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McCarthy NS, Vangjeli C, Cavalleri GL, Delanty N, Shianna KV, Surendran P, O'Brien E, Munroe PB, Masca N, Tomaszewski M, Samani NJ, Stanton AV. Two further blood pressure loci identified in ion channel genes with a gene-centric approach. ACTA ACUST UNITED AC 2014; 7:873-9. [PMID: 25210050 DOI: 10.1161/circgenetics.113.000190] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Blood pressure (BP) is highly heritable, but our understanding of the genetic causes underlying variations in BP is incomplete. In this study, we explored whether novel loci associated with BP could be identified using a genecentric approach in 3 community-based cohorts with accurate BP measurements. METHODS AND RESULTS Genotyping of 1857 single nucleotide polymorphisms (SNPs) in 91 ion channel genes was performed in a discovery cohort (n=358). Thirty-four SNPs associated with BP traits (P≤0.01) were followed up in an independent population (n=387); significant SNPs from this analysis were looked up in another independent population (n=1010) and meta-analyzed. Repeated clinic and ambulatory measurements were available for all but the discovery cohort (clinic only). Association analyses were performed, with systolic, diastolic, and pulse pressures as quantitative traits, adjusting for age and sex. Quantile-quantile plots indicated that the genecentric approach resulted in an inflation of association signals. Of the 29 SNPs taken forward from the discovery cohort, 2 SNPs were associated with BP phenotypes with the same direction of effect, with experiment-wide significance, in follow-up cohort I. These were rs2228291, in the chloride channel gene CLCN2, and rs10513488, in the potassium channel gene KCNAB1. Both associations were subsequently replicated in follow-up cohort II. CONCLUSIONS Using a genecentric design and 3 well-phenotyped populations, this study identified 2 previously unreported, biologically plausible, genetic associations with BP. These results suggest that dense genotyping of genes, in pathways known to influence BP, could add to candidate-gene and Genome Wide Association studies in further explaining BP heritability.
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Affiliation(s)
- Nina S McCarthy
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Ciara Vangjeli
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Gianpiero L Cavalleri
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Norman Delanty
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Kevin V Shianna
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Praveen Surendran
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Eoin O'Brien
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Patricia B Munroe
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Nicholas Masca
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Maciej Tomaszewski
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Nilesh J Samani
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.)
| | - Alice V Stanton
- From the Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (N.S.M., C.V., G.L.C., N.D., P.S., A.V.S.); Centre for Genetic Origins of Health and Disease, University of Western Australia, Perth, Australia (N.S.M.); Blood Pressure Unit and Department of Neurology, Beaumont Hospital, Beaumont, Dublin, Ireland (N.D., A.V.S.); Center for Human Genome Variation and Department of Medicine, Duke University School of Medicine, Durham, NC (K.V.S.); Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland (P.S., E.O.B.); Centre for Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, and Barts NIHR Biomedical Research Unit, London (P.B.M.); and Department of Cardiovascular Sciences, University of Leicester, and Leicester National Institute for Health Research Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester, United Kingdom (N.M., M.T., N.J.S.).
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Petousi N, Croft QPP, Cavalleri GL, Cheng HY, Formenti F, Ishida K, Lunn D, McCormack M, Shianna KV, Talbot NP, Ratcliffe PJ, Robbins PA. Tibetans living at sea level have a hyporesponsive hypoxia-inducible factor system and blunted physiological responses to hypoxia. J Appl Physiol (1985) 2013; 116:893-904. [PMID: 24030663 PMCID: PMC3972739 DOI: 10.1152/japplphysiol.00535.2013] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Tibetan natives have lived on the Tibetan plateau (altitude ∼4,000 m) for at least 25,000 years, and as such they are adapted to life and reproduction in a hypoxic environment. Recent studies have identified two genetic loci, EGLN1 and EPAS1, that have undergone natural selection in Tibetans, and further demonstrated an association of EGLN1/EPAS1 genotype with hemoglobin concentration. Both genes encode major components of the hypoxia-inducible factor (HIF) transcriptional pathway, which coordinates an organism's response to hypoxia. Patients living at sea level with genetic disease of the HIF pathway have characteristic phenotypes at both the integrative-physiology and cellular level. We sought to test the hypothesis that natural selection to hypoxia within Tibetans results in related phenotypic differences. We compared Tibetans living at sea level with Han Chinese, who are Tibetans' most closely related major ethnic group. We found that Tibetans had a lower hemoglobin concentration, a higher pulmonary ventilation relative to metabolism, and blunted pulmonary vascular responses to both acute (minutes) and sustained (8 h) hypoxia. At the cellular level, the relative expression and hypoxic induction of HIF-regulated genes were significantly lower in peripheral blood lymphocytes from Tibetans compared with Han Chinese. Within the Tibetans, we found a significant correlation between both EPAS1 and EGLN1 genotype and the induction of erythropoietin by hypoxia. In conclusion, this study provides further evidence that Tibetans respond less vigorously to hypoxic challenge. This is evident at sea level and, at least in part, appears to arise from a hyporesponsive HIF transcriptional system.
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Affiliation(s)
- Nayia Petousi
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom
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Lane J, McLaren PJ, Dorrell L, Shianna KV, Stemke A, Pelak K, Moore S, Oldenburg J, Alvarez-Roman MT, Angelillo-Scherrer A, Boehlen F, Bolton-Maggs PHB, Brand B, Brown D, Chiang E, Cid-Haro AR, Clotet B, Collins P, Colombo S, Dalmau J, Fogarty P, Giangrande P, Gringeri A, Iyer R, Katsarou O, Kempton C, Kuriakose P, Lin J, Makris M, Manco-Johnson M, Tsakiris DA, Martinez-Picado J, Mauser-Bunschoten E, Neff A, Oka S, Oyesiku L, Parra R, Peter-Salonen K, Powell J, Recht M, Shapiro A, Stine K, Talks K, Telenti A, Wilde J, Yee TT, Wolinsky SM, Martinson J, Hussain SK, Bream JH, Jacobson LP, Carrington M, Goedert JJ, Haynes BF, McMichael AJ, Goldstein DB, Fellay J. A genome-wide association study of resistance to HIV infection in highly exposed uninfected individuals with hemophilia A. Hum Mol Genet 2013; 22:1903-10. [PMID: 23372042 DOI: 10.1093/hmg/ddt033] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Human genetic variation contributes to differences in susceptibility to HIV-1 infection. To search for novel host resistance factors, we performed a genome-wide association study (GWAS) in hemophilia patients highly exposed to potentially contaminated factor VIII infusions. Individuals with hemophilia A and a documented history of factor VIII infusions before the introduction of viral inactivation procedures (1979-1984) were recruited from 36 hemophilia treatment centers (HTCs), and their genome-wide genetic variants were compared with those from matched HIV-infected individuals. Homozygous carriers of known CCR5 resistance mutations were excluded. Single nucleotide polymorphisms (SNPs) and inferred copy number variants (CNVs) were tested using logistic regression. In addition, we performed a pathway enrichment analysis, a heritability analysis, and a search for epistatic interactions with CCR5 Δ32 heterozygosity. A total of 560 HIV-uninfected cases were recruited: 36 (6.4%) were homozygous for CCR5 Δ32 or m303. After quality control and SNP imputation, we tested 1 081 435 SNPs and 3686 CNVs for association with HIV-1 serostatus in 431 cases and 765 HIV-infected controls. No SNP or CNV reached genome-wide significance. The additional analyses did not reveal any strong genetic effect. Highly exposed, yet uninfected hemophiliacs form an ideal study group to investigate host resistance factors. Using a genome-wide approach, we did not detect any significant associations between SNPs and HIV-1 susceptibility, indicating that common genetic variants of major effect are unlikely to explain the observed resistance phenotype in this population.
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Affiliation(s)
- Jérôme Lane
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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Oz-Levi D, Ben-Zeev B, Ruzzo EK, Hitomi Y, Gelman A, Pelak K, Anikster Y, Reznik-Wolf H, Bar-Joseph I, Olender T, Alkelai A, Weiss M, Ben-Asher E, Ge D, Shianna KV, Elazar Z, Goldstein DB, Pras E, Lancet D. Mutation in TECPR2 reveals a role for autophagy in hereditary spastic paraparesis. Am J Hum Genet 2012. [PMID: 23176824 DOI: 10.1016/j.ajhg.2012.09.015] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
We studied five individuals from three Jewish Bukharian families affected by an apparently autosomal-recessive form of hereditary spastic paraparesis accompanied by severe intellectual disability, fluctuating central hypoventilation, gastresophageal reflux disease, wake apnea, areflexia, and unique dysmorphic features. Exome sequencing identified one homozygous variant shared among all affected individuals and absent in controls: a 1 bp frameshift TECPR2 deletion leading to a premature stop codon and predicting significant degradation of the protein. TECPR2 has been reported as a positive regulator of autophagy. We thus examined the autophagy-related fate of two key autophagic proteins, SQSTM1 (p62) and MAP1LC3B (LC3), in skin fibroblasts of an affected individual, as compared to a healthy control, and found that both protein levels were decreased and that there was a more pronounced decrease in the lipidated form of LC3 (LC3II). siRNA knockdown of TECPR2 showed similar changes, consistent with aberrant autophagy. Our results are strengthened by the fact that autophagy dysfunction has been implicated in a number of other neurodegenerative diseases. The discovered TECPR2 mutation implicates autophagy, a central intracellular mechanism, in spastic paraparesis.
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Affiliation(s)
- Danit Oz-Levi
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot 76100, Israel.
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Abstract
Since the discovery of HIV as the cause of AIDS, numerous insights have been gained from studies of its natural history and epidemiology. It has become clear that there are substantial interindividual differences in the risk of HIV acquisition and course of disease. Meanwhile, the field of human genetics has undergone a series of rapid transitions that have fundamentally altered the approach to studying HIV host genetics. We aim to describe the field as it has transitioned from the era of candidate-gene studies and the era of genome-wide association studies (GWAS) to its current state in the infancy of comprehensive sequencing. In some ways the field has come full circle, having evolved from being driven almost exclusively by our knowledge of immunology, to a bias-free GWAS approach, to a point where our ability to catalogue human variation far outstrips our ability to biologically interpret it.
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Affiliation(s)
- Patrick R Shea
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina 27708, USA.
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Need AC, Shashi V, Hitomi Y, Schoch K, Shianna KV, McDonald MT, Meisler MH, Goldstein DB. Clinical application of exome sequencing in undiagnosed genetic conditions. J Med Genet 2012; 49:353-61. [PMID: 22581936 PMCID: PMC3375064 DOI: 10.1136/jmedgenet-2012-100819] [Citation(s) in RCA: 335] [Impact Index Per Article: 27.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Background There is considerable interest in the use of next-generation sequencing to help diagnose unidentified genetic conditions, but it is difficult to predict the success rate in a clinical setting that includes patients with a broad range of phenotypic presentations. Methods The authors present a pilot programme of whole-exome sequencing on 12 patients with unexplained and apparent genetic conditions, along with their unaffected parents. Unlike many previous studies, the authors did not seek patients with similar phenotypes, but rather enrolled any undiagnosed proband with an apparent genetic condition when predetermined criteria were met. Results This undertaking resulted in a likely genetic diagnosis in 6 of the 12 probands, including the identification of apparently causal mutations in four genes known to cause Mendelian disease (TCF4, EFTUD2, SCN2A and SMAD4) and one gene related to known Mendelian disease genes (NGLY1). Of particular interest is that at the time of this study, EFTUD2 was not yet known as a Mendelian disease gene but was nominated as a likely cause based on the observation of de novo mutations in two unrelated probands. In a seventh case with multiple disparate clinical features, the authors were able to identify homozygous mutations in EFEMP1 as a likely cause for macular degeneration (though likely not for other features). Conclusions This study provides evidence that next-generation sequencing can have high success rates in a clinical setting, but also highlights key challenges. It further suggests that the presentation of known Mendelian conditions may be considerably broader than currently recognised.
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Affiliation(s)
- Anna C Need
- Center for Human Genome Variation, Duke University School of Medicine, Box 91009, Durham, NC 27708, USA.
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7
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McCormack M, Urban TJ, Shianna KV, Walley N, Pandolfo M, Depondt C, Chaila E, O’Conner GD, Kasperavičiūtė D, Radtke RA, Heinzen EL, Sisodiya SM, Delanty N, Cavalleri GL. Genome-wide mapping for clinically relevant predictors of lamotrigine- and phenytoin-induced hypersensitivity reactions. Pharmacogenomics 2012; 13:399-405. [PMID: 22379998 PMCID: PMC3428903 DOI: 10.2217/pgs.11.165] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIMS An association between carbamazepine-induced hypersensitivity and HLA-A*3101 has been reported in populations of both European and Asian descent. We aimed to investigate HLA-A*3101 and other common variants across the genome as markers for cutaneous adverse drug reactions (cADRs) attributed to lamotrigine and phenytoin. MATERIALS & METHODS We recruited patients with lamotrigine-induced cADRs (n = 46) and patients with phenytoin-cADRs (n = 44) and the 1958 British birth cohort was used as a control (n = 1296). HLA-A*3101 was imputed from genome-wide association study data. We applied genome-wide association to study lamotrigine- and phenytoin-induced cADR, and total cADR cases combined. RESULTS Neither HLA-A*3101 nor any other genetic marker significantly predicted lamotrigine- or phenytoin-induced cADRs. CONCLUSION HLA-A*3101 does not appear to be a predictor for lamotrigine- and phenytoin-induced cADRs in Europeans. Our genome-wide association study results do not support the existence of a clinically relevant common variant for the development of lamotrigine- or phenytoin-induced cADRs. As a predictive marker, HLA-A*3101 appears to be specific for carbamazepine-induced cADRs.
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Affiliation(s)
- Mark McCormack
- The Department of Molecular & Cellular Therapeutics, the Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | | | | | | | - Massimo Pandolfo
- Department of Neurology, Hôpital Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Chantal Depondt
- Department of Neurology, Hôpital Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Elijah Chaila
- Division of Neurology, Beaumont Hospital, Dublin 9, Ireland
| | | | - Dalia Kasperavičiūtė
- Department of Clinical & Experimental Epilepsy, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK
| | | | | | - Sanjay M Sisodiya
- Department of Clinical & Experimental Epilepsy, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK
| | - Norman Delanty
- The Department of Molecular & Cellular Therapeutics, the Royal College of Surgeons in Ireland, Dublin 2, Ireland
- Division of Neurology, Beaumont Hospital, Dublin 9, Ireland
| | - Gianpiero L Cavalleri
- The Department of Molecular & Cellular Therapeutics, the Royal College of Surgeons in Ireland, Dublin 2, Ireland
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Howell CD, Gorden A, Ryan KA, Thompson AJ, Ibrahim C, Fried M, Afdhal NH, McHutchison JG, Shianna KV, Goldstein DB, Shuldiner AR, Mitchell BD. Single nucleotide polymorphism upstream of interleukin 28B associated with phase 1 and phase 2 of early viral kinetics in patients infected with HCV genotype 1. J Hepatol 2012; 56:557-63. [PMID: 22027585 PMCID: PMC3884806 DOI: 10.1016/j.jhep.2011.10.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2010] [Revised: 09/28/2011] [Accepted: 10/01/2011] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS We studied the relationship between IL28B gene-related SNP rs12979860 and early viral kinetics (day 0-28) during peginterferon and ribavirin treatment, in 173 African Americans (AA) and 188 Caucasian Americans (CA) with HCV genotype 1. METHODS We studied the relationship between IL28B 16 gene-related SNP rs12979860 and early viral kinetics (day 0-28) 17 during peginterferon and ribavirin treatment, in 171 African 18 Americans (AA) and 188 Caucasian Americans (CA) with HCV 19 genotype 1. RESULTS Compared to non-C/C genotypes, C/C was associated with greater declines in serum HCV RNA during phase 1 (day 0-2), phase 2 (day 7-28), and day 0-28 and higher response (undetected HCV RNA) rates at weeks 4 and 12 in AA and CA. A static phase and increases in HCV RNA from day 2 to 7 were more common in patients with non-C/C genotypes. C/C was also associated with higher week 24, 48, and 72 response rates in CA (p<0.01) but not in AA. At baseline, SNP genotype was the only independent predictor of phase 1; SNP genotype and phase 1 were independent predictors of phase 2 (p<0.001). There were no racial differences in HCV RNA declines during phase 1, day 2-7, phase 2, and day 0-28 with the same SNP genotype. AA with C/C and C/T genotypes had lower week 24, 48, and 72 (SVR) rates than did CA (p=0.03). SNP C/C predicted higher SVR rates in AA and CA with high baseline HCV RNA (≥ 600,000 IU/ml), and in CA with ≥ 1 log(10)IU/ml decrease in HCV RNA from day 0 to 28. CONCLUSIONS SNP rs12979860 is strongly associated with both phase 1 and phase 2 HCV RNA kinetics in AA and CA with HCV genotype 1.
