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1.
Artigo em Inglês | MEDLINE | ID: mdl-39356224

RESUMO

This study aimed to validate an inflammation-based risk score in patients with ST-segment elevation myocardial infarction (STEMI) by examining their cytokine profiles. Upon admission, patients were evaluated for systemic inflammation using a risk score that assigned points based on specific biomarkers: 1 point for leukocyte count ≥9.3 × 10³ cells/µL, 2 points for high-sensitivity C-reactive protein (hsCRP) ≥13.0 mg/L, and 3 points for serum albumin ≤3.6 g/dL. Patients were categorized into three groups: no inflammation (0 points, n = 13), mild inflammation (1-2 points, n = 35), and severe inflammation (3-6 points, n = 26). Serum levels of 16 key cytokines were measured. Patients with higher risk scores showed elevated interleukin (IL)-6 levels (19.6 vs. 8.5 vs. 6.8 pg/mL; P = 0.021) and decreased interferon-γ-induced protein-10 (IP-10) levels (73.4 vs. 68.8 vs. 112.2 pg/mL; P = 0.011). IL-6 was positively correlated with hsCRP (ρ 0.307) and negatively correlated with albumin (ρ -0.298), while IP-10 was negatively correlated with leukocyte count (ρ -0.301). No other cytokines showed significant association with the risk score. Higher inflammation scores were also associated with an increased incidence of major adverse cardiovascular events, particularly acute heart failure. This study underscores the association between the inflammation-based risk score and cytokine levels, specifically IL-6 and IP-10, in patients with STEMI.

2.
Arch Cardiol Mex ; 2024 Oct 24.
Artigo em Espanhol | MEDLINE | ID: mdl-39447561

RESUMO

The formation of atherosclerotic plaque results from the complex interaction between modifiable and non-modifiable risk factors, through immune mechanisms that orchestrate both inflammatory and anti-inflammatory processes. Atherosclerosis often culminates in ischemic heart disease or cerebrovascular events, which are the leading causes of mortality worldwide. Currently, primary prevention focuses on controlling modifiable risk factors. Therefore, understanding the molecular mechanisms underlying the damage induced by these risk factors is essential to develop more effective treatments. This article provides a detailed review of the immunological processes underlying the initiation and progression of atheroma plaque, exploring their relationship with traditional risk factor such as smoking, diabetes mellitus, dyslipidemia, and hypertension, as well as a new potential risk factor: microbiota dysbiosis. Furthermore, the attributable risk of each factor is independently assessed, and the effectiveness of risk factor control measures is demonstrated as the best strategy to date for the regression of atherosclerosis and the prevention of its complications.


La formación de la placa aterosclerótica resulta de la compleja interacción de factores de riesgo modificables y no modificables, a través de mecanismos inmunitarios que orquestan procesos tanto inflamatorios como antiinflamatorios. La aterosclerosis a menudo culmina en enfermedades isquémicas del corazón o eventos vasculares cerebrales, que son las principales causas de mortalidad en todo el mundo. Actualmente, la prevención primaria se centra en el control de los factores de riesgo modificables. Por lo tanto, es indispensable comprender los mecanismos moleculares que subyacen al daño inducido por estos factores de riesgo, para así poder desarrollar tratamientos más eficaces. Este artículo ofrece una revisión detallada del proceso inmunitario que subyace al inicio y la progresión de la placa de ateroma, explorando su relación con factores de riesgo tradicionales como el tabaquismo, la diabetes mellitus, la dislipidemia y la hipertensión arterial, así como con un nuevo factor de riesgo potencial: la disbiosis de la microbiota. Además, se evalúa de manera independiente el riesgo atribuible a cada factor de riesgo y se demuestra la eficacia de las medidas de control de estos factores como la estrategia más efectiva hasta la fecha para la regresión de la aterosclerosis y la prevención de sus complicaciones.

3.
J Clin Med ; 13(20)2024 Oct 12.
Artigo em Inglês | MEDLINE | ID: mdl-39458038

RESUMO

Background/Objectives: A well-established association exists between the development of hypertension and sleep quality. The connection between self-reported sleep quality and the onset of hypertension is particularly significant in populations with metabolic deterioration, such as in Mexico. Methods: The Tlalpan 2020 Cohort was analyzed to explore this association. Clinical and anthropometric characteristics, along with the Medical Outcomes Study Sleep Scale (MOS-SS), were compared between participants who developed hypertension and those who did not over a follow-up period of 30.8 months. The potential role of poor sleep quality in the development of hypertension was assessed. Results: Among 1520 participants, 12% developed hypertension. These individuals had higher anthropometric and laboratory values and reported poorer sleep quality. An elevated sleep problems index was associated with a 50% higher relative risk of developing hypertension (OR: 1.5; 95% CI: 1.087 to 2.069). Additionally, self-reported snoring was associated with hypertension onset (36.3 vs. 43.3; p = 0.019). Conclusions: Poor sleep quality and respiratory disturbances during sleep increase the risk of developing hypertension. Furthermore, hypertension was associated with snoring, highlighting the importance of early interventions to improve sleep quality.

