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Song Y, Qiu J, Kang J, Chen Y, Cao R, Wang W, Dai M, Chen D, Fu Z, Guo R. Transcriptomic Characterization of miRNAs in Apis cerana Larvae Responding to Ascosphaera apis Infection. Genes (Basel) 2025; 16:156. [PMID: 40004485 PMCID: PMC11855511 DOI: 10.3390/genes16020156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 01/22/2025] [Accepted: 01/24/2025] [Indexed: 02/27/2025] Open
Abstract
Ascosphaera apis is a fungal pathogen that specifically infects bee larvae, causing an outbreak of chalkbrood disease in the bee colony and a decline in the number of bee colonies. The role of miRNA regulation in honeybees in response to A. apis infection is unclear. In this study, based on small RNA-seq, we identified the differentially expressed miRNAs (DEmiRNAs) and their regulatory networks and functions in the gut of Apis cerana cerana on the first day (AcT1), the second day (AcT2) and the third day (AcT3) after A. apis infection, and analyzed the immune response mechanism of A. apis through the miRNAs-mRNA regulation network of A. apis infection. A total of 537 miRNAs were obtained, and 10, 27, and 54 DEmiRNAs were screened in the AcT1, AcT2, and AcT3 groups, respectively. The number of DEmiRNAs gradually increased with the infection time. Stem-loop RT-PCR results showed that most of the DEmiRNAs were truly expressed, and the expression trend of DEmiRNAs was consistent with the results of sRNA-seq. The top five GO terms of DEmiRNA-targeted mRNA were binding, cellular process, catalytic activity, metabolic process, and single-organism process. The main pathways enriched by KEGG were endocytosis, ubiquitin-mediated proteolysis, phagosome, and the JAK-STAT immune-related signaling pathways. The number of DEmiRNAs and target mRNAs of these related pathway genes increased with infection time. The miRNA-mRNA regulatory network analysis showed that ace-miR-539-y was the core miRNA of the early immune response in the gut of larvae infected with A. apis in the JAK-STAT pathway and phagosome, and ace-miR-1277-x was the core miRNA of the late immune response in the gut of larvae infected with A. apis in the JAK-STAT signaling pathway and phagosome. The results showed that miRNA participated in the immune response of honeybees to A. apis infection by regulating the host's energy metabolism, cellular immunity, and humoral immunity. The results of this study provide a basis for the regulation of miRNAs in A. c. cerana larvae in response to A. apis infection and provide new insights into host-pathogen interactions.
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Affiliation(s)
- Yuxuan Song
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
| | - Jianfeng Qiu
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Jing Kang
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
| | - Ying Chen
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
| | - Ruihua Cao
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
| | - Wei Wang
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
| | - Mengyuan Dai
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
| | - Dafu Chen
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Zhongmin Fu
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Rui Guo
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (Y.S.); (J.Q.); (J.K.); (Y.C.); (R.C.); (W.W.); (M.D.); (D.C.); (Z.F.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute, Fujian Agriculture and Forestry University, Fuzhou 350002, China
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She L, Shi M, Cao T, Yuan H, Wang R, Wang W, She Y, Wang C, Zeng Q, Mao W, Zhang Y, Wang Y, Xi Z, Pan X. Wolbachia mediates crosstalk between miRNA and Toll pathways to enhance resistance to dengue virus in Aedes aegypti. PLoS Pathog 2024; 20:e1012296. [PMID: 38885278 PMCID: PMC11213346 DOI: 10.1371/journal.ppat.1012296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 06/28/2024] [Accepted: 05/28/2024] [Indexed: 06/20/2024] Open
Abstract
The obligate endosymbiont Wolbachia induces pathogen interference in the primary disease vector Aedes aegypti, facilitating the utilization of Wolbachia-based mosquito control for arbovirus prevention, particularly against dengue virus (DENV). However, the mechanisms underlying Wolbachia-mediated virus blockade have not been fully elucidated. Here, we report that Wolbachia activates the host cytoplasmic miRNA biogenesis pathway to suppress DENV infection. Through the suppression of the long noncoding RNA aae-lnc-2268 by Wolbachia wAlbB, aae-miR-34-3p, a miRNA upregulated by the Wolbachia strains wAlbB and wMelPop, promoted the expression of the antiviral effector defensin and cecropin genes through the Toll pathway regulator MyD88. Notably, anti-DENV resistance induced by Wolbachia can be further enhanced, with the potential to achieve complete virus blockade by increasing the expression of aae-miR-34-3p in Ae. aegypti. Furthermore, the downregulation of aae-miR-34-3p compromised Wolbachia-mediated virus blockade. These findings reveal a novel mechanism by which Wolbachia establishes crosstalk between the cytoplasmic miRNA pathway and the Toll pathway via aae-miR-34-3p to strengthen antiviral immune responses against DENV. Our results will aid in the advancement of Wolbachia for arbovirus control by enhancing its virus-blocking efficiency.