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Affiliation(s)
- Charles D Howell
- University of Maryland School of Medicine, Program in Genetics and Genomic Medicine, Baltimore, MD, USA.
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Torjussen TM, Lødrup Carlsen KC, Munthe-Kaas MC, Mowinckel P, Carlsen KH, Helms PJ, Gerritsen J, Whyte MK, Lenney W, Undlien DE, Shianna KV, Zhu G, Pillai SG. Alpha-nicotinic acetylcholine receptor and tobacco smoke exposure: effects on bronchial hyperresponsiveness in children. Pediatr Allergy Immunol 2012; 23:40-9. [PMID: 22017462 DOI: 10.1111/j.1399-3038.2011.01222.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND The CHRNA 3 and 5 genes on chromosome 15 encode the alpha subunits of the nicotinic acetylcholine receptor, mediating airway cholinergic activity. Polymorphisms are associated with cigarette smoking, chronic obstructive pulmonary disease, and lung cancer. AIMS To determine possible associations between CHRNA 3/5 SNP rs8034191 and asthma or lung function in children in one local and one replicate multinational population, and assess if tobacco smoke modified the associations. MATERIALS AND METHODS The rs8034191 SNP genotyped in 551 children from the environment and childhood asthma (ECA) birth cohort study in Oslo, Norway, and in 516 families from six European centers [the Genetics of Asthma International Network (GAIN) study] was tested for genotypic or allelic associations to current or history of asthma, allergic sensitization (≥ one positive skin prick tests), bronchial hyperresponsiveness (BHR), and lung function (FEV(1%) of predicted and FEV(1) /FVC ratio over/ below the 5th percentile). RESULTS Although the TT and CT genotypes at SNP rs 8034191 were overall significantly associated with BHR (OR = 3.9, 95% CI 1.5-10.0, p = 0.005), stratified analyses according to exposure to maternal smoking in-utero or indoor smoking at 10 yrs of age showed significant association (OR = 4.4, 95% CI 1.5-12.6, p = 0.006 and OR 5.6, 95% CI 1.7-18.5, p = 0.004, respectively) only in the non-exposed and not in exposed children. The SNP-BHR association was replicated in the non-tobacco-smoke-exposed subjects in one of the GAIN centers (BHR associated with the T allele (p = 0.034)), but not in the collated GAIN populations. Asthma, allergic sensitization, and lung function were not associated with the rs8034191 alleles. CONCLUSION An interaction between tobacco smoke exposure and a CHRNA3/5 polymorphism was found for BHR in children, but CHRNA3/5 was not associated with asthma or lung function.
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Affiliation(s)
- Tale M Torjussen
- National Centre for Epilepsy, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.
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Ombrello MJ, Remmers EF, Sun G, Freeman AF, Datta S, Torabi-Parizi P, Subramanian N, Bunney TD, Baxendale RW, Martins MS, Romberg N, Komarow H, Aksentijevich I, Kim HS, Ho J, Cruse G, Jung MY, Gilfillan AM, Metcalfe DD, Nelson C, O'Brien M, Wisch L, Stone K, Douek DC, Gandhi C, Wanderer AA, Lee H, Nelson SF, Shianna KV, Cirulli ET, Goldstein DB, Long EO, Moir S, Meffre E, Holland SM, Kastner DL, Katan M, Hoffman HM, Milner JD. Cold urticaria, immunodeficiency, and autoimmunity related to PLCG2 deletions. N Engl J Med 2012; 366:330-8. [PMID: 22236196 PMCID: PMC3298368 DOI: 10.1056/nejmoa1102140] [Citation(s) in RCA: 279] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Mendelian analysis of disorders of immune regulation can provide insight into molecular pathways associated with host defense and immune tolerance. METHODS We identified three families with a dominantly inherited complex of cold-induced urticaria, antibody deficiency, and susceptibility to infection and autoimmunity. Immunophenotyping methods included flow cytometry, analysis of serum immunoglobulins and autoantibodies, lymphocyte stimulation, and enzymatic assays. Genetic studies included linkage analysis, targeted Sanger sequencing, and next-generation whole-genome sequencing. RESULTS Cold urticaria occurred in all affected subjects. Other, variable manifestations included atopy, granulomatous rash, autoimmune thyroiditis, the presence of antinuclear antibodies, sinopulmonary infections, and common variable immunodeficiency. Levels of serum IgM and IgA and circulating natural killer cells and class-switched memory B cells were reduced. Linkage analysis showed a 7-Mb candidate interval on chromosome 16q in one family, overlapping by 3.5 Mb a disease-associated haplotype in a smaller family. This interval includes PLCG2, encoding phospholipase Cγ(2) (PLCγ(2)), a signaling molecule expressed in B cells, natural killer cells, and mast cells. Sequencing of complementary DNA revealed heterozygous transcripts lacking exon 19 in two families and lacking exons 20 through 22 in a third family. Genomic sequencing identified three distinct in-frame deletions that cosegregated with disease. These deletions, located within a region encoding an autoinhibitory domain, result in protein products with constitutive phospholipase activity. PLCG2-expressing cells had diminished cellular signaling at 37°C but enhanced signaling at subphysiologic temperatures. CONCLUSIONS Genomic deletions in PLCG2 cause gain of PLCγ(2) function, leading to signaling abnormalities in multiple leukocyte subsets and a phenotype encompassing both excessive and deficient immune function. (Funded by the National Institutes of Health Intramural Research Programs and others.).
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Affiliation(s)
- Michael J Ombrello
- Inflammatory Disease Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
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11
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Naggie S, Rallon NI, Benito JM, Morello J, Rodriguez-Novoa S, Clark PJ, Thompson AJ, Shianna KV, Vispo E, McHutchison JG, Goldstein DB, Soriano V. Variants in the ITPA gene protect against ribavirin-induced hemolytic anemia in HIV/HCV-coinfected patients with all HCV genotypes. J Infect Dis 2011; 205:376-83. [PMID: 22158703 DOI: 10.1093/infdis/jir754] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND A recent genome-wide association study reported a strong association with a single-nucleotide polymorphism (SNP) in the inosine triphosphate (ITPA) gene and hemolytic anemia in patients infected with hepatitis C virus (HCV) receiving pegylated interferon and ribavirin. We investigate these polymorphisms in a cohort of human immunodeficiency virus (HIV)/HCV-coinfected patients. METHODS DNA was available for 161 patients with validated outcomes. We analyzed the association between the variants and week 4 hemoglobin reduction. Anemia over the course of therapy, ribavirin (RBV) dose reduction, serum RBV level, and rapid virological response (RVR) and sustained virological response (SVR) were also investigated. Using a candidate gene approach, ITPA variants rs1127354 and rs7270101 were tested using the ABI TaqMan kit. Multivariable models were used to identify predictors of anemia. RESULTS A significant minority (33%) of patients were predicted to have reduced ITPase activity. The minor allele of each variant was associated with protection against week 4 anemia. In multivariable models only the genetic variants, creatinine, and zidovudine exposure remained significant. ITPase deficiency was not associated with RBV-dose reduction, RVR, or SVR. CONCLUSIONS This study confirms that polymorphisms in the ITPA gene are associated with protection from RBV-induced anemia in HIV/HCV-coinfected patients but not improved clinical outcomes.
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Affiliation(s)
- Susanna Naggie
- Duke Clinical Research Institute, Durham, North Carolina, USA.
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12
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Pelak K, Need AC, Fellay J, Shianna KV, Feng S, Urban TJ, Ge D, De Luca A, Martinez-Picado J, Wolinsky SM, Martinson JJ, Jamieson BD, Bream JH, Martin MP, Borrow P, Letvin NL, McMichael AJ, Haynes BF, Telenti A, Carrington M, Goldstein DB, Alter G. Copy number variation of KIR genes influences HIV-1 control. PLoS Biol 2011; 9:e1001208. [PMID: 22140359 PMCID: PMC3226550 DOI: 10.1371/journal.pbio.1001208] [Citation(s) in RCA: 121] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2011] [Accepted: 10/20/2011] [Indexed: 11/19/2022] Open
Abstract
The authors that the number of activating and inhibitory KIR genes varies between individuals and plays a role in the regulation of immune mechanisms that determine HIV-1 control. A genome-wide screen for large structural variants showed that a copy number variant (CNV) in the region encoding killer cell immunoglobulin-like receptors (KIR) associates with HIV-1 control as measured by plasma viral load at set point in individuals of European ancestry. This CNV encompasses the KIR3DL1-KIR3DS1 locus, encoding receptors that interact with specific HLA-Bw4 molecules to regulate the activation of lymphocyte subsets including natural killer (NK) cells. We quantified the number of copies of KIR3DS1 and KIR3DL1 in a large HIV-1 positive cohort, and showed that an increase in KIR3DS1 count associates with a lower viral set point if its putative ligand is present (p = 0.00028), as does an increase in KIR3DL1 count in the presence of KIR3DS1 and appropriate ligands for both receptors (p = 0.0015). We further provide functional data that demonstrate that NK cells from individuals with multiple copies of KIR3DL1, in the presence of KIR3DS1 and the appropriate ligands, inhibit HIV-1 replication more robustly, and associated with a significant expansion in the frequency of KIR3DS1+, but not KIR3DL1+, NK cells in their peripheral blood. Our results suggest that the relative amounts of these activating and inhibitory KIR play a role in regulating the peripheral expansion of highly antiviral KIR3DS1+ NK cells, which may determine differences in HIV-1 control following infection. There is marked intrinsic variation in the extent to which individuals are able to control HIV-1. We have identified a genetic copy number variable region (CNV) in humans that plays a significant role in the control of HIV-1. This CNV is located in the genomic region that encodes the killer cell immunoglobulin-like receptors (KIRs) and specifically affects the KIR3DS1 and KIR3DL1 genes, encoding two KIRs that interact with human leukocyte antigen B (HLA-B) ligands. KIRs are expressed on the surface of natural killer (NK) cells, which serve as important players in the innate immune response, and are involved in the recognition of infected and malignant cells through a loss or alteration in “self” ligands. We use both genetic association and functional evidence to show a strong interaction between KIR3DL1 and KIR3DS1, indicating that increasing gene counts for KIR3DL1 confer increasing levels of protection against HIV-1, but only in the presence of at least one copy of KIR3DS1. This effect was associated with a dramatic increase in the abundance of KIR3DS1+ NK cells in the peripheral blood, and strongly associated with a more robust capacity of peripheral NK cells to suppress HIV-1 replication in vitro. This work provides one of the few examples of an association between a relatively common CNV and a human complex trait.
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Affiliation(s)
- Kimberly Pelak
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Anna C. Need
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jacques Fellay
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
- Global Health Institute, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Kevin V. Shianna
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Sheng Feng
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America
| | - Thomas J. Urban
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Dongliang Ge
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Andrea De Luca
- Institute of Clinical Infectious Diseases, Catholic University of the Sacred Heart, Rome, Italy
- Division of Infectious Diseases, Siena University Hospital, Siena, Italy
| | - Javier Martinez-Picado
- irsiCaixa Foundation and Hospital Germans Trias i Pujol, Badalona, Spain
- Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Steven M. Wolinsky
- Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Jeremy J. Martinson
- Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Beth D. Jamieson
- Department of Medicine, David Geffen School of Medicine, University of California–Los Angeles, Los Angeles, California, United States of America
| | - Jay H. Bream
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Maureen P. Martin
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, United States of America
| | - Persephone Borrow
- Nuffield Department of Clinical Medicine, University of Oxford and Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, Headington, Oxford, United Kingdom
| | - Norman L. Letvin
- Division of Viral Pathogenesis, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Andrew J. McMichael
- Medical Research Council Human Immunology Unit, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, Oxford, United Kingdom
| | - Barton F. Haynes
- Duke Human Vaccine Institute, Duke University, Durham, North Carolina, United States of America
| | - Amalio Telenti
- Institute of Microbiology, University Hospital Center; and University of Lausanne, Lausanne, Switzerland
| | - Mary Carrington
- Department of Medicine, David Geffen School of Medicine, University of California–Los Angeles, Los Angeles, California, United States of America
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, United States of America
| | - David B. Goldstein
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Galit Alter
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, United States of America
- * E-mail:
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Cirulli ET, Heinzen EL, Dietrich FS, Shianna KV, Singh A, Maia JM, Goedert JJ, Goldstein DB. A whole-genome analysis of premature termination codons. Genomics 2011; 98:337-42. [PMID: 21803148 DOI: 10.1016/j.ygeno.2011.07.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2011] [Revised: 07/02/2011] [Accepted: 07/14/2011] [Indexed: 11/18/2022]
Abstract
We sequenced the genomes of ten unrelated individuals and identified heterozygous stop codon-gain variants in protein-coding genes: we then sequenced their transcriptomes and assessed the expression levels of the stop codon-gain alleles. An ANOVA showed statistically significant differences between their expression levels (p=4×10(-16)). This difference was almost entirely accounted for by whether the stop codon-gain variant had a second, non-protein-truncating function in or near an alternate transcript: stop codon-gains without alternate functions were generally not found in the cDNA (p=3×10(-5)). Additionally, stop codon-gain variants in two intronless genes were not expressed, an unexpected outcome given previous studies. In this study, stop codon-gain variants were either well expressed in all individuals or were never expressed. Our finding that stop codon-gain variants were generally expressed only when they had an alternate function suggests that most naturally occurring stop codon-gain variants in protein-coding genes are either not transcribed or have their transcripts destroyed.
