1
|
Fallon TR, Čalounová T, Mokrejš M, Weng JK, Pluskal T. transXpress: a Snakemake pipeline for streamlined de novo transcriptome assembly and annotation. BMC Bioinformatics 2023; 24:133. [PMID: 37016291 PMCID: PMC10074830 DOI: 10.1186/s12859-023-05254-8] [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: 03/21/2022] [Accepted: 03/24/2023] [Indexed: 04/06/2023] Open
Abstract
BACKGROUND RNA-seq followed by de novo transcriptome assembly has been a transformative technique in biological research of non-model organisms, but the computational processing of RNA-seq data entails many different software tools. The complexity of these de novo transcriptomics workflows therefore presents a major barrier for researchers to adopt best-practice methods and up-to-date versions of software. RESULTS Here we present a streamlined and universal de novo transcriptome assembly and annotation pipeline, transXpress, implemented in Snakemake. transXpress supports two popular assembly programs, Trinity and rnaSPAdes, and allows parallel execution on heterogeneous cluster computing hardware. CONCLUSIONS transXpress simplifies the use of best-practice methods and up-to-date software for de novo transcriptome assembly, and produces standardized output files that can be mined using SequenceServer to facilitate rapid discovery of new genes and proteins in non-model organisms.
Collapse
Affiliation(s)
- Timothy R Fallon
- Scripps Institution of Oceanography, UC San Diego, 9500 Gilman Dr, La Jolla, CA, 92093, USA
| | - Tereza Čalounová
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 2, 16000, Prague 6, Czech Republic
| | - Martin Mokrejš
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 2, 16000, Prague 6, Czech Republic
| | - Jing-Ke Weng
- Whitehead Institute for Biomedical Research, 455 Main Street, Cambridge, MA, 02142, USA.
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | - Tomáš Pluskal
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 2, 16000, Prague 6, Czech Republic.
| |
Collapse
|
2
|
Melicher D, Bowsher JH, Rinehart JP. Fluctuating temperatures extend longevity in pupae and adult stages of the sepsid Themira biloba. J Therm Biol 2021; 99:102959. [PMID: 34420614 DOI: 10.1016/j.jtherbio.2021.102959] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 04/01/2021] [Accepted: 04/05/2021] [Indexed: 11/16/2022]
Abstract
Fluctuating Thermal Regimes (FTR), where organisms are held at low temperatures with a brief, daily warm pulse, have been shown to increase longevity in adult insects and improve pupa survival while reducing sublethal effects. We used FTR to extend the longevity and thus generation time of the fly species Themira biloba (Diptera: Sepsidae). T. biloba can be maintained in continuous culture and requires an insecticide-free dung substrate for larval growth and development. Our objective was to decrease labor and consumable materials required to maintain insect species in critical scientific collections using FTR. We extended pupation time from 4 days up to 8 weeks with no increase in mortality, and mean adult longevity was increased from 12 days to 50 days. FTR is a valuable tool for reducing the investment required to maintain rare and exotic insects.
Collapse
Affiliation(s)
- Dacotah Melicher
- Bioscience Research Laboratory, U.S. Department of Agriculture/Agricultural Research Station, 1605 Albrecht Boulevard, Fargo, ND, 58105, USA.
| | - Julia H Bowsher
- Department of Biological Sciences, North Dakota State University, 1340 Bolley Drive, 218 Stevens Hall, Fargo, ND, 58102, USA
| | - Joseph P Rinehart
- Bioscience Research Laboratory, U.S. Department of Agriculture/Agricultural Research Station, 1605 Albrecht Boulevard, Fargo, ND, 58105, USA
| |
Collapse
|
3
|
Therkildsen NO, Baumann H. A comprehensive non-redundant reference transcriptome for the Atlantic silverside Menidia menidia. Mar Genomics 2020; 53:100738. [PMID: 32883435 DOI: 10.1016/j.margen.2019.100738] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 10/25/2019] [Accepted: 12/20/2019] [Indexed: 11/16/2022]
Abstract
The Atlantic silverside (Menidia menidia) has been the focus of extensive research efforts in ecology, evolutionary biology, and physiology over the past three decades, but lack of genomic resources has so far hindered examination of the molecular basis underlying the remarkable patterns of phenotypic variation described in this species. We here present the first reference transcriptome for M. menidia. We sought to capture a single representative sequence from as many genes as possible by first using a combination of Trinity and the CLC Genomics Workbench to de novo assemble contigs based on RNA-seq data from multiple individuals, tissue types, and life stages. To reduce redundancy, we passed the combined raw assemblies through a stringent filtering pipeline based both on sequence similarity to related species and computational predictions of transcript quality, condensing an initial set of >480,000 contigs to a final set of 20,998 representative contigs, amounting to a total length of 53.3 Mb. In this final assembly, 91% of the contigs were functionally annotated with putative gene function and gene ontology (GO) terms and/or InterProScan identifiers. The assembly contains complete or nearly complete copies of >95% of 248 highly conserved core genes present in low copy number across higher eukaryotes, and partial copies of another 3.8%, suggesting that our assembly provides relatively comprehensive coverage of the M. menidia transcriptome. The assembly provided here will be an important resource for future research.
