ABSTRACT
Metachromatic leukodystrophy (MLD) is a rare, inherited, demyelinating lysosomal storage disorder caused by mutations in the arylsulfatase-A gene (ARSA). In patients, levels of functional ARSA enzyme are diminished and lead to deleterious accumulation of sulfatides. Herein, we demonstrate that intravenous administration of HSC15/ARSA restored the endogenous murine biodistribution of the corresponding enzyme, and overexpression of ARSA corrected disease biomarkers and ameliorated motor deficits in Arsa KO mice of either sex. In treated Arsa KO mice, when compared with intravenously administered AAV9/ARSA, significant increases in brain ARSA activity, transcript levels, and vector genomes were observed with HSC15/ARSA Durability of transgene expression was established in neonate and adult mice out to 12 and 52 weeks, respectively. Levels and correlation between changes in biomarkers and ARSA activity required to achieve functional motor benefit was also defined. Finally, we demonstrated blood-nerve, blood-spinal and blood-brain barrier crossing as well as the presence of circulating ARSA enzyme activity in the serum of healthy nonhuman primates of either sex. Together, these findings support the use of intravenous delivery of HSC15/ARSA-mediated gene therapy for the treatment of MLD.SIGNIFICANCE STATEMENT Herein, we describe the method of gene therapy adeno-associated virus (AAV) capsid and route of administration selection leading to an efficacious gene therapy in a mouse model of metachromatic leukodystrophy. We demonstrate the therapeutic outcome of a new naturally derived clade F AAV capsid (AAVHSC15) in a disease model and the importance of triangulating multiple end points to increase the translation into higher species via ARSA enzyme activity and biodistribution profile (with a focus on the CNS) with that of a key clinically relevant biomarker.
Subject(s)
Arylsulfatases , Genetic Therapy , Leukodystrophy, Metachromatic , Animals , Mice , Macaca fascicularis , Arylsulfatases/genetics , Mice, Knockout , Leukodystrophy, Metachromatic/genetics , Leukodystrophy, Metachromatic/physiopathology , Leukodystrophy, Metachromatic/therapy , Disease Models, Animal , Dependovirus/genetics , Genetic Therapy/methods , Genetic Vectors/administration & dosage , Brain/enzymology , Motor Disorders/genetics , Motor Disorders/therapy , Administration, Intravenous , Biomarkers/analysis , Blood-Brain Barrier , Male , Female , HumansABSTRACT
BACKGROUND: Phenylketonuria (PKU) is an autosomal recessive disease caused by mutations in the PAH gene, resulting in deficiency of phenylalanine hydroxylase (PAH), an enzyme that converts phenylalanine (Phe) to tyrosine (Tyr). The purpose of this study was to capture real-world data associated with managing PKU under current standard of care and to characterize a representative population for a planned gene therapy trial. METHODS: A retrospective chart review was conducted at two U.S. clinics for individuals 10-40 years old diagnosed with PKU-related hyperphenylalaninemia (HPA). Demographics, medical history, treatments and blood Phe data were collected from electronic medical records spanning a five-year period ending in November 2017. RESULTS: 152 patients were enrolled (65.8% had classical PKU). Although >95% of patients were prescribed a Phe-restricted diet, blood Phe concentrations remained substantially elevated, particularly in patients diagnosed with classical PKU. As the Phe threshold was lowered (Phe < 600, 360, 120 or 30 µmol/L), the number of patients with consecutive lab values below the threshold decreased, suggesting that many patients' Phe levels are inadequately controlled. 62.5% of patients were reported as having a history of at least one neuropsychiatric comorbidity, and adults were more likely than adolescents (69.5% vs. 54.3%). 92 of 98 PAH genotypes collected were distinct mutations; the 6 null-null genotypes were associated with classical PKU. Overall the demographics and clinical data were consistent across both sites. CONCLUSION: Despite dietary restrictions, mean Phe concentrations were > 360 µmol/L (a level considered well-controlled based on current U.S. treatment guidelines) for mild, moderate, and classical PKU patients. There remains an unmet need for therapies to control Phe concentrations.