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Affiliation(s)
- Lingzhi She
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Mengyi Shi
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Ting Cao
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Hao Yuan
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Renke Wang
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Weifeng Wang
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
- Hunan Provincial Center for Disease Control and Prevention, Changsha, Hunan, P.R. China
| | - Yueting She
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Chaojun Wang
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Qin Zeng
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
- Changsha City Center for Disease Control and Prevention, Changsha, Hunan, P.R. China
| | - Wei Mao
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Yalan Zhang
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
| | - Yong Wang
- Department of Forensic Science, School of Basic Medical Sciences, Central South University, Changsha, Hunan, P.R. China
| | - Zhiyong Xi
- Department of Microbiology, Genetics, & Immunology, Michigan State University, East Lansing, Michigan, United States of America
| | - Xiaoling Pan
- The Engineering Research Center of Reproduction and Translational Medicine of Hunan Province, Department of Medical Laboratory Science, Hunan Normal University School of Medicine, Changsha, Hunan, P.R. China
- The Key Laboratory of Protein Chemistry and Developmental Biology of Fish of the Ministry of Education, Hunan Normal University, Changsha, Hunan, P.R. China
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Imler JL, Cai H, Meignin C, Martins N. Evolutionary immunology to explore original antiviral strategies. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230068. [PMID: 38497262 PMCID: PMC10945398 DOI: 10.1098/rstb.2023.0068] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 09/25/2023] [Indexed: 03/19/2024] Open
Abstract
Over the past 25 years, the field of evolutionary developmental biology (evo-devo) has used genomics and genetics to gain insight on the developmental mechanisms underlying the evolution of morphological diversity of animals. Evo-devo exploits the key insight that conserved toolkits of development (e.g. Hox genes) are used in animals to produce genetic novelties that provide adaptation to a new environment. Like development, immunity is forged by interactions with the environment, namely the microbial world. Yet, when it comes to the study of immune defence mechanisms in invertebrates, interest primarily focuses on evolutionarily conserved molecules also present in humans. Here, focusing on antiviral immunity, we argue that immune genes not conserved in humans represent an unexplored resource for the discovery of new antiviral strategies. We review recent findings on the cGAS-STING pathway and explain how cyclic dinucleotides produced by cGAS-like receptors may be used to investigate the portfolio of antiviral genes in a broad range of species. This will set the stage for evo-immuno approaches, exploiting the investment in antiviral defences made by metazoans over hundreds of millions of years of evolution. This article is part of the theme issue 'Sculpting the microbiome: how host factors determine and respond to microbial colonization'.
