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Rodriguez Ruiz A, Van Dam AR. Metagenomic binning of PacBio HiFi data prior to assembly reveals a complete genome of Cosmopolites sordidus (Germar) (Coleopterea: Curculionidae, Dryophthorinae) the most damaging arthropod pest of bananas and plantains. PeerJ 2023; 11:e16276. [PMID: 38025758 PMCID: PMC10676084 DOI: 10.7717/peerj.16276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 09/20/2023] [Indexed: 12/01/2023] Open
Abstract
PacBio HiFi sequencing was employed in combination with metagenomic binning to produce a high-quality reference genome of Cosmopolites sordidus. We compared k-mer and alignment reference based pre-binning and post-binning approaches to remove contamination. We were also interested to know if the post-binning approach had interspersed bacterial contamination within intragenic regions of Arthropoda binned contigs. Our analyses identified 3,433 genes that were composed with reads identified as of putative bacterial origins. The pre-binning approach yielded a C. sordidus genome of 1.07 Gb genome composed of 3,089 contigs with 98.6% and 97.1% complete and single copy genome and protein BUSCO scores respectively. In this article we demonstrate that in this case the pre-binning approach does not sacrifice assembly quality for more stringent metagenomic filtering. We also determine post-binning allows for increased intragenic contamination increased with increasing coverage, but the frequency of gene contamination increased with lower coverage. Future work should focus on developing reference free pre-binning approaches for HiFi reads produced from eukaryotic based metagenomic samples.
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Affiliation(s)
- Alfredo Rodriguez Ruiz
- Departamento de Biología, Universidad de Puerto Rico Recinto Universitario de Mayagüez, Mayagüez, Puerto Rico, United States of America
| | - Alex R. Van Dam
- Departamento de Biología, Universidad de Puerto Rico Recinto Universitario de Mayagüez, Mayagüez, Puerto Rico, United States of America
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Van Lommel J, Holtof M, Tilleman L, Cools D, Vansteenkiste S, Polgun D, Verdonck R, Van Nieuwerburgh F, Vanden Broeck J. Post-feeding transcriptomics reveals essential genes expressed in the midgut of the desert locust. Front Physiol 2023; 14:1232545. [PMID: 37692997 PMCID: PMC10484617 DOI: 10.3389/fphys.2023.1232545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/26/2023] [Indexed: 09/12/2023] Open
Abstract
The digestive tract constitutes an important interface between an animal's internal and external environment. In insects, available gut transcriptome studies are mostly exploratory or look at changes upon infection or upon exposure to xenobiotics, mainly performed in species belonging to holometabolan orders, such as Diptera, Lepidoptera or Coleoptera. By contrast, studies focusing on gene expression changes after food uptake and during digestion are underrepresented. We have therefore compared the gene expression profiles in the midgut of the desert locust, Schistocerca gregaria, between three different time points after feeding, i.e., 24 h (no active digestion), 10 min (the initial stage of feeding), and 2 h (active food digestion). The observed gene expression profiles were consistent with the polyphagous herbivorous lifestyle of this hemimetabolan (orthopteran) species. Our study reveals the upregulation of 576 genes 2 h post-feeding. These are mostly predicted to be associated with digestive physiology, such as genes encoding putative digestive enzymes or nutrient transporters, as well as genes putatively involved in immunity or in xenobiotic metabolism. The 10 min time point represented an intermediate condition, suggesting that the S. gregaria midgut can react rapidly at the transcriptional level to the presence of food. Additionally, our study demonstrated the critical importance of two transcripts that exhibited a significant upregulation 2 h post-feeding: the vacuolar-type H(+)-ATPase and the sterol transporter Niemann-Pick 1b protein, which upon RNAi-induced knockdown resulted in a marked increase in mortality. Their vital role and accessibility via the midgut lumen may make the encoded proteins promising insecticidal target candidates, considering that the desert locust is infamous for its huge migrating swarms that can devastate the agricultural production in large areas of Northern Africa, the Middle East, and South Asia. In conclusion, the transcriptome datasets presented here will provide a useful and promising resource for studying the midgut physiology of S. gregaria, a socio-economically important pest species.