4.
Clin Rheumatol ; 43(11): 3373-3377, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-39294500

RESUMO

OBJECTIVES: This study aims to evaluate the utility of the 2023 ACR/EULAR antiphospholipid syndrome (APS) classification criteria in identifying primary APS patients at high risk of complications. METHODS: In this single-center study, primary APS patients were classified according to both the revised Sapporo criteria and the 2023 ACR/EULAR criteria. The risk of complications was assessed using the adjusted Global Antiphospholipid Syndrome Score (aGAPSS). RESULTS: Forty-five patients (73% females, median age 49 years) were included. Thirty-six patients met the 2023 ACR/EULAR criteria, all of whom also fulfilled the revised Sapporo criteria. Additionally, four out of nine patients not meeting the 2023 ACR/EULAR criteria satisfied the revised Sapporo criteria. Agreement rate between the two classification criteria was 91%, with a Cohen's kappa index of 0.66. Patients meeting the 2023 ACR/EULAR criteria had significantly higher aGAPSS scores compared to those who did not (13, 8-13 vs. 3, 0-5; p = 0.005). Furthermore, 55% of patients meeting the 2023 ACR/EULAR criteria were categorized as high risk based on aGAPSS scores, while those not meeting the criteria were predominantly categorized as low risk (77%). Interestingly, patients not meeting the 2023 ACR/EULAR criteria but fulfilling the revised Sapporo criteria had significantly higher aGAPSS scores compared to those not meeting either set of criteria (7, 5-13 vs. 0, 0-1.5; p = 0.015). CONCLUSION: The 2023 ACR/EULAR criteria effectively identify primary APS patients at increased risk of complications, as indicated by the aGAPSS score. Key Points • Identifying primary APS patients at high risk of complications remains a significant challenge. • The 2023 ACR/EULAR criteria show a correlation with the aGAPSS score, exhibiting the highest correlation with laboratory domains and minimal correlation with clinical domains. • The 2023 ACR/EULAR classification criteria are effective in identifying primary APS patients at high risk of complications.


Assuntos
Síndrome Antifosfolipídica , Humanos , Síndrome Antifosfolipídica/classificação , Síndrome Antifosfolipídica/diagnóstico , Síndrome Antifosfolipídica/complicações , Feminino , Pessoa de Meia-Idade , Masculino , Adulto , Fatores de Risco , Medição de Risco , Idoso
5.
Int J Mol Sci ; 25(18)2024 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-39337246

RESUMO

The role of ferroptosis and iron metabolism dysregulation in the pathophysiology of cardiovascular diseases is increasingly recognized. Conditions such as hypertension, cardiomyopathy, atherosclerosis, myocardial ischemia/reperfusion injury, heart failure, and cardiovascular complications associated with COVID-19 have been linked to these processes. Inflammation is central to these conditions, prompting exploration into the inflammatory and immunoregulatory molecular pathways that mediate ferroptosis and its contribution to cardiovascular disease progression. Notably, emerging evidence highlights interleukin-37 as a protective cytokine with the ability to activate the nuclear factor erythroid 2-related factor 2 pathway, inhibit macrophage ferroptosis, and attenuate atherosclerosis progression in murine models. However, a comprehensive review focusing on interleukin-37 and its protective role against ferroptosis in CVD is currently lacking. This review aims to fill this gap by summarizing existing knowledge on interleukin-37, including its regulatory functions and impact on ferroptosis in conditions such as atherosclerosis and myocardial infarction. We also explore experimental strategies and propose that targeting interleukin-37 to modulate ferroptosis presents a promising therapeutic approach for the prevention and treatment of cardiovascular diseases.