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Affiliation(s)
- Jean-Luc Imler
- Institut de Biologie Moléculaire et Cellulaire, Université de Strasbourg, CNRS UPR9022, Strasbourg 67070, France
- Sino-French Hoffmann Institute, School of Basic Medical Science, Guangzhou Medical University, Guangzhou 511436, People's Republic of China
| | - Hua Cai
- Sino-French Hoffmann Institute, School of Basic Medical Science, Guangzhou Medical University, Guangzhou 511436, People's Republic of China
| | - Carine Meignin
- Institut de Biologie Moléculaire et Cellulaire, Université de Strasbourg, CNRS UPR9022, Strasbourg 67070, France
| | - Nelson Martins
- Institut de Biologie Moléculaire et Cellulaire, Université de Strasbourg, CNRS UPR9022, Strasbourg 67070, France
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Moradimotlagh A, Chen S, Koohbor S, Moon KM, Foster LJ, Reiner N, Nandan D. Leishmania infection upregulates and engages host macrophage Argonaute 1, and system-wide proteomics reveals Argonaute 1-dependent host response. Front Immunol 2023; 14:1287539. [PMID: 38098491 PMCID: PMC10720368 DOI: 10.3389/fimmu.2023.1287539] [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: 09/01/2023] [Accepted: 10/26/2023] [Indexed: 12/17/2023] Open
Abstract
Leishmania donovani, an intracellular protozoan parasite, is the causative agent of visceral leishmaniasis, the most severe form of leishmaniasis in humans. It is becoming increasingly clear that several intracellular pathogens target host cell RNA interference (RNAi) pathways to promote their survival. Complexes of Argonaute proteins with small RNAs are core components of the RNAi. In this study, we investigated the potential role of host macrophage Argonautes in Leishmania pathogenesis. Using Western blot analysis of Leishmania donovani-infected macrophages, we show here that Leishmania infection selectively increased the abundance of host Argonaute 1 (Ago1). This increased abundance of Ago1 in infected cells also resulted in higher levels of Ago1 in active Ago-complexes, suggesting the preferred use of Ago1 in RNAi in Leishmania-infected cells. This analysis used a short trinucleotide repeat containing 6 (TNRC6)/glycine-tryptophan repeat protein (GW182) protein-derived peptide fused to Glutathione S-transferase as an affinity matrix to capture mature Ago-small RNAs complexes from the cytosol of non-infected and Leishmania-infected cells. Furthermore, Ago1 silencing significantly reduced intracellular survival of Leishmania, demonstrating that Ago1 is essential for Leishmania pathogenesis. To investigate the role of host Ago1 in Leishmania pathogenesis, a quantitative whole proteome approach was employed, which showed that expression of several previously reported Leishmania pathogenesis-related proteins was dependent on the level of macrophage Ago1. Together, these findings identify Ago1 as the preferred Argonaute of RNAi machinery in infected cells and a novel and essential virulence factor by proxy that promotes Leishmania survival.
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Affiliation(s)
- Atieh Moradimotlagh
- Division of Infectious Diseases, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Stella Chen
- Division of Infectious Diseases, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Sara Koohbor
- Division of Infectious Diseases, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kyung-Mee Moon
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
| | - Leonard J. Foster
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC, Canada
| | - Neil Reiner
- Division of Infectious Diseases, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Devki Nandan
- Division of Infectious Diseases, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
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McMenamin AJ, Brutscher LM, Daughenbaugh KF, Flenniken ML. The Honey Bee Gene Bee Antiviral Protein-1 Is a Taxonomically Restricted Antiviral Immune Gene. FRONTIERS IN INSECT SCIENCE 2021; 1:749781. [PMID: 38468887 PMCID: PMC10926557 DOI: 10.3389/finsc.2021.749781] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 09/20/2021] [Indexed: 03/13/2024]
Abstract
Insects have evolved a wide range of strategies to combat invading pathogens, including viruses. Genes that encode proteins involved in immune responses often evolve under positive selection due to their co-evolution with pathogens. Insect antiviral defense includes the RNA interference (RNAi) mechanism, which is triggered by recognition of non-self, virally produced, double-stranded RNAs. Indeed, insect RNAi genes (e.g., dicer and argonaute-2) are under high selective pressure. Honey bees (Apis mellifera) are eusocial insects that respond to viral infections via both sequence specific RNAi and a non-sequence specific dsRNA triggered pathway, which is less well-characterized. A transcriptome-level study of virus-infected and/or dsRNA-treated honey bees revealed increased expression of a novel antiviral gene, GenBank: MF116383, and in vivo experiments confirmed its antiviral function. Due to in silico annotation and sequence similarity, MF116383 