Subject(s)
Phenylalanine Hydroxylase/genetics , Phenylalanine/blood , Phenylketonurias/diet therapy , Adolescent , Adult , Biopterins/analogs & derivatives , Biopterins/pharmacology , Child , Female , Genotype , Humans , Male , Mutation , Phenylalanine Hydroxylase/deficiency , Phenylketonurias/diagnosis , Phenylketonurias/genetics , Phenylketonurias/physiopathology , Retrospective Studies , Standard of CareABSTRACT
Next-generation sequencing technologies are making it possible to study the role of rare variants in human disease. Many studies balance statistical power with cost-effectiveness by (a) sampling from phenotypic extremes and (b) utilizing a two-stage design. Two-stage designs include a broad-based discovery phase and selection of a subset of potential causal genes/variants to be further examined in independent samples. We evaluate three parameters: first, the gain in statistical power due to extreme sampling to discover causal variants; second, the informativeness of initial (Phase I) association statistics to select genes/variants for follow-up; third, the impact of extreme and random sampling in (Phase 2) replication. We present a quantitative method to select individuals from the phenotypic extremes of a binary trait, and simulate disease association studies under a variety of sample sizes and sampling schemes. First, we find that while studies sampling from extremes have excellent power to discover rare variants, they have limited power to associate them to phenotypesuggesting high false-negative rates for upcoming studies. Second, consistent with previous studies, we find that the effect sizes estimated in these studies are expected to be systematically larger compared with the overall population effect size; in a well-cited lipids study, we estimate the reported effect to be twofold larger. Third, replication studies require large samples from the general population to have sufficient power; extreme sampling could reduce the required sample size as much as fourfold. Our observations offer practical guidance for the design and interpretation of studies that utilize extreme sampling.
Subject(s)
Genetic Association Studies/methods , Genetic Variation , Computer Simulation , Humans , Models, Genetic , Models, Statistical , Phenotype , Sample Size , Sampling Studies , Sequence Analysis, DNAABSTRACT
OBJECTIVES: The aim of this study was to assess if genetic variation in the PACE4 (paired amino acid converting enzyme 4) gene Pcsk6 influences the risk for symptomatic knee osteoarthritis (OA). METHODS: Ten PCSK6 single nucleotide polymorphisms were tested for association in a discovery cohort of radiographic knee OA (n=156 asymptomatic and 600 symptomatic cases). Meta-analysis of the minor allele at rs900414 was performed in three additional independent cohorts (total n=674 asymptomatic and 2068 symptomatic). Pcsk6 knockout mice and wild-type C57BL/6 mice were compared in a battery of algesiometric assays, including hypersensitivity in response to intraplantar substance P, pain behaviours in response to intrathecal substance P and pain behaviour in the abdominal constriction test. RESULTS: In the discovery cohort of radiographic knee OA, an intronic single nucleotide polymorphism at rs900414 was significantly associated with symptomatic OA. Replication in three additional cohorts confirmed that the minor allele at rs900414 was consistently increased among asymptomatic compared to symptomatic radiographic knee OA cases in all four cohorts. A fixed-effects meta-analysis yielded an OR=1.35 (95% CI 1.17 to 1.56; p=4.3×10(-5) and no significant between-study heterogeneity). Studies in mice revealed that Pcsk6 knockout mice were significantly protected against pain in a battery of algesiometric assays. CONCLUSIONS: These results suggest that a variant in PCSK6 is strongly associated with protection against pain in knee OA, offering some insight as to why, in the presence of the same structural damage, some individuals develop chronic pain and others are protected. Studies in Pcsk6 null mutant mice further implicate PACE4 in pain.
