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Article

Depicting the RNA Virome of Hematophagous Arthropods from Belgrade, Serbia

1
Faculty of Medicine, Institute of Microbiology and Immunology, University of Belgrade, 11000 Belgrade, Serbia
2
Department of Zoonoses, National Institute for Communicable Disease Control and Prevention, Changping, Beijing 102206, China
3
Department for Genetic Research, Institute for Biological Research “Siniša Stanković”—National Institute of Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia
4
Department of Animal Development, Faculty of Biology, Institute of Zoology, University of Belgrade, 11000 Belgrade, Serbia
5
Natural History Museum in Belgrade, 11000 Belgrade, Serbia
6
Institute for Biocides and Medical Ecology, 11000 Belgrade, Serbia
7
Shanghai Public Health Clinical Center & Institute of Biomedical Sciences, Fudan University, Shanghai 200432, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Viruses 2020, 12(9), 975; https://doi.org/10.3390/v12090975
Submission received: 28 July 2020 / Revised: 26 August 2020 / Accepted: 28 August 2020 / Published: 2 September 2020
(This article belongs to the Special Issue Evolution and Diversity of Insect Viruses)

Abstract

:
Hematophagous arthropods are important vectors for zoonotic pathogens. To date, a huge number of viruses have been identified in these arthropods, with a considerable proportion of them being human pathogens. However, the viromes of hematophagous arthropods are still largely unresearched. In this study, a number of arthropods were collected from Belgrade, Serbia including mosquitoes, ticks and bedbugs. The viromes of these arthropods were identified and characterized using Illumina MiSeq sequencing. In total, 21 viruses belonging to 11 families were characterized, with 11 of them representing novel species. These results may contribute to our knowledge of RNA viruses in arthropods and the discovery of novel human pathogens.

1. Introduction

Phylum Arthropoda is estimated to contain as many as 5–10 million species, which accounts for approximately 80% of the Kingdom Animalia [1]. They play an important role in marine, freshwater, land and air ecosystems and because of their extensive diversity they are a natural reservoir for a diverse range of viruses. Until now, over 1500 arthropod virus species have been reported, revealing a substantial genomic heterogeneity that is still largely underestimated [2,3,4].
As currently estimated, more than two-thirds of the viral pathogens infecting humans are of zoonotic origin [5]. Hematophagous arthropods (e.g., ticks, mosquitoes, midges, sandflies, fleas, etc.) are important vectors for a multitude of zoonotic pathogens that are closely associated with human disease. Viruses transmitted to humans via arthropod vectors (e.g., dengue virus, West Nile virus, yellow fever virus, Japanese encephalitis virus, etc.) are known as arthropod-borne viruses (arboviruses) [6]. More than 100 human pathogenic arboviruses have been characterized and are classified into seven main families (Flaviviridae, Togaviridae, Nairoviridae, Phenuiviridae, Reoviridae, Rhabdoviridae, and Orthomyxoviridae) [6,7,8]. Over the past few decades, these viruses have posed a considerable threat to public health worldwide, and have caused millions of infections and deaths [9,10]. Although great efforts have been made, there is no doubt that a large number of uncharacterized viruses with the potential to become human pathogens still exist.
The meta-transcriptomics approach has enabled the rapid discovery of novel viruses, including those potentially infectious to humans. The viromes of some hematophagous arthropods have been well characterized using metagenomic methods [11,12,13,14,15,16], and lots of novel arthropod-specific viruses and vertebrate viruses have been identified. However, the viromes of various hematophagous arthropods are still poorly understood, especially those from Southern Europe. In order to understand the genomic biodiversity of viruses and identify potential arthropod-associated human pathogens, we comprehensively characterized and analyzed the viromes of multiple species of hematophagous arthropods sampled from Serbia, mostly in the capital city of Belgrade.

2. Methods

2.1. Collection and Processing of Arthropods

During June to September 2016, arthropods were collected from 27 sites in Serbia, most of which were within the city of Belgrade and its near surroundings (20.40° E, 44.59° N). The arthropods were immediately stored at −80 °C and then transported to China CDC at room temperature in DNA/RNA Shield (Zymo Research, Irvine, CA, USA) until RNA/DNA extraction. All arthropod samples were morphologically identified by an experienced technician, and this was subsequently confirmed by amplifying the mitochondrial 18S ribosomal RNA (18S rRNA) gene sequences and comparing them to the reference sequences from GenBank.

2.2. Sample Processing and RNA Extraction

The arthropod samples were removed from the DNA/RNA shield and then washed three times with phosphate-buffered saline (PBS). The collected arthropods were grouped into 39 batches based on species, collection place and date (360 mosquitoes were grouped in 18 batches, 37 ticks in 8 batches and 118 bedbugs/other arthropods in 13 batches) (Supplementary Materials, Table S1). The samples were homogenized into suspension in an 0.8 mL PBS solution on ice and then subjected to 2500× g centrifugation for 5 min. The supernatant was collected for RNA extraction. The QIAamp viral RNA Mini Kit (Qiagen GmbH, Hilden, Germany) was used for RNA extraction according to the manufacturer’s instructions.