Collapse
Affiliation(s)
- Nina Overgaard Therkildsen
- Department of Biology, Hopkins Marine Station, Stanford University, 120 Ocean View Blvd, CA-93950 Pacific Grove, USA.
| | - Hannes Baumann
- Department of Marine Sciences, University of Connecticut, 1080 Shennecossett Road, CT-06340 Groton, USA
| |
Collapse
|
4
|
Rajaratnam G, Supeinthiran A, Meier R, Su KFY. CRISPR/Cas9 deletions in a conserved exon of Distal-less generates gains and losses in a recently acquired morphological novelty in flies. iScience 2018; 10:222-233. [PMID: 30553946 PMCID: PMC6297884 DOI: 10.1016/j.isci.2018.11.036] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 11/26/2018] [Accepted: 11/27/2018] [Indexed: 01/23/2023] Open
Abstract
Distal-less has been repeatedly co-opted for the development of many novel traits. Here, we document its curious role in the development of a novel abdominal appendage (“sternite brushes”) in sepsid flies. CRISPR/Cas9 deletions in the homeodomain result in losses of sternite brushes, demonstrating that Distal-less is necessary for their development. However, deletions in the upstream coding exon (Exon 2) produce losses or gains of brushes. A dissection of Exon 2 reveals that the likely mechanism for gains involves a deletion in an exon-splicing enhancer site that leads to exon skipping. Such contradictory phenotypes are also observed in butterflies, suggesting that mutations in the conserved upstream regions have the potential to generate phenotypic variability in insects that diverged 300 million years ago. Our results demonstrate the importance of Distal-less for the development of a novel abdominal appendage in insects and highlight how site-specific mutations in the same exon can produce contradictory phenotypes. Distal-less is necessary for the development of a novel abdominal appendage CRISPR/Cas9 editing produced both losses and gains of novel abdominal appendages Gains of appendages result from mutations in exonic splicing enhancer (ESEs) sites ESE mutations likely led to exon skipping and an altered Distal-less protein
Collapse
Affiliation(s)
- Gowri Rajaratnam
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | | | - Rudolf Meier
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore; Lee Kong Chian Natural History Museum, Singapore, Singapore.
| | - Kathy F Y Su
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
| |
Collapse
|
5
|
Roberts WR, Roalson EH. Comparative transcriptome analyses of flower development in four species of Achimenes (Gesneriaceae). BMC Genomics 2017; 18:240. [PMID: 28320315 PMCID: PMC5359931 DOI: 10.1186/s12864-017-3623-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2016] [Accepted: 03/11/2017] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Flowers have an amazingly diverse display of colors and shapes, and these characteristics often vary significantly among closely related species. The evolution of diverse floral form can be thought of as an adaptive response to pollination and reproduction, but it can also be seen through the lens of morphological and developmental constraints. To explore these interactions, we use RNA-seq across species and development to investigate gene expression and sequence evolution as they relate to the evolution of the diverse flowers in a group of Neotropical plants native to Mexico-magic flowers (Achimenes, Gesneriaceae). RESULTS The assembled transcriptomes contain between 29,000 and 42,000 genes expressed during development. We combine sequence orthology and coexpression clustering with analyses of protein evolution to identify candidate genes for roles in floral form evolution. Over 25% of transcripts captured were distinctive to Achimenes and overrepresented by genes involved in transcription factor activity. Using a model-based clustering approach we find dynamic, temporal patterns of gene expression among species. Selection tests provide evidence of positive selection in several genes with roles in pigment production, flowering time, and morphology. Combining these approaches to explore genes related to flower color and flower shape, we find distinct patterns that correspond to transitions of floral form among Achimenes species. CONCLUSIONS The floral transcriptomes developed from four species of Achimenes provide insight into the mechanisms involved in the evolution of diverse floral form among closely related species with different pollinators. We identified several candidate genes that will serve as an important and useful resource for future research. High conservation of sequence structure, patterns of gene coexpression, and detection of positive selection acting on few genes suggests that large phenotypic differences in floral form may be caused by genetic differences in a small set of genes. Our characterized floral transcriptomes provided here should facilitate further analyses into the genomics of flower development and the mechanisms underlying the evolution of diverse flowers in Achimenes and other Neotropical Gesneriaceae.