Subject(s)
Arthralgia/genetics , Osteoarthritis, Knee/genetics , Proprotein Convertases/genetics , Serine Endopeptidases/genetics , Aged , Animals , Arthralgia/diagnostic imaging , Arthralgia/epidemiology , Female , Genetic Predisposition to Disease/epidemiology , Genetic Predisposition to Disease/genetics , Humans , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Middle Aged , Osteoarthritis, Knee/diagnostic imaging , Osteoarthritis, Knee/epidemiology , Phenotype , Radiography , Risk FactorsABSTRACT
Adeno-associated viruses derived from human hematopoietic stem cells (AAVHSCs) are naturally occurring AAVs. Fifteen AAVHSCs have demonstrated broad biodistribution while displaying differences in transduction. We examine the structure-function relationships of these natural amino acid variations on cellular binding. We demonstrate that AAVHSC16 is the only AAVHSC that does not preferentially bind to terminal galactose. AAVHSC16 contains two unique amino acids, 501I and 706C, compared with other AAVHSCs. Through mutagenesis, we determined that residue 501 contributes to the lack of galactose binding. Structural analysis revealed that residue 501 is in proximity to the galactose binding pocket, hence confirming its functional role in galactose binding. Biodistribution analysis of AAVHSC16 indicated significantly less liver tropism in mice and non-human primates compared with other clade F members, likely associated with overall binding differences observed in vitro. AAVHSC16 maintained robust tropism to other key tissues in the peripheral and central nervous systems after intravenous injection, including to the brain, heart, and gastrocnemius. Importantly, AAVHSC16 did not induce elevated liver enzyme levels in non-human primates after intravenous injection at high doses. The unique glycan binding and tropism of AAVHSC16 makes this naturally occurring capsid an attractive candidate for therapies requiring less liver tropism while maintaining broad biodistribution.
ABSTRACT
Osteoarthritis [MIM 165720] is a common late-onset articular joint disease for which no pharmaceutical intervention is available to attenuate the cartilage degeneration. To identify a new osteoarthritis susceptibility locus, a genome-wide linkage scan and combined linkage association analysis were applied to 179 affected siblings and four trios with generalized osteoarthritis (The GARP study). We tested, for confirmation by association, 1478 subjects who required joint replacement and 734 controls in a UK population. Additional replication was tested in 1582 population-based females from the Rotterdam study that contained 94 cases with defined hip osteoarthritis and in 267 Japanese females with symptomatic hip osteoarthritis and 465 controls. Suggested evidence for linkage in the GARP study was observed on chromosome 14q32.11 (log of odds = 3.03, P = 1.9 x 10(-4)). Genotyping tagging single-nucleotide polymorphisms covering three important candidate genes revealed a common coding variant (rs225014; Thr92Ala) in the iodothyronine-deiodinase enzyme type 2 (D2) gene (DIO2 [MIM 601413]) which significantly explained the linkage signal (P = 0.006). Confirmation and replication by association in the additional osteoarthritis studies indicated a common DIO2 haplotype, exclusively containing the minor allele of rs225014 and common allele of rs12885300, with a combined recessive odds ratio of 1.79, 95% confidence interval (CI) 1.37-2.34 with P = 2.02 x 10(-5) in female cases with advanced/symptomatic hip osteoarthritis. The gene product of this DIO2 converts intracellular pro-hormone-3,3',5,5'-tetraiodothyronine (T4) into the active thyroid hormone 3,3',5-triiodothyronine (T3) thereby regulating intracellular levels of active T3 in target tissues such as the growth plate. Our results indicate a new susceptibility gene (DIO2) conferring risk to osteoarthritis.
Subject(s)
Genetic Predisposition to Disease , Iodide Peroxidase/genetics , Osteoarthritis/genetics , Female , Genome, Human , Humans , Iodide Peroxidase/metabolism , Japan , Male , Middle Aged , Netherlands , Polymorphism, Single Nucleotide , Triiodothyronine/metabolism , United Kingdom , Iodothyronine Deiodinase Type IIABSTRACT
Target-based metabolomics, focused on a subset of metabolites representative of key pathways, is a valuable tool for assessing metabolic changes resulting from genetic mutation, altered gene expression, and protein dysfunction in a given disease state or as a consequence of an environmental perturbation, such as a pharmaceutical. However, simultaneously analyzing hundreds of endogenous metabolites presents a challenge because of their diverse chemical structures and properties. In this study, we report a high-throughput, sensitive, and reproducible method for target-based metabolomics studies. It combines different separation conditions, optimal ionization polarities, and the most sensitive triple-quadrupole MS-based data acquisition mode (MRM). In 10 min, 205 endogenous metabolites, divided into three subgroups (amino acids, sugar and nucleic acids, and organic acids), are sequentially analyzed on a LC/MS/MRM system. Low picogram sensitivity is achieved for more than half of the metabolites. A 3-4 order of linearity and assay coefficient of variation less than 15% are observed for approximately 80% of the metabolites. In summary, we have established a multiplex LC/MS/MRM method for quantitatively profiling hundreds of known metabolites from complex biological samples. The methodology is generally applicable and easily expandable to include more endogenous or drug metabolites.