Assuntos
Doenças Cardiovasculares , Ferroptose , Interleucina-1 , Humanos , Interleucina-1/metabolismo , Doenças Cardiovasculares/metabolismo , Animais , COVID-19/metabolismo , COVID-19/imunologia , Aterosclerose/metabolismo , Aterosclerose/patologia , SARS-CoV-2/metabolismo
6.
J Vasc Res ; 61(5): 260-266, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39293415

RESUMO

INTRODUCTION: In ST-elevation myocardial infarction (STEMI), inflammation is pivotal, with early senescent CD4+CD28null cells implicated in its pathogenesis. However, the functional phenotype of these cells within the coronary circulation remains unclear. METHODS: We examined CD4+ cell subpopulations in blood samples from the coronary sinus and vena cava of 24 STEMI patients and the cephalic vein of seven healthy controls. RESULTS: Our findings revealed reduced CD4+ cell counts in STEMI patients compared to controls (1,998, 1,275-3,268 vs. 4,278, 3,595-4,449), alongside an increased proportion of CD4+ cells lacking CD28 expression (20.1 vs. 6.1%). These CD4+CD28null cells in STEMI predominantly exhibited a Th1 phenotype (47.8% vs. 6.6%). Intriguingly, no significant differences were detected in CD4+CD28null cells between coronary sinus and vena cava, and cytokine levels in these compartments remained similar. CONCLUSION: CD4+CD28null cells are increased in STEMI, mainly polarized toward a Th1 phenotype, and distributed equally between the different vascular beds.


Assuntos
Antígenos CD28 , Linfócitos T CD4-Positivos , Circulação Coronária , Citocinas , Fenótipo , Infarto do Miocárdio com Supradesnível do Segmento ST , Células Th1 , Humanos , Infarto do Miocárdio com Supradesnível do Segmento ST/sangue , Infarto do Miocárdio com Supradesnível do Segmento ST/imunologia , Infarto do Miocárdio com Supradesnível do Segmento ST/patologia , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Estudos de Casos e Controles , Antígenos CD28/metabolismo , Células Th1/imunologia , Citocinas/sangue , Citocinas/metabolismo , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD4-Positivos/metabolismo , Senescência Celular , Seio Coronário , Mediadores da Inflamação/sangue , Mediadores da Inflamação/metabolismo , Contagem de Linfócito CD4 , Imunofenotipagem
7.
Arch. cardiol. Méx ; Arch. cardiol. Méx;94(2): 191-202, Apr.-Jun. 2024. tab, graf
Artigo em Espanhol | LILACS-Express | LILACS | ID: biblio-1556916

RESUMO

Resumen La inflamación es un factor patogénico importante para el desarrollo de la enfermedad cardiovascular aterosclerótica. Actualmente, el biomarcador utilizado con mayor frecuencia que refleja la inflamación sistémica es la proteína C reactiva (PCR), una proteína de fase aguda producida principalmente por los hepatocitos bajo la influencia de la interleucina 6, la interleucina 1 beta y el factor de necrosis tumoral. La evidencia proveniente de estudios epidemiológicos ha demostrado una fuerte asociación entre las concentraciones elevadas de PCR en suero o plasma y la incidencia de un primer evento cardiovascular (incluido infarto agudo de miocardio, accidente vascular cerebral isquémico y muerte cardíaca súbita) en la población general, así como la recurrencia de eventos cardiovasculares adversos en los pacientes con enfermedad establecida. El valor aditivo que la medición de la PCR otorga a los factores de riesgo tradicionales se refleja en novedosas calculadoras de riesgo cardiovascular y en los actuales regímenes de intervención, que ya consideran a la PCR como objetivo terapéutico. Sin embargo, las variaciones en los niveles de PCR, que dependen del sexo, la etnia, el estado hormonal y algunas peculiaridades de los ensayos de medición, deben tenerse en cuenta al decidir implementar la PCR como un biomarcador útil en el estudio y el tratamiento de la enfermedad cardiovascular aterosclerótica. Esta revisión pretende ofrecer una visión actualizada de la importancia de medir la PCR como biomarcador de riesgo cardiovascular más allá de los factores tradicionales que estiman el riesgo de enfermedad aterosclerótica.