2.3. RNA-Seq Sequencing, Reads Assembly, Virus Sequences Discovery and Confirmation

The total RNA of mosquitoes, ticks and bedbugs/other arthropods was subjected to RNA-seq library preparation following the standard Illumina protocol. The RNA was fragmented after the removal of rRNA using the Agilent 2100 Bioanalyzer, reverse-transcribed, placed in an adaptor, purified and examined by the ABI StepOnePlus Real-Time PCR System. Based on the hosts, the extracts were further merged into 3 pools for RNA-seq library construction and sequencing. The resulting reads were quality trimmed and then assembled into 263,883–355,228 contigs using the Trinity program. The genome of the hosts was not eliminated. The contigs were translated and compared to reference protein sequences of all known RNA viruses to search for virus sequences using Blastx. Sequences with e-values less than 1 e−5 were retained. The resulting sequences were then merged by identifying unassembled overlaps between neighboring contigs or within a scaffold using SeqMan implemented in the Lasergene software package v7.1 (DNAstar, Madison, WI, USA). Also, procedures for screening negative controls and elimination of the genome of arthropods hosts were not included in process. Finally, based on the metagenomic results, primers were designed for the nested RT-PCR protocol for all potential viral sequences obtained and used to screen the initial sample batches in order to examine which unit contained the target sequences (Supplementary Materials, Table S2).

2.4. Acquisition of the Coding-Complete Sequences or RdRp Genes

Some of the sequences obtained from the metagenomic approach were shorter than expected. To obtain complete CDS sequences or RNA dependent RNA polymerase (RdRp) genes, consensus primers were designed by comparing the obtained sequences with known viral sequences (Supplementary Materials, Table S3). After nested RT-PCR or semi-nested RT-PCR, the products were analyzed on 1.0% agarose gels. Single fragments were recovered and purified using an Minibest Agarose Gel DNA Extraction Kit (TaKaRa Bio, Kusatsu City, Japan). The purified products were then ligated into pMD19-T Vector Cloning Kit (TaKaRa Bio, Japan) and transformed into E. coli DH5α cells. Clones were randomly picked and sent for Sanger DNA sequencing (Sangon Biotechnology Company, Shanghai, China).

2.5. Phylogenetic Analysis

Viral RdRp sequences obtained in this study were aligned with the corresponding homologues of reference viruses (Supplementary Materials, Table S4). The sequence alignment was limited to conserved domains, with ambiguously aligned regions removed using Gblocks (v0.91b) [17]. Phylogenetic trees were inferred using the maximum likelihood method (ML) implemented in PhyML version 3.0 [18]. To estimate the support value for individual nodes, 1000 bootstrap replicates were obtained under the same procedure. All phylogenetic trees were mid-point rooted.

3. Results

3.1. Discovery of Divergent RNA Viruses in Arthropods

From June to September 2016, a total of 515 arthropods were sampled from 27 sites in Serbia (Table 1). They represent nine species and most of them are hematophagous arthropods (471/515) including ticks, mosquitoes, bedbugs, fleas, etc. RNA viromes in these arthropod samples were sequenced using Illumina MiSeq. About 106,073,982 reads were generated from three RNA sequencing libraries, which contained 37 I. ricinus ticks, 360 mosquitoes and 118 bedbugs/fleas/other arthropods, respectively. The reads were de novo assembled and then Blastx comparisons against sequences of RNA viruses were performed. We identified putative viral sequences and determined complete coding genome sequences or RdRp sequences where possible. In total, this study identified 21 viral species in the studied arthropods, based on CDS or near complete amino acid sequences of the RdRp. These data provide evidence for at least 10 known species and 11 potentially new species of RNA viruses, defined as those whose RdRp sequences share less than 25% amino acid identity with existing species (Table 2, Table S5). Although we did not perform PCR on DNA extract to exclude the possibility of these viruses being endogenous viral elements (EVEs), these viruses are not likely to be EVEs as they are present as complete genomes or CDSs without any interruptions. These viruses represent a variety of RNA virus taxa with +ssRNA, −ssRNA, and dsRNA genome and are specific to invertebrates, vertebrates or even to fungi and plants. Taxonomically, these viruses belong to the families/orders of Bunyavirales, Orthomyxoviridae, Mononegavirales, Picornavirales, Reoviridae, Luteoviridae, Narnviridae, Chrysoviridae and Virgaviridae. Finally, all of these virus sequences were successfully confirmed by RT-PCR.

