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Chennagiri N, White EJ, Frieden A, Lopez E, Lieber DS, Nikiforov A, Ross T, Batorsky R, Hansen S, Lip V, Luquette LJ, Mauceli E, Margulies D, Milos PM, Napolitano N, Nizzari MM, Yu T, Thompson JF. Orthogonal NGS for High Throughput Clinical Diagnostics. Sci Rep 2016; 6:24650. [PMID: 27090146 PMCID: PMC4836299 DOI: 10.1038/srep24650] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 04/04/2016] [Indexed: 11/11/2022] Open
Abstract
Next generation sequencing is a transformative technology for discovering and diagnosing genetic disorders. However, high-throughput sequencing remains error-prone, necessitating variant confirmation in order to meet the exacting demands of clinical diagnostic sequencing. To address this, we devised an orthogonal, dual platform approach employing complementary target capture and sequencing chemistries to improve speed and accuracy of variant calls at a genomic scale. We combined DNA selection by bait-based hybridization followed by Illumina NextSeq reversible terminator sequencing with DNA selection by amplification followed by Ion Proton semiconductor sequencing. This approach yields genomic scale orthogonal confirmation of ~95% of exome variants. Overall variant sensitivity improves as each method covers thousands of coding exons missed by the other. We conclude that orthogonal NGS offers improvements in variant calling sensitivity when two platforms are used, better specificity for variants identified on both platforms, and greatly reduces the time and expense of Sanger follow-up, thus enabling physicians to act on genomic results more quickly.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Va Lip
- Claritas Genomics, Cambridge MA, USA
| | | | | | - David Margulies
- Claritas Genomics, Cambridge MA, USA
- Harvard Medical School, Boston MA, USA
- Boston Children’s Hospital, Boston MA, USA
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Lamina C, Haun M, Coassin S, Kloss-Brandstätter A, Gieger C, Peters A, Grallert H, Strauch K, Meitinger T, Kedenko L, Paulweber B, Kronenberg F. A systematic evaluation of short tandem repeats in lipid candidate genes: riding on the SNP-wave. PLoS One 2014; 9:e102113. [PMID: 25050552 PMCID: PMC4106801 DOI: 10.1371/journal.pone.0102113] [Citation(s) in RCA: 5] [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: 03/24/2014] [Accepted: 06/14/2014] [Indexed: 01/09/2023] Open
Abstract
Structural genetic variants as short tandem repeats (STRs) are not targeted in SNP-based association studies and thus, their possible association signals are missed. We systematically searched for STRs in gene regions known to contribute to total cholesterol, HDL cholesterol, LDL cholesterol and triglyceride levels in two independent studies (KORA F4, n = 2553 and SAPHIR, n = 1648), resulting in 16 STRs that were finally evaluated. In a combined dataset of both studies, the sum of STR alleles was regressed on each phenotype, adjusted for age and sex. The association analyses were repeated for SNPs in a 200 kb region surrounding the respective STRs in the KORA F4 Study. Three STRs were significantly associated with total cholesterol (within LDLR, the APOA1/C3/A4/A5/BUD13 gene region and ABCG5/8), five with HDL cholesterol (3 within CETP, one in LPL and one inAPOA1/C3/A4/A5/BUD13), three with LDL cholesterol (LDLR, ABCG5/8 and CETP) and two with triglycerides (APOA1/C3/A4/A5/BUD13 and LPL). None of the investigated STRs, however, showed a significant association after adjusting for the lead or adjacent SNPs within that gene region. The evaluated STRs were found to be well tagged by the lead SNP within the respective gene regions. Therefore, the STRs reflect the association signals based on surrounding SNPs. In conclusion, none of the STRs contributed additionally to the SNP-based association signals identified in GWAS on lipid traits.
