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Dagli-Hernandez C, Ferreira GM, Freitas RCCD, Borges JB, Oliveira VFD, Gonçalves RM, Faludi AA, Marçal EDSR, Bastos GM, Bortolin RH, Hirata MH, Hirata RDC. Predicted deleterious variants in ABCA1, LPL, LPA and KIF6 are associated with statin response and adverse events in patients with familial hypercholesterolemia and disturb protein structure and stability. Pharmacogenet Genomics 2024; 34:91-104. [PMID: 38682317 DOI: 10.1097/fpc.0000000000000524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024]
Abstract
OBJECTIVES This study explored the association of deleterious variants in pharmacodynamics (PD) genes with statin response and adverse effects in patients with familial hypercholesterolemia (FH) and analyzed their potential effects on protein structure and stability. METHODS Clinical and laboratory data were obtained from 144 adult FH patients treated with statins. A panel of 32 PD genes was analyzed by exon-targeted gene sequencing. Deleterious variants were identified using prediction algorithms and their structural effects were analyzed by molecular modeling studies. RESULTS A total of 102 variants were predicted as deleterious (83 missense, 8 stop-gain, 4 frameshift, 1 indel, 6 splicing). The variants ABCA1 rs769705621 (indel), LPA rs41267807 (p.Tyr2023Cys) and KIF6 rs20455 (p.Trp719Arg) were associated with reduced low-density lipoprotein cholesterol (LDLc) response to statins, and the LPL rs1801177 (p.Asp36Asn) with increased LDLc response (P < 0.05). LPA rs3124784 (p.Arg2016Cys) was predicted to increase statin response (P = 0.022), and ABCA1 rs769705621 to increase the risk of statin-related adverse events (SRAE) (P = 0.027). LPA p.Arg2016Cys and LPL p.Asn36Asp maintained interactions with solvent, LPA p.Tyr2023Cys reduced intramolecular interaction with Gln1987, and KIF6 p.Trp719Arg did not affect intramolecular interactions. DDMut analysis showed that LPA p.Arg2016Cys and p.Tyr2023Cys and LPL p.Asp36Asn caused energetically favorable changes, and KIF6 p.Trp719Arg resulted in unfavorable energetic changes, affecting protein stability. CONCLUSION Deleterious variants in ABCA1, LPA, LPL and KIF6 are associated with variability in LDLc response to statins, and ABCA1 rs769705621 is associated with SRAE risk in FH patients. Molecular modeling studies suggest that LPA p.Tyr2023Cys and KIF6 p.Trp719Arg disturb protein conformational structure and stability.
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Affiliation(s)
- Carolina Dagli-Hernandez
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Glaucio Monteiro Ferreira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Renata Caroline Costa de Freitas
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Massachusetts, USA
| | | | - Victor Fernandes de Oliveira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | | | | | | | | | - Raul Hernandes Bortolin
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Mario Hiroyuki Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Rosario Dominguez Crespo Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo, Brazil
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Zhang Y, Huang J, Huang S, Liu J, Deng L, Liang C, Guo Y, Yao B, Wang X. Construction and characterization of a humanized SLCO1B1 rat model with its application in evaluating the uptake of different statins. Acta Pharm Sin B 2024; 14:1592-1604. [PMID: 38572097 PMCID: PMC10985027 DOI: 10.1016/j.apsb.2023.12.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/28/2023] [Accepted: 12/06/2023] [Indexed: 04/05/2024] Open
Abstract
Organic anion-transporting polypeptides 1B1 (OATP1B1) plays a crucial role in the transport of statins. However, there are too few animal models related to OATP1B1, especially humanized animal models. In this study, the human SLCO1B1 cDNA was inserted into the second exon of the rat Slco1b2 gene using CRISPR/Cas9 technology. Pharmacokinetic characteristics of statins were conducted in wild-type (WT), humanized OATP1B1 (hOATP1B1), and OATP1B2 knockout (OATP1B2 KO) rats, respectively. The results showed that human OATP1B1 was successfully expressed in rat liver and exhibited transport function. Furthermore, the pharmacokinetic results revealed that OATP1B1 exhibited varying uptake levels of pivastatin, rosuvastatin, and fluvastatin, leading to different levels of exposure within the body. These results were consistent with those obtained from in vitro experiments using overexpressed cell lines. In conclusion, we established a novel humanized SLCO1B1 transgenic rat model to assess the role of human OATP1B1 in the uptake of different statins. The different uptake mediated by OATP1B1 may be an important reason for the different efficacy of statins. The hOATP1B1 rat is a promising model for improving the prediction of human drug transport.
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Affiliation(s)
- Yuanjin Zhang
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Junze Huang
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Shengbo Huang
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Jie Liu
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Luyao Deng
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Chenmeizi Liang
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Yuanqing Guo
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Bingyi Yao
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
| | - Xin Wang
- Changning Maternity and Infant Health Hospital and School of Life Sciences, Shanghai Key Laboratory of Regulatory Biology, East China Normal University, Shanghai 200241, China
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Ryan TE, Torres MJ, Lin CT, Clark AH, Brophy PM, Smith CA, Smith CD, Morris EM, Thyfault JP, Neufer PD. High-dose atorvastatin therapy progressively decreases skeletal muscle mitochondrial respiratory capacity in humans. JCI Insight 2024; 9:e174125. [PMID: 38385748 DOI: 10.1172/jci.insight.174125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 01/09/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUNDWhile the benefits of statin therapy on atherosclerotic cardiovascular disease are clear, patients often experience mild to moderate skeletal myopathic symptoms, the mechanism for which is unknown. This study investigated the potential effect of high-dose atorvastatin therapy on skeletal muscle mitochondrial function and whole-body aerobic capacity in humans.METHODSEight overweight (BMI, 31.9 ± 2.0) but otherwise healthy sedentary adults (4 females, 4 males) were studied before (day 0) and 14, 28, and 56 days after initiating atorvastatin (80 mg/d) therapy.RESULTSMaximal ADP-stimulated respiration, measured in permeabilized fiber bundles from muscle biopsies taken at each time point, declined gradually over the course of atorvastatin treatment, resulting in > 30% loss of skeletal muscle mitochondrial oxidative phosphorylation capacity by day 56. Indices of in vivo muscle oxidative capacity (via near-infrared spectroscopy) decreased by 23% to 45%. In whole muscle homogenates from day 0 biopsies, atorvastatin inhibited complex III activity at midmicromolar concentrations, whereas complex IV activity was inhibited at low nanomolar concentrations.CONCLUSIONThese findings demonstrate that high-dose atorvastatin treatment elicits a striking progressive decline in skeletal muscle mitochondrial respiratory capacity, highlighting the need for longer-term dose-response studies in different patient populations to thoroughly define the effect of statin therapy on skeletal muscle health.FUNDINGNIH R01 AR071263.
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Affiliation(s)
- Terence E Ryan
- East Carolina Diabetes and Obesity Institute and
- Department of Physiology, Brody School of Medicine Greenville, North Carolina, USA
| | - Maria J Torres
- East Carolina Diabetes and Obesity Institute and
- Department of Kinesiology, East Carolina University, Greenville, North Carolina, USA
| | - Chien-Te Lin
- East Carolina Diabetes and Obesity Institute and
- Department of Physiology, Brody School of Medicine Greenville, North Carolina, USA
| | | | | | - Cheryl A Smith
- East Carolina Diabetes and Obesity Institute and
- Department of Physiology, Brody School of Medicine Greenville, North Carolina, USA
| | - Cody D Smith
- East Carolina Diabetes and Obesity Institute and
- Department of Physiology, Brody School of Medicine Greenville, North Carolina, USA
| | | | - John P Thyfault
- Cell Biology and Physiology and
- Kansas University Diabetes Institute and Department of Internal Medicine, Division of Endocrinology, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - P Darrell Neufer
- East Carolina Diabetes and Obesity Institute and
- Department of Physiology, Brody School of Medicine Greenville, North Carolina, USA
- Department of Biochemistry and Molecular Biology, Brody School of Medicine, Greenville, North Carolina, USA
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Ryu JY, Jang EH, Lee J, Kim JH, Youn YN. Prevention of neointimal hyperplasia after coronary artery bypass graft via local delivery of sirolimus and rosuvastatin: network pharmacology and in vivo validation. J Transl Med 2024; 22:166. [PMID: 38365767 PMCID: PMC10874014 DOI: 10.1186/s12967-024-04875-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 01/08/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Coronary artery bypass graft (CABG) is generally used to treat complex coronary artery disease. Treatment success is affected by neointimal hyperplasia (NIH) of graft and anastomotic sites. Although sirolimus and rosuvastatin individually inhibit NIH progression, the efficacy of combination treatment remains unknown. METHODS We identified cross-targets associated with CABG, sirolimus, and rosuvastatin by using databases including DisGeNET and GeneCards. GO and KEGG pathway enrichment analyses were conducted using R studio, and target proteins were mapped in PPI networks using Metascape and Cytoscape. For in vivo validation, we established a balloon-injured rabbit model by inducing NIH and applied a localized perivascular drug delivery device containing sirolimus and rosuvastatin. The outcomes were evaluated at 1, 2, and 4 weeks post-surgery. RESULTS We identified 115 shared targets between sirolimus and CABG among databases, 23 between rosuvastatin and CABG, and 96 among all three. TNF, AKT1, and MMP9 were identified as shared targets. Network pharmacology predicted the stages of NIH progression and the corresponding signaling pathways linked to sirolimus (acute stage, IL6/STAT3 signaling) and rosuvastatin (chronic stage, Akt/MMP9 signaling). In vivo experiments demonstrated that the combination of sirolimus and rosuvastatin significantly suppressed NIH progression. This combination treatment also markedly decreased the expression of inflammation and Akt signaling pathway-related proteins, which was consistent with the predictions from network pharmacology analysis. CONCLUSIONS Sirolimus and rosuvastatin inhibited pro-inflammatory cytokine production during the acute stage and regulated Akt/mTOR/NF-κB/STAT3 signaling in the chronic stage of NIH progression. These potential synergistic mechanisms may optimize treatment strategies to improve long-term patency after CABG.
