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Isopods infesting Atlantic bonefish (Albula vulpes) host novel viruses, including reoviruses related to global pathogens, and opportunistically feed on humans

Published online by Cambridge University Press:  20 November 2024

Tony L. Goldberg*
Affiliation:
Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
Addiel U. Perez
Affiliation:
Bonefish & Tarpon Trust, Miami, FL, USA
Lewis J. Campbell
Affiliation:
Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
*
Corresponding author: Tony L. Goldberg; Email: tony.goldberg@wisc.edu

Abstract

Isopods infest fish worldwide, but their role as disease vectors remains poorly understood. Here, we describe infestation of Atlantic bonefish (Albula vulpes) in Belize with isopods in two of three locations studied, with infestation rates of 15 and 44%. Isopods fed aggressively, and infested fish showed missing scales and scars. Gross morphologic and molecular phylogenetic analyses revealed the isopods to cluster within the family Aegidae and to be most closely related to members of the genus Rocinela, which are globally distributed micro-predators of fish. Metagenomic analysis of 10 isopods identified 11 viruses, including two novel reoviruses (Reovirales) in the families Sedoreoviridae and Spinareoviridae. The novel sedoreovirus clustered phylogenetically within an invertebrate-specific clade of viruses related to the genus Orbivirus, which contains arboviruses of global concern for mammal health. The novel spinareovirus clustered within the fish-infecting genus Aquareovirus, which contains viruses of global concern for fish health. Metagenomic analyses revealed no evidence of infection of bonefish with the novel aquareovirus, suggesting that viremia in bonefish is absent, low, or transient, or that isopods may have acquired the virus from other fish. During field collections, isopods aggressively bit humans, and blood meal analysis confirmed that isopods had fed on bonefish, other fish, and humans. Vector-borne transmission may be an underappreciated mechanism for aquareovirus transmission and for virus host switching between fish and other species, which has been inferred across viral families from studies of deep virus evolution.

Type
Research Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
Copyright © The Author(s), 2024. Published by Cambridge University Press

Introduction

Parasitic and micro-predatory crustaceans are taxonomically diverse and globally distributed among a broad range of fish hosts (Smit et al., Reference Smit, Bruce and Hadfield2019b). These crustaceans include the taxa Amphipoda, Ascothoracida, Branchiura, Cirripedia, Copepoda, Isopoda, Ostracoda, Pentastomida and Tantulocarida, all of which have evolved intricate relationships with their hosts over long expanses of time (Klompmaker and Boxshall, Reference Klompmaker and Boxshall2015; Smit et al., Reference Smit, Bruce, Hadfield, Smit, Bruce and Hadfield2019a). Such crustaceans are known to vector fish pathogens (Overstreet et al., Reference Overstreet, Jovonovich and Ma2009). However, much knowledge about crustaceans as disease vectors comes from studies of infestations/infections that threaten aquaculture. For example, a great deal is known about the transmission of salmonid diseases by copepods (‘sea lice’) because of economic damage suffered by aquaculture operations from these parasites and the pathogens they transmit (Overstreet et al., Reference Overstreet, Jovonovich and Ma2009; Hadfield and Smit, Reference Hadfield, Smit, Smit, Bruce and Hadfield2019; Bass et al., Reference Bass, Rueckert, Stern, Cleary, Taylor, Ward and Huys2021). Far less is known about the natural history of other crustaceans and the pathogens they transmit within and among wild fish.

Fish also host myriad viruses, and the remarkable diversity fish viruses has only recently come to light (Harvey and Holmes, Reference Harvey and Holmes2022). These viruses include the aetiological agents of fish diseases that threaten wild fisheries and aquaculture worldwide (Crane and Hyatt, Reference Crane and Hyatt2011; Mondal et al., Reference Mondal, Chandrasekaran, Mukherjee and Thomas2022). They also include distant relatives of notorious pathogens of humans and other terrestrial animals that threaten global health, such as ebolaviruses, coronaviruses, and influenza viruses (Parry et al., Reference Parry, Wille, Turnbull, Geoghegan and Holmes2020; Geoghegan et al., Reference Geoghegan, Di Giallonardo, Wille, Ortiz-Baez, Costa, Ghaly, Mifsud, Turnbull, Bellwood, Williamson and Holmes2021; Hierweger et al., Reference Hierweger, Koch, Rupp, Maes, Di Paola, Bruggmann, Kuhn, Schmidt-Posthaus and Seuberlich2021; Miller et al., Reference Miller, Mifsud, Costa, Grimwood, Kitson, Baker, Brosnahan, Pande, Holmes, Gemmell and Geoghegan2021; Harvey and Holmes, Reference Harvey and Holmes2022). Studies of the deep evolution of fish viruses and their relatives show frequent host switching among fish lineages and between fish and other vertebrate classes (Geoghegan et al., Reference Geoghegan, Di Giallonardo, Wille, Ortiz-Baez, Costa, Ghaly, Mifsud, Turnbull, Bellwood, Williamson and Holmes2021; Harvey and Holmes, Reference Harvey and Holmes2022). However, ecological mechanisms underlying such host switching are poorly understood, as are modes of transmission of most fish viruses in their natural hosts.

