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1.
Turk J Ophthalmol ; 54(2): 76-82, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38645465

RESUMO

Objectives: This study aimed to investigate serum atherogenic indices as novel cardiovascular risk factors associated with retinal vein occlusion (RVO). Materials and Methods: This retrospective case-control study included 57 patients with newly diagnosed RVO whose plasma lipid profile (low-density lipoprotein cholesterol [LDL-C], high-density lipoprotein cholesterol [HDL-C], total cholesterol [TC], and triglycerides [TG]) and insulin resistance were examined. Serum atherogenic indices (LDL-C/HDL-C, TC/HDL-C, TG/HDL-C, and non-HDL-C/HDL-C ratios) and presence of insulin resistance were compared between the patients and 63 healthy subjects. Cut-off values were determined by receiver operating characteristic curve analysis. Results: The mean age of the RVO patients was 63.7±9.4 years. Plasma levels of LDL-C, HDL-C, TC, and TG showed no significant difference between the patient and control groups (p>0.05). However, LDL-C/HDL-C, non-HDL-C/HDL-C, and TC/HDL-C ratios were higher in the RVO group compared to healthy subjects (p=0.015, p=0.036, and p=0.015, respectively). Fasting insulin concentrations, plasma insulin, and homeostasis model assessment of insulin resistance (HOMA-IR) index were higher in the RVO patients compared to controls (p=0.003, p=0.001, and p=0.001, respectively). Conclusion: LDL-C/HDL-C, TC/HDL-C, and non-HDL-C/HDL-C ratios were found to be increased in RVO. Compared to the traditional plasma lipid profile, serum atherogenic indices were found to be superior predictors of RVO development. Measurement of HOMA-IR index should be taken into consideration in the evaluation of insulin resistance. High serum atherogenic indexes in RVO patients reveal the need to take precautions against the risk of cardiovascular disease and stroke.


Assuntos
Resistência à Insulina , Oclusão da Veia Retiniana , Humanos , Resistência à Insulina/fisiologia , Oclusão da Veia Retiniana/sangue , Oclusão da Veia Retiniana/diagnóstico , Masculino , Feminino , Estudos Retrospectivos , Pessoa de Meia-Idade , Estudos de Casos e Controles , Aterosclerose/sangue , Aterosclerose/diagnóstico , Fatores de Risco , Biomarcadores/sangue , Idoso , Curva ROC , Lipídeos/sangue , Triglicerídeos/sangue
2.
Indian Heart J ; 76 Suppl 1: S121-S129, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38599726

RESUMO

This review article describes the pathophysiological mechanisms linking Apolipoprotein B (Apo-B) and atherosclerosis, summarizes the existing evidence on Apo B as a predictor of atherosclerotic cardiovascular disease and recommendations of (inter)national treatment guidelines regarding Apo B in dyslipidemia management. A single Apo B molecule is present in every particle of very low-density lipoprotein, intermediate density lipoprotein, low density lipoprotein, and lipoprotein(a). This unique single Apo B per particle ratio makes plasma Apo B concentration a direct measure of the number of circulating atherogenic lipoproteins. This review of global evidence on Apo B as a biomarker for atherosclerosis confirms that Apo B is a single atherogenic lipid marker present in all lipids sub-fractions except HDL-C, and thus, Apo B integrates and extends the information from triglycerides and cholesterol, which could simplify and improve care for atherosclerotic cardiovascular disease.


Assuntos
Aterosclerose , Biomarcadores , Humanos , Apolipoproteínas B , Aterosclerose/diagnóstico , Doenças Cardiovasculares/diagnóstico , HDL-Colesterol , Triglicerídeos
3.
Korean J Gastroenterol ; 83(4): 143-149, 2024 Apr 25.
Artigo em Inglês | MEDLINE | ID: mdl-38659250

RESUMO

Background/Aims: Colorectal adenomas are precancerous lesions that may lead to colorectal cancer. Recent studies have shown that colorectal adenomas are associated with atherosclerosis. The cardio-ankle vascular index (CAVI) and ankle-brachial index (ABI) are noninvasive methods for evaluating atherosclerosis. This study examined the association between atherosclerosis and high-risk colorectal adenomas based on the CAVI and ABI. Methods: The data of patients aged ≥50 years who had a colonoscopy and CAVI and ABI measurements from August 2015 to December 2021 at the Kangwon National University Hospital were analyzed retrospectively. After the colonoscopy, subjects were divided into no, overall, and high-risk (size ≥1 cm, high-grade dysplasia or villous adenoma, three or more adenomas) adenoma groups based on the pathology findings. The data were subjected to univariate and multivariate logistic regression analyses. Results: Among the 1,164 subjects, adenomas and high-risk adenomas were found in 613 (52.6%) and 118 (10.1%) patients, respectively. The rate of positive ABI (<0.9) and positive CAVI (≥9.0) were significantly higher in the high-risk adenoma group (22.0% and 55.9%) than in the no adenoma (12.3% and 39.6%) and the overall adenoma group (15.7% and 44.0%) (p=0.008 and p=0.006, respectively). Multivariate analysis revealed a positive CAVI and smoking status to be significantly associated with high-risk adenoma with an odds ratio of 1.595 (95% confidence interval 1.055-2.410, p=0.027) and 1.579 (1.072-2.324, p=0.021), respectively. Conclusions: In this study, a significant correlation between positive CAVI and high-risk adenomas was observed. Therefore, CAVI may be a significant predictor for high-risk colorectal adenoma.