3.2. Diverse Viruses Identified in Mosquitoes

A variety of viral sequences were identified in the datasets generated from mosquitoes, including those that fell within the families and orders of Mononegavirales, Bunyavirales, Narnaviridae, Picornavirales, Virgaviridae, Reoviridae and Luteoviridae. In total, nine tentative novel viral species were identified in mosquitoes, suggesting that some of the viruses were highly prevalent in mosquitoes. In particular, Serbia narna-like virus 1 str. 85061, Serbia virga-like virus 1 str. 88617 and Serbia picorna-like virus 1 str. 71282 appeared in all except one of the 18 mosquito batches. These results highlight the very common occurrence of some viral infections in the studied population of Culex pipiens.
Mononegavirales is a large, diverse order of viruses that have ss −RNA genomes. In this study, two members of the Mononegavirales order were identified in mosquitoes, one of which (Merida-like virus str. 73462) shows 99% aa identity with the Merida-like virus, from the Rhabdoviridae family. The Merida-like virus was initially identified in C. pipiens mosquitoes from Thrace/Anatolia, Turkey, which is located over 1000 km from Belgrade [19]. This finding may suggest the common occurrence and high conservation of this virus in Culex mosquitoes. Another mononega-like virus was tentatively assigned as a new virus species and nominated as the Serbia mononega-like virus 1. The proposed Serbia mononega-like virus 1 is predicted to have a 12,933 nt long genome, presenting a single ORF between coordinates 761–10,147 and encoding a putative 3128 aa long polyprotein. The Serbia mononega-like virus 1 is genetically related to the Culex mononega-like virus 2 (CuMV2) identified in western Australia (Identity: 56.6% at the RNA level, and 41% at the predicted protein level), which is currently unclassified but assigned to the order of Mononegavirales [20]. In the phylogenetic tree, the Serbia mononega-like virus 1 and CuMV2 cluster together and form a distinct clade, indicating that they may represent a group of widely distributed Culex-borne mononega-like viruses (Figure 1).
Virgaviridae is a family of ss +RNA viruses known to infect plants [21]. In this study, two virga-like viruses were identified in mosquitoes. One shows 91% amino acid identity to Hubei virga-like virus 2 identified in mosquitoes sampled from China [3], while the other shows as low as 31% amino acid identity to Loreto virus with a 43% coverage [22], suggesting that it represents a novel species (Serbia virga-like virus 1). Genome structure analysis indicates that both length and location of ORFs are similar to those of other Virgaviruses. Although the detection rate is quite high (17/18, 94.44%), it is possible that these sequences are not from the mosquito themselves but from their food such as plant nectar or fruit juices.
Narnaviridae is a family of ss +RNA viruses with a genome normally between 2.3–3.6 kb [23]. In this study, four novel members of the Narnaviridae were identified in mosquitoes and the complete or nearly complete genome sequences were obtained. Of these, the Serbia narna-like virus 1 str. 85061 shows extremely high prevalence with a 94.74% positive rate in all batches, while the other three virus species have a positive rate of 5.26% each. Fungi are believed to be natural host for narnaviruses [23]. In recent years, a number of narnaviruses has been identified in arthropods, nevertheless, as they are often co-detected with a group of fungal pathogens, it may be considered more plausible for them to be truly associated with fungi than with mosquitoes themselves [24]. In the phylogenetic tree, Serbia narna-like virus 1 str. 85061 and Serbia narna-like virus 3 str. 72060 closely clustered with Hubei narna-like virus 3 and Hubei narna-like virus 17 in mosquitoes sampled from China [3], respectively (Figure 2). Meanwhile, the Serbia narna-like virus 2 str. 88619 strain forms a distinct lineage in the tree with a highest 30% amino acid identity and 90% coverage to the Wangarabell virus identified in ticks from Australia [13].
The complete genome sequences of two picornaviruses were obtained. One is a Culex Iflavi-like virus 4 which was firstly identified in California, the USA [14]. The amino acid identity between these two picornaviruses is as high as 98% and the positive rate in Serbia mosquito batches is 36.84%, suggesting the widespread distribution of this virus in a wide range of geographic areas. Another picornavirus named as Serbia picorna-like virus 1 str. 71282 in this study is mostly related to Himetobi P virus that was found to infect Laodelphax striatellus planthopper in Japan [25]. The highest 41% amino acid identity and 54% coverage indicate that it represents a new picorna-like virus species.
A novel bunya-like virus named Serbia bunya-like virus 1 was identified in the mosquito samples. The L segment has a length of 7649 nt, encoding a single ORF of putative 1995 aa long RNA-dependent RNA polymerase. It shows highest identity of 57% with bunyaviruses identified from Culex pipiens in northern California, USA [24]. Furthermore, one Reo-like virus (Serbia Reo-like virus str. 61323) strain was identified, which may also represent a novel virus species (Figure 3). The sequences of some Chrysoviridae viruses were also identified from the sequence dataset obtained from mosquitos.