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Affiliation(s)
- Ji-Yeon Ryu
- Division of Cardiovascular Surgery, Department of Thoracic and Cardiovascular Surgery, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, 03722, South Korea
| | - Eui Hwa Jang
- Division of Cardiovascular Surgery, Department of Thoracic and Cardiovascular Surgery, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, 03722, South Korea
| | - JiYong Lee
- School of Mechanical Engineering, Yonsei University, Seoul, 03722, South Korea
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Jung-Hwan Kim
- Division of Cardiovascular Surgery, Department of Thoracic and Cardiovascular Surgery, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, 03722, South Korea
| | - Young-Nam Youn
- Division of Cardiovascular Surgery, Department of Thoracic and Cardiovascular Surgery, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul, 03722, South Korea.
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Ronaldson PT, Williams EI, Betterton RD, Stanton JA, Nilles KL, Davis TP. CNS Drug Delivery in Stroke: Improving Therapeutic Translation From the Bench to the Bedside. Stroke 2024; 55:190-202. [PMID: 38134249 PMCID: PMC10752297 DOI: 10.1161/strokeaha.123.043764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
Drug development for ischemic stroke is challenging as evidenced by the paucity of therapeutics that have advanced beyond a phase III trial. There are many reasons for this lack of clinical translation including factors related to the experimental design of preclinical studies. Often overlooked in therapeutic development for ischemic stroke is the requirement of effective drug delivery to the brain, which is critical for neuroprotective efficacy of several small and large molecule drugs. Advancing central nervous system drug delivery technologies implies a need for detailed comprehension of the blood-brain barrier (BBB) and neurovascular unit. Such knowledge will permit the innate biology of the BBB/neurovascular unit to be leveraged for improved bench-to-bedside translation of novel stroke therapeutics. In this review, we will highlight key aspects of BBB/neurovascular unit pathophysiology and describe state-of-the-art approaches for optimization of central nervous system drug delivery (ie, passive diffusion, mechanical opening of the BBB, liposomes/nanoparticles, transcytosis, intranasal drug administration). Additionally, we will discuss how endogenous BBB transporters represent the next frontier of drug delivery strategies for stroke. Overall, this review will provide cutting edge perspective on how central nervous system drug delivery must be considered for the advancement of new stroke drugs toward human trials.
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Affiliation(s)
- Patrick T. Ronaldson
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, USA
- Graduate Interdisciplinary Program in Neuroscience, University of Arizona, Tucson, AZ, USA
| | - Erica I. Williams
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Robert D. Betterton
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Joshua A. Stanton
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Kelsy L. Nilles
- Graduate Interdisciplinary Program in Neuroscience, University of Arizona, Tucson, AZ, USA
| | - Thomas P. Davis
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, AZ, USA
- Graduate Interdisciplinary Program in Neuroscience, University of Arizona, Tucson, AZ, USA
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Sainz de Medrano Sainz JI, Brunet Serra M. Influence of pharmacogenetics on the diversity of response to statins associated with adverse drug reactions. ADVANCES IN LABORATORY MEDICINE 2023; 4:341-352. [PMID: 38106499 PMCID: PMC10724874 DOI: 10.1515/almed-2023-0123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 08/15/2023] [Indexed: 12/19/2023]
Abstract
Background Statins are one of the most prescribed medications in developed countries as the treatment of choice for reducing cholesterol and preventing cardiovascular diseases. However, a large proportion of patients experience adverse drug reactions, especially myotoxicity. Among the factors that influence the diversity of response, pharmacogenetics emerges as a relevant factor of influence in inter-individual differences in response to statins and can be useful in the prevention of adverse drug effects. Content A systematic review was performed of current knowledge of the influence of pharmacogenetics on the occurrence and prevention of statin-associated adverse reactions and clinical benefits of preemptive pharmacogenetics testing. Summary Genetic variants SLCO1B1 (rs4149056) for all statins; ABCG2 (rs2231142) for rosuvastatin; or CYP2C9 (rs1799853 and rs1057910) for fluvastatin are associated with an increase in muscle-related adverse effects and poor treatment adherence. Besides, various inhibitors of these transporters and biotransformation enzymes increase the systemic exposure of statins, thereby favoring the occurrence of adverse drug reactions. Outlook The clinical preemptive testing of this pharmacogenetic panel would largely prevent the incidence of adverse drug reactions. Standardized methods should be used for the identification of adverse effects and the performance and interpretation of genotyping test results. Standardization would allow to obtain more conclusive results about the association between SLCO1B1, ABCG and CYP2C9 variants and the occurrence of adverse drug reactions. As a result, more personalized recommendations could be established for each statin.
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Affiliation(s)
- Jaime I. Sainz de Medrano Sainz
- Servicio de Bioquímica y Genética Molecular, Centro de Diagnóstico Biomédico, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Mercè Brunet Serra
- Jefa de sección de Farmacología y Toxicología, Servicio de Bioquímica y Genética Molecular, Centro de Diagnóstico Biomédico, Hospital Clínic de Barcelona, Barcelona, Spain
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Sainz de Medrano Sainz JI, Brunet Serra M. Influencia de la farmacogenética en la diversidad de respuesta a las estatinas asociada a las reacciones adversas. ADVANCES IN LABORATORY MEDICINE 2023; 4:353-364. [PMID: 38106494 PMCID: PMC10724860 DOI: 10.1515/almed-2023-0064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 08/15/2023] [Indexed: 12/19/2023]
Abstract
Introducción Las estatinas son unos de los medicamentos más prescritos en los países desarrollados por ser el tratamiento de elección para reducir los niveles de colesterol ayudando así a prevenir la enfermedad cardiovascular. Sin embargo, un gran número de pacientes sufre reacciones adversas, en especial miotoxicidad. Entre los factores que influyen en la diversidad de respuesta, la farmacogenética puede jugar un papel relevante especialmente en la prevención de los efectos adversos asociados a estos medicamentos. Contenido Revisión de los conocimientos actuales sobre la influencia de la farmacogenética en la aparición y prevención de las reacciones adversas asociadas a estatinas, así como del beneficio clínico del test farmacogenético anticipado. Resumen Variaciones genéticas en SLCO1B1 (rs4149056) para todas las estatinas; en ABCG2 (rs2231142) para rosuvastatina; o en CYP2C9 (rs1799853 y rs1057910) para fluvastatina están asociadas a un incremento de las reacciones adversas de tipo muscular y a una baja adherencia al tratamiento. Además, diversos fármacos inhibidores de estos transportadores y enzimas de biotransformación incrementan la exposición sistémica de las estatinas favoreciendo la aparición de las reacciones adversas. Perspectiva La implementación clínica del análisis anticipado de este panel de farmacogenética evitaría en gran parte la aparición de reacciones adversas. Además, la estandarización en la identificación de los efectos adversos, en la metodología e interpretación del genotipo, permitirá obtener resultados más concluyentes sobre la asociación entre las variantes genéticas del SLCO1B1, ABCG y CYP2C9 y la aparición de reacciones adversas y establecer recomendaciones para alcanzar tratamientos más personalizados para cada estatina.
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Affiliation(s)
- Jaime I. Sainz de Medrano Sainz
- Servicio de Bioquímica y Genética Molecular, Centro de Diagnóstico Biomédico, Hospital Clínic de Barcelona, Barcelona, España
| | - Mercè Brunet Serra
- Jefa de sección de Farmacología y Toxicología, Servicio de Bioquímica y Genética Molecular, Centro de Diagnóstico Biomédico, Hospital Clínic de Barcelona, Barcelona, España
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Al-Husseini JK, Fong EM, Wang C, Ha JH, Upreti M, Chiarelli PA, Johal MS. Ex Vivo Drug Screening Assay with Artificial Membranes: Characterizing Cholesterol Desorbing Competencies of Beta-Cyclodextrins. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023; 39:12590-12598. [PMID: 37651551 DOI: 10.1021/acs.langmuir.3c01173] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Despite advancements in contemporary therapies, cardiovascular disease from atherosclerosis remains a leading cause of mortality worldwide. Supported lipid bilayers (SLBs) are membrane interfaces that can be constructed with varying lipid compositions. Herein, we use a solvent-assisted lipid bilayer (SALB) construction method to build SLB membranes with varying cholesterol compositions to create a lipid-sterol interface atop a piezoelectric sensor. These cholesterol-laden SLBs were utilized to investigate the mechanisms of various cholesterol-lowering drug molecules. Within a flow-cell, membranes with varying cholesterol content were exposed to cyclodextrins 2-hydroxypropyl-beta-cyclodextrin (HPβCD) and methyl-beta-cyclodextrin (MβCD). Quartz-crystal microgravimetry with dissipation monitoring (QCM-D) enabled the collection of in vitro, real-time changes in relative areal mass and dissipation. We define the cholesterol desorbing competency of a cyclodextrin species via measures of the rate of cholesterol removal, the rate of the transfer of membrane-bound cholesterol to drug-complexed cholesterol, and the binding strength of the drug to the cholesterol-ladened membrane. Desorption data revealed distinct cholesterol removal kinetics for each cyclodextrin while also supporting a model for the lipid-cholesterol-drug interface. We report that MβCD removes a quantity of cholesterol 1.61 times greater, with a speed 2.12 times greater, binding affinity to DOPC lipid interfaces 1.97 times greater, and rate of internal cholesterol transfer 3.41 times greater than HPβCD.