was originally annotated as a probable cyclin-dependent serine/threonine-protein kinase. In this study, we confirmed that MF116383 limits virus infection, and carried out further bioinformatic and phylogenetic analyses to better characterize this important gene-which we renamed bee antiviral protein-1 (bap1). Phylogenetic analysis revealed that bap1 is taxonomically restricted to Hymenoptera and Blatella germanica (the German cockroach) and that the majority of bap1 amino acids are evolving under neutral selection. This is in-line with the results from structural prediction tools that indicate Bap1 is a highly disordered protein, which likely has relaxed structural constraints. Assessment of honey bee gene expression using a weighted gene correlation network analysis revealed that bap1 expression was highly correlated with several immune genes-most notably argonaute-2. The coexpression of bap1 and argonaute-2 was confirmed in an independent dataset that accounted for the effect of virus abundance. Together, these data demonstrate that bap1 is a taxonomically restricted, rapidly evolving antiviral immune gene. Future work will determine the role of bap1 in limiting replication of other viruses and examine the signal cascade responsible for regulating the expression of bap1 and other honey bee antiviral defense genes, including coexpressed ago-2, and determine whether the virus limiting function of bap1 acts in parallel or in tandem with RNAi.
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Affiliation(s)
- Alexander J. McMenamin
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT, United States
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT, United States
- Pollinator Health Center, Montana State University, Bozeman, MT, United States
| | - Laura M. Brutscher
- Pollinator Health Center, Montana State University, Bozeman, MT, United States
| | - Katie F. Daughenbaugh
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT, United States
- Pollinator Health Center, Montana State University, Bozeman, MT, United States
| | - Michelle L. Flenniken
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT, United States
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT, United States
- Pollinator Health Center, Montana State University, Bozeman, MT, United States
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Dalmon A, Diévart V, Thomasson M, Fouque R, Vaissière BE, Guilbaud L, Le Conte Y, Henry M. Possible Spillover of Pathogens between Bee Communities Foraging on the Same Floral Resource. INSECTS 2021; 12:insects12020122. [PMID: 33573084 PMCID: PMC7911050 DOI: 10.3390/insects12020122] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/14/2021] [Accepted: 01/25/2021] [Indexed: 01/02/2023]
Abstract
Simple Summary Floral resource availability is one of the keys to preserving the health of bee communities. However, flowers also present a risk of pathogen transmission, as infected pollinators could deposit pathogens while foraging, exposing other pollinators to infection via the consumption of contaminated nectar or pollen. Here, we studied, over time, the prevalence of seven viruses in bee communities that share the same small surface of floral resource in order to assess the risk of virus spillover. In total, 2057 bee specimens from 30 species were caught, identified and checked for the presence of viruses. Specimens from the Halictidae family were the dominant wild bees. The prevalence of viruses was quite high: at least one virus was detected in 78% of the samples, and co-infections were frequent. The genetic diversity of the viruses was also investigated to look for the possible association of geographic origin or host with shared ancestry. Abstract Viruses are known to contribute to bee population decline. Possible spillover is suspected from the co-occurrence of viruses in wild bees and honey bees. In order to study the risk of virus transmission between wild and managed bee species sharing the same floral resource, we tried to maximize the possible cross-infections using Phacelia tanacetifolia, which is highly attractive to honey bees and a broad range of wild bee species. Virus prevalence was compared over two years in Southern France. A total of 1137 wild bees from 29 wild bee species (based on COI barcoding) and 920 honey bees (Apis mellifera) were checked for the seven most common honey bee RNA viruses. Halictid bees were the most abundant. Co-infections were frequent, and Sacbrood virus (SBV), Black queen cell virus (BQCV), Acute bee paralysis virus (ABPV) and Israeli acute paralysis virus (IAPV) were widespread in the hymenopteran pollinator community. Conversely, Deformed wing virus (DWV) was detected at low levels in wild bees, whereas it was highly prevalent in honey bees (78.3% of the samples). Both wild bee and honey bee virus isolates were sequenced to look for possible host-specificity or geographical structuring. ABPV phylogeny suggested a specific cluster for Eucera bees, while isolates of DWV from bumble bees (Bombus spp.) clustered together with honey bee isolates, suggesting a possible spillover.
