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1.
Genetics ; 214(3): 719-733, 2020 03.
Article in English | MEDLINE | ID: mdl-31896565

ABSTRACT

The microbiome influences health and disease through complex networks of host genetics, genomics, microbes, and environment. Identifying the mechanisms of these interactions has remained challenging. Systems genetics in laboratory mice (Mus musculus) enables data-driven discovery of biological network components and mechanisms of host-microbial interactions underlying disease phenotypes. To examine the interplay among the whole host genome, transcriptome, and microbiome, we mapped QTL and correlated the abundance of cecal messenger RNA, luminal microflora, physiology, and behavior in a highly diverse Collaborative Cross breeding population. One such relationship, regulated by a variant on chromosome 7, was the association of Odoribacter (Bacteroidales) abundance and sleep phenotypes. In a test of this association in the BKS.Cg-Dock7m +/+ Leprdb/J mouse model of obesity and diabetes, known to have abnormal sleep and colonization by Odoribacter, treatment with antibiotics altered sleep in a genotype-dependent fashion. The many other relationships extracted from this study can be used to interrogate other diseases, microbes, and mechanisms.


Subject(s)
GTPase-Activating Proteins/genetics , Guanine Nucleotide Exchange Factors/genetics , Obesity/genetics , Receptors, Leptin/genetics , Sleep/genetics , Animals , Anti-Bacterial Agents/pharmacology , Bacteroides/genetics , Chromosomes, Human, Pair 7/genetics , Gastrointestinal Microbiome/genetics , Genomics , Genotype , Humans , Mice , Obesity/microbiology , Obesity/physiopathology
2.
Hepatol Commun ; 2(5): 561-570, 2018 May.
Article in English | MEDLINE | ID: mdl-29761171

ABSTRACT

LY2409021 is a glucagon receptor antagonist that was associated with hepatic steatosis and elevated aminotransferases in phase 2 diabetes studies. We investigated the relationship between selected genetic variants and hepatic steatosis and elevated alanine aminotransferases (ALTs) associated with LY2409021. Patients participated in a 6-week placebo-controlled trial (I1R-MC-GLDI [GLDI], n = 246) and a 52-week placebo- and active comparator-controlled trial (I1R-MC-GLDJ [GLDJ], n = 158). GLDJ had endpoints at 6 months, including measures of hepatic fat fraction (HFF) by magnetic resonance imaging. The five genes tested were patatin-like phospholipase domain containing 3 (PNPLA3) (rs738409 and rs738491), transmembrane 6 superfamily member 2 (TM6SF2) (rs58542926), peroxisome proliferative activated receptor gamma coactivator 1 alpha (PPARGC1A) (rs4361373, rs3774921, rs2970849), adenylate cyclase 3 (ADCY3) (rs713586), and insulin-like growth factor 1 (IGF-1) (rs1520220). In GLDI, PNPLA3 I148M (P = 0.001) and TM6SF2 E167K (P = 0.001) were significantly associated with an increase in ALT at 6 weeks for LY2409021 but not for placebo. In GLDJ, PNPLA3 I148M showed the same effect (P = 0.007) on ALT at 6 months but the placebo or sitagliptin did not. In GLDJ, both PNPLA3 and TM6SF2 risk-allele carriers showed increases in HFF that were numerically greater but not statistically significant. The carriers of PNPLA3 and/or TM6SF2 risk alleles showed significantly increased ALT (GLDI, +13.28 U/L in carriers versus +4.84 U/L in noncarriers, P = 4 × 10-5; GLDJ, +14.6 U/L in carriers versus +1.7 in noncarriers, P = 0.0018) and HFF (GLDJ, +5.35% in carriers versus 2.38% in noncarriers, P = 0.048). Elevation of transaminase and HFF were also noted in the noncarriers but at a significantly lower degree. Conclusion: The carriers of PNPLA3 and/or TM6SF2 variant alleles are at risk for hepatic steatosis and elevated ALT levels caused by LY2409021, a glucagon receptor antagonist. More studies are needed to investigate if our observations are generalizable to hepatic steatosis caused by other medications. (Hepatology Communications 2018;2:561-570).

