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Barletta ABF, Smith JC, Burkart E, Bondarenko S, Sharakhov IV, Criscione F, O'Brochta D, Barillas-Mury C. Mosquito midgut stem cell cellular defense response limits Plasmodium parasite infection. Nat Commun 2024; 15:1422. [PMID: 38365823 PMCID: PMC10873411 DOI: 10.1038/s41467-024-45550-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 01/25/2024] [Indexed: 02/18/2024] Open
Abstract
A novel cellular response of midgut progenitors (stem cells and enteroblasts) to Plasmodium berghei infection was investigated in Anopheles stephensi. The presence of developing oocysts triggers proliferation of midgut progenitors that is modulated by the Jak/STAT pathway and is proportional to the number of oocysts on individual midguts. The percentage of parasites in direct contact with enteroblasts increases over time, as progenitors proliferate. Silencing components of key signaling pathways through RNA interference (RNAi) that enhance proliferation of progenitor cells significantly decreased oocyst numbers, while limiting proliferation of progenitors increased oocyst survival. Live imaging revealed that enteroblasts interact directly with oocysts and eliminate them. Midgut progenitors sense the presence of Plasmodium oocysts and mount a cellular defense response that involves extensive proliferation and tissue remodeling, followed by oocysts lysis and phagocytosis of parasite remnants by enteroblasts.
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Affiliation(s)
- Ana-Beatriz F Barletta
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, 20852, USA.
| | - Jamie C Smith
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, 20852, USA
| | - Emily Burkart
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, 20852, USA
| | - Simon Bondarenko
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Igor V Sharakhov
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
| | - Frank Criscione
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, 20852, USA
| | - David O'Brochta
- Institute for Bioscience and Biotechnology Research and Department of Entomology University of Maryland-College Park, Rockville, MD, 20850, USA
| | - Carolina Barillas-Mury
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health, Rockville, MD, 20852, USA.
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Barletta ABF, Smith JC, Burkart E, Bondarenko S, Sharakhov I, Criscione F, O’Brochta D, Barillas-Mury C. Mosquito midgut stem cell cellular defense response limits Plasmodium parasite infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.02.551669. [PMID: 37577486 PMCID: PMC10418181 DOI: 10.1101/2023.08.02.551669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
A novel cellular response of midgut progenitors (stem cells and enteroblasts) to Plasmodium berghei infection was investigated in Anopheles stephensi. The presence of developing oocysts triggers proliferation of midgut progenitors that is modulated by the Jak/STAT pathway, and proportional to the number of oocysts on individual midguts. The percentage of parasites in direct contact with enteroblasts increases over time, as progenitors proliferate. Enhancing proliferation of progenitors significantly decreases oocyst numbers, while limiting proliferation increases oocyst survival. Live imaging revealed that enteroblasts interact directly with oocysts and eliminate them. Midgut progenitors sense the presence of Plasmodium oocysts and mount a cellular defense response that involves extensive proliferation and tissue remodeling, followed by oocysts lysis and phagocytosis of parasite remnants by enteroblasts.
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Affiliation(s)
- Ana-Beatriz F. Barletta
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health; Rockville, Maryland, 20852, USA
| | - Jamie C. Smith
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health; Rockville, Maryland, 20852, USA
| | - Emily Burkart
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health; Rockville, Maryland, 20852, USA
| | - Simon Bondarenko
- Department of Entomology, Virginia Polytechnic Institute and State University; Blacksburg, Virginia, 24060, USA
| | - Igor Sharakhov
- Department of Entomology, Virginia Polytechnic Institute and State University; Blacksburg, Virginia, 24060, USA
| | - Frank Criscione
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health; Rockville, Maryland, 20852, USA
| | - David O’Brochta
- Institute for Bioscience and Biotechnology Research and Department of Entomology University of Maryland-College Park; Rockville, Maryland, 20850, USA
| | - Carolina Barillas-Mury
- Laboratory of Malaria and Vector Research, National Institutes of Allergy and Infectious Diseases, National Institutes of Health; Rockville, Maryland, 20852, USA
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Yurchenko AA, Naumenko AN, Artemov GN, Karagodin DA, Hodge JM, Velichevskaya AI, Kokhanenko AA, Bondarenko SM, Abai MR, Kamali M, Gordeev MI, Moskaev AV, Caputo B, Aghayan SA, Baricheva EM, Stegniy VN, Sharakhova MV, Sharakhov IV. Phylogenomics revealed migration routes and adaptive radiation timing of Holarctic malaria mosquito species of the Maculipennis Group. BMC Biol 2023; 21:63. [PMID: 37032389 PMCID: PMC10084679 DOI: 10.1186/s12915-023-01538-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 02/08/2023] [Indexed: 04/11/2023] Open