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Zhong X, Heinicke F, Lie BA, Rayner S. Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies. Noncoding RNA 2019; 5:ncrna5040049. [PMID: 31661777 PMCID: PMC6958438 DOI: 10.3390/ncrna5040049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 10/23/2019] [Accepted: 10/25/2019] [Indexed: 11/16/2022] Open
Abstract
A necessary pre-processing data analysis step is the removal of adapter sequences from the raw reads. While most adapter trimming tools require adapter sequence as an essential input, adapter information is often incomplete or missing. This can impact quantification of features, reproducibility of the study and might even lead to erroneous conclusions. Here, we provide examples to highlight the importance of specifying the adapter sequence by demonstrating the effect of using similar but different adapter sequences and identify additional potential sources of errors in the adapter trimming step. Finally, we propose solutions by which users can ensure their small RNA-seq data is fully annotated with adapter information.
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Affiliation(s)
- Xiangfu Zhong
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway.
| | - Fatima Heinicke
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway.
| | - Benedicte A Lie
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway.
| | - Simon Rayner
- Department of Medical Genetics, Oslo University Hospital and University of Oslo, 0450 Oslo, Norway.
- Hybrid Technology Hub-Centre of Excellence, Institute of Basic Medical Sciences, University of Oslo, 0372 Oslo, Norway.
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Huang Q, Li W, Chen Y, Retschnig-Tanner G, Yanez O, Neumann P, Evans JD. Dicer regulates Nosema ceranae proliferation in honeybees. INSECT MOLECULAR BIOLOGY 2019; 28:74-85. [PMID: 30171639 DOI: 10.1111/imb.12534] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Nosema ceranae is a microsporidian parasite that infects the honeybee midgut epithelium. The protein-coding gene Dicer is lost in most microsporidian genomes but is present in N. ceranae. By feeding infected honeybees with small interfering RNA targeting the N. ceranae gene coding Dicer (siRNA-Dicer), we found that N. ceranae spore loads were significantly reduced. In addition, over 10% of total parasite protein-coding genes showed significantly divergent expression profiles after siRNA-Dicer treatment. Parasite genes for cell proliferation, ABC transporters and hexokinase were downregulated at 3 days postinfection, a key point in the middle of parasite replication cycles. In addition, genes involved in metabolic pathways of honeybees and N. ceranae showed significant co-expression. Furthermore, the siRNA-Dicer treatment partly reversed the expression patterns of honeybee genes. The honeybee gene mucin-2-like showed significantly upregulation in the siRNA-Dicer group compared with the infection group continually at 4, 5 and 6 days postinfection, suggesting that the siRNA-Dicer feeding promoted the strength of the mucus barrier resulted from interrupted parasite proliferation. As the gene Dicer broadly regulates N. ceranae proliferation and honeybee metabolism, our data suggest the RNA interference pathway is an important infection strategy for N. ceranae.
