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Park JS, Choi Y, Jeong MG, Jeong YI, Han JH, Choi HK. Uncovering transcriptional reprogramming during callus development in soybean: insights and implications. FRONTIERS IN PLANT SCIENCE 2023; 14:1239917. [PMID: 37600197 PMCID: PMC10436568 DOI: 10.3389/fpls.2023.1239917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 07/21/2023] [Indexed: 08/22/2023]
Abstract
Callus, a valuable tool in plant genetic engineering, originates from dedifferentiated cells. While transcriptional reprogramming during callus formation has been extensively studied in Arabidopsis thaliana, our knowledge of this process in other species, such as Glycine max, remains limited. To bridge this gap, our study focused on conducting a time-series transcriptome analysis of soybean callus cultured for various durations (0, 1, 7, 14, 28, and 42 days) on a callus induction medium following wounding with the attempt of identifying genes that play key roles during callus formation. As the result, we detected a total of 27,639 alterations in gene expression during callus formation, which could be categorized into eight distinct clusters. Gene ontology analysis revealed that genes associated with hormones, cell wall modification, and cell cycle underwent transcriptional reprogramming throughout callus formation. Furthermore, by scrutinizing the expression patterns of genes related to hormones, cell cycle, cell wall, and transcription factors, we discovered that auxin, cytokinin, and brassinosteroid signaling pathways activate genes involved in both root and shoot meristem development during callus formation. In summary, our transcriptome analysis provides significant insights into the molecular mechanisms governing callus formation in soybean. The information obtained from this study contributes to a deeper understanding of this intricate process and paves the way for further investigation in the field.
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Affiliation(s)
- Joo-Seok Park
- Department of Applied Bioscience, Dong-A University, Busan, Republic of Korea
| | - Yoram Choi
- Department of Applied Bioscience, Dong-A University, Busan, Republic of Korea
| | - Min-Gyun Jeong
- Department of Applied Bioscience, Dong-A University, Busan, Republic of Korea
| | - Yeong-Il Jeong
- Department of Applied Bioscience, Dong-A University, Busan, Republic of Korea
| | - Ji-Hyun Han
- Department of Applied Bioscience, Dong-A University, Busan, Republic of Korea
| | - Hong-Kyu Choi
- Department of Molecular Genetics, Dong-A University, Busan, Republic of Korea
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Rane RV, Clarke DF, Pearce SL, Zhang G, Hoffmann AA, Oakeshott JG. Detoxification Genes Differ Between Cactus-, Fruit-, and Flower-Feeding Drosophila. J Hered 2020; 110:80-91. [PMID: 30445496 DOI: 10.1093/jhered/esy058] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 11/09/2018] [Indexed: 02/07/2023] Open
Abstract
We use annotated genomes of 14 Drosophila species covering diverse host use phenotypes to test whether 4 gene families that often have detoxification functions are associated with host shifts among species. Bark, slime flux, flower, and generalist necrotic fruit-feeding species all have similar numbers of carboxyl/cholinesterase, glutathione S-transferase, cytochrome P450, and UDP-glucuronosyltransferase genes. However, species feeding on toxic Morinda citrifolia fruit and the fresh fruit-feeding Drosophila suzukii have about 30 and 60 more, respectively. ABC transporters show a different pattern, with the flower-feeding D. elegans and the generalist necrotic fruit and cactus feeder D. hydei having about 20 and >100 more than the other species, respectively. Surprisingly, despite the complex secondary chemistry we find that 3 cactophilic specialists in the mojavensis species cluster have variably fewer genes than any of the other species across all 4 families. We also find 82 positive selection events across the 4 families, with the terminal D. suzukii and M. citrifolia-feeding D. sechellia branches again having the highest number of such events in proportion to their respective branch lengths. Many of the genes involved in these host-use-specific gene number differences or positive selection events lie in specific clades of the gene families that have been recurrently associated with detoxification. Several genes are also found to be involved in multiple duplication and/or positive selection events across the species studied regardless of their host use phenotypes; the most frequently involved are the ABC transporter CG1718, which is not in a specific clade associated with detoxification, and the α-esterase gene cluster, which is.