3.3. Viruses Identified in Ticks, Bedbugs and Fleas

Virus sequences belonging to Luteoviridae, Picornaviridae, Bunyavirales and Mononegavirales were identified from the Ixodes ricinus ticks. The complete sequence of a Pustyn virus strain, which belongs to Nairoviridae was identified. It shows as high as 99% aa identity to the Pustyn virus identified from the Nizhniy Novgorod district, which is located 2000 km from Belgrade, suggesting the extremely high conservation of this virus. Besides, partial RdRp sequences of a mononega-like virus, a bunya-like virus and a Falcovirus were identified, which show 51%, 52% and 99% identities to the Norway mononegavirus 1, Hubei odonate virus 9 and Falcovirus A1 [22,26], respectively. However, the complete RdRp sequences were not obtained in this study.
Furthermore, it is noteworthy that a Jingmen virus was identified in three ticks pools. The Jingmen virus is a distinct group of tick-borne viruses that possess a segmented genome but show partial sequence identity to unsegmented viruses [27]. In this study, the complete ORF of RdRp was obtained. Phylogenetic analysis indicates that this Jingmen strain is mostly related to the Alongshan virus with 88% aa identity, which has been shown to infect humans and cause febrile symptoms in China [28] (Figure 4). The Jingmen virus has recently been reported in the Balkans in Crimean-Congo hemorrhagic fever patients from Kosovo [29]. However, the newly described Jingmen virus Belgrade strain has only 80% aa identity to the Kosovo strain. In sum, this result indicates the high genetic diversity of Jingmen viruses in the Balkan Peninsula, moreover, it implies that this Jingmen virus strain might have the potential to cause human diseases.
In the current study, two novel viruses were identified in Cimex lectularius bugs. A picorna-like virus named Serbia picorna-like virus 2 Str. 153396 was identified, which shows the highest identity to Hubei picorna-like virus 31 from Odonata with 41% aa identity [3]. A reo-like virus named Serbia reo-like virus 2 Str. 154147 shows the highest 49% aa identity to several Orbiviruses, such as the Parry’s Lagoon virus identified from Culex annulirostris mosquitoes and the Big Cypress virus from Psorophora columbiae mosquitoes [30]. In the phylogenetic tree, this virus falls into the orbivirus cluster, indicating that it is a novel species of the genus Orbivirus, family Reoviridae. Orbiviruses are mainly harbored and transmitted by haematophagus arthropods, such as ticks, mosquitoes and sandflies (Figure 3). Some of them cause animal diseases (bluetongue virus, African horse sickness virus, epizootic hemorrhagic disease virus, etc.) [31]. Notably, IgM and IgG against Yunnan orbivirus have been detected in one patient in China, suggesting that human infections by orbivirus may occasionally occur [32]. In this study, the Serbia reo-like virus 2 Str. 154147 is the first report of an Orbivirus identified from Cimex bed bugs. Its pathogenicity to humans and animals has yet be studied.

4. Discussion

In this study, we used a meta-transcriptomics approach to characterize the viromes in hematophagous arthropods including mosquitoes, ticks, bedbugs and fleas. The complete or near complete RdRp sequences of 21 RNA viruses were identified and phylogenetically analyzed, and 11 of these represent novel virus species. These virus species fell into known families and orders including Mononegavirales, Bunyavirales, Narnaviridae, Picornavirale, Virgaviridae, Reoviridae, and Luteoviridae. The studies herein suggest that although much work has been done on arthropod viral vectors, the realm of new viruses in them still needs to be characterize. The study provided an insight into the rich genetic and phylogenetic diversity of the hematophagous arthropod viromes. These arthropods, especially mosquitoes and ticks, are some of the most important viral vectors in the world and are closely related to human diseases. Serbia, situated in the Balkan Peninsula in Southern Europe, is known as an endemic region for arthropod borne pathogens [33]. Several arboviruses are known to be present and circulating in Serbia, e.g., the Crimean-Congo haemorrhagic fever virus (CCHFV) was reported for the first time in several decades, while the West-Nile virus (WNV) was detected less than 10 years ago in 2012, when the biggest seasonal WNV outbreak in Europe was reported in Serbia, mainly in Belgrade [34,35]. Notably, few known human or animal arboviruses were identified in this study, although previous studies detected West Nile virus in nearly 10% of studied mosquito pools in 2014 and 2015 [36]. The pathogenicity of the novel viruses identified in this work is still to be determined in further study. In addition, it is noteworthy that a Jingmen virus strain was characterized in Ixodes ticks, which shows the highest 88% aa identity to the Alongshan virus identified in a febrile patient in China [28] and 80% aa identity to a Jingmen virus strain from hemorrhagic fever patients from Kosovo [29]. The prevalence of the Jingmen virus in tick batches was as high as nearly 40%, which indicates the potential public health risk of this virus in Serbia.
Of the RNA viruses discovered here from mosquitoes, four were from families of (+) ssRNA viruses (Luteoviridae, Virgaviridae) currently only known to infect plants and one was from viruses specific to animals (Falcovirus). Since both male and female mosquitoes feed on plant nectar and fruit juices, and females also feed on the blood of animals, it is possible that some of these sequences are not mosquito-infecting viruses but are of plant or animal origin. Furthermore, in mosquitoes and ticks, some members of Narnaviridae were identified, which are naturally harbored by fungi. As was previously illustrated, it is more plausible that these sequences are from fungal pathogens infecting arthropods, instead of the arthropods themselves [24]. However, the extremely high abundance of Serbia narna-like virus 1 suggests the possibility that they are directly associated with the arthropod hosts.
Arthropods have been considered as the major reservoir hosts for many RNA viruses in vertebrates and plants. In recent years, an enormous range of viruses has been identified in arthropods, many of which appear to be ancestral to recognized virus species [3,4]. The amazing number and genetic diversity suggest that our knowledge of viromes in arthropods is still superficial or even primitive. Our work identified 11 novel viruses located in various positions of the phylogenetic tree, which further contributes to a better understanding of the biodiversity and evolutionary history of arthropod viruses. It is also interesting that some of the arthropod viruses are widely distributed geographically and have very little divergence. For example, the Hubei_virga-like_virus_2_Str. 105856 and Merida-like_virus_Str. 73462 show >99% identity to virus strains identified in China and Turkey, respectively, which are thousands of kilometers in geographical distance from Belgrade. This low divergence across large geographical distances may suggest the close association of these viruses to their arthropod hosts throughout evolutionary history.