Collapse
Affiliation(s)
- Wade R. Roberts
- Molecular Plant Sciences Graduate Program, Washington State University, Pullman, WA 99164-1030 USA
- School of Biological Sciences, Washington State University, Pullman, WA 99164-4236 USA
| | - Eric H. Roalson
- Molecular Plant Sciences Graduate Program, Washington State University, Pullman, WA 99164-1030 USA
- School of Biological Sciences, Washington State University, Pullman, WA 99164-4236 USA
| |
Collapse
|
6
|
|
7
|
Li Y, Wang H, Nie K, Zhang C, Zhang Y, Wang J, Niu P, Ma X. VIP: an integrated pipeline for metagenomics of virus identification and discovery. Sci Rep 2016; 6:23774. [PMID: 27026381 PMCID: PMC4824449 DOI: 10.1038/srep23774] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Accepted: 03/15/2016] [Indexed: 12/19/2022] Open
Abstract
Identification and discovery of viruses using next-generation sequencing technology is a fast-developing area with potential wide application in clinical diagnostics, public health monitoring and novel virus discovery. However, tremendous sequence data from NGS study has posed great challenge both in accuracy and velocity for application of NGS study. Here we describe VIP (“Virus Identification Pipeline”), a one-touch computational pipeline for virus identification and discovery from metagenomic NGS data. VIP performs the following steps to achieve its goal: (i) map and filter out background-related reads, (ii) extensive classification of reads on the basis of nucleotide and remote amino acid homology, (iii) multiple k-mer based de novo assembly and phylogenetic analysis to provide evolutionary insight. We validated the feasibility and veracity of this pipeline with sequencing results of various types of clinical samples and public datasets. VIP has also contributed to timely virus diagnosis (~10 min) in acutely ill patients, demonstrating its potential in the performance of unbiased NGS-based clinical studies with demand of short turnaround time. VIP is released under GPLv3 and is available for free download at: https://github.com/keylabivdc/VIP.
Collapse
Affiliation(s)
- Yang Li
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing 102206, China
| | - Hao Wang
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China.,Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, 41345, Sweden
| | - Kai Nie
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Chen Zhang
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Yi Zhang
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Ji Wang
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Peihua Niu
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Xuejun Ma
- Key Laboratory of Medical Virology, Ministry of Health; National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| |
Collapse
|
8
|
Chandra S, Singh D, Pathak J, Kumari S, Kumar M, Poddar R, Balyan HS, Gupta PK, Prabhu KV, Mukhopadhyay K. De Novo Assembled Wheat Transcriptomes Delineate Differentially Expressed Host Genes in Response to Leaf Rust Infection. PLoS One 2016; 11:e0148453. [PMID: 26840746 PMCID: PMC4739524 DOI: 10.1371/journal.pone.0148453] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 01/17/2016] [Indexed: 11/20/2022] Open
Abstract
Pathogens like Puccinia triticina, the causal organism for leaf rust, extensively damages wheat production. The interaction at molecular level between wheat and the pathogen is complex and less explored. The pathogen induced response was characterized using mock- or pathogen inoculated near-isogenic wheat lines (with or without seedling leaf rust resistance gene Lr28). Four Serial Analysis of Gene Expression libraries were prepared from mock- and pathogen inoculated plants and were subjected to Sequencing by Oligonucleotide Ligation and Detection, which generated a total of 165,767,777 reads, each 35 bases long. The reads were processed and multiple k-mers were attempted for de novo transcript assembly; 22 k-mers showed the best results. Altogether 21,345 contigs were generated and functionally characterized by gene ontology annotation, mining for transcription factors and resistance genes. Expression analysis among the four libraries showed extensive alterations in the transcriptome in response to pathogen infection, reflecting reorganizations in major biological processes and metabolic pathways. Role of auxin in determining pathogenesis in susceptible and resistant lines were imperative. The qPCR expression study of four LRR-RLK (Leucine-rich repeat receptor-like protein kinases) genes showed higher expression at 24 hrs after inoculation with pathogen. In summary, the conceptual model of induced resistance in wheat contributes insights on defense responses and imparts knowledge of Puccinia triticina-induced defense transcripts in wheat plants.
