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Wijayawardena BK, Minchella DJ, DeWoody JA. The influence of trematode parasite burden on gene expression in a mammalian host. BMC Genomics 2016; 17:600. [PMID: 27514777 PMCID: PMC4982272 DOI: 10.1186/s12864-016-2950-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 07/19/2016] [Indexed: 01/09/2023] Open
Abstract
Background Parasites can profoundly impact their hosts and are responsible for a plethora of debilitating diseases. To identify global changes in host gene expression related to parasite infection, we sequenced, assembled, and annotated the liver transcriptomes of Balb/cj mice infected with the trematode parasite Schistosoma mansoni and compared the results to uninfected mice. We used two different methodologies (i.e. de novo and reference guided) to evaluate the influence of parasite sequences on host transcriptome assembly. Results Our results demonstrate that the choice of assembly methodology significantly impacted the proportion of parasitic reads detected from the host library, yet the presence of non-target (xenobiotic) sequences did not create significant structural errors in the assembly. After removing parasite sequences from the mouse transcriptomes, we analyzed host gene expression under different parasite infection levels and observed significant differences in the associated immunologic and metabolic responses based on infection level. In particular, genes associated with T–helper type 1 (Th–1) and T–helper type 2 (Th–2) were up-regulated in infected mice whereas genes related to amino acid and carbohydrate metabolism were down-regulated in infected mice. These changes in gene expression scale with infection status and likely impact the evolutionary fitness of hosts. Conclusions Overall, our data indicate that a) infected mice reduce the expression of key metabolic genes in direct proportion to their infection level; b) infected mice similarly increase the expression of key immune genes in response to infection; c) patterns of gene expression correspond to the pathological symptoms of schistosomiasis; and d) identifying and filtering out non-target sequences (xenobiotics) improves differential expression prediction. Our findings identify parasite targets for RNAi or other therapies and provide a better understanding of the pathology and host immune repertoire involved in response to S. mansoni infections. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2950-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Bhagya K Wijayawardena
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, 47907, USA.
| | - Dennis J Minchella
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - J Andrew DeWoody
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana, 47907, USA.,Departments of Biological Sciences, Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, 47907, USA
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Foox J, Ringuette M, Desser SS, Siddall ME. In silico hybridization enables transcriptomic illumination of the nature and evolution of Myxozoa. BMC Genomics 2015; 16:840. [PMID: 26494377 PMCID: PMC4619090 DOI: 10.1186/s12864-015-2039-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 10/08/2015] [Indexed: 11/24/2022] Open
Abstract
Background The Myxozoa, a group of oligocellular, obligate endoparasites, has long been poorly understood in an evolutionary context. Recent genome-level sequencing techniques such as RNA-seq have generated large amounts of myxozoan sequence data, providing valuable insight into their evolutionary history. However, sequences from host tissue contamination are present in next-generation sequencing reactions of myxozoan tissue, and differentiating between the two has been inadequately addressed. In order to shed light on the genetic underpinnings of myxozoan biology, assembled contigs generated from these studies that derived from the myxozoan must be decoupled from transcripts derived from host tissue and other contamination. This study describes a pipeline for categorization of transcripts asmyxozoan based on similarity searching with known host and parasite sequences, explores the extent to which host contamination is present in previously existing myxozoan datasets, and implements this pipeline on a newly sequenced transcriptome of Myxobolus pendula, a parasite of the common creek chub gill arch. Methods The insilico hybridization pipeline uses iterative BLAST searching and database-driven e-value comparison to categorize transcripts as deriving from host, parasite, or other contamination. Functional genetic analysis of M. pendula was conducted using further BLAST searching, Hidden Markov Modeling, and sequence alignment and phylogenetic reconstruction. Results Three RNA libraries of encysted M. pendula plasmodia were sequenced and subjected to the method. Nearly half of the final set of contiguous assembly sequences (47.3 %) was identified as putative myxozoan transcripts. Putative contamination was also identified in at least 1/3rd of previously published myxozoan transcripts. The set of M. pendula transcripts was mined for a range of biologically insightful genes, including taxonomically restricted nematocyst structural proteins and nematocyst proteins identified through mass tandem spectrometry of other cnidarians. Several novel findings emerged, including a fourth myxozoan minicollagen gene, putative myxozoan toxin proteins,and extracellular matrix glycoproteins. Conclusions This study serves as a model for the handling of next-generation myxozoan sequence. The need for careful categorization was demonstrated in both previous and new sets of myxozoan sequences. The final set of confidently assigned myxozoan transcripts can be mined for any biologically relevant gene or gene family without spurious misidentification of host contamination as a myxozoan homolog. As exemplified by M. pendula, the repertoire of myxozoan polar capsules may be more complex than previously thought, with an additional minicollagen homolog and putative expression of toxin proteins. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2039-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jonathan Foox
- Richard Gilder Graduate School, American Museum of Natural History, Central Park West at 79th Street, New York, NY, 10024, USA. .,Division of Invertebrate Zoology, Sackler Institute for Comparative Genomics, American Museum of Natural History, Central Park West at 79th Street, New York, NY, 10024, USA.