3.
J Am Coll Cardiol ; 67(8): 936-947, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26916483

ABSTRACT

BACKGROUND: Certain alleles of the CYP2C19 gene are associated with higher platelet reactivity and increased ischemic events among patients treated with clopidogrel. However, the relationship of CYP2C19 genotype and outcomes in medically managed patients with acute coronary syndromes (ACS) is not known. OBJECTIVES: This study sought to assess the effect of CYP2C19 genotype on ischemic outcomes in patients with ACS initially managed medically without revascularization who were randomized to either clopidogrel or prasugrel. METHODS: We classified patients as extensive metabolizers (EM) or reduced metabolizers (RM) based on CYP2C19 genotype and evaluated ischemic outcomes and platelet reactivity. Among 9,326 patients enrolled from 2008 to 2011, 5,736 participated in the genetics cohort; of these, 2,236 had platelet function testing data. RESULTS: There was no association between CYP2C19 metabolizer status (EM vs. RM) and the primary composite endpoint of cardiovascular death, myocardial infarction (MI), or stroke (hazard ratio [HR]: 0.86). EM and RM patients had similar rates of the primary endpoint whether treated with prasugrel (HR: 0.82) or clopidogrel (HR: 0.91; p for interaction = 0.495). After adjusting for clinical and treatment variables, EM patients had a lower risk of MI versus RM patients (HR: 0.80), but risks of other outcomes were similar. RM patients had significantly higher mean P2Y12 reaction units versus EM patients when treated with clopidogrel (39.93), but not with prasugrel (3.87). CONCLUSIONS: CYP2C19 metabolizer status is not associated with the composite outcome of cardiovascular death, MI, or stroke in medically managed ACS patients treated with clopidogrel or prasugrel. Our findings do not support routine CYP2C19 genetic testing in this population. (A Comparison of Prasugrel and Clopidogrel in Acute Coronary Syndrome Subjects [TRILOGY ACS]; NCT00699998).


Subject(s)
Acute Coronary Syndrome/drug therapy , Cytochrome P-450 CYP2C19/genetics , DNA/genetics , Polymorphism, Genetic , Prasugrel Hydrochloride/administration & dosage , Ticlopidine/analogs & derivatives , Acute Coronary Syndrome/blood , Acute Coronary Syndrome/genetics , Aged , Alleles , Clopidogrel , Cytochrome P-450 CYP2C19/metabolism , Dose-Response Relationship, Drug , Double-Blind Method , Female , Follow-Up Studies , Genotype , Humans , Male , Middle Aged , Platelet Aggregation Inhibitors/administration & dosage , Platelet Function Tests , Purinergic P2Y Receptor Antagonists/administration & dosage , Retrospective Studies , Ticlopidine/administration & dosage , Treatment Outcome
4.
J Thromb Thrombolysis ; 41(3): 374-83, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26573179

ABSTRACT

Clopidogrel and prasugrel are antiplatelet therapies commonly used to treat patients with cardiovascular disease. They are both pro-drugs requiring biotransformation into active metabolites. It has been proposed that a genetic variant Q192R (rs662 A>G) in PON1 significantly alters the biotransformation of clopidogrel and affects clinical outcomes; however, this assertion has limited support. The relationship between this variant and clinical outcomes with prasugrel has not been studied. We genotyped PON1 Q192R in 275 healthy subjects treated with clopidogrel or prasugrel and 2922 patients with an ACS undergoing PCI randomized to treatment with clopidogrel or prasugrel in the TRITON-TIMI 38 trial. A meta-analysis was performed including 13 studies and 16,760 clopidogrel-treated patients. Among clopidogrel-treated subjects, there were no associations between Q192R and active drug metabolite levels (P = 0.62) or change in platelet aggregation (P = 0.51). Consistent with these results, in clopidogrel-treated patients in TRITON-TIMI 38, there was no association between Q192R and the rates of CV death, myocardial infarction, or stroke (RR 11.2 %, QR 8.6 %, and QQ 9.3 %; P = 0.66) or stent thrombosis (RR 2.4 %, QR 0.7 %, and QQ 1.6 %, P = 0.30), with patients with the putative at-risk Q variant having numerically lower event rates. Likewise, among prasugrel-treated subjects, there were no associations between Q192R and active drug metabolite levels (P = 0.88), change in platelet aggregation (P = 0.97), or clinical outcomes (P = 0.72). In a meta-analysis, the Q variant was not significantly associated with MACE (QQ vs. RR 1.22, 95 % CI 0.84-1.76) or stent thrombosis (QQ vs. RR OR 1.36, 95 % CI 0.77-2.38). Furthermore, when restricted to the validation studies, the OR (95 % CI) for MACE and stent thrombosis were 0.99 (0.77-1.27) and 1.23 (0.74-2.03), respectively. In the present study, the Q192R genetic variant in PON1 was not associated with the pharmacologic or clinical response to clopidogrel, nor was it associated with the response to prasugrel. The meta-analysis reinforced a lack of a significant association between Q192R and cardiovascular outcomes in clopidogrel-treated patients.


