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Uludag K, Wang DM, Mohamoud Y, Wu HE, Zhang X. Antipsychotic-based machine learning models may help prediction of tardive dyskinesia in patients with schizophrenia. Schizophr Res 2023; 252:33-35. [PMID: 36621324 DOI: 10.1016/j.schres.2022.12.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 12/11/2022] [Accepted: 12/23/2022] [Indexed: 01/08/2023]
Affiliation(s)
- Kadir Uludag
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Dong Mei Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China..
| | - Yasmin Mohamoud
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Hanjing Emily Wu
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Xiangyang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China.; Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA..
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Elsaid MF, Chalhoub N, Ben-Omran T, Kumar P, Kamel H, Ibrahim K, Mohamoud Y, Al-Dous E, Al-Azwani I, Malek JA, Suhre K, Ross ME, Aleem AA. Mutation in noncoding RNA RNU12 causes early onset cerebellar ataxia. Ann Neurol 2017; 81:68-78. [PMID: 27863452 DOI: 10.1002/ana.24826] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 11/09/2016] [Accepted: 11/10/2016] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Exome sequences account for only 2% of the genome and may overlook mutations causing disease. To obtain a more complete view, whole genome sequencing (WGS) was analyzed in a large consanguineous family in which members displayed autosomal recessively inherited cerebellar ataxia manifesting before 2 years of age. METHODS WGS from blood-derived genomic DNA was used for homozygosity mapping and a rare variant search. RNA from isolated blood leukocytes was used for quantitative polymerase chain reaction (PCR), RNA sequencing, and comparison of the transcriptomes of affected and unaffected family members. RESULTS WGS revealed a point mutation in noncoding RNA RNU12 that was associated with early onset cerebellar ataxia. The U12-dependent minor spliceosome edits 879 known transcripts. Reverse transcriptase PCR demonstrated minor intron retention in all of 9 randomly selected RNAs from this group, and RNAseq showed splicing disruption specific to all U12-type introns detected in blood monocytes from affected individuals. Moreover, 144 minor intron-containing RNAs were differentially expressed, including transcripts for 3 genes previously associated with cerebellar neurodegeneration. INTERPRETATION Interference with particular spliceosome components, including small nuclear RNAs, cause reproducible uniquely distributed phenotypic and transcript-specific effects, making this an important category of disease-associated mutation. Our approach to differential expression analysis of minor intron-containing genes is applicable to other diseases involving altered transcriptome processing. ANN NEUROL 2017;81:68-78.
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Affiliation(s)
| | - Nader Chalhoub
- Neurogenetics, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Tawfeg Ben-Omran
- Department of Pediatrics, Hamad Medical Corporation, Doha, Qatar
| | - Pankaj Kumar
- Bioinformatics Core, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Hussein Kamel
- Department of Pediatrics, Hamad Medical Corporation, Doha, Qatar
| | - Khalid Ibrahim
- Department of Pediatrics, Hamad Medical Corporation, Doha, Qatar
| | | | - Eman Al-Dous
- Genomics Core, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Iman Al-Azwani
- Genomics Core, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Joel A Malek
- Genomics Core, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Karsten Suhre
- Bioinformatics Core, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - M Elizabeth Ross
- Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medical College, New York, NY
| | - Alice Abdel Aleem
- Neurogenetics, Weill Cornell Medicine-Qatar, Doha, Qatar.,Neurogenetics, Feil Family Brain and Mind Research Institute, Weill Cornell Medical College, New York, NY
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Elsaid MF, Kamel H, Chalhoub N, Aziz NA, Ibrahim K, Ben-Omran T, George B, Al-Dous E, Mohamoud Y, Malek JA, Ross ME, Aleem AA. Whole genome sequencing identifies a novel occludin mutation in microcephaly with band-like calcification and polymicrogyria that extends the phenotypic spectrum. Am J Med Genet A 2014; 164A:1614-7. [PMID: 24668585 DOI: 10.1002/ajmg.a.36485] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2013] [Accepted: 01/12/2014] [Indexed: 11/08/2022]