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Affiliation(s)
- Joachim Van Lommel
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
| | - Michiel Holtof
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
| | | | - Dorien Cools
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
| | - Seppe Vansteenkiste
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
| | - Daria Polgun
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
| | - Rik Verdonck
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
- Environmental Biology, Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | | | - Jozef Vanden Broeck
- Molecular Developmental Physiology and Signal Transduction Lab, Department of Biology, University of Leuven, Leuven, Belgium
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Milton A, Muhanguzi D, Male A, Kajubi A, Buah S, Kubiriba J, Tumuhimbise R. Analysis of Genetic Diversity of Banana Weevils (Cosmopolites sordidus) (Coleoptera: Curculionidae) Using Transcriptome-Derived Simple Sequence Repeat Markers. JOURNAL OF ECONOMIC ENTOMOLOGY 2022; 115:637-646. [PMID: 35021224 DOI: 10.1093/jee/toab213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Indexed: 06/14/2023]
Abstract
The banana weevil, Cosmopolites sordidus (Germar) (Coleoptera: Curculionidae) is an economically important insect pest of bananas. It causes up to 100% yield losses and substantial lifespan reduction in bananas. Advances in genomics, proteomics, and sequencing technologies have provided powerful pathways to genotyping disastrous pests such as C. sordidus. However, such technologies are often not available to the majority of rural subtropical African banana growers and pest control managers. This study was therefore motivated by the need to create cheap and easily accessible C. sordidus genotyping methods that could be deployed by banana pest control managers to the benefit of C. sordidus control programs in the tropics where such advanced technologies are not readily accessible. We used an in-house C. sordidus transcriptome from the an-ongoing study from which we mined an array of simple sequence repeat (SSR) markers. Of these, six highly polymorphic transcriptome-derived SSR markers were used to successfully genotype within and among banana weevil population genetic diversity of 12 C. sordidus populations collected from four banana-growing agro-ecological zones (AEZs) in Uganda. The developed transcriptome-derived SSR markers can be used by researchers in population genetics for characterization of the C. sordidus and identification of new genes that are linked to traits of particular interest. The significant genetic diversity revealed in C. sordidus provides pertinent information for integrated pest management strategies.
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Affiliation(s)
- Ali Milton
- National Agricultural Research Laboratories-Kawanda, Kampala, Uganda
- College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Dennis Muhanguzi
- College of Veterinary Medicine Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Allan Male
- International Center for Tropical Agriculture, Kampala, Uganda
| | - Ali Kajubi
- National Agricultural Research Laboratories-Kawanda, Kampala, Uganda
| | - Stephen Buah
- National Agricultural Research Laboratories-Kawanda, Kampala, Uganda
| | - Jerome Kubiriba
- National Agricultural Research Laboratories-Kawanda, Kampala, Uganda
| | - Robooni Tumuhimbise
- Rwebitaba Zonal Agricultural Research and Development Institute, Fort-Portal, Uganda
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Mwaka HS, Christiaens O, Bwesigye PN, Kubiriba J, Tushemereirwe WK, Gheysen G, Smagghe G. First Evidence of Feeding-Induced RNAi in Banana Weevil via Exogenous Application of dsRNA. INSECTS 2021; 13:40. [PMID: 35055882 PMCID: PMC8779063 DOI: 10.3390/insects13010040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/22/2021] [Accepted: 12/27/2021] [Indexed: 01/06/2023]
Abstract