Herein is described an investigation of isopods infesting wild Atlantic bonefish (Albula vulpes) in Belize. Bonefish (Albula spp.) are a taxonomic complex of nearshore marine fish with a conserved morphology and physiology adapted for burst-speed swimming (Colborn et al., Reference Colborn, Crabtree, Shaklee, Pfeiler and Bowen1997; Murchie et al., Reference Murchie, Cooke, Danylchuk and Suski2011; Pickett et al., Reference Pickett, Wallace, Ridge and Kauwe2020). Bonefish are not propagated in captivity, but they sustain tourism economies around the world because of their value as targets of catch-and-release recreational angling (Adams, Reference Adams2017; Smith et al., Reference Smith, Fedler and Adams2023). Discovered during an investigation of bonefish microbes and health across the Caribbean (Campbell et al., Reference Campbell, Castillo, Dunn, Bose, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023a, Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b; Castillo et al., Reference Castillo, James, Santos, Rezek, Cerveny, Boucek, Adams, Goldberg, Campbell, Perez, Schmitter-Soto, Lewis, Fick, Brodin and Rehage2024), the isopods were encountered at two localized study areas, and not at other nearby locations. Analyses of the isopods expand the known diversity of viruses that isopods carry and provide new information about the role of isopods as vectors for viruses of global concern to fish health. The feeding behaviour of these isopods, assessed by direct observation and blood meal analysis, reveals a potential role of isopods as facilitating viral host switching between fish and other vertebrates, including humans.

Materials and methods

Field studies

Bonefish were sampled as part of a pan-Caribbean study of bonefish microbes and health (Goldberg, Reference Goldberg2019; Campbell et al., Reference Campbell, Castillo, Dunn, Bose, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023a, Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b; Castillo et al., Reference Castillo, James, Santos, Rezek, Cerveny, Boucek, Adams, Goldberg, Campbell, Perez, Schmitter-Soto, Lewis, Fick, Brodin and Rehage2024). Bonefish in Belize were captured from 28 June to 1 July 2019 at three sites: one site along the west coast (bay side) of Ambergris Caye, an island approximately 50 km northeast of mainland Belize, another site on the east coast (ocean side) of Ambergris Caye, and a third site at Blackadore Caye, approximately 8 km west of Ambergris Caye (Fig. 1). Fish were sampled and released as previously described (Campbell et al., Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b). Briefly, fish were captured using seine nets, and blood samples of ⩽1% fish mass were obtained by caudal venipuncture and were processed and preserved in the field for molecular diagnostics, as previously described (Campbell et al., Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b). All fish were examined by a veterinarian at the time of capture, and the presence of physical abnormalities such as ectoparasites or scars was recorded and photographed. Isopods were collected from fish using sterile forceps and placed into 1.2 mL sterile cryogenic vials containing 0.75 mL RNAlater nucleic acid preservation solution [Thermo Fisher Scientific, Waltham MA, USA]. Isopod samples were kept on ice in the field, frozen at −20°C within 6 h of collection and shipped to the USA for storage at −20°C until further analysis.

Figure 1. Map of sampling locations. Belize in Central America (A) and Ambergris Caye within Belize (B) are shaded grey. Circles in panel B indicate locations where bonefish were sampled. Red circles indicate locations with parasitic isopods of bonefish.