Affiliation(s)
- Mahmoud F Elsaid
- Department of Pediatrics, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Qatar
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Van Doorslaer K, Tan Q, Xirasagar S, Bandaru S, Gopalan V, Mohamoud Y, Huyen Y, McBride AA. The Papillomavirus Episteme: a central resource for papillomavirus sequence data and analysis. Nucleic Acids Res 2012; 41:D571-8. [PMID: 23093593 PMCID: PMC3531071 DOI: 10.1093/nar/gks984] [Citation(s) in RCA: 165] [Impact Index Per Article: 13.8] [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: 12/22/2022] Open
Abstract
The goal of the Papillomavirus Episteme (PaVE) is to provide an integrated resource for the analysis of papillomavirus (PV) genome sequences and related information. The PaVE is a freely accessible, web-based tool (http://pave.niaid.nih.gov) created around a relational database, which enables storage, analysis and exchange of sequence information. From a design perspective, the PaVE adopts an Open Source software approach and stresses the integration and reuse of existing tools. Reference PV genome sequences have been extracted from publicly available databases and reannotated using a custom-created tool. To date, the PaVE contains 241 annotated PV genomes, 2245 genes and regions, 2004 protein sequences and 47 protein structures, which users can explore, analyze or download. The PaVE provides scientists with the data and tools needed to accelerate scientific progress for the study and treatment of diseases caused by PVs.
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Affiliation(s)
- Koenraad Van Doorslaer
- DNA Tumor Virus Section, Laboratory of Viral Diseases, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 209892, USA
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Fouts DE, Tyler HL, DeBoy RT, Daugherty S, Ren Q, Badger JH, Durkin AS, Huot H, Shrivastava S, Kothari S, Dodson RJ, Mohamoud Y, Khouri H, Roesch LFW, Krogfelt KA, Struve C, Triplett EW, Methé BA. Complete genome sequence of the N2-fixing broad host range endophyte Klebsiella pneumoniae 342 and virulence predictions verified in mice. PLoS Genet 2008; 4:e1000141. [PMID: 18654632 PMCID: PMC2453333 DOI: 10.1371/journal.pgen.1000141] [Citation(s) in RCA: 208] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2008] [Accepted: 06/24/2008] [Indexed: 12/25/2022] Open
Abstract
We report here the sequencing and analysis of the genome of the nitrogen-fixing endophyte, Klebsiella pneumoniae 342. Although K. pneumoniae 342 is a member of the enteric bacteria, it serves as a model for studies of endophytic, plant-bacterial associations due to its efficient colonization of plant tissues (including maize and wheat, two of the most important crops in the world), while maintaining a mutualistic relationship that encompasses supplying organic nitrogen to the host plant. Genomic analysis examined K. pneumoniae 342 for the presence of previously identified genes from other bacteria involved in colonization of, or growth in, plants. From this set, approximately one-third were identified in K. pneumoniae 342, suggesting additional factors most likely contribute to its endophytic lifestyle. Comparative genome analyses were used to provide new insights into this question. Results included the identification of metabolic pathways and other features devoted to processing plant-derived cellulosic and aromatic compounds, and a robust complement of transport genes (15.4%), one of the highest percentages in bacterial genomes sequenced. Although virulence and antibiotic resistance genes were predicted, experiments conducted using mouse models showed pathogenicity to be attenuated in this strain. Comparative genomic analyses with the presumed human pathogen K. pneumoniae MGH78578 revealed that MGH78578 apparently cannot fix nitrogen, and the distribution of genes essential to surface attachment, secretion, transport, and regulation and signaling varied between each genome, which may indicate critical divergences between the strains that influence their preferred host ranges and lifestyles (endophytic plant associations for K. pneumoniae 342 and presumably human pathogenesis for MGH78578). Little genome information is available concerning endophytic bacteria. The K. pneumoniae 342 genome will drive new research into this less-understood, but important category of bacterial-plant host relationships, which could ultimately enhance growth and nutrition of important agricultural crops and development of plant-derived products and biofuels.