Assuntos
Adenoma , Índice Tornozelo-Braço , Aterosclerose , Colonoscopia , Neoplasias Colorretais , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/patologia , Estudos Retrospectivos , Adenoma/diagnóstico , Adenoma/patologia , Idoso , Aterosclerose/diagnóstico , Modelos Logísticos , Razão de Chances , Fatores de Risco , Curva ROC
4.
Diab Vasc Dis Res ; 21(2): 14791641241244658, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38597578

RESUMO

BACKGROUND: The intricate interaction between oxidative stress and atherosclerotic cardiovascular disease (ASCVD) is an essential area of research because of the potential role of oxidative homeostasis in regulating ASCVD risk. This study aimed to investigate the relationship between the oxidative balance score (OBS) and the 10-years risk of ASCVD to gain insight into how oxidative balance affects cardiovascular health. METHODS: This cross-sectional study analyzed National Health and Nutrition Examination Survey (NHANES) 2011-2020 data (40-79 age group), exploring OBS's link to 10-years ASCVD risk. OBS categorized dietary and lifestyle factors. Multivariate logistic regression controlled for age, sex, race, and demographics. A restricted cubic spline examined linear relationships; robustness was ensured through subgroup analyses. RESULTS: Analysis of 4955 participants reveals a negative association between OBS and 10-years ASCVD risk. Continuous OBS adjusted OR: 0.97 (95% CI: 0.95∼0.99, p < .001). Quartile analysis shows reduced risk in Q2 0.88 (95% CI: 0.63∼1.22, p = .43), Q3 0.92 (95% CI: 0.66∼1.28, p = .614), and Q4 0.59 (95% CI: 0.42∼0.83, p = .002) compare Q1. Quartile analysis indicated decreasing risk in higher OBS quartiles. Lifestyle OBS and Dietary OBS demonstrated similar trends. Stratified analyses highlight race and hypertension as effect modifiers (p < .05). CONCLUSION: Our study suggests an association between higher OBS and a reduced 10-years ASCVD risk. However, causation should not be inferred, and in the future, more extensive clinical and fundamental research is required to delve deeper into this association.


Assuntos
Aterosclerose , Doenças Cardiovasculares , Humanos , Inquéritos Nutricionais , Estudos Transversais , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/epidemiologia , Aterosclerose/diagnóstico , Aterosclerose/epidemiologia , Estresse Oxidativo
5.
Sci Rep ; 14(1): 7776, 2024 04 02.
Artigo em Inglês | MEDLINE | ID: mdl-38565613

RESUMO

Atherosclerosis and height loss are each reportedly associated with cardiovascular disease. However, no studies have found an association between atherosclerosis and height loss. A retrospective study of 2435 individuals aged 60-89 years who underwent annual health check-ups was conducted. Atherosclerosis was defined as carotid intima-media thickness (CIMT) ≥ 1.1 mm. Height loss was defined as being in the highest quintile of height decrease per year, as in our previous studies. Among study participants, 555 were diagnosed as having atherosclerosis. Independent of known cardiovascular risk factors, atherosclerosis was positively associated with height loss. The adjusted odds ratio (OR) was 1.46 (95% confidence interval, 1.15, 1.83). Essentially the same associations were observed for men and women. The adjusted OR (95% CI) was 1.43 (1.01, 2.04) for men and 1.46 (1.07, 1.99) for women. Among older individuals, atherosclerosis is associated with height loss. This result can help clarify the mechanism underlying the association between height loss and cardiovascular disease.


Assuntos
Aterosclerose , Doenças Cardiovasculares , Masculino , Humanos , Feminino , Espessura Intima-Media Carotídea , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Estudos Retrospectivos , Fatores de Risco , Aterosclerose/epidemiologia , Aterosclerose/diagnóstico
6.
RMD Open ; 10(2)2024 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-38663882