Abstract Inflammation is an important pathogenic factor for the development of atherosclerotic cardiovascular disease. Currently, the most frequently used biomarker reflecting systemic inflammation is C-reactive protein (CRP), an acute-phase protein produced primarily by hepatocytes under the influence of interleukin-6, interleukin-1 beta, and tumor necrosis factor. Growing evidence from epidemiological studies has shown a robust association between elevated serum or plasma CRP concentrations and the incidence of a first cardiovascular adverse event (including acute myocardial infarction, ischemic stroke, and sudden cardiac death) in the general population, as well as recurrence of major adverse cardiovascular events among patients with established disease. The additive value that CRP measurement gives to traditional risk factors is reflected in novel cardiovascular risk calculators and in current intervention regimens, which already consider CRP as a target therapeutic. However, the variations in CRP levels, that depend on sex, ethnicity, hormonal status, and some peculiarities of the measurement assays, must be taken into consideration when deciding to implement CRP as a useful biomarker in the study and treatment of atherosclerotic cardiovascular disease. This review aims to offer an updated vision of the importance of measuring CRP levels as a biomarker of cardiovascular risk beyond the traditional factors that estimate the risk of atherosclerotic disease.

8.
Nutrients ; 16(5)2024 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-38474741

RESUMO

This study investigated the relationship between Metabolic Syndrome (MetS), sleep disorders, the consumption of some nutrients, and social development factors, focusing on gender differences in an unbalanced dataset from a Mexico City cohort. We used data balancing techniques like SMOTE and ADASYN after employing machine learning models like random forest and RPART to predict MetS. Random forest excelled, achieving significant, balanced accuracy, indicating its robustness in predicting MetS and achieving a balanced accuracy of approximately 87%. Key predictors for men included body mass index and family history of gout, while waist circumference and glucose levels were most significant for women. In relation to diet, sleep quality, and social development, metabolic syndrome in men was associated with high lactose and carbohydrate intake, educational lag, living with a partner without marrying, and lack of durable goods, whereas in women, best predictors in these dimensions include protein, fructose, and cholesterol intake, copper metabolites, snoring, sobbing, drowsiness, sanitary adequacy, and anxiety. These findings underscore the need for personalized approaches in managing MetS and point to a promising direction for future research into the interplay between social factors, sleep disorders, and metabolic health, which mainly depend on nutrient consumption by region.


Assuntos
Síndrome Metabólica , Transtornos do Sono-Vigília , Masculino , Humanos , Feminino , Síndrome Metabólica/complicações , Qualidade do Sono , Mudança Social , Ingestão de Alimentos , Circunferência da Cintura , Índice de Massa Corporal , Transtornos do Sono-Vigília/complicações , Aprendizado de Máquina , Fatores de Risco
9.
Arch Cardiol Mex ; 94(2): 191-202, 2024 02 02.
Artigo em Espanhol | MEDLINE | ID: mdl-38306406

RESUMO

Inflammation is an important pathogenic factor for the development of atherosclerotic cardiovascular disease. Currently, the most frequently used biomarker reflecting systemic inflammation is C-reactive protein (CRP), an acute-phase protein produced primarily by hepatocytes under the influence of interleukin-6, interleukin-1 beta, and tumor necrosis factor. Growing evidence from epidemiological studies has shown a robust association between elevated serum or plasma CRP concentrations and the incidence of a first cardiovascular adverse event (including acute myocardial infarction, ischemic stroke, and sudden cardiac death) in the general population, as well as recurrence of major adverse cardiovascular events among patients with established disease. The additive value that CRP measurement gives to traditional risk factors is reflected in novel cardiovascular risk calculators and in current intervention regimens, which already consider CRP as a target therapeutic. However, the variations in CRP levels, that depend on sex, ethnicity, hormonal status, and some peculiarities of the measurement assays, must be taken into consideration when deciding to implement CRP as a useful biomarker in the study and treatment of atherosclerotic cardiovascular disease. This review aims to offer an updated vision of the importance of measuring CRP levels as a biomarker of cardiovascular risk beyond the traditional factors that estimate the risk of atherosclerotic disease.


La inflamación es un factor patogénico importante para el desarrollo de la enfermedad cardiovascular aterosclerótica. Actualmente, el biomarcador utilizado con mayor frecuencia que refleja la inflamación sistémica es la proteína C reactiva (PCR), una proteína de fase aguda producida principalmente por los hepatocitos bajo la influencia de la interleucina 6, la interleucina 1 beta y el factor de necrosis tumoral. La evidencia proveniente de estudios epidemiológicos ha demostrado una fuerte asociación entre las concentraciones elevadas de PCR en suero o plasma y la incidencia de un primer evento cardiovascular (incluido infarto agudo de miocardio, accidente vascular cerebral isquémico y muerte cardíaca súbita) en la población general, así como la recurrencia de eventos cardiovasculares adversos en los pacientes con enfermedad establecida. El valor aditivo que la medición de la PCR otorga a los factores de riesgo tradicionales se refleja en novedosas calculadoras de riesgo cardiovascular y en los actuales regímenes de intervención, que ya consideran a la PCR como objetivo terapéutico. Sin embargo, las variaciones en los niveles de PCR, que dependen del sexo, la etnia, el estado hormonal y algunas peculiaridades de los ensayos de medición, deben tenerse en cuenta al decidir implementar la PCR como un biomarcador útil en el estudio y el tratamiento de la enfermedad cardiovascular aterosclerótica. Esta revisión pretende ofrecer una visión actualizada de la importancia de medir la PCR como biomarcador de riesgo cardiovascular más allá de los factores tradicionales que estiman el riesgo de enfermedad aterosclerótica.

