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Parakkunnel R, Bhojaraja Naik K, Susmita C, Girimalla V, Bhaskar KU, Sripathy KV, Shantharaja CS, Aravindan S, Kumar S, Lakhanpaul S, Bhat KV. Evolution and co-evolution: insights into the divergence of plant heat shock factor genes. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2022; 28:1029-1047. [PMID: 35722513 PMCID: PMC9203654 DOI: 10.1007/s12298-022-01183-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 04/27/2022] [Accepted: 05/04/2022] [Indexed: 05/03/2023]
Abstract
The Heat Shock Factor (Hsf) genes are widely distributed across the plant kingdom regulating the plant response to various abiotic stresses. In addition to natural selection, breeding and accelerated selection changed the structure and function of Hsf genes. 1076 Hsf genes from 30 genera from primitive algae to the most advanced plant species and major crop plants were used for phylogenetic analysis. The interspecific divergence was studied with 11 members of genus Oryza while intraspecific divergence was studied with sesame pan-genome adapted to diverse ecological niches. B2 genes in eudicots and monocots originated separately while A1 gave rise to the recently evolved Class-C genes and land colonization happened with evolution of A1 genes. An increase in the number of lineages in the Oryza clade with the evolution of AA genome indicated independent domestication and positive selection was observed in > 53% of loci whereas the highly conserved homologues were under purifying selection. The paralogous genes under positive selection exhibited more domain changes for diversified function and increased fitness. A significant co-evolving cluster involving amino acids Phenylalanine, Lysine and Valine played crucial role in maintaining hydrophobic core along with highly conserved Tryptophan residues. A mutation of Glutamic acid to Glutamine was observed in A8 genes of Lamiales affecting protein solvency. Breeding resulted in accumulation of mutations reducing the hydrophobicity of proteins and a further reduction in protein aggregation. This study identify genome duplications, non-neutral selection and co-evolving residues as causing drastic changes in the conserved domain of Hsf proteins. Supplementary information The online version contains supplementary material available at 10.1007/s12298-022-01183-7.
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Affiliation(s)
- Ramya Parakkunnel
- ICAR- Indian Institute of Seed Science, Regional Station, GKVK Campus, Bengaluru, Karnataka 560065 India
| | - K Bhojaraja Naik
- ICAR- Indian Institute of Seed Science, Regional Station, GKVK Campus, Bengaluru, Karnataka 560065 India
| | - C Susmita
- ICAR- Indian Institute of Seed Science, Mau, Uttar Pradesh 275103 India
| | - Vanishree Girimalla
- ICAR- Indian Institute of Seed Science, Regional Station, GKVK Campus, Bengaluru, Karnataka 560065 India
| | - K Udaya Bhaskar
- ICAR- Indian Institute of Seed Science, Regional Station, GKVK Campus, Bengaluru, Karnataka 560065 India
| | - KV Sripathy
- ICAR- Indian Institute of Seed Science, Regional Station, GKVK Campus, Bengaluru, Karnataka 560065 India
| | - CS Shantharaja
- ICAR- Indian Institute of Seed Science, Regional Station, GKVK Campus, Bengaluru, Karnataka 560065 India
| | - S Aravindan
- 4Division of Genomic Resources, ICAR- National Bureau of Plant Genetic Resources, New Delhi, 110012 India
| | - Sanjay Kumar
- ICAR- Indian Institute of Seed Science, Mau, Uttar Pradesh 275103 India
| | | | - KV Bhat
- 4Division of Genomic Resources, ICAR- National Bureau of Plant Genetic Resources, New Delhi, 110012 India
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Thompson NA, Ranzani M, van der Weyden L, Iyer V, Offord V, Droop A, Behan F, Gonçalves E, Speak A, Iorio F, Hewinson J, Harle V, Robertson H, Anderson E, Fu B, Yang F, Zagnoli-Vieira G, Chapman P, Del Castillo Velasco-Herrera M, Garnett MJ, Jackson SP, Adams DJ. Combinatorial CRISPR screen identifies fitness effects of gene paralogues. Nat Commun 2021; 12:1302. [PMID: 33637726 PMCID: PMC7910459 DOI: 10.1038/s41467-021-21478-9] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 01/25/2021] [Indexed: 12/15/2022] Open
Abstract
Genetic redundancy has evolved as a way for human cells to survive the loss of genes that are single copy and essential in other organisms, but also allows tumours to survive despite having highly rearranged genomes. In this study we CRISPR screen 1191 gene pairs, including paralogues and known and predicted synthetic lethal interactions to identify 105 gene combinations whose co-disruption results in a loss of cellular fitness. 27 pairs influence fitness across multiple cell lines including the paralogues FAM50A/FAM50B, two genes of unknown function. Silencing of FAM50B occurs across a range of tumour types and in this context disruption of FAM50A reduces cellular fitness whilst promoting micronucleus formation and extensive perturbation of transcriptional programmes. Our studies reveal the fitness effects of FAM50A/FAM50B in cancer cells.
