RESUMEN
Aim: A systematic multimolecule drug design procedure is proposed for promoting hepatogenesis and liver regeneration. Materials & methods: Genome-wide microarray data including three hepatic conditions are obtained from the GEO database (GSE15238). System modeling and big data mining methods are used to construct real genome-wide genetic-and-epigenetic networks (GWGENs). Then, we extracted the core GWGENs by applying principal network projection on real GWGENs of normal, developing and regenerating livers, respectively. After that, we investigated the significant signal pathways and epigenetic modifications in the core GWGENs to identify potential biomarkers as drug targets. Result & conclusion: A multimolecule drug consisting of sulmazole, clofibrate, colchicine, furazolidone, nadolol, eticlopride and felbinac is proposed to target on novel biomarkers for promoting hepatogenesis and liver regeneration.
Asunto(s)
Minería de Datos , Diseño de Fármacos , Regeneración Hepática/efectos de los fármacos , Hígado/metabolismo , Preparaciones Farmacéuticas , Biomarcadores/metabolismo , Epigenómica , Estudio de Asociación del Genoma Completo , Humanos , Hígado/patologíaRESUMEN
OBJECTIVE: We assessed whether a serum soluble receptor for advanced glycation end product (sRAGE) levels were associated with a progression of carotid atherosclerosis and arterial stiffness indexes in a cohort of early rheumatoid arthritis (RA) patients. METHODS: RA patients with symptoms onset <2 years were recruited. Vascular assessments and serum sRAGE levels were measured at baseline and 1 year later. Arterial stiffness was determined by pulse wave velocity and aortic augmentation index (AIx). Carotid intima-media thickness was measured using high-resolution ultrasound. RESULTS: Ninety-four patients completed the 1-year study. Fifty-three (56.4%) achieved disease remission [28-joint disease activity score (DAS28 < 2.6)] at 12 months. Improvement in arterial stiffness was observed as reflected by the significant reductions in AIx and pulse wave velocity. At 12 months, the sRAGE levels increased significantly compared with baseline (939.8 ± 517.7 pg/ml to 1272.1 ± 567.3 pg/ml, P < 0.001). Changes in sRAGE levels were significantly higher in men compared to women (768 ± 510 pg/ml versus 271 ± 490 pg/ml, P < 0.05) and was negatively associated with the change in AIx (r = -0.259, P = 0.023). Changes in sRAGE level were not associated with other demographic, clinical, cardiovascular risk factors or treatment. Using multivariate analysis, the change in sRAGE levels and baseline high-density lipoprotein were independent predictors associated with the change in AIx. CONCLUSIONS: Arterial stiffness improved significantly in patients with early RA after effective control of inflammation. Increase in sRAGE level was associated with a decrease in AIx, suggesting that sRAGE may play an important role in the ligand-soluble receptor for advanced glycation end product interaction propagated inflammation and vascular stiffness in these patients.