10.
Mediators Inflamm ; 2024: 3985731, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38415052

RESUMO

Many attempts have been proposed to evaluate the linkage between the oral-gut-liver axis and the mechanisms related to the diseases' establishment. One of them is the oral microbiota translocation into the bloodstream, liver, and gut, promoting a host dysbiosis and triggering the presence of some metabolites such as trimethylamine N-oxide (TMAO), known as a risk marker for cardiovascular disease, and especially the myocardial infarction (MI). In the present pilot study, the involvement of oral dysbiosis related to the presence of TMAO has been considered an independent component of the standard risk factors (SRs) in the development of MI, which has not been previously described in human cohorts. A positive and significant correlation of TMAO levels with Porphyromonas was identified; likewise, the increase of the genus Peptidiphaga in patients without SRs was observed. We determined that the presence of SRs does not influence the TMAO concentration in these patients. This report is the first study where the relationship between oral dysbiosis and TMAO is specified in the Mexican population. Our findings provide information on the possible contribution of the oral pathogens associated with gut dysbiosis in the development of MI, although further analysis should be performed.


Assuntos
Microbioma Gastrointestinal , Metilaminas , Microbiota , Infarto do Miocárdio , Humanos , Disbiose/complicações , Projetos Piloto
11.
Clin Rheumatol ; 43(3): 1253-1259, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38285374

RESUMO

Takayasu arteritis (TAK) is a rare systemic vasculitis primarily affecting the aorta and its major branches. Early diagnosis is critical to prevent severe vascular complications, yet current biomarkers are insufficient. This proof-of-concept study explores the potential of long non-coding RNAs (lncRNAs) in TAK, an area largely unexplored. In this cross-sectional study, 53 TAK patients, 53 healthy controls, and 10 rheumatoid arthritis (RA) patients were enrolled. Clinical evaluations, disease activity assessments, and lncRNA expression levels were analyzed. TAK patients exhibited significant dysregulation in several lncRNAs, including THRIL (19.4, 11.1-48.8 vs. 62.5, 48.6-91.4 arbitrary units [a.u.]; p < 0.0001), HIF1A-AS1 (4.5, 1.8-16.6 vs. 26.5, 19.8-33.7 a.u.; p < 0.0001), MALAT-1 (26.9, 13.8-52.5 vs. 92.1, 58.5-92.1 a.u.; p < 0.0001), and HOTAIR (8.0, 2.5-24.5 vs. 36.0, 30.0-43.8 a.u.; p < 0.0001), compared to healthy controls. Notably, HOTAIR (area under the ROC curve [AUC] = 0.825), HIF1A-AS1 (AUC = 0.820), and THRIL (AUC = 0.781) demonstrated high diagnostic potential with superior specificity (approximately 95%). While lncRNAs showed diagnostic promise, no significant correlations with TAK activity were observed. Comparative analysis with RA patients revealed distinct lncRNA expression patterns. This study unveils significant dysregulation of lncRNAs THRIL, HIF1A-AS1, and HOTAIR in TAK patients, underscoring their potential as biomarkers and opening avenues for further research into the mechanistic roles of these lncRNAs in TAK pathogenesis.