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Affiliation(s)
- Rahul V Rane
- CSIRO, Acton, ACT, Australia.,School of BioSciences, University of Melbourne, Parkville, VIC, Australia
| | - David F Clarke
- CSIRO, Acton, ACT, Australia.,School of BioSciences, University of Melbourne, Parkville, VIC, Australia
| | | | - Guojie Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen, China.,Centre for Social Evolution, Department of Biology, University of Copenhagen, København, Denmark
| | - Ary A Hoffmann
- School of BioSciences, University of Melbourne, Parkville, VIC, Australia
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Lee SJ, Blanchett-Anderson S, Keep SG, Gasche MB, Wang MM. Tripartite factors leading to molecular divergence between human and murine smooth muscle. PLoS One 2020; 15:e0227672. [PMID: 31945134 PMCID: PMC6964862 DOI: 10.1371/journal.pone.0227672] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 12/26/2019] [Indexed: 11/25/2022] Open
Abstract
A large number of pre-clinical and developmental investigations involve experimental vertebrate animals, of which mice have emerged as a favored organism. Recognition of the differences between humans and mice is essential for assessment of the relevance of animal studies to humans. The primary purpose of this study was to gauge the conservation between human and mouse vascular smooth muscle cell (VSMC) proteins mined from an analysis of the Human Protein Atlas. Two comparison were made: a) immunohistochemistry for 16 proteins in brain, heart, esophagus, bladder, stomach, lung, kidney, and aorta enabled comparison between human and mouse of protein localization in VSMC and non-vascular SMC; and b) multi-species primary protein sequence analysis of an expanded set vascular molecules enabled comparison between VSMC sequences among vertebrate species. In total, three dimensions of diversity were uncovered. First, a significant number of factors show human/mouse differences in cellular expression; these differences occurred in both VSMC and non-vascular SMC in an organ and cell-type dependent fashion. Many markers demonstrated notable cell-to-cell and regional heterogeneity in VSMC of the aorta and non-vascular SMC of the esophagus, bladder, and stomach. Second, species specificity can arise by genetic deletions as exemplified by the human protein adipogenesis regulatory factor (ADIRF), which is not present due to a large sequence gap in mice. Third, we describe significant cross-species protein sequence divergence in selected VSMC proteins which may result in altered orthologue function. In a sample of 346 vascular molecules, 15% demonstrate incomplete vertebrate species gene conservation. Divergence of predicted human/mouse VSMC protein sequences is higher than for endothelial proteins in all species examined. In the future, each of these three cross-species differences could be neutralized using gene manipulation, resulting in improved translational potential of murine experimental models.
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Affiliation(s)
- Soo Jung Lee
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America
- Neurology Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, United States of America
| | - Sabrina Blanchett-Anderson
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America
- Neurology Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, United States of America
| | - Simon G. Keep
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America
- Neurology Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, United States of America
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Mitchell B. Gasche
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America
- Neurology Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, United States of America
| | - Michael M. Wang
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America
- Neurology Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan, United States of America
- Department of Molecular & Integrative Physiology, University of Michigan, Ann Arbor, Michigan, United States of America
- * E-mail:
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Techer MA, Rane RV, Grau ML, Roberts JMK, Sullivan ST, Liachko I, Childers AK, Evans JD, Mikheyev AS. Divergent evolutionary trajectories following speciation in two ectoparasitic honey bee mites. Commun Biol 2019; 2:357. [PMID: 31583288 PMCID: PMC6773775 DOI: 10.1038/s42003-019-0606-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Accepted: 09/10/2019] [Indexed: 01/28/2023] Open
Abstract
Multispecies host-parasite evolution is common, but how parasites evolve after speciating remains poorly understood. Shared evolutionary history and physiology may propel species along similar evolutionary trajectories whereas pursuing different strategies can reduce competition. We test these scenarios in the economically important association between honey bees and ectoparasitic mites by sequencing the genomes of the sister mite species Varroa destructor and Varroa jacobsoni. These genomes were closely related, with 99.7% sequence identity. Among the 9,628 orthologous genes, 4.8% showed signs of positive selection in at least one species. Divergent selective trajectories were discovered in conserved chemosensory gene families (IGR, SNMP), and Halloween genes (CYP) involved in moulting and reproduction. However, there was little overlap in these gene sets and associated GO terms, indicating different selective regimes operating on each of the parasites. Based on our findings, we suggest that species-specific strategies may be needed to combat evolving parasite communities.