Subject(s)
Acute Coronary Syndrome , Aryldialkylphosphatase/genetics , Mutation, Missense , Prasugrel Hydrochloride , Ticlopidine/analogs & derivatives , Acute Coronary Syndrome/metabolism , Acute Coronary Syndrome/therapy , Aged , Amino Acid Substitution , Aryldialkylphosphatase/metabolism , Clopidogrel , Female , Humans , Male , Middle Aged , Percutaneous Coronary Intervention , Prasugrel Hydrochloride/administration & dosage , Prasugrel Hydrochloride/pharmacokinetics , Randomized Controlled Trials as Topic , Ticlopidine/administration & dosage , Ticlopidine/pharmacokinetics
5.
Thromb Haemost ; 111(5): 943-50, 2014 May 05.
Article in English | MEDLINE | ID: mdl-24402637

ABSTRACT

We compared results obtained with the Nanosphere Verigene® System, a novel point-of-care (POC) genetic test capable of analysing 11 CYP2C19 variants within 3 hours, to an established, validated genotyping method (Affymetrix™ DMET+; reference assay) for identifying extensive and reduced metabolisers of clopidogrel. Based on genotyping, patients (N=82) with stable coronary artery disease on clopidogrel 75 mg daily were defined as extensive metabolisers (*1/*1, *1/*17, *17/*17), reduced metabolisers (*1/*2, *1/*8, *2/*2, *2/*3), or of indeterminate metaboliser status (*2/*17). Pharmacokinetic exposure to clopidogrel's active metabolite and pharmacodynamic measures with P2Y12 reaction units (PRU) (VerifyNow®P2Y12 assay) and VASP PRI (PRI) were also assessed. There was a 99.9% overall concordance of marker-level data between the Nanosphere Verigene and DMET+ systems in identifying the CYP2C19 variants and 100% agreement in classifying the patients as extensive (n=59) or reduced metabolisers (n=15). Extensive metabolisers had significantly higher active metabolite exposure than reduced metabolisers (LS means 12.6 ng*h/ml vs 7.7 ng*h/ml; p<0.001). Extensive metabolisers also had lower PRU (LS means 158 vs 212; p=0.003) and VASP PRI (LS means 48% vs 63%, p=0.01) compared to reduced metabolisers. Rates of high on-treatment platelet reactivity were higher in reduced metabolisers compared to extensive metabolisers (VASP PRI ≥ 50%: 79% vs 47%; PRU >235: 33% vs 16%). The Nanosphere Verigene CBS system identified 11 CYP2C19 alleles in less than 3 hours with a high degree of accuracy when compared to a conventional method, and was further validated against pharmacokinetic and pharmacodynamic phenotypes.


Subject(s)
Coronary Artery Disease/drug therapy , Cytochrome P-450 CYP2C19/genetics , Genetic Testing/methods , Ticlopidine/analogs & derivatives , Adolescent , Aged , Clopidogrel , Coronary Artery Disease/genetics , Female , Genotype , High-Throughput Screening Assays , Humans , Inactivation, Metabolic/genetics , International Cooperation , Male , Middle Aged , Point-of-Care Systems , Polymorphism, Genetic , Ticlopidine/pharmacokinetics , Ticlopidine/therapeutic use , Treatment Outcome , Young Adult
6.
Thromb Haemost ; 110(6): 1223-31, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24009042

ABSTRACT

Clopidogrel response varies according to the presence of genetic polymorphisms. The CYP2C19*2 allele has been associated with impaired response; conflicting results have been reported for CYP2C19*17, ABCB1, and PON1 genotypes. We assessed the impact of CYP2C19, PON1, and ABCB1 polymorphisms on clopidogrel and prasugrel pharmacodynamic (PD) and pharmacokinetic (PK) parameters. Aspirin-treated patients (N=194) with coronary artery disease from two independent, prospective, randomised, multi-centre studies comparing clopidogrel (75 mg) and prasugrel (10 mg) were genotyped and classified by predicted CYP2C19 metaboliser phenotype (ultra metabolisers [UM] = *17 carriers; extensive metabolisers [EM] = *1/1 homozygotes; reduced metabolisers [RM] = *2 carriers). ABCB1 T/T and C/T polymorphisms and PON1 A/A, A/G and G/G polymorphisms were also genotyped. PD parameters were assessed using VerifyNow® P2Y12 and vasodilator stimulated phosphoprotein (VASP) expressed as platelet reactivity index (PRI) after 14 days of maintenance dosing. Clopidogrel and prasugrel active metabolite (AM) exposure was calculated in a cohort of 96 patients. For clopidogrel, genetic variants in CYP2C19, but not ABCB1 or PON1, affected PK and PD. For prasugrel, none of the measured genetic variants affected PK or PD. Compared with clopidogrel, platelet inhibition with prasugrel was greater even in the CYP2C19 UM phenotype. Prasugrel generated more AM and achieved greater platelet inhibition than clopidogrel irrespective of CYP2C19, ABCB1, and PON1 polymorphisms. The lack of effect from genetic variants on prasugrel AM generation or antiplatelet activity is consistent with previous studies in healthy volunteers and is consistent with improved efficacy in acute coronary syndrome patients managed with percutaneous coronary intervention.