Assuntos
Artrite Reumatoide , RNA Longo não Codificante , Arterite de Takayasu , Humanos , RNA Longo não Codificante/genética , RNA Longo não Codificante/metabolismo , Arterite de Takayasu/genética , Estudos Transversais , Biomarcadores
12.
Int J Mol Sci ; 24(19)2023 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-37834123

RESUMO

An association has been suggested between acute myocardial infarction (AMI) and obstructive sleep apnea (OSA). Considering the role of adipose-tissue-derived inflammatory mediators (adipokines) and the shared risk factor of obesity in OSA and AMI, this study aimed to investigate the involvement of adipokines in AMI patients with and without OSA. Serum levels of adipokines and inflammatory mediators were quantified, and home respiratory polygraphy was conducted. A total of 30 AMI patients and 25 controls were included. Patients with AMI exhibited elevated levels of resistin (7.4 vs. 3.7 ng/mL), interleukin-6 (8.8 vs. 1.3 pg/mL), and endothelin-1 (3.31 vs. 1.8 pg/mL). Remarkably, AMI patients with concomitant OSA exhibited higher levels of resistin (7.1 vs. 3.7 ng/mL), interleukin-6 (8.9 vs. 1.3 pg/mL), endothelin-1 (3.2 vs. 1.8 pg/mL), creatin kinase (1430 vs. 377 U/L), creatine kinase-MB (64.6 vs. 9.7 ng/mL), and troponin T (2298 vs. 356 pg/mL) than their non-OSA counterparts. Leptin showed a correlation with OSA severity markers. OSA was associated with greater cardiac damage in AMI patients. Our findings underscore that adipokines alone are not sufficient to discriminate the risk of AMI in the presence of OSA. Further research is necessary to determine the potential mechanisms contributing to exacerbated cardiac damage in patients with both conditions.


Assuntos
Infarto do Miocárdio , Apneia Obstrutiva do Sono , Humanos , Adipocinas , Resistina , Interleucina-6 , Endotelina-1 , Mediadores da Inflamação
13.
Front Public Health ; 11: 1213926, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37799151

RESUMO

Introduction: Mexico ranks second in the global prevalence of obesity in the adult population, which increases the probability of developing dyslipidemia. Dyslipidemia is closely related to cardiovascular diseases, which are the leading cause of death in the country. Therefore, developing tools that facilitate the prediction of dyslipidemias is essential for prevention and early treatment. Methods: In this study, we utilized a dataset from a Mexico City cohort consisting of 2,621 participants, men and women aged between 20 and 50 years, with and without some type of dyslipidemia. Our primary objective was to identify potential factors associated with different types of dyslipidemia in both men and women. Machine learning algorithms were employed to achieve this goal. To facilitate feature selection, we applied the Variable Importance Measures (VIM) of Random Forest (RF), XGBoost, and Gradient Boosting Machine (GBM). Additionally, to address class imbalance, we employed Synthetic Minority Over-sampling Technique (SMOTE) for dataset resampling. The dataset encompassed anthropometric measurements, biochemical tests, dietary intake, family health history, and other health parameters, including smoking habits, alcohol consumption, quality of sleep, and physical activity. Results: Our results revealed that the VIM algorithm of RF yielded the most optimal subset of attributes, closely followed by GBM, achieving a balanced accuracy of up to 80%. The selection of the best subset of attributes was based on the comparative performance of classifiers, evaluated through balanced accuracy, sensitivity, and specificity metrics. Discussion: The top five features contributing to an increased risk of various types of dyslipidemia were identified through the machine learning technique. These features include body mass index, elevated uric acid levels, age, sleep disorders, and anxiety. The findings of this study shed light on significant factors that play a role in dyslipidemia development, aiding in the early identification, prevention, and treatment of this condition.


Assuntos
Doenças Cardiovasculares , Dislipidemias , Masculino , Adulto , Humanos , Feminino , Adulto Jovem , Pessoa de Meia-Idade , Estudos de Coortes , Dislipidemias/epidemiologia , Algoritmos , Doenças Cardiovasculares/epidemiologia , Aprendizado de Máquina
14.
Lupus Sci Med ; 10(2)2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37880158

RESUMO

OBJECTIVE: Rhupus is a rare disease that shares characteristics of systemic lupus erythematosus (SLE) and rheumatoid arthritis (RA). While several studies have explored the clinical and immunological profiles of patients with rhupus, the underlying cause of the disease remains unknown due to its complex pathogenesis. The objective of this study was to investigate the role of tumour necrosis factor (TNF) in the production of inflammatory molecules by peripheral blood mononuclear cells (PBMCs) from patients with rhupus. METHODS: The study involved five healthy controls, seven patients with rhupus and seven patients with SLE. PBMCs were obtained from each participant and stimulated with recombinant human TNF for 24 hours. The levels of various molecules secreted by the cells, such as cytokines and chemokines, were measured using immunobead-based assays on xMAP technology. RESULTS: The production levels of some molecules were higher in TNF-stimulated PBMCs from patients with rhupus and SLE than in unstimulated cells. In addition, the levels of certain molecules, including gp130/sIL-6Rb, a proliferation-inducing ligand (APRIL), interferon-ß, matrix metalloproteinase-3 and interleukin (IL)-12, were higher in PBMCs from patients with rhupus even without TNF stimulation. Similarly, the levels of gp130/sIL-6Rb and APRIL were higher in TNF-stimulated PBMCs from patients with rhupus than in healthy controls. These results were further validated against patients with RA using enzyme-linked immunosorbent assay. CONCLUSIONS: These findings suggest that the spontaneous production of molecules by cells from patients with rhupus may contribute to the development of the disease, and that TNF may play a role in this process by regulating the secretion of gp130/sIL-6Rb and APRIL.