RESUMO

OBJECTIVES: Cardiovascular comorbidities are common in patients with autoimmune diseases. This study investigates the extent of subclinical atherosclerosis in patients with primary Sjögren's syndrome (pSS). Correlations with clinical factors such as organ involvement (OI) or disease activity were analysed and oxLDL antibodies (oxLDL ab) were measured as potential biomarkers of vascular damage. METHODS: Patients with pSS were consecutively included from the rheumatology outpatient clinic. Age- and sex-matched controls were recruited (2:1 ratio). Data collection was performed by a standardised questionnaire and Doppler ultrasound to evaluate the plaque extent and carotid intima-media thickness (cIMT). Propensity score matching included all cardiovascular risk (CVR) factors and corresponding laboratory markers. RESULTS: Data were available for 299 participants (199 pSS/100 controls), aged 59.4 years (50.6-65.0), 19.1% male. After matching, the pSS cohort had greater cIMT (p<0.001) and plaque extent (OR=1.82; 95% CI 1.14 to 2.95). Subgroup analyses of patients with pSS revealed that OI was associated with increased cIMT (p=0.025) and increased plaque occurrence compared with patients without OI (OR=1.74; 95% CI 1.02 to 3.01). OxLDL ab tended to be lower in patients with plaque (p=0.052). Correlations of higher Oxidized Low Density Lipoprotein (oxLDL) ab with EULAR Sjögren's Syndrome Disease Activity Index (p<0.001) and anti-Sjögren's-syndrome-related antigen A autoantibodies (SSA/Ro antibodies) (p=0.026) were observed. CONCLUSIONS: Subclinical atherosclerosis occurs earlier and more severely in patients with pSS. The difference in cIMT between pSS and controls seems mainly driven by patients with OI, suggesting that this subgroup is particularly at risk. OxLDL ab might protect against atherosclerotic progression in patients with pSS. CVR stratification and preventive medications such as Hydroxymethylglutaryl-CoA (HMG-CoA) reductase inhibitors should be discussed and further longitudinal studies are needed.


Assuntos
Aterosclerose , Biomarcadores , Espessura Intima-Media Carotídea , Lipoproteínas LDL , Síndrome de Sjogren , Humanos , Síndrome de Sjogren/complicações , Síndrome de Sjogren/epidemiologia , Síndrome de Sjogren/imunologia , Síndrome de Sjogren/diagnóstico , Masculino , Pessoa de Meia-Idade , Feminino , Aterosclerose/etiologia , Aterosclerose/epidemiologia , Aterosclerose/diagnóstico , Lipoproteínas LDL/sangue , Idoso , Estudos de Casos e Controles , Autoanticorpos/sangue , Autoanticorpos/imunologia , Fatores de Risco , Placa Aterosclerótica/epidemiologia
7.
PLoS One ; 19(4): e0301912, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38598492

RESUMO

BACKGROUND: Atherosclerosis (AS) is a primary contributor to cardiovascular disease, leading to significant global mortality rates. Developing effective diagnostic indicators and models for AS holds the potential to substantially reduce the fatalities and disabilities associated with cardiovascular disease. Blood sample analysis has emerged as a promising avenue for facilitating diagnosis and assessing disease prognosis. Nonetheless, it lacks an accurate model or tool for AS diagnosis. Hence, the principal objective of this study is to develop a convenient, simple, and accurate model for the early detection of AS. METHODS: We downloaded the expression data of blood samples from GEO databases. By dividing the mean values of housekeeping genes (meanHGs) and applying the comBat function, we aimed to reduce the batch effect. After separating the datasets into training, evaluation, and testing sets, we applied differential expression analyses (DEA) between AS and control samples from the training dataset. Then, a gradient-boosting model was used to evaluate the importance of genes and identify the hub genes. Using different machine learning algorithms, we constructed a prediction model with the highest accuracy in the testing dataset. Finally, we make the machine learning models publicly accessible by shiny app construction. RESULTS: Seven datasets (GSE9874, GSE12288, GSE20129, GSE23746, GSE27034, GSE90074, and GSE202625), including 403 samples with AS and 325 healthy subjects, were obtained by comprehensive searching and filtering by specific requirements. The batch effect was successfully removed by dividing the meanHGs and applying the comBat function. 331 genes were found to be related to atherosclerosis by the DEA analysis between AS and health samples. The top 6 genes with the highest importance values from the gradient boosting model were identified. Out of the seven machine learning algorithms tested, the random forest model exhibited the most impressive performance in the testing datasets, achieving an accuracy exceeding 0.8. While the batch effect reduction analysis in our study could have contributed to the increased accuracy values, our comparison results further highlight the superiority of our model over the genes provided in published studies. This underscores the effectiveness of our approach in delivering superior predictive performance. The machine-learning models were then uploaded to the Shiny app's server, making it easy for users to distinguish AS samples from normal samples. CONCLUSIONS: A prognostic Shiny application, built upon six potential atherosclerosis-associated genes, has been developed, offering an accurate diagnosis of atherosclerosis.


Assuntos
Aterosclerose , Doenças Cardiovasculares , Humanos , Genes Essenciais , Algoritmos , Aterosclerose/diagnóstico , Aterosclerose/genética , Bases de Dados Factuais
8.
Medicine (Baltimore) ; 103(14): e37615, 2024 Apr 05.
Artigo em Inglês | MEDLINE | ID: mdl-38579101

