Cost-effectiveness of statins for primary prevention of atherosclerotic cardiovascular disease among people living with HIV in the United States

Genomic Insights Into Statin Therapy: Differential Expression Analysis of Key Genes

In this study, we utilized microarray profiles, specifically GSE71220 and GSE11393 obtained from the GEO database, which provide gene expression data from blood samples. Through a comparison of differentially expressed genes in both datasets, we successfully identified 11 key genes that exhibited differential expression in groups A and B, respectively. To gain insights into their functional roles, we performed gene ontology (GO) enrichment analysis using the "BiNGO" plugin in Cytoscape. This analysis revealed that these genes are primarily associated with primary metabolic processes. Notably, 8 genes, namely EIF2S3, GZMK, PIK3R1, RORA, SART3, TGM2, WTAP, and ABCG1, were found to be involved in these processes. To further explore the interactions and relationships among these key genes, we conducted protein-protein interaction analysis using the STRING database and co-expression network analysis using the GeneMANIA plugin in Cytoscape. The PPI analysis highlighted RORA, NR1D2, PIK3R1, CKAP4, and GZMK as central players within the network. To validate our findings, we examined the expression profiles of the key genes using the GSE86216 dataset, which comprises blood samples from individuals using statins. The results from this validation set largely corroborated our previous findings, with the exception of 3 genes: LAMP3, NR1D2, and PIK3R1, which exhibited different expression patterns. In conclusion, our study utilized microarray datasets to identify key genes that are influenced by statin treatments. The differential expression and functional analysis of these genes provide valuable insights into the mechanisms underlying the effects of statins.

Atherosclerotic cardiovascular disease thresholds for statin initiation among people living with HIV in Thailand: A cost-effectiveness analysis

Background

People living with HIV (PLHIV) have an elevated risk of atherosclerotic cardiovascular disease (ASCVD) compared to their uninfected peers. Expanding statin use may help alleviate this burden. We evaluated the cost-effectiveness of reducing the recommend statin initiation threshold for primary ASCVD prevention among PLHIV in Thailand.

Methods

Our decision analytic microsimulation model randomly selected (with replacement) individuals from the TREAT Asia HIV Observational Database (data collected between 1/January/2013 and 1/September/2019). Direct medical costs and quality-adjusted life-years were assigned in annual cycles over a lifetime horizon and discounted at 3% per year. We assumed the Thai healthcare sector perspective. The study population included PLHIV aged 35–75 years, without ASCVD, and receiving antiretroviral therapy. Statin initiation thresholds evaluated were 10-year ASCVD risk ≥10% (control), ≥7.5% and ≥5%.

Results

A statin initiation threshold of ASCVD risk ≥7.5% resulted in accumulation of 0.015 additional quality-adjusted life-years compared with an ASCVD risk threshold ≥10%, at an extra cost of 3,539 Baht ($US113), giving an incremental cost-effectiveness ratio of 239,000 Baht ($US7,670)/quality-adjusted life-year gained. The incremental cost-effectiveness ratio comparing ASCVD risk ≥5% to ≥7.5% was 349,000 Baht ($US11,200)/quality-adjusted life-year gained. At a willingness-to-pay threshold of 160,000 Baht ($US5,135)/quality-adjusted life-year gained, a 30.8% reduction in the average cost of low/moderate statin therapy led to the ASCVD risk threshold ≥7.5% becoming cost-effective compared with current practice.

Conclusions

Reducing the recommended 10-year ASCVD risk threshold for statin initiation among PLHIV in Thailand would not currently be cost-effective. However, a lower threshold could become cost-effective with greater preference for cheaper statins.