Collapse
Affiliation(s)
- Saket Chandra
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Dharmendra Singh
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Jyoti Pathak
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Supriya Kumari
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut 200005, Uttar Pradesh, India
| | - Manish Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Raju Poddar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Harindra Singh Balyan
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut 200005, Uttar Pradesh, India
| | - Puspendra Kumar Gupta
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut 200005, Uttar Pradesh, India
| | - Kumble Vinod Prabhu
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Kunal Mukhopadhyay
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| |
Collapse
|
9
|
Lesoway MP. The future of Evo-Devo: the inaugural meeting of the Pan American Society for evolutionary developmental biology. Evol Dev 2016; 18:71-7. [PMID: 26773456 DOI: 10.1111/ede.12181] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
What is the future of evolutionary developmental biology? This question and more were discussed at the inaugural meeting for the Pan American Society for Evolutionary Developmental Biology, held August 5-9, 2015, in Berkeley, California, USA. More than 300 participants attended the first meeting of the new society, representing the current diversity of Evo-Devo. Speakers came from throughout the Americas, presenting work using an impressive range of study systems, techniques, and approaches. Current research draws from themes including the role of gene regulatory networks, plasticity and the role of the environment, novelty, population genetics, and regeneration, using new and emerging techniques as well as traditional tools. Multiple workshops and a discussion session covered subjects both practical and theoretical, providing an opportunity for members to discuss the current challenges and future directions for Evo-Devo. The excitement and discussion generated over the course of the meeting demonstrates the current dynamism of the field, suggesting that the future of Evo-Devo is bright indeed.
Collapse
Affiliation(s)
- Maryna P Lesoway
- Department of Biology, McGill University, 1205 Avenue Dr Penfield, Montreal, QC, Canada, H3A-1B1.,Smithsonian Tropical Research Institute, Apartado Postal 0843-03092, Balboa, Ancon, Republic of Panama
| |
Collapse
|
10
|
Castro JC, Maddox JD, Cobos M, Requena D, Zimic M, Bombarely A, Imán SA, Cerdeira LA, Medina AE. De novo assembly and functional annotation of Myrciaria dubia fruit transcriptome reveals multiple metabolic pathways for L-ascorbic acid biosynthesis. BMC Genomics 2015; 16:997. [PMID: 26602763 PMCID: PMC4658800 DOI: 10.1186/s12864-015-2225-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Accepted: 11/17/2015] [Indexed: 01/13/2023] Open
Abstract
Background Myrciaria dubia is an Amazonian fruit shrub that produces numerous bioactive phytochemicals, but is best known by its high L-ascorbic acid (AsA) content in fruits. Pronounced variation in AsA content has been observed both within and among individuals, but the genetic factors responsible for this variation are largely unknown. The goals of this research, therefore, were to assemble, characterize, and annotate the fruit transcriptome of M. dubia in order to reconstruct metabolic pathways and determine if multiple pathways contribute to AsA biosynthesis. Results In total 24,551,882 high-quality sequence reads were de novo assembled into 70,048 unigenes (mean length = 1150 bp, N50 = 1775 bp). Assembled sequences were annotated using BLASTX against public databases such as TAIR, GR-protein, FB, MGI, RGD, ZFIN, SGN, WB, TIGR_CMR, and JCVI-CMR with 75.2 % of unigenes having annotations. Of the three core GO annotation categories, biological processes comprised 53.6 % of the total assigned annotations, whereas cellular components and molecular functions comprised 23.3 and 