RESUMO

Reducing the south and reinforcing the north method (RSRN) has a positive effect on atherosclerosis disease. However, there is a lack of objective standards based on the quantification of 4 diagnostic methods in evaluating the improvement or effectiveness of the treatment. This study aimed to explore the quantitative evaluation of the therapeutic effect of RSRN on postmenopausal atherosclerosis based on the 4 diagnostic methods. The observational prospective cohort study was conducted at Longhua hospital Shanghai University of traditional Chinese medicine. According to the inclusion criteria, 96 patients (disease group) and 38 healthy cases (control group) were selected, the pulse parameters were compared between the 2 groups to demonstrate the reliability and success of the disease model. Then 4 diagnostic information before and after RSRN treatment were collected and statistical analyzed by 1-way analysis of variance (ANOVA) (with Bonferroni correction). Furthermore, social network analysis was used to analyze the changes of symptoms, tongue, pulse, and complexion characteristics before and after treatment. There was a significant difference in pulse parameters between the disease group and the control group. The pulse parameters t1, h3, h3/h1, h4/h1, S, As, and w values in disease group were higher than those in control group, while the h5, h5/h1, and Ad values were lower than those in control group (P < .05). After the treatment of RSRN, the clinical symptoms of patients were greatly improved. The facial color indexes L, a, b values of the disease group at week 6 were different from those at week 0 (P < .05). The overall brightness and chroma of the patient's facial color were significantly improved. The patients had virtual string pulse at week 0, and mainly string I and string II at week 7. The pulse parameters t1, t5, w, w/t, h1, h5, h3/h1, and h5/h1 values at week 7 were different from those at weeks 0, 1, 2 (P < .05); the tongue image was mainly red and crimson, peeling or greasy fur at week 0, while at weeks 6, 7, mainly light red, or thin white tongue. The RSRN method can regulate the complexion, tongue and pulse condition, clinical symptoms of postmenopausal atherosclerosis.


Assuntos
Aterosclerose , Pós-Menopausa , Humanos , Aterosclerose/diagnóstico , China , Medicina Tradicional Chinesa/métodos , Estudos Prospectivos , Reprodutibilidade dos Testes , Feminino
9.
Cardiovasc Diabetol ; 23(1): 149, 2024 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-38685099

RESUMO

BACKGROUND: The association between the triglyceride glucose (TyG) index and the risk of early-onset atherosclerotic cardiovascular disease (ASCVD) events or all-cause mortality in young and middle-aged people is not fully elucidated. METHODS: The present study included 64,489 young and middle-aged people who participated in the 2006 Kailuan Study physical examination. Multivariate Cox proportional hazards models and restricted cubic spline curves were used to assess the association of TyG index with early-onset ASCVD events and all-cause mortality. RESULTS: During a median of 11-year follow-up, 1984 (3.08%) participants experienced at least one ASCVD event and 1,392 (2.16%) participants experienced all-cause death. A higher TyG index was significantly associated with a higher risk of early-onset ASCVD events (HR: 1.61, 95% CI 1.38-1.89) and all-cause mortality (HR: 1.39, 95% CI 1.17-1.65), respectively. For each unit increase in TyG index, the risk of early-onset ASCVD events increased by 20%. In addition, there was a non-linear association between the TyG index and early-onset ASCVD events (P for non-linear < 0.01), and a linear association between TyG index and all-cause mortality (P for non-linear = 0.476). CONCLUSIONS: A higher TyG index is significantly associated with an increased incidence of early-onset ASCVD events and all-cause mortality in a young and middle-aged population from North China.


Assuntos
Aterosclerose , Biomarcadores , Glicemia , Causas de Morte , Triglicerídeos , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Estudos Prospectivos , Triglicerídeos/sangue , Glicemia/metabolismo , Glicemia/análise , China/epidemiologia , Adulto , Medição de Risco , Biomarcadores/sangue , Fatores de Tempo , Aterosclerose/sangue , Aterosclerose/mortalidade , Aterosclerose/diagnóstico , Aterosclerose/epidemiologia , Prognóstico , Idade de Início , Fatores de Risco , Incidência
10.
G Ital Cardiol (Rome) ; 25(4): 239-251, 2024 Apr.
Artigo em Italiano | MEDLINE | ID: mdl-38526360

RESUMO

Atherosclerosis is a systemic disease that can involve different arterial districts. Traditionally, the focus of cardiologists has been on the diagnosis and treatment of atherosclerotic coronary artery disease (CAD). However, atherosclerosis localization in other districts is increasingly common and is associated with an increased risk of CAD and, more generally, of adverse cardiovascular events. Although the term peripheral arterial disease (PAD) commonly refers to the localization of atherosclerotic disease in the arterial districts of the lower limbs, in this document, in accordance with the European Society of Cardiology guidelines, the term PAD will be used for all the locations of atherosclerotic disease excluding coronary and aortic ones. The aim of this review is to report updated data on PAD epidemiology, with particular attention to the prevalence and its prognostic impact on patients with CAD. Furthermore, the key points for an appropriate diagnostic framework and a correct pharmacological therapeutic approach are summarized, while surgical/interventional treatment goes beyond the scope of this review.