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Affiliation(s)
- Jacob K Al-Husseini
- Department of Neurological Surgery, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
| | - Ethan M Fong
- Department of Chemistry, Pomona College, Claremont, California 91711, United States
| | - Chris Wang
- Department of Chemistry, Pomona College, Claremont, California 91711, United States
| | - Joseph H Ha
- Department of Neurological Surgery, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
| | - Meenakshi Upreti
- Department of Neurological Surgery, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
| | - Peter A Chiarelli
- Department of Neurological Surgery, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
- The Saban Research Institute, Children's Hospital Los Angeles, Los Angeles, California 90027, United States
| | - Malkiat S Johal
- Department of Chemistry, Pomona College, Claremont, California 91711, United States
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Sun L, Wolska A, Amar M, Zubirán R, Remaley AT. Approach to the Patient With a Suboptimal Statin Response: Causes and Algorithm for Clinical Management. J Clin Endocrinol Metab 2023; 108:2424-2434. [PMID: 36929838 PMCID: PMC10438872 DOI: 10.1210/clinem/dgad153] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/27/2023] [Accepted: 03/15/2023] [Indexed: 03/18/2023]
Abstract
CONTEXT Statins are the lipid-lowering therapy of choice for the prevention of atherosclerotic cardiovascular disease (ASCVD) but their effectiveness in lowering low-density lipoprotein cholesterol (LDL-C) can substantially differ between individuals. In this mini-review, we describe the different causes for a suboptimal statin response and an algorithm for the diagnosis and clinical management of these patients. EVIDENCE ACQUISITION A PubMed search using the terms "statin resistance," "statin sensitivity," "statin pharmacokinetics," "cardiovascular disease," and "lipid-lowering therapies" was performed. Published papers in the past 10 years that were relevant to the topic were examined to provide content for this mini-review. EVIDENCE SYNTHESIS Suboptimal lowering of LDL-C by statins is a major problem in the clinical management of patients and limits the value of this therapeutic approach. There are multiple causes of statin hyporesponsiveness with compliance being the most common explanation. Other causes, such as analytical issues with LDL-C measurement and the presence of common lipid disorders (familial hypercholesterolemia, elevated lipoprotein[a] and secondary dyslipidemias) should be excluded before considering primary statin resistance from rare genetic variants in lipoprotein-related or drug-metabolism genes. A wide variety of nonstatin lipid-lowering drugs are now available and can be added to statins to achieve more effective LDL-C lowering. CONCLUSIONS The evaluation of statin hyporesponsiveness is a multistep process that can lead to the optimization of lipid-lowering therapy for the prevention of ASCVD. It may also lead to the identification of distinct types of dyslipidemias that require specific therapies and/or the genetic screening of family members.
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Affiliation(s)
- Lufan Sun
- Department of Cardiology, The First Hospital of China Medical University, Shenyang 110001, China
| | - Anna Wolska
- Lipoprotein Metabolism Laboratory, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Marcelo Amar
- Lipoprotein Metabolism Laboratory, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rafael Zubirán
- Departamento de Endocrinología y Metabolismo de Lípidos, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
- Unidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
| | - Alan T Remaley
- Lipoprotein Metabolism Laboratory, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892, USA
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Alrajeh K, AlAzzeh O, Roman Y. The frequency of major ABCG2, SLCO1B1 and CYP2C9 variants in Asian, Native Hawaiian and Pacific Islander women subgroups: implications for personalized statins dosing. Pharmacogenomics 2023; 24:381-398. [PMID: 37222158 PMCID: PMC10242434 DOI: 10.2217/pgs-2023-0043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/05/2023] [Indexed: 05/25/2023] Open
Abstract
Aim: The frequencies of SLCO1B1*5 and CYP2C9*2 and *3 in specific Asian, Native Hawaiian and Pacific Islander (NHPI) subgroups are unknown. Patients & methods: Repository DNA samples from 1064 women self-identifying as Filipino, Korean, Japanese, Native Hawaiian, Marshallese or Samoan and aged 18 years or older were used for targeted sequencing of three genetic variants (rs4149056, rs1799853 and rs1057910). Results: SLCO1B1*5 was significantly less frequent in NHPI women (0.5-6%) than in Europeans (16%). Except for Koreans, CYP2C9*2 (0-1.4%) and *3 (0.5-3%) were significantly less frequent in all subgroups than in Europeans (8 and 12.7%, respectively). Prior reports showed that Asian and NHPI individuals have significantly higher ABCG2 Q141K allele frequency (13-46%) than Europeans (9.4%). Combined phenotype rates for rosuvastatin and fluvastatin revealed that Filipinos and Koreans had the highest frequencies of statin-associated myopathy symptoms risk alleles. Conclusion: Differences in ABCG2, SLCO1B1 and CYP2C9 allele frequencies among different racial and ethnic subgroups highlight the need for increased diversity in pharmacogenetic research. Risk alleles for statin-associated myopathy symptoms are more prevalent in Filipinos, underscoring the importance of genotype-based statin dosing.
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Affiliation(s)
- Khalifa Alrajeh
- Department of Pharmacotherapy & Outcome Science, Virginia Commonwealth University School of Pharmacy, 410 N 12th Street, Richmond, VA 23298, USA
- Department of Pharmacy Practice, King Faisal University College of Clinical Pharmacy, PO Box 400, Hofuf, Eastern Province, 31982, Saudi Arabia
| | - Ola AlAzzeh
- Department of Pharmacotherapy & Outcome Science, Virginia Commonwealth University School of Pharmacy, 410 N 12th Street, Richmond, VA 23298, USA
| | - Youssef Roman
- Department of Pharmacotherapy & Outcome Science, Virginia Commonwealth University School of Pharmacy, 410 N 12th Street, Richmond, VA 23298, USA
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11
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Babayeva M, Loewy ZG. Cannabis Pharmacogenomics: A Path to Personalized Medicine. Curr Issues Mol Biol 2023; 45:3479-3514. [PMID: 37185752 PMCID: PMC10137111 DOI: 10.3390/cimb45040228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/05/2023] [Accepted: 04/12/2023] [Indexed: 05/17/2023] Open
Abstract
Cannabis and related compounds have created significant research interest as a promising therapy in many disorders. However, the individual therapeutic effects of cannabinoids and the incidence of side effects are still difficult to determine. Pharmacogenomics may provide the answers to many questions and concerns regarding the cannabis/cannabinoid treatment and help us to understand the variability in individual responses and associated risks. Pharmacogenomics research has made meaningful progress in identifying genetic variations that play a critical role in interpatient variability in response to cannabis. This review classifies the current knowledge of pharmacogenomics associated with medical marijuana and related compounds and can assist in improving the outcomes of cannabinoid therapy and to minimize the adverse effects of cannabis use. Specific examples of pharmacogenomics informing pharmacotherapy as a path to personalized medicine are discussed.
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Affiliation(s)
- Mariana Babayeva
- Department of Biomedical and Pharmaceutical Sciences, Touro College of Pharmacy, New York, NY 10027, USA
| | - Zvi G Loewy
- Department of Biomedical and Pharmaceutical Sciences, Touro College of Pharmacy, New York, NY 10027, USA
- Department of Pathology, Microbiology and Immunology, New York Medical College, Valhalla, NY 10595, USA
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12
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del Rio Hernandez CE, Campbell LJ, Atkinson PH, Munkacsi AB. Network Analysis Reveals the Molecular Bases of Statin Pleiotropy That Vary with Genetic Background. Microbiol Spectr 2023; 11:e0414822. [PMID: 36946734 PMCID: PMC10100750 DOI: 10.1128/spectrum.04148-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 02/18/2023] [Indexed: 03/23/2023] Open
Abstract
Many approved drugs are pleiotropic: for example, statins, whose main cholesterol-lowering activity is complemented by anticancer and prodiabetogenic mechanisms involving poorly characterized genetic interaction networks. We investigated these using the Saccharomyces cerevisiae genetic model, where most genetic interactions known are limited to the statin-sensitive S288C genetic background. We therefore broadened our approach by investigating gene interactions to include two statin-resistant genetic backgrounds: UWOPS87-2421 and Y55. Networks were functionally focused by selection of HMG1 and BTS1 mevalonate pathway genes for detection of genetic interactions. Networks, multilayered by genetic background, were analyzed for key genes using network centrality (degree, betweenness, and closeness), pathway enrichment, functional community modules, and Gene Ontology. Specifically, we found modification genes related to dysregulated endocytosis and autophagic cell death. To translate results to human cells, human orthologues were searched for other drug targets, thus identifying candidates for synergistic anticancer bioactivity. IMPORTANCE Atorvastatin is a highly successful drug prescribed to lower cholesterol and prevent cardiovascular disease in millions of people. Though much of its effect comes from inhibiting a key enzyme in the cholesterol biosynthetic pathway, genes in this pathway interact with genes in other pathways, resulting in 15% of patients suffering painful muscular side effects and 50% having inadequate responses. Such multigenic complexity may be unraveled using gene networks assembled from overlapping pairs of genes that complement each other. We used the unique power of yeast genetics to construct genome-wide networks specific to atorvastatin bioactivity in three genetic backgrounds to represent the genetic variation and varying response to atorvastatin in human individuals. We then used algorithms to identify key genes and their associated FDA-approved drugs in the networks, which resulted in the distinction of drugs that may synergistically enhance the known anticancer activity of atorvastatin.
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Affiliation(s)
- Cintya E. del Rio Hernandez
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
| | - Lani J. Campbell
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
| | - Paul H. Atkinson
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
| | - Andrew B. Munkacsi
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, Wellington, New Zealand
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13
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Petrosyan AS, Rud' RS, Polyakov PP, Kade AK, Zanin SA. The Pathogenetic Basis of the Action of Bempedoic Acid. RATIONAL PHARMACOTHERAPY IN CARDIOLOGY 2023. [DOI: 10.20996/1819-6446-2022-12-11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The modern cardiology has a wide range of medications which affect various pathogenetic links of atherosclerosis, but even the best of them still obtain disadvantages causing intolerance and medicine discontinuation. The development of new hypolipidemic medications will allow not only to introduce alternative therapies into the cardiology practice, but also to completely execute the strategy of residual risk reduction by utilizing rational combinations of medications. One of such alternatives could be bempedoic acid, which can have a positive effect on a number of endpoints as the results of third phase trials have shown. These effects are also confirmed in Mendelian randomization studies. The mechanism of action of bempedoic acid is presumably associated with inhibition of the activity of ATP citrate lyase – the enzyme responsible for the breakdown of citrate into acetyl-CoA and oxaloacetate. Acetyl-CoA, in turn, is used by the cell to synthesize cholesterol and fatty acids. Thus, bempedoic acid affects in the same metabolic pathway as statins, but at an earlier stage. According to this, it is possible that medications of these classes will have similar side effects and pleiotropic effects associated with modulation of the mevalonic pathway, such as prenylation regulatory proteins (small GTPases) or reduction of coenzyme Q synthesis. However, there are also some specific features of the pharmacodynamics and pharmacokinetics of bempedoic acid to be considered. In particular, once entered the body, it must be activated via esterification by very long-chain acyl-CoA synthetase-1. The enzyme isoform required for this process is expressed in a tissue-specific manner and, for example, is absent in skeletal myocytes. In addition, citrate, oxaloacetate, and acetyl-CoA are important regulators of many intracellular processes: metabolism, growth and proliferation, mechanotransduction, posttranslational modifications of histones and other proteins. The levels of all three substances are altered by bempedoic acid, although no firm conclusions about the effects of these changes can be drawn at this time. The mentioned features probably have a significant impact on the clinical profile of bempedoic acid and underlie the differences from statins already observed in third phase trials, including, for example, a reduced risk of the onset or worsening of diabetes mellitus while taking bempedoic acid.