Subject(s)
Chromatography, High Pressure Liquid/methods , Mass Spectrometry/methods , Metabolomics/methods , Amino Acids/blood , Amino Acids/chemistry , Animals , Carbohydrates/blood , Carbohydrates/chemistry , High-Throughput Screening Assays , Nucleic Acids/blood , Nucleic Acids/chemistry , RatsABSTRACT
Targeted gene integration via precise homologous recombination (HR)-based gene editing has the potential to correct genetic diseases. AAV (adeno-associated virus) can mediate nuclease-free gene integration at a disease-causing locus. Therapeutic application of AAV gene integration requires quantitative molecular characterization of the edited sequence that overcome technical obstacles such as excess episomal vector genomes and lengthy homology arms. Here we describe a novel molecular methodology that utilizes quantitative next-generation sequencing to characterize AAV-mediated targeted insertion and detects the presence of unintended mutations. The methods described here quantify targeted insertion and query the entirety of the target locus for the presence of insertions, deletions, single nucleotide variants (SNVs) and integration of viral components such as inverted terminal repeats (ITR). Using a humanized liver murine model, we demonstrate that hematopoietic stem-cell derived AAVHSC15 mediates in vivo targeted gene integration into human chromosome 12 at the PAH (phenylalanine hydroxylase) locus at 6% frequency, with no sign of co-incident random mutations at or above a lower limit of detection of 0.5% and no ITR sequences at the integration sites. Furthermore, analysis of heterozygous variants across the targeted locus using the methods described shows a pattern of strand cross-over, supportive of an HR mechanism of gene integration with similar efficiencies across two different haplotypes. Rapid advances in the application of AAV-mediated nuclease-free target integration, or gene editing, as a new therapeutic modality requires precise understanding of the efficiency and the nature of the changes being introduced to the target genome at the molecular level. This work provides a framework to be applied to homologous recombination gene editing platforms for assessment of introduced and natural sequence variation across a target site.
Subject(s)
Dependovirus/physiology , Gene Editing/methods , Liver/chemistry , Phenylalanine Hydroxylase/genetics , Animals , Genetic Vectors/administration & dosage , HEK293 Cells , High-Throughput Nucleotide Sequencing , Humans , Mice , Models, Animal , Mutation , Sequence Analysis, DNA , Virus IntegrationABSTRACT
Phenylketonuria is an inborn error of metabolism caused by loss of function of the liver-expressed enzyme phenylalanine hydroxylase and is characterized by elevated systemic phenylalanine levels that are neurotoxic. Current therapies do not address the underlying genetic disease or restore the natural metabolic pathway resulting in the conversion of phenylalanine to tyrosine. A family of hepatotropic clade F adeno-associated viruses (AAVs) was isolated from human CD34+ hematopoietic stem cells (HSCs) and one (AAVHSC15) was utilized to deliver a vector to correct the phenylketonuria phenotype in Pahenu2 mice. The AAVHSC15 vector containing a codon-optimized form of the human phenylalanine hydroxylase cDNA was administered as a single intravenous dose to Pahenu2 mice maintained on a phenylalanine-containing normal chow diet. Optimization of the transgene resulted in a vector that produced a sustained reduction in serum phenylalanine and normalized tyrosine levels for the lifespan of Pahenu2 mice. Brain levels of phenylalanine and the downstream serotonin metabolite 5-hydroxyindoleacetic acid were restored. In addition, the coat color of treated mice darkened following treatment, indicating restoration of the phenylalanine metabolic pathway. Taken together, these data support the potential of an AAVHSC15-based gene therapy as an investigational therapeutic for phenylketonuria patients.