Abstract
BACKGROUND Phylogenetic analyses of closely related species of mosquitoes are important for better understanding the evolution of traits contributing to transmission of vector-borne diseases. Six out of 41 dominant malaria vectors of the genus Anopheles in the world belong to the Maculipennis Group, which is subdivided into two Nearctic subgroups (Freeborni and Quadrimaculatus) and one Palearctic (Maculipennis) subgroup. Although previous studies considered the Nearctic subgroups as ancestral, details about their relationship with the Palearctic subgroup, and their migration times and routes from North America to Eurasia remain controversial. The Palearctic species An. beklemishevi is currently included in the Nearctic Quadrimaculatus subgroup adding to the uncertainties in mosquito systematics. RESULTS To reconstruct historic relationships in the Maculipennis Group, we conducted a phylogenomic analysis of 11 Palearctic and 2 Nearctic species based on sequences of 1271 orthologous genes. The analysis indicated that the Palearctic species An. beklemishevi clusters together with other Eurasian species and represents a basal lineage among them. Also, An. beklemishevi is related more closely to An. freeborni, which inhabits the Western United States, rather than to An. quadrimaculatus, a species from the Eastern United States. The time-calibrated tree suggests a migration of mosquitoes in the Maculipennis Group from North America to Eurasia about 20-25 million years ago through the Bering Land Bridge. A Hybridcheck analysis demonstrated highly significant signatures of introgression events between allopatric species An. labranchiae and An. beklemishevi. The analysis also identified ancestral introgression events between An. sacharovi and its Nearctic relative An. freeborni despite their current geographic isolation. The reconstructed phylogeny suggests that vector competence and the ability to enter complete diapause during winter evolved independently in different lineages of the Maculipennis Group. CONCLUSIONS Our phylogenomic analyses reveal migration routes and adaptive radiation timing of Holarctic malaria vectors and strongly support the inclusion of An. beklemishevi into the Maculipennis Subgroup. Detailed knowledge of the evolutionary history of the Maculipennis Subgroup provides a framework for examining the genomic changes related to ecological adaptation and susceptibility to human pathogens. These genomic variations may inform researchers about similar changes in the future providing insights into the patterns of disease transmission in Eurasia.
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Affiliation(s)
- Andrey A Yurchenko
- Department of Entomology, the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
- Kurchatov Genomics Center, the Federal Research Center, Institute of Cytology and Genetics, Novosibirsk, Russia
- Current Address: INSERM U981, Gustave Roussy Institute, Université Paris-Saclay, Villejuif, France
| | - Anastasia N Naumenko
- Department of Entomology, the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Gleb N Artemov
- Department of Genetics and Cell Biology and the Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia
| | - Dmitry A Karagodin
- Laboratory of Cell Differentiation Mechanisms, the Federal Research Center, Institute of Cytology and Genetics, Novosibirsk, Russia
| | - James M Hodge
- Department of Entomology, the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Alena I Velichevskaya
- Department of Genetics and Cell Biology and the Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia
| | - Alina A Kokhanenko
- Department of Genetics and Cell Biology and the Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia
| | - Semen M Bondarenko
- Department of Entomology, the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
- Department of Genetics and Cell Biology and the Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia
| | - Mohammad R Abai
- Department of Medical Entomology and Vector Control, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Kamali
- Department of Medical Entomology and Parasitology, Tarbiat Modares University, Tehran, Iran
| | - Mikhail I Gordeev
- Department of General Biology and Ecology, State University of Education, Mytishchi, Russia
| | - Anton V Moskaev
- Department of General Biology and Ecology, State University of Education, Mytishchi, Russia
| | - Beniamino Caputo
- Dipartimento Di Sanità Pubblica E Malattie Infettive, Università Sapienza, Rome, Italy
| | - Sargis A Aghayan
- Scientific Center of Zoology and Hydroecology, National Academy of Sciences of the Republic of Armenia, Yerevan, Armenia
- Department of Zoology, Yerevan State University, Yerevan, Armenia
| | - Elina M Baricheva
- Laboratory of Cell Differentiation Mechanisms, the Federal Research Center, Institute of Cytology and Genetics, Novosibirsk, Russia
| | - Vladimir N Stegniy
- Department of Genetics and Cell Biology and the Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia
| | - Maria V Sharakhova
- Department of Entomology, the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA.