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Affiliation(s)
- Elizabeth T Cirulli
- Center for Human Genome Variation, Duke University School of Medicine, Durham, NC 27708, USA
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14
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Ge D, Ruzzo EK, Shianna KV, He M, Pelak K, Heinzen EL, Need AC, Cirulli ET, Maia JM, Dickson SP, Zhu M, Singh A, Allen AS, Goldstein DB. SVA: software for annotating and visualizing sequenced human genomes. Bioinformatics 2011; 27:1998-2000. [PMID: 21624899 PMCID: PMC3129530 DOI: 10.1093/bioinformatics/btr317] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Summary: Here we present Sequence Variant Analyzer (SVA), a software tool that assigns a predicted biological function to variants identified in next-generation sequencing studies and provides a browser to visualize the variants in their genomic contexts. SVA also provides for flexible interaction with software implementing variant association tests allowing users to consider both the bioinformatic annotation of identified variants and the strength of their associations with studied traits. We illustrate the annotation features of SVA using two simple examples of sequenced genomes that harbor Mendelian mutations. Availability and implementation: Freely available on the web at http://www.svaproject.org. Contact:d.ge@duke.edu Supplementary information:Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Dongliang Ge
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina 27708, USA.
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15
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Hitomi Y, Cirulli ET, Fellay J, McHutchison JG, Thompson AJ, Gumbs CE, Shianna KV, Urban TJ, Goldstein DB. Inosine triphosphate protects against ribavirin-induced adenosine triphosphate loss by adenylosuccinate synthase function. Gastroenterology 2011; 140:1314-21. [PMID: 21199653 DOI: 10.1053/j.gastro.2010.12.038] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2010] [Revised: 11/09/2010] [Accepted: 12/14/2010] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Genetic variation of inosine triphosphatase (ITPA) causing an accumulation of inosine triphosphate (ITP) has been shown to protect patients against ribavirin (RBV)-induced anemia during treatment for chronic hepatitis C infection by genome-wide association study (GWAS). However, the biologic mechanism by which this occurs is unknown. METHODS We examined whether ITP can be used by adenosine triphosphatase (ATPase) in human erythrocytes or recombinant human adenylosuccinate synthase (ADSS). RBV-induced adenosine triphosphate (ATP) reduction in erythrocytes was compared with the genetically determined low or normal activity of ITPA, leading respectively to high or normal ITP levels. RESULTS Although ITP is not used directly by human erythrocyte ATPase, it can be used for ATP biosynthesis via ADSS in place of guanosine triphosphate (GTP). With RBV challenge, erythrocyte ATP reduction was more severe in the wild-type ITPA genotype than in the hemolysis protective ITPA genotype. This difference also remains after inhibiting adenosine uptake using nitrobenzylmercaptopurine riboside (NBMPR). Interestingly, the alleviation of ATP reduction by the hemolysis protective ITPA genotype was canceled by the ADSS inhibitor 6-mercaptoethanol (6-MP). CONCLUSIONS ITP confers protection against RBV-induced ATP reduction by substituting for erythrocyte GTP, which is depleted by RBV, in the biosynthesis of ATP. Because patients with excess ITP appear largely protected against anemia, these results confirm that RBV-induced anemia is due primarily to the effect of the drug on GTP and consequently ATP levels in erythrocytes.
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Affiliation(s)
- Yuki Hitomi
- Center for Human Genome Variation, School of Medicine, Duke University, Durham, North Carolina, USA
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McCormack M, Alfirevic A, Bourgeois S, Farrell JJ, Kasperavičiūtė D, Carrington M, Sills GJ, Marson T, Jia X, de Bakker PIW, Chinthapalli K, Molokhia M, Johnson MR, O'Connor GD, Chaila E, Alhusaini S, Shianna KV, Radtke RA, Heinzen EL, Walley N, Pandolfo M, Pichler W, Park BK, Depondt C, Sisodiya SM, Goldstein DB, Deloukas P, Delanty N, Cavalleri GL, Pirmohamed M. HLA-A*3101 and carbamazepine-induced hypersensitivity reactions in Europeans. N Engl J Med 2011; 364:1134-43. [PMID: 21428769 PMCID: PMC3113609 DOI: 10.1056/nejmoa1013297] [Citation(s) in RCA: 613] [Impact Index Per Article: 47.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Carbamazepine causes various forms of hypersensitivity reactions, ranging from maculopapular exanthema to severe blistering reactions. The HLA-B*1502 allele has been shown to be strongly correlated with carbamazepine-induced Stevens-Johnson syndrome and toxic epidermal necrolysis (SJS-TEN) in the Han Chinese and other Asian populations but not in European populations. METHODS We performed a genomewide association study of samples obtained from 22 subjects with carbamazepine-induced hypersensitivity syndrome, 43 subjects with carbamazepine-induced maculopapular exanthema, and 3987 control subjects, all of European descent. We tested for an association between disease and HLA alleles through proxy single-nucleotide polymorphisms and imputation, confirming associations by high-resolution sequence-based HLA typing. We replicated the associations in samples from 145 subjects with carbamazepine-induced hypersensitivity reactions. RESULTS The HLA-A*3101 allele, which has a prevalence of 2 to 5% in Northern European populations, was significantly associated with the hypersensitivity syndrome (P=3.5×10(-8)). An independent genomewide association study of samples from subjects with maculopapular exanthema also showed an association with the HLA-A*3101 allele (P=1.1×10(-6)). Follow-up genotyping confirmed the variant as a risk factor for the hypersensitivity syndrome (odds ratio, 12.41; 95% confidence interval [CI], 1.27 to 121.03), maculopapular exanthema (odds ratio, 8.33; 95% CI, 3.59 to 19.36), and SJS-TEN (odds ratio, 25.93; 95% CI, 4.93 to 116.18). CONCLUSIONS The presence of the HLA-A*3101 allele was associated with carbamazepine-induced hypersensitivity reactions among subjects of Northern European ancestry. The presence of the allele increased the risk from 5.0% to 26.0%, whereas its absence reduced the risk from 5.0% to 3.8%. (Funded by the U.K. Department of Health and others.).
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Affiliation(s)
- Mark McCormack
- Molecular and Cellular Therapeutics, the Royal College of Surgeons in Ireland, Dublin, Ireland
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Thompson AJ, Santoro R, Piazzolla V, Clark PJ, Naggie S, Tillmann HL, Patel K, Muir AJ, Shianna KV, Mottola L, Petruzzellis D, Romano M, Sogari F, Facciorusso D, Goldstein DB, McHutchison JG, Mangia A. Inosine triphosphatase genetic variants are protective against anemia during antiviral therapy for HCV2/3 but do not decrease dose reductions of RBV or increase SVR. Hepatology 2011; 53:389-95. [PMID: 21274861 PMCID: PMC4892367 DOI: 10.1002/hep.24068] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2010] [Accepted: 10/28/2010] [Indexed: 12/12/2022]
Abstract
UNLABELLED Two functional variants in the inosine triphosphatase (ITPA) gene causing inosine triphosphatase (ITPase) deficiency protect against ribavirin (RBV)-induced hemolytic anemia and the need for RBV dose reduction in patients with genotype 1 hepatitis C virus (HCV). No data are available for genotype 2/3 HCV. We evaluated the association between the casual ITPA variants and on-treatment anemia in a well-characterized cohort of genotype 2/3 patients treated with variable-duration pegylated interferon alfa-2b (PEG-IFN-α2b) and RBV. Two hundred thirty-eight Caucasian patients were included in this retrospective study [185 (78%) with genotype 2 and 53 (22%) with genotype 3]. Patients were treated with PEG-IFN-α2b plus weight-based RBV (1000/1200 mg) for 12 (n = 109) or 24 weeks (n = 129). The ITPA polymorphisms rs1127354 and rs7270101 were genotyped, and an ITPase deficiency variable was defined that combined both ITPA variants according to their effect on ITPase activity. The primary endpoint was hemoglobin (Hb) reduction in week 4. We also considered Hb reduction over the course of therapy, the need for RBV dose modification, and the rate of sustained virological response (SVR). The ITPA variants were strongly and independently associated with protection from week 4 anemia (P = 10(-6) for rs1127354 and P = 10(-7) for rs7270101). Combining the variants into the ITPase deficiency variable increased the strength of association (P = 10(-11) ). ITPase deficiency protected against anemia throughout treatment. ITPase deficiency was associated with a delayed time to an Hb level < 10 g/dL (hazard ratio = 0.25, 95% confidence interval = 0.08-0.84, P = 0.025) but not with the rate of RBV dose modification (required per protocol at Hb < 9.5 g/dL). There was no association between the ITPA variants and SVR. CONCLUSION Two ITPA variants were strongly associated with protection against treatment-related anemia in patients with genotype 2/3 HCV, but they did not decrease the need for RBV dose reduction or increase the rate of SVR.
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Affiliation(s)
- Alexander J. Thompson
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Rosanna Santoro
- Gastroenterology Unit, Casa Sollievo della Sofferenza Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, San Giovanni Rotondo, Italy
| | - Valeria Piazzolla
- Gastroenterology Unit, Casa Sollievo della Sofferenza Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, San Giovanni Rotondo, Italy
| | - Paul J. Clark
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Susanna Naggie
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Hans L. Tillmann
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Keyur Patel
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Andrew J. Muir
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Kevin V. Shianna
- Center for Human Genome Variation, Institute for Genome Sciences & Policy, Duke University, Durham, NC
| | - Leonardo Mottola
- Gastroenterology Unit, Casa Sollievo della Sofferenza Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, San Giovanni Rotondo, Italy
| | - Daniela Petruzzellis
- Gastroenterology Unit, Casa Sollievo della Sofferenza Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, San Giovanni Rotondo, Italy
| | - Mario Romano
- Department of Internal Medicine, Sandro Pertini Hospital, Rome, Italy
| | - Fernando Sogari
- Department of Internal Medicine, Santissima Annunziata Hospital, Taranto, Italy
| | - Domenico Facciorusso
- Gastroenterology Unit, Casa Sollievo della Sofferenza Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, San Giovanni Rotondo, Italy
| | - David B. Goldstein
- Center for Human Genome Variation, Institute for Genome Sciences & Policy, Duke University, Durham, NC
| | - John G. McHutchison
- Duke Clinical Research Institute, Durham, NC,Duke University Medical Center, Durham, NC
| | - Alessandra Mangia
- Gastroenterology Unit, Casa Sollievo della Sofferenza Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, San Giovanni Rotondo, Italy
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18
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Fellay J, Frahm N, Shianna KV, Cirulli ET, Casimiro DR, Robertson MN, Haynes BF, Geraghty DE, McElrath MJ, Goldstein DB. Host genetic determinants of T cell responses to the MRKAd5 HIV-1 gag/pol/nef vaccine in the step trial. J Infect Dis 2011; 203:773-9. [PMID: 21278214 DOI: 10.1093/infdis/jiq125] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Understanding how human genetic variation impacts individual response to immunogens is fundamental for rational vaccine development. To explore host mechanisms involved in cellular immune responses to the MRKAd5 human immunodeficiency virus type 1 (HIV-1) gag/pol/nef vaccine tested in the Step trial, we performed a genome-wide association study of determinants of HIV-specific T cell responses, measured by interferon γ enzyme-linked immunospot assays. No human genetic variant reached genome-wide significance, but polymorphisms located in the major histocompatibility complex (MHC) region showed the strongest association with response to the HIV-1 Gag protein: HLA-B alleles known to be associated with differences in HIV-1 control were responsible for these associations. The implication of the same HLA alleles in vaccine-induced cellular immunity and in natural immune control is of relevance for vaccine design. Furthermore, our results demonstrate the importance of considering the host immunogenetic background in the analysis of immune responses to T cell vaccines.
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Affiliation(s)
- Jacques Fellay
- Center for Human Genome Variation, Duke University School of Medicine, Durham, NC 27708, USA.
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19
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Afdhal NH, McHutchison JG, Zeuzem S, Mangia A, Pawlotsky JM, Murray JS, Shianna KV, Tanaka Y, Thomas DL, Booth DR, Goldstein DB. Hepatitis C pharmacogenetics: state of the art in 2010. Hepatology 2011; 53:336-45. [PMID: 21254181 DOI: 10.1002/hep.24052] [Citation(s) in RCA: 119] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
In 2009, a correlated set of polymorphisms in the region of the interleukin-28B (IL28B) gene were associated with clearance of genotype 1 hepatitis C virus (HCV) in patients treated with pegylated interferon-alfa and ribavirin. The same polymorphisms were subsequently associated with spontaneous clearance of HCV in untreated patients. The link between IL28B genotype and HCV clearance may impact decisions regarding initiation of current therapy, the design and interpretation of clinical studies, the economics of treatment, and the process of regulatory approval for new anti-HCV therapeutic agents.
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Affiliation(s)
- Nezam H Afdhal
- Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02215, USA.
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20
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Darling JM, Aerssens J, Fanning G, McHutchison JG, Goldstein DB, Thompson AJ, Shianna KV, Afdhal NH, Hudson ML, Howell CD, Talloen W, Bollekens J, De Wit M, Scholliers A, Fried MW. Quantitation of pretreatment serum interferon-γ-inducible protein-10 improves the predictive value of an IL28B gene polymorphism for hepatitis C treatment response. Hepatology 2011; 53:14-22. [PMID: 21254158 PMCID: PMC3083026 DOI: 10.1002/hep.24056] [Citation(s) in RCA: 92] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
UNLABELLED Polymorphisms of the IL28B gene are highly associated with sustained virological response (SVR) in patients with chronic hepatitis C treated with peginterferon and ribavirin. Quantitation of interferon-γ-inducible protein-10 (IP-10) may also differentiate antiviral response. We evaluated IP-10 levels in pretreatment serum from 115 nonresponders and 157 sustained responders in the Study of Viral Resistance to Antiviral Therapy of Chronic Hepatitis C cohort, including African American (AA) and Caucasian American (CA) patients. Mean IP-10 was lower in sustained responders compared with nonresponders (437 ± 31 vs 704 ± 44 pg/mL, P < 0.001), both in AA and CA patients. The positive predictive value of low IP-10 levels (<600 pg/mL) for SVR was 69%, whereas the negative predictive value of high IP-10 levels (>600 pg/mL) was 67%. We assessed the combination of pretreatment IP-10 levels with IL28B genotype as predictors of treatment response. The IL28B polymorphism rs12979860 was tested in 210 participants. The CC, CT, and TT genotypes were found in 30%, 49%, and 21% of patients, respectively, with corresponding SVR rates of 87%, 50%, and 39% (P < 0.0001). Serum IP-10 levels within the IL28B genotype groups provided additional information regarding the likelihood of SVR (P < 0.0001). CT carriers with low IP-10 had 64% SVR versus 24% with high IP-10. Similarly, a higher SVR rate was identified for TT and CC carriers with low versus high IP-10 (TT, 48% versus 20%; CC, 89% versus 79%). IL28B genotype and baseline IP-10 levels were additive but independent when predicting SVR in both AA and CA patients. CONCLUSION When IL28B genotype is combined with pretreatment serum IP-10 measurement, the predictive value for discrimination between SVR and nonresponse is significantly improved, especially in non-CC genotypes. This relationship warrants further investigation to elucidate the mechanisms of antiviral response and prospective validation.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Willem Talloen
- Johnson & Johnson Pharmaceutical R&D, Janssen Pharmaceutica nv, Beerse, Belgium
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21
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Urban TJ, Thompson AJ, Bradrick S, Fellay J, Schuppan D, Cronin KD, Hong L, McKenzie A, Patel K, Shianna KV, McHutchison JG, Goldstein DB, Afdhal N. IL28B genotype is associated with differential expression of intrahepatic interferon-stimulated genes in patients with chronic hepatitis C. Hepatology 2010; 52:1888-96. [PMID: 20931559 PMCID: PMC3653303 DOI: 10.1002/hep.23912] [Citation(s) in RCA: 321] [Impact Index Per Article: 22.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2010] [Accepted: 08/03/2010] [Indexed: 12/12/2022]
Abstract
UNLABELLED Genetic variation in the IL28B (interleukin 28B; interferon lambda 3) region has been associated with sustained virological response (SVR) rates in patients with chronic hepatitis C (CHC) who were treated with peginterferon-α and ribavirin. We hypothesized that IL28B polymorphism is associated with intrahepatic expression of interferon-stimulated genes (ISGs), known to influence treatment outcome. IL28B genotyping (rs12979860) and whole-genome RNA expression were performed using liver biopsies from 61 North American patients with CHC. After correction for multiple testing (false discovery rate < 0.10), 164 transcripts were found to be differentially expressed by IL28B-type. The interferon signaling pathway was the most enriched canonical pathway differentially expressed by IL28B-type (P < 10(-5)), with most genes showing higher expression in livers of individuals carrying the poor-response IL28B-type. In 25 patients for which treatment response data were available, IL28B-type was associated with SVR (P = 0.0054). ISG expression was also associated with SVR; however, this was not independent of IL28B-type. Analysis of miR-122 expression in liver biopsies showed reduced miR-122 levels associated with poorer treatment outcome, independently of IL28B-type. No association was observed between IL28B-type and levels of liver IL28B or IL28A messenger RNA expression. IL28B protein sequence variants associated with rs12979860 were therefore investigated in vitro: no differences in ISG induction or inhibition of HCV replication were observed in Huh7.5 cells. CONCLUSION The good response IL28B variant was strongly associated with lower level ISG expression. The results suggest that IL28B genotype may explain the relationship between hepatic ISG expression and HCV treatment outcome, and this is independent of miR-122 expression. IL28B-type was not associated with intrahepatic IL28B messenger RNA expression in vivo. Further investigation of the precise molecular mechanism(s) by which IL28B genetic variation influences HCV outcomes is warranted.