Supplementary Materials

The following are available online at https://www.mdpi.com/1999-4915/12/9/975/s1, Table S1 The pool size, collecting sites and date of the arthropods collected from Belgrade, Table S2: The primers used for confirmation of the viruses detected in RNA-seq sequencing, Table S3: Primers used for amplification of the complete CDS or RdRp gene of the novel viruses, Table S4: Reference sequences used in phylogenetic analysis, Table S5: Known viruses identified in this study, Table S6: Positive samples for identified viruses.

Author Contributions

Conceptualization, Y.Z. and M.S.; Methodology, G.S. and K.L.; Validation, G.S., M.Š. and V.Ć.; Resources, B.I., M.P., B.P., and I.Đ.M.; Investigation, K.L.; Writing—Original draft, K.L., M.S., and Y.Z.; Supervision, Y.Z.; Project Administration, Y.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This work was partly funded by the National Important Scientific & Technology Project (2018ZX10101002-002), the National Natural Science Foundation of China (Grants 81702016, 81861138003), the Ministry of Education, Science and Technological Development of the Republic of Serbia, grants No. 200110, 451-03-68/2020-14/200007, 451-03-68/2020-14/ 200178 and the China-Serbia Collaborative Program of Science and Technology, grant (2015) 266 No. 3-4/337-00-125/2015-09/and Science Fund of the Republic of Serbia, PROMIS, grant No 6059147, IN-DEPTH.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Whitman, J.D.; Yanega, D.; Watson, C.B.G.; Strode, V.W. Collection and preservation of terrestrial arthropods. Methods Mol. Biol. 2019, 1897, 163–189. [Google Scholar]
  2. Tabachnick, W.J. Ecological effects on arbovirus-mosquito cycles of transmission. Curr. Opin. Virol. 2016, 21, 124–131. [Google Scholar] [CrossRef] [PubMed]
  3. Shi, M.; Lin, X.D.; Tian, J.H.; Chen, L.J.; Chen, X.; Li, C.X.; Qin, X.C.; Li, J.; Cao, J.P.; Eden, J.S.; et al. Redefining the invertebrate RNA virosphere. Nature 2016, 540, 539–543. [Google Scholar] [CrossRef] [PubMed]
  4. Li, C.X.; Shi, M.; Tian, J.H.; Lin, X.D.; Kang, Y.J.; Chen, L.J.; Qin, X.C.; Xu, J.; Holmes, E.C.; Zhang, Y.Z. Unprecedented genomic diversity of RNA viruses in arthropods reveals the ancestry of negative-sense RNA viruses. Elife 2015, 4, e05378. [Google Scholar] [CrossRef]
  5. Cutler, S.J.; Fooks, A.R.; van der Poel, W.H. Public health threat of new, reemerging, and neglected zoonoses in the industrialized world. Emerg. Infect Dis. 2010, 16, 1–7. [Google Scholar] [CrossRef] [PubMed]
  6. Weaver, S.C.; Reisen, W.K. Present and future arboviral. Threat. Antivir. Res. 2010, 85, 328–345. [Google Scholar] [CrossRef] [Green Version]
  7. Liang, G.; Li, X.; Gao, X.; Fu, S.; Wang, H.; Li, M.; Lu, Z.; Zhu, W.; Lu, X.; Wang, L.; et al. Arboviruses and their related infections in China: A comprehensive field and laboratory investigation over the last 3 decades. Rev. Med. Virol. 2018, 28. [Google Scholar] [CrossRef]
  8. Calisher, C.H.; Higgs, S. The discovery of arthropod-specific viruses in hematophagous arthropods: An open door to understanding the mechanisms of arbovirus and arthropod evolution? Annu. Rev. Entomol. 2018, 63, 87–103. [Google Scholar] [CrossRef]
  9. Tomori, O. Yellow fever: The recurring plague. Crit. Rev. Clin. Lab. Sci. 2004, 41, 391–427. [Google Scholar] [CrossRef]
  10. Byard, R.W. Lethal dengue virus infection: A forensic overview. Am. J. Forensic. Med. Pathol. 2016, 37, 74–78. [Google Scholar] [CrossRef]
  11. Atoni, E.; Wang, Y.; Karungu, S.; Waruhiu, C.; Zohaib, A.; Obanda, V.; Agwanda, B.; Mutua, M.; Xia, H.; Yuan, Z. Metagenomic virome analysis of culex mosquitoes from Kenya and China. Viruses 2018, 10, 30. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  12. Xia, H.; Hu, C.; Zhang, D.; Tang, S.; Zhang, Z.; Kou, Z.; Fan, Z.; Bente, D.; Zeng, C.; Li, T. Metagenomic profile of the viral communities in Rhipicephalus spp. ticks from Yunnan, China. PLoS ONE 2015, 10, e0121609. [Google Scholar] [CrossRef] [Green Version]
  13. Harvey, E.; Rose, K.; Eden, J.S.; Lo, N.; Abeyasuriya, T.; Shi, M.; Doggett, S.L.; Holmes, E.C. Extensive diversity of RNA viruses in Australian ticks. J. Virol. 2019, 93, e01358:1–e01358:18. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Sadeghi, M.; Altan, E.; Deng, X.; Barker, C.M.; Fang, Y.; Coffey, L.L.; Delwart, E. Virome of > 12 thousand Culex mosquitoes from throughout California. Virology 2018, 523, 74–88. [Google Scholar] [CrossRef] [PubMed]
  15. Pettersson, J.H.; Shi, M.; Bohlin, J.; Eldholm, V.; Brynildsrud, O.B.; Paulsen, K.M.; Andreassen, Å.; Holmes, E.C. Characterizing the virome of Ixodes ricinus ticks from northern Europe. Sci. Rep. 2017, 7, 10870. [Google Scholar] [CrossRef] [Green Version]
  16. Temmam, S.; Monteil-Bouchard, S.; Robert, C.; Baudoin, J.P.; Sambou, M.; Aubadie-Ladrix, M.; Labas, N.; Raoult, D.; Mediannikov, O.; Desnues, C. Characterization of viral communities of biting midges and identification of novel thogotovirus species and rhabdovirus genus. Viruses 2016, 8, 77. [Google Scholar] [CrossRef] [PubMed]