- Laboratory of Cell Differentiation Mechanisms, the Federal Research Center, Institute of Cytology and Genetics, Novosibirsk, Russia.
| | - Igor V Sharakhov
- Department of Entomology, the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA.
- Department of Genetics and Cell Biology and the Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia.
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Liang J, Bondarenko SM, Sharakhov IV, Sharakhova MV. Obtaining Polytene, Meiotic, and Mitotic Chromosomes from Mosquitoes for Cytogenetic Analysis. Cold Spring Harb Protoc 2022; 2022:591-598. [PMID: 35960616 DOI: 10.1101/pdb.prot107872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Chromosome visualization is a key step for developing cytogenetic maps and idiograms, analyzing inversion polymorphisms, and identifying mosquito species. Three types of chromosomes-polytene, mitotic, and meiotic-are used in cytogenetic studies of mosquitoes. Here, we describe a detailed method for obtaining high-quality polytene chromosome preparations from the salivary glands of larvae and the ovaries of females for Anopheles mosquitoes. We also describe how to obtain mitotic chromosomes from imaginal discs of fourth-instar larvae and meiotic chromosomes from the testes of male pupae for all mosquitoes. These chromosomes can be used for fluorescence in situ hybridization (FISH), a fundamental technique in cytogenetic research that is used for physical genome mapping, detecting chromosomal rearrangements, and studying chromosome organization.
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Affiliation(s)
- Jiangtao Liang
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA
| | - Simon M Bondarenko
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA.,Department of Genetics and Cell Biology, Tomsk State University, Tomsk 634050, Russia
| | - Igor V Sharakhov
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA.,Department of Genetics and Cell Biology, Tomsk State University, Tomsk 634050, Russia
| | - Maria V Sharakhova
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA .,Laboratory of Evolutionary Genomics of Insects, Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, Novosibirsk 630090, Russia
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5
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Liang J, Bondarenko SM, Sharakhov IV, Sharakhova MV. Visualization of the Linear and Spatial Organization of Chromosomes in Mosquitoes. Cold Spring Harb Protoc 2022; 2022:585-590. [PMID: 35960626 DOI: 10.1101/pdb.top107732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Mosquitoes are vectors of dangerous human diseases such as malaria, dengue, Zika, West Nile fever, and lymphatic filariasis. Visualization of the linear and spatial organization of mosquito chromosomes is important for understanding genome structure and function. Utilization of chromosomal inversions as markers for population genetics studies yields insights into mosquito adaptation and evolution. Cytogenetic approaches assist with the development of chromosome-scale genome assemblies that are useful tools for studying mosquito biology and for designing novel vector control strategies. Fluorescence in situ hybridization is a powerful technique for localizing specific DNA sequences within the linear chromosome structure and within the spatial organization of the cell nucleus. Here, we introduce protocols used in our laboratories for chromosome visualization and their application in mosquitoes.
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Affiliation(s)
- Jiangtao Liang
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA
| | - Simon M Bondarenko
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA.,Department of Genetics and Cell Biology, Tomsk State University, Tomsk 634050, Russia
| | - Igor V Sharakhov
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA.,Department of Genetics and Cell Biology, Tomsk State University, Tomsk 634050, Russia
| | - Maria V Sharakhova
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24060, USA .,Laboratory of Evolutionary Genomics of Insects, Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, Novosibirsk 630090, Russia
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6
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Masri RA, Karagodin DA, Sharma A, Sharakhova MV. A Gene-Based Method for Cytogenetic Mapping of Repeat-Rich Mosquito Genomes. INSECTS 2021; 12:138. [PMID: 33561960 PMCID: PMC7916018 DOI: 10.3390/insects12020138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 01/19/2021] [Accepted: 02/01/2021] [Indexed: 11/30/2022]
Abstract
Long-read sequencing technologies have opened up new avenues of research on the mosquito genome biology, enabling scientists to better understand the remarkable abilities of vectors for transmitting pathogens. Although new genome mapping technologies such as Hi-C scaffolding and optical mapping may significantly improve the quality of genomes, only cytogenetic mapping, with the help of fluorescence in situ hybridization (FISH), connects genomic scaffolds to a particular chromosome and chromosome band. This mapping approach is important for creating and validating chromosome-scale genome assemblies for mosquitoes with repeat-rich genomes, which can potentially be misassembled. In this study, we describe a new gene-based physical mapping approach that was optimized using the newly assembled Aedes albopictus genome, which is enriched with transposable elements. To avoid amplification of the repetitive DNA, 15 protein-coding gene transcripts were used for the probe design. Instead of using genomic DNA, complementary DNA was utilized as a template for development of the PCR-amplified probes for FISH. All probes were successfully amplified and mapped to specific chromosome bands. The genome-unique probes allowed to perform unambiguous mapping of genomic scaffolds to chromosome regions. The method described in detail here can be used for physical genome mapping in other insects.