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Affiliation(s)
- Thomas J. Urban
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
| | | | - Shelton Bradrick
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, USA
| | - Jacques Fellay
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
| | - Detlef Schuppan
- Beth Israel Deaconess Medical Center, Harvard School of Medicine, Boston, MA, USA
| | - Kenneth D. Cronin
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
| | - Linda Hong
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
| | - Alexander McKenzie
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
| | - Keyur Patel
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - Kevin V. Shianna
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
| | - John G. McHutchison
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - David B. Goldstein
- Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, USA
| | - Nezam Afdhal
- Beth Israel Deaconess Medical Center, Harvard School of Medicine, Boston, MA, USA
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22
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Tillmann HL, Thompson AJ, Patel K, Wiese M, Tenckhoff H, Nischalke HD, Lokhnygina Y, Kullig U, Göbel U, Capka E, Wiegand J, Schiefke I, Güthoff W, Grüngreiff K, König I, Spengler U, McCarthy J, Shianna KV, Goldstein DB, McHutchison JG, Timm J, Nattermann J. A polymorphism near IL28B is associated with spontaneous clearance of acute hepatitis C virus and jaundice. Gastroenterology 2010; 139:1586-92, 1592.e1. [PMID: 20637200 DOI: 10.1053/j.gastro.2010.07.005] [Citation(s) in RCA: 235] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2009] [Revised: 06/30/2010] [Accepted: 07/02/2010] [Indexed: 12/21/2022]
Abstract
BACKGROUND & AIMS A single nucleotide polymorphism (SNP) upstream of the IL28B gene has been associated with response of patients with chronic hepatitis C to therapy with pegylated interferon and ribavirin and also with spontaneous clearance of acute hepatitis C in a heterogeneous population. We analyzed the association between IL28B and the clinical presentation of acute hepatitis C virus (HCV) infection in a homogeneous population. METHODS We analyzed the SNP rs12979860 in 190 women from the German anti-D cohort (infected with HCV genotype 1b via contaminated rhesus prophylaxis) and its association with spontaneous clearance. Clinical data were available in 136 women with acute infection who were also evaluated for IL28B genotype. Based on results of a TaqMan polymerase chain reaction assay, the rs12979860 SNP genotypes studied were C/C, C/T, or T/T. RESULTS Spontaneous clearance was more common in patients with the C/C genotype (43/67; 64%) compared with C/T (22/90; 24%) or T/T (2/33; 6%) (P < .001). Jaundice during acute infection was more common among patients with C/C genotype (32.7%) than non-C/C patients (with C/T or T/T) (16.1%; P = .032). In C/C patients, jaundice during acute infection was not associated with an increased chance of spontaneous clearance (56.3%) compared with those without jaundice (60.6%). In contrast, in non-C/C patients, jaundice was associated with a higher likelihood of spontaneous clearance (42.9%) compared with those without jaundice (13.7%). CONCLUSIONS The SNP rs12979860 upstream of IL28B is associated with spontaneous clearance of HCV. Women with the C/T or T/T genotype who did not develop jaundice had a lower chance of spontaneous clearance of HCV infection.
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Affiliation(s)
- Hans L Tillmann
- Duke Clinical Research Institute, Duke University, Durham, North Carolina, USA.
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23
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Abstract
This is a crucial transition time for human genetics in general, and for HIV host genetics in particular. After years of equivocal results from candidate gene analyses, several genome-wide association studies have been published that looked at plasma viral load or disease progression. Results from other studies that used various large-scale approaches (siRNA screens, transcriptome or proteome analysis, comparative genomics) have also shed new light on retroviral pathogenesis. However, most of the inter-individual variability in response to HIV-1 infection remains to be explained: genome resequencing and systems biology approaches are now required to progress toward a better understanding of the complex interactions between HIV-1 and its human host.
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Affiliation(s)
- Jacques Fellay
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America.
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24
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Thompson AJ, Fellay J, Patel K, Tillmann HL, Naggie S, Ge D, Urban TJ, Shianna KV, Muir AJ, Fried MW, Afdhal NH, Goldstein DB, Mchutchison JG. Variants in the ITPA gene protect against ribavirin-induced hemolytic anemia and decrease the need for ribavirin dose reduction. Gastroenterology 2010; 139:1181-9. [PMID: 20547162 PMCID: PMC3086671 DOI: 10.1053/j.gastro.2010.06.016] [Citation(s) in RCA: 161] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2010] [Revised: 05/28/2010] [Accepted: 06/07/2010] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS In a genome-wide association study of patients being treated for chronic hepatitis C, 2 functional variants in ITPA that cause inosine triphosphatase (ITPase) deficiency were shown to protect against ribavirin (RBV)-induced hemolytic anemia during early stages of treatment. We aimed to replicate this finding in an independent cohort from the Study of Viral Resistance to Antiviral Therapy of Chronic Hepatitis C and to investigate the effects of these variants beyond week 4. METHODS Genetic material was available from 318 patients. The ITPA variants, rs1127354 (exon 2, P32T) and rs7270101 (intron 2, splice altering), were genotyped and tested for association with hemoglobin (Hb) reduction at week 4. An ITPase deficiency variable was defined that combined both ITPA variants according to documented effect on ITPase activity. We investigated the impact of ITPA variants on Hb levels over the course of therapy and on the need for RBV dose reduction. RESULTS The final analysis included 304 patients with genotype 1 hepatitis C virus (167 white patients and 137 black patients). The polymorphisms rs1127354 and rs7270101 were associated with Hb reduction at week 4 (P = 3.1 × 10(-13) and 1.3 × 10(-3), respectively). The minor alleles of each variant protected against Hb reduction. Combining the variants into the ITPase deficiency variable strengthened the association (P = 2.4 × 10(-18)). The ITPase deficiency variable was associated with lower rates of anemia over the entire treatment period (48 weeks), as well as a lower rate of anemia-related RBV dose reduction (hazard ratio, 0.52; P = .0037). No association with sustained virological response was observed. CONCLUSIONS Two polymorphisms that cause ITPase deficiency are strongly associated with protection from RBV-induced hemolytic anemia and decrease the need for RBV dose reduction.
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Affiliation(s)
| | - Jacques Fellay
- Center for Human Genome Variation, Duke University, Durham, North Carolina
| | - Keyur Patel
- Duke Clinical Research Institute, Durham, North Carolina,Duke University Medical Center, Durham, North Carolina
| | - Hans L. Tillmann
- Duke Clinical Research Institute, Durham, North Carolina,Duke University Medical Center, Durham, North Carolina
| | - Susanna Naggie
- Duke Clinical Research Institute, Durham, North Carolina,Duke University Medical Center, Durham, North Carolina
| | - Dongliang Ge
- Center for Human Genome Variation, Duke University, Durham, North Carolina
| | - Thomas J. Urban
- Center for Human Genome Variation, Duke University, Durham, North Carolina
| | - Kevin V. Shianna
- Center for Human Genome Variation, Duke University, Durham, North Carolina
| | - Andrew J. Muir
- Duke Clinical Research Institute, Durham, North Carolina,Duke University Medical Center, Durham, North Carolina
| | - Michael W. Fried
- Department of Hepatology and Gastroenterology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | - David B. Goldstein
- Center for Human Genome Variation, Duke University, Durham, North Carolina
| | - John G. Mchutchison
- Duke Clinical Research Institute, Durham, North Carolina,Duke University Medical Center, Durham, North Carolina
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25
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Pelak K, Shianna KV, Ge D, Maia JM, Zhu M, Smith JP, Cirulli ET, Fellay J, Dickson SP, Gumbs CE, Heinzen EL, Need AC, Ruzzo EK, Singh A, Campbell CR, Hong LK, Lornsen KA, McKenzie AM, Sobreira NLM, Hoover-Fong JE, Milner JD, Ottman R, Haynes BF, Goedert JJ, Goldstein DB. The characterization of twenty sequenced human genomes. PLoS Genet 2010; 6:e1001111. [PMID: 20838461 PMCID: PMC2936541 DOI: 10.1371/journal.pgen.1001111] [Citation(s) in RCA: 134] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2010] [Accepted: 08/03/2010] [Indexed: 01/15/2023] Open
Abstract
We present the analysis of twenty human genomes to evaluate the prospects for identifying rare functional variants that contribute to a phenotype of interest. We sequenced at high coverage ten “case” genomes from individuals with severe hemophilia A and ten “control” genomes. We summarize the number of genetic variants emerging from a study of this magnitude, and provide a proof of concept for the identification of rare and highly-penetrant functional variants by confirming that the cause of hemophilia A is easily recognizable in this data set. We also show that the number of novel single nucleotide variants (SNVs) discovered per genome seems to stabilize at about 144,000 new variants per genome, after the first 15 individuals have been sequenced. Finally, we find that, on average, each genome carries 165 homozygous protein-truncating or stop loss variants in genes representing a diverse set of pathways. We report here the nearly complete genomic sequence of 20 different individuals, determined using “next-generation” sequencing technologies. We use these data to characterize the type of genetic variation carried by humans in a sample of this size, which is to our knowledge the largest set of unrelated genomic sequences that have been reported. We summarize different categories of variation in each genome, and in total across all 20 of the genomes, finding a surprising number of variants predicted to reduce or remove the proteins encoded by many different genes. This work provides important fundamental information about the scope of human genetic variation, and suggests ways to further explore the relationship between these genetic variants and human disease.
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Affiliation(s)
- Kimberly Pelak
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Kevin V. Shianna
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Dongliang Ge
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jessica M. Maia
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Mingfu Zhu
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jason P. Smith
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Elizabeth T. Cirulli
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jacques Fellay
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Samuel P. Dickson
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Curtis E. Gumbs
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Erin L. Heinzen
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Anna C. Need
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Elizabeth K. Ruzzo
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Abanish Singh
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - C. Ryan Campbell
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Linda K. Hong
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Katharina A. Lornsen
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Alexander M. McKenzie
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Nara L. M. Sobreira
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Julie E. Hoover-Fong
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Joshua D. Milner
- Allergic Inflammation Unit, Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, Bethesda, Maryland, United States of America
| | - Ruth Ottman
- G. H. Sergievsky Center and Departments of Epidemiology and Neurology, Columbia University, New York, New York, United States of America
- Division of Epidemiology, New York State Psychiatric Institute, New York, New York, United States of America
| | - Barton F. Haynes
- Duke Human Vaccine Institute, Duke University, Durham, North Carolina, United States of America
| | - James J. Goedert
- Infections and Immunoepidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, United States of America
| | - David B. Goldstein
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
- * E-mail:
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26
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Mangia A, Thompson AJ, Santoro R, Piazzolla V, Tillmann HL, Patel K, Shianna KV, Mottola L, Petruzzellis D, Bacca D, Carretta V, Minerva N, Goldstein DB, McHutchison JG. An IL28B polymorphism determines treatment response of hepatitis C virus genotype 2 or 3 patients who do not achieve a rapid virologic response. Gastroenterology 2010; 139:821-7, 827.e1. [PMID: 20621700 DOI: 10.1053/j.gastro.2010.05.079] [Citation(s) in RCA: 232] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2010] [Revised: 04/23/2010] [Accepted: 05/25/2010] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Polymorphisms in the region of the interleukin (IL)-28B gene on chromosome 19 have been associated with peginterferon-alfa-induced clearance of genotype 1 hepatitis C virus (HCV); there are no data for patients with genotype 2 or 3 HCV. We evaluated the effects of IL-28B polymorphisms on response to treatment with peginterferon and ribavirin in a well-characterized cohort of genotype 2/3 patients. METHODS DNA was analyzed from 268 patients (Caucasian: genotype 2, 213; genotype 3, 55). Patients were randomly assigned to groups that received standard duration (24 wk; n = 68) or variable durations of therapy. Patients who received variable durations (VD) and had a rapid virologic response (RVR) were treated for 12 weeks (VD12; n = 122); those without an RVR were treated for 24 weeks (VD24; n = 78). IL-28B genotypes (rs12979860) were analyzed for association with treatment response. RESULTS The frequencies of the IL-28B genotypes were as follows: CC, 37%; CT, 48%; and TT, 15%; 82% of patients with the CC genotype achieved a sustained virologic response (SVR), compared with 75% with the CT and 58% with the TT genotypes (P = .0046). Differences between IL-28B genotypes were greatest among patients who failed to attain RVR (VD24 SVR rates: CC, 87%; CT, 67%; and TT, 29%; P = .0002). Among patients with RVRs (61%), the IL-28B genotype was not associated with SVR (>70% for all IL-28B genotypes). In a multivariable logistic regression model, IL-28B genotype predicted SVR (odds ratio, 1.76; 95% confidence interval, 1.16-2.7). CONCLUSIONS An IL-28B polymorphism was associated with an SVR in patients infected with genotype 2/3 HCV who did not achieve a RVR. Analysis of IL-28B genotype might be used to guide treatment for these patients.
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Affiliation(s)
- Alessandra Mangia
- Liver Unit, Instituto di Ricovero e Cura a Carattere Scientifico Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, Italy.