  17. Talavera, G.; Castresana, J. Improvement of phylogenies after removing divergent and ambiguously aligned blocks from protein sequence alignments. Syst. Biol. 2007, 56, 564–577. [Google Scholar] [CrossRef] [Green Version]
  18. Guindon, S.; Gascuel, O. A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood. Syst. Biol. 2003, 52, 696–704. [Google Scholar] [CrossRef] [Green Version]
  19. Ergünay, K.; Brinkmann, A.; Litzba, N.; Günay, F.; Kar, S.; Öter, K.; Örsten, S.; Sarıkaya, Y.; Alten, B.; Nitsche, A.; et al. A novel rhabdovirus, related to Merida virus, in field-collected mosquitoes from Anatolia and Thrace. Arch. Virol. 2017, 162, 1903–1911. [Google Scholar] [CrossRef]
  20. Shi, M.; Neville, P.; Nicholson, J.; Eden, J.S.; Imrie, A.; Holmes, E.C. High-resolution metatranscriptomics reveals the ecological dynamics of mosquito-associated RNA viruses in Western Australia. J. Virol. 2017, 91, e00680-17. [Google Scholar] [CrossRef] [Green Version]
  21. Adams, M.J.; Adkins, S.; Bragard, C.; Gilmer, D.; Li, D.; MacFarlane, S.A.; Wong, S.M.; Melcher, U.; Ratti, C.; Ryu, K.H. Ictv report consortium. ICTV virus taxonomy profile: Virgaviridae. J. Gen. Virol. 2017, 98, 1999–2000. [Google Scholar] [CrossRef] [PubMed]
  22. Nunes, M.R.T.; Contreras-Gutierrez, M.A.; Guzman, H.; Martins, L.C.; Barbirato, M.F.; Savit, C.; Balta, V.; Uribe, S.; Vivero, R.; Suaza, J.D.; et al. Genetic characterization, molecular epidemiology, and phylogenetic relationships of insect-specific viruses in the taxon Negevirus. Virology 2017, 504, 152–167. [Google Scholar] [CrossRef] [PubMed]
  23. Hillman, B.I.; Cai, G. The family narnaviridae: Simplest of RNA viruses. Adv. Virus. Res. 2013, 86, 149–176. [Google Scholar] [PubMed]
  24. Chandler, J.A.; Liu, R.M.; Bennett, S.N. RNA shotgun metagenomic sequencing of northern California (USA) mosquitoes uncovers viruses, bacteria, and fungi. Fron. Microbiol. 2015, 6, 185. [Google Scholar] [CrossRef] [Green Version]
  25. Toriyama, S.; Guy, P.L.; Fuji, S.; Takahashi, M. Characterization of a new picorna-like virus, himetobi P virus, in planthoppers. J. Gen. Virol. 1992, 73, 1021–1023. [Google Scholar] [CrossRef]
  26. Boros, Á.; Pankovics, P.; Simmonds, P.; Pollák, E.; Mátics, R.; Phan, T.G.; Delwart, E.; Reuter, G. Genome analysis of a novel, highly divergent picornavirus from common kestrel (Falco tinnunculus): The first non-enteroviral picornavirus with type-I-like IRES. Infect. Genet. Evol. 2015, 32, 425–431. [Google Scholar] [CrossRef]
  27. Temmam, S.; Bigot, T.; Chrétien, D.; Gondard, M.; Pérot, P.; Pommelet, V.; Dufour, E.; Petres, S.; Devillers, E.; Hoem, T.; et al. Insights into the host range, genetic diversity, and geographical distribution of jingmenviruses. MSphere. 2019, 4, e00645-19. [Google Scholar] [CrossRef] [Green Version]
  28. Wang, Z.D.; Wang, B.; Wei, F.; Han, S.Z.; Zhang, L.; Yang, Z.T.; Yan, Y.; Lv, X.L.; Li, L.; Wang, S.C.; et al. A new segmented virus associated with human febrile illness in China. N. Engl. J. Med. 2019, 380, 2116–2125. [Google Scholar] [CrossRef]
  29. Emmerich, P.; Jakupi, X.; von Possel, R.; Berisha, L.; Halili, B.; Günther, S.; Cadar, D.; Ahmeti, S.; Schmidt-Chanasit, J. Viral metagenomics, genetic and evolutionary characteristics of Crimean-Congo hemorrhagic fever orthonairovirus in humans, Kosovo. Infect Genet. Evol. 2018, 65, 6–11. [Google Scholar] [CrossRef]
  30. Harrison, J.J.; Warrilow, D.; McLean, B.J.; Watterson, D.; O’Brien, C.A.; Colmant, A.M.; Johansen, C.A.; Barnard, R.T.; Hall-Mendelin, S.; Davis, S.S.; et al. A new Orbivirus isolated from mosquitoes in North-Western Australia shows antigenic and genetic similarity to Corriparta Virus but does not replicate in vertebrate cells. Viruses 2016, 8, 141. [Google Scholar] [CrossRef]
  31. Maclachlan, N.J.; Guthrie, A.J. Re-emergence of bluetongue, African horse sickness, and other orbivirus diseases. Vet. Res. 2010, 41, 35. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Wang, J.; Zhang, H.; Sun, X.; Fu, S.; Wang, H.; Feng, Y.; Wang, H.; Tang, Q.; Liang, G.D. Distribution of mosquitoes and mosquito-borne arboviruses in Yunnan province near the China–Myanmar–Laos border. Am. J. Trop. Med. Hyg. 2011, 84, 738–746. [Google Scholar] [CrossRef] [PubMed]
  33. Li, K.; Stanojević, M.; Stamenković, G.; Ilić, B.; Paunović, M.; Lu, M.; Pešić, B.; Đurić Maslovara, I.; Siljic, M.; Cirkovic, V.; et al. Insight into diversity of bacteria belonging to the order rickettsiales in 9 arthropods species collected in Serbia. Sci. Rep. 2019, 9, 18680. [Google Scholar] [CrossRef]
  34. Gligic, A.; Stamatovic, I.; Stojanovic, R.; Obradovic, M.; Boskovic, R. The first isolation of the crimean hemorraghic fever virus in Yugoslavia. Vojn. Pregl. 1977, 34, 318–321. [Google Scholar]