Characterization of isopods

Isopods were photographed using a Leica Z16 APO dissecting microscope with apochromatic zoom objective and motor focus drive, using a Syncroscopy Auto-Montage System and software, as previously described (Young et al., Reference Young, Hsiao, Liang and Lee2016; Friant et al., Reference Friant, Young and Goldberg2022). Whole isopods were then individually surface-sterilized using dilute bleach (Binetruy et al., Reference Binetruy, Dupraz, Buysse and Duron2019) and homogenized in 0.5 mL Hanks' balanced salt solution in PowerBead tubes containing 2.38 mm metal beads [Qiagen, Hilden, Germany] using four 20 s cycles of bead-beating in an orbital homogenizer [Minibeadbeater, BioSpec Products, Bartlesville OK, USA]. DNA was extracted from 50 μL of isopod homogenate, and a portion of the cytochrome oxidase subunit 1 (cox1) gene was amplified using polymerase chain reaction (PCR) with barcoding primers LCO1490 (5′-GGTCAACAAATCATAAAGATATTGG-3′) and HC02198 (5′-TAAATCTCAGGGTGACCAAAAAATCA-3′) (Folmer et al., Reference Folmer, Black, Hoeh, Lutz and Vrijenhoek1994) and sequenced as previously described (Ramírez-Martínez et al., Reference Ramírez-Martínez, Bennett, Dunn, Yuill and Goldberg2021). Resulting nucleotide sequences were hand-aligned (no indels were present) with closely related, non-identical isopod sequences identified in GenBank. A phylogenetic tree was inferred using PhyML 3.056 (Guindon et al., Reference Guindon, Dufayard, Lefort, Anisimova, Hordijk and Gascuel2010) with smart model selection (Lefort et al., Reference Lefort, Longueville and Gascuel2017) and 1000 bootstrap replicates to assess statistical confidence in clades, and the resulting phylogenetic tree was displayed using FigTree v1.4.4.

Isopod blood meal analysis

To identify hosts on which isopods had recently fed, metagenomic methods were used as described for other hematophagous arthropods (Brinkmann et al., Reference Brinkmann, Nitsche and Kohl2016; Dumonteil et al., Reference Dumonteil, Tu, Jimenez and Herrera2024; Mirza et al., Reference Mirza, de Oliveira Guimaraes, Wilkinson, Rocha, Bertanhe, Helfstein, de-Deus, Claro, Cumley, Quick, Faria, Sabino, Kirchgatter and Loman2024). Briefly, trimmed metagenomic data (see below) were subjected to de novo assembly as described below but prior to in silico subtraction of vertebrate sequences, then resulting contiguous sequences (contigs) were queried against vertebrate mitochondrial DNA sequences in GenBank using blastn (Altschul et al., Reference Altschul, Gish, Miller, Myers and Lipman1990). Raw sequence reads from each isopod were then mapped to vertebrate mitochondrial DNA sequences thus identified using CLC Genomics Workbench version 23.0.2 [Qiagen, Hilden, Germany] to derive statistics on sequence coverage and percent nucleotide identity.

Characterization of viruses

For virus identification, 250 μL of isopod homogenate (see above) was subjected to virus enrichment by centrifugation and nuclease digestion to reduce non-encapsidated genetic material, as previously described for other hematophagous arthropods (Bennett et al., Reference Bennett, Paskey, Kuhn, Bishop-Lilly and Goldberg2020; Ramírez-Martínez et al., Reference Ramírez-Martínez, Bennett, Dunn, Yuill and Goldberg2021; Kamani et al., Reference Kamani, Gonzalez-Miguel, Msheliza and Goldberg2022). Total nucleic acids were extracted and converted to cDNA, and libraries were prepared using the Nextera XT DNA sample preparation kit [Illumina, San Diego, CA, USA] and sequenced on a MiSeq instrument [V3 chemistry, 600 cycle kit; Illumina, San Diego, CA, USA], also as previously described (Bennett et al., Reference Bennett, Paskey, Kuhn, Bishop-Lilly and Goldberg2020; Ramírez-Martínez et al., Reference Ramírez-Martínez, Bennett, Dunn, Yuill and Goldberg2021; Kamani et al., Reference Kamani, Gonzalez-Miguel, Msheliza and Goldberg2022). Resulting sequence reads were trimmed to a quality (Phred) score of ⩾Q30 and length ⩾50 using CLC Genomics Workbench, and reads were subtracted in silico of known contaminants, ribosomal sequences, the assembled Ligia exotica reference genome (GenBank GCA_002091915.1, to reduce isopod-derived sequences) and the assembled Cyprinus carpio genome (GenBank GCF_018340385.1, to reduce fish-derived sequences).

Remaining trimmed, decontaminated and ‘de-hosted’ sequences were subjected to de novo assembly using metaSPAdes v.3.15.5 (Nurk et al., Reference Nurk, Meleshko, Korobeynikov and Pevzner2017), and resulting contigs longer than 500 nt were queried using 6-frame translation against the NCBI non-redundant (nr) protein database using DIAMOND (Buchfink et al., Reference Buchfink, Xie and Huson2015). Putative viral hits were then queried individually using blastn and blastp (Altschul et al., Reference Altschul, Madden, Schaffer, Zhang, Zhang, Miller and Lipman1997) to the full GenBank nucleotide and protein databases, respectively, and ORF finder (Rombel et al., Reference Rombel, Sykes, Rayner and Johnston2002) was used to verify deduced open reading frames. Contigs with homology to known viruses, an arrangement of uninterrupted open reading frames consistent with that of the putative viral family, and lack of non-viral sequences within the contig were carried forward. Bacteriophage sequences were excluded from further analysis, as the goal was to examine viruses capable of infecting eukaryotes. To infer the phylogenetic positions of reoviruses (see below), RNA-dependent RNA polymerase (RdRp) and outer capsid protein deduced amino acid sequences were aligned with homologous sequences in GenBank using MUSCLE (Edgar, Reference Edgar2004) implemented from EMBL-EMI (Madeira et al., Reference Madeira, Pearce, Tivey, Basutkar, Lee, Edbali, Madhusoodanan, Kolesnikov and Lopez2022), then trimAl (Capella-Gutierrez et al., Reference Capella-Gutierrez, Silla-Martinez and Gabaldon2009) implemented from NGPhylogeny.fr (Lemoine et al., Reference Lemoine, Correia, Lefort, Doppelt-Azeroual, Mareuil, Cohen-Boulakia and Gascuel2019) was applied to remove poorly aligned regions, and phylogenetic trees were inferred as described above.

Results

Field studies

A total of 91 bonefish were sampled on the west and east coasts of Ambergris Caye and near Blackadore Caye approximately 8 km east of Ambergris Caye (Fig. 1). Isopods were observed infesting 5/34 (14.71%) and 14/32 (43.75%) of bonefish at the site near Blackadore Caye and at the site on the west coast of Ambergris Caye, respectively (Fig. 1, Fig. 2A/B). Approximately 70% of isopods observed were visibly engorged. Fish at these locations had missing scales and scars indicative of prior isopod attachment and feeding (Fig. 2B). During sampling, isopods aggressively attached to people wading in the shallow water and successfully fed on these people (Fig. 2C). By contrast, no isopods or missing scales/scars (0/25; 0%) were observed on fish sampled at the location on the east side of Ambergris Caye (Fig. 1). Similarly, no isopods or missing scales/scars had been observed at other locations during a related study in which A. vulpes were sampled across nearly 2000 km of their Caribbean range (Campbell et al., Reference Campbell, Castillo, Dunn, Bose, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023a, Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b). Ten isopod specimens were collected for subsequent analysis.

Figure 2. Isopods encountered in Belize. Isopod blood-feeding on a bonefish above its eye (A). Isopod blood-feeding on a bonefish below its dorsal fin, with scars and missing scales (arrows) indicating sites of prior infestation (B). Isopod (arrow) blood-feeding on the leg of a human wading in water during fish capture and processing (C). Dorsal (D) and ventral (E) montaged images of an isopod collected from a bonefish (scale bars = 1 mm).

Characterization of isopods

Discussions with residents of Ambergris Caye revealed infestation of bonefish and humans with isopods to be a commonly known local phenomenon. Auto-Montage images of the isopods showed the typical size, streamlined body shape, and hooked pereopods of the free-living, smaller juvenile stage of fish-infesting isopods (Nagler and Haug, Reference Nagler and Haug2016; Williams and Bunkley-Williams, Reference Williams and Bunkley-Williams2019), but finer characterization of morphological features (e.g. mouthparts) was unfortunately precluded by physical deformation resulting from freezing and storage in RNAlater buffer (Fig. 2D/E). Nevertheless, gross morphological features (e.g. the pigmentation pattern on the anterior of the pleotelson) suggest that the isopods may be members of the genus Rocinela (Aegidae) (Brusca and France, Reference Brusca and France1992) and possibly R. signata, which is widely distributed in the Western Atlantic (Bunkley-Williams et al., Reference Bunkley-Williams, Williams and Bashirullah2006; Silva et al., Reference Silva, Laurindo, Gomes, Figueiredo and Silva2019; Aguilar-Perera and Nóh-Quiñones, Reference Aguilar-Perera and Nóh