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Ming JE, Abrams RE, Bartlett DW, Tao M, Nguyen T, Surks H, Kudrycki K, Kadambi A, Friedrich CM, Djebli N, Goebel B, Koszycki A, Varshnaya M, Elassal J, Banerjee P, Sasiela WJ, Reed MJ, Barrett JS, Azer K. A Quantitative Systems Pharmacology Platform to Investigate the Impact of Alirocumab and Cholesterol-Lowering Therapies on Lipid Profiles and Plaque Characteristics. Gene Regul Syst Bio 2017; 11:1177625017710941. [PMID: 28804243 PMCID: PMC5484552 DOI: 10.1177/1177625017710941] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Accepted: 04/17/2017] [Indexed: 12/20/2022]
Abstract
Reduction in low-density lipoprotein cholesterol (LDL-C) is associated with decreased risk for cardiovascular disease. Alirocumab, an antibody to proprotein convertase subtilisin/kexin type 9 (PCSK9), significantly reduces LDL-C. Here, we report development of a quantitative systems pharmacology (QSP) model integrating peripheral and liver cholesterol metabolism, as well as PCSK9 function, to examine the mechanisms of action of alirocumab and other lipid-lowering therapies, including statins. The model predicts changes in LDL-C and other lipids that are consistent with effects observed in clinical trials of single or combined treatments of alirocumab and other treatments. An exploratory model to examine the effects of lipid levels on plaque dynamics was also developed. The QSP platform, on further development and qualification, may support dose optimization and clinical trial design for PCSK9 inhibitors and lipid-modulating drugs. It may also improve our understanding of factors affecting therapeutic responses in different phenotypes of dyslipidemia and cardiovascular disease.
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Affiliation(s)
- Jeffrey E Ming
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Ruth E Abrams
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | | | - Mengdi Tao
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Tu Nguyen
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Howard Surks
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | | | | | | | - Nassim Djebli
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Britta Goebel
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Alex Koszycki
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Meera Varshnaya
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | | | | | | | | | - Jeffrey S Barrett
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
| | - Karim Azer
- Sanofi, Bridgewater, NJ, USA; Frankfurt Am Main, Germany, and Montpellier, France
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Mehta A, Norton P, Liang H, Comunale MA, Wang M, Rodemich-Betesh L, Koszycki A, Noda K, Miyoshi E, Block T. Increased levels of tetra-antennary N-linked glycan but not core fucosylation are associated with hepatocellular carcinoma tissue. Cancer Epidemiol Biomarkers Prev 2012; 21:925-33. [PMID: 22490318 PMCID: PMC3380809 DOI: 10.1158/1055-9965.epi-11-1183] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Alterations in glycosylation have long been associated with the development of cancer. In the case of primary hepatocellular carcinoma (HCC), one alteration that has often been associated is increased amounts of fucose attached to the N-glycans of serum proteins secreted by the liver. METHODS In an effort to determine the origin of this increased fucosylation, we have conducted N-linked glycan analysis of HCC tissue, the surrounding nontumor tissue, and compared this to tissue from a nondiseased adult liver. RESULTS Surprisingly, no difference in the level of fucosylation was observed from the three donor groups, suggesting that the increased levels of fucosylation observed in serum of those with HCC is not the result of increased synthesis of fucosylated proteins in the cancer tissue. On the other hand, increased levels of a tetra-antennary glycan were observed in the HCC tissue as compared with the surrounding tissue or to the nondiseased livers. CONCLUSIONS This represents, to our knowledge, one of the first reports associating increased levels of branching with the development of HCC. IMPACT The identification of increased levels of tetra-antennary glycan on liver tumor tissue, as opposed to adjacent or nondiseased tissue may lead to improved detection of HCC.
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Affiliation(s)
- Anand Mehta
- Department of Microbiology and Immunology, Drexel University College of Medicine, Doylestown, PA, USA.
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