  35. Popović, N.; Milošević, B.; Urošević, A.; Poluga, J.; Lavadinović, L.; Nedelijković, J.; Jevtović, D.; Dulović, O. Outbreak of west nile virus infection among humans in Serbia, august to october 2012. Eur. Surveill. 2013, 18. [Google Scholar] [CrossRef] [Green Version]
  36. Petrović, T.; Šekler, M.; Petrić, D.; Lazić, S.; Debeljak, Z.; Vidanović, D.; Ignjatović Ćupina, A.; Lazić, G.; Lupulović, D.; Kolarević, M.; et al. Methodology and results of integrated WNV surveillance programmes in Serbia. PLoS ONE 2018, 13, e0195439. [Google Scholar] [CrossRef] [Green Version]
Figure 1. Phylogenetic analysis of -ssRNA viruses including Mononegarales and Bunyavirales. Phylogenetic trees were inferred using the ML method, with 1000 bootstrap replicates and mid-point rooting. Red: viruses from mosquitoes (Culex Pipiens), green: virus from ticks (Ixodes ricinus).
Figure 1. Phylogenetic analysis of -ssRNA viruses including Mononegarales and Bunyavirales. Phylogenetic trees were inferred using the ML method, with 1000 bootstrap replicates and mid-point rooting. Red: viruses from mosquitoes (Culex Pipiens), green: virus from ticks (Ixodes ricinus).
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Figure 2. Phylogenetic analysis of +ssRNA viruses including Narnaviridae, Picornaviridae, Virgaviridae and Luteoviridae. The phylogenetic trees were inferred using the maximum likelihood (ML) method, with 1000 bootstrap replicates and mid-point rooting. Red: viruses from mosquitoes (Culex Pipiens), blue: virus from bedbugs (Cimex lectularius).
Figure 2. Phylogenetic analysis of +ssRNA viruses including Narnaviridae, Picornaviridae, Virgaviridae and Luteoviridae. The phylogenetic trees were inferred using the maximum likelihood (ML) method, with 1000 bootstrap replicates and mid-point rooting. Red: viruses from mosquitoes (Culex Pipiens), blue: virus from bedbugs (Cimex lectularius).
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Figure 3. Phylogenetic analysis of dsRNA viruses including Reoviridae and Chrysoviridae. The phylogenetic trees were inferred using the ML method, with 1000 bootstrap replicates and mid-point rooting. Red: viruses from mosquitoes (Culex Pipiens), blue: virus from bedbugs (Cimex lectularius).
Figure 3. Phylogenetic analysis of dsRNA viruses including Reoviridae and Chrysoviridae. The phylogenetic trees were inferred using the ML method, with 1000 bootstrap replicates and mid-point rooting. Red: viruses from mosquitoes (Culex Pipiens), blue: virus from bedbugs (Cimex lectularius).
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Figure 4. Phylogenetic analysis of the Jingmen tick viruses. The phylogenetic trees were inferred using the ML method, with 1000 bootstrap replicates and mid-point rooting.
Figure 4. Phylogenetic analysis of the Jingmen tick viruses. The phylogenetic trees were inferred using the ML method, with 1000 bootstrap replicates and mid-point rooting.
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Table 1. Summary of the sampling sites, species and sequenced data.
Table 1. Summary of the sampling sites, species and sequenced data.
LocationCoordinatesSpeciesPool SizeNo. of Sequenced ReadsAverage Length of Reads
BelgradeN44.759–N44.881
E20.244–E20.625
Culex pipiens L36043699119150
Belgrade and surrounding areasN42.710–N45.455
E19.220–E22.342
Ixodes ricinus3728141701150
Belgrade and surrounding areasN44.690–N44.935
E20.450–E21.136
Cimex lectularius
and other arthropods
11834233162150
Table 2. Novel viruses identified in this study.
Table 2. Novel viruses identified in this study.
Provisional NameAccession NumberHostTaxonBest HitCoverage (%)Identity (%)Sequence LengthObtained Region
Serbia mononega-like virus 1_Str. 74230MT822181Culex pipiensMononegaviraleCulex mononega-like virus 2434112,933Complete CDS
Serbia bunya-like virus 1_Str. 100284MT822182Culex pipiensBunyaviralesBunyaviridae environmental sample95577649Complete RdRp
Serbia narna-like virus 1_Str. 85061MT822183Culex pipiensNarnaviridaeHubei narna-like virus 1783713280Complete RdRp
Serbia narna-like virus 2_Str. 88619MT822184Culex pipiensNarnaviridaeWangarabell virus90305269Complete RdRp
Serbia narna-like virus 3_Str. 72060MT822185Culex pipiensNarnaviridaeHubei narna-like virus 389482685Complete RdRp
Serbia narna-like virus 4_Str. 67307MT822186Culex pipiensNarnaviridaeHubei narna-like virus 1670442889Complete RdRp
Serbia picorna-like virus 1_Str. 71282MT822187Culex pipiensPicornaviraleHimetobi P virus56419132Complete CDS
Serbia virga-like virus 1_Str. 88617MT822191Culex pipiensVirgaviridaeLoreto virus433110,501Complete CDS
Serbia reo-like virus 1_Str. 61323MT822189Culex pipiensReoviridaeuncultured virus59574018Complete RdRp
Serbia reo-like virus 2_Str. 154147MT822190Cimex lectulariusReoviridaeParry’s Lagoon virus98493922Complete RdRp
Serbia picorna-like virus 2_Str. 153396MT822188Cimex lectulariusPicornaviralesHubei picorna-like virus 3173419931Complete CDS