Assuntos
Aterosclerose , Doença da Artéria Coronariana , Doença Arterial Periférica , Humanos , Aterosclerose/complicações , Aterosclerose/diagnóstico , Aterosclerose/epidemiologia , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/epidemiologia , Doença da Artéria Coronariana/terapia , Doença Arterial Periférica/diagnóstico , Doença Arterial Periférica/epidemiologia , Doença Arterial Periférica/terapia , Coração , Aorta
11.
Harefuah ; 163(3): 185-190, 2024 Mar.
Artigo em Hebraico | MEDLINE | ID: mdl-38506362

RESUMO

INTRODUCTION: Lipoprotein(a) [Lp(a)] is composed of 2 major protein components, a low-density lipoprotein (LDL) cholesterol-like particle containing apolipoprotein B (apo B) that is covalently bound to apolipoprotein(a). Its level is predominantly genetically determined, and it is estimated that 20% to 25% of the population have Lp(a) levels that are associated with increased cardiovascular risk. Elevated Lp(a) is related to increased vascular inflammation, calcification, atherogenesis and thrombosis, and is considered an independent and potentially causal risk factor for atherosclerotic cardiovascular diseases and calcified aortic valve stenosis. Recent data demonstrate that Lp(a) testing has the potential to reclassify patients' risk and improve cardiovascular risk prediction, and therefore could inform clinical decision-making regarding risk management. Statins and ezetimibe are ineffective in lowering Lp(a) levels, whereas proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors have a modest effect on Lp(a) reduction. Nevertheless, RNA interference-based therapies with potent Lp(a)-lowering effects are in advanced stages of development, and clinical trials are underway to confirm their benefit in reducing cardiovascular events. This scientific consensus document was developed by a committee that consisted of representatives from the Israeli Society for the Research, Prevention and Treatment of Atherosclerosis, and the Israeli Society for Clinical Laboratory Sciences, in order to create uniformity in Lp(a) measurement methods, indications for testing and reporting of the results, aiming to improve the diagnosis and management of elevated Lp(a) in clinical practice.


Assuntos
Estenose da Valva Aórtica , Valva Aórtica/patologia , Aterosclerose , Calcinose , Pró-Proteína Convertase 9 , Humanos , Israel , Ciência de Laboratório Médico , Aterosclerose/diagnóstico , Aterosclerose/prevenção & controle , Lipoproteína(a)/metabolismo , Fatores de Risco
12.
Med Clin North Am ; 108(3): 419-425, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38548454

RESUMO

Chronic coronary heart disease encompasses a broad spectrum of disorders that range in severity from trivial to imminently life-threatening. The primary care physician encounters coronary disease at all stages. The number of available diagnostic and therapeutic options for evaluating and treating coronary disease is vast, presenting a complex selection strategy challenge when making choices for the individual patient. The primary care physician is responsible to tailor evaluation and management strategies to each individual patient based on his/her particular disease characteristics. There are many categories of diagnostic studies and therapeutic interventions that have been shown at the population level in clinical trials to improve patient outcomes. Blindly applying the findings of all demonstrated studies and therapies to a patient with coronary disease would saddle him/her with an unsustainable burden of diagnostic tests and therapies. The core principle of the approach outlined in this article is to tailor diagnostic and therapeutic choices to the operative pathophysiology that drives a particular patient's disorder. This introductory article is intended to provide a conceptual framework for studying and applying the specialized topics discussed in the articles that follow.


Assuntos
Aterosclerose , Doenças Cardiovasculares , Doença da Artéria Coronariana , Isquemia Miocárdica , Humanos , Feminino , Masculino , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/terapia , Isquemia Miocárdica/diagnóstico , Aterosclerose/diagnóstico , Aterosclerose/terapia , Doença Crônica
13.
Comput Methods Programs Biomed ; 249: 108139, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38554640

RESUMO

BACKGROUND AND OBJECTIVE: Cardiovascular disease is a leading cause of mortality and premature death. Early intervention in asymptomatic individuals through risk assessment can reduce the incidence of disease. Atherosclerosis is a major cause of cardiovascular disease and early detection can effectively prevent and treat it. In this study, we used real patient data to evaluate the risk of atherosclerosis, assisting doctors in diagnosis and reducing the incidence of cardiovascular disease. METHODS: We proposed a multi-stage atherosclerosis risk assessment model that includes three main stages: (i) SMOTE and decorrelation weighting algorithm technology were added to the causal stability middle layer to address class imbalance in the dataset and reduce the impact of feature-induced dataset distribution shifts on model differences. (ii) The feature interaction layer considered possible feature interactions and classified features by different categories. By adding more effective feature information, the accuracy and generalizability of the model were improved. (iii) In the integrated model layer, we chose LightGBM as the decision tree integration model for risk assessment because it has higher accuracy and robustness compared to other machine learning algorithms. RESULTS: The final model used a dataset containing 21 original features and 17 interaction features, achieving excellent performance under a 10-fold cross-validation strategy. The macro accuracy reached 93.86%, macro precision was 94.82%, macro recall was 93.52%, and macro F1 score was as high as 93.37%. These indicators demonstrate the accuracy and robustness of the model in atherosclerosis risk assessment. CONCLUSION: The model provides strong support for the prevention and diagnosis of cardiovascular disease. Through atherosclerosis risk assessment, the model can help doctors develop personalized prevention and treatment plans, which is of great significance for the prevention and treatment of cardiovascular disease.