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Myers GSA, Parker D, Al-Hasani K, Kennan RM, Seemann T, Ren Q, Badger JH, Selengut JD, Deboy RT, Tettelin H, Boyce JD, McCarl VP, Han X, Nelson WC, Madupu R, Mohamoud Y, Holley T, Fedorova N, Khouri H, Bottomley SP, Whittington RJ, Adler B, Songer JG, Rood JI, Paulsen IT. Genome sequence and identification of candidate vaccine antigens from the animal pathogen Dichelobacter nodosus. Nat Biotechnol 2007; 25:569-75. [PMID: 17468768 DOI: 10.1038/nbt1302] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [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: 11/20/2006] [Accepted: 04/04/2007] [Indexed: 11/09/2022]
Abstract
Dichelobacter nodosus causes ovine footrot, a disease that leads to severe economic losses in the wool and meat industries. We sequenced its 1.4-Mb genome, the smallest known genome of an anaerobe. It differs markedly from small genomes of intracellular bacteria, retaining greater biosynthetic capabilities and lacking any evidence of extensive ongoing genome reduction. Comparative genomic microarray studies and bioinformatic analysis suggested that, despite its small size, almost 20% of the genome is derived from lateral gene transfer. Most of these regions seem to be associated with virulence. Metabolic reconstruction indicated unsuspected capabilities, including carbohydrate utilization, electron transfer and several aerobic pathways. Global transcriptional profiling and bioinformatic analysis enabled the prediction of virulence factors and cell surface proteins. Screening of these proteins against ovine antisera identified eight immunogenic proteins that are candidate antigens for a cross-protective vaccine.
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Affiliation(s)
- Garry S A Myers
- The Institute for Genomic Research, 9712 Medical Center Drive, Rockville, Maryland 20850, USA
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Palenik B, Ren Q, Dupont CL, Myers GS, Heidelberg JF, Badger JH, Madupu R, Nelson WC, Brinkac LM, Dodson RJ, Durkin AS, Daugherty SC, Sullivan SA, Khouri H, Mohamoud Y, Halpin R, Paulsen IT. Genome sequence of Synechococcus CC9311: Insights into adaptation to a coastal environment. Proc Natl Acad Sci U S A 2006; 103:13555-9. [PMID: 16938853 PMCID: PMC1569201 DOI: 10.1073/pnas.0602963103] [Citation(s) in RCA: 154] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2006] [Indexed: 11/18/2022] Open
Abstract
Coastal aquatic environments are typically more highly productive and dynamic than open ocean ones. Despite these differences, cyanobacteria from the genus Synechococcus are important primary producers in both types of ecosystems. We have found that the genome of a coastal cyanobacterium, Synechococcus sp. strain CC9311, has significant differences from an open ocean strain, Synechococcus sp. strain WH8102, and these are consistent with the differences between their respective environments. CC9311 has a greater capacity to sense and respond to changes in its (coastal) environment. It has a much larger capacity to transport, store, use, or export metals, especially iron and copper. In contrast, phosphate acquisition seems less important, consistent with the higher concentration of phosphate in coastal environments. CC9311 is predicted to have differences in its outer membrane lipopolysaccharide, and this may be characteristic of the speciation of some cyanobacterial groups. In addition, the types of potentially horizontally transferred genes are markedly different between the coastal and open ocean genomes and suggest a more prominent role for phages in horizontal gene transfer in oligotrophic environments.