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Affiliation(s)
| | - R. S. Rud'
- I.M. Sechenov First Moscow State Medical University (Sechenov University)
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14
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Valverde-Hernández JC, Flores-Cruz A, Chavarría-Soley G, Silva de la Fuente S, Campos-Sánchez R. Frequencies of variants in genes associated with dyslipidemias identified in Costa Rican genomes. Front Genet 2023; 14:1114774. [PMID: 37065472 PMCID: PMC10098023 DOI: 10.3389/fgene.2023.1114774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 03/14/2023] [Indexed: 04/18/2023] Open
Abstract
Dyslipidemias are risk factors in diseases of significant importance to public health, such as atherosclerosis, a condition that contributes to the development of cardiovascular disease. Unhealthy lifestyles, the pre-existence of diseases, and the accumulation of genetic variants in some loci contribute to the development of dyslipidemia. The genetic causality behind these diseases has been studied primarily on populations with extensive European ancestry. Only some studies have explored this topic in Costa Rica, and none have focused on identifying variants that can alter blood lipid levels and quantifying their frequency. To fill this gap, this study focused on identifying variants in 69 genes involved in lipid metabolism using genomes from two studies in Costa Rica. We contrasted the allelic frequencies with those of groups reported in the 1000 Genomes Project and gnomAD and identified potential variants that could influence the development of dyslipidemias. In total, we detected 2,600 variants in the evaluated regions. However, after various filtering steps, we obtained 18 variants that have the potential to alter the function of 16 genes, nine variants have pharmacogenomic or protective implications, eight have high risk in Variant Effect Predictor, and eight were found in other Latin American genetic studies of lipid alterations and the development of dyslipidemia. Some of these variants have been linked to changes in blood lipid levels in other global studies and databases. In future studies, we propose to confirm at least 40 variants of interest from 23 genes in a larger cohort from Costa Rica and Latin American populations to determine their relevance regarding the genetic burden for dyslipidemia. Additionally, more complex studies should arise that include diverse clinical, environmental, and genetic data from patients and controls and functional validation of the variants.
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Affiliation(s)
| | - Andrés Flores-Cruz
- Centro de Investigación en Biología Celular y Molecular, University of Costa Rica, San José, Costa Rica
| | - Gabriela Chavarría-Soley
- Centro de Investigación en Biología Celular y Molecular, University of Costa Rica, San José, Costa Rica
- Escuela de Biología, University of Costa Rica, San José, Costa Rica
| | - Sandra Silva de la Fuente
- Centro de Investigación en Biología Celular y Molecular, University of Costa Rica, San José, Costa Rica
| | - Rebeca Campos-Sánchez
- Centro de Investigación en Biología Celular y Molecular, University of Costa Rica, San José, Costa Rica
- *Correspondence: Rebeca Campos-Sánchez,
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15
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Dai R, Zhao X, Zhuo H, Wang W, Xu Y, Hu Z, Zhang T, Zhao J. CYP2C19 metabolizer phenotypes may affect the efficacy of statins on lowering small dense low-density lipoprotein cholesterol of patients with coronary artery disease. Front Cardiovasc Med 2022; 9:1016126. [PMID: 36601065 PMCID: PMC9806256 DOI: 10.3389/fcvm.2022.1016126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 11/21/2022] [Indexed: 12/23/2022] Open
Abstract
Background Dyslipidemia is a major cause of arteriosclerotic cardiovascular disease (ASCVD), and low-density lipoprotein cholesterol (LDL-C) is the profile to be reduced to prevent disease progression. Small dense low-density lipoprotein cholesterol (sdLDL-C) has been proven to be a more effective biomarker than LDL-C for ASCVD primary and secondary prevention. CYP2C19 is an important drug metabolism gene. This study aimed to investigate the relationship between sdLDL-C and coronary artery disease (CAD) risk factors and explore the influence of CYP2C19 metabolizer phenotypes on the sdLDL-C lowering efficacy of statins. Methods This study recruited 182 patients with CAD and 200 non-CAD controls. Baseline laboratory indices of fasting blood were detected, including blood lipids, glucose, and creatinine. In addition, LDL-C subfractions were separated and quantified. Gene polymorphisms of SLCO1B1 and CYP2C19 were detected in patients with CAD. The LDL-C subfractions levels of patients with CAD were followed up after statin drug treatment. Results Total cholesterol, LDL-C, LDLC-2, LDLC-3, LDLC-4, LDLC-5, LDLC-6, LDLC-7, and sdLDL-C levels of patients with CAD were significantly higher than those in non-CAD controls. Meanwhile, sdLDL-C (AUC = 0.838) and LDLC-4 (AUC = 0.835) performed outstandingly in distinguishing patients with CAD from controls. Based on CYP2C19 metabolizer phenotypes, 113 patients with CAD were divided into the extensive metabolizer (EM, n = 49), intermediate metabolizer (IM, n = 52), and poor metabolizer (PM, n = 12) groups. The patients with IM and PM metabolizer phenotypes had better sdLDL-C lowering efficacy after taking statin drugs than patients with EM phenotype (P = 0.0268, FDR = 0.0536). The SLCO1B1 genotype had no significant impact on the efficacy of statins (P = 0.1611, FDR = 0.1611). Conclusion sdLDL-C and LDLC-4 outperformed other blood lipids such as LDL-C for CAD risk screening. CYP2C19 metabolizer phenotypes had the potential to predict the efficacy of statins in lowering sdLDL-C.
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Affiliation(s)
- Ruozhu Dai
- Department of Cardiology, Quanzhou First Hospital Afliated to Fujian Medical University, Quanzhou, Fujian, China
| | - Xiaoyu Zhao
- Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China
| | - Huilin Zhuo
- Department of Cardiology, Quanzhou First Hospital Afliated to Fujian Medical University, Quanzhou, Fujian, China
| | - Wei Wang
- Department of Cardiology, Quanzhou First Hospital Afliated to Fujian Medical University, Quanzhou, Fujian, China
| | - Yue Xu
- Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China
| | - Zixin Hu
- Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China,Artificial Intelligence Innovation and Incubation Institute, Fudan University, Shanghai, China,Fudan Zhangjiang Institute, Shanghai, China,*Correspondence: Zixin Hu ✉
| | - Tiexu Zhang
- Department of Cardiovascular Medicine, The First People's Hospital of Pingdingshan, Pingdingshan, Henan, China,Tiexu Zhang ✉
| | - Jiangman Zhao
- Shanghai Biotecan Pharmaceuticals Co., Ltd., Shanghai Zhangjiang Institute of Medical Innovation, Shanghai, China,Jiangman Zhao ✉
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16
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Niu R, Guo L, Dong X, Pan L, Hai Y, Chen X, Duan B. Analysis of the difference in SLCO1B1 and APOE gene polymorphisms between Mongolian and Han populations. Pharmacogenomics 2022; 23:783-790. [PMID: 36073969 DOI: 10.2217/pgs-2022-0072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Objective: To analyze SLCO1B1 and APOE polymorphisms and their clinical significance in the Mongolian and Han populations in Ordos, Inner Mongolia. Methods: Mongolian patients (n = 200) with cardiovascular disease admitted to our hospital from January 2018 to December 2020 were selected as the Mongolian population group. Han patients (n = 200) with cardiovascular diseases admitted during the same period were selected as the Han population group. Mutations in SLCO1B1 and APOE were detected by real-time fluorescence qPCR, and the differences between the two groups were analyzed. Results: The nucleotide polymorphisms of SLCO1B1 and APOE in the Mongolian and Han populations were consistent with the Hardy-Weinberg law. There were significant differences in gender, age, BMI, hypertension, alcohol consumption, dyslipidemia and low-density lipoprotein cholesterol levels between the two groups. APOE genotypes were classified according to those related to the efficacy of statins and the risk of atherosclerosis, and there was a significant difference between the two groups. Conclusion: There were differences in SLCO1B1 and APOE polymorphisms between the Mongolian and Han populations in Ordos. These may explain the differences in the incidence of cardiovascular diseases and the lipid-lowering efficacy of statins between the two populations.
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Affiliation(s)
- Ruibing Niu
- Department of Clinical Laboratory, Ordos Central Hospital, Ordos, Inner Mongolia, 017000, China
| | - Liping Guo
- Department of Dermatology, Ordos Central Hospital, Ordos, Inner Mongolia, 017000, China
| | - Xiaoxian Dong
- Department of Dermatology, Ordos Central Hospital, Ordos, Inner Mongolia, 017000, China
| | - Li Pan
- Department of General practice, Ordos Central Hospital, Ordos, Inner Mongolia, 017000, China
| | - Yueqin Hai
- Inner Mongolia Medical University, Hohhot, Inner Mongolia, 010000, China
| | - Xiaoxiao Chen
- Baotou Medical College, Inner Mongolia University of Science & Technology, Baotou, Inner Mongolia, 014000, China
| | - Baosheng Duan
- Department of Clinical Laboratory, Ordos Central Hospital, Ordos, Inner Mongolia, 017000, China
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17
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Elalem EG, Jelani M, Khedr A, Ahmad A, Alaama TY, Alaama MN, Al-Kreathy HM, Damanhouri ZA. Association of cytochromes P450 3A4*22 and 3A5*3 genotypes and polymorphism with response to simvastatin in hypercholesterolemia patients. PLoS One 2022; 17:e0260824. [PMID: 35839255 PMCID: PMC9286239 DOI: 10.1371/journal.pone.0260824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 11/17/2021] [Indexed: 11/18/2022] Open
Abstract
Backgrounds Inter-individual variability in response to statin was mainly due to genetic differences. This study aimed to investigate the association of CYP3A4*22 (rs35599367), CYP3A5*3 (rs776746) single nucleotide polymorphism (SNP) with response to simvastatin in hypercholesterolemia patients conducted at King Abdulaziz University hospital (KAUH) in Jeddah, Saudi Arabia. Patients and methods A total of 274 participants were registered in the current study. Hypercholesterolemic patients taking simvastatin 20 mg (n = 148) and control subjects (n = 126) were tested for rs35599367 and rs776746 genotypes using Custom Taqman ® Assay Probes. Response to simvastatin in these patients was assessed by determination of low density lipoprotein (LDL-C), total cholesterol (TC) and by measuring statin plasma levels using Liquid Chromatography-Mass Spectrometry (LC-MS). Results None of the participants carried a homozygous CYP3A4*22 mutant genotype, while 12 (4.4%) individuals had a heterozygous genotype and 262 (95.6%) had a wild homozygous genotype. The CYP3A5*3 allele was detected in the homozygous mutant form in 16 (5.8%) individuals, while 74 (27.0%) individuals carried the heterozygous genotype and 184 (67.2%) carried the wildtype homozygous genotype. Of the patient group, 15 (11%) were classified as intermediate metabolizers (IMs) and 133 (89%) as extensive metabolizers (EMs). Plasma simvastatin concentrations for the combined CYP3A4/5 genotypes were significantly (P<0.05) higher in the IMs group than in the EMs group. TC and plasma LDL-C levels were also significantly (P<0.05) higher in IMs than in EMs. Conclusion The present study showed associations between CYP3A4*22 (rs35599367) and CYP3A5*3 (rs776746) SNP combination genotypes with response to statins in hypercholesterolemia. Patients who had either a mutant homozygous allele for CYP3A5*3 or mutant homozygous and heterozygous alleles for CYP3A4*22 showed increased response to lower TC and LDL-C levels.