Assuntos
Aterosclerose , Doenças Cardiovasculares , Humanos , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/prevenção & controle , Algoritmos , Aterosclerose/diagnóstico , Aprendizado de Máquina , Medição de Risco
14.
Diabetes Metab Res Rev ; 40(3): e3785, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38436542

RESUMO

AIMS: To explore the relationship between severe hypoglycemia (SH) and hypoglycemia awareness with preclinical atherosclerosis in type 1 diabetes (T1D). MATERIALS AND METHODS: Cross-sectional study in patients with T1D without cardiovascular disease (CVD), and with ≥1 of the following: ≥40 years, diabetic kidney disease, or ≥10 years of T1D duration with another risk factor. CVD risk was estimated with the Steno T1 Risk Engine (Steno-Risk). Carotid plaque was evaluated using standardised ultrasonography protocol. Logistic regression models adjusted for CVD risk factors were constructed to test the independent associations with SH or hypoglycemia awareness assessed by the Clarke questionnaire (Clarke). The inclusion of SH and Clarke in Steno-Risk was further evaluated. RESULTS: We included 634 patients (52.4% men, age 48.3 ± 10.8 years, T1D duration 27.4 ± 11.1 years, 39.9% harbouring plaque). A stepped increase in the presence of plaque according to Steno-Risk was observed (13.5%, 37.7%, and 68.7%, for low, moderate, and high risk, respectively; p < 0.001). SH history (OR 4.4 [1.3-14.6]) and Clarke score (OR 1.7 [1.2-2.2]) were associated with plaque in low-risk patients (n = 192). Clarke score was also associated with plaque burden in low-moderate-risk participants (n = 436; ≥2 plaques: OR 1.2 [1.0-1.5], p = 0.031; ≥3 plaques: OR 1.4 [1.1-2.0], p = 0.025). The inclusion of SH and Clarke scores in Steno-Risk significantly improved the identification of low-risk individuals with atherosclerosis (area under the curve: 0.658 vs. 0.576; p = 0.036). CONCLUSIONS: In patients with T1D without an estimated high CVD risk, SH and hypoglycemia awareness assessment score were independently associated with preclinical atherosclerosis and improved identification of patients who would benefit from an intensive approach.


Assuntos
Aterosclerose , Doenças Cardiovasculares , Diabetes Mellitus Tipo 1 , Hipoglicemia , Masculino , Humanos , Adulto , Pessoa de Meia-Idade , Feminino , Diabetes Mellitus Tipo 1/complicações , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Estudos Transversais , Fatores de Risco , Aterosclerose/diagnóstico , Aterosclerose/etiologia , Fatores de Risco de Doenças Cardíacas
15.
BMC Cardiovasc Disord ; 24(1): 161, 2024 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-38491418

RESUMO

BACKGROUND: Helicobacter pylori (H. pylori), according to a number of recent observational studies, is connected to atherosclerosis (AS). However, the link between H. pylori and AS is debatable. METHODS: In order to calculate the causal relationship between H. pylori and AS, we employed a two-sample Mendelian randomization (MR) analysis. The data for H. pylori were obtained from the IEU GWAS database ( https://gwas.mrcieu.ac.uk/datasets/ ) and the data for AS were obtained from the Finngen GWAS database ( https://r5.finngen.fi/ ). We selected single nucleotide polymorphisms with a threshold of 5 × 10-6 from earlier genome-wide association studies. MR was performed mainly using the inverse variance weighted (IVW) method. To ensure the reliability of the findings, We performed a leave-one-out sensitivity analysis to test for sensitivity. F-value was used to test weak instrument. RESULTS: A positive causal relationship between H. pylori OMP antibody levels and peripheral atherosclerosis was shown by our two-sample MR analysis (odds ratio (OR) = 1.33, 95% confidence interval (CI) = 1.14-1.54, P = 0.26E-03) using IVW. Additionally, there was a causative link between coronary atherosclerosis and H. pylori VacA antibody levels (IVW OR = 1.06, 95% CI = 1.01-1.10, P = 0.016). All the F-values were above 10. CONCLUSIONS: This MR study discovered a causal link between H. pylori and AS. Different antibodies have different effects, so future researches are needed to figure out the exact mechanisms behind this link.


Assuntos
Aterosclerose , Helicobacter pylori , Humanos , Helicobacter pylori/genética , Estudo de Associação Genômica Ampla , Análise da Randomização Mendeliana , Reprodutibilidade dos Testes , Aterosclerose/diagnóstico , Aterosclerose/genética , Anticorpos Antibacterianos
16.
BMC Cardiovasc Disord ; 24(1): 138, 2024 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-38431594