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Affiliation(s)
- Brian Palenik
- *Scripps Institution of Oceanography, University of California at San Diego, La Jolla, CA 92093; and
| | - Qinghu Ren
- The Institute for Genomic Research, Rockville, MD 20850
| | - Chris L. Dupont
- *Scripps Institution of Oceanography, University of California at San Diego, La Jolla, CA 92093; and
| | | | | | | | - Ramana Madupu
- The Institute for Genomic Research, Rockville, MD 20850
| | | | | | | | | | | | | | - Hoda Khouri
- The Institute for Genomic Research, Rockville, MD 20850
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Nierman WC, Pain A, Anderson MJ, Wortman JR, Kim HS, Arroyo J, Berriman M, Abe K, Archer DB, Bermejo C, Bennett J, Bowyer P, Chen D, Collins M, Coulsen R, Davies R, Dyer PS, Farman M, Fedorova N, Fedorova N, Feldblyum TV, Fischer R, Fosker N, Fraser A, García JL, García MJ, Goble A, Goldman GH, Gomi K, Griffith-Jones S, Gwilliam R, Haas B, Haas H, Harris D, Horiuchi H, Huang J, Humphray S, Jiménez J, Keller N, Khouri H, Kitamoto K, Kobayashi T, Konzack S, Kulkarni R, Kumagai T, Lafon A, Lafton A, Latgé JP, Li W, Lord A, Lu C, Majoros WH, May GS, Miller BL, Mohamoud Y, Molina M, Monod M, Mouyna I, Mulligan S, Murphy L, O'Neil S, Paulsen I, Peñalva MA, Pertea M, Price C, Pritchard BL, Quail MA, Rabbinowitsch E, Rawlins N, Rajandream MA, Reichard U, Renauld H, Robson GD, Rodriguez de Córdoba S, Rodríguez-Peña JM, Ronning CM, Rutter S, Salzberg SL, Sanchez M, Sánchez-Ferrero JC, Saunders D, Seeger K, Squares R, Squares S, Takeuchi M, Tekaia F, Turner G, Vazquez de Aldana CR, Weidman J, White O, Woodward J, Yu JH, Fraser C, Galagan JE, Asai K, Machida M, Hall N, Barrell B, Denning DW. Genomic sequence of the pathogenic and allergenic filamentous fungus Aspergillus fumigatus. Nature 2006; 438:1151-6. [PMID: 16372009 DOI: 10.1038/nature04332] [Citation(s) in RCA: 989] [Impact Index Per Article: 54.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2005] [Accepted: 10/12/2005] [Indexed: 11/09/2022]
Abstract
Aspergillus fumigatus is exceptional among microorganisms in being both a primary and opportunistic pathogen as well as a major allergen. Its conidia production is prolific, and so human respiratory tract exposure is almost constant. A. fumigatus is isolated from human habitats and vegetable compost heaps. In immunocompromised individuals, the incidence of invasive infection can be as high as 50% and the mortality rate is often about 50% (ref. 2). The interaction of A. fumigatus and other airborne fungi with the immune system is increasingly linked to severe asthma and sinusitis. Although the burden of invasive disease caused by A. fumigatus is substantial, the basic biology of the organism is mostly obscure. Here we show the complete 29.4-megabase genome sequence of the clinical isolate Af293, which consists of eight chromosomes containing 9,926 predicted genes. Microarray analysis revealed temperature-dependent expression of distinct sets of genes, as well as 700 A. fumigatus genes not present or significantly diverged in the closely related sexual species Neosartorya fischeri, many of which may have roles in the pathogenicity phenotype. The Af293 genome sequence provides an unparalleled resource for the future understanding of this remarkable fungus.