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Affiliation(s)
- Claudia Lamina
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Innsbruck Medical University, Innsbruck, Austria
| | - Margot Haun
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Innsbruck Medical University, Innsbruck, Austria
| | - Stefan Coassin
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Innsbruck Medical University, Innsbruck, Austria
| | - Anita Kloss-Brandstätter
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Innsbruck Medical University, Innsbruck, Austria
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Annette Peters
- Institute of Epidemiology II, Helmholtz Zentrum München – German Research Center for Environmental Health, Neuherberg, Germany
| | - Harald Grallert
- Department of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Konstantin Strauch
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Genetic Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Thomas Meitinger
- Institute of Human Genetics, TechnischeUniversitätMünchen, Munich, Germany
- Institute of Human Genetics, Helmholtz Zentrum München – German Research Center for Environmental Health, Neuherberg, Germany
| | - Lyudmyla Kedenko
- First Department of Internal Medicine, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Bernhard Paulweber
- First Department of Internal Medicine, Paracelsus Private Medical University Salzburg, Salzburg, Austria
| | - Florian Kronenberg
- Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Innsbruck Medical University, Innsbruck, Austria
- * E-mail:
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CETP polymorphisms influence cholesterol metabolism but not Alzheimer's disease risk. Brain Res 2008; 1232:1-6. [DOI: 10.1016/j.brainres.2008.07.047] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2008] [Revised: 07/09/2008] [Accepted: 07/10/2008] [Indexed: 11/19/2022]
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Falchi A, Piras IS, Vona G, Amoros JP, Calo' CM, Giovannoni L, Varesi L. Cholesteryl ester transfer protein gene polymorphisms are associated with coronary artery disease in Corsican population (France). Exp Mol Pathol 2007; 83:25-9. [PMID: 17275808 DOI: 10.1016/j.yexmp.2006.12.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2006] [Revised: 12/19/2006] [Accepted: 12/19/2006] [Indexed: 11/24/2022]
Abstract
The aim of the present study was to investigate the association between coronary artery disease (CAD) and Cholesterol Ester Transfer Protein (CETP) (gaaa)n polymorphisms of the CETP gene in Central Corsica island (France). The study group was composed by 300 unrelated Corsican patients with angiographically documented CAD and 300 unrelated healthy blood donors. Significant differences were observed in the distribution of CETP (gaaa)n alleles between the groups under study (p=0.03; chi(2): 16.8, df: 8). The occurrence of a long allele (408 bp) was higher in cases (12%) than in control group (2%), showing a 6.75-fold increased risk for CAD in Corsica patients (p=0.0055; OR=6.750; 95% CIs=1.47-31.00). The correlation of this polymorphism with the lipid profile (cholesterol, low density lipoprotein-cholesterol, high density lipoprotein-cholesterol and triglycerides) in the patients group was determined. There was a significant association of the long alleles of CETP (gaaa)n with HDL-C levels. In the patient and in the control groups the LL genotypes had lower HDL-C compared with the SS and SL genotypes (p<0.0001). In summary our results suggest that the genetic variation at the CETP gene may play an important role in determining CAD in Corsican population.
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Affiliation(s)
- A Falchi
- Department of Human Genetics, University of Corsica, Faculty of Science, BP52 20250 Corte Corsica, France.
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Pfeuty A, Dufresne C, Gueride M, Lecellier G. Mitochondrial upstream promoter sequences modulate in vivo the transcription of a gene in yeast mitochondria. Mitochondrion 2006; 6:289-98. [PMID: 17110175 DOI: 10.1016/j.mito.2006.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2006] [Revised: 09/28/2006] [Accepted: 10/10/2006] [Indexed: 10/24/2022]
Abstract
An in vivo study of the importance of the length and/or structures of sequences upstream of a mitochondrial promoter was undertaken in Saccharomyces cerevisiae. Short tandem mtDNA repeats were introduced upstream of the COX2 gene. Our data show that its expression is modulated by the sequence located over 200 bp upstream of the promoter. A deletion decreases the level of transcripts to about 50%. The initial level can be recovered by a fill-in AT-rich sequence or partially by the presence of a long repeat tract; on the contrary, a smaller number of copies tends to intensify the effect of the deletion. These results show that the length and base composition upstream of mitochondrial promoter are involved in vivo in the modulation of the gene expression.
