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Published on: June 14, 2017
Using proteomics to identify the mechanisms underlying the benefits of statins on ischemic heart disease
Jie V Zhao1,2, Junmeng Zhang3
1School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China. janezhao@hku.hk.
Insights
Statins, crucial for ischemic heart disease (IHD), have unclear mechanisms. This study identified PLA2G7 as a protein linked to higher IHD risk, potentially revealing how statins benefit patients and guiding precision medicine.
Area of Science:
- Cardiovascular Genetics
- Proteomics
- Pharmacogenomics
Background:
- Ischemic heart disease (IHD) is a leading global cause of death.
- Statins are primary treatments for IHD, but their precise mechanisms remain elusive.
- Understanding these mechanisms is vital for advancing precision medicine in cardiovascular care.
Purpose of the Study:
- To elucidate the protein-level mechanisms of statin benefits in IHD.
- To identify specific proteins influenced by statins and their subsequent impact on IHD risk.
- To explore the role of statin-affected proteins in common IHD comorbidities.
Main Methods:
- A two-step Mendelian randomization (MR) approach was employed.
- Genome-wide association studies (GWAS) identified proteins affected by statins (UKB-PPP, deCODE).
- MR analyses assessed associations between identified proteins and IHD risk (CARDIoGRAMplusC4D, FinnGen, deCODE).
Main Results:
- Nine proteins were found to be affected by statins.
- PLA2G7 was identified as a protein associated with increased IHD risk.
- Statin-associated PLA2G7 showed no significant association with diabetes, chronic kidney disease (CKD), or estimated glomerular filtration rate (eGFR).
Conclusions:
- PLA2G7 is implicated in the mechanism of statin benefits for IHD.
- Seven novel proteins affected by statins were identified, expanding our understanding of their molecular actions.
- These findings offer insights into developing novel therapeutic strategies and advancing precision medicine for IHD.
Abstract:
Ischemic heart disease (IHD) is the single leading cause of mortality globally. Statins are the mainstay for IHD treatment. However, the specific mechanisms underlying statins' benefits on IHD have not been clarified. To examine the mechanisms through proteins, we used two-step Mendelian randomization (MR) approach. First, we examined the associations of genetically mimicked statins with 2923 proteins using genome-wide association of proteins from the UK Biobank Pharma Proteomics Project (UKB-PPP) to identify the proteins affected by statins, and replicated the findings using deCODE. Then we examined the associations of selected proteins with IHD risk using CARDIoGRAMplusC4D using MR, and replicated using FinnGen, and using another set of genetic instruments from deCODE. We selected proteins decreased or increased IHD risk and meanwhile increased or lowered by statins. We further examined the role of the selected protein(s) on common IHD comorbidities, including diabetes, chronic kidney disease (CKD), and kidney function (measured by estimated glomerular filtration rate (eGFR)). Nine proteins were affected by statins, including four proteins (PLA2G7, FGFBP1, ANGPTL1, and PTPRZ1) lowered by statins, and five proteins (EFNA4, COL6A3, ASGR1, PRSS8 and PCOLCE) increased by statins. Among these, PLA2G7 was related to higher risk of IHD after controlling for multiple testing. The associations were robust to different analytic methods and replication using another set of genetic instrument from deCODE, and using another GWAS of IHD from FinnGen. Genetically predicted PLA2G7 had null association with diabetes, CKD, and eGFR. We identified 9 proteins affected by statins, including 7 novel proteins which were not reported previously. PLA2G7 is on the pathway underlying statins' benefits on IHD. The clarification of statins' mechanisms had close relevance to precision medicine, and provided insights to the development of new treatment strategies.
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