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27
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Thompson AJ, Muir AJ, Sulkowski MS, Ge D, Fellay J, Shianna KV, Urban T, Afdhal NH, Jacobson IM, Esteban R, Poordad F, Lawitz EJ, McCone J, Shiffman ML, Galler GW, Lee WM, Reindollar R, King JW, Kwo PY, Ghalib RH, Freilich B, Nyberg LM, Zeuzem S, Poynard T, Vock DM, Pieper KS, Patel K, Tillmann HL, Noviello S, Koury K, Pedicone LD, Brass CA, Albrecht JK, Goldstein DB, McHutchison JG. Interleukin-28B polymorphism improves viral kinetics and is the strongest pretreatment predictor of sustained virologic response in genotype 1 hepatitis C virus. Gastroenterology 2010; 139:120-9.e18. [PMID: 20399780 DOI: 10.1053/j.gastro.2010.04.013] [Citation(s) in RCA: 522] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2009] [Revised: 03/15/2010] [Accepted: 04/08/2010] [Indexed: 12/22/2022]
Abstract
BACKGROUND & AIMS We recently identified a polymorphism upstream of interleukin (IL)-28B to be associated with a 2-fold difference in sustained virologic response (SVR) rates to pegylated interferon-alfa and ribavirin therapy in a large cohort of treatment-naive, adherent patients with chronic hepatitis C virus genotype 1 (HCV-1) infection. We sought to confirm the polymorphism's clinical relevance by intention-to-treat analysis evaluating on-treatment virologic response and SVR. METHODS HCV-1 patients were genotyped as CC, CT, or TT at the polymorphic site, rs12979860. Viral kinetics and rates of rapid virologic response (RVR, week 4), complete early virologic response (week 12), and SVR were compared by IL-28B type in 3 self-reported ethnic groups: Caucasians (n = 1171), African Americans (n = 300), and Hispanics (n = 116). RESULTS In Caucasians, the CC IL-28B type was associated with improved early viral kinetics and greater likelihood of RVR (28% vs 5% and 5%; P < .0001), complete early virologic response (87% vs 38% and 28%; P < .0001), and SVR (69% vs 33% and 27%; P < .0001) compared with CT and TT. A similar association occurred within African Americans and Hispanics. In a multivariable regression model, CC IL-28B type was the strongest pretreatment predictor of SVR (odds ratio, 5.2; 95% confidence interval, 4.1-6.7). RVR was a strong predictor of SVR regardless of IL-28B type. In non-RVR patients, the CC IL-28B type was associated with a higher rate of SVR (Caucasians, 66% vs 31% and 24%; P < .0001). CONCLUSIONS In treatment-naive HCV-1 patients treated with pegylated interferon and ribavirin, a polymorphism upstream of IL-28B is associated with increased on-treatment and sustained virologic response and effectively predicts treatment outcome.
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Sobreira NLM, Cirulli ET, Avramopoulos D, Wohler E, Oswald GL, Stevens EL, Ge D, Shianna KV, Smith JP, Maia JM, Gumbs CE, Pevsner J, Thomas G, Valle D, Hoover-Fong JE, Goldstein DB. Whole-genome sequencing of a single proband together with linkage analysis identifies a Mendelian disease gene. PLoS Genet 2010; 6:e1000991. [PMID: 20577567 PMCID: PMC2887469 DOI: 10.1371/journal.pgen.1000991] [Citation(s) in RCA: 168] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2010] [Accepted: 05/18/2010] [Indexed: 11/19/2022] Open
Abstract
Although more than 2,400 genes have been shown to contain variants that cause Mendelian disease, there are still several thousand such diseases yet to be molecularly defined. The ability of new whole-genome sequencing technologies to rapidly indentify most of the genetic variants in any given genome opens an exciting opportunity to identify these disease genes. Here we sequenced the whole genome of a single patient with the dominant Mendelian disease, metachondromatosis (OMIM 156250), and used partial linkage data from her small family to focus our search for the responsible variant. In the proband, we identified an 11 bp deletion in exon four of PTPN11, which alters frame, results in premature translation termination, and co-segregates with the phenotype. In a second metachondromatosis family, we confirmed our result by identifying a nonsense mutation in exon 4 of PTPN11 that also co-segregates with the phenotype. Sequencing PTPN11 exon 4 in 469 controls showed no such protein truncating variants, supporting the pathogenicity of these two mutations. This combination of a new technology and a classical genetic approach provides a powerful strategy to discover the genes responsible for unexplained Mendelian disorders.
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Affiliation(s)
- Nara L. M. Sobreira
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Predoctoral Training Program in Human Genetics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Elizabeth T. Cirulli
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Dimitrios Avramopoulos
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Elizabeth Wohler
- Department of Cytogenetics, Kennedy Krieger Institute, Baltimore, Maryland, United States of America
| | - Gretchen L. Oswald
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Eric L. Stevens
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Predoctoral Training Program in Human Genetics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Dongliang Ge
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Kevin V. Shianna
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jason P. Smith
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jessica M. Maia
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Curtis E. Gumbs
- Center for Human Genome Variation, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jonathan Pevsner
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Neurology, Kennedy Krieger Institute, Baltimore, Maryland, United States of America
| | - George Thomas
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Cytogenetics, Kennedy Krieger Institute, Baltimore, Maryland, United States of America
| | - David Valle
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Julie E. Hoover-Fong
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Greenberg Center for Skeletal Dysplasias, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - David B. Goldstein
- Predoctoral Training Program in Human Genetics, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
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Kasperaviciūte D, Catarino CB, Heinzen EL, Depondt C, Cavalleri GL, Caboclo LO, Tate SK, Jamnadas-Khoda J, Chinthapalli K, Clayton LMS, Shianna KV, Radtke RA, Mikati MA, Gallentine WB, Husain AM, Alhusaini S, Leppert D, Middleton LT, Gibson RA, Johnson MR, Matthews PM, Hosford D, Heuser K, Amos L, Ortega M, Zumsteg D, Wieser HG, Steinhoff BJ, Krämer G, Hansen J, Dorn T, Kantanen AM, Gjerstad L, Peuralinna T, Hernandez DG, Eriksson KJ, Kälviäinen RK, Doherty CP, Wood NW, Pandolfo M, Duncan JS, Sander JW, Delanty N, Goldstein DB, Sisodiya SM. Common genetic variation and susceptibility to partial epilepsies: a genome-wide association study. ACTA ACUST UNITED AC 2010; 133:2136-47. [PMID: 20522523 PMCID: PMC2892941 DOI: 10.1093/brain/awq130] [Citation(s) in RCA: 118] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Partial epilepsies have a substantial heritability. However, the actual genetic causes are largely unknown. In contrast to many other common diseases for which genetic association-studies have successfully revealed common variants associated with disease risk, the role of common variation in partial epilepsies has not yet been explored in a well-powered study. We undertook a genome-wide association-study to identify common variants which influence risk for epilepsy shared amongst partial epilepsy syndromes, in 3445 patients and 6935 controls of European ancestry. We did not identify any genome-wide significant association. A few single nucleotide polymorphisms may warrant further investigation. We exclude common genetic variants with effect sizes above a modest 1.3 odds ratio for a single variant as contributors to genetic susceptibility shared across the partial epilepsies. We show that, at best, common genetic variation can only have a modest role in predisposition to the partial epilepsies when considered across syndromes in Europeans. The genetic architecture of the partial epilepsies is likely to be very complex, reflecting genotypic and phenotypic heterogeneity. Larger meta-analyses are required to identify variants of smaller effect sizes (odds ratio <1.3) or syndrome-specific variants. Further, our results suggest research efforts should also be directed towards identifying the multiple rare variants likely to account for at least part of the heritability of the partial epilepsies. Data emerging from genome-wide association-studies will be valuable during the next serious challenge of interpreting all the genetic variation emerging from whole-genome sequencing studies.
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Affiliation(s)
- Dalia Kasperaviciūte
- Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, Queen Square, London, WC1N 3BG, UK
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Cirulli ET, Singh A, Shianna KV, Ge D, Smith JP, Maia JM, Heinzen EL, Goedert JJ, Goldstein DB. Screening the human exome: a comparison of whole genome and whole transcriptome sequencing. Genome Biol 2010; 11:R57. [PMID: 20598109 PMCID: PMC2898068 DOI: 10.1186/gb-2010-11-5-r57] [Citation(s) in RCA: 107] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2010] [Accepted: 05/28/2010] [Indexed: 11/30/2022] Open
Abstract
Background There is considerable interest in the development of methods to efficiently identify all coding variants present in large sample sets of humans. There are three approaches possible: whole-genome sequencing, whole-exome sequencing using exon capture methods, and RNA-Seq. While whole-genome sequencing is the most complete, it remains sufficiently expensive that cost effective alternatives are important. Results Here we provide a systematic exploration of how well RNA-Seq can identify human coding variants by comparing variants identified through high coverage whole-genome sequencing to those identified by high coverage RNA-Seq in the same individual. This comparison allowed us to directly evaluate the sensitivity and specificity of RNA-Seq in identifying coding variants, and to evaluate how key parameters such as the degree of coverage and the expression levels of genes interact to influence performance. We find that although only 40% of exonic variants identified by whole genome sequencing were captured using RNA-Seq; this number rose to 81% when concentrating on genes known to be well-expressed in the source tissue. We also find that a high false positive rate can be problematic when working with RNA-Seq data, especially at higher levels of coverage. Conclusions We conclude that as long as a tissue relevant to the trait under study is available and suitable quality control screens are implemented, RNA-Seq is a fast and inexpensive alternative approach for finding coding variants in genes with sufficiently high expression levels.
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Affiliation(s)
- Elizabeth T Cirulli
- Center for Human Genome Variation, Duke University School of Medicine, Box 91009, Durham, NC 27708, USA.
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Rallón NI, Naggie S, Benito JM, Medrano J, Restrepo C, Goldstein D, Shianna KV, Vispo E, Thompson A, McHutchison J, Soriano V. Association of a single nucleotide polymorphism near the interleukin-28B gene with response to hepatitis C therapy in HIV/hepatitis C virus-coinfected patients. AIDS 2010; 24:F23-9. [PMID: 20389235 PMCID: PMC4892373 DOI: 10.1097/qad.0b013e3283391d6d] [Citation(s) in RCA: 171] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Given that peginterferon-ribavirin treatment is poorly tolerated, there is interest in the identification of predictors of response, particularly in HIV/hepatitis C virus (HCV)-coinfected patients that respond less than HCV-monoinfected individuals. A single nucleotide polymorphism (SNP) near the IL28B gene (rs12979860) has been shown to predict treatment response in HCV-monoinfected patients carrying genotype 1. Information is lacking for HIV/HCV-coinfected individuals and/or other HCV genotypes. METHODS From 650 HIV/HCV-coinfected patients, we identified those who had completed a course of peginterferon-ribavirin therapy with a validated outcome and available repository DNA. The rs12979860 SNP was examined in a blinded fashion. RESULTS A total of 164 patients were included in the final IL28B genotyping analysis, 90 (55%) of whom achieved sustained virological response (SVR). HCV genotype distribution was as follows: HCV-1 58%, HCV-3 31% and HCV-4 11%. Overall, the SVR rate was higher in patients with CC than in those CT/TT genotypes: 56 of 75 (75%) versus 34 of 89 (38%) (P < 0.0001). The effect of the SNP was seen in HCV genotypes 1 and 4 but not in HCV genotype 3 carriers. In the multivariable analysis (odds ratio; 95% confidence interval; P value), the rs12979860 CC genotype was a strong predictor of SVR (3.7; 1.6-8.5; 0.002), independent of HCV genotype 3 (8.0; 3.1-21.0; <0.001), serum HCV-RNA less than 600,000 IU/ml (11.9; 3.8-37.4; <0.001) and lack of advanced liver fibrosis (3.5; 1.4-8.9; 0.009). CONCLUSION The rs12979860 SNP located near the IL28B gene is associated with HCV treatment response in HIV-infected patients with chronic hepatitis C due to genotypes 1 or 4. Thus, IL28B genotyping should be considered as part of the treatment decision algorithm in this difficult-to-treat population.
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Affiliation(s)
- Norma I. Rallón
- Infectious Diseases Department, Hospital Carlos III, Madrid, Spain
| | - Susanna Naggie
- Duke Clinical Research Institute, Durham, North Carolina, USA
| | - José M. Benito
- Infectious Diseases Department, Hospital Carlos III, Madrid, Spain
| | - José Medrano
- Infectious Diseases Department, Hospital Carlos III, Madrid, Spain
| | - Clara Restrepo
- Infectious Diseases Department, Hospital Carlos III, Madrid, Spain
| | - David Goldstein
- Institute for Genome Sciences and Policy, Durham, North Carolina, USA
| | - Kevin V. Shianna
- Institute for Genome Sciences and Policy, Durham, North Carolina, USA
| | - Eugenia Vispo
- Infectious Diseases Department, Hospital Carlos III, Madrid, Spain
| | - Alex Thompson
- Duke Clinical Research Institute, Durham, North Carolina, USA
| | | | - Vincent Soriano
- Infectious Diseases Department, Hospital Carlos III, Madrid, Spain
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32
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Heinzen EL, Radtke RA, Urban TJ, Cavalleri GL, Depondt C, Need AC, Walley NM, Nicoletti P, Ge D, Catarino CB, Duncan JS, Kasperavičiūte˙ D, Tate SK, Caboclo LO, Sander JW, Clayton L, Linney KN, Shianna KV, Gumbs CE, Smith J, Cronin KD, Maia JM, Doherty CP, Pandolfo M, Leppert D, Middleton LT, Gibson RA, Johnson MR, Matthews PM, Hosford D, Kälviäinen R, Eriksson K, Kantanen AM, Dorn T, Hansen J, Krämer G, Steinhoff BJ, Wieser HG, Zumsteg D, Ortega M, Wood NW, Huxley-Jones J, Mikati M, Gallentine WB, Husain AM, Buckley PG, Stallings RL, Podgoreanu MV, Delanty N, Sisodiya SM, Goldstein DB. Rare deletions at 16p13.11 predispose to a diverse spectrum of sporadic epilepsy syndromes. Am J Hum Genet 2010; 86:707-18. [PMID: 20398883 DOI: 10.1016/j.ajhg.2010.03.018] [Citation(s) in RCA: 182] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2010] [Revised: 03/15/2010] [Accepted: 03/19/2010] [Indexed: 12/13/2022] Open
Abstract
Deletions at 16p13.11 are associated with schizophrenia, mental retardation, and most recently idiopathic generalized epilepsy. To evaluate the role of 16p13.11 deletions, as well as other structural variation, in epilepsy disorders, we used genome-wide screens to identify copy number variation in 3812 patients with a diverse spectrum of epilepsy syndromes and in 1299 neurologically-normal controls. Large deletions (> 100 kb) at 16p13.11 were observed in 23 patients, whereas no control had a deletion greater than 16 kb. Patients, even those with identically sized 16p13.11 deletions, presented with highly variable epilepsy phenotypes. For a subset of patients with a 16p13.11 deletion, we show a consistent reduction of expression for included genes, suggesting that haploinsufficiency might contribute to pathogenicity. We also investigated another possible mechanism of pathogenicity by using hybridization-based capture and next-generation sequencing of the homologous chromosome for ten 16p13.11-deletion patients to look for unmasked recessive mutations. Follow-up genotyping of suggestive polymorphisms failed to identify any convincing recessive-acting mutations in the homologous interval corresponding to the deletion. The observation that two of the 16p13.11 deletions were larger than 2 Mb in size led us to screen for other large deletions. We found 12 additional genomic regions harboring deletions > 2 Mb in epilepsy patients, and none in controls. Additional evaluation is needed to characterize the role of these exceedingly large, non-locus-specific deletions in epilepsy. Collectively, these data implicate 16p13.11 and possibly other large deletions as risk factors for a wide range of epilepsy disorders, and they appear to point toward haploinsufficiency as a contributor to the pathogenicity of deletions.
