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1.
Cardiovasc Res ; 120(8): 869-882, 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38289873

RESUMO

AIMS: Vascular smooth muscle cells (SMCs) and their derivatives are key contributors to the development of atherosclerosis. However, studying changes in SMC gene expression in heterogeneous vascular tissues is challenging due to the technical limitations and high cost associated with current approaches. In this paper, we apply translating ribosome affinity purification sequencing to profile SMC-specific gene expression directly from tissue. METHODS AND RESULTS: To facilitate SMC-specific translatome analysis, we generated SMCTRAP mice, a transgenic mouse line expressing enhanced green fluorescent protein (EGFP)-tagged ribosomal protein L10a (EGFP-L10a) under the control of the SMC-specific αSMA promoter. These mice were further crossed with the atherosclerosis model Ldlr-/-, ApoB100/100 to generate SMCTRAP-AS mice and used to profile atherosclerosis-associated SMCs in thoracic aorta samples of 15-month-old SMCTRAP and SMCTRAP-AS mice. Our analysis of SMCTRAP-AS mice showed that EGFP-L10a expression was localized to SMCs in various tissues, including the aortic wall and plaque. The TRAP fraction demonstrated high enrichment of known SMC-specific genes, confirming the specificity of our approach. We identified several genes, including Cemip, Lum, Mfge8, Spp1, and Serpina3, which are known to be involved in atherosclerosis-induced gene expression. Moreover, we identified several novel genes not previously linked to SMCs in atherosclerosis, such as Anxa4, Cd276, inter-alpha-trypsin inhibitor-4 (Itih4), Myof, Pcdh11x, Rab31, Serpinb6b, Slc35e4, Slc8a3, and Spink5. Among them, we confirmed the SMC-specific expression of Itih4 in atherosclerotic lesions using immunofluorescence staining of mouse aortic roots and spatial transcriptomics of human carotid arteries. Furthermore, our more detailed analysis of Itih4 showed its link to coronary artery disease through the colocalization of genome-wide association studies, splice quantitative trait loci (QTL), and protein QTL signals. CONCLUSION: We generated a SMC-specific TRAP mouse line to study atherosclerosis and identified Itih4 as a novel SMC-expressed gene in atherosclerotic plaques, warranting further investigation of its putative function in extracellular matrix stability and genetic evidence of causality.


Assuntos
Doenças da Aorta , Aterosclerose , Modelos Animais de Doenças , Músculo Liso Vascular , Miócitos de Músculo Liso , Placa Aterosclerótica , Proteínas Ribossômicas , Animais , Miócitos de Músculo Liso/metabolismo , Miócitos de Músculo Liso/patologia , Aterosclerose/genética , Aterosclerose/metabolismo , Aterosclerose/patologia , Músculo Liso Vascular/metabolismo , Músculo Liso Vascular/patologia , Doenças da Aorta/genética , Doenças da Aorta/patologia , Doenças da Aorta/metabolismo , Proteínas Ribossômicas/genética , Proteínas Ribossômicas/metabolismo , Camundongos Endogâmicos C57BL , Masculino , Regulação da Expressão Gênica , Perfilação da Expressão Gênica , Fenótipo , Transcriptoma , Receptores de LDL/genética , Receptores de LDL/metabolismo , Apolipoproteína B-100/genética , Apolipoproteína B-100/metabolismo , Camundongos Knockout , Humanos , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Camundongos , Camundongos Transgênicos , Aorta/metabolismo , Aorta/patologia , Feminino
2.
Am J Hum Genet ; 110(5): 722-740, 2023 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-37060905

RESUMO

Coronary artery disease (CAD) is a pandemic disease where up to half of the risk is explained by genetic factors. Advanced insights into the genetic basis of CAD require deeper understanding of the contributions of different cell types, molecular pathways, and genes to disease heritability. Here, we investigate the biological diversity of atherosclerosis-associated cell states and interrogate their contribution to the genetic risk of CAD by using single-cell and bulk RNA sequencing (RNA-seq) of mouse and human lesions. We identified 12 disease-associated cell states that we characterized further by gene set functional profiling, ligand-receptor prediction, and transcription factor inference. Importantly, Vcam1+ smooth muscle cell state genes contributed most to SNP-based heritability of CAD. In line with this, genetic variants near smooth muscle cell state genes and regulatory elements explained the largest fraction of CAD-risk variance between individuals. Using this information for variant prioritization, we derived a hybrid polygenic risk score (PRS) that demonstrated improved performance over a classical PRS. Our results provide insights into the biological mechanisms associated with CAD risk, which could make a promising contribution to precision medicine and tailored therapeutic interventions in the future.


Assuntos
Aterosclerose , Doença da Artéria Coronariana , Humanos , Aterosclerose/genética , Doença da Artéria Coronariana/genética , Doença da Artéria Coronariana/patologia , Fatores de Risco , Regulação da Expressão Gênica , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla/métodos , Polimorfismo de Nucleotídeo Único/genética
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