23.1 %, respectively. Based on the KEGG pathway assignment of the functionally annotated transcripts, five metabolic pathways for AsA biosynthesis were identified: animal-like pathway, myo-inositol pathway, L-gulose pathway, D-mannose/L-galactose pathway, and uronic acid pathway. All transcripts coding enzymes involved in the ascorbate-glutathione cycle were also identified. Finally, we used the assembly to identified 6314 genic microsatellites and 23,481 high quality SNPs. Conclusions This study describes the first next-generation sequencing effort and transcriptome annotation of a non-model Amazonian plant that is relevant for AsA production and other bioactive phytochemicals. Genes encoding key enzymes were successfully identified and metabolic pathways involved in biosynthesis of AsA, anthocyanins, and other metabolic pathways have been reconstructed. The identification of these genes and pathways is in agreement with the empirically observed capability of M. dubia to synthesize and accumulate AsA and other important molecules, and adds to our current knowledge of the molecular biology and biochemistry of their production in plants. By providing insights into the mechanisms underpinning these metabolic processes, these results can be used to direct efforts to genetically manipulate this organism in order to enhance the production of these bioactive phytochemicals. The accumulation of AsA precursor and discovery of genes associated with their biosynthesis and metabolism in M. dubia is intriguing and worthy of further investigation. The sequences and pathways produced here present the genetic framework required for further studies. Quantitative transcriptomics in concert with studies of the genome, proteome, and metabolome under conditions that stimulate production and accumulation of AsA and their precursors are needed to provide a more comprehensive view of how these pathways for AsA metabolism are regulated and linked in this species. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2225-6) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Juan C Castro
- Unidad Especializada de Biotecnología, Centro de Investigaciones de Recursos Naturales de la Amazonía (CIRNA), Universidad Nacional de la Amazonía Peruana (UNAP), Pasaje Los Paujiles S/N, San Juan Bautista, Iquitos, Perú. .,Círculo de Investigación en Plantas con Efecto en Salud (FONDECYT N° 010-2014), Lima, Perú.
| | - J Dylan Maddox
- Pritzker Laboratory for Molecular Systematics and Evolution, The Field Museum of Natural History, Chicago, IL, USA.
| | - Marianela Cobos
- Laboratorio de Biotecnología y Bioenergética, Universidad Científica del Perú (UCP), Av. Abelardo Quiñones km 2.5, San Juan Bautista, Iquitos, Perú.
| | - David Requena
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo (LID), Facultad de Ciencias, Universidad Peruana Cayetano Heredia (UPCH), Av. Honorio Delgado 430, San Martín de Porres, Lima, Perú. .,FARVET S.A.C. Carretera Panamericana Sur N° 766 Km 198.5, Chincha Alta, Ica, Perú.
| | - Mirko Zimic
- Laboratorio de Bioinformática y Biología Molecular, Laboratorios de Investigación y Desarrollo (LID), Facultad de Ciencias, Universidad Peruana Cayetano Heredia (UPCH), Av. Honorio Delgado 430, San Martín de Porres, Lima, Perú. .,FARVET S.A.C. Carretera Panamericana Sur N° 766 Km 198.5, Chincha Alta, Ica, Perú.
| | | | - Sixto A Imán
- Área de Conservación de Recursos Fitogenéticos, Instituto Nacional de Innovación Agraria (INIA), Calle San Roque 209, Iquitos, Perú.
| | - Luis A Cerdeira
- Unidad Especializada de Biotecnología, Centro de Investigaciones de Recursos Naturales de la Amazonía (CIRNA), Universidad Nacional de la Amazonía Peruana (UNAP), Pasaje Los Paujiles S/N, San Juan Bautista, Iquitos, Perú.
| | - Andersson E Medina
- Unidad Especializada de Biotecnología, Centro de Investigaciones de Recursos Naturales de la Amazonía (CIRNA), Universidad Nacional de la Amazonía Peruana (UNAP), Pasaje Los Paujiles S/N, San Juan Bautista, Iquitos, Perú.
