Risk factors associated with cardiovascular disease in Mexican people with Systemic Lupus Erythematosus
Hernandez Ledesma, A. L.; Hernandez-Rodriguez, S. F.; Del Angel Zambrano, A. S.; Sevilla-Parra, G.; Pena-Ayala, A.; Tinajero-Nieto, L.; Torres-Valdez, E.; Garcia-Gutierrez, D. G.; Rodriguez-Mendez, A. J.; Sepulveda-Delgado, J.; Vazquez-Mejia, G. M.; Alpizar-Rodriguez, D.; Medina-Rivera, A.; Martinez, D.
Show abstract
BackgroundTraditional cardiovascular risk factors are more frequent among people with Systemic Lupus Erythematosus (SLE); however, they cannot fully explain the increased risk for cardiovascular diseases among this population. Lupus-associated factors have been proposed to contribute to cardiovascular disease risk. For instance, hypertension is a major risk factor in lupus, and it is associated with renal outcome, including nephritis, a severe complication of lupus. This study aims to evaluate how traditional and lupus-associated risk factors contribute to cardiovascular disease in Mexican people with SLE. MethodsA clinical interview, physical examination, and blood sampling were conducted in a Clinical cohort to explore, by two independent regression models, how traditional and lupus-associated factors contribute to cardiovascular disease risk using the Framingham risk score. Then, in a Registry cohort, with data from the Mexican Lupus Registry, we implemented two independent Bayesian network models to predict nephritis and hypertension, combining traditional and lupus-associated factors. ResultsTwenty-eight women were recruited, through medical consultation, in our clinical cohort, with a median age of 43.5 (14.25) years. Twelve (42.9%) reported previous cardiovascular conditions; seven (25%) had hypertension. According to the Framingham risk score, three (10.7%) showed low risk, eighteen (64.3%) mild risk, and seven (25%) high risk. Among traditional risk factors, one (3.6%) presented hypercholesterolemia (>200 mg/dL), and two (7.1%) high systolic pressure (>130 mmHg). Regarding lupus-associated factors, the majority use antimalarials (71.4%), two (7.1%) reported no activity of the disease, and seven (25%) had nephritis. In the regressions among traditional factors, systolic pressure and triglycerides showed significant effect; whereas for lupus-associated factors age at diagnosis, years with lupus, socioeconomic level, corticoids, and antimalarials were significant. Regarding Bayesian networks, using our Registry cohort with 2914 cases; treatment, diagnosis delay, years with lupus, damage accrual (SLICC), disease activity (SLEDAI), autoantibody test, ancestry, and relatives with lupus, showed causality over hypertension and nephritis. The nephritis network correctly identified 90% of the nephritis cases, whereas the hypertension network correctly identified 94% of the hypertension cases. ConclusionAdditional to traditional cardiovascular risk factors, lupus-associated factors should be considered to improve the estimation of the cardiovascular risk score in the Mexican lupus population.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Proteomic and Genetic predictors and risk scores of cardiovascular diseases in persons living with HIV 92%
- Nomogram-Based Prognostic Model to predict the High blood pressure in Children and Adolescents —— Finding from 342,736 individual in China 91%
- Pathway-Specific Polygenic Risk Scores for Blood Pressure Traits in a West African Cohort 91%
Similar papers in this journal
- SAP expressing T peripheral helper cells identify systemic lupus erythematosus patients with lupus nephritis 93%
- Expression of ACE2 receptor, soluble ACE2, Angiotensin I, Angiotensin II and Angiotensin (1-7), is modulated in COVID-19 patients 93%
- Expression levels of HLA-DRB and HLA-DQ are associated with MHC Class II haplotypes in healthy individuals and rheumatoid arthritis patients 92%
Similar papers in this journal
- APOL1 Variant-Expressing Endothelial Cells Exhibit Autophagic Dysfunction and Mitochondrial Stress 92%
- Genetic landscape of rare autoinflammatory disease variants in Qatar and Middle Eastern populations through the integration of whole-genome and exome datasets 91%
- Causal Evaluation of Laboratory Markers in Type 2 Diabetes on Cancer and Vascular Diseases Using Various Mendelian Randomization Tools 90%
Similar papers in this journal
- Evaluation of Renal Markers in Systemic Autoimmune Diseases 95%
- Personalized Therapy Design for Systemic Lupus Erythematosus Based on the Analysis of Protein-Protein Interaction Networks 93%
- Downregulation of hippocampal NR2A/2B subunits related to cognitive impairment in a pristane-induced lupus BALB/c mice 92%
Similar papers in this journal
- Alterations in genes associated with cytosolic RNA sensing in whole blood are associated with coronary microvascular disease in SLE 95%
- Abundance and nuclear antigen reactivity of intestinal and fecal Immunoglobulin A in lupus-prone mice at younger ages correlate with the onset of eventual systemic autoimmunity 93%
- Vitamin D-related polymorphisms and vitamin D levels as risk biomarkers of COVID-19 infection severity 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.