ABSTRACT
The biodistribution of AAVHSC7, AAVHSC15, and AAVHSC17 following systemic delivery was assessed in cynomolgus macaques (Macaca fascicularis). Animals received a single intravenous (IV) injection of a self-complementary AAVHSC-enhanced green fluorescent protein (eGFP) vector and tissues were harvested at two weeks post-dose for anti-eGFP immunohistochemistry and vector genome analyses. IV delivery of AAVHSC vectors produced widespread distribution of eGFP staining in glial cells throughout the central nervous system, with the highest levels seen in the pons and lateral geniculate nuclei (LGN). eGFP-positive neurons were also observed throughout the central and peripheral nervous systems for all three AAVHSC vectors including brain, spinal cord, and dorsal root ganglia (DRG) with staining evident in neuronal cell bodies, axons and dendritic arborizations. Co-labeling of sections from brain, spinal cord, and DRG with anti-eGFP antibodies and cell-specific markers confirmed eGFP-staining in neurons and glia, including protoplasmic and fibrous astrocytes and oligodendrocytes. For all capsids tested, 50 to 70% of glial cells (S100-ß+) and on average 8% of neurons (NeuroTrace+) in the LGN were positive for eGFP expression. In the DRG, 45 to 62% of neurons and 8 to 12% of satellite cells were eGFP-positive for the capsids tested. eGFP staining was also observed in peripheral tissues with abundant staining in hepatocytes, skeletal- and cardio-myocytes and in acinar cells of the pancreas. Biodistribution of AAVHSC vector genomes in the central and peripheral organs generally correlated with eGFP staining and were highest in the liver for all AAVHSC vectors tested. These data demonstrate that AAVHSCs have broad tissue tropism and cross the blood-nerve and blood-brain-barriers following systemic delivery in nonhuman primates, making them suitable gene editing or gene transfer vectors for therapeutic application in human genetic diseases.
Subject(s)
Blood-Brain Barrier/metabolism , Central Nervous System/metabolism , Dependovirus/genetics , Genetic Vectors/metabolism , Administration, Intravenous , Animals , Ganglia, Spinal/metabolism , Genetic Therapy/methods , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/immunology , Green Fluorescent Proteins/metabolism , HEK293 Cells , Humans , Immunohistochemistry , Macaca , Neuroglia/metabolism , Neurons/metabolism , Tissue DistributionABSTRACT
Mismatch repair detection (MRD) was used to screen 93 matched tumor-normal sample pairs and 22 cell lines for somatic mutations in 30 cancer relevant genes. Using a starting amount of only 150 ng of genomic DNA, we screened 102 kb of sequence for somatic mutations in colon and breast cancer. A total of 152 somatic mutations were discovered, encompassing previously reported mutations, such as BRAF V600E and KRAS G12S, G12V, and G13D, as well as novel mutations, including some in genes in which somatic mutations have not previously been reported, such as MAP2K1 and MAP2K2. The distribution of mutations ranged widely within and across tumor types. The functional significance of many of these mutations is not understood, with patterns of selection only evident in KRAS and BRAF in colon cancer. These results present a novel approach to high-throughput mutation screening using small amounts of starting material and reveal a mutation spectrum across 30 genes in a large cohort of breast and colorectal cancers.
Subject(s)
Breast Neoplasms/genetics , Colorectal Neoplasms/genetics , DNA Mismatch Repair , DNA Mutational Analysis/methods , Mutation , Base Sequence , Cell Line, Tumor , DNA, Neoplasm/genetics , Female , Humans , MaleABSTRACT
To assess the therapeutic utility of AAVHSC15 and AAVHSC17, two recently described Clade F adeno-associated viruses (AAVs), the seroprevalence of neutralizing antibodies (NAbs) to these AAVs was assessed in a representative human population and compared to that of AAV9. NAb levels were measured in 100 unique human sera of different races (34, Black, 33 Caucasian, and 33 Hispanic) and sex (49% female, 51% male) collected within the United States. Fifty-six sera were tested in Huh7 cells and 44 sera were tested in 2V6.11 cells with vectors packaged with either a CMV-promoter upstream of LacZ or a CBA-promoter upstream of Firefly Luciferase, respectively. For AAVHSC15, AAVHSC17, and AAV9, 24/100 (24%), 21/100 (21%), and 17/100 (17%), respectively, of all sera tested were seropositive for NAbs using 50% inhibition of cellular transduction at a 1/16 dilution of serum as cutoff for seropositivity. Only 6% of positive sera had titers of 1/150 to 1/340, indicating that the majority of positive sera were of low titer. Significant cross-reactivity of NAbs across all three AAV serotypes was observed. These data show that approximately 80% of humans evaluated were seronegative for pre-existing NAbs to the AAV serotypes tested, suggesting that the vast majority of human subjects would be amenable to therapeutic intervention with Clade F AAVs.