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Affiliation(s)
- Maeva A. Techer
- Okinawa Institute of Science and Technology, 1919-1 Tancha Onna-son, 904-0495 Okinawa, Japan
| | - Rahul V. Rane
- Commonwealth Scientific and Industrial Research Organisation, Clunies Ross St, (GPO Box 1700), Acton, ACT 2601 Australia
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, VIC 3010 Australia
| | - Miguel L. Grau
- Okinawa Institute of Science and Technology, 1919-1 Tancha Onna-son, 904-0495 Okinawa, Japan
| | - John M. K. Roberts
- Commonwealth Scientific and Industrial Research Organisation, Clunies Ross St, (GPO Box 1700), Acton, ACT 2601 Australia
| | | | | | | | | | - Alexander S. Mikheyev
- Okinawa Institute of Science and Technology, 1919-1 Tancha Onna-son, 904-0495 Okinawa, Japan
- Australian National University, Canberra, ACT 2600 Australia
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Xu L, Dong Z, Fang L, Luo Y, Wei Z, Guo H, Zhang G, Gu YQ, Coleman-Derr D, Xia Q, Wang Y. OrthoVenn2: a web server for whole-genome comparison and annotation of orthologous clusters across multiple species. Nucleic Acids Res 2019; 47:W52-W58. [PMID: 31053848 PMCID: PMC6602458 DOI: 10.1093/nar/gkz333] [Citation(s) in RCA: 569] [Impact Index Per Article: 113.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 04/16/2019] [Accepted: 04/25/2019] [Indexed: 12/28/2022] Open
Abstract
OrthoVenn is a powerful web platform for the comparison and analysis of whole-genome orthologous clusters. Here we present an updated version, OrthoVenn2, which provides new features that facilitate the comparative analysis of orthologous clusters among up to 12 species. Additionally, this update offers improvements to data visualization and interpretation, including an occurrence pattern table for interrogating the overlap of each orthologous group for the queried species. Within the occurrence table, the functional annotations and summaries of the disjunctions and intersections of clusters between the chosen species can be displayed through an interactive Venn diagram. To facilitate a broader range of comparisons, a larger number of species, including vertebrates, metazoa, protists, fungi, plants and bacteria, have been added in OrthoVenn2. Finally, a stand-alone version is available to perform large dataset comparisons and to visualize results locally without limitation of species number. In summary, OrthoVenn2 is an efficient and user-friendly web server freely accessible at https://orthovenn2.bioinfotoolkits.net.
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Affiliation(s)
- Ling Xu
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Zhaobin Dong
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA 94710, USA
- USDA-ARS, Plant Gene Expression Center, Albany, CA 94706, USA
| | - Lu Fang
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Yongjiang Luo
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Zhaoyuan Wei
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Hailong Guo
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Guoqing Zhang
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Yong Q Gu
- USDA-ARS, Western Regional Research Center, Crop Improvement and Genetics Research Unit, Albany, CA 94706, USA
| | - Devin Coleman-Derr
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA 94710, USA
- USDA-ARS, Plant Gene Expression Center, Albany, CA 94706, USA
| | - Qingyou Xia
- Biological Science Research Center, Southwest University, Chongqing 400715, China
| | - Yi Wang
- Biological Science Research Center, Southwest University, Chongqing 400715, China
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Rane RV, Ghodke AB, Hoffmann AA, Edwards OR, Walsh TK, Oakeshott JG. Detoxifying enzyme complements and host use phenotypes in 160 insect species. CURRENT OPINION IN INSECT SCIENCE 2019; 31:131-138. [PMID: 31109666 DOI: 10.1016/j.cois.2018.12.008] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 12/24/2018] [Indexed: 05/21/2023]
Abstract
We use the genomes of 160 insect species to test the hypothesis that the size of detoxifying enzyme families is greater in species using more chemically diverse food resources. Phylogenetically appropriate contrasts in subsamples of the data generally support the hypothesis. We find relatively high numbers of cytochrome P450, glutathione S-transferase and carboxyl/choline esterase genes in omnivores and herbivores feeding on chemically complex tissues and relatively low numbers of these genes in specialists on relatively simple diets, including plant sap, nectar and pollen, and blood. Among Lepidoptera feeding on green plant tissue and Condylognatha feeding on sap we also find more of these genes in highly polyphagous species, many of which are major agricultural pests. These genomic signatures of food resource use are consistent with the hypothesis that some taxa are preadapted for insecticide resistance evolution.