| | - Maurice Ringuette
- Department of Zoology, University of Toronto, Toronto, ON, M5S 3G5, Canada
| | - Sherwin S Desser
- Department of Zoology, University of Toronto, Toronto, ON, M5S 3G5, Canada
| | - Mark E Siddall
- Division of Invertebrate Zoology, Sackler Institute for Comparative Genomics, American Museum of Natural History, Central Park West at 79th Street, New York, NY, 10024, USA
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Wijayawardena BK, Minchella DJ, DeWoody JA. Horizontal gene transfer in schistosomes: A critical assessment. Mol Biochem Parasitol 2015; 201:57-65. [DOI: 10.1016/j.molbiopara.2015.05.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 05/27/2015] [Accepted: 05/29/2015] [Indexed: 02/04/2023]
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Schönknecht G, Weber APM, Lercher MJ. Horizontal gene acquisitions by eukaryotes as drivers of adaptive evolution. Bioessays 2013; 36:9-20. [DOI: 10.1002/bies.201300095] [Citation(s) in RCA: 112] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
| | - Andreas P. M. Weber
- Institute of Plant Biochemistry; Heinrich-Heine-Universität Düsseldorf; Düsseldorf Germany
- Cluster of Excellence on Plant Sciences (CEPLAS); Heinrich-Heine-Universität Düsseldorf; Düsseldorf Germany
| | - Martin J. Lercher
- Cluster of Excellence on Plant Sciences (CEPLAS); Heinrich-Heine-Universität Düsseldorf; Düsseldorf Germany
- Institute for Computer Science; Heinrich-Heine-Universität Düsseldorf; Düsseldorf Germany
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Wijayawardena BK, Minchella DJ, DeWoody JA. Hosts, parasites, and horizontal gene transfer. Trends Parasitol 2013; 29:329-38. [DOI: 10.1016/j.pt.2013.05.001] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Revised: 05/03/2013] [Accepted: 05/06/2013] [Indexed: 12/16/2022]
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Riley DR, Sieber KB, Robinson KM, White JR, Ganesan A, Nourbakhsh S, Dunning Hotopp JC. Bacteria-human somatic cell lateral gene transfer is enriched in cancer samples. PLoS Comput Biol 2013; 9:e1003107. [PMID: 23840181 PMCID: PMC3688693 DOI: 10.1371/journal.pcbi.1003107] [Citation(s) in RCA: 107] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 05/01/2013] [Indexed: 12/14/2022] Open
Abstract
There are 10× more bacterial cells in our bodies from the microbiome than human cells. Viral DNA is known to integrate in the human genome, but the integration of bacterial DNA has not been described. Using publicly available sequence data from the human genome project, the 1000 Genomes Project, and The Cancer Genome Atlas (TCGA), we examined bacterial DNA integration into the human somatic genome. Here we present evidence that bacterial DNA integrates into the human somatic genome through an RNA intermediate, and that such integrations are detected more frequently in (a) tumors than normal samples, (b) RNA than DNA samples, and (c) the mitochondrial genome than the nuclear genome. Hundreds of thousands of paired reads support random integration of Acinetobacter-like DNA in the human mitochondrial genome in acute myeloid leukemia samples. Numerous read pairs across multiple stomach adenocarcinoma samples support specific integration of Pseudomonas-like DNA in the 5′-UTR and 3′-UTR of four proto-oncogenes that are up-regulated in their transcription, consistent with conversion to an oncogene. These data support our hypothesis that bacterial integrations occur in the human somatic genome and may play a role in carcinogenesis. We anticipate that the application of our approach to additional cancer genome projects will lead to the more frequent detection of bacterial DNA integrations in tumors that are in close proximity to the human microbiome. There are 10× more bacterial cells in the human body than there are human cells that are part of the human microbiome. Many of those bacteria are in constant, intimate contact with human cells. We sought to establish if bacterial cells insert their own DNA into the human genome. Such random mutations could cause disease in the same manner that mutagens like UV rays from the sun or chemicals in cigarettes induce mutations. We detected the integration of bacterial DNA in the human genome more readily in tumors than normal samples. In particular, extensive amounts of DNA with similarity to Acinetobacter DNA were fused to human mitochondrial DNA in acute myeloid leukemia samples. We also identified specific integrations of DNA with similarity to Pseudomonas DNA near the untranslated regulatory regions of four proto-oncogenes. This supports our hypothesis that bacterial integrations occur in the human somatic genome that may potentially play a role in carcinogenesis. Further study in this area may provide new avenues for cancer prevention.