Banana weevil (Cosmopolites sordidus) is the most devastating pest of banana and plantain worldwide, yet current control measures are neither effective, sustainable, nor environmentally sound, and no resistant farmer-preferred cultivars are known to date. In this paper, we examined the ability to induce RNA interference (RNAi) in the banana weevil via feeding. We first developed an agar- and banana corm (rhizome) flour-based artificial diet in a multi-well plate setup that allowed the banana weevils to complete their life cycle from egg through the larval instars to the pupal stage in an average period of 53 days. Adults emerged about 20 days later. The artificial diet allowed the tunneling and burrowing habits of the larvae and successful metamorphosis up to adult eclosion. Adding dsRNA for laccase2 to the artificial diet resulted in albino phenotypes, confirming gene-silencing. Finally, C. sordidus was fed with dsRNA against a selection of essential target genes: snf7, rps13, mad1, vha-a, vha-d, and lgl for a period of 45 days. 100% mortality within 9-16 days was realized with dssnf7, dsrps13, and dsmad1 at 200 ng/mL artificial diet, and this corresponded to a strong reduction in gene expression. Feeding the dsRNA targeting the two vha genes resulted in 100% mortality after about 3-4 weeks, while treatment with dslgl resulted in no mortality above the dsgfp-control and the water-control. Our results have implications for the development of RNAi approaches for managing important crop pests, in that banana weevils can be controlled based on the silencing of essential target genes as snf7, rps13, and mad1. They also highlight the need for research into the development of RNAi for banana protection, eventually the engineering of host-induced gene-silencing (HIGS) cultivars, given the high RNAi efficacy and its species-specific mode of action, adding the RNAi approach to the armory of integrated pest management (IPM).
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Affiliation(s)
- Henry Shaykins Mwaka
- Laboratory of Agrozoology, Department of Plants and Crops, Ghent University, 9000 Ghent, Belgium; (H.S.M.); (O.C.)
- Department of Biotechnology, Ghent University, 9000 Ghent, Belgium;
- National Agricultural Research Laboratories, Kawanda, Kampala P.O. Box 7065, Uganda; (P.N.B.); (J.K.); (W.K.T.)
| | - Olivier Christiaens
- Laboratory of Agrozoology, Department of Plants and Crops, Ghent University, 9000 Ghent, Belgium; (H.S.M.); (O.C.)
| | - Priver Namanya Bwesigye
- National Agricultural Research Laboratories, Kawanda, Kampala P.O. Box 7065, Uganda; (P.N.B.); (J.K.); (W.K.T.)
| | - Jerome Kubiriba
- National Agricultural Research Laboratories, Kawanda, Kampala P.O. Box 7065, Uganda; (P.N.B.); (J.K.); (W.K.T.)
| | | | | | - Guy Smagghe
- Laboratory of Agrozoology, Department of Plants and Crops, Ghent University, 9000 Ghent, Belgium; (H.S.M.); (O.C.)
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Noriega DD, Arraes FBM, Antonino JD, Macedo LLP, Fonseca FCA, Togawa RC, Grynberg P, Silva MCM, Negrisoli AS, Morgante CV, Grossi-de-Sa MF. Comparative gut transcriptome analysis of Diatraea saccharalis in response to the dietary source. PLoS One 2020; 15:e0235575. [PMID: 32745084 PMCID: PMC7398519 DOI: 10.1371/journal.pone.0235575] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 06/17/2020] [Indexed: 12/21/2022] Open
Abstract
The sugarcane borer (Diatraea saccharalis, Fabricius, 1794) is a devastating pest that causes millions of dollars of losses each year to sugarcane producers by reducing sugar and ethanol yields. The control of this pest is difficult due to its endophytic behavior and rapid development. Pest management through biotechnological approaches has emerged in recent years as an alternative to currently applied methods. Genetic information about the target pests is often required to perform biotechnology-based management. The genomic and transcriptomic data for D. saccharalis are very limited. Herein, we report a tissue-specific transcriptome of D. saccharalis larvae and a differential expression analysis highlighting the physiological characteristics of this pest in response to two different diets: sugarcane and an artificial diet. Sequencing was performed on the Illumina HiSeq 2000 platform, and a de novo assembly was generated. A total of 27,626 protein-coding unigenes were identified, among which 1,934 sequences were differentially expressed between treatments. Processes such as defence, digestion, detoxification, signaling, and transport were highly represented among the differentially expressed genes (DEGs). Furthermore, seven aminopeptidase genes were identified as candidates to encode receptors of Cry proteins, which are toxins of Bacillus thuringiensis used to control lepidopteran pests. Since plant-insect interactions have produced a considerable number of adaptive responses in hosts and herbivorous insects, the success of phytophagous insects relies on their ability to overcome challenges such as the response to plant defences and the intake of nutrients. In this study, we identified metabolic pathways and specific genes involved in these processes. Thus, our data strongly contribute to the knowledge advancement of insect transcripts, which can be a source of target genes for pest management.
