RESUMO
Genome wide association studies (GWAS) have identified thousands of single nucleotide polymorphisms (SNPs) associated with the risk of common disorders. However, since the large majority of these risk SNPs reside outside gene-coding regions, GWAS generally provide no information about causal mechanisms regarding the specific gene(s) that are affected or the tissue(s) in which these candidate gene(s) exert their effect. The 'gold standard' method for understanding causal genes and their mechanisms of action are laborious basic science studies often involving sophisticated knockin or knockout mouse lines, however, these types of studies are impractical as a high-throughput means to understand the many risk variants that cause complex diseases like coronary artery disease (CAD). As a solution, we developed a streamlined, data-driven informatics pipeline to gain mechanistic insights on complex genetic loci. The pipeline begins by understanding the SNPs in a given locus in terms of their relative location and linkage disequilibrium relationships, and then identifies nearby expression quantitative trait loci (eQTLs) to determine their relative independence and the likely tissues that mediate their disease-causal effects. The pipeline then seeks to understand associations with other disease-relevant genes, disease sub-phenotypes, potential causality (Mendelian randomization), and the regulatory and functional involvement of these genes in gene regulatory co-expression networks (GRNs). Here, we applied this pipeline to understand a cluster of SNPs associated with CAD within and immediately adjacent to the gene encoding HDAC9. Our pipeline demonstrated, and validated, that this locus is causal for CAD by modulation of TWIST1 expression levels in the arterial wall, and by also governing a GRN related to metabolic function in skeletal muscle. Our results reconciled numerous prior studies, and also provided clear evidence that this locus does not govern HDAC9 expression, structure or function. This pipeline should be considered as a powerful and efficient way to understand GWAS risk loci in a manner that better reflects the highly complex nature of genetic risk associated with common disorders.
Assuntos
Doença da Artéria Coronariana , Estudo de Associação Genômica Ampla , Proteína 1 Relacionada a Twist/metabolismo , Animais , Doença da Artéria Coronariana/genética , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla/métodos , Histona Desacetilases/metabolismo , Desequilíbrio de Ligação , Camundongos , Polimorfismo de Nucleotídeo Único , Locos de Características Quantitativas/genética , Proteínas Repressoras/metabolismoRESUMO
AIMS: Vein grafts are used for many indications, including bypass graft surgery and arterio-venous fistula (AVF) formation. However, patency following vein grafting or AVF formation is suboptimal for various reasons, including thrombosis, neointimal hyperplasia and adverse remodeling. Recently, endothelial to mesenchymal transition (EndMT) was found to contribute to neointimal hyperplasia in mouse vein grafts. We aimed to evaluate the clinical potential of inhibiting EndMT, and developed the first dedicated preclinical model to study the efficacy of local EndMT inhibition immediately prior to AVF creation. METHODS AND RESULTS: We first undertook pilot studies to optimize the creation of a femoral AVF in pigs and verify that EndMT contributes to neointimal formation. We then developed a method to achieve local in vivo SMAD3 knockdown by dwelling a lentiviral construct containing SMAD3 shRNA in the femoral vein prior to AVF creation. Next, in Phase 1, 6 pigs were randomized to SMAD3 knockdown or control lentivirus to evaluate the effectiveness of SMAD3 knockdown and EndMT inhibition 8 days after AVF creation. In Phase 2, 16 pigs were randomized to SMAD3 knockdown or control lentivirus and were evaluated to assess longer-term effects on AVF diameter, patency and related measures at 30 days after AVF creation.In Phase 1, compared to controls, SMAD3 knockdown achieved a 75% reduction in the proportion of CD31+ endothelial cells co-expressing SMAD3 (p<0.001), and also a significant reduction in the extent of EndMT (p<0.05). In Phase 2, compared to controls, SMAD3 knockdown was associated with an increase in the minimum diameter of the venous limb of the AVF (1.56±1.66 versus 4.26±1.71mm, p<0.01) and a reduced degree of stenosis (p<0.01). Consistent with this, neointimal thickness was reduced in the SMAD3 knockdown group (0.88±0.51 versus 0.45±0.19mm, p<0.05). Furthermore, endothelial integrity (the proportion of luminal cells expressing endothelial markers) was improved in the SMAD3 knockdown group (p<0.05). CONCLUSIONS: EndMT inhibition in a preclinical AVF model by local SMAD3 knockdown using gene therapy led to reduced neointimal hyperplasia, increased endothelialization and a reduction in the degree of AVF stenosis. This provides important proof-of-concept to pursue this approach as a clinical strategy to improve the patency of AVFs and other vein grafts.
RESUMO
High apoB-containing low-density lipoproteins (LDL) and low apoA1-containing high-density lipoproteins (HDL) are associated with atherosclerosis. In search of a molecular regulator that could simultaneously and reciprocally control both LDL and HDL levels, we screened a microRNA (miR) library using human hepatoma Huh-7 cells. We identified miR-541-3p that both decreases apoB and increases apoA1 expression by inducing mRNA degradation of two different transcription factors, Znf101 and Casz1. Znf101 enhances apoB expression while Casz1 represses apoA1 expression. The hepatic knockdown of orthologous Zfp961 and Casz1 genes in mice altered plasma lipoproteins and reduced atherosclerosis without causing hepatic lipid accumulation, most likely by lowering hepatic triglyceride production, increasing HDL cholesterol efflux capacity, and reducing lipogenesis. Notably, human genetic variants in the MIR541, ZNF101, and CASZ1 loci are significantly associated with plasma lipids and lipoprotein levels. This study identifies miR-541-3p and Znf101/Casz1 as potential therapeutic agent and targets, respectively, to reduce plasma lipoproteins and atherosclerosis without causing liver steatosis.
RESUMO
Endothelial-mesenchymal transition (EndMT) is associated with various cardiovascular diseases and in particular with atherosclerosis and plaque instability. However, the molecular pathways that govern EndMT are poorly defined. Specifically, the role of epigenetic factors and histone deacetylases (HDACs) in controlling EndMT and the atherosclerotic plaque phenotype remains unclear. Here, we identified histone deacetylation, specifically that mediated by HDAC9 (a class IIa HDAC), as playing an important role in both EndMT and atherosclerosis. Using in vitro models, we found class IIa HDAC inhibition sustained the expression of endothelial proteins and mitigated the increase in mesenchymal proteins, effectively blocking EndMT. Similarly, ex vivo genetic knockout of Hdac9 in endothelial cells prevented EndMT and preserved a more endothelial-like phenotype. In vivo, atherosclerosis-prone mice with endothelial-specific Hdac9 knockout showed reduced EndMT and significantly reduced plaque area. Furthermore, these mice displayed a more favorable plaque phenotype, with reduced plaque lipid content and increased fibrous cap thickness. Together, these findings indicate that HDAC9 contributes to vascular pathology by promoting EndMT. Our study provides evidence for a pathological link among EndMT, HDAC9, and atherosclerosis and suggests that targeting of HDAC9 may be beneficial for plaque stabilization or slowing the progression of atherosclerotic disease.