Subject(s)
Antibodies, Neutralizing/immunology , Dependovirus/immunology , Racial Groups , Serogroup , Antibodies, Neutralizing/blood , Antibodies, Neutralizing/genetics , Cell Line , Cell Line, Tumor , Dependovirus/genetics , Genetic Vectors/immunology , Humans , Seroepidemiologic Studies , United StatesABSTRACT
Endothelial lipase (LIPG) is the latest addition to the triglyceride lipase family of genes that includes pancreatic lipase (PL), hepatic lipase (HL), and lipoprotein lipase (LPL). These lipolytic enzymes demonstrate both triglyceride lipase as well as phospholipase activities and are integrally involved in lipid absorption, transport, and metabolism. Several studies have demonstrated that LIPG is important for affecting lipid levels in mice but the data in humans is less complete. To more thoroughly characterize the LIPG gene, we resequenced it from an ethnically diverse population. Thirteen novel single-nucleotide polymorphisms (SNPs) were identified and seven others confirmed. High linkage disequilibrium was found among these SNPs spanning the length of the transcript, allowing interrogation of the entire gene for functional variation. Subjects with either high or low HDL cholesterol were used to investigate its association with LIPG gene variation. Associations were found with the most significant being the intronic variants C+42T/In5 and T+2864C/In8 (P=0.007 and 0.004, respectively). A trend for an association of the same SNPs with fewer myocardial infarctions (P=0.03) was also observed but was not significant after correction for multiple testing. The results of this study provide data linking variation in the human LIPG gene with HDL cholesterol levels as well as further evidence in support of LIPG as a potential target for therapeutic intervention.
Subject(s)
Cholesterol, HDL/metabolism , Lipase/genetics , Polymorphism, Single Nucleotide , Cohort Studies , Ethnicity , Female , Humans , Lipase/antagonists & inhibitors , Male , Myocardial Infarction/enzymology , Myocardial Infarction/genetics , Risk Factors , Sex FactorsABSTRACT
RATIONALE: A common polymorphism (5HTTLPR) within the promoter region of the serotonin transporter gene (LSC6A4) has been shown to influence response time as well as overall response to selective serotonin reuptake inhibitors (SSRIs) in subjects with major depressive disorder. We hypothesized that a similar effect in response time to sertraline would be observed and that no effect on response time would be seen in a placebo arm. OBJECTIVES: We tested the hypothesis that subjects homozygous for the long allele at the 5HTTLPR polymorphism would respond more rapidly to sertraline than subjects carrying one or two copies of the short allele. METHODS: HAM-D and CGI-I responses to sertraline and placebo were measured weekly in the context of an 8-week, placebo-controlled study in elderly depressed subjects. Genotyping of the 5HTTLPR polymorphism was performed to test for correlations with response at each week in the sertraline and placebo groups ( n=206). RESULTS: Subjects homozygous for the long allele of 5HTTLPR showed a significant increase in response at week 1 and week 2, as assessed by the CGI-I scale compared with subjects carrying one or two copies of the short allele ( P=0.01 at both weeks). No significant difference was observed in the placebo group. CONCLUSIONS: These results suggest that genetic variation in the serotonin transporter gene effects the response time to sertraline and provides complementing evidence to previous reports that this polymorphism affects response time to other SSRIs.