RESUMO

AIMS: Recent studies have indicated an association between intestinal flora and lipids. However, observational studies cannot indicate causality. In this study, we aimed to investigate the potentially causal relationships between the intestinal flora and blood lipids. METHODS: We performed a bidirectional two-sample Mendelian Randomization (MR) analysis to investigate the causal relationship between intestinal flora and blood lipids. Summary statistics of genome-wide association studies (GWASs) for the 211 intestinal flora and blood lipid traits (n = 5) were obtained from public datasets. Five recognized MR methods were applied to assess the causal relationship with lipids, among which, the inverse-variance weighted (IVW) regression was used as the primary MR method. A series of sensitivity analyses were performed to test the robustness of the causal estimates. RESULTS: The results indicated a potential causal association between 19 intestinal flora and dyslipidemia in humans. Genus Ruminococcaceae, Christensenellaceae, Parasutterella, Terrisporobacter, Parabacteroides, Class Erysipelotrichia, Family Erysipelotrichaceae, and order Erysipelotrichales were associated with higher dyslipidemia, whereas genus Oscillospira, Peptococcus, Ruminococcaceae UCG010, Ruminococcaceae UCG011, Dorea, and Family Desulfovibrionaceae were associated with lower dyslipidemia. After using the Bonferroni method for multiple testing correction, Only Desulfovibrionaceae [Estimate = -0.0418, 95% confidence interval [CI]: 0.9362-0.9826, P = 0.0007] exhibited stable and significant negative associations with ApoB levels. The inverse MR analysis did not find a significant causal effect of lipids on the intestinal flora. Additionally, no significant heterogeneity or horizontal pleiotropy for IVs was observed in the analysis. CONCLUSION: The study suggested a causal relationship between intestinal flora and dyslipidemia. These findings will provide a meaningful reference to discover dyslipidemia for intervention to address the problems in the clinic.


Assuntos
Aterosclerose , Dislipidemias , Microbioma Gastrointestinal , Humanos , Estudo de Associação Genômica Ampla , Análise da Randomização Mendeliana , Aterosclerose/diagnóstico , Aterosclerose/epidemiologia , Aterosclerose/genética
17.
Clin Lab ; 70(3)2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38469759

RESUMO

BACKGROUND: The aim is to compare the plasma levels of hyaluronic acid (HA) which is closely related to inflam-mation and vascular changes and arterial stiffness (AS) related values in patients with Alzheimer's disease (AD), amnestic type mild cognitive impairment (aMCI), and normal cognitive functions (NCF). METHODS: Ninety participants were categorized into three groups, patients with AD, MCI, and NCF. Arterial stiffness measurement in the nephrology outpatient clinic, and storage and analysis of plasma samples in the biochemistry laboratory. RESULTS: Of the 90 patients, 32 had NCF, 32 had aMCI, and 26 had AD. Between groups, there was no difference in HA, pulse wave velocity, and augmentation index. The HA level had no statistically significant correlation with any of the other variables. CONCLUSIONS: Plasma HA levels will not be useful in the diagnosis of AD. More comprehensive studies with larger number of patients are needed.


Assuntos
Doença de Alzheimer , Aterosclerose , Disfunção Cognitiva , Humanos , Doença de Alzheimer/diagnóstico , Ácido Hialurônico , Análise de Onda de Pulso , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/psicologia , Aterosclerose/diagnóstico
18.
BMC Endocr Disord ; 24(1): 28, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38439031

RESUMO

OBJECTIVE: This study aimed to examine the diagnostic predictive value of long non-coding RNA (lncRNA) metastasis-associated lung adenocarcinoma transcript 1(MALAT1) and NOD-like receptor protein 3(NLRP3) expression in patients with type 2 diabetes mellitus(T2DM) and lower extremity atherosclerosis disease (LEAD). METHODS: A total of 162 T2DM patients were divided into T2DM with LEAD group (T2DM + LEAD group) and T2DM alone group (T2DM group). The lncRNA MALAT1 and NLRP3 expression levels were measured in peripheral blood, and their correlation was examined. Least absolute shrinkage and selection operator (LASSO) regression model was used to screen for the best predictors of LEAD, and multivariate logistic regression was used to establish a predictive model and construct the nomogram. The effectiveness of the nomogram was assessed using the receiver operating characteristic (ROC) curve, area under the curve (AUC), calibration curve, and decision curve analysis (DCA). RESULTS: The levels of the lncRNA MALAT1 and NLRP3 in the T2DM + LEAD group were significantly greater than those in the T2DM group (P <0.001), and the level of the lncRNA MALAT1 was positively correlated with that of NLRP3 (r = 0.453, P<0.001). The results of the LASSO combined with the logistic regression analysis showed that age, smoking, systolic blood pressure (SBP), NLRP3, and MALAT1 were the influencing factors of T2DM with LEAD(P<0.05). ROC curve analysis comparison: The discriminatory ability of the model (AUC = 0.898), MALAT1 (AUC = 0.804), and NLRP3 (AUC = 0.794) was greater than that of the other indicators, and the predictive value of the model was the greatest. Calibration curve: The nomogram model was consistent in predicting the occurrence of LEAD in patients with T2DM (Cindex = 0.898). Decision curve: The net benefit rates obtained from using the predictive models for clinical intervention decision-making were greater than those obtained from using the individual factors within the model. CONCLUSION: MALAT1 and NLRP3 expression increased significantly in T2DM patients with LEAD, while revealing the correlation between MALAT1 and NLRP3. The lncRNA MALAT1 was found as a potential biomarker for T2DM with LEAD.