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Affiliation(s)
- Reem A. Masri
- Department of Entomology and the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA;
| | - Dmitriy A. Karagodin
- Laboratory of Evolutionary Genomics of Insects, The Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia;
| | - Atashi Sharma
- Department of Biochemistry and the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA;
| | - Maria V. Sharakhova
- Department of Entomology and the Fralin Life Sciences Institute, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA;
- Laboratory of Evolutionary Genomics of Insects, The Federal Research Center Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia;
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7
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Lezcano ÓM, Sánchez-Polo M, Ruiz JL, Gómez-Díaz E. Chromatin Structure and Function in Mosquitoes. Front Genet 2020; 11:602949. [PMID: 33365050 PMCID: PMC7750206 DOI: 10.3389/fgene.2020.602949] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 10/29/2020] [Indexed: 12/27/2022] Open
Abstract
The principles and function of chromatin and nuclear architecture have been extensively studied in model organisms, such as Drosophila melanogaster. However, little is known about the role of these epigenetic processes in transcriptional regulation in other insects including mosquitoes, which are major disease vectors and a worldwide threat for human health. Some of these life-threatening diseases are malaria, which is caused by protozoan parasites of the genus Plasmodium and transmitted by Anopheles mosquitoes; dengue fever, which is caused by an arbovirus mainly transmitted by Aedes aegypti; and West Nile fever, which is caused by an arbovirus transmitted by Culex spp. In this contribution, we review what is known about chromatin-associated mechanisms and the 3D genome structure in various mosquito vectors, including Anopheles, Aedes, and Culex spp. We also discuss the similarities between epigenetic mechanisms in mosquitoes and the model organism Drosophila melanogaster, and advocate that the field could benefit from the cross-application of state-of-the-art functional genomic technologies that are well-developed in the fruit fly. Uncovering the mosquito regulatory genome can lead to the discovery of unique regulatory networks associated with the parasitic life-style of these insects. It is also critical to understand the molecular interactions between the vectors and the pathogens that they transmit, which could hold the key to major breakthroughs on the fight against mosquito-borne diseases. Finally, it is clear that epigenetic mechanisms controlling mosquito environmental plasticity and evolvability are also of utmost importance, particularly in the current context of globalization and climate change.