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Wu M, Sun LV, Vamathevan J, Riegler M, Deboy R, Brownlie JC, McGraw EA, Martin W, Esser C, Ahmadinejad N, Wiegand C, Madupu R, Beanan MJ, Brinkac LM, Daugherty SC, Durkin AS, Kolonay JF, Nelson WC, Mohamoud Y, Lee P, Berry K, Young MB, Utterback T, Weidman J, Nierman WC, Paulsen IT, Nelson KE, Tettelin H, O'Neill SL, Eisen JA. Phylogenomics of the reproductive parasite Wolbachia pipientis wMel: a streamlined genome overrun by mobile genetic elements. PLoS Biol 2004; 2:E69. [PMID: 15024419 PMCID: PMC368164 DOI: 10.1371/journal.pbio.0020069] [Citation(s) in RCA: 587] [Impact Index Per Article: 29.4] [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: 11/19/2003] [Accepted: 01/06/2004] [Indexed: 12/17/2022] Open
Abstract
The complete sequence of the 1,267,782 bp genome of Wolbachia pipientis wMel, an obligate intracellular bacteria of Drosophila melanogaster, has been determined. Wolbachia, which are found in a variety of invertebrate species, are of great interest due to their diverse interactions with different hosts, which range from many forms of reproductive parasitism to mutualistic symbioses. Analysis of the wMel genome, in particular phylogenomic comparisons with other intracellular bacteria, has revealed many insights into the biology and evolution of wMel and Wolbachia in general. For example, the wMel genome is unique among sequenced obligate intracellular species in both being highly streamlined and containing very high levels of repetitive DNA and mobile DNA elements. This observation, coupled with multiple evolutionary reconstructions, suggests that natural selection is somewhat inefficient in wMel, most likely owing to the occurrence of repeated population bottlenecks. Genome analysis predicts many metabolic differences with the closely related Rickettsia species, including the presence of intact glycolysis and purine synthesis, which may compensate for an inability to obtain ATP directly from its host, as Rickettsia can. Other discoveries include the apparent inability of wMel to synthesize lipopolysaccharide and the presence of the most genes encoding proteins with ankyrin repeat domains of any prokaryotic genome yet sequenced. Despite the ability of wMel to infect the germline of its host, we find no evidence for either recent lateral gene transfer between wMel and D. melanogaster or older transfers between Wolbachia and any host. Evolutionary analysis further supports the hypothesis that mitochondria share a common ancestor with the α-Proteobacteria, but shows little support for the grouping of mitochondria with species in the order Rickettsiales. With the availability of the complete genomes of both species and excellent genetic tools for the host, the wMel–D. melanogaster symbiosis is now an ideal system for studying the biology and evolution of Wolbachia infections. The genome sequence of Wolbachia provides insights into the origins of mitochondria, as well as the ecology and evolution of endosymbiosis
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Affiliation(s)
- Martin Wu
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Ling V Sun
- 2Department of Epidemiology and Public Health, Yale University School of MedicineNew Haven, ConnecticutUnited States of America
| | - Jessica Vamathevan
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Markus Riegler
- 3Department of Zoology and Entomology, School of Life SciencesThe University of Queensland, St Lucia, QueenslandAustralia
| | - Robert Deboy
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Jeremy C Brownlie
- 3Department of Zoology and Entomology, School of Life SciencesThe University of Queensland, St Lucia, QueenslandAustralia
| | - Elizabeth A McGraw
- 3Department of Zoology and Entomology, School of Life SciencesThe University of Queensland, St Lucia, QueenslandAustralia
| | - William Martin
- 4Institut für Botanik III, Heinrich-Heine UniversitätDüsseldorfGermany
| | - Christian Esser
- 4Institut für Botanik III, Heinrich-Heine UniversitätDüsseldorfGermany
| | - Nahal Ahmadinejad
- 4Institut für Botanik III, Heinrich-Heine UniversitätDüsseldorfGermany
| | - Christian Wiegand
- 4Institut für Botanik III, Heinrich-Heine UniversitätDüsseldorfGermany
| | - Ramana Madupu
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Maureen J Beanan
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Lauren M Brinkac
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Sean C Daugherty
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - A. Scott Durkin
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - James F Kolonay
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - William C Nelson
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Yasmin Mohamoud
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Perris Lee
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Kristi Berry
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - M. Brook Young
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Teresa Utterback
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Janice Weidman
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - William C Nierman
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Ian T Paulsen
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Karen E Nelson
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Hervé Tettelin
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
| | - Scott L O'Neill
- 2Department of Epidemiology and Public Health, Yale University School of MedicineNew Haven, ConnecticutUnited States of America
- 3Department of Zoology and Entomology, School of Life SciencesThe University of Queensland, St Lucia, QueenslandAustralia
| | - Jonathan A Eisen
- 1The Institute for Genomic Research, RockvilleMarylandUnited States of America
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