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Affiliation(s)
- Rahul V Rane
- CSIRO, Clunies Ross St. (GPO Box 1700), Acton, ACT 2601, Australia; BIO21 Institute, School of Biosciences, University of Melbourne, 30 Flemington Rd., Parkville 3010, Australia.
| | - Amol B Ghodke
- BIO21 Institute, School of Biosciences, University of Melbourne, 30 Flemington Rd., Parkville 3010, Australia
| | - Ary A Hoffmann
- BIO21 Institute, School of Biosciences, University of Melbourne, 30 Flemington Rd., Parkville 3010, Australia
| | | | - Tom K Walsh
- CSIRO, Clunies Ross St. (GPO Box 1700), Acton, ACT 2601, Australia
| | - John G Oakeshott
- CSIRO, Clunies Ross St. (GPO Box 1700), Acton, ACT 2601, Australia
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Rane RV, Pearce SL, Li F, Coppin C, Schiffer M, Shirriffs J, Sgrò CM, Griffin PC, Zhang G, Lee SF, Hoffmann AA, Oakeshott JG. Genomic changes associated with adaptation to arid environments in cactophilic Drosophila species. BMC Genomics 2019; 20:52. [PMID: 30651071 PMCID: PMC6335815 DOI: 10.1186/s12864-018-5413-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 12/26/2018] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Insights into the genetic capacities of species to adapt to future climate change can be gained by using comparative genomic and transcriptomic data to reconstruct the genetic changes associated with such adaptations in the past. Here we investigate the genetic changes associated with adaptation to arid environments, specifically climatic extremes and new cactus hosts, through such an analysis of five repleta group Drosophila species. RESULTS We find disproportionately high rates of gene gains in internal branches in the species' phylogeny where cactus use and subsequently cactus specialisation and high heat and desiccation tolerance evolved. The terminal branch leading to the most heat and desiccation resistant species, Drosophila aldrichi, also shows disproportionately high rates of both gene gains and positive selection. Several Gene Ontology terms related to metabolism were enriched in gene gain events in lineages where cactus use was evolving, while some regulatory and developmental genes were strongly selected in the Drosophila aldrichi branch. Transcriptomic analysis of flies subjected to sublethal heat shocks showed many more downregulation responses to the stress in a heat sensitive versus heat resistant species, confirming the existence of widespread regulatory as well as structural changes in the species' differing adaptations. Gene Ontology terms related to metabolism were enriched in the differentially expressed genes in the resistant species while terms related to stress response were over-represented in the sensitive one. CONCLUSION Adaptations to new cactus hosts and hot desiccating environments were associated with periods of accelerated evolutionary change in diverse biochemistries. The hundreds of genes involved suggest adaptations of this sort would be difficult to achieve in the timeframes projected for anthropogenic climate change.
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Affiliation(s)
- Rahul V. Rane
- CSIRO, Clunies Ross St, GPO Box 1700, Acton, ACT 2601 Australia
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, 3010 Australia
| | | | - Fang Li
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
| | - Chris Coppin
- CSIRO, Clunies Ross St, GPO Box 1700, Acton, ACT 2601 Australia
| | - Michele Schiffer
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, 3010 Australia
| | - Jennifer Shirriffs
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, 3010 Australia
| | - Carla M. Sgrò
- School of Biological Sciences, Monash University, Melbourne, 3800 Australia
| | - Philippa C. Griffin
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, 3010 Australia
| | - Goujie Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen, China
- Centre for Social Evolution, Department of Biology, University of Copenhagen, Universitetsparken 15, København, Denmark
| | - Siu F. Lee
- CSIRO, Clunies Ross St, GPO Box 1700, Acton, ACT 2601 Australia
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, 3010 Australia
| | - Ary A. Hoffmann
- Bio21 Institute, School of BioSciences, University of Melbourne, 30 Flemington Road, Parkville, 3010 Australia
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Abstract
De-extinction projects for species such as the woolly mammoth and passenger pigeon have greatly stimulated public and scientific interest, producing a large body of literature and much debate. To date, there has been little consistency in descriptions of de-extinction technologies and purposes. In 2016, a special committee of the International Union for the Conservation of Nature (IUCN) published a set of guidelines for de-extinction practice, establishing the first detailed description of de-extinction; yet incoherencies in published literature persist. There are even several problems with the IUCN definition. Here I present a comprehensive definition of de-extinction practice and rationale that expounds and reconciles the biological and ecological inconsistencies in the IUCN definition. This new definition brings together the practices of reintroduction and ecological replacement with de-extinction efforts that employ breeding strategies to recover unique extinct phenotypes into a single “de-extinction” discipline. An accurate understanding of de-extinction and biotechnology segregates the restoration of certain species into a new classification of endangerment, removing them from the purview of de-extinction and into the arena of species’ recovery. I term these species as “evolutionarily torpid species”; a term to apply to species falsely considered extinct, which in fact persist in the form of cryopreserved tissues and cultured cells. For the first time in published literature, all currently active de-extinction breeding programs are reviewed and their progress presented. Lastly, I review and scrutinize various topics pertaining to de-extinction in light of the growing body of peer-reviewed literature published since de-extinction breeding programs gained public attention in 2013.