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Affiliation(s)
- Nicola A Thompson
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Marco Ranzani
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | | | - Vivek Iyer
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Victoria Offord
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Alastair Droop
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Fiona Behan
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Emanuel Gonçalves
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Anneliese Speak
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Francesco Iorio
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
- Human Technopole, Milano, Italy
| | - James Hewinson
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Victoria Harle
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Holly Robertson
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | | | - Beiyuan Fu
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | - Fengtang Yang
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | | | - Phil Chapman
- Cancer Research UK, Manchester Institute, Manchester, UK
| | | | - Mathew J Garnett
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK
| | | | - David J Adams
- Wellcome Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK.
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Hafeez A, Gě Q, Zhāng Q, Lǐ J, Gōng J, Liú R, Shí Y, Shāng H, Liú À, Iqbal MS, Dèng X, Razzaq A, Ali M, Yuán Y, Gǒng W. Multi-responses of O-methyltransferase genes to salt stress and fiber development of Gossypium species. BMC PLANT BIOLOGY 2021; 21:37. [PMID: 33430775 PMCID: PMC7798291 DOI: 10.1186/s12870-020-02786-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 12/07/2020] [Indexed: 06/12/2023]
Abstract
BACKGROUND O-methyltransferases (OMTs) are an important group of enzymes that catalyze the transfer of a methyl group from S-adenosyl-L-methionine to their acceptor substrates. OMTs are divided into several groups according to their structural features. In Gossypium species, they are involved in phenolics and flavonoid pathways. Phenolics defend the cellulose fiber from dreadful external conditions of biotic and abiotic stresses, promoting strength and growth of plant cell wall. RESULTS An OMT gene family, containing a total of 192 members, has been identified and characterized in three main Gossypium species, G. hirsutum, G. arboreum and G. raimondii. Cis-regulatory elements analysis suggested important roles of OMT genes in growth, development, and defense against stresses. Transcriptome data of different fiber developmental stages in Chromosome Substitution Segment Lines (CSSLs), Recombination Inbred Lines (RILs) with excellent fiber quality, and standard genetic cotton cultivar TM-1 demonstrate that up-regulation of OMT genes at different fiber developmental stages, and abiotic stress treatments have some significant correlations with fiber quality formation, and with salt stress response. Quantitative RT-PCR results revealed that GhOMT10_Dt and GhOMT70_At genes had a specific expression in response to salt stress while GhOMT49_At, GhOMT49_Dt, and GhOMT48_At in fiber elongation and secondary cell wall stages. CONCLUSIONS Our results indicate that O-methyltransferase genes have multi-responses to salt stress and fiber development in Gossypium species and that they may contribute to salt tolerance or fiber quality formation in Gossypium.
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Affiliation(s)
- Abdul Hafeez
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
- Sindh Agriculture University Tandojam, Hyderabad, Sindh, 70060, Pakistan
| | - Qún Gě
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Qí Zhāng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Jùnwén Lǐ
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Jǔwǔ Gōng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Ruìxián Liú
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Yùzhēn Shí
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Hǎihóng Shāng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Àiyīng Liú
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Muhammad S Iqbal
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Xiǎoyīng Dèng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Abdul Razzaq
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Muharam Ali
- Sindh Agriculture University Tandojam, Hyderabad, Sindh, 70060, Pakistan.
| | - Yǒulù Yuán
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
| | - Wànkuí Gǒng
- State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
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Dermauw W, Van Leeuwen T, Feyereisen R. Diversity and evolution of the P450 family in arthropods. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2020; 127:103490. [PMID: 33169702 DOI: 10.1016/j.ibmb.2020.103490] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/09/2020] [Accepted: 10/09/2020] [Indexed: 05/13/2023]
Abstract
The P450 family (CYP genes) of arthropods encodes diverse enzymes involved in the metabolism of foreign compounds and in essential endocrine or ecophysiological functions. The P450 sequences (CYPome) from 40 arthropod species were manually curated, including 31 complete CYPomes, and a maximum likelihood phylogeny of nearly 3000 sequences is presented. Arthropod CYPomes are assembled from members of six CYP clans of variable size, the CYP2, CYP3, CYP4 and mitochondrial clans, as well as the CYP20 and CYP16 clans that are not found in Neoptera. CYPome sizes vary from two dozen genes in some parasitic species to over 200 in species as diverse as collembolans or ticks. CYPomes are comprised of few CYP families with many genes and many CYP families with few genes, and this distribution is the result of dynamic birth and death processes. Lineage-specific expansions or blooms are found throughout the phylogeny and often result in genomic clusters that appear to form a reservoir of catalytic diversity maintained as heritable units. Among the many P450s with physiological functions, six CYP families are involved in ecdysteroid metabolism. However, five so-called Halloween genes are not universally represented and do not constitute the unique pathway of ecdysteroid biosynthesis. The diversity of arthropod CYPomes has only partially been uncovered to date and many P450s with physiological functions regulating the synthesis and degradation of endogenous signal molecules (including ecdysteroids) and semiochemicals (including pheromones and defense chemicals) remain to be discovered. Sequence diversity of arthropod P450s is extreme, and P450 sequences lacking the universally conserved Cys ligand to the heme have evolved several times. A better understanding of P450 evolution is needed to discern the relative contributions of stochastic processes and adaptive processes in shaping the size and diversity of CYPomes.