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Affiliation(s)
- Elbatool G. Elalem
- Department of Pharmacology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Musharraf Jelani
- Department of Genetic Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
- Princess Al-Jawhara Center of Excellence in Research of Hereditary Disorders, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Alaa Khedr
- Department of Analytical Chemistry, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Aftab Ahmad
- Health Information Technology Department, Jeddah Community College, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Tareef Y. Alaama
- Department of Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Mohamed Nabeel Alaama
- Department of Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Huda M. Al-Kreathy
- Department of Pharmacology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Zoheir A. Damanhouri
- Department of Pharmacology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
- * E-mail:
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18
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Petry NJ, Baye JF, Frear S, Jacobsen K, Massmann A, Schultz A, Heukelom JV, Christensen K. Progression of precision statin prescribing for reduction of statin-associated muscle symptoms. Pharmacogenomics 2022; 23:585-596. [PMID: 35775396 DOI: 10.2217/pgs-2022-0055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: Statins are among the most commonly prescribed medications, and improve patient outcomes by lowering cholesterol levels, but also have side effects. Variations in statin response can be attributed to a handful of factors that include pharmacogenetics. Methods: While not a true review article, this work was written using various search engines and terms and previous and newly published Clinical Pharmacogenetics Implementation Consortium (CPIC) guidelines for statins to provide a historical perspective in addition to the current status of statin-related pharmacogenetics and future perspectives. Results: This article provides historical background on statins and associated adverse effects, reviews pharmacogenetic implications, applies clinical-decision support, incorporates the latest CPIC guidelines and addresses future implications. Conclusion: Statins are a beneficial medication, but not without risk. Pharmacogenomics can help mitigate some risk factors. Clinical-decision support, implementation, research and guidelines will continue to influence statin prescribing.
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Affiliation(s)
- Natasha J Petry
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA.,Department of Pharmacy Practice, North Dakota State University, Fargo, ND 58108, USA
| | - Jordan F Baye
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA.,South Dakota State University, College of Pharmacy & Allied Health Professions, SD 57007, USA.,University of South Dakota, Department of Internal Medicine, SD 57105, USA
| | - Samantha Frear
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA
| | - Kristen Jacobsen
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA
| | - Amanda Massmann
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA.,University of South Dakota, Department of Internal Medicine, SD 57105, USA
| | - April Schultz
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA.,University of South Dakota, Department of Internal Medicine, SD 57105, USA
| | - Joel Van Heukelom
- Sanford Health Imagenetics, 1321 W 22nd St, Sioux Falls, SD 57105, USA.,University of South Dakota, Department of Internal Medicine, SD 57105, USA
| | - Kurt Christensen
- Department of Population Medicine, PRecisiOn Medicine Translational Research (PROMoTeR) Center, Harvard Pilgrim Health Care Institute, Boston, MA 02215, USA.,Department of Population Medicine, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of MIT & Harvard, Cambridge, MA 02142, USA
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19
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Pilon MO, Leclair G, Oussaïd E, St-Jean I, Jutras M, Gaulin MJ, Mongrain I, Busseuil D, Rouleau JL, Tardif JC, Dubé MP, de Denus S. An association study of ABCG2 rs2231142 on the concentrations of allopurinol and its metabolites. Clin Transl Sci 2022; 15:2024-2034. [PMID: 35689378 PMCID: PMC9372422 DOI: 10.1111/cts.13318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 04/25/2022] [Accepted: 05/09/2022] [Indexed: 11/30/2022] Open
Abstract
ABCG2 is a gene that codes for the human breast cancer resistance protein (BCRP). It is established that rs2231142 G>T, a single nucleotide polymorphism of the ABCG2 gene, is associated with gout and poor response to allopurinol, a uric acid‐lowering agent used to treat this condition. It has also been suggested that oxypurinol, the primary active metabolite of allopurinol, is a substrate of the BCRP. We thus hypothesized that carrying the rs2231142 variant would be associated with decreased oxypurinol concentrations, which would explain the lower reduction in uric acid. We performed a cross‐sectional study to investigate the association between the ABCG2 rs2231142 variant and oxypurinol, allopurinol, and allopurinol riboside concentrations in 459 participants from the Montreal Heart Institute Hospital Cohort. Age, sex, weight, use of diuretics, and estimated glomerular filtration rate were all significantly associated with oxypurinol plasma concentration. No association was found between rs2231142 and oxypurinol, allopurinol and allopurinol riboside plasma concentrations. Rs2231142 was not significantly associated with daily allopurinol dose in the overall population, but an association was observed in men, with T carriers receiving higher doses. Our results do not support a major role of ABCG2 in the pharmacokinetics of allopurinol or its metabolites. The underlying mechanism of the association between rs2231142 and allopurinol efficacy requires further investigation.
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Affiliation(s)
- Marc-Olivier Pilon
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada.,Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada
| | - Grégoire Leclair
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
| | - Essaïd Oussaïd
- Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada
| | - Isabelle St-Jean
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
| | - Martin Jutras
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
| | - Marie-Josée Gaulin
- Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada
| | - Ian Mongrain
- Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada
| | - David Busseuil
- Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada
| | - Jean Lucien Rouleau
- Montreal Heart Institute, Montreal, Quebec, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
| | - Jean-Claude Tardif
- Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
| | - Marie-Pierre Dubé
- Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada.,Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
| | - Simon de Denus
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada.,Montreal Heart Institute, Montreal, Quebec, Canada.,Université de Montreal Beaulieu-Saucier Pharmacogenomics Center, Montreal, Quebec, Canada
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20
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Abbes H, Boujaafar S, Ajmi M, Omezzine A, Bouslama A. Apport de la pharmacogénétique dans le domaine cardio-vasculaire, l’exemple des statines. ACTUALITES PHARMACEUTIQUES 2022. [DOI: 10.1016/j.actpha.2022.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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21
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Saavedra K, Leal K, Saavedra N, Prado Y, Paez I, Ubilla CG, Rojas G, Salazar LA. MicroRNA-20a-5p Downregulation by Atorvastatin: A Potential Mechanism Involved in Lipid-Lowering Therapy. Int J Mol Sci 2022; 23:ijms23095022. [PMID: 35563413 PMCID: PMC9104095 DOI: 10.3390/ijms23095022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 04/14/2022] [Accepted: 04/22/2022] [Indexed: 02/05/2023] Open
Abstract
The treatment of hypercholesterolemia is mainly based on statins. However, the response to pharmacological therapy shows high inter-individual variability, resulting in variable effects in both lipid lowering and risk reduction. Thus, a better understanding of the lipid-lowering mechanisms and response variability at the molecular level is required. Previously, we demonstrated a deregulation of the microRNA expression profile in HepG2 cells treated for 24 h with atorvastatin, using a microarray platform. In the present study, we evaluated the expression of hsa-miR-17-5p, hsa-miR-20a-5p and hsa-miR-106a-5p in hypercholesterolemic patients before and after atorvastatin treatment and in HepG2 cells treated for 24 h with atorvastatin The miRNA hsa-mir-20a-5p was repressed after atorvastatin treatment in hypercholesteremic subjects and in HepG2 cells in culture. Repression of hsa-mir-20a-5p increased LDLR gene and protein expression in HepG2 cells, while hsa-mir-20a-5p overexpression reduced LDLR gene and protein expression.
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Affiliation(s)
- Kathleen Saavedra
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco 4811230, Chile
| | - Karla Leal
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
| | - Nicolás Saavedra
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco 4811230, Chile
| | - Yalena Prado
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
| | - Isis Paez
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
| | - Carmen G. Ubilla
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
| | - Gabriel Rojas
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
| | - Luis A. Salazar
- Center of Molecular Biology and Pharmacogenetics, Department of Basic Sciences, Faculty of Medicine, Universidad de La Frontera, Temuco 4811230, Chile; (K.S.); (K.L.); (N.S.); (Y.P.); (I.P.); (C.G.U.); (G.R.)
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco 4811230, Chile
- Correspondence:
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22
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Franco ML, Beyerstedt S, Rangel ÉB. Klotho and Mesenchymal Stem Cells: A Review on Cell and Gene Therapy for Chronic Kidney Disease and Acute Kidney Disease. Pharmaceutics 2021; 14:pharmaceutics14010011. [PMID: 35056905 PMCID: PMC8778857 DOI: 10.3390/pharmaceutics14010011] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/16/2021] [Accepted: 12/17/2021] [Indexed: 02/07/2023] Open
Abstract
Chronic kidney disease (CKD) and acute kidney injury (AKI) are public health problems, and their prevalence rates have increased with the aging of the population. They are associated with the presence of comorbidities, in particular diabetes mellitus and hypertension, resulting in a high financial burden for the health system. Studies have indicated Klotho as a promising therapeutic approach for these conditions. Klotho reduces inflammation, oxidative stress and fibrosis and counter-regulates the renin-angiotensin-aldosterone system. In CKD and AKI, Klotho expression is downregulated from early stages and correlates with disease progression. Therefore, the restoration of its levels, through exogenous or endogenous pathways, has renoprotective effects. An important strategy for administering Klotho is through mesenchymal stem cells (MSCs). In summary, this review comprises in vitro and in vivo studies on the therapeutic potential of Klotho for the treatment of CKD and AKI through the administration of MSCs.