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Pelak K, Goldstein DB, Walley NM, Fellay J, Ge D, Shianna KV, Gumbs C, Gao X, Maia JM, Cronin KD, Hussain SK, Carrington M, Michael NL, Weintrob AC. Host determinants of HIV-1 control in African Americans. J Infect Dis 2010; 201:1141-9. [PMID: 20205591 DOI: 10.1086/651382] [Citation(s) in RCA: 118] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
We performed a whole-genome association study of human immunodeficiency virus type 1 (HIV-1) set point among a cohort of African Americans (n = 515), and an intronic single-nucleotide polymorphism (SNP) in the HLA-B gene showed one of the strongest associations. We use a subset of patients to demonstrate that this SNP reflects the effect of the HLA-B*5703 allele, which shows a genome-wide statistically significant association with viral load set point (P = 5.6 x 10(-10)). These analyses therefore confirm a member of the HLA-B*57 group of alleles as the most important common variant that influences viral load variation in African Americans, which is consistent with what has been observed for individuals of European ancestry, among whom the most important common variant is HLA-B*5701.
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Affiliation(s)
- Kimberly Pelak
- Center for Human Genome Variation, Duke University Medical School, Durham, North Carolina, USA
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34
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Fellay J, Thompson AJ, Ge D, Gumbs CE, Urban TJ, Shianna KV, Little LD, Qiu P, Bertelsen AH, Watson M, Warner A, Muir AJ, Brass C, Albrecht J, Sulkowski M, McHutchison JG, Goldstein DB. ITPA gene variants protect against anaemia in patients treated for chronic hepatitis C. Nature 2010; 464:405-8. [PMID: 20173735 DOI: 10.1038/nature08825] [Citation(s) in RCA: 359] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2009] [Accepted: 01/11/2010] [Indexed: 12/15/2022]
Abstract
Chronic infection with the hepatitis C virus (HCV) affects 170 million people worldwide and is an important cause of liver-related morbidity and mortality. The standard of care therapy combines pegylated interferon (pegIFN) alpha and ribavirin (RBV), and is associated with a range of treatment-limiting adverse effects. One of the most important of these is RBV-induced haemolytic anaemia, which affects most patients and is severe enough to require dose modification in up to 15% of patients. Here we show that genetic variants leading to inosine triphosphatase deficiency, a condition not thought to be clinically important, protect against haemolytic anaemia in hepatitis-C-infected patients receiving RBV.
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Affiliation(s)
- Jacques Fellay
- Institute for Genome Sciences & Policy, Center for Human Genome Variation, Duke University, Durham, North Carolina 27708, USA
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35
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Rotger M, Dang KK, Fellay J, Heinzen EL, Feng S, Descombes P, Shianna KV, Ge D, Günthard HF, Goldstein DB, Telenti A. Genome-wide mRNA expression correlates of viral control in CD4+ T-cells from HIV-1-infected individuals. PLoS Pathog 2010; 6:e1000781. [PMID: 20195503 PMCID: PMC2829051 DOI: 10.1371/journal.ppat.1000781] [Citation(s) in RCA: 144] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2009] [Accepted: 01/20/2010] [Indexed: 12/17/2022] Open
Abstract
There is great interindividual variability in HIV-1 viral setpoint after seroconversion, some of which is known to be due to genetic differences among infected individuals. Here, our focus is on determining, genome-wide, the contribution of variable gene expression to viral control, and to relate it to genomic DNA polymorphism. RNA was extracted from purified CD4+ T-cells from 137 HIV-1 seroconverters, 16 elite controllers, and 3 healthy blood donors. Expression levels of more than 48,000 mRNA transcripts were assessed by the Human-6 v3 Expression BeadChips (Illumina). Genome-wide SNP data was generated from genomic DNA using the HumanHap550 Genotyping BeadChip (Illumina). We observed two distinct profiles with 260 genes differentially expressed depending on HIV-1 viral load. There was significant upregulation of expression of interferon stimulated genes with increasing viral load, including genes of the intrinsic antiretroviral defense. Upon successful antiretroviral treatment, the transcriptome profile of previously viremic individuals reverted to a pattern comparable to that of elite controllers and of uninfected individuals. Genome-wide evaluation of cis-acting SNPs identified genetic variants modulating expression of 190 genes. Those were compared to the genes whose expression was found associated with viral load: expression of one interferon stimulated gene, OAS1, was found to be regulated by a SNP (rs3177979, p = 4.9E-12); however, we could not detect an independent association of the SNP with viral setpoint. Thus, this study represents an attempt to integrate genome-wide SNP signals with genome-wide expression profiles in the search for biological correlates of HIV-1 control. It underscores the paradox of the association between increasing levels of viral load and greater expression of antiviral defense pathways. It also shows that elite controllers do not have a fully distinctive mRNA expression pattern in CD4+ T cells. Overall, changes in global RNA expression reflect responses to viral replication rather than a mechanism that might explain viral control.
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Affiliation(s)
- Margalida Rotger
- Institute of Microbiology, University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Kristen K. Dang
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Jacques Fellay
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Erin L. Heinzen
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Sheng Feng
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America
| | | | - Kevin V. Shianna
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Dongliang Ge
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Huldrych F. Günthard
- Division of Infectious Diseases, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - David B. Goldstein
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Amalio Telenti
- Institute of Microbiology, University Hospital and University of Lausanne, Lausanne, Switzerland
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36
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Fellay J, Ge D, Shianna KV, Colombo S, Ledergerber B, Cirulli ET, Urban TJ, Zhang K, Gumbs CE, Smith JP, Castagna A, Cozzi-Lepri A, De Luca A, Easterbrook P, Günthard HF, Mallal S, Mussini C, Dalmau J, Martinez-Picado J, Miro JM, Obel N, Wolinsky SM, Martinson JJ, Detels R, Margolick JB, Jacobson LP, Descombes P, Antonarakis SE, Beckmann JS, O'Brien SJ, Letvin NL, McMichael AJ, Haynes BF, Carrington M, Feng S, Telenti A, Goldstein DB. Common genetic variation and the control of HIV-1 in humans. PLoS Genet 2009; 5:e1000791. [PMID: 20041166 PMCID: PMC2791220 DOI: 10.1371/journal.pgen.1000791] [Citation(s) in RCA: 342] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2009] [Accepted: 11/25/2009] [Indexed: 01/22/2023] Open
Abstract
To extend the understanding of host genetic determinants of HIV-1 control, we performed a genome-wide association study in a cohort of 2,554 infected Caucasian subjects. The study was powered to detect common genetic variants explaining down to 1.3% of the variability in viral load at set point. We provide overwhelming confirmation of three associations previously reported in a genome-wide study and show further independent effects of both common and rare variants in the Major Histocompatibility Complex region (MHC). We also examined the polymorphisms reported in previous candidate gene studies and fail to support a role for any variant outside of the MHC or the chemokine receptor cluster on chromosome 3. In addition, we evaluated functional variants, copy-number polymorphisms, epistatic interactions, and biological pathways. This study thus represents a comprehensive assessment of common human genetic variation in HIV-1 control in Caucasians.
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Affiliation(s)
- Jacques Fellay
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Dongliang Ge
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Kevin V. Shianna
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
- Genomic Analysis Facility, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Sara Colombo
- Institute of Microbiology, University of Lausanne, Lausanne, Switzerland
| | - Bruno Ledergerber
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital, University of Zürich, Zürich, Switzerland
| | - Elizabeth T. Cirulli
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Thomas J. Urban
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Kunlin Zhang
- Institute of Microbiology, University of Lausanne, Lausanne, Switzerland
- Behavioral Genetics Center, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Curtis E. Gumbs
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Jason P. Smith
- Genomic Analysis Facility, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Antonella Castagna
- Clinic of Infectious Diseases, Vita-Salute San Raffaele University and Diagnostica and Ricerca San Raffaele, Milan, Italy
| | - Alessandro Cozzi-Lepri
- Research Department of Infection and Population Health, University College London, London, United Kingdom
| | - Andrea De Luca
- Institute of Clinical Infectious Diseases, Catholic University of the Sacred Heart, Rome, Italy
| | - Philippa Easterbrook
- Academic Department of HIV/GUM, Kings College London at Guy's, King's, and St. Thomas' Hospitals, Weston Education Centre, London, United Kingdom
| | - Huldrych F. Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital, University of Zürich, Zürich, Switzerland
| | - Simon Mallal
- Centre for Clinical Immunology and Biomedical Statistics, Institute for Immunology and Infectious Diseases, Royal Perth Hospital and Murdoch University, Perth, Australia
| | - Cristina Mussini
- Infectious Diseases Clinics, Azienda Ospedaliero-Universitaria, Modena, Italy
| | - Judith Dalmau
- IrsiCaixa Foundation and Hospital Germans Trias i Pujol, Badalona, Spain
| | - Javier Martinez-Picado
- IrsiCaixa Foundation and Hospital Germans Trias i Pujol, Badalona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - José M. Miro
- Hospital Clinic – IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Niels Obel
- Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Steven M. Wolinsky
- Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Jeremy J. Martinson
- Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Roger Detels
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, United States of America
| | - Joseph B. Margolick
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Lisa P. Jacobson
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Patrick Descombes
- Genomics Platform, National Centre of Competence in Research “Frontiers in Genetics,” University of Geneva, Geneva, Switzerland
| | - Stylianos E. Antonarakis
- Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland
| | - Jacques S. Beckmann
- Department of Medical Genetics, University of Lausanne, and Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Stephen J. O'Brien
- Laboratory of Genomic Diversity, National Cancer Institute, Frederick, Maryland, United States of America
| | - Norman L. Letvin
- Division of Viral Pathogenesis, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Andrew J. McMichael
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, Oxford, United Kingdom
| | - Barton F. Haynes
- Duke Human Vaccine Institute, Duke University, Durham, North Carolina, United States of America
| | - Mary Carrington
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., National Cancer Institute at Frederick, Frederick, Maryland, United States of America
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts, United States of America
| | - Sheng Feng
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Amalio Telenti
- Institute of Microbiology, University of Lausanne, Lausanne, Switzerland
- * E-mail: (DBG); (AT)
| | - David B. Goldstein
- Center for Human Genome Variation, Duke Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
- * E-mail: (DBG); (AT)
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Idaghdour Y, Czika W, Shianna KV, Lee SH, Visscher PM, Martin HC, Miclaus K, Jadallah SJ, Goldstein DB, Wolfinger RD, Gibson G. Geographical genomics of human leukocyte gene expression variation in southern Morocco. Nat Genet 2009; 42:62-7. [PMID: 19966804 PMCID: PMC2798927 DOI: 10.1038/ng.495] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2009] [Accepted: 10/13/2009] [Indexed: 12/11/2022]
Abstract
Studies of the genetics of gene expression can identify expression SNPs (eSNPs) that explain variation in transcript abundance. Here we address the robustness of eSNP associations to environmental geography and population structure in a comparison of 194 Arab and Amazigh individuals from a city and two villages in southern Morocco. Gene expression differed between pairs of locations for up to a third of all transcripts, with notable enrichment of transcripts involved in ribosomal biosynthesis and oxidative phosphorylation. Robust associations were observed in the leukocyte samples: cis eSNPs (P < 10(-08)) were identified for 346 genes, and trans eSNPs (P < 10(-11)) for 10 genes. All of these associations were consistent both across the three sample locations and after controlling for ancestry and relatedness. No evidence of large-effect trans-acting mediators of the pervasive environmental influence was found; instead, genetic and environmental factors acted in a largely additive manner.
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Affiliation(s)
- Youssef Idaghdour
- Department of Genetics, North Carolina State University, Raleigh, North Carolina, USA
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38
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Fellay J, Shianna KV, Cirulli ET, McElrath J, Casimiro DR, Geraghty DE, Frahm N, Goldstein DB. P08-06 LB. A genome-wide association study of host genetic determinants of T cell responses to the MRKAd5 HIV-1 gag/pol/nef vaccine in the STEP trial. Retrovirology 2009. [PMCID: PMC2767912 DOI: 10.1186/1742-4690-6-s3-p398] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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39
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Fuhrman LE, Goel AK, Smith J, Shianna KV, Aballay A. Nucleolar proteins suppress Caenorhabditis elegans innate immunity by inhibiting p53/CEP-1. PLoS Genet 2009; 5:e1000657. [PMID: 19763173 PMCID: PMC2734340 DOI: 10.1371/journal.pgen.1000657] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2009] [Accepted: 08/20/2009] [Indexed: 11/19/2022] Open
Abstract
The tumor suppressor p53 has been implicated in multiple functions that play key roles in health and disease, including ribosome biogenesis, control of aging, and cell cycle regulation. A genetic screen for negative regulators of innate immunity in Caenorhabditis elegans led to the identification of a mutation in NOL-6, a nucleolar RNA-associated protein (NRAP), which is involved in ribosome biogenesis and conserved across eukaryotic organisms. Mutation or silencing of NOL-6 and other nucleolar proteins results in an enhanced resistance to bacterial infections. A full-genome microarray analysis on animals with altered immune function due to mutation in nol-6 shows increased transcriptional levels of genes regulated by a p53 homologue, CEP-1. Further studies indicate that the activation of innate immunity by inhibition of nucleolar proteins requires p53/CEP-1 and its transcriptional target SYM-1. Since nucleoli and p53/CEP-1 are conserved, our results reveal an ancient immune mechanism by which the nucleolus may regulate immune responses against bacterial pathogens. Innate immunity comprises a variety of defense mechanisms used by metazoans to prevent microbial infections. These nonspecific defense responses used by the innate immune system are governed by interacting and intersecting pathways that control not only immune responses but also longevity and responses to different stresses. Increasing evidence highlights the plurifunctional nature of the nucleolus, which appears to control various cellular processes involved in health and disease, from ribosome biogenesis to regulation of the cell cycle and the cellular stress response. We provide evidence indicating that the nucleolus suppresses innate immunity against bacteria by preventing the transcriptional activity of the tumor suppressor p53. We found that animals lacking nucleolar proteins are highly resistant to infections by bacterial pathogens. We also found that the activation of innate immunity by inhibition of nucleolar proteins requires potential immune effectors whose expression in response to stress is regulated by p53. Our study links the nucleolus, p53, and innate immunity against bacterial infections for the first time, and highlights a new mechanism that can potentially be exploited to alleviate bacterial infections.