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Affiliation(s)
- Daniel D. Noriega
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Department of Cellular Biology, University of Brasília, Brasília-DF, Brazil
- Catholic University of Brasília, Brasília-DF, Brazil
| | - Fabricio B. M. Arraes
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Biotechnology Center, UFRGS, Porto Alegre-RS, Brazil
| | - José Dijair Antonino
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Departamento de Agronomia/Entomologia, UFRPE, Recife-PE, Brazil
| | | | - Fernando C. A. Fonseca
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Department of Cellular Biology, University of Brasília, Brasília-DF, Brazil
| | | | | | | | | | - Carolina V. Morgante
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Embrapa Semi Arid, Petrolina-PE, Brazil
| | - Maria F. Grossi-de-Sa
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Catholic University of Brasília, Brasília-DF, Brazil
- National Institute of Science and Technology–INCT PlantStress Biotech–EMBRAPA, Brasilia-DF, Brazil
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Noriega DD, Arias PL, Barbosa HR, Arraes FBM, Ossa GA, Villegas B, Coelho RR, Albuquerque EVS, Togawa RC, Grynberg P, Wang H, Vélez AM, Arboleda JW, Grossi-de-Sa MF, Silva MCM, Valencia-Jiménez A. Transcriptome and gene expression analysis of three developmental stages of the coffee berry borer, Hypothenemus hampei. Sci Rep 2019; 9:12804. [PMID: 31488852 PMCID: PMC6728347 DOI: 10.1038/s41598-019-49178-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 08/20/2019] [Indexed: 12/18/2022] Open
Abstract
Coffee production is a global industry valued at approximately 173 billion US dollars. One of the main challenges facing coffee production is the management of the coffee berry borer (CBB), Hypothenemus hampei, which is considered the primary arthropod pest of coffee worldwide. Current control strategies are inefficient for CBB management. Although biotechnological alternatives, including RNA interference (RNAi), have been proposed in recent years to control insect pests, characterizing the genetics of the target pest is essential for the successful application of these emerging technologies. In this study, we employed RNA-seq to obtain the transcriptome of three developmental stages of the CBB (larva, female and male) to increase our understanding of the CBB life cycle in relation to molecular features. The CBB transcriptome was sequenced using Illumina Hiseq and assembled de novo. Differential gene expression analysis was performed across the developmental stages. The final assembly produced 29,434 unigenes, of which 4,664 transcripts were differentially expressed. Genes linked to crucial physiological functions, such as digestion and detoxification, were determined to be tightly regulated between the reproductive and nonreproductive stages of CBB. The data obtained in this study help to elucidate the critical roles that several genes play as regulatory elements in CBB development.
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Affiliation(s)
- Daniel D Noriega
- Department of Cellular Biology, University of Brasília, Brasília-DF, Brazil.