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Wiegmann BM, Richards S. Genomes of Diptera. CURRENT OPINION IN INSECT SCIENCE 2018; 25:116-124. [PMID: 29602357 DOI: 10.1016/j.cois.2018.01.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Accepted: 01/23/2018] [Indexed: 06/08/2023]
Abstract
Diptera (true flies) are among the most diverse holometabolan insect orders and were the first eukaryotic order to have a representative genome fully sequenced. 110 fly species have publically available genome assemblies and many hundreds of population-level genomes have been generated in the model organisms Drosophila melanogaster and the malaria mosquito Anopheles gambiae. Comparative genomics carried out in a phylogenetic context is illuminating many aspects of fly biology, providing unprecedented insight into variability in genome structure, gene content, genetic mechanisms, and rates and patterns of evolution in genes, populations, and species. Despite the rich availability of genomic resources in flies, there remain many fly lineages to which new genome sequencing efforts should be directed. Such efforts would be most valuable in fly families or clades that exhibit multiple origins of key fly behaviors such as blood feeding, phytophagy, parasitism, pollination, and mycophagy.
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Affiliation(s)
- Brian M Wiegmann
- Department of Entomology & Plant Pathology, North Carolina State University, Raleigh, NC 27695, United States.
| | - Stephen Richards
- Human Genome Sequencing Center, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77006, United States
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Nichio BTL, Marchaukoski JN, Raittz RT. New Tools in Orthology Analysis: A Brief Review of Promising Perspectives. Front Genet 2017; 8:165. [PMID: 29163633 PMCID: PMC5674930 DOI: 10.3389/fgene.2017.00165] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 10/16/2017] [Indexed: 11/23/2022] Open
Abstract
Nowadays defying homology relationships among sequences is essential for biological research. Within homology the analysis of orthologs sequences is of great importance for computational biology, annotation of genomes and for phylogenetic inference. Since 2007, with the increase in the number of new sequences being deposited in large biological databases, researchers have begun to analyse computerized methodologies and tools aimed at selecting the most promising ones in the prediction of orthologous groups. Literature in this field of research describes the problems that the majority of available tools show, such as those encountered in accuracy, time required for analysis (especially in light of the increasing volume of data being submitted, which require faster techniques) and the automatization of the process without requiring manual intervention. Conducting our search through BMC, Google Scholar, NCBI PubMed, and Expasy, we examined more than 600 articles pursuing the most recent techniques and tools developed to solve most the problems still existing in orthology detection. We listed the main computational tools created and developed between 2011 and 2017, taking into consideration the differences in the type of orthology analysis, outlining the main features of each tool and pointing to the problems that each one tries to address. We also observed that several tools still use as their main algorithm the BLAST "all-against-all" methodology, which entails some limitations, such as limited number of queries, computational cost, and high processing time to complete the analysis. However, new promising tools are being developed, like OrthoVenn (which uses the Venn diagram to show the relationship of ortholog groups generated by its algorithm); or proteinOrtho (which improves the accuracy of ortholog groups); or ReMark (tackling the integration of the pipeline to turn the entry process automatic); or OrthAgogue (using algorithms developed to minimize processing time); and proteinOrtho (developed for dealing with large amounts of biological data). We made a comparison among the main features of four tool and tested them using four for prokaryotic genomas. We hope that our review can be useful for researchers and will help them in selecting the most appropriate tool for their work in the field of orthology.
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Affiliation(s)
| | | | - Roberto Tadeu Raittz
- Department of Bioinformatics, Professional and Technical Education Sector, Federal University of Paraná, Curitiba, Brazil
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