the patients themselves but were not reimbursed by the Taiwan National Health Insurance. Overall, the LDL-C levels at baseline and 12 weeks after treatment were 147.4±67.4 and 69.7±58.2 mg/dL (p<0.01), corresponding to a 49.6%±31.8% LDL-C reduction. CONCLUSIONS: In the real-world practice in Taiwan, the LDL-C reduction efficacy of PCSK9 inhibitors was slightly lower than that reported in the clinical trials. The use of non-standard-dosing PCSK9 inhibitors was not uncommon in Taiwan.


Asunto(s)
Inhibidores de Hidroximetilglutaril-CoA Reductasas , Proproteína Convertasa 9 , Humanos , Masculino , Adulto , Persona de Mediana Edad , Anciano , LDL-Colesterol , Anticuerpos Monoclonales/uso terapéutico , Estudios Retrospectivos , Taiwán/epidemiología , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Subtilisinas
17.
Addict Biol ; 17(5): 865-74, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-21070510

RESUMEN

Previous studies on acetaldehyde dehydrogenase 2 (ALDH2) focused on drinking behavior or alcoholism because the ALDH2*2 allele protects against the risk of developing alcoholism. The mechanism provides that the ALDH2 gene's protective effect is also involved in dopamine metabolism. The interaction of the ALDH2 gene with neurotransmitters, such as dopamine, is suggested to be related to alcoholism. Because alcoholism is often co-morbid with antisocial personality disorder (ASPD), previous association studies on antisocial alcoholism cannot differentiate whether those genes relate to ASPD with alcoholism or ASPD only. This study examined the influence of the interaction effect of the ALDH2*1*1, *1*2 or *2*2 polymorphisms with the dopamine 2 receptor (DRD2) Taq I polymorphism on ASPD. Our 541 Han Chinese male participants were classified into three groups: antisocial alcoholism (ASPD co-morbid with alcohol dependence, antisocial ALC; n = 133), ASPD without alcoholism (ASPD not co-morbid with alcohol dependence, antisocial non-ALC; n = 164) and community controls (healthy volunteers from the community; n = 244). Compared with healthy controls, individuals with the DRD2 A1/A1 and the ALDH2*1/*1 genotypes were at a 5.39 times greater risk for antisocial non-ALC than were those with other genotypes. Our results suggest that the DRD2/ANKK1 and ALDH2 genes interacted in the antisocial non-ALC group; a connection neglected in previous studies caused by not separating antisocial ALC from ASPD. Our study made this distinction and showed that these two genes may be associated ASPD without co-morbid alcoholism.


Asunto(s)
Alcoholismo/genética , Aldehído Deshidrogenasa/genética , Trastorno de Personalidad Antisocial/genética , Polimorfismo Genético/genética , Proteínas Serina-Treonina Quinasas/genética , Receptores de Dopamina D2/genética , Adulto , Aldehído Deshidrogenasa Mitocondrial , Pueblo Asiatico/genética , Frecuencia de los Genes , Genotipo , Humanos , Masculino , Factores de Riesgo
18.
Front Cardiovasc Med ; 9: 911649, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35811711

RESUMEN

Background: Genetic variants could be identified in subjects with idiopathic and heritable pulmonary arterial hypertension (PAH). The 6th World Symposium on Pulmonary Hypertension (WSPH) provided a list of genes with evidence of association with PAH. However, reports using whole exome sequencing (WES) from southeastern Asian PAH cohorts were scarce. Methods: Subjects with idiopathic and heritable PAH (N = 45) from two medical centers in central Taiwan were screened for PAH related gene variants. The genomic DNA was prepared from peripheral blood lymphocytes. We performed WES for all patients enrolled in this study. All identified gene variants were validated by polymerase-chain reaction and Sanger sequencing. The clinical and hemodynamic data were compared between bone morphogenetic protein receptor type-2 (BMPR2) gene variants carriers vs. non-carriers. Results: Eight patients (8/45 = 17.8%) was identified carrying BMPR2 gene variants and 8 patients (8/45 = 17.8%) had other WSPH-listed PAH-related gene variants (1 with ACVRL1, 1 with ENG, 1 with SMAD9, 1 with SMAD1, 1 with ATP13A3 and 3 with AQP1). In addition, a total of 14 non-WSPH-listed PAH-related genetic variant sites (ABCC8, NOTCH1, NOTCH2, NOTCH3, JAG1, BMP10, GGCX, FBLN2, ABCA3 and PTGIS) were found in this PAH cohort. Subjects carrying BMPR2 gene variant (N = 8) were younger at diagnosis of PAH (30 ± 11 vs 49 ± 13 years, p = 0.001) than the non-carrier group (N = 37). BMPR2 variant carriers had a trend toward having higher mean pulmonary arterial pressure (PAP) (61 ± 19 vs. 51 ± 13 mmHg, p = 0.076) than the non-carriers upon initial diagnosis. Pulmonary vascular resistance, right atrial pressure, cardiac output, as well as functional class were similar between BMPR2 variant carriers and non-carriers at initial diagnosis. Conclusions: We identified 17.8% of patients with BMPR2 gene variants and 17.8% subjects with other 6th WSPH-listed PAH-related gene variants in a Taiwanese idiopathic and heritable PAH cohort. PAH patients carrying BMPR2 variants presented at a younger age with a trend toward having higher mean PAP at initial diagnosis.