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Affiliation(s)
- Marcella Liciani Franco
- Albert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Sao Paulo 05652-900, Brazil; (M.L.F.); (S.B.)
| | - Stephany Beyerstedt
- Albert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Sao Paulo 05652-900, Brazil; (M.L.F.); (S.B.)
| | - Érika Bevilaqua Rangel
- Albert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Sao Paulo 05652-900, Brazil; (M.L.F.); (S.B.)
- Nephrology Division, Federal University of São Paulo, Sao Paulo 04038-901, Brazil
- Correspondence: ; Tel.: +55-11-2151-2148
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23
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Lei B, Wu X, Xia K, Sun H, Wang J. Exosomal Micro-RNA-96 Derived From Bone Marrow Mesenchymal Stem Cells Inhibits Doxorubicin-Induced Myocardial Toxicity by Inhibiting the Rac1/Nuclear Factor-κB Signaling Pathway. J Am Heart Assoc 2021; 10:e020589. [PMID: 34459233 PMCID: PMC8649246 DOI: 10.1161/jaha.120.020589] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Background Exosomes are small membranous structures released from cells into the blood, regulating various biological processes. However, the role of exosomes in cardiotoxicity remains largely unclear. This study investigated the functional mechanism of exosomal microRNA‐96 (miR‐96) derived from bone marrow mesenchymal stem cells (BMSCs) in myocardial toxicity induced by doxorubicin. Methods and Results BMSCs were transfected with miR‐96 mimic, miR‐96 inhibitor, or the negative control before exosome isolation. The functional mechanism of BMSC‐derived exosomal miR‐96 was investigated in doxorubicin‐induced cell and rat models. The cardiac function, histological morphology, and fiber content of myocardium were examined. The expression levels of the following biomarkers were measured for assessment of cardiac injury: creatine kinase isoenzyme MB, cardiac troponin I, brain natriuretic peptide, soluble suppression of tumorigenesis‐2, tumor necrosis factor‐α, interleukin‐1β, interleukin‐6, superoxide dismutase, glutathione peroxidase, and malondialdehyde. Cell Counting Kit‐8 assay was used to measure the survival rate of cardiomyocytes. The expressions of miR‐96, Rac1, p‐IKKα/IKKα, p‐IKKβ/IKKβ, p‐IκBα/IκBα and p‐p65/p65 in myocardium and cardiomyocytes were also assessed. The targeting relationship between miR‐96 and Rac1 was verified by dual‐luciferase reporter assay. miR‐96 was downregulated, Rac1 was upregulated and the nuclear factor‐κB signaling pathway was activated in doxorubicin‐induced cell and animal models. Doxorubicin decreased antioxidative enzymes (superoxide dismutase and glutathione peroxidase) and increased myocardial injury biomarkers (creatine kinase isoenzyme MB, cardiac troponin I, and brain natriuretic peptide), proinflammatory cytokines (tumor necrosis factor‐α, interleukin‐1β, and interleukin‐6), malondialdehyde, and myocardial fibers. Exosomes derived from BMSCs ameliorated doxorubicin‐induced myocardial injuries. Overexpression of miR‐96 in exosomes derived from BMSCs further enhanced the protection of myocardium and cardiomyocytes against doxorubicin‐induced toxicity while miR‐96 knockdown abolished the protective effects of exosomes derived from BMSCs. Rac1 was a target gene of miR‐96. Rac1 inhibition could downregulate the expression of the nuclear factor‐κB signaling and further reverse the promotion of miR‐96 knockdown on doxorubicin‐induced myocardial toxicity. Conclusions BMSC‐derived exosomal miR‐96 protects myocardium against doxorubicin‐induced toxicity by inhibiting the Rac/nuclear factor‐κB signaling pathway.
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Affiliation(s)
- Bo Lei
- Department of Breast Surgery Harbin Medical University Cancer Hospital Harbin Heilongjiang P.R. China
| | - Xiaohong Wu
- Department of Anesthesiology Harbin Medical University Cancer Hospital Harbin Heilongjiang P.R. China
| | - Kexin Xia
- Department of Cardiology the Second Affiliated Hospital of Harbin Medical University Harbin Heilongjiang P.R. China
| | - Hui Sun
- Department of Cardiology Shanghai Tenth People's HospitalTongji University School of Medicine Shanghai P.R. China
| | - Jinsong Wang
- Department of Breast Surgery Harbin Medical University Cancer Hospital Harbin Heilongjiang P.R. China
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24
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Pharmacogenomics of statins: lipid response and other outcomes in Brazilian cohorts. Pharmacol Rep 2021; 74:47-66. [PMID: 34403130 DOI: 10.1007/s43440-021-00319-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/21/2021] [Accepted: 07/30/2021] [Indexed: 01/20/2023]
Abstract
Statins are inhibitors of 3-hydroxy-3-methylglutaryl-CoA reductase, a key enzyme in cholesterol biosynthesis, that are highly effective in reducing plasma low-density lipoprotein (LDL) cholesterol and decreasing the risk of cardiovascular events. In recent years, a multitude of variants in genes involved in pharmacokinetics (PK) and pharmacodynamics (PD) have been suggested to influence the cholesterol-lowering response. However, the vast majority of studies have analyzed the pharmacogenetic associations in populations in Europe and the USA, whereas data in other populations, including Brazil, are mostly lacking. This narrative review provides an update of clinical studies on statin pharmacogenomics in Brazilian cohorts exploring lipid-lowering response, adverse events and pleiotropic effects. We find that variants in drug transporter genes (SLCO1B1 and ABCB1) positively impacted atorvastatin and simvastatin response, whereas variants in genes of drug metabolizing enzymes (CYP3A5) decreased response. Furthermore, multiple associations of variants in PD genes (HMGCR, LDLR and APOB) with statin response were identified. Few studies have explored statin-related adverse events, and only ABCB1 but not SLCO1B1 variants were robustly associated with increased risk in Brazil. Statin-related pleiotropic effects were shown to be influenced by variants in PD (LDLR, NR1H2) and antioxidant enzyme (NOS3, SOD2, MTHFR, SELENOP) genes. The findings of these studies indicate that statin pharmacogenomic associations are distinctly different in Brazil compared to other populations. This review also discusses the clinical implications of pharmacogenetic studies and the rising importance of investigating rare variants to explore their association with statin response.
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25
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Dagliati A, Peek N, Brinton RD, Geifman N. Sex and APOE genotype differences related to statin use in the aging population. ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS 2021; 7:e12156. [PMID: 33969178 PMCID: PMC8088592 DOI: 10.1002/trc2.12156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 01/11/2021] [Accepted: 02/05/2021] [Indexed: 12/12/2022]
Abstract
Background Significant evidence suggests that the cholesterol‐lowering statins can affect cognitive function and reduce the risk for Alzheimer's disease (AD) and dementia. These potential effects may be constrained by specific combinations of an individual's sex and apolipoprotein E (APOE) genotype. Methods Here we examine data from 252,327 UK Biobank participants, aged 55 or over, and compare the effects of statin use in males and females. We assessed difference in statin treatments taking a matched cohort approach, and identified key stratifiers using regression models and conditional inference trees. Using statistical modeling, we further evaluated the effect of statins on survival, cognitive decline over time, and on AD prevalence. Results We identified that in the selected population, males were older, had a higher level of education, better cognitive scores, higher incidence of cardiovascular and metabolic diseases, and a higher rate of statin use. We observed that males and those participants with an APOE ε4–positive genotype had higher probabilities of being treated with statins; while participants with an AD diagnosis had slightly lower probabilities. We found that use of statins was not significantly associated with overall higher rates of survival. However, when considering the interaction of statin use with sex, the results suggest higher survival rates in males treated with statins. Finally, examination of cognitive function indicates a potential beneficial effect of statins that is selective for APOE ε4–positive genotypes. Discussion Our evaluation of the aging population in a large cohort from the UK Biobank confirms sex and APOE genotype as fundamental risk stratifiers for AD and cognitive function, furthermore it extends them to the specific area of statin use, clarifying their specific interactions with treatments.
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Affiliation(s)
- Arianna Dagliati
- Centre for Health Informatics University of Manchester Manchester UK.,The Manchester Molecular Pathology Innovation Centre University of Manchester Manchester UK.,Department of Electrical Computer and Biomedical Engineering University of Pavia Pavia Italy
| | - Niels Peek
- Centre for Health Informatics University of Manchester Manchester UK.,NIHR Manchester Biomedical Research Centre Manchester Academic Health Science Centre University of Manchester Manchester UK
| | - Roberta Diaz Brinton
- Department of Pharmacology College of Medicine University of Arizona Tucson Arizona USA.,Department of Neurology College of Medicine University of Arizona Tucson Arizona USA.,Center for Innovation in Brain Science University of Arizona Tucson Arizona USA
| | - Nophar Geifman
- Centre for Health Informatics University of Manchester Manchester UK.,The Manchester Molecular Pathology Innovation Centre University of Manchester Manchester UK
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26
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Wendt FR, Koller D, Pathak GA, Jacoby D, Miller EJ, Polimanti R. Biobank Scale Pharmacogenomics Informs the Genetic Underpinnings of Simvastatin Use. Clin Pharmacol Ther 2021; 110:777-785. [PMID: 33837531 DOI: 10.1002/cpt.2260] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/01/2021] [Indexed: 12/31/2022]
Abstract
Studying drug-metabolizing enzymes, encoded by pharmacogenes, may inform biological mechanisms underlying the diseases for which a medication is prescribed. Until recently, pharmacogenes could not be studied at biobank scale. In 7,649 unrelated African-ancestry (AFR) and 326,214 unrelated European-ancestry (EUR) participants from the UK Biobank, we associated pharmacogene haplotypes from 50 genes with 265 (EUR) and 17 (AFR) medication use phenotypes using generalized linear models. In EUR, N-acetyltransferase 2 (NAT2) metabolizer phenotype and activity score were associated with simvastatin use. The dose of NAT2*1 was associated with simvastatin use when compared with NAT2*5 (the most common haplotype). This association was robust to effects of low-density lipoprotein cholesterol (LDL-C) concentration (NAT2*1 odds ratio (OR) = 1.07, 95% CI: 1.05-1.09, P = 1.14 × 10-8 ) and polygenic risk for LDL-C concentration (NAT2*1 OR = 1.09, 95% CI: 1.04-1.14, P = 2.26 × 10-4 ). Interactive effects between NAT2*1 and simvastatin use on LDL-C concentration (OR = 0.957, 95% CI: 0.916-0.998, P = 0.045) were replicated in the electronic Medical Records and Genomics Pharmacogenetic Sequencing Pilot (eMERGE-PGx) cohort (OR = 0.987, 95% CI: 0.976-0.998, P = 0.029). We used biobank-scale data to uncover and replicate an association between NAT2 locus variation and better response to statin therapy. Testing NAT2 alleles may be useful for making clinical decisions regarding the potential benefit (e.g., absolute risk reduction) in LDL-C concentration prior to statin treatment.
