Network pharmacology and in vivo evidence of the pharmacological mechanism of geniposide in the treatment of atherosclerosis.

BACKGROUND: Atherosclerosis (AS) is a fundamental pathological state in various cardiovascular diseases. Geniposide, which is the main active component of Gardenia jasminides, is effective against AS. However, the underlying molecular mechanisms remain unclear. Here, we sought to elucidate them. METHODS: The targets of AS and geniposide were collected from online public databases. The potential mechanism of Geniposide in treating AS was predicted by constructing a protein-protein interaction (PPI) network and conducting Gene Ontology (GO) and Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathway enrichment analyses. Hub proteins and core pathways were verified by molecular docking and in vivo experiments. Moreover, the effect of geniposide on AS was assessed by measuring the atherosclerotic plaque area in the thoracic aorta of mice. ApoE-/- mice were used to establish AS models and randomly divided into different groups. Two different doses of geniposide were administered to the mice. Hematoxylin and eosin (HE) staining was performed to evaluate the effects of geniposide on AS. Oil Red O and Sirius Red staining were used to evaluate plaque stability. The protein expression of key markers involved in the signalling pathways was examined using western blotting and immunofluorescence. RESULTS: A total of 239 active targets, 3418 AS-related disease targets, and 129 overlapping targets were identified. Hub genes were detected, and molecular docking revealed that geniposide strongly interacted with hub proteins (AKT1, VEGFA, CTNNB1, MMP9, and EGFR). Moreover, 109 signalling pathways, including the Rap1 signalling pathway, were identified using enrichment analysis. The results of in vivo experiments demonstrated that geniposide reduced body weight and blood lipid levels, alleviated the formation of atherosclerotic plaques, enhanced plaque stability, and inhibited inflammation, at least partially, by activating the Rap1/PI3K/Akt signalling pathway in ApoE-/- mice. CONCLUSION: Geniposide can alleviate AS and enhance the stability of atherosclerotic plaques by regulating the Rap1/PI3K/Akt signalling pathway.

Exploring Shared Biomarkers of Myocardial Infarction and Alzheimer's Disease via Single-Cell/Nucleus Sequencing and Bioinformatics Analysis.

BACKGROUND: Patients are at increased risk of dementia, including Alzheimer's disease (AD), after myocardial infarction (MI), but the biological link between MI and AD is unclear. OBJECTIVE: To understand the association between the pathogenesis of MI and AD and identify common biomarkers of both diseases. METHODS: Using public databases, we identified common biomarkers of MI and AD. Least absolute shrinkage and selection operator (LASSO) regression and protein-protein interaction (PPI) network were performed to further screen hub biomarkers. Functional enrichment analyses were performed on the hub biomarkers. Single-cell/nucleus analysis was utilized to further analyze the hub biomarkers at the cellular level in carotid atherosclerosis and AD datasets. Motif enrichment analysis was used to screen key transcription factors. RESULTS: 26 common differentially expressed genes were screened between MI and AD. Function enrichment analyses showed that these differentially expressed genes were mainly associated with inflammatory pathways. A key gene, Regulator of G-protein Signaling 1 (RGS1), was obtained by LASSO regression and PPI network. RGS1 was confirmed to mainly express in macrophages and microglia according to single-cell/nucleus analysis. The difference in expression of RGS1 in macrophages and microglia between disease groups and controls was statistically significant (p < 0.0001). The expression of RGS1 in the disease groups was upregulated with the differentiation of macrophages and microglia. RelA was a key transcription factor regulating RGS1. CONCLUSION: Macrophages and microglia are involved in the inflammatory response of MI and AD. RGS1 may be a key biomarker in this process.

Qingre Huoxue Decoction regulates macrophage polarisation to attenuate atherosclerosis through the inhibition of NF-κB signalling-mediated inflammation.

ETHNOPHARMACOLOGICAL RELEVANCE: Atherosclerosis (AS) is a common pathogenesis of cardiovascular diseases. Qingre Huoxue Decoction (QRHX) is an herbal formula used for the prevention and treatment of AS. However, the potential mechanism of QRHX is not clear. AIM OF THE STUDY: In our study, RNA sequencing combined with preclinical models were used to analyse the effect and mechanism of QRHX for the treatment of AS. MATERIALS AND METHODS: For in vivo studies, ApoE-/- mice were fed with a high-fat diet to induce AS. We measured weight, blood lipid, inflammatory cytokines, lipid deposition, plaque, and the M1/M2 macrophage. For in vitro studies, RAW264.7 were induced by lipopolysaccharides and treated with different concentrations of QRHX. We focusd on the relationship between QRHX, the NF-κB pathway, and macrophage polarisation, and performed simultaneous RNA sequencing both in vivo and in vitro. RESULTS: In vivo, QRHX decreased weight, improved blood lipid, relieved the degree of lipid deposition, reduced plaque area, decreased the levels of inflammatory cytokines (MCP-1, NLRP3, and TNFα), down-regulated the expression of iNOS, and up-regulated the expression of Arg-1. In vitro, QRHX down-regulated M1 markers, iNOS and CCR7, with lower concentrations of IL-1ß; furthermore, QRHX up-regulated M2 markers, Arg-1, CD163, Ym-1, and Fizz-1, with higher concentrations of IL-4 and IL-10. RNA sequencing of both samples in vivo and in vitro suggested that NF-κB was the target pathway of QRHX to regulate macrophage polarisation; this result was validated at the gene and protein levels. CONCLUSIONS: QRHX induced M2 polarisation, reduced an inflammatory response, and played a role in stabilising plaque by mediating the NF-κB signalling pathway.

Geniposide alleviates atherosclerosis by regulating macrophage polarization via the FOS/MAPK signaling pathway.

OBJECTIVE: To assess geniposide's effects in New Zealand rabbits with high-fat diet induced atherosclerosis and to explore the underpinning mechanisms. MATERIALS AND METHODS: Aorta histological changes were evaluated by intravenous ultrasound (IVUS) and H&E staining. Lipid accumulation in the aortic was quantified by Oil Red O staining. Then, RNA sequencing (RNA-seq) was carried out for detecting differentially expressed genes in rabbit high-fat diet induced atherosclerosis. The levels of the cytokines CRP, IL-1ß and IL-10 were determined by ELISA. Protein levels of iNOS and Arg-1 were assessed by Western blot and immunohistochemical staining. The mRNA expression levels of NR4A1, CD14, FOS, IL1A, iNOS and Arg-1 were detected by quantitative real-time PCR (qPCR). RESULTS: Geniposide markedly reduced the degree of atherosclerotic lesions in aorta tissues. RNA-seq and qPCR demonstrated that NR4A1, CD14, FOS and IL1A mRNA amounts were overtly increased in New Zealand rabbits with high-fat diet induced atherosclerosis. Moreover, geniposide reduced iNOS (M1 phenotype) mRNA and protein amounts as well as IL-1ß secretion, which were enhanced in New Zealand rabbits with high-fat diet induced atherosclerosis. Besides, Arg-1 (M2 phenotype) mRNA and protein amounts were significantly increased after geniposide treatment, as well as IL-10 secretion. CONCLUSION: These findings suggest that geniposide could inhibit the progression of and stabilize atherosclerotic plaques in rabbits by suppressing M1 macrophage polarization and promoting M2 polarization through the FOS/MAPK signaling pathway.