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Affiliation(s)
- Wannes Dermauw
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
| | - Thomas Van Leeuwen
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
| | - René Feyereisen
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000, Ghent, Belgium; Department of Plant and Environmental Sciences, University of Copenhagen, 40 Thorvaldsensvej, DK-1871, Frederiksberg C, Copenhagen, Denmark.
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5
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Sharma V, Mobeen F, Prakash T. In silico functional and evolutionary analyses of rubber oxygenases (RoxA and RoxB). 3 Biotech 2020; 10:376. [PMID: 32802718 PMCID: PMC7406594 DOI: 10.1007/s13205-020-02371-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 07/28/2020] [Indexed: 12/01/2022] Open
Abstract
The study presents an in silico identification of poly (cis-1,4-isoprene) cleaving enzymes, viz., RoxA and RoxB in bacteria, followed by their functional and evolutionary exploration using comparative genomics. The orthologs of these proteins were found to be restricted to Gram-negative beta-, gamma-, and delta-proteobacteria. Toward the evolutionary propagation, the RoxA and RoxB genes were predicted to have evolved via a common interclass route of horizontal gene transfer in the phylum Proteobacteria (delta → gamma → beta). Besides, recombination, mutation, and gene conversion were also detected in both the genes leading to their diversification. Further, the differential selective pressure is predicted to be operating on entire RoxA and RoxB genes such that the former is diversifying further, whereas the latter is evolving to reduce its genetic diversity. However, the structurally and functionally important sites/residues of these genes were found to be preventing changes implying their evolutionary conservation. Further, the phylogenetic analysis demonstrated a sharp split between the RoxA and RoxB orthologs and indicated the emergence of their variant as another type of putative rubber oxygenase (RoxC) in the class Gammaproteobacteria. A detailed in silico analysis of the signature motifs and residues of Rox sequences exhibited important differences as well as similarities among the RoxA, RoxB, and putative RoxC sequences. Although RoxC appears to be a hybrid of RoxA and RoxB, the signature motifs and residues of RoxC are more similar to RoxB.
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Affiliation(s)
- Vikas Sharma
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, Mandi, 175005 Himachal Pradesh India
| | - Fauzul Mobeen
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, Mandi, 175005 Himachal Pradesh India
| | - Tulika Prakash
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, Mandi, 175005 Himachal Pradesh India
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6
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Rego ROM, Trentelman JJA, Anguita J, Nijhof AM, Sprong H, Klempa B, Hajdusek O, Tomás-Cortázar J, Azagi T, Strnad M, Knorr S, Sima R, Jalovecka M, Fumačová Havlíková S, Ličková M, Sláviková M, Kopacek P, Grubhoffer L, Hovius JW. Counterattacking the tick bite: towards a rational design of anti-tick vaccines targeting pathogen transmission. Parasit Vectors 2019; 12:229. [PMID: 31088506 PMCID: PMC6518728 DOI: 10.1186/s13071-019-3468-x] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 04/29/2019] [Indexed: 02/07/2023] Open
Abstract
Hematophagous arthropods are responsible for the transmission of a variety of pathogens that cause disease in humans and animals. Ticks of the Ixodes ricinus complex are vectors for some of the most frequently occurring human tick-borne diseases, particularly Lyme borreliosis and tick-borne encephalitis virus (TBEV). The search for vaccines against these diseases is ongoing. Efforts during the last few decades have primarily focused on understanding the biology of the transmitted viruses, bacteria and protozoans, with the goal of identifying targets for intervention. Successful vaccines have been developed against TBEV and Lyme borreliosis, although the latter is no longer available for humans. More recently, the focus of intervention has shifted back to where it was initially being studied which is the vector. State of the art technologies are being used for the identification of potential vaccine candidates for anti-tick vaccines that could be used either in humans or animals. The study of the interrelationship between ticks and the pathogens they transmit, including mechanisms of acquisition, persistence and transmission have come to the fore, as this knowledge may lead to the identification of critical elements of the pathogens' life-cycle that could be targeted by vaccines. Here, we review the status of our current knowledge on the triangular relationships between ticks, the pathogens they carry and the mammalian hosts, as well as methods that are being used to identify anti-tick vaccine candidates that can prevent the transmission of tick-borne pathogens.