Assuntos
Artrite Reumatoide , Lúpus Eritematoso Sistêmico , Humanos , Receptor gp130 de Citocina , Leucócitos Mononucleares , Membro 13 da Superfamília de Ligantes de Fatores de Necrose Tumoral , Fator de Necrose Tumoral alfa/metabolismo , Fator de Necrose Tumoral alfa/farmacologia
15.
Biomedicines ; 11(9)2023 Aug 30.
Artigo em Inglês | MEDLINE | ID: mdl-37760864

RESUMO

Prompt diagnosis of ST-segment elevation myocardial infarction (STEMI) is essential for initiating timely treatment. MicroRNAs have recently emerged as biomarkers in cardiovascular diseases. This study aimed to evaluate the discriminatory capacity of serum microRNAs in identifying an ischemic origin in patients presenting with chest discomfort to the Emergency Department. The study included 98 participants (78 with STEMI and 20 with nonischemic chest discomfort). Significant differences in the expression levels of miR-133b, miR-126, and miR-155 (but not miR-1, miR-208, and miR-208b) were observed between groups. miR-133b and miR-155 exhibited 97% and 93% sensitivity in identifying STEMI patients, respectively. miR-126 demonstrated a specificity of 90% in identifying STEMI patients. No significant associations were found between microRNAs and occurrence of major adverse cardiovascular events (MACE). However, patients with MACE had higher levels of interleukin (IL)-15, IL-21, IFN-γ-induced protein-10, and N-terminal pro B-type natriuretic peptide compared to non-MACE patients. Overall, there were significant associations among the expression levels of microRNAs. However, microRNAs did not demonstrate associations with either inflammatory markers or cardiovascular risk scores. This study highlights the potential of microRNAs, particularly miR-133b and miR-126, as diagnostic biomarkers for distinguishing patients with STEMI from those presenting with nonischemic chest discomfort to the Emergency Department.

16.
Biomedicines ; 11(9)2023 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-37760885

RESUMO

Atherosclerotic cardiovascular disease (CVD) remains the leading cause of mortality worldwide. While conventional risk factors have been studied and managed, CVD continues to pose a global threat. Risk scoring systems based on these factors have been developed to predict acute coronary syndromes and guide therapeutic interventions. However, traditional risk algorithms may not fully capture the complexities of individual patients. Recent research highlights the role of inflammation, particularly chronic low-grade inflammation, in the pathogenesis of coronary artery disease (CAD). C-reactive protein (CRP) is an inflammatory molecule that has demonstrated value as a predictive marker for cardiovascular risk assessment, both independently and in conjunction with other parameters. It has been incorporated into risk assessment algorithms, enhancing risk prediction and guiding therapeutic decisions. Pharmacological interventions with anti-inflammatory properties, such as statins, glucagon-like peptide-1 agonists, and interleukin-1 inhibitors, have shown promising effects in reducing both cardiovascular risks and CRP levels. This manuscript provides a comprehensive review of CRP as a marker of systemic inflammation in CAD. By exploring the current knowledge surrounding CRP and its implications for risk prediction and therapeutic interventions, this review contributes to the advancement of personalized cardiology and the optimization of patient care.