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil.
| | - Paula L Arias
- Departamento de Ciencias Biológicas, Universidad de Caldas, Manizales, Colombia
| | - Helena R Barbosa
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Biotechnology Center, UFRGS, Porto Alegre-RS, Brazil
| | - Fabricio B M Arraes
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
- Biotechnology Center, UFRGS, Porto Alegre-RS, Brazil
| | - Gustavo A Ossa
- Departamento de Ciencias Biológicas, Universidad de Caldas, Manizales, Colombia
| | - Bernardo Villegas
- Departamento de Producción Agropecuaria, Universidad de Caldas, Manizales, Colombia
| | - Roberta R Coelho
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
| | | | - Roberto C Togawa
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
| | | | - Haichuan Wang
- University of Nebraska-Lincoln, Nebraska, United States of America
| | - Ana M Vélez
- University of Nebraska-Lincoln, Nebraska, United States of America
| | - Jorge W Arboleda
- Centro de Investigaciones en Medio Ambiente y Desarrollo - CIMAD, Universidad de Manizales, Manizales, Caldas, Colombia
| | - Maria F Grossi-de-Sa
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil.
- Catholic University of Brasília - Postgraduate Program in Genomic Sciences and Biotechnology, Brasília-DF, Brazil.
| | - Maria C M Silva
- Embrapa Genetic Resources and Biotechnology, Brasília-DF, Brazil
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Liu Y, Su H, Li R, Li X, Xu Y, Dai X, Zhou Y, Wang H. Comparative transcriptome analysis of Glyphodes pyloalis Walker (Lepidoptera: Pyralidae) reveals novel insights into heat stress tolerance in insects. BMC Genomics 2017; 18:974. [PMID: 29258441 PMCID: PMC5735938 DOI: 10.1186/s12864-017-4355-5] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 11/28/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Heat tolerance is a key parameter that affects insect distribution and abundance. Glyphodes pyloalis Walker (Lepidoptera: Pyralidae) is a devastating pest of mulberry in the main mulberry-growing regions and can cause tremendous losses to sericulture by directly feeding on mulberry leaves and transmitting viruses to Bombyx mori. Moreover, G. pyloalis shows a prominent capacity for adaptation to daily and seasonal temperature fluctuations and can survive several hours under high temperature. To date, the molecular mechanism underlying the outstanding adaptability of this pest to high temperature remains unclear. RESULTS In this study, we performed comparative transcriptome analyses on G. pyloalis exposed to 25 and 40 °C for 4 h. We obtained 34,034 unigenes and identified 1275 and 1222 genes significantly upregulated or downregulated, respectively, by heat stress. Data from the transcriptome analyses indicated that some processes involved in heat tolerance are conserved, such as high expression of heat shock protein (HSP) genes and partial repression of metabolism progress. In addition, vitamin digestion and absorption pathways and detoxification pathways identified here provided new insights for the investigation of the molecular mechanisms of heat stress tolerance. Furthermore, transcriptome analysis indicated that immune and phosphatidylinositol signaling system have a close relationship with heat tolerance. In addition, the expression patterns of ten randomly selected genes, such as HSP and cytochrome P450, were consistent with the transcriptome results obtained through quantitative real-time PCR. CONCLUSIONS Comparisons among transcriptome results revealed the upregulation of HSPs and genes involved in redox homeostasis, detoxication, and immune progress. However, many metabolism progresses, such as glycolysis/gluconeogenesis and fatty acid biosynthesis, were partially repressed. The results reflected that the heat tolerance of G. pyloalis is a fairly complicated process and related to a broad range of physiological regulations. Our study can improve understanding on the mechanisms of insect thermal tolerance.
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Affiliation(s)
- Yuncai Liu
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Hang Su
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Rongqiao Li
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Xiaotong Li
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Yusong Xu
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China.
| | - Xiangping Dai
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Yanyan Zhou
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Huabing Wang
- College of Animal Sciences, Zhejiang University, Hangzhou, 310058, China.
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Macedo L, Antonino de Souza Junior J, Coelho R, Fonseca F, Firmino A, Silva M, Fragoso R, Albuquerque E, Silva M, de Almeida Engler J, Terra W, Grossi-de-Sa M. Knocking down chitin synthase 2 by RNAi is lethal to the cotton boll weevil. ACTA ACUST UNITED AC 2017. [DOI: 10.1016/j.biori.2017.04.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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