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Affiliation(s)
- A Pfeuty
- Université de Versailles-Saint Quentin en Yvelines, Laboratoire de Génétique et Biologie Cellulaire, 45 Avenue des Etats-Unis, 78035 Versailles, Cedex, France
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Abstract
PURPOSE OF REVIEW APOA1/C3/A4/A5 are key components modulating lipoprotein metabolism and cardiovascular disease risk. This review examines the evidence regarding linkage disequilibrium and haplotype structure within the A1/C3/A4/A5 cluster, and assesses its association with plasma lipids and cardiovascular disease risk. In addition, we use genomic information from several species to draw inferences about the location of functional variants within this cluster. RECENT FINDINGS The close physical distance of these genes and the interrelated functions of these apolipoproteins have encumbered attempts to determine the role of individual variants on lipid metabolism. Therefore, current research aims to define linkage disequilibrium and haplotype structure within this cluster. Functional variants in regulatory regions are most interesting as they are potentially amenable to therapy. Comparative genomics can contribute to the identification of such functional variants. SUMMARY Genetic variability at the APOA1/C3/A4/A5 cluster has been examined in relation to lipid metabolism and cardiovascular disease risk. However, the findings are inconsistent. This is partly due to the classic approach of studying single and mostly nonfunctional polymorphisms. Moreover, allelic expression may depend on the concurrent presence of environmental factors. Association studies using haplotypes should increase the power to detect true associations and interactions. We hypothesize that phenotypes observed in association with transcriptional regulatory variants can be readily modified by environmental factors. Therefore, studies focusing on regulatory variants may be more fruitful to locate/define future therapeutic targets.
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Affiliation(s)
- Chao-Qiang Lai
- Nutrition and Genomics Laboratory, Jean Mayer--US Department of Agriculture, Human Nutrition Research Center on Aging, Tufts University, Boston, Massachusetts 02111, USA.
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Lloyd DB, Lira ME, Wood LS, Durham LK, Freeman TB, Preston GM, Qiu X, Sugarman E, Bonnette P, Lanzetti A, Milos PM, Thompson JF. Cholesteryl Ester Transfer Protein Variants Have Differential Stability but Uniform Inhibition by Torcetrapib. J Biol Chem 2005; 280:14918-22. [PMID: 15681846 DOI: 10.1074/jbc.m500523200] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cholesteryl ester transfer protein (CETP) is an important modulator of high density lipoprotein cholesterol in humans and thus considered to be a therapeutic target for preventing cardiovascular disease. The gene encoding CETP has been shown to be highly variable, with multiple single nucleotide polymorphisms responsible for altering both its transcription and sequence. Examining nine missense variants of CETP, we found some had significant associations with CETP mass and high density lipoprotein cholesterol levels. Two variants, Pro-373 and Gln-451, appear to be more stable in vivo, an observation mirrored by partial proteolysis studies performed in vitro. Because these naturally occurring variant proteins are potentially present in clinical populations that will be treated with CETP inhibitors, all commonly occurring haplotypes were tested to determine whether the proteins they encode could be inhibited by torcetrapib, a compound currently in clinical trials in combination with atorvastatin. Torcetrapib behaved similarly with all variants, with no significant differences in inhibition.
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Affiliation(s)
- David B Lloyd
- Department of Discovery Pharmacogenomics, Pfizer Global Research and Development, Groton, Connecticut 06340, USA
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Thompson JF, Durham LK, Lira ME, Shear C, Milos PM. CETP polymorphisms associated with HDL cholesterol may differ from those associated with cardiovascular disease. Atherosclerosis 2005; 181:45-53. [PMID: 15939053 DOI: 10.1016/j.atherosclerosis.2005.01.015] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2004] [Revised: 12/12/2004] [Accepted: 01/10/2005] [Indexed: 12/01/2022]
Abstract
To better understand the role of cholesteryl ester transfer protein (CETP) in cardiovascular disease, nine polymorphisms spanning the gene from the upstream promoter region to beyond the 3'UTR were genotyped in 2553 individuals from multiple ethnic groups and with different cardiovascular disease profiles. The frequency of four of these SNPs varied by 40-300% between Caucasians and African Americans. SNPs in each ethnic group fell into two haploblocks with significant linkage disequilibrium within each block. SNPs in the 5' haploblock were significantly associated with HDL cholesterol while SNPs in the 3' haploblock were, at best, only weakly associated with HDL-C. One SNP in the 3' haploblock (rs1800774 in intron 12) was highly associated with history of myocardial infarction even though it was not associated with HDL-C. This association was driven by the effect in Caucasian women where 11.9% of the women with no history of MI are homozygous for the less common allele while 23.7% of those with a history of MI share this genotype. In addition, this SNP was highly associated with BMI among Caucasians (p < 0.0001). The association of HDL-C with CETP genotype was found to be independent of smoking or alcohol consumption. These results replicate some earlier findings and also help to explain some of the apparent contradictions in the literature surrounding the role of CETP in modulating HDL-C and cardiovascular disease.
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Affiliation(s)
- John F Thompson
- Discovery Pharmacogenomics, Pfizer Global Research and Development, Groton, CT 06340, USA.
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