Subject(s)
Depressive Disorder, Major/drug therapy , Membrane Glycoproteins/genetics , Membrane Transport Proteins/genetics , Nerve Tissue Proteins/genetics , Polymorphism, Genetic , Selective Serotonin Reuptake Inhibitors/therapeutic use , Sertraline/therapeutic use , Aged , Alleles , Analysis of Variance , Case-Control Studies , Depressive Disorder, Major/genetics , Double-Blind Method , Female , Genotype , Humans , Male , Middle Aged , Psychiatric Status Rating Scales , Serotonin Plasma Membrane Transport Proteins , Severity of Illness Index , Time Factors , Treatment OutcomeABSTRACT
Targeted metabolomics, which focuses on a subset of known metabolites representative of biologically relevant metabolic pathways, is a valuable tool to discover biomarkers and link disease phenotypes to underlying mechanisms or therapeutic modes of action. A key advantage of targeted metabolomics, compared to discovery metabolomics, is its immediate readiness for extracting biological information derived from known metabolites and quantitative measurements. However, simultaneously analyzing hundreds of endogenous metabolites presents a challenge due to their diverse chemical structures and properties. Here we report a method which combines different chromatographic separation conditions, optimal ionization polarities, and the most sensitive triple-quadrupole MS-based data acquisition mode, multiple reaction monitoring (MRM), to quantitatively profile 205 endogenous metabolites in 10 min.
Subject(s)
Chromatography, Liquid/methods , Mass Spectrometry/methods , Metabolomics/methods , Animals , Chromatography, Liquid/economics , Humans , Mass Spectrometry/economics , Metabolomics/economics , Plasma/metabolism , Rats , Time FactorsABSTRACT
Small interfering RNAs (siRNAs) are routinely used to reduce mRNA levels for a specific gene with the goal of studying its function. Several studies have demonstrated that siRNAs are not always specific and can have many off-target effects. The 3' UTRs of off-target mRNAs are often enriched in sequences that are complementary to the seed-region of the siRNA. We demonstrate that siRNA off-targets can be significantly reduced when cells are treated with a dose of siRNA that is relatively low (e.g. 1 nM), but sufficient to effectively silence the intended target. The reduction in off-targets was demonstrated for both modified and unmodified siRNAs that targeted either STAT3 or hexokinase II. Low concentrations reduced silencing of transcripts with complementarity to the seed region of the siRNA. Similarly, off-targets that were not complementary to the siRNA were reduced at lower doses, including up-regulated genes that are involved in immune response. Importantly, the unintended induction of caspase activity following treatment with a siRNA that targeted hexokinase II was also shown to be a concentration-dependent off-target effect. We conclude that off-targets and their related phenotypic effects can be reduced for certain siRNA that potently silence their intended target at low concentrations.
Subject(s)
Hexokinase/genetics , RNA Interference , RNA, Small Interfering/genetics , STAT3 Transcription Factor/genetics , 3' Untranslated Regions/genetics , Base Sequence , Caspase 3/metabolism , Caspase 7/metabolism , Cell Line, Tumor , Cell Proliferation , Gene Expression Profiling , Humans , Oligonucleotide Array Sequence Analysis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reverse Transcriptase Polymerase Chain ReactionABSTRACT
Preß-1 high-density lipoprotein (HDL) plays a key role in reverse cholesterol transport by promoting cholesterol efflux. Our aims were (1) to test previous associations between preß-1 HDL and coronary heart disease (CHD) and (2) to investigate whether preß-1 HDL levels also are associated with risk of myocardial infarction (MI). Plasma preß-1 HDL was measured by an ultrafiltration-isotope dilution technique in 1,255 subjects recruited from the University of California-San Francisco Lipid and Cardiovascular Clinics and collaborating cardiologists. Preß-1 HDL was significantly and positively associated with CHD and MI even after adjustment for established risk factors. Inclusion of preß-1 HDL in a multivariable model for CHD led to a modest improvement in reclassification of subjects (net reclassification index 0.15, p = 0.01; integrated discrimination improvement 0.003, p = 0.2). In contrast, incorporation of preß-1 HDL into a risk model of MI alone significantly improved reclassification of subjects (net reclassification index 0.21, p = 0.008; integrated discrimination improvement 0.01, p = 0.02), suggesting that preß-1 HDL has more discriminatory power for MI than for CHD in our study population. In conclusion, these results confirm previous associations between preß-1 HDL and CHD in a large well-characterized clinical cohort. Also, this is the first study in which preß-1 HDL was identified as a novel and independent predictor of MI above and beyond traditional CHD risk factors.