19.
Front Cardiovasc Med ; 9: 994662, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36172582

RESUMEN

Background: Familial hypercholesterolemia (FH) is a common genetic disorder with markedly increased risk of coronary artery diseases (CAD), especially acute myocardial infarction (AMI). However, genetic tests for FH are not always necessary in the current diagnostic criteria of FH, which might lead to underestimation of the prevalence of FH and a lack of awareness of FH-associated CAD and AMI. We aimed to explore the prevalence of genetically defined FH in the hospital-based population and to determine the impact of FH risk variants on CAD and AMI. Methods: The study participants were recruited between June 24, 2019 and May 12, 2021, at a medical center in Taiwan, in cooperation with the Taiwan Precision Medicine Initiative (TPMI) project. The prevalence of FH was calculated and the effects of FH pathogenic variants on CAD and AMI were analyzed by logistic regression models and shown as ORs and 95% CI. Results: The prevalence of genetically defined FH was 1.13% in the hospital-based population in Taiwan. Highest LDL and total cholesterol levels were observed in patients with LDLR rs28942084 (LDL 219.4±55.2; total cholesterol 295.8±55.4). There was an approximately 4-fold increased risk of hyperlipidemia in subjects with the LDLR rs769446356 polymorphism (OR, 4.42; 95% CI, 1.92-10.19) and AMI in individuals with the LDLR rs730882109 polymorphism (OR, 3.79; 95% CI, 2.26-6.35), and a 2-fold increased risk of CAD in those with the LDLR rs749038326 polymorphism (OR, 2.14; 95% CI, 1.31-3.50), compared with the groups without pathogenic variants of FH. Conclusions: The prevalence of genetically defined FH was 1.13% in the hospital-based population in Taiwan, which was higher than the rate observed in individuals with clinically defined FH. The risk of CAD and AMI was increased to varying degrees in subjects with different FH risk alleles. Close monitoring and risk stratification strategy are essential in high-risk patients with FH risk alleles to facilitate early detection and treatments.

20.
Front Cardiovasc Med ; 8: 731427, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34977167

RESUMEN

Background: Transcatheter aortic valve replacement (TAVR) is indicated for treating symptomatic severe aortic valve stenosis (AS) with intermediate-to-high surgical risks. Few reports are available on managing leaflet thrombosis after TAVR with worsening heart failure. Case Summary: A 77-year-old man with severe AS and coronary artery disease (CAD) received a successful TAVR with Edwards Sapien 3 valve. A year later, the patient developed a worsening heart failure with pulmonary edema, new-onset atrial fibrillation (Af), an increase in mean trans-aortic valve pressure gradient to 48 mmHg, worsening mitral regurgitation (MR), and pulmonary hypertension (PH). The response of the patient to intravenous diuretics and inotropic treatments was poor. Multi-slice CT (MDCT) revealed hypo-attenuated thrombus and thickened transcatheter heart valve leaflets. A non-vitamin K antagonist oral anti-coagulant (NOAC) was added to treat the new-onset Af and leaflet thrombosis on top of the con-current single antiplatelet for CAD. A series of follow-up echocardiograms showed a progressive decrease in trans-aortic valve pressure gradient to 17 mmHg and reductions in MR and PH. Three months after the NOAC treatment, MDCT revealed the resolution of hypo-attenuated thrombus and thickened leaflets. Symptoms of heart failure were also improved gradually. Discussion: Worsening heart failure or an increase in trans-aortic valve pressure gradient after TAVR warranted further MDCT studies. Leaflet thrombosis can be resolved after using NOAC as in our present case.

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