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MDPI and ACS Style

Stanojević, M.; Li, K.; Stamenković, G.; Ilić, B.; Paunović, M.; Pešić, B.; Maslovara, I.Đ.; Šiljić, M.; Ćirković, V.; Zhang, Y. Depicting the RNA Virome of Hematophagous Arthropods from Belgrade, Serbia. Viruses 2020, 12, 975. https://doi.org/10.3390/v12090975

AMA Style

Stanojević M, Li K, Stamenković G, Ilić B, Paunović M, Pešić B, Maslovara IĐ, Šiljić M, Ćirković V, Zhang Y. Depicting the RNA Virome of Hematophagous Arthropods from Belgrade, Serbia. Viruses. 2020; 12(9):975. https://doi.org/10.3390/v12090975

Chicago/Turabian Style

Stanojević, Maja, Kun Li, Gorana Stamenković, Bojan Ilić, Milan Paunović, Branislav Pešić, Ivana Đurić Maslovara, Marina Šiljić, Valentina Ćirković, and Yongzhen Zhang. 2020. "Depicting the RNA Virome of Hematophagous Arthropods from Belgrade, Serbia" Viruses 12, no. 9: 975. https://doi.org/10.3390/v12090975

APA Style

Stanojević, M., Li, K., Stamenković, G., Ilić, B., Paunović, M., Pešić, B., Maslovara, I. Đ., Šiljić, M., Ćirković, V., & Zhang, Y. (2020). Depicting the RNA Virome of Hematophagous Arthropods from Belgrade, Serbia. Viruses, 12(9), 975. https://doi.org/10.3390/v12090975

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