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Affiliation(s)
| | | | - José L. Ruiz
- Instituto de Parasitología y Biomedicina López-Neyra (IPBLN), Consejo Superior de Investigaciones Científicas, Granada, Spain
| | - Elena Gómez-Díaz
- Instituto de Parasitología y Biomedicina López-Neyra (IPBLN), Consejo Superior de Investigaciones Científicas, Granada, Spain
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8
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Waterhouse RM, Aganezov S, Anselmetti Y, Lee J, Ruzzante L, Reijnders MJMF, Feron R, Bérard S, George P, Hahn MW, Howell PI, Kamali M, Koren S, Lawson D, Maslen G, Peery A, Phillippy AM, Sharakhova MV, Tannier E, Unger MF, Zhang SV, Alekseyev MA, Besansky NJ, Chauve C, Emrich SJ, Sharakhov IV. Evolutionary superscaffolding and chromosome anchoring to improve Anopheles genome assemblies. BMC Biol 2020; 18:1. [PMID: 31898513 PMCID: PMC6939337 DOI: 10.1186/s12915-019-0728-3] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 11/26/2019] [Indexed: 11/18/2022] Open
Abstract
Background New sequencing technologies have lowered financial barriers to whole genome sequencing, but resulting assemblies are often fragmented and far from ‘finished’. Updating multi-scaffold drafts to chromosome-level status can be achieved through experimental mapping or re-sequencing efforts. Avoiding the costs associated with such approaches, comparative genomic analysis of gene order conservation (synteny) to predict scaffold neighbours (adjacencies) offers a potentially useful complementary method for improving draft assemblies. Results We evaluated and employed 3 gene synteny-based methods applied to 21 Anopheles mosquito assemblies to produce consensus sets of scaffold adjacencies. For subsets of the assemblies, we integrated these with additional supporting data to confirm and complement the synteny-based adjacencies: 6 with physical mapping data that anchor scaffolds to chromosome locations, 13 with paired-end RNA sequencing (RNAseq) data, and 3 with new assemblies based on re-scaffolding or long-read data. Our combined analyses produced 20 new superscaffolded assemblies with improved contiguities: 7 for which assignments of non-anchored scaffolds to chromosome arms span more than 75% of the assemblies, and a further 7 with chromosome anchoring including an 88% anchored Anopheles arabiensis assembly and, respectively, 73% and 84% anchored assemblies with comprehensively updated cytogenetic photomaps for Anopheles funestus and Anopheles stephensi. Conclusions Experimental data from probe mapping, RNAseq, or long-read technologies, where available, all contribute to successful upgrading of draft assemblies. Our evaluations show that gene synteny-based computational methods represent a valuable alternative or complementary approach. Our improved Anopheles reference assemblies highlight the utility of applying comparative genomics approaches to improve community genomic resources.
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Affiliation(s)
- Robert M Waterhouse
- Department of Ecology and Evolution, University of Lausanne, and Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland.
| | - Sergey Aganezov
- Department of Computer Science, Princeton University, Princeton, NJ, 08450, USA.,Department of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
| | | | - Jiyoung Lee
- The Interdisciplinary PhD Program in Genetics, Bioinformatics, and Computational Biology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA
| | - Livio Ruzzante
- Department of Ecology and Evolution, University of Lausanne, and Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Maarten J M F Reijnders
- Department of Ecology and Evolution, University of Lausanne, and Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Romain Feron
- Department of Ecology and Evolution, University of Lausanne, and Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Sèverine Bérard
- ISEM, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France
| | - Phillip George
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA
| | - Matthew W Hahn
- Departments of Biology and Computer Science, Indiana University, Bloomington, IN, 47405, USA
| | - Paul I Howell
- Centers for Disease Control and Prevention, Atlanta, GA, 30329, USA
| | - Maryam Kamali
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA.,Department of Medical Entomology and Parasitology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Sergey Koren
- Genome Informatics Section, Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Daniel Lawson
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, CB10 1SD, UK
| | - Gareth Maslen
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, CB10 1SD, UK
| | - Ashley Peery
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA
| | - Adam M Phillippy
- Genome Informatics Section, Computational and Statistical Genomics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Maria V Sharakhova
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA.,Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia, 634050
| | - Eric Tannier
- Laboratoire de Biométrie et Biologie Evolutive, Université Lyon 1, Unité Mixte de Recherche 5558 Centre National de la Recherche Scientifique, 69622, Villeurbanne, France.,Institut national de recherche en informatique et en automatique, Montbonnot, 38334, Grenoble, Rhône-Alpes, France
| | - Maria F Unger
- Eck Institute for Global Health and Department of Biological Sciences, University of Notre Dame, Galvin Life Sciences Building, Notre Dame, IN, 46556, USA
| | - Simo V Zhang
- Departments of Biology and Computer Science, Indiana University, Bloomington, IN, 47405, USA
| | - Max A Alekseyev
- Department of Mathematics and Computational Biology Institute, George Washington University, Ashburn, VA, 20147, USA
| | - Nora J Besansky
- Eck Institute for Global Health and Department of Biological Sciences, University of Notre Dame, Galvin Life Sciences Building, Notre Dame, IN, 46556, USA
| | - Cedric Chauve
- Department of Mathematics, Simon Fraser University, Burnaby, British Columbia, V5A 1S6, Canada
| | - Scott J Emrich
- Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN, 37996, USA
| | - Igor V Sharakhov
- The Interdisciplinary PhD Program in Genetics, Bioinformatics, and Computational Biology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA. .,Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061, USA. .,Laboratory of Ecology, Genetics and Environmental Protection, Tomsk State University, Tomsk, Russia, 634050.
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