Subject(s)
Aryl Hydrocarbon Hydroxylases/metabolism , Blood Platelets/drug effects , Coronary Artery Disease/drug therapy , Piperazines/administration & dosage , Pyridines/metabolism , Thiophenes/administration & dosage , Ticlopidine/analogs & derivatives , ATP Binding Cassette Transporter, Subfamily B , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism , Aged , Alleles , Aryl Hydrocarbon Hydroxylases/genetics , Aryldialkylphosphatase/genetics , Aryldialkylphosphatase/metabolism , Biotransformation/genetics , Blood Platelets/physiology , Cell Adhesion Molecules/metabolism , Cells, Cultured , Clopidogrel , Coronary Artery Disease/genetics , Cytochrome P-450 CYP2C19 , Female , Humans , Male , Microfilament Proteins/metabolism , Middle Aged , Phosphoproteins/metabolism , Platelet Activation/drug effects , Polymorphism, Genetic , Prasugrel Hydrochloride , Prospective Studies , Receptors, Purinergic P2Y12/metabolism , Ticlopidine/administration & dosage
7.
Thromb Haemost ; 109(2): 347-55, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23223867

ABSTRACT

The prevalence of high platelet reactivity (HPR) in patients who have switched from clopidogrel to prasugrel during maintenance phase after an acute coronary syndrome (ACS) event is unknown. Therefore, the effect of switching from clopidogrel to prasugrel on the prevalence of HPR was evaluated. This analysis from the previously reported SWAP (SWitching Anti Platelet) study assessed HPR at baseline, 2 and 24 hours, and seven days after switching from clopidogrel to prasugrel maintenance dose (MD), with or without a prasugrel loading dose (LD) using four definitions: maximum platelet aggregation (MPA) >65% (primary endpoint), MPA >50%, P2Y12 reaction units (PRU) >235, and platelet reactivity index (PRI) ≥ 50%. A total of 95 patients were available for analysis; 56 patients provided DNA for genetic assessments of cytochrome P450 (CYP) 2C19. There were 26 (27.4%) patients with HPR at the end of the clopidogrel run-in (defined as MPA >65%). The HPR prevalence varied by each definition and ranged from 19% (PRU >235) to 68% (PRI ≥ 50 %). A significantly higher HPR prevalence was observed during clopidogrel versus the combined prasugrel therapy groups at seven days as measured by MPA >65% (21.2% vs. 4.5%, p<0.05), PRU >235 (18.8% vs. 0%, p=0.001), and PRI ≥ 50 % (66.7% vs. 7.9%, p<0.0001). There was a significantly higher percentage of subjects carrying at least one reduced function allele with HPR measured by MPA >65% (p=0.02) or PRU >235 (p=0.05) than non-carriers with HPR. Switching ACS patients during maintenance clopidogrel therapy to prasugrel with or without an LD is associated with a reduced HPR prevalence and may provide an alternative strategy to treat patients with HPR, independent of CYP2C19 genotype.


Subject(s)
Acute Coronary Syndrome/drug therapy , Drug Substitution , Piperazines/administration & dosage , Platelet Aggregation Inhibitors/administration & dosage , Purinergic P2Y Receptor Antagonists/administration & dosage , Thiophenes/administration & dosage , Ticlopidine/analogs & derivatives , Acute Coronary Syndrome/blood , Aged , Aryl Hydrocarbon Hydroxylases/genetics , Aryl Hydrocarbon Hydroxylases/metabolism , Blood Platelets/drug effects , Blood Platelets/metabolism , Cell Adhesion Molecules/blood , Clopidogrel , Cytochrome P-450 CYP2C19 , Double-Blind Method , Female , Genotype , Humans , Male , Microfilament Proteins/blood , Middle Aged , Pharmacogenetics , Phenotype , Phosphoproteins/blood , Piperazines/adverse effects , Piperazines/metabolism , Platelet Aggregation/drug effects , Platelet Aggregation Inhibitors/adverse effects , Platelet Aggregation Inhibitors/metabolism , Platelet Function Tests , Prasugrel Hydrochloride , Prospective Studies , Purinergic P2Y Receptor Antagonists/adverse effects , Purinergic P2Y Receptor Antagonists/metabolism , Receptors, Purinergic P2Y12/blood , Receptors, Purinergic P2Y12/drug effects , Thiophenes/adverse effects , Thiophenes/metabolism , Ticlopidine/administration & dosage , Ticlopidine/adverse effects , Ticlopidine/metabolism , Treatment Outcome
8.
J Immunol ; 184(6): 3055-62, 2010 Mar 15.
Article in English | MEDLINE | ID: mdl-20164425