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Affiliation(s)
- Frank R Wendt
- Division of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut, USA
| | - Dora Koller
- Division of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut, USA
| | - Gita A Pathak
- Division of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut, USA
| | - Daniel Jacoby
- Section of Cardiovascular Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Edward J Miller
- Section of Cardiovascular Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Renato Polimanti
- Division of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
- Veterans Affairs Connecticut Healthcare System, West Haven, Connecticut, USA
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27
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Lei HP, Qin M, Cai LY, Wu H, Tang L, Liu JE, Deng CY, Liu YB, Zhu Q, Li HP, Hu W, Yang M, Zhu YZ, Zhong SL. UGT1A1 rs4148323 A Allele is Associated With Increased 2-Hydroxy Atorvastatin Formation and Higher Death Risk in Chinese Patients With Coronary Artery Disease. Front Pharmacol 2021; 12:586973. [PMID: 33762934 PMCID: PMC7982952 DOI: 10.3389/fphar.2021.586973] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 01/21/2021] [Indexed: 12/17/2022] Open
Abstract
It is widely accepted that genetic polymorphisms impact atorvastatin (ATV) metabolism, clinical efficacy, and adverse events. The objectives of this study were to identify novel genetic variants influencing ATV metabolism and outcomes in Chinese patients with coronary artery disease (CAD). A total of 1079 CAD patients were enrolled and followed for 5 years. DNA from the blood and human liver tissue samples were genotyped using either Global Screening Array-24 v1.0 BeadChip or HumanOmniZhongHua-8 BeadChip. Concentrations of ATV and its metabolites in plasma and liver samples were determined using a verified ultra-performance liquid chromatography mass spectrometry (UPLC-MS/MS) method. The patients carrying A allele for the rs4148323 polymorphism (UGT1A1) showed an increase in 2-hydroxy ATV/ATV ratio (p = 1.69E−07, false discovery rate [FDR] = 8.66E−03) relative to the value in individuals without the variant allele. The result was further validated by an independent cohort comprising an additional 222 CAD patients (p = 1.08E−07). Moreover, the rs4148323 A allele was associated with an increased risk of death (hazard ratio [HR] 1.774; 95% confidence interval [CI], 1.031–3.052; p = 0.0198). In conclusion, our results suggested that the UGT1A1 rs4148323 A allele was associated with increased 2-hydroxy ATV formation and was a significant death risk factor in Chinese patients with CAD.
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Affiliation(s)
- He-Ping Lei
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China.,School of Pharmacy, Macau University of Science and Technology, Macau, China
| | - Min Qin
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China.,School of Medicine, South China University of Technology, Guangzhou, China
| | - Li-Yun Cai
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China.,School of Pharmacy, Southern Medical University, Guangzhou, China
| | - Hong Wu
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lan Tang
- School of Pharmacy, Southern Medical University, Guangzhou, China
| | - Ju-E Liu
- Department of Pharmacy, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Chun-Yu Deng
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China
| | - Yi-Bin Liu
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China
| | - Qian Zhu
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China
| | - Han-Ping Li
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China
| | - Wei Hu
- School of Pharmacy, Macau University of Science and Technology, Macau, China
| | - Min Yang
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China
| | - Yi-Zhun Zhu
- School of Pharmacy, Macau University of Science and Technology, Macau, China
| | - Shi-Long Zhong
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.,Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangzhou, China.,School of Medicine, South China University of Technology, Guangzhou, China.,Department of Pharmacy, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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28
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Biomarkers to Personalize the Treatment of Rheumatoid Arthritis: Focus on Autoantibodies and Pharmacogenetics. Biomolecules 2020; 10:biom10121672. [PMID: 33327600 PMCID: PMC7765045 DOI: 10.3390/biom10121672] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 12/08/2020] [Accepted: 12/12/2020] [Indexed: 12/19/2022] Open
Abstract
Rheumatoid arthritis (RA) is a chronic inflammatory disease that is very complex and heterogeneous. If not adequately treated, RA patients are likely to manifest excess of morbidity and disability with an important impact on the quality of life. Pharmacological treatment is based on the administration of the disease-modifying antirheumatic drugs (DMARDs), subdivided into conventional synthetic (csDMARDs), targeted synthetic (tsDMARDs), and biological (bDMARDs). bDMARDs are now frequently administered in patients, both as alternative treatment and together with csDMARDs. Unfortunately, there is a therapeutic response variability both to old and new drugs. Therefore, to identify pre-therapeutic and on-treatment predictors of response is a priority. This review aims to summarize recent advances in understanding the causes of the variability in treatment response in RA, with particular attention to predictive potential of autoantibodies and DMARD pharmacogenetics. In recent years, several biomarkers have been proposed to personalize the therapy. Unfortunately, a magic bullet does not exist, as many factors concur to disease susceptibility and treatment outcomes, acting around the patient’s congenital background. Models integrating demographic, clinical, biochemical, and genetic data are needed to enhance the predictive capacity of specific factors singularly considered to optimize RA treatment in light of multidisciplinary patient management.
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29
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Timmerman N, Galyfos G, Sigala F, Thanopoulou K, de Borst GJ, Davidovic L, Eckstein HH, Filipovic N, Grugni R, Kallmayer M, de Kleijn DPV, Koncar I, Mantzaris MD, Marchal E, Matsagkas M, Mutavdzic P, Palombo D, Pasterkamp G, Potsika VT, Andreakos E, Fotiadis DI. The TAXINOMISIS Project: A multidisciplinary approach for the development of a new risk stratification model for patients with asymptomatic carotid artery stenosis. Eur J Clin Invest 2020; 50:e13411. [PMID: 32954520 PMCID: PMC7757200 DOI: 10.1111/eci.13411] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 08/21/2020] [Accepted: 08/23/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Asymptomatic carotid artery stenosis (ACAS) may cause future stroke and therefore patients with ACAS require best medical treatment. Patients at high risk for stroke may opt for additional revascularization (either surgery or stenting) but the future stroke risk should outweigh the risk for peri/post-operative stroke/death. Current risk stratification for patients with ACAS is largely based on outdated randomized-controlled trials that lack the integration of improved medical therapies and risk factor control. Furthermore, recent circulating and imaging biomarkers for stroke have never been included in a risk stratification model. The TAXINOMISIS Project aims to develop a new risk stratification model for cerebrovascular complications in patients with ACAS and this will be tested through a prospective observational multicentre clinical trial performed in six major European vascular surgery centres. METHODS AND ANALYSIS The risk stratification model will compromise clinical, circulating, plaque and imaging biomarkers. The prospective multicentre observational study will include 300 patients with 50%-99% ACAS. The primary endpoint is the three-year incidence of cerebrovascular complications. Biomarkers will be retrieved from plasma samples, brain MRI, carotid MRA and duplex ultrasound. The TAXINOMISIS Project will serve as a platform for the development of new computer tools that assess plaque progression based on radiology images and a lab-on-chip with genetic variants that could predict medication response in individual patients. CONCLUSION Results from the TAXINOMISIS study could potentially improve future risk stratification in patients with ACAS to assist personalized evidence-based treatment decision-making.
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Affiliation(s)
- Nathalie Timmerman
- Department of Vascular Surgery, Division of Surgical Specialties, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - George Galyfos
- First Propedeutic Department of Surgery, National and Kapodistrian University of Athens, Athens, Greece
| | - Fragiska Sigala
- First Propedeutic Department of Surgery, National and Kapodistrian University of Athens, Athens, Greece
| | - Kalliopi Thanopoulou
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
| | - Gert J de Borst
- Department of Vascular Surgery, Division of Surgical Specialties, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Lazar Davidovic
- Clinic for Vascular and Endovascular Surgery, Serbian Clinical Center, Belgrade, Serbia.,School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Hans-Henning Eckstein
- Clinic and Policlinik for vascular and endovascular Surgery, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Nenad Filipovic
- BioIRC, Research and Development Center for Bioengieering, Kragujevac, Serbia.,Faculty of Engineering, University of Kragujevac, Kragujevac, Serbia
| | | | - Michael Kallmayer
- Clinic and Policlinik for vascular and endovascular Surgery, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Dominique P V de Kleijn
- Department of Vascular Surgery, Division of Surgical Specialties, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Igor Koncar
- Clinic for Vascular and Endovascular Surgery, Serbian Clinical Center, Belgrade, Serbia.,School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Michalis D Mantzaris
- Department of Materials Science and Engineering, Unit of Medical Technology and Intelligent Information Systems, University of Ioannina, Ioannina, Greece
| | | | - Miltiadis Matsagkas
- Department of Vascular Surgery, Faculty of Medicine, University of Thessaly, Thessaly, Greece
| | - Perica Mutavdzic
- Clinic for Vascular and Endovascular Surgery, Serbian Clinical Center, Belgrade, Serbia
| | - Domenico Palombo
- Division of Vascular and Endovascular Surgery, IRCCS Ospedale Policlinico San Martino Genoa - Italian Cardiovascular Network, Genoa, Italy
| | - Gerard Pasterkamp
- Division Laboratories and Pharmacy, Laboratory of Clinical Chemistry and Hematology, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Vassiliki T Potsika
- Department of Materials Science and Engineering, Unit of Medical Technology and Intelligent Information Systems, University of Ioannina, Ioannina, Greece
| | - Evangelos Andreakos
- Laboratory of Immunobiology, Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
| | - Dimitrios I Fotiadis
- Department of Materials Science and Engineering, Unit of Medical Technology and Intelligent Information Systems, University of Ioannina, Ioannina, Greece.,Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology-Hellas (FORTH), Ioannina, Greece
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30
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Kang Z, Cao Y, Li L, Zhang G. The Association Between Apolipoprotein E Gene Polymorphism and In-Stent Restenosis After Extracranial and Intracranial Artery Stenting. J Stroke Cerebrovasc Dis 2020; 30:105424. [PMID: 33221611 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105424] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 10/14/2020] [Accepted: 10/20/2020] [Indexed: 10/23/2022] Open
Abstract
BACKGROUND AND PURPOSE Neo-atherosclerosis plays a vital role in the incidence of in-stent restenosis (ISR) after extracranial and intracranial artery stenting, and Apolipoprotein (ApoE) gene polymorphism has been reported to be closely related to the occurrence and development of atherosclerosis. The present study aims to investigate the association between ApoE gene polymorphism and ISR after extracranial and intracranial artery stenting. METHODS A total of 169 patients with successful stent implantation were included in this study. ApoE genotypes were obtained during the postoperative follow-up. Color Doppler ultrasonography of cervical artery or head and neck CT angiography (CTA) was performed on the 1,3,6 and 12 months and then yearly in the clinical follow-up. Multivariate Cox regression analysis of independent risk factors was performed to evaluate the ISR. Kaplan-Meier curves were generated to compare the restenosis -free rate among the patients with different ApoE genotypes. RESULTS Of the 169 patients, 43 (43/169, 25.4%) developed ISR after a mean follow-up period of 10.4 months (1-35 months). Multivariate analysis showed that genotype E4/E4 (hazard ratio 3.305, P = 0.031, 95% confidence interval 1.118-9.773) and degree of stenosis >90% (hazard ratio 5.083, P = 0.001, 95% confidence interval 1.938-13.327) were significant determinants of ISR. CONCLUSION ApoE gene polymorphism is closely related to the incidence of ISR after extracranial and intracranial artery stenting, and the genotype E4/E4 is an independent risk factor for ISR.
