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Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia

Since the discovery of proprotein convertase subtilisin/kexin type 9 (PCSK9) as an attractive target in the treatment of hypercholesterolemia, multiple anti-PCSK9 therapeutic modalities have been pursued in drug development. The objective of this research is to set the stage for the quantitative ben...

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Autores principales: Sokolov, Victor, Helmlinger, Gabriel, Nilsson, Catarina, Zhudenkov, Kirill, Skrtic, Stanko, Hamrén, Bengt, Peskov, Kirill, Hurt-Camejo, Eva, Jansson-Löfmark, Rasmus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society for Biochemistry and Molecular Biology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6718444/
https://www.ncbi.nlm.nih.gov/pubmed/31292220
http://dx.doi.org/10.1194/jlr.M092486
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author Sokolov, Victor
Helmlinger, Gabriel
Nilsson, Catarina
Zhudenkov, Kirill
Skrtic, Stanko
Hamrén, Bengt
Peskov, Kirill
Hurt-Camejo, Eva
Jansson-Löfmark, Rasmus
author_facet Sokolov, Victor
Helmlinger, Gabriel
Nilsson, Catarina
Zhudenkov, Kirill
Skrtic, Stanko
Hamrén, Bengt
Peskov, Kirill
Hurt-Camejo, Eva
Jansson-Löfmark, Rasmus
author_sort Sokolov, Victor
collection PubMed
description Since the discovery of proprotein convertase subtilisin/kexin type 9 (PCSK9) as an attractive target in the treatment of hypercholesterolemia, multiple anti-PCSK9 therapeutic modalities have been pursued in drug development. The objective of this research is to set the stage for the quantitative benchmarking of two anti-PCSK9 pharmacological modality classes, monoclonal antibodies (mAbs) and small interfering RNA (siRNA). To this end, we developed an integrative mathematical model of lipoprotein homeostasis describing the dynamic interplay between PCSK9, LDL-cholesterol (LDL-C), VLDL-cholesterol, HDL-cholesterol (HDL-C), apoB, lipoprotein a [Lp(a)], and triglycerides (TGs). We demonstrate that LDL-C decreased proportionally to PCSK9 reduction for both mAb and siRNA modalities. At marketed doses, however, treatment with mAbs resulted in an additional ∼20% LDL-C reduction compared with siRNA. We further used the model as an evaluation tool and determined that no quantitative differences were observed in HDL-C, Lp(a), TG, or apoB responses, suggesting that the disruption of PCSK9 synthesis would provide no additional effects on lipoprotein-related biomarkers in the patient segment investigated. Predictive model simulations further indicate that siRNA therapies may reach reductions in LDL-C levels comparable to those achieved with mAbs if the current threshold of 80% PCSK9 inhibition via siRNA could be overcome.
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spelling pubmed-67184442019-09-04 Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia Sokolov, Victor Helmlinger, Gabriel Nilsson, Catarina Zhudenkov, Kirill Skrtic, Stanko Hamrén, Bengt Peskov, Kirill Hurt-Camejo, Eva Jansson-Löfmark, Rasmus J Lipid Res Patient-Oriented and Epidemiological Research Since the discovery of proprotein convertase subtilisin/kexin type 9 (PCSK9) as an attractive target in the treatment of hypercholesterolemia, multiple anti-PCSK9 therapeutic modalities have been pursued in drug development. The objective of this research is to set the stage for the quantitative benchmarking of two anti-PCSK9 pharmacological modality classes, monoclonal antibodies (mAbs) and small interfering RNA (siRNA). To this end, we developed an integrative mathematical model of lipoprotein homeostasis describing the dynamic interplay between PCSK9, LDL-cholesterol (LDL-C), VLDL-cholesterol, HDL-cholesterol (HDL-C), apoB, lipoprotein a [Lp(a)], and triglycerides (TGs). We demonstrate that LDL-C decreased proportionally to PCSK9 reduction for both mAb and siRNA modalities. At marketed doses, however, treatment with mAbs resulted in an additional ∼20% LDL-C reduction compared with siRNA. We further used the model as an evaluation tool and determined that no quantitative differences were observed in HDL-C, Lp(a), TG, or apoB responses, suggesting that the disruption of PCSK9 synthesis would provide no additional effects on lipoprotein-related biomarkers in the patient segment investigated. Predictive model simulations further indicate that siRNA therapies may reach reductions in LDL-C levels comparable to those achieved with mAbs if the current threshold of 80% PCSK9 inhibition via siRNA could be overcome. The American Society for Biochemistry and Molecular Biology 2019-09 2019-07-10 /pmc/articles/PMC6718444/ /pubmed/31292220 http://dx.doi.org/10.1194/jlr.M092486 Text en Copyright © 2019 Sokolov et al. http://creativecommons.org/licenses/by/4.0/ Author’s Choice—Final version open access under the terms of the Creative Commons CC-BY license.
spellingShingle Patient-Oriented and Epidemiological Research
Sokolov, Victor
Helmlinger, Gabriel
Nilsson, Catarina
Zhudenkov, Kirill
Skrtic, Stanko
Hamrén, Bengt
Peskov, Kirill
Hurt-Camejo, Eva
Jansson-Löfmark, Rasmus
Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia
title Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia
title_full Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia
title_fullStr Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia
title_full_unstemmed Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia
title_short Comparative quantitative systems pharmacology modeling of anti-PCSK9 therapeutic modalities in hypercholesterolemia
title_sort comparative quantitative systems pharmacology modeling of anti-pcsk9 therapeutic modalities in hypercholesterolemia
topic Patient-Oriented and Epidemiological Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6718444/
https://www.ncbi.nlm.nih.gov/pubmed/31292220
http://dx.doi.org/10.1194/jlr.M092486
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