Assuntos
Aterosclerose , Diabetes Mellitus Tipo 2 , RNA Longo não Codificante , Humanos , Aterosclerose/diagnóstico , Aterosclerose/genética , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/genética , Extremidade Inferior , Proteína 3 que Contém Domínio de Pirina da Família NLR/genética , RNA Longo não Codificante/genética
19.
BMC Cardiovasc Disord ; 24(1): 148, 2024 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-38454353

RESUMO

BACKGROUND: This study delves into the intricate landscape of atherosclerosis (AS), a chronic inflammatory disorder with significant implications for cardiovascular health. AS poses a considerable burden on global healthcare systems, elevating both mortality and morbidity rates. The pathological underpinnings of AS involve a marked metabolic disequilibrium, particularly within pyrimidine metabolism (PyM), a crucial enzymatic network central to nucleotide synthesis and degradation. While the therapeutic relevance of pyrimidine metabolism in diverse diseases is acknowledged, the explicit role of pyrimidine metabolism genes (PyMGs) in the context of AS remains elusive. Utilizing bioinformatics methodologies, this investigation aims to reveal and substantiate PyMGs intricately linked with AS. METHODS: A set of 41 candidate PyMGs was scrutinized through differential expression analysis. GSEA and GSVA were employed to illuminate potential biological pathways and functions associated with the identified PyMGs. Simultaneously, Lasso regression and SVM-RFE were utilized to distill core genes and assess the diagnostic potential of four quintessential PyMGs (CMPK1, CMPK2, NT5C2, RRM1) in discriminating AS. The relationship between key PyMGs and clinical presentations was also explored. Validation of the expression levels of the four PyMGs was performed using the GSE43292 and GSE9820 datasets. RESULTS: This investigation identified four PyMGs, with NT5C2 and RRM1 emerging as key players, intricately linked to AS pathogenesis. Functional analysis underscored their critical involvement in metabolic processes, including pyrimidine-containing compound metabolism and nucleotide biosynthesis. Diagnostic evaluation of these PyMGs in distinguishing AS showcased promising results. CONCLUSION: In conclusion, this exploration has illuminated a constellation of four PyMGs with a potential nexus to AS pathogenesis. These findings unveil emerging biomarkers, paving the way for novel approaches to disease monitoring and progression, and providing new avenues for therapeutic intervention in the realm of atherosclerosis.


Assuntos
Aterosclerose , Doença da Artéria Coronariana , Humanos , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/genética , Aterosclerose/diagnóstico , Aterosclerose/genética , Biomarcadores , Biologia Computacional , Aprendizado de Máquina , Nucleotídeos
20.
Circ Heart Fail ; 17(3): e010289, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38456289

RESUMO

BACKGROUND: Current prevalence estimates of heart failure (HF) are primarily based on self-report or HF hospitalizations. There is an unmet need to define the prevalence and pathogenesis of early symptomatic HF, which may be undiagnosed and precedes HF hospitalization. METHODS: The MESA (Multi-Ethnic Study of Atherosclerosis) Early HF study was conducted during MESA exam 6 to determine the prevalence of early HF and investigate the transition from risk factors to early HF in a diverse population-based cohort of older adults. Between 2016 and 2018, 3285 MESA participants from 6 field centers underwent comprehensive speckle-tracking echocardiography with passive leg raise maneuver, Kansas City Cardiomyopathy Questionnaire, 6-minute walk test, arterial stiffness assessment, and proteomics (including NT-proBNP [N-terminal pro-B-type natriuretic peptide]). RESULTS: Median age was 73 (25th-75th percentile 67-81) years, 53.2% were female, 25.6% were Black, 12.8% were Chinese, and 40.0% were White. The prevalence of HF risk factors was high: hypertension, 61.9%; former or current smoking, 53.7%; obesity 34.8%; diabetes; 24.7%; and chronic kidney disease; 22%. Overt cardiovascular disease, which ranged from 2.1% (HF) to 13.6% (atrial fibrillation), was less common. Of the 3285 participants, 96% underwent proteomics, 94% Kansas City Cardiomyopathy Questionnaire, 93% speckle-tracking echocardiography with passive leg raise, 82% arterial stiffness exam, and 77% 6-minute walk test. Feasibility of resting speckle-tracking echocardiography (87%-99% across cardiac chambers) and passive leg raise Doppler/speckle-tracking echocardiography (>84%) measurements was high. A total of 120 unique echocardiographic indices were measured. CONCLUSIONS: The MESA Early HF study is a key resource for cardiovascular researchers who are interested in improving the epidemiological and phenotypic characterization of early HF. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: NCT00005487.


Assuntos
Aterosclerose , Cardiomiopatias , Doenças Cardiovasculares , Insuficiência Cardíaca , Idoso , Feminino , Humanos , Masculino , Aterosclerose/diagnóstico , Aterosclerose/epidemiologia , Biomarcadores , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/epidemiologia , Peptídeo Natriurético Encefálico , Fragmentos de Peptídeos , Fatores de Risco , Idoso de 80 Anos ou mais
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