| |
Collapse
|
11
|
Powell D, Knibb W, Remilton C, Elizur A. De-novo transcriptome analysis of the banana shrimp (Fenneropenaeus merguiensis) and identification of genes associated with reproduction and development. Mar Genomics 2015; 22:71-8. [PMID: 25936497 DOI: 10.1016/j.margen.2015.04.006] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 04/20/2015] [Accepted: 04/20/2015] [Indexed: 01/07/2023]
Abstract
The banana shrimp Fenneropenaeus merguiensis is a commercially important marine crustacean for world aquaculture and fisheries. Despite this, limited genetic information is available for it and many other penaeid shrimp species. Here we present the first in-depth analysis of the transcriptional content of 8 different tissues from the banana shrimp using RNA-Seq technologies. A total of over 1 million single-end and over 49 million paired-end reads were obtained from Roche 454FLX and illumina sequencing platforms, respectively, resulting in an assembly of 124,631 transcripts with an N50 of 1,332 and mean length of 514 nt. A total of 59,179 putative protein sequences obtained from the assembled transcripts were annotated using public protein sequence databases and assigned 20,430 BLAST hits, 16,866 GO terms and 13,304 KOG categories. Further analysis revealed a rich set of transcript sequences exhibiting homology with genes associated with reproduction, sex determination and development and distinguished the tissues responsible for this expression. This report adds a substantial contribution to the sequence data currently available for F. merguiensis, providing valuable resources for further research.
Collapse
Affiliation(s)
- Daniel Powell
- Faculty of Science, Health, Education and Engineering, University of the Sunshine Coast, Maroochydore, QLD 4558, Australia.
| | - Wayne Knibb
- Faculty of Science, Health, Education and Engineering, University of the Sunshine Coast, Maroochydore, QLD 4558, Australia.
| | | | - Abigail Elizur
- Faculty of Science, Health, Education and Engineering, University of the Sunshine Coast, Maroochydore, QLD 4558, Australia.
| |
Collapse
|
12
|
Li X, Ding S, Cameron SL, Kang Z, Wang Y, Yang D. The first mitochondrial genome of the sepsid fly Nemopoda mamaevi Ozerov, 1997 (Diptera: Sciomyzoidea: Sepsidae), with mitochondrial genome phylogeny of cyclorrhapha. PLoS One 2015; 10:e0123594. [PMID: 25826648 PMCID: PMC4380458 DOI: 10.1371/journal.pone.0123594] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Accepted: 02/20/2015] [Indexed: 11/18/2022] Open
Abstract
Sepsid flies (Diptera: Sepsidae) are important model insects for sexual selection research. In order to develop mitochondrial (mt) genome data for this significant group, we sequenced the first complete mt genome of the sepsid fly Nemopoda mamaevi Ozerov, 1997. The circular 15,878 bp mt genome is typical of Diptera, containing all 37 genes usually present in bilaterian animals. We discovered inaccurate annotations of fly mt genomes previously deposited on GenBank and thus re-annotated all published mt genomes of Cyclorrhapha. These re-annotations were based on comparative analysis of homologous genes, and provide a statistical analysis of start and stop codon positions. We further detected two 18 bp of conserved intergenic sequences from tRNAGlu-tRNAPhe and ND1-tRNASer(UCN) across Cyclorrhapha, which are the mtTERM binding site motifs. Additionally, we compared automated annotation software MITOS with hand annotation method. Phylogenetic trees based on the mt genome data from Cyclorrhapha were inferred by Maximum-likelihood and Bayesian methods, strongly supported a close relationship between Sepsidae and the Tephritoidea.
Collapse
Affiliation(s)
- Xuankun Li
- Department of Entomology, China Agricultural University, Beijing, China
| | - Shuangmei Ding
- Department of Entomology, China Agricultural University, Beijing, China
| | - Stephen L Cameron
- Earth, Environmental & Biological Sciences School, Science & Engineering Faculty, Queensland University of Technology, Brisbane, Australia
| | - Zehui Kang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Yuyu Wang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Ding Yang
- Department of Entomology, China Agricultural University, Beijing, China
| |
Collapse
|
13
|
The complex task of choosing a de novo assembly: Lessons from fungal genomes. Comput Biol Chem 2014; 53 Pt A:97-107. [DOI: 10.1016/j.compbiolchem.2014.08.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2014] [Indexed: 12/21/2022]
|