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Affiliation(s)
- Laura E. Fuhrman
- Department of Molecular Genetics and Microbiology, Duke University Medical Center; Durham, North Carolina, United States of America
| | - Ajay Kumar Goel
- Department of Molecular Genetics and Microbiology, Duke University Medical Center; Durham, North Carolina, United States of America
| | - Jason Smith
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Kevin V. Shianna
- Institute for Genome Sciences & Policy, Duke University, Durham, North Carolina, United States of America
| | - Alejandro Aballay
- Department of Molecular Genetics and Microbiology, Duke University Medical Center; Durham, North Carolina, United States of America
- * E-mail:
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40
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Ge D, Fellay J, Thompson AJ, Simon JS, Shianna KV, Urban TJ, Heinzen EL, Qiu P, Bertelsen AH, Muir AJ, Sulkowski M, McHutchison JG, Goldstein DB. Genetic variation in IL28B predicts hepatitis C treatment-induced viral clearance. Nature 2009; 461:399-401. [PMID: 19684573 DOI: 10.1038/nature08309] [Citation(s) in RCA: 2666] [Impact Index Per Article: 177.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2009] [Accepted: 07/17/2009] [Indexed: 02/07/2023]
Abstract
Chronic infection with hepatitis C virus (HCV) affects 170 million people worldwide and is the leading cause of cirrhosis in North America. Although the recommended treatment for chronic infection involves a 48-week course of peginterferon-alpha-2b (PegIFN-alpha-2b) or -alpha-2a (PegIFN-alpha-2a) combined with ribavirin (RBV), it is well known that many patients will not be cured by treatment, and that patients of European ancestry have a significantly higher probability of being cured than patients of African ancestry. In addition to limited efficacy, treatment is often poorly tolerated because of side effects that prevent some patients from completing therapy. For these reasons, identification of the determinants of response to treatment is a high priority. Here we report that a genetic polymorphism near the IL28B gene, encoding interferon-lambda-3 (IFN-lambda-3), is associated with an approximately twofold change in response to treatment, both among patients of European ancestry (P = 1.06 x 10(-25)) and African-Americans (P = 2.06 x 10(-3)). Because the genotype leading to better response is in substantially greater frequency in European than African populations, this genetic polymorphism also explains approximately half of the difference in response rates between African-Americans and patients of European ancestry.
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Affiliation(s)
- Dongliang Ge
- Institute for Genome Sciences & Policy, Center for Human Genome Variation, Duke University, Durham, North Carolina 27708, USA
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41
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Need AC, Attix DK, McEvoy JM, Cirulli ET, Linney KL, Hunt P, Ge D, Heinzen EL, Maia JM, Shianna KV, Weale ME, Cherkas LF, Clement G, Spector TD, Gibson G, Goldstein DB. A genome-wide study of common SNPs and CNVs in cognitive performance in the CANTAB. Hum Mol Genet 2009; 18:4650-61. [PMID: 19734545 DOI: 10.1093/hmg/ddp413] [Citation(s) in RCA: 114] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Psychiatric disorders such as schizophrenia are commonly accompanied by cognitive impairments that are treatment resistant and crucial to functional outcome. There has been great interest in studying cognitive measures as endophenotypes for psychiatric disorders, with the hope that their genetic basis will be clearer. To investigate this, we performed a genome-wide association study involving 11 cognitive phenotypes from the Cambridge Neuropsychological Test Automated Battery. We showed these measures to be heritable by comparing the correlation in 100 monozygotic and 100 dizygotic twin pairs. The full battery was tested in approximately 750 subjects, and for spatial and verbal recognition memory, we investigated a further 500 individuals to search for smaller genetic effects. We were unable to find any genome-wide significant associations with either SNPs or common copy number variants. Nor could we formally replicate any polymorphism that has been previously associated with cognition, although we found a weak signal of lower than expected P-values for variants in a set of 10 candidate genes. We additionally investigated SNPs in genomic loci that have been shown to harbor rare variants that associate with neuropsychiatric disorders, to see if they showed any suggestion of association when considered as a separate set. Only NRXN1 showed evidence of significant association with cognition. These results suggest that common genetic variation does not strongly influence cognition in healthy subjects and that cognitive measures do not represent a more tractable genetic trait than clinical endpoints such as schizophrenia. We discuss a possible role for rare variation in cognitive genomics.
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Affiliation(s)
- Anna C Need
- Center for Human Genome Variation, Institute for Genome Sciences and Policy, Duke University, 450 Research Drive, Box 91009, Durham, NC 27708, USA
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Stefansson H, Ophoff RA, Steinberg S, Andreassen OA, Cichon S, Rujescu D, Werge T, Pietiläinen OPH, Mors O, Mortensen PB, Sigurdsson E, Gustafsson O, Nyegaard M, Tuulio-Henriksson A, Ingason A, Hansen T, Suvisaari J, Lonnqvist J, Paunio T, Børglum AD, Hartmann A, Fink-Jensen A, Nordentoft M, Hougaard D, Norgaard-Pedersen B, Böttcher Y, Olesen J, Breuer R, Möller HJ, Giegling I, Rasmussen HB, Timm S, Mattheisen M, Bitter I, Réthelyi JM, Magnusdottir BB, Sigmundsson T, Olason P, Masson G, Gulcher JR, Haraldsson M, Fossdal R, Thorgeirsson TE, Thorsteinsdottir U, Ruggeri M, Tosato S, Franke B, Strengman E, Kiemeney LA, Melle I, Djurovic S, Abramova L, Kaleda V, Sanjuan J, de Frutos R, Bramon E, Vassos E, Fraser G, Ettinger U, Picchioni M, Walker N, Toulopoulou T, Need AC, Ge D, Yoon JL, Shianna KV, Freimer NB, Cantor RM, Murray R, Kong A, Golimbet V, Carracedo A, Arango C, Costas J, Jönsson EG, Terenius L, Agartz I, Petursson H, Nöthen MM, Rietschel M, Matthews PM, Muglia P, Peltonen L, St Clair D, Goldstein DB, Stefansson K, Collier DA. Common variants conferring risk of schizophrenia. Nature 2009; 460:744-7. [PMID: 19571808 PMCID: PMC3077530 DOI: 10.1038/nature08186] [Citation(s) in RCA: 1238] [Impact Index Per Article: 82.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2009] [Accepted: 06/05/2009] [Indexed: 12/12/2022]
Abstract
Schizophrenia is a complex disorder, caused by both genetic and environmental factors and their interactions. Research on pathogenesis has traditionally focused on neurotransmitter systems in the brain, particularly those involving dopamine. Schizophrenia has been considered a separate disease for over a century, but in the absence of clear biological markers, diagnosis has historically been based on signs and symptoms. A fundamental message emerging from genome-wide association studies of copy number variations (CNVs) associated with the disease is that its genetic basis does not necessarily conform to classical nosological disease boundaries. Certain CNVs confer not only high relative risk of schizophrenia but also of other psychiatric disorders. The structural variations associated with schizophrenia can involve several genes and the phenotypic syndromes, or the 'genomic disorders', have not yet been characterized. Single nucleotide polymorphism (SNP)-based genome-wide association studies with the potential to implicate individual genes in complex diseases may reveal underlying biological pathways. Here we combined SNP data from several large genome-wide scans and followed up the most significant association signals. We found significant association with several markers spanning the major histocompatibility complex (MHC) region on chromosome 6p21.3-22.1, a marker located upstream of the neurogranin gene (NRGN) on 11q24.2 and a marker in intron four of transcription factor 4 (TCF4) on 18q21.2. Our findings implicating the MHC region are consistent with an immune component to schizophrenia risk, whereas the association with NRGN and TCF4 points to perturbation of pathways involved in brain development, memory and cognition.
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Walley NM, Julg B, Dickson SP, Fellay J, Ge D, Walker BD, Carrington M, Cohen MS, de Bakker PIW, Goldstein DB, Shianna KV, Haynes BF, Letvin NL, McMichael AJ, Michael NL, Weintrob AC. The Duffy antigen receptor for chemokines null promoter variant does not influence HIV-1 acquisition or disease progression. Cell Host Microbe 2009; 5:408-10; author reply 418-9. [PMID: 19454339 DOI: 10.1016/j.chom.2009.04.011] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2008] [Revised: 03/05/2009] [Accepted: 04/13/2009] [Indexed: 11/30/2022]
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Pillai SG, Ge D, Zhu G, Kong X, Shianna KV, Need AC, Feng S, Hersh CP, Bakke P, Gulsvik A, Ruppert A, Lødrup Carlsen KC, Roses A, Anderson W, Rennard SI, Lomas DA, Silverman EK, Goldstein DB. A genome-wide association study in chronic obstructive pulmonary disease (COPD): identification of two major susceptibility loci. PLoS Genet 2009; 5:e1000421. [PMID: 19300482 PMCID: PMC2650282 DOI: 10.1371/journal.pgen.1000421] [Citation(s) in RCA: 513] [Impact Index Per Article: 34.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2008] [Accepted: 02/12/2009] [Indexed: 02/07/2023] Open
Abstract
There is considerable variability in the susceptibility of smokers to develop chronic obstructive pulmonary disease (COPD). The only known genetic risk factor is severe deficiency of α1-antitrypsin, which is present in 1–2% of individuals with COPD. We conducted a genome-wide association study (GWAS) in a homogenous case-control cohort from Bergen, Norway (823 COPD cases and 810 smoking controls) and evaluated the top 100 single nucleotide polymorphisms (SNPs) in the family-based International COPD Genetics Network (ICGN; 1891 Caucasian individuals from 606 pedigrees) study. The polymorphisms that showed replication were further evaluated in 389 subjects from the US National Emphysema Treatment Trial (NETT) and 472 controls from the Normative Aging Study (NAS) and then in a fourth cohort of 949 individuals from 127 extended pedigrees from the Boston Early-Onset COPD population. Logistic regression models with adjustments of covariates were used to analyze the case-control populations. Family-based association analyses were conducted for a diagnosis of COPD and lung function in the family populations. Two SNPs at the α-nicotinic acetylcholine receptor (CHRNA 3/5) locus were identified in the genome-wide association study. They showed unambiguous replication in the ICGN family-based analysis and in the NETT case-control analysis with combined p-values of 1.48×10−10, (rs8034191) and 5.74×10−10 (rs1051730). Furthermore, these SNPs were significantly associated with lung function in both the ICGN and Boston Early-Onset COPD populations. The C allele of the rs8034191 SNP was estimated to have a population attributable risk for COPD of 12.2%. The association of hedgehog interacting protein (HHIP) locus on chromosome 4 was also consistently replicated, but did not reach genome-wide significance levels. Genome-wide significant association of the HHIP locus with lung function was identified in the Framingham Heart study (Wilk et al., companion article in this issue of PLoS Genetics; doi:10.1371/journal.pgen.1000429). The CHRNA 3/5 and the HHIP loci make a significant contribution to the risk of COPD. CHRNA3/5 is the same locus that has been implicated in the risk of lung cancer. There is considerable variability in the susceptibility of smokers to develop chronic obstructive pulmonary disease (COPD), which is a heritable multi-factorial trait. Identifying the genetic determinants of COPD risk will have tremendous public health importance. This study describes the first genome-wide association study (GWAS) in COPD. We conducted a GWAS in a homogenous case-control cohort from Norway and evaluated the top 100 single nucleotide polymorphisms in the family-based International COPD Genetics Network. The polymorphisms that showed replication were further evaluated in subjects from the US National Emphysema Treatment Trial and controls from the Normative Aging Study and then in a fourth cohort of extended pedigrees from the Boston Early-Onset COPD population. Two polymorphisms in the α-nicotinic acetylcholine receptor 3/5 locus on chromosome 15 showed unambiguous evidence of association with COPD. This locus has previously been implicated in both smoking behavior and risk of lung cancer, suggesting the possibility of multiple functional polymorphisms in the region or a single polymorphism with wide phenotypic consequences. The hedgehog interacting protein (HHIP) locus on chromosome 4, which is associated with COPD, is also a significant risk locus for COPD.
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Affiliation(s)
- Sreekumar G. Pillai
- Genetics Division, GlaxoSmithKline Research and Development, Research Triangle Park, North Carolina, United States of America
- * E-mail: (SGP); (DBG)
| | - Dongliang Ge
- IGSP Center for Population Genomics and Pharmacogenetics, Duke University, Durham, North Carolina, United States of America
| | - Guohua Zhu
- Genetics Division, GlaxoSmithKline Research and Development, Research Triangle Park, North Carolina, United States of America
| | - Xiangyang Kong
- Genetics Division, GlaxoSmithKline Research and Development, Research Triangle Park, North Carolina, United States of America
| | - Kevin V. Shianna
- IGSP Center for Population Genomics and Pharmacogenetics, Duke University, Durham, North Carolina, United States of America
| | - Anna C. Need
- IGSP Center for Population Genomics and Pharmacogenetics, Duke University, Durham, North Carolina, United States of America
| | - Sheng Feng
- IGSP Center for Population Genomics and Pharmacogenetics, Duke University, Durham, North Carolina, United States of America
| | - Craig P. Hersh
- Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Per Bakke
- University of Bergen, Bergen, Norway
| | | | | | | | - Allen Roses
- IGSP Center for Population Genomics and Pharmacogenetics, Duke University, Durham, North Carolina, United States of America
- Deane Drug Discovery Institute, Duke University, Durham, North Carolina, United States of America
| | - Wayne Anderson
- Genetics Division, GlaxoSmithKline Research and Development, Research Triangle Park, North Carolina, United States of America
| | | | - Stephen I. Rennard
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
| | - David A. Lomas
- Cambridge Institute for Medical Research, Cambridge, United Kingdom
| | - Edwin K. Silverman
- Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - David B. Goldstein
- IGSP Center for Population Genomics and Pharmacogenetics, Duke University, Durham, North Carolina, United States of America
- * E-mail: (SGP); (DBG)
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45
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Need AC, Ge D, Weale ME, Maia J, Feng S, Heinzen EL, Shianna KV, Yoon W, Kasperavičiūtė D, Gennarelli M, Strittmatter WJ, Bonvicini C, Rossi G, Jayathilake K, Cola PA, McEvoy JP, Keefe RSE, Fisher EMC, St. Jean PL, Giegling I, Hartmann AM, Möller HJ, Ruppert A, Fraser G, Crombie C, Middleton LT, St. Clair D, Roses AD, Muglia P, Francks C, Rujescu D, Meltzer HY, Goldstein DB. A genome-wide investigation of SNPs and CNVs in schizophrenia. PLoS Genet 2009; 5:e1000373. [PMID: 19197363 PMCID: PMC2631150 DOI: 10.1371/journal.pgen.1000373] [Citation(s) in RCA: 361] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2008] [Accepted: 01/07/2009] [Indexed: 12/13/2022] Open
Abstract
We report a genome-wide assessment of single nucleotide polymorphisms (SNPs) and copy number variants (CNVs) in schizophrenia. We investigated SNPs using 871 patients and 863 controls, following up the top hits in four independent cohorts comprising 1,460 patients and 12,995 controls, all of European origin. We found no genome-wide significant associations, nor could we provide support for any previously reported candidate gene or genome-wide associations. We went on to examine CNVs using a subset of 1,013 cases and 1,084 controls of European ancestry, and a further set of 60 cases and 64 controls of African ancestry. We found that eight cases and zero controls carried deletions greater than 2 Mb, of which two, at 8p22 and 16p13.11-p12.4, are newly reported here. A further evaluation of 1,378 controls identified no deletions greater than 2 Mb, suggesting a high prior probability of disease involvement when such deletions are observed in cases. We also provide further evidence for some smaller, previously reported, schizophrenia-associated CNVs, such as those in NRXN1 and APBA2. We could not provide strong support for the hypothesis that schizophrenia patients have a significantly greater "load" of large (>100 kb), rare CNVs, nor could we find common CNVs that associate with schizophrenia. Finally, we did not provide support for the suggestion that schizophrenia-associated CNVs may preferentially disrupt genes in neurodevelopmental pathways. Collectively, these analyses provide the first integrated study of SNPs and CNVs in schizophrenia and support the emerging view that rare deleterious variants may be more important in schizophrenia predisposition than common polymorphisms. While our analyses do not suggest that implicated CNVs impinge on particular key pathways, we do support the contribution of specific genomic regions in schizophrenia, presumably due to recurrent mutation. On balance, these data suggest that very few schizophrenia patients share identical genomic causation, potentially complicating efforts to personalize treatment regimens.