ABSTRACT

Susceptibility to mouse adenovirus type 1 is associated with the major quantitative trait locus Msq1. Msq1 was originally mapped to a 13-Mb region of mouse chromosome (Chr) 15 in crosses between SJL/J and BALB/cJ inbred mice. We have now narrowed Msq1 to a 0.75-Mb interval from 74.68 to 75.43 Mb, defined by two anonymous markers, rs8259436 and D15Spn14, using data from 1396 backcross mice. The critical interval includes 14 Ly6 or Ly6-related genes, including Ly6a (encoding Sca-1/TAP), Ly6e (Sca-2/Tsa1), Ly6g (Gr-1), and gpihbp1 (GPI-anchored high-density lipoprotein-binding protein 1), as well as the gene encoding an aldosterone synthase (Cyp11b2). The Ly6 family members are attractive candidates for virus susceptibility genes because their products are GPI-anchored membrane proteins expressed on lymphoid and myeloid cells, with proposed functions in cell adhesion and cell signaling. To determine interstrain variation in susceptibility and produce additional resources for cloning Msq1, we assayed the susceptibility phenotype of four previously untested inbred mouse strains. Susceptibility of strain 129S6/SvEvTac was subsequently localized to the Ly6 complex region, using polymorphic genetic markers on Chr 15 in a population of 271 (129S6/SvEvTac x BALB/cJ)F(1) x BALB/cJ backcross mice. We identified a major 129S6/SvEvTac susceptibility allele, Msq1(129S6), on Chr 15 in the same region as Msq1(SJL). The results indicate that a major host factor in mouse adenovirus type 1 susceptibility is likely to be a member of the Ly6 gene family.


Subject(s)
Adenoviridae/genetics , Antigens, Ly/genetics , Chromosome Mapping , Genetic Predisposition to Disease , Hematopoietic Stem Cells/immunology , Multigene Family/immunology , Quantitative Trait Loci/immunology , Alleles , Animals , Antigens, Ly/biosynthesis , Chromosome Mapping/methods , Female , Hematopoietic Stem Cells/metabolism , Male , Mice , Mice, Inbred A , Mice, Inbred BALB C , Mice, Inbred C3H
9.
J Phys Chem B ; 111(28): 8242-9, 2007 Jul 19.
Article in English | MEDLINE | ID: mdl-17580852

ABSTRACT

Noncovalent interactions are quite important in biological structure-function relationships. To study the pairwise interaction of aromatic amino acids (phenylalanine, tyrosine, tryptophan) with anionic amino acids (aspartic and glutamic acids), small molecule mimics (benzene, phenol or indole interacting with formate) were used at the MP2 level of theory. The overall energy associated with an anion-quadrupole interaction is substantial (-9.5 kcal/mol for a benzene-formate planar dimer at van der Waals contact distance), indicating the electropositive ring edge of an aromatic group can interact with an anion. Deconvolution of the long-range coplanar interaction energy into fractional contributions from charge-quadrupole interactions, higher-order electrostatic interactions, and polarization terms was achieved. The charge-quadrupole term contributes between 30 to 45% of the total MP2 benzene-formate interaction; most of the rest of the interaction arises from polarization contributions. Additional studies of the Protein Data Bank (PDB Select) show that nearly planar aromatic-anionic amino acid pairs occur more often than expected from a random angular distribution, while axial aromatic-anionic pairs occur less often than expected; this demonstrates the biological relevance of the anion-quadrupole interaction. While water may mitigate the strength of these interactions, they may be numerous in a typical protein structure, so their cumulative effect could be substantial.


Subject(s)
Amino Acids, Aromatic/chemistry , Amino Acids, Dicarboxylic/chemistry , Chemistry, Physical/methods , Proteins/chemistry , Benzene/chemistry , Energy Transfer , Formates/chemistry , Hydrogen Bonding , Ligands , Protein Folding , Quantum Theory
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