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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.

2025-06-20 cardiovascular medicine
10.1101/2025.06.19.25329956 medRxiv
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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.

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