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Affiliation(s)
- Q Huang
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Liebefeld, Switzerland
- Honey Bee Research Institute, Jiangxi Agricultural University, Nanchang, China
| | - W Li
- USDA-ARS Bee Research Laboratory, BARC-East, Building 306, Beltsville, Maryland, USA
| | - Y Chen
- USDA-ARS Bee Research Laboratory, BARC-East, Building 306, Beltsville, Maryland, USA
| | - G Retschnig-Tanner
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Liebefeld, Switzerland
| | - O Yanez
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Liebefeld, Switzerland
- Agroscope, Swiss Bee Research Center, Bern, Switzerland
| | - P Neumann
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Liebefeld, Switzerland
- Agroscope, Swiss Bee Research Center, Bern, Switzerland
- Bee Protection Laboratory, Department of Biology, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
| | - J D Evans
- USDA-ARS Bee Research Laboratory, BARC-East, Building 306, Beltsville, Maryland, USA
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Wei G, Sun L, Li R, Li L, Xu J, Ma F. Dynamic miRNA-mRNA regulations are essential for maintaining Drosophila immune homeostasis during Micrococcus luteus infection. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2018; 81:210-224. [PMID: 29198775 DOI: 10.1016/j.dci.2017.11.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 11/15/2017] [Accepted: 11/29/2017] [Indexed: 06/07/2023]
Abstract
Pathogen bacteria infections can lead to dynamic changes of microRNA (miRNA) and mRNA expression profiles, which may control synergistically the outcome of immune responses. To reveal the role of dynamic miRNA-mRNA regulation in Drosophila innate immune responses, we have detailedly analyzed the paired miRNA and mRNA expression profiles at three time points during Drosophila adult males with Micrococcus luteus (M. luteus) infection using RNA- and small RNA-seq data. Our results demonstrate that differentially expressed miRNAs and mRNAs represent extensively dynamic changes over three time points during Drosophila with M. luteus infection. The pathway enrichment analysis indicates that differentially expressed genes are involved in diverse signaling pathways, including Toll and Imd as well as orther signaling pathways at three time points during Drosophila with M. luteus infection. Remarkably, the dynamic change of miRNA expression is delayed by compared to mRNA expression change over three time points, implying that the "time" parameter should be considered when the function of miRNA/mRNA is further studied. In particular, the dynamic miRNA-mRNA regulatory networks have shown that miRNAs may synergistically regulate gene expressions of different signaling pathways to promote or inhibit innate immune responses and maintain homeostasis in Drosophila, and some new regulators involved in Drosophila innate immune response have been identified. Our findings strongly suggest that miRNA regulation is a key mechanism involved in fine-tuning cooperatively gene expressions of diverse signaling pathways to maintain innate immune response and homeostasis in Drosophila. Taken together, the present study reveals a novel role of dynamic miRNA-mRNA regulation in immune response to bacteria infection, and provides a new insight into the underlying molecular regulatory mechanism of Drosophila innate immune responses.
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Affiliation(s)
- Guanyun Wei
- Laboratory for Comparative Genomics and Bioinformatics, Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Science, Nanjing Normal University, Nanjing 210046, China
| | - Lianjie Sun
- Laboratory for Comparative Genomics and Bioinformatics, Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Science, Nanjing Normal University, Nanjing 210046, China
| | - Ruimin Li
- Laboratory for Comparative Genomics and Bioinformatics, Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Science, Nanjing Normal University, Nanjing 210046, China
| | - Lei Li
- Laboratory for Comparative Genomics and Bioinformatics, Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Science, Nanjing Normal University, Nanjing 210046, China; Laboratory of Intelligent Computation, School of Computer Science, Nanjing Normal University, Nanjing 210046, China
| | - Jiao Xu
- Laboratory for Comparative Genomics and Bioinformatics, Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Science, Nanjing Normal University, Nanjing 210046, China
| | - Fei Ma
- Laboratory for Comparative Genomics and Bioinformatics, Jiangsu Key Laboratory for Biodiversity and Biotechnology, College of Life Science, Nanjing Normal University, Nanjing 210046, China.
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