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Affiliation(s)
- Anna C. Need
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Dongliang Ge
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Michael E. Weale
- Department of Medical and Molecular Genetics, King's College London, Guy's Hospital, London, United Kingdom
| | - Jessica Maia
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Sheng Feng
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America
| | - Erin L. Heinzen
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Kevin V. Shianna
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Woohyun Yoon
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | | | - Massimo Gennarelli
- Genetic Unit, IRCCS San Giovanni di Dio Fatebenefratelli, Brescia, Italy
- Department of Biomedical Science and Biotech, University of Brescia, Brescia, Italy
| | - Warren J. Strittmatter
- Division of Neurology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Cristian Bonvicini
- Genetic Unit, IRCCS San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Giuseppe Rossi
- Psychiatric Unit, IRCCS San Giovanni di Dio Fatebenefratelli, Brescia, Italy
| | - Karu Jayathilake
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Philip A. Cola
- University Hospitals Case Medical Center, Cleveland, Ohio, United States of America
| | - Joseph P. McEvoy
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Richard S. E. Keefe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
| | | | - Pamela L. St. Jean
- Genetics Division, GlaxoSmithKline, Research Triangle Park, North Carolina, United States of America
| | - Ina Giegling
- Division of Molecular and Clinical Neurobiology, Department of Psychiatry, Ludwig-Maximilians-University, Munich, Germany
| | - Annette M. Hartmann
- Division of Molecular and Clinical Neurobiology, Department of Psychiatry, Ludwig-Maximilians-University, Munich, Germany
| | - Hans-Jürgen Möller
- Department of Psychiatry, Ludwig-Maximilians-University, Munich, Germany
| | | | - Gillian Fraser
- Department of Mental Health, University of Aberdeen, Aberdeen, United Kingdom
| | - Caroline Crombie
- Department of Mental Health, University of Aberdeen, Aberdeen, United Kingdom
| | - Lefkos T. Middleton
- Division of Neuroscience and Mental Health, Neuroscience Laboratories, Burlington Danes, Hammersmith Hospital, London, United Kingdom
| | - David St. Clair
- Department of Mental Health, University of Aberdeen, Aberdeen, United Kingdom
| | - Allen D. Roses
- Deane Drug Discovery Institute, Duke University Medical Center, Durham, North Carolina, United States of America
| | | | - Clyde Francks
- Medical Genetics, GlaxoSmithKline R&D, Verona, Italy
| | - Dan Rujescu
- Division of Molecular and Clinical Neurobiology, Department of Psychiatry, Ludwig-Maximilians-University, Munich, Germany
| | - Herbert Y. Meltzer
- Department of Psychiatry, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - David B. Goldstein
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
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Stefansson H, Rujescu D, Cichon S, Pietiläinen OPH, Ingason A, Steinberg S, Fossdal R, Sigurdsson E, Sigmundsson T, Buizer-Voskamp JE, Hansen T, Jakobsen KD, Muglia P, Francks C, Matthews PM, Gylfason A, Halldorsson BV, Gudbjartsson D, Thorgeirsson TE, Sigurdsson A, Jonasdottir A, Jonasdottir A, Bjornsson A, Mattiasdottir S, Blondal T, Haraldsson M, Magnusdottir BB, Giegling I, Möller HJ, Hartmann A, Shianna KV, Ge D, Need AC, Crombie C, Fraser G, Walker N, Lonnqvist J, Suvisaari J, Tuulio-Henriksson A, Paunio T, Toulopoulou T, Bramon E, Di Forti M, Murray R, Ruggeri M, Vassos E, Tosato S, Walshe M, Li T, Vasilescu C, Mühleisen TW, Wang AG, Ullum H, Djurovic S, Melle I, Olesen J, Kiemeney LA, Franke B, Sabatti C, Freimer NB, Gulcher JR, Thorsteinsdottir U, Kong A, Andreassen OA, Ophoff RA, Georgi A, Rietschel M, Werge T, Petursson H, Goldstein DB, Nöthen MM, Peltonen L, Collier DA, St Clair D, Stefansson K. Large recurrent microdeletions associated with schizophrenia. Nature 2008; 455:232-6. [PMID: 18668039 PMCID: PMC2687075 DOI: 10.1038/nature07229] [Citation(s) in RCA: 1271] [Impact Index Per Article: 79.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2008] [Revised: 09/11/2008] [Accepted: 07/08/2008] [Indexed: 01/26/2023]
Abstract
Reduced fecundity, associated with severe mental disorders, places negative selection pressure on risk alleles and may explain, in part, why common variants have not been found that confer risk of disorders such as autism, schizophrenia and mental retardation. Thus, rare variants may account for a larger fraction of the overall genetic risk than previously assumed. In contrast to rare single nucleotide mutations, rare copy number variations (CNVs) can be detected using genome-wide single nucleotide polymorphism arrays. This has led to the identification of CNVs associated with mental retardation and autism. In a genome-wide search for CNVs associating with schizophrenia, we used a population-based sample to identify de novo CNVs by analysing 9,878 transmissions from parents to offspring. The 66 de novo CNVs identified were tested for association in a sample of 1,433 schizophrenia cases and 33,250 controls. Three deletions at 1q21.1, 15q11.2 and 15q13.3 showing nominal association with schizophrenia in the first sample (phase I) were followed up in a second sample of 3,285 cases and 7,951 controls (phase II). All three deletions significantly associate with schizophrenia and related psychoses in the combined sample. The identification of these rare, recurrent risk variants, having occurred independently in multiple founders and being subject to negative selection, is important in itself. CNV analysis may also point the way to the identification of additional and more prevalent risk variants in genes and pathways involved in schizophrenia.
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Affiliation(s)
- Hreinn Stefansson
- CNS Division, deCODE genetics, Sturlugata 8, IS-101 Reykjavík, Iceland
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Fuhrman LE, Shianna KV, Aballay A. High-throughput isolation and mapping of C. elegans mutants susceptible to pathogen infection. PLoS One 2008; 3:e2882. [PMID: 18682730 PMCID: PMC2478710 DOI: 10.1371/journal.pone.0002882] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2008] [Accepted: 07/14/2008] [Indexed: 11/19/2022] Open
Abstract
We present a novel strategy that uses high-throughput methods of isolating and mapping C. elegans mutants susceptible to pathogen infection. We show that C. elegans mutants that exhibit an enhanced pathogen accumulation (epa) phenotype can be rapidly identified and isolated using a sorting system that allows automation of the analysis, sorting, and dispensing of C. elegans by measuring fluorescent bacteria inside the animals. Furthermore, we validate the use of Amplifluor as a new single nucleotide polymorphism (SNP) mapping technique in C. elegans. We show that a set of 9 SNPs allows the linkage of C. elegans mutants to a 5-8 megabase sub-chromosomal region.
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Affiliation(s)
- Laura E. Fuhrman
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Kevin V. Shianna
- Institute for Genome Sciences and Policy, Duke University, Durham, North Carolina, United States of America
| | - Alejandro Aballay
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, North Carolina, United States of America
- * E-mail:
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Price AL, Weale ME, Patterson N, Myers SR, Need AC, Shianna KV, Ge D, Rotter JI, Torres E, Taylor K, Goldstein DB, Reich D. Long-range LD can confound genome scans in admixed populations. Am J Hum Genet 2008; 83:132-5; author reply 135-9. [PMID: 18606306 DOI: 10.1016/j.ajhg.2008.06.005] [Citation(s) in RCA: 271] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2008] [Revised: 04/09/2008] [Accepted: 06/04/2008] [Indexed: 01/11/2023] Open
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Cavalleri GL, Weale ME, Shianna KV, Singh R, Lynch JM, Grinton B, Szoeke C, Murphy K, Kinirons P, O'Rourke D, Ge D, Depondt C, Claeys KG, Pandolfo M, Gumbs C, Walley N, McNamara J, Mulley JC, Linney KN, Sheffield LJ, Radtke RA, Tate SK, Chissoe SL, Gibson RA, Hosford D, Stanton A, Graves TD, Hanna MG, Eriksson K, Kantanen AM, Kalviainen R, O'Brien TJ, Sander JW, Duncan JS, Scheffer IE, Berkovic SF, Wood NW, Doherty CP, Delanty N, Sisodiya SM, Goldstein DB. Multicentre search for genetic susceptibility loci in sporadic epilepsy syndrome and seizure types: a case-control study. Lancet Neurol 2007; 6:970-80. [PMID: 17913586 DOI: 10.1016/s1474-4422(07)70247-8] [Citation(s) in RCA: 138] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND The Epilepsy Genetics (EPIGEN) Consortium was established to undertake genetic mapping analyses with augmented statistical power to detect variants that influence the development and treatment of common forms of epilepsy. METHODS We examined common variations across 279 prime candidate genes in 2717 case and 1118 control samples collected at four independent research centres (in the UK, Ireland, Finland, and Australia). Single nucleotide polymorphism (SNP) and combined set-association analyses were used to examine the contribution of genetic variation in the candidate genes to various forms of epilepsy. FINDINGS We did not identify clear, indisputable common genetic risk factors that contribute to selected epilepsy subphenotypes across multiple populations. Nor did we identify risk factors for the general all-epilepsy phenotype. However, set-association analysis on the most significant p values, assessed under permutation, suggested the contribution of numerous SNPs to disease predisposition in an apparent population-specific manner. Variations in the genes KCNAB1, GABRR2, KCNMB4, SYN2, and ALDH5A1 were most notable. INTERPRETATION The underlying genetic component to sporadic epilepsy is clearly complex. Results suggest that many SNPs contribute to disease predisposition in an apparently population-specific manner. However, subtle differences in phenotyping across cohorts, combined with a poor understanding of how the underlying genetic component to epilepsy aligns with current phenotypic classifications, might also account for apparent population-specific genetic risk factors. Variations across five genes warrant further study in independent cohorts to clarify the tentative association.
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Affiliation(s)
- Gianpiero L Cavalleri
- Department of Clinical Neurological Sciences and Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland Research Institute, and Division of Neurology, Beaumont Hospital, Dublin, Ireland
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Fellay J, Shianna KV, Ge D, Colombo S, Ledergerber B, Weale M, Zhang K, Gumbs C, Castagna A, Cossarizza A, Cozzi-Lepri A, De Luca A, Easterbrook P, Francioli P, Mallal S, Martinez-Picado J, Miro JM, Obel N, Smith JP, Wyniger J, Descombes P, Antonarakis SE, Letvin NL, McMichael AJ, Haynes BF, Telenti A, Goldstein DB. A whole-genome association study of major determinants for host control of HIV-1. Science 2007; 317:944-7. [PMID: 17641165 PMCID: PMC1991296 DOI: 10.1126/science.1143767] [Citation(s) in RCA: 967] [Impact Index Per Article: 56.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Understanding why some people establish and maintain effective control of HIV-1 and others do not is a priority in the effort to develop new treatments for HIV/AIDS. Using a whole-genome association strategy, we identified polymorphisms that explain nearly 15% of the variation among individuals in viral load during the asymptomatic set-point period of infection. One of these is found within an endogenous retroviral element and is associated with major histocompatibility allele human leukocyte antigen (HLA)-B*5701, whereas a second is located near the HLA-C gene. An additional analysis of the time to HIV disease progression implicated two genes, one of which encodes an RNA polymerase I subunit. These findings emphasize the importance of studying human genetic variation as a guide to combating infectious agents.
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Affiliation(s)
- Jacques Fellay
- Center for Population Genomics and Pharmacogenetics, Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
| | - Kevin V. Shianna
- Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
| | - Dongliang Ge
- Center for Population Genomics and Pharmacogenetics, Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
| | - Sara Colombo
- Institute of Microbiology, University Hospital Center; and University of Lausanne, 1011 Lausanne, Switzerland
| | - Bruno Ledergerber
- Division of Infectious Diseases, University Hospital, 8091 Zürich, Switzerland
| | - Mike Weale
- Center for Population Genomics and Pharmacogenetics, Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
| | - Kunlin Zhang
- Institute of Microbiology, University Hospital Center; and University of Lausanne, 1011 Lausanne, Switzerland
| | - Curtis Gumbs
- Center for Population Genomics and Pharmacogenetics, Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
| | - Antonella Castagna
- Clinic of Infectious Diseases, Istituto di Ricovero e Cura a Carattere Scientifico, San Raffaele Hospital, 20127 Milan, Italy
| | - Andrea Cossarizza
- Department of Biomedical Sciences, Section of General Pathology, University of Modena and Reggio Emilia, School of Medicine, 41100 Modena, Italy
| | - Alessandro Cozzi-Lepri
- Department of Primary Care and Population Sciences, Royal Free and University College Medical School, University College London, London NW3 2PF, UK
| | - Andrea De Luca
- Institute of Clinical Infectious Diseases, Catholic University of the Sacred Heart, 00168 Rome, Italy
| | - Philippa Easterbrook
- Academic Department of HIV and Genitourinary Medicine, Kings College London, at Guy's, King's, and St. Thomas' Hospitals, London SE5 9RJ, UK
| | - Patrick Francioli
- Service of Infectious Diseases, Department of Medicine and Service of Hospital Preventive Medicine, University Hospital Center, 1011 Lausanne, Switzerland
| | - Simon Mallal
- Centre for Clinical Immunology and Biomedical Statistics, Royal Perth Hospital; and Murdoch University, Perth, WA 6000, Australia
| | - Javier Martinez-Picado
- irsiCaixa Foundation and Hospital Germans Trias i Pujol, 08916 Badalona, Spain; and Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - José M. Miro
- Hospital Clinic–Institut d'Investigacions Biomèdiques August Pi i Sunyer, University of Barcelona, 08036 Barcelona, Spain
| | - Niels Obel
- Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, 2100 Copenhagen, Denmark
| | - Jason P. Smith
- Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
| | - Josiane Wyniger
- Institute of Microbiology, University Hospital Center; and University of Lausanne, 1011 Lausanne, Switzerland
| | - Patrick Descombes
- Genomics Platform, National Centre of Competence in Research “Frontiers in Genetics,” University of Geneva, 1211 Geneva, Switzerland
| | - Stylianos E. Antonarakis
- Department of Genetic Medicine and Development, University of Geneva Medical School, 1211 Geneva, Switzerland
| | - Norman L. Letvin
- Division of Viral Pathogenesis, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Andrew J. McMichael
- Medical Research Council Human Immunology Unit, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, Oxford OX3 9DS, UK
| | - Barton F. Haynes
- Duke Human Vaccine Institute, Duke University, Durham, NC 27710, USA
| | - Amalio Telenti
- Institute of Microbiology, University Hospital Center; and University of Lausanne, 1011 Lausanne, Switzerland
- To whom correspondence should be addressed. E-mail: (A.T.); (D.B.G.)
| | - David B. Goldstein
- Center for Population Genomics and Pharmacogenetics, Duke Institute for Genome Sciences and Policy, Duke University, Durham, NC 27710, USA
- To whom correspondence should be addressed. E-mail: (A.T.); (D.B.G.)
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