17.
Microorganisms ; 11(9)2023 Sep 19.
Artigo em Inglês | MEDLINE | ID: mdl-37764186

RESUMO

COVID-19, a disease caused by the SARS-CoV-2 virus, poses significant threats to the respiratory system and other vital organs. Long non-coding RNAs have emerged as influential epigenetic regulators and promising biomarkers in respiratory ailments. The objective of this study was to identify candidate lncRNAs in SARS-CoV-2-positive individuals compared to SARS-CoV-2-negative individuals and investigate their potential association with ARDS-CoV-2 (acute respiratory distress syndrome). Employing qRT-PCR, we meticulously examined the expression profiles of a panel comprising 84 inflammation-related lncRNAs in individuals presenting upper respiratory infection symptoms, categorizing them into those testing negative or positive for SARS-CoV-2. Notably, first-phase PSD individuals exhibited significantly elevated levels of AC000120.7 and SENP3-EIF4A1. In addition, we measured the expression of two lncRNAs, AC000120.7 and SENP3-EIF4A1, in patients with ARDS unrelated to SARS-CoV-2 (n = 5) and patients with ARDS induced by SARS-CoV-2 (ARDS-CoV-2, n = 10), and interestingly, expression was also higher among patients with ARDS. Intriguingly, our interaction pathway analysis unveiled potential interactions between lncRNA AC000120.7, various microRNAs, and genes associated with inflammation. This study found higher expression levels of lncRNAs AC000120.7 and SENP3-EIF4A1 in the context of infection-positive COVID-19, particularly within the complex landscape of ARDS.

18.
Rheumatol Int ; 43(12): 2245-2250, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37697044

RESUMO

Anti-carbamylated protein (anti-CarP) antibodies are promising biomarkers in rheumatoid arthritis (RA), although their significance in seronegative disease (SNRA) remains uncertain. To assess the influence of anti-CarP antibodies on disease activity and erosive joint damage in SNRA patients. In RA patients, rheumatoid factor (RF), anti-citrullinated protein antibodies, and anti-CarP antibodies were measured. Disease activity was assessed using DAS28-CRP and SDAI indices, while musculoskeletal ultrasound identified bone erosions. A total of 77 patients were enrolled, comprising 49 with seropositive RA (SPRA) and 28 with SNRA. Notably, 28% of SPRA and 10% of SNRA patients were positive to anti-CarP antibodies. Anti-CarP-positive patients exhibited elevated C-reactive protein (median 10.6, interquartile range 4.6-20.0 vs. 3.4, 1.7-9.9 mg/L; p = 0.005), erythrocyte sedimentation rate (34, 19-46 vs. 16, 7-25 mm/h; p = 0.002), DAS28-CRP (3.2, 2.6-4.2 vs. 2.6, 1.9-3.5; p = 0.048), and SDAI (19.9, 6.3-32.1 vs. 10.9, 5.5-18.1; p = 0.034) indices. Multivariate analysis revealed RF positivity as the sole predictor for anti-CarP antibodies (odds ratio [OR] = 5.9). Musculoskeletal ultrasound revealed bone erosions in 36% of RA patients; 35% among anti-CarP-negative patients and 40% among anti-CarP-positive patients. Notably, RF presence (OR = 44.3) and DAS28-CRP index (OR = 2.4) emerged as predictors of musculoskeletal ultrasound-confirmed erosive joint disease. Anti-CarP antibodies are detected at similar frequencies among both SPRA and SNRA patients. While associated with increased disease activity, these antibodies did not correlate with increased erosive joint damage.

19.
Microorganisms ; 11(8)2023 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-37630479

RESUMO

BACKGROUND: Coronavirus disease 2019 (COVID-19) is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Clinical manifestations of COVID-19 range from mild flu-like symptoms to severe respiratory failure. Nowadays, extracellular matrix metalloproteinase inducer (EMMPRIN), also known as cluster of differentiation 147 (CD147) or BASIGIN, has been studied as enabling viral entry and replication within host cells. However, the impact of the CD147 rs8259T>A single nucleotide variant (SNV) on SARS-CoV-2 susceptibility remains poorly investigated. OBJECTIVE: To investigate the impact of rs8259T>A on the CD147 gene in individuals from Mexico with COVID-19 disease. METHODS: We genotyped the CD147 rs8359T>A SNV in 195 patients with COVID-19 and 185 healthy controls from Mexico. In addition, we also measured the expression levels of CD147 and TNF mRNA and miR-492 from whole blood of patients with COVID-19 through RT-q-PCR. RESULTS: We observed a significant association between the CD147 rs8259T>A SNV and susceptibility to COVID-19: T vs. A; OR 1.36, 95% CI 1.02-1.81; p = 0.037; and TT vs. AA; OR 1.77, 95% CI 1.01-3.09; p = 0.046. On the other hand, we did not find differences in CD147, TNF or miR-492 expression levels when considering the genotypes of the CD147 rs8259T>A SNV. CONCLUSIONS: Our results suggest that the CD147 rs8259T>A variant is a risk factor for COVID-19.

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