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Affiliation(s)
- Ryan O. M. Rego
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | - Jos J. A. Trentelman
- Amsterdam UMC, Location AMC, Center for Experimental and Molecular Medicine, Amsterdam, The Netherlands
| | - Juan Anguita
- CIC bioGUNE, 48160 Derio, Spain
- Ikerbasque, Basque Foundation for Science, 48012 Bilbao, Spain
| | - Ard M. Nijhof
- Institute for Parasitology and Tropical Veterinary Medicine, Freie Universität Berlin, Berlin, Germany
| | - Hein Sprong
- Centre for Zoonoses and Environmental Microbiology, Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Boris Klempa
- Institute of Virology, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Ondrej Hajdusek
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | | | - Tal Azagi
- Centre for Zoonoses and Environmental Microbiology, Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Martin Strnad
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
- Faculty of Science, University of South Bohemia, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | - Sarah Knorr
- Institute for Parasitology and Tropical Veterinary Medicine, Freie Universität Berlin, Berlin, Germany
| | - Radek Sima
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | - Marie Jalovecka
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
- Faculty of Science, University of South Bohemia, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | - Sabína Fumačová Havlíková
- Institute of Virology, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Martina Ličková
- Institute of Virology, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Monika Sláviková
- Institute of Virology, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Petr Kopacek
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
- Faculty of Science, University of South Bohemia, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | - Libor Grubhoffer
- Biology Centre, Institute of Parasitology, Czech Academy of Sciences, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
- Faculty of Science, University of South Bohemia, Branišovská 31, 37005 Ceske Budejovice, Czech Republic
| | - Joppe W. Hovius
- Amsterdam UMC, Location AMC, Center for Experimental and Molecular Medicine, Amsterdam, The Netherlands
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Espinosa PJ, Alberdi P, Villar M, Cabezas-Cruz A, de la Fuente J. Heat Shock Proteins in Vector-pathogen Interactions: The Anaplasma phagocytophilum Model. ACTA ACUST UNITED AC 2018. [DOI: 10.1007/978-3-319-73377-7_15] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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8
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Sousa F, Bertrand YJK, Doyle JJ, Oxelman B, Pfeil BE. Using Genomic Location and Coalescent Simulation to Investigate Gene Tree Discordance in Medicago L. Syst Biol 2018; 66:934-949. [PMID: 28177088 DOI: 10.1093/sysbio/syx035] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 02/01/2017] [Indexed: 12/28/2022] Open
Abstract
Several well-documented evolutionary processes are known to cause conflict between species-level phylogenies and gene-level phylogenies. Three of the most challenging processes for species tree inference are incomplete lineage sorting, hybridization and gene duplication, which may result in unwarranted comparisons of paralogous genes. Several existing methods have dealt with these processes but none has yet been able to untangle all three at once. Here, we propose a stepwise method by which these processes can be discerned using information on genomic location coupled with coalescent simulations. In the first step, highly discordant genes within genomic blocks (putative paralogs) are identified and excluded from the data set and, in the second step, blocks of linked genes are grouped according to their hybrid history. Existing multispecies coalescent software can then be applied to recover the principal tree(s) that make up the species tree/network without violating the underlying model. The potential of the approach is evaluated on simulated data derived from a species network composed of nine species, of which one is of hybrid origin, and displaying a single-gene duplication that leads to paralogous comparisons. We apply our method to an empirical set of 12 genes from 7 species sampled in the plant genus Medicago that display phylogenetic discordance. We identify the causes of the discordance and demonstrate that the Medicago orbicularis lineage experienced an episode of ancient hybridization. Our results show promise as a new way to explore phylogenetic sequence data that can significantly improve species tree inference in presence of hybridization and undetected paralogy or other causes leading to extremely discordant gene trees. [Coalescent simulation; gene tree; genomic location; hybridization; incomplete lineage sorting; paralogy; phylogenetic incongruence; principal tree; species tree.].
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Affiliation(s)
- F Sousa
- Department of Biological and Environmental Sciences, University of Gothenburg, Box 461, 40530 Gothenburg, Sweden
| | - Y J K Bertrand
- Department of Biological and Environmental Sciences, University of Gothenburg, Box 461, 40530 Gothenburg, Sweden
| | - J J Doyle
- Department of Plant Biology, Cornell University, 404 Mann Library Building, Ithaca, NY 14853, USA
| | - B Oxelman
- Department of Biological and Environmental Sciences, University of Gothenburg, Box 461, 40530 Gothenburg, Sweden
| | - B E Pfeil
- Department of Biological and Environmental Sciences, University of Gothenburg, Box 461, 40530 Gothenburg, Sweden
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9
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Grabowski JM, Hill CA. A Roadmap for Tick-Borne Flavivirus Research in the "Omics" Era. Front Cell Infect Microbiol 2017; 7:519. [PMID: 29312896 PMCID: PMC5744076 DOI: 10.3389/fcimb.2017.00519] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 12/05/2017] [Indexed: 12/30/2022] Open
Abstract
Tick-borne flaviviruses (TBFs) affect human health globally. Human vaccines provide protection against some TBFs, and antivirals are available, yet TBF-specific control strategies are limited. Advances in genomics offer hope to understand the viral complement transmitted by ticks, and to develop disruptive, data-driven technologies for virus detection, treatment, and control. The genome assemblies of Ixodes scapularis, the North American tick vector of the TBF, Powassan virus, and other tick vectors, are providing insights into tick biology and pathogen transmission and serve as nucleation points for expanded genomic research. Systems biology has yielded insights to the response of tick cells to viral infection at the transcript and protein level, and new protein targets for vaccines to limit virus transmission. Reverse vaccinology approaches have moved candidate tick antigenic epitopes into vaccine development pipelines. Traditional drug and in silico screening have identified candidate antivirals, and target-based approaches have been developed to identify novel acaricides. Yet, additional genomic resources are required to expand TBF research. Priorities include genome assemblies for tick vectors, “omic” studies involving high consequence pathogens and vectors, and emphasizing viral metagenomics, tick-virus metabolomics, and structural genomics of TBF and tick proteins. Also required are resources for forward genetics, including the development of tick strains with quantifiable traits, genetic markers and linkage maps. Here we review the current state of genomic research on ticks and tick-borne viruses with an emphasis on TBFs. We outline an ambitious 10-year roadmap for research in the “omics era,” and explore key milestones needed to accomplish the goal of delivering three new vaccines, antivirals and acaricides for TBF control by 2030.