Subject(s)
Coronary Disease/blood , High-Density Lipoproteins, Pre-beta/blood , Myocardial Infarction/blood , Adult , Aged , Cohort Studies , Coronary Disease/diagnosis , Coronary Disease/epidemiology , Female , Humans , Likelihood Functions , Male , Middle Aged , Myocardial Infarction/diagnosis , Myocardial Infarction/epidemiology , Predictive Value of Tests , Risk FactorsABSTRACT
The rapid pace of genomic science advancements, including the completion of the human genome sequence, the extensive cataloguing of genetic variation and the acceleration of technologies to assess such variation, combined with clinical programmes with rich phenotypic data, serve as the foundation for the design and execution of pharmacogenomic studies which have an impact on the pharmaceutical pipeline from early discovery through to the marketplace. The authors discuss the required infrastructure to support pharmacogenomic studies and provide insight into the strategies and practical application to influence decision making in the pharmaceutical setting. Further, the influence of pharmacogenomics is currently affecting patient care in the oncology area and is highlighted as evident impact in the marketplace.
Subject(s)
Drug Design , Pharmacogenetics/trends , Polymorphism, Single Nucleotide , Clinical Trials as Topic , Decision Making , Drug Industry , Genotype , Humans , Medical Oncology/trends , PhenotypeABSTRACT
OBJECTIVE: To study the role of the interleukin-1 beta gene (IL1B) and the IL-1 receptor antagonist gene (IL1RN) in relation to the occurrence of radiographic osteoarthritis (ROA) in the hip, knee, and hand and disc degeneration of the spine. METHODS: The study population consisted of a random sample of 886 subjects (ages 55-65 years) from a population-based cohort (the Rotterdam study). Two polymorphisms within IL1B (3953C>T and -511C>T) and one within IL1RN (the variable-number tandem repeat [VNTR]) were analyzed and used in an association study of the occurrence of ROA. Haplotyping and simultaneous logistic regression analysis were performed to investigate whether the associations observed were independent. RESULTS: Associations with a predisposition for hip ROA were observed for heterozygous and homozygous carriers of the rare IL1B allele -511T (crude odds ratio [OR] 1.8, 95% confidence interval [95% CI] 1.0-3.4 and OR 2.9, 95% CI 1.4-6.3, respectively) and of the IL1RN VNTR allele 2 (crude OR 2.0, 95% CI 1.1-3.4 and OR 3.3, 95% CI 1.4-7.8, respectively). An additive effect was observed for carriers of risk alleles of both polymorphisms, with a significant linear-by-linear association (P = 0.00022). CONCLUSION: Our findings suggest that the IL-1 gene cluster polymorphisms may play a significant role in the pathogenesis of OA of the hip.
Subject(s)
Interleukin-1/genetics , Osteoarthritis, Hip/diagnostic imaging , Osteoarthritis, Hip/genetics , Sialoglycoproteins/genetics , Aged , Gene Frequency , Genetic Predisposition to Disease/epidemiology , Haplotypes , Heterozygote , Homozygote , Humans , Interleukin 1 Receptor Antagonist Protein , Middle Aged , Multigene Family , Osteoarthritis, Hip/epidemiology , Polymorphism, Genetic , Radiography , Risk Factors , Tandem Repeat SequencesABSTRACT
OBJECTIVE: Significant variation in interleukin-1 beta (IL-1 beta) protein secretion between subjects has been observed when using a lipopolysaccharide (LPS)/ATP-mediated ex vivo blood stimulation assay. To explore the potential relationships between genetic polymorphisms in the IL1B cytokine gene and cellular responses to inflammatory stimuli such as LPS, we investigated the hypothesis that polymorphisms within the promoter and exon 5 of the IL1B gene contribute to the observed differences in IL-1 beta protein secretion. METHODS: The IL1B gene polymorphisms C-511T, T-31C, and C3954T were tested for association with LPS-induced secretion of IL-1 beta protein as measured by an ex vivo blood stimulation assay. Samples from 2 independent study populations (n = 31 and n = 25) were available for use in the ex vivo assay after consent was obtained to analyze the DNA. RESULTS: A specific haplotype, composed of the T allele at -511 and the C allele at -31, was significantly associated with a 2-3-fold increase in LPS-induced IL-1 beta protein secretion. This association was observed in both of the independent study populations (P = 0.0084 and P = 0.0017). CONCLUSION: These data suggest that polymorphisms within the promoter region of the IL1B gene contribute to observed differences in LPS-induced IL-1 beta protein secretion.