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Affiliation(s)
- David R. Riley
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Karsten B. Sieber
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Kelly M. Robinson
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - James Robert White
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Ashwinkumar Ganesan
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Computer Science and Electrical Engineering Department, University of Maryland Baltimore County, Baltimore, Maryland, United States of America
| | - Syrus Nourbakhsh
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- University of Maryland College Park, College Park, Maryland, United States of America
| | - Julie C. Dunning Hotopp
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- * E-mail:
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Abstract
The flow of genes between different species represents a form of genetic variation whose implications have not been fully appreciated. Here I examine some key findings on the extent of horizontal gene transfer (HGT) revealed by comparative genome analysis and their theoretical implications. In theoretical terms, HGT affects ideas pertaining to the tree of life, the notion of a last universal common ancestor, and the biological unities, as well as the rules of taxonomic nomenclature. This review discusses the emergence of the eukaryotic cell and the occurrence of HGT among metazoan phyla involving both transposable elements and structural genes for normal housekeeping functions. I also discuss the bacterial pangenome, which provides an important case study on the permeability of species boundaries. An interesting observation about bdelloid rotifers and their reversion to asexual reproduction as it pertains to HGT is included.
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Affiliation(s)
- Michael Syvanen
- Department of Microbiology and Immunology, School of Medicine, University of California, Davis, California 95616, USA.
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Ramulu HG, Raoult D, Pontarotti P. The rhizome of life: what about metazoa? Front Cell Infect Microbiol 2012; 2:50. [PMID: 22919641 PMCID: PMC3417402 DOI: 10.3389/fcimb.2012.00050] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2012] [Accepted: 03/23/2012] [Indexed: 02/03/2023] Open
Abstract
The increase in huge number of genomic sequences in recent years has contributed to various genetic events such as horizontal gene transfer (HGT), gene duplication and hybridization of species. Among them HGT has played an important role in the genome evolution and was believed to occur only in Bacterial and Archaeal genomes. As a result, genomes were found to be chimeric and the evolution of life was represented in different forms such as forests, networks and species evolution was described more like a rhizome, rather than a tree. However, in the last few years, HGT has also been evidenced in other group such as metazoa (for example in root-knot nematodes, bdelloid rotifers and mammals). In addition to HGT, other genetic events such as transfer by retrotransposons and hybridization between more closely related lineages are also well established. Therefore, in the light of such genetic events, whether the evolution of metazoa exists in the form of a tree, network or rhizome is highly questionable and needs to be determined. In the current review, we will focus on the role of HGT, retrotransposons and hybridization in the metazoan evolution.