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Affiliation(s)
- Zhoucheng Kang
- Department of Neurology, Xijing Hospital, The Fourth Military Medical University, 15 Changle West Road, Xi'an, Shanxi 710032, P.R. China
| | - Yuhong Cao
- Department of Neurology, Air Force Medical Center, 30 Fucheng Road, Haidian District, Beijing 100142, P.R. China.
| | - Li Li
- Department of Neurology, Air Force Medical Center, 30 Fucheng Road, Haidian District, Beijing 100142, P.R. China.
| | - Guangyun Zhang
- Department of Neurology, Air Force Medical Center, 30 Fucheng Road, Haidian District, Beijing 100142, P.R. China.
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31
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The Association of 3-Hydroxy-3-Methylglutaryl-CoA Reductase, Apolipoprotein E, and Solute Carrier Organic Anion Genetic Variants with Atorvastatin Response among Jordanian Patients with Type 2 Diabetes. Life (Basel) 2020; 10:life10100232. [PMID: 33027917 PMCID: PMC7599896 DOI: 10.3390/life10100232] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 09/28/2020] [Accepted: 10/02/2020] [Indexed: 12/14/2022] Open
Abstract
Atorvastatin is commonly used among type 2 diabetic (DM2) patients at the University of Jordan Hospital to prevent cardiovascular complication. However, we noticed that there is a wide inter-individual variation in the efficacy and toxicity of atorvastatin. This study aimed to find out the effects of major genetic variants in 3-Hydroxy-3-Methylglutaryl-CoA Reductase (HMGCR), Apolipoprotein E (APOE), and Solute Carrier Organic Anion (SLCO1B1) genes on atorvastatin response among DM2 patients. A sample of 139 DM2 patients on 20 mg of atorvastatin was included in this study. The lipid and glycemic profile and the levels of hepatic enzymes alanine aminotransferase (ALT) and aspartate transaminase were recorded before and after 3 months of atorvastatin treatment. Additionally, the genetic variants HMGCR rs17244841,APOE rs7412 and rs429357, and SLCO1B1 rs2306283 and rs11045818 were genotyped using an Applied Biosystems DNA sequencing method (ABI3730×1). We found that atorvastatin reduced total cholesterol and low-density lipoprotein (LDL) more significantly (p-value < 0.05) in patients with wild genotype than variant alleles APOE rs7412C > T and SLCO1B1 rs2306283A > G. Furthermore, the ALT level was elevated significantly (p-value < 0.05) by 27% in patients with heterozygous SLCO1B1 rs11045818 G/A genotype, while it was not elevated among wild genotype carriers. Additionally, atorvastatin reduced total cholesterol more significantly (p-value < 0.05) in patients with SLCO1B1 rs2306283A and rs11045818G haplotypes and increased ALT levels by 27% (p-value < 0.05) in patients with SLCO1B1 rs2306283G and rs11045818A haplotypes. In conclusion, it was found in this study that APOE rs7412, SLCO1B1 rs2306283, and rs11045818 genotypes can be considered as potential genetic biomarkers of atorvastatin response among DM2 patients of Jordanian Arabic origin. Further clinical studies with larger sample numbers are needed to confirm these findings.
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Wojciechowicz B, Laguette MJN, Sawczuk M, Humińska-Lisowska K, Maciejewska-Skrendo A, Ficek K, Michałowska-Sawczyn M, Leońska-Duniec A, Kaczmarczyk M, Chycki J, Trybek G, September AV, Cięszczyk P. Are KIF6 and APOE polymorphisms associated with power and endurance athletes? Eur J Sport Sci 2020; 21:1283-1289. [PMID: 32867607 DOI: 10.1080/17461391.2020.1817983] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Genetic polymorphisms within physiologically relevant KIF6 and APOE genes were examined in the context of athletic performance. KIF6 and ApoE are involved in cardiovascular health, modulation of lipid level and neurotransmission amongst others. The aim of this study was to examine whether three polymorphisms, KIF6 rs20455T > C, APOE rs429358T > C and APOE rs7412 C > T, were associated with athletic status of an athlete defined as performance type (endurance or power). Genotyping was performed using real-time PCR on buccal genomic DNA from 204 Polish athletes including 104 endurance and 100 power athletes, and 161 sedentary individuals. APOE rs429358 genotype frequencies differed significantly between power athletes and sedentary individuals (p = 0.046). KIF6 rs20455 and APOE rs7412 were found to be epistatically associated with the power athletic status (p = 0.032). KIF6 rs20455, APOE rs429358 and APOE rs7412 were associated with athletic status of Polish athletes. In the future, these polymorphisms could contribute to predictive models aimed at assessment of an individual's athletic status.
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Affiliation(s)
- Bartosz Wojciechowicz
- Faculty of Physical Education, Gdansk University of Physical Education and Sport, Gdansk, Poland
| | - M-J Nancy Laguette
- Division of Exercise Science and Sports Medicine (ESSM), Human Biology Department, Health Science Faculty, University of Cape Town, Cape Town, South Africa.,International Federation of Sports Medicine (FIMS) Collaborative Centre of Sports Medicine, ESSM, University of Cape Town, Cape Town, South Africa.,Research Centre for Health Through Physical Activity and Sport, University of Cape Town, Cape Town, South Africa
| | - Marek Sawczuk
- Faculty of Physical Education, Gdansk University of Physical Education and Sport, Gdansk, Poland
| | - Kinga Humińska-Lisowska
- Faculty of Physical Education, Gdansk University of Physical Education and Sport, Gdansk, Poland
| | | | - Krzysztof Ficek
- Faculty of Physiotherapy, Academy of Physical Education in Katowice, Katowice, Poland
| | | | - Agata Leońska-Duniec
- Faculty of Physical Education, Gdansk University of Physical Education and Sport, Gdansk, Poland
| | - Mariusz Kaczmarczyk
- Physical Education Department, West Pomeranian University of Technology in Szczecin, Szczecin, Poland
| | - Jakub Chycki
- Faculty of Physical Education, Academy of Physical Education in Katowice, Katowice, Poland
| | - Grzegorz Trybek
- Department of Oral Surgery, Pomeranian Medical University, Szczecin, Poland
| | - Alison V September
- Division of Exercise Science and Sports Medicine (ESSM), Human Biology Department, Health Science Faculty, University of Cape Town, Cape Town, South Africa.,International Federation of Sports Medicine (FIMS) Collaborative Centre of Sports Medicine, ESSM, University of Cape Town, Cape Town, South Africa.,Research Centre for Health Through Physical Activity and Sport, University of Cape Town, Cape Town, South Africa
| | - Paweł Cięszczyk
- Faculty of Physical Education, Gdansk University of Physical Education and Sport, Gdansk, Poland
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Schmidt NM, Wing PAC, McKeating JA, Maini MK. Cholesterol-modifying drugs in COVID-19. OXFORD OPEN IMMUNOLOGY 2020; 1:iqaa001. [PMID: 33047740 PMCID: PMC7337782 DOI: 10.1093/oxfimm/iqaa001] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 06/12/2020] [Indexed: 02/06/2023] Open
Abstract
Infection with severe acute respiratory syndrom coronavirus 2 (SARS-CoV-2) is more likely to lead to poor outcomes in the elderly and those with cardiovascular disease, obesity or metabolic syndrome. Here, we consider mechanisms by which dyslipidaemia and the use of cholesterol-modifying drugs could influence the virus-host relationship. Cholesterol is essential for the assembly, replication and infectivity of enveloped virus particles; we highlight several cholesterol-modifying drugs with the potential to alter the SARS-CoV-2 life cycle that could be tested in in vitro and in vivo models. Although cholesterol is an essential component of immune cell membranes, excess levels can dysregulate protective immunity and promote exaggerated pulmonary and systemic inflammatory responses. Statins block the production of multiple sterols, oxysterols and isoprenoids, resulting in a pleiotropic range of context-dependent effects on virus infectivity, immunity and inflammation. We highlight antiviral, immunomodulatory and anti-inflammatory effects of cholesterol-modifying drugs that merit further consideration in the management of SARS-CoV-2 infection.
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Affiliation(s)
- Nathalie M Schmidt
- Division of Infection & Immunity, Institute of Immunity & Transplantation, University College London, London, UK
| | - Peter A C Wing
- Nuffield Department of Medicine, Oxford University, Oxford, UK
| | | | - Mala K Maini
- Division of Infection & Immunity, Institute of Immunity & Transplantation, University College London, London, UK
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