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Affiliation(s)
- Jeffrey M Grabowski
- Biology of Vector-Borne Viruses Section, Laboratory of Virology, Rocky Mountain Laboratories, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, United States
| | - Catherine A Hill
- Department of Entomology, Purdue University, West Lafayette, IN, United States.,Purdue Institute of Inflammation, Immunology and Infectious Disease, Purdue University, West Lafayette, IN, United States
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10
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Mans BJ, Featherston J, de Castro MH, Pienaar R. Gene Duplication and Protein Evolution in Tick-Host Interactions. Front Cell Infect Microbiol 2017; 7:413. [PMID: 28993800 PMCID: PMC5622192 DOI: 10.3389/fcimb.2017.00413] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Accepted: 09/06/2017] [Indexed: 01/01/2023] Open
Abstract
Ticks modulate their hosts' defense responses by secreting a biopharmacopiea of hundreds to thousands of proteins and bioactive chemicals into the feeding site (tick-host interface). These molecules and their functions evolved over millions of years as ticks adapted to blood-feeding, tick lineages diverged, and host-shifts occurred. The evolution of new proteins with new functions is mainly dependent on gene duplication events. Central questions around this are the rates of gene duplication, when they occurred and how new functions evolve after gene duplication. The current review investigates these questions in the light of tick biology and considers the possibilities of ancient genome duplication, lineage specific expansion events, and the role that positive selection played in the evolution of tick protein function. It contrasts current views in tick biology regarding adaptive evolution with the more general view that neutral evolution may account for the majority of biological innovations observed in ticks.
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Affiliation(s)
- Ben J Mans
- Epidemiology, Parasites and Vectors, Agricultural Research Council-Onderstepoort Veterinary ResearchOnderstepoort, South Africa.,Department of Veterinary Tropical Diseases, University of PretoriaPretoria, South Africa.,Department of Life and Consumer Sciences, University of South AfricaPretoria, South Africa
| | - Jonathan Featherston
- Agricultural Research Council-The Biotechnology PlatformOnderstepoort, South Africa
| | - Minique H de Castro
- Epidemiology, Parasites and Vectors, Agricultural Research Council-Onderstepoort Veterinary ResearchOnderstepoort, South Africa.,Department of Life and Consumer Sciences, University of South AfricaPretoria, South Africa.,Agricultural Research Council-The Biotechnology PlatformOnderstepoort, South Africa
| | - Ronel Pienaar
- Epidemiology, Parasites and Vectors, Agricultural Research Council-Onderstepoort Veterinary ResearchOnderstepoort, South Africa
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11
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Ritchie H, Jamieson AJ, Piertney SB. Genome size variation in deep-sea amphipods. ROYAL SOCIETY OPEN SCIENCE 2017; 4:170862. [PMID: 28989783 PMCID: PMC5627123 DOI: 10.1098/rsos.170862] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 08/16/2017] [Indexed: 06/07/2023]
Abstract
Genome size varies considerably across taxa, and extensive research effort has gone into understanding whether variation can be explained by differences in key ecological and life-history traits among species. The extreme environmental conditions that characterize the deep sea have been hypothesized to promote large genome sizes in eukaryotes. Here we test this supposition by examining genome sizes among 13 species of deep-sea amphipods from the Mariana, Kermadec and New Hebrides trenches. Genome sizes were estimated using flow cytometry and found to vary nine-fold, ranging from 4.06 pg (4.04 Gb) in Paralicella caperesca to 34.79 pg (34.02 Gb) in Alicella gigantea. Phylogenetic independent contrast analysis identified a relationship between genome size and maximum body size, though this was largely driven by those species that display size gigantism. There was a distinct shift in the genome size trait diversification rate in the supergiant amphipod A. gigantea relative to the rest of the group. The variation in genome size observed is striking and argues against genome size being driven by a common evolutionary history, ecological niche and life-history strategy in deep-sea amphipods.
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Affiliation(s)
- H. Ritchie
- Institute of Biological and Environmental Sciences, University of Aberdeen, Zoology Building, Aberdeen AB24 2TZ, UK
| | - A. J. Jamieson
- Oceanlab, University of Aberdeen, Newburgh, Aberdeenshire AB41 6AA, UK
| | - S. B. Piertney
- Institute of Biological and Environmental Sciences, University of Aberdeen, Zoology Building, Aberdeen AB24 2TZ, UK
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12
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Global map of oxytocin/vasopressin-like neuropeptide signalling in insects. Sci Rep 2016; 6:39177. [PMID: 27958372 PMCID: PMC5153645 DOI: 10.1038/srep39177] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 11/18/2016] [Indexed: 01/31/2023] Open
Abstract
Oxytocin and vasopressin mediate a range of physiological functions that are important for osmoregulation, reproduction, social behaviour, memory and learning. The origin of this signalling system is thought to date back ~600 million years. Oxytocin/vasopressin-like peptides have been identified in several invertebrate species and they appear to be functionally related across the entire animal kingdom. There is little information available about the biology of this peptide G protein-coupled receptor signalling system in insects. Recently over 200 insect genome/transcriptome datasets were released allowing investigation of the molecular structure and phylogenetic distribution of the insect oxytocin/vasopressin orthologue – inotocin peptides and their receptors. The signalling system is present in early arthropods and representatives of some early-diverging lineages. However, Trichoptera, Lepidoptera, Siphonaptera, Mecoptera and Diptera, lack the presence of inotocin genes, which suggests the peptide-receptor system was probably lost in their common ancestor ~280 million-years-ago. In addition we detected several losses of the inotocin signalling system in Hemiptera (white flies, scale insects and aphids), and the complete absence in spiders (Chelicerata). This unique insight into evolutionarily patterns and sequence diversity of neuroendocrine hormones will provide opportunities to elucidate the physiology of the inotocin signalling system in one of the largest group of animals.
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13
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de la Fuente J, Waterhouse RM, Sonenshine DE, Roe RM, Ribeiro JM, Sattelle DB, Hill CA. Tick Genome Assembled: New Opportunities for Research on Tick-Host-Pathogen Interactions. Front Cell Infect Microbiol 2016; 6:103. [PMID: 27695689 PMCID: PMC5024572 DOI: 10.3389/fcimb.2016.00103] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2016] [Accepted: 09/01/2016] [Indexed: 12/30/2022] Open
Abstract
As tick-borne diseases are on the rise, an international effort resulted in the sequence and assembly of the first genome of a tick vector. This result promotes research on comparative, functional and evolutionary genomics and the study of tick-host-pathogen interactions to improve human, animal and ecosystem health on a global scale.
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Affiliation(s)
- José de la Fuente
- SaBio, Instituto de Investigación en Recursos Cinegéticos IREC-CSIC-UCLM-JCCMCiudad Real, Spain; Department of Veterinary Pathobiology, Center for Veterinary Health Sciences, Oklahoma State UniversityStillwater, OK, USA
| | - Robert M Waterhouse
- Department of Genetic Medicine and Development, University of Geneva Medical SchoolGeneva, Switzerland; Swiss Institute of BioinformaticsGeneva, Switzerland; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of TechnologyCambridge, MA, USA; Broad Institute of MIT and HarvardCambridge, MA, USA
| | | | - R Michael Roe
- Department of Entomology, North Carolina State University Raleigh, NC, USA
| | - Jose M Ribeiro
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases Rockville, MD, USA
| | | | - Catherine A Hill
- Department of Entomology, Purdue University West Lafayette, IN, USA
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14
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Gulia-Nuss M, Nuss AB, Meyer JM, Sonenshine DE, Roe RM, Waterhouse RM, Sattelle DB, de la Fuente J, Ribeiro JM, Megy K, Thimmapuram J, Miller JR, Walenz BP, Koren S, Hostetler JB, Thiagarajan M, Joardar VS, Hannick LI, Bidwell S, Hammond MP, Young S, Zeng Q, Abrudan JL, Almeida FC, Ayllón N, Bhide K, Bissinger BW, Bonzon-Kulichenko E, Buckingham SD, Caffrey DR, Caimano MJ, Croset V, Driscoll T, Gilbert D, Gillespie JJ, Giraldo-Calderón GI, Grabowski JM, Jiang D, Khalil SMS, Kim D, Kocan KM, Koči J, Kuhn RJ, Kurtti TJ, Lees K, Lang EG, Kennedy RC, Kwon H, Perera R, Qi Y, Radolf JD, Sakamoto JM, Sánchez-Gracia A, Severo MS, Silverman N, Šimo L, Tojo M, Tornador C, Van Zee JP, Vázquez J, Vieira FG, Villar M, Wespiser AR, Yang Y, Zhu J, Arensburger P, Pietrantonio PV, Barker SC, Shao R, Zdobnov EM, Hauser F, Grimmelikhuijzen CJP, Park Y, Rozas J, Benton R, Pedra JHF, Nelson DR, Unger MF, Tubio JMC, Tu Z, Robertson HM, Shumway M, Sutton G, Wortman JR, Lawson D, Wikel SK, Nene VM, Fraser CM, Collins FH, Birren B, Nelson KE, Caler E, Hill CA. Genomic insights into the Ixodes scapularis tick vector of Lyme disease. Nat Commun 2016; 7:10507. [PMID: 26856261 PMCID: PMC4748124 DOI: 10.1038/ncomms10507] [Citation(s) in RCA: 346] [Impact Index Per Article: 43.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2015] [Accepted: 12/12/2015] [Indexed: 01/06/2023] Open
Abstract
Ticks transmit more pathogens to humans and animals than any other arthropod. We describe the 2.1 Gbp nuclear genome of the tick, Ixodes scapularis (Say), which vectors pathogens that cause Lyme disease, human granulocytic anaplasmosis, babesiosis and other diseases. The large genome reflects accumulation of repetitive DNA, new lineages of retro-transposons, and gene architecture patterns resembling ancient metazoans rather than pancrustaceans. Annotation of scaffolds representing ∼57% of the genome, reveals 20,486 protein-coding genes and expansions of gene families associated with tick-host interactions. We report insights from genome analyses into parasitic processes unique to ticks, including host 'questing', prolonged feeding, cuticle synthesis, blood meal concentration, novel methods of haemoglobin digestion, haem detoxification, vitellogenesis and prolonged off-host survival. We identify proteins associated with the agent of human granulocytic anaplasmosis, an emerging disease, and the encephalitis-causing Langat virus, and a population structure correlated to life-history traits and transmission of the Lyme disease agent.
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Affiliation(s)
- Monika Gulia-Nuss
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Andrew B. Nuss
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Jason M. Meyer
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Daniel E. Sonenshine
- Department of Biological Sciences, Old Dominion University, Norfolk, Virginina 23529, USA
| | - R. Michael Roe
- Department of Entomology, North Carolina State University, Raleigh, North Carolina 27695, USA
| | - Robert M. Waterhouse
- Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva 1211, Switzerland
- Swiss Institute of Bioinformatics, Geneva 1211, Switzerland
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - David B. Sattelle
- Centre for Respiratory Biology, UCL Respiratory Department, Division of Medicine, University College London, Rayne Building, 5 University Street, London WC1E 6JF, UK
| | - José de la Fuente
- SaBio, Instituto de Investigación en Recursos Cinegéticos, IREC-CSIC-UCLM-JCCM, Ronda de Toledo sn, Ciudad Real 13005, Spain
- Department of Veterinary Pathobiology, Center for Veterinary Health Sciences, Oklahoma State University, 250 McElroy Hall, Stillwater, Oklahama 74078, USA
| | - Jose M. Ribeiro
- Laboratory of Malaria and Vector Research, NIAID, Rockville, Maryland 20852, USA
| | - Karine Megy
- VectorBase/EMBL-EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, UK
| | - Jyothi Thimmapuram
- Bioinformatics Core, Purdue University, West Lafayette, Indiana 47907, USA
| | | | | | - Sergey Koren
- J. Craig Venter Institute, Rockville, Maryland 20850, USA
| | | | | | | | | | - Shelby Bidwell
- J. Craig Venter Institute, Rockville, Maryland 20850, USA
| | - Martin P. Hammond
- VectorBase/EMBL-EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, UK
| | - Sarah Young
- Genome Sequencing and Analysis Program, Broad Institute, Cambridge, Massachusetts 02142, USA
| | - Qiandong Zeng
- Genome Sequencing and Analysis Program, Broad Institute, Cambridge, Massachusetts 02142, USA
| | - Jenica L. Abrudan
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana 46556, USA
| | - Francisca C. Almeida
- Departament de Genètica & Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Barcelona E-08028, Spain
| | - Nieves Ayllón
- SaBio, Instituto de Investigación en Recursos Cinegéticos, IREC-CSIC-UCLM-JCCM, Ronda de Toledo sn, Ciudad Real 13005, Spain
| | - Ketaki Bhide
- Bioinformatics Core, Purdue University, West Lafayette, Indiana 47907, USA
| | - Brooke W. Bissinger
- Department of Entomology, North Carolina State University, Raleigh, North Carolina 27695, USA
| | - Elena Bonzon-Kulichenko
- Vascular Physiopathology, Centro Nacional de Investigaciones Cardiovasculares, Madrid 28029, Spain
| | - Steven D. Buckingham
- Centre for Respiratory Biology, UCL Respiratory Department, Division of Medicine, University College London, Rayne Building, 5 University Street, London WC1E 6JF, UK
| | - Daniel R. Caffrey
- Department of Medicine, Division of Infectious Diseases, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Melissa J. Caimano
- Department of Medicine, University of Connecticut Health Center, Farmington, Connecticut 06030, USA
| | - Vincent Croset
- Center for Integrative Genomics, Faculty of Biology and Medicine, University of Lausanne, Lausanne CH-1015, Switzerland
| | - Timothy Driscoll
- Genetics, Bioinformatics, and Computational Biology Program, Virginia Bioinformatics Institute at Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Don Gilbert
- Department of Biology, Indiana University, Bloomington, Indiana 47405, USA
| | - Joseph J. Gillespie
- Genetics, Bioinformatics, and Computational Biology Program, Virginia Bioinformatics Institute at Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Gloria I. Giraldo-Calderón
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana 46556, USA
| | - Jeffrey M. Grabowski
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
- Department Biological Sciences, Markey Center for Structural Biology, Purdue University, West Lafayette, Indiana 47907, USA
| | - David Jiang
- Department of Biochemistry, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Sayed M. S. Khalil
- Department of Microbial Molecular Biology, Agricultural Genetic Engineering Research Institute, Giza 12619, Egypt
| | - Donghun Kim
- Department of Entomology, Texas A&M University, College Station, Texas 77843, USA
| | - Katherine M. Kocan
- Department of Veterinary Pathobiology, Center for Veterinary Health Sciences, Oklahoma State University, 250 McElroy Hall, Stillwater, Oklahama 74078, USA
| | - Juraj Koči
- Department of Entomology, Kansas State University, Manhattan, Kansas 66506, USA
| | - Richard J. Kuhn
- Department Biological Sciences, Markey Center for Structural Biology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Timothy J. Kurtti
- Department of Entomology, University of Minnesota, St Paul, Minnesota 55108, USA
| | - Kristin Lees
- Department of Neurosystems, Faculty of Life Sciences, University of Manchester, Manchester M13 9PT, UK
| | - Emma G. Lang
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Ryan C. Kennedy
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California 94143, USA
| | - Hyeogsun Kwon
- Department of Entomology, Texas A&M University, College Station, Texas 77843, USA
| | - Rushika Perera
- Department Biological Sciences, Markey Center for Structural Biology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Yumin Qi
- Department of Biochemistry, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Justin D. Radolf
- Department of Medicine, University of Connecticut Health Center, Farmington, Connecticut 06030, USA
| | - Joyce M. Sakamoto
- Department of Entomology, The Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Alejandro Sánchez-Gracia
- Departament de Genètica & Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Barcelona E-08028, Spain
| | - Maiara S. Severo
- Department of Entomology, Center for Disease Vector Research, University of California, Riverside, California 92506, USA
| | - Neal Silverman
- Department of Medicine, Division of Infectious Diseases, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Ladislav Šimo
- Department of Entomology, Kansas State University, Manhattan, Kansas 66506, USA
| | - Marta Tojo
- Department of Pathology, Cambridge Genomic Services, University of Cambridge, Cambridge CB2 1QP, UK
- Department of Physiology, School of Medicine-CIMUS-Instituto de Investigaciones Sanitarias, University of Santiago de Compostela, Santiago de Compostela 15782, Spain
| | - Cristian Tornador
- Department of Experimental and Health Sciences, Universidad Pompeu Fabra, Barcelona 08003, Spain
| | - Janice P. Van Zee
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
| | - Jesús Vázquez
- Vascular Physiopathology, Centro Nacional de Investigaciones Cardiovasculares, Madrid 28029, Spain
| | - Filipe G. Vieira
- Departament de Genètica & Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Barcelona E-08028, Spain
| | - Margarita Villar
- SaBio, Instituto de Investigación en Recursos Cinegéticos, IREC-CSIC-UCLM-JCCM, Ronda de Toledo sn, Ciudad Real 13005, Spain
| | - Adam R. Wespiser
- Department of Medicine, Division of Infectious Diseases, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Yunlong Yang
- Department of Entomology, Texas A&M University, College Station, Texas 77843, USA
| | - Jiwei Zhu
- Department of Entomology, North Carolina State University, Raleigh, North Carolina 27695, USA
| | - Peter Arensburger
- Department of Biological Sciences, California State Polytechnic University, Pomona, California 91768, USA
| | | | - Stephen C. Barker
- Parasitology Section, School of Chemistry & Molecular Biosciences, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Renfu Shao
- GeneCology Research Centre, Faculty of Science, Health, Education and Engineering, University of the Sunshine Coast, Maroochydore, Queensland 4556, Australia
| | - Evgeny M. Zdobnov
- Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva 1211, Switzerland
- Swiss Institute of Bioinformatics, Geneva 1211, Switzerland
| | - Frank Hauser
- Department of Biology, Center for Functional and Comparative Insect Genomics, University of Copenhagen, Copenhagen DK-2100, Denmark
| | - Cornelis J. P. Grimmelikhuijzen
- Department of Biology, Center for Functional and Comparative Insect Genomics, University of Copenhagen, Copenhagen DK-2100, Denmark
| | - Yoonseong Park
- Department of Entomology, Kansas State University, Manhattan, Kansas 66506, USA
| | - Julio Rozas
- Departament de Genètica & Institut de Recerca de la Biodiversitat (IRBio), Universitat de Barcelona, Barcelona E-08028, Spain
| | - Richard Benton
- Center for Integrative Genomics, Faculty of Biology and Medicine, University of Lausanne, Lausanne CH-1015, Switzerland
| | - Joao H. F. Pedra
- Department of Entomology, Center for Disease Vector Research, University of California, Riverside, California 92506, USA
| | - David R. Nelson
- Department of Microbiology, Immunology & Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
| | - Maria F. Unger
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana 46556, USA
| | - Jose M. C. Tubio
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK
- Department of Biochemistry, Genetics and Immunology, University of Vigo, Vigo 36310, Spain
| | - Zhijian Tu
- Department of Biochemistry, Virginia Tech, Blacksburg, Virginia 24061, USA
| | - Hugh M. Robertson
- Department of Entomology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Martin Shumway
- J. Craig Venter Institute, Rockville, Maryland 20850, USA
| | - Granger Sutton
- J. Craig Venter Institute, Rockville, Maryland 20850, USA
| | | | - Daniel Lawson
- VectorBase/EMBL-EBI, Wellcome Trust Genome Campus, Cambridge CB10 1SD, UK
| | - Stephen K. Wikel
- Department of Medical Sciences, Frank H. Netter MD School of Medicine at Quinnipiac University, Hamden, Connecticut 06518, USA
| | | | - Claire M. Fraser
- Institute for Genome Sciences, University of Maryland, School of Medicine, Baltimore, Maryland 21201, USA
| | - Frank H. Collins
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana 46556, USA
| | - Bruce Birren
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | | | - Elisabet Caler
- J. Craig Venter Institute, Rockville, Maryland 20850, USA
| | - Catherine A. Hill
- Department of Entomology, Purdue University, West Lafayette, Indiana 47907, USA
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