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Affiliation(s)
- Hemalatha G. Ramulu
- LATP UMR-CNRS 7353, Evolution Biologique et Modélisation, Aix-Marseille UniversitéeMarseille, France
- URMITE CNRS-IRD UMR6236-198Marseille, France
| | | | - Pierre Pontarotti
- LATP UMR-CNRS 7353, Evolution Biologique et Modélisation, Aix-Marseille UniversitéeMarseille, France
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Lepesant JMJ, Roquis D, Emans R, Cosseau C, Arancibia N, Mitta G, Grunau C. Combination of de novo assembly of massive sequencing reads with classical repeat prediction improves identification of repetitive sequences in Schistosoma mansoni. Exp Parasitol 2012; 130:470-4. [PMID: 22381218 DOI: 10.1016/j.exppara.2012.02.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2011] [Revised: 02/07/2012] [Accepted: 02/08/2012] [Indexed: 11/18/2022]
Abstract
The genome of the parasitic platyhelminth Schistosoma mansoni is composed of approximately 40% of repetitive sequences of which roughly 20% correspond to transposable elements. When the genome sequence became available, conventional repeat prediction programs were used to find these repeats, but only a fraction could be identified. To exhaustively characterize the repeats we applied a new massive sequencing based strategy: we re-sequenced the genome by next generation sequencing, aligned the sequencing reads to the genome and assembled all multiple-hit reads into contigs corresponding to the repetitive part of the genome. We present here, for the first time, this de novo repeat assembly strategy and we confirm that such assembly is feasible. We identified and annotated 4,143 new repeats in the S. mansoni genome. At least one third of the repeats are transcribed. This strategy allowed us also to identify 14 new microsatellite markers, which can be used for pedigree studies. Annotations and the combined (previously known and new) 5,420 repeat sequences (corresponding to 47% of the genome) are available for download (http://methdb.univ-perp.fr/downloads/).
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Jackson DJ, Macis L, Reitner J, Wörheide G. A horizontal gene transfer supported the evolution of an early metazoan biomineralization strategy. BMC Evol Biol 2011; 11:238. [PMID: 21838889 PMCID: PMC3163562 DOI: 10.1186/1471-2148-11-238] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2011] [Accepted: 08/12/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The synchronous and widespread adoption of the ability to biomineralize was a defining event for metazoan evolution during the late Precambrian/early Cambrian 545 million years ago. However our understanding on the molecular level of how animals first evolved this capacity is poor. Because sponges are the earliest branching phylum of biomineralizing metazoans, we have been studying how biocalcification occurs in the coralline demosponge Astrosclera willeyana. RESULTS We have isolated and characterized a novel protein directly from the calcified spherulites of A. willeyana. Using three independent lines of evidence (genomic architecture of the gene in A. willeyana, spatial expression of the gene product in A. willeyana and genomic architecture of the gene in the related demosponge Amphimedon queenslandica), we show that the gene that encodes this protein was horizontally acquired from a bacterium, and is now highly and exclusively expressed in spherulite forming cells. CONCLUSIONS Our findings highlight the ancient and close association that exists between sponges and bacteria, and provide support for the notion that horizontal gene transfer may have been an important mechanism that supported the evolution of this early metazoan biomineralisation strategy.
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Affiliation(s)
- Daniel J Jackson
- Courant Research Centre Geobiology, Georg-August-University of Göttingen, Goldschmidtstrasse 3, Göttingen, Germany.
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Horizontal gene transfer between bacteria and animals. Trends Genet 2011; 27:157-63. [PMID: 21334091 DOI: 10.1016/j.tig.2011.01.005] [Citation(s) in RCA: 210] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2010] [Revised: 01/21/2011] [Accepted: 01/21/2011] [Indexed: 12/31/2022]
Abstract
Horizontal gene transfer is increasingly described between bacteria and animals. Such transfers that are vertically inherited have the potential to influence the evolution of animals. One classic example is the transfer of DNA from mitochondria and chloroplasts to the nucleus after the acquisition of these organelles by eukaryotes. Even today, many of the described instances of bacteria-to-animal transfer occur as part of intimate relationships such as those of endosymbionts and their invertebrate hosts, particularly insects and nematodes, while numerous transfers are also found in asexual animals. Both of these observations are consistent with modern evolutionary theory, in particular the serial endosymbiotic theory and Muller's ratchet. Although it is tempting to suggest that these particular lifestyles promote horizontal gene transfer, it is difficult to ascertain given the nonrandom sampling of animal genome sequencing projects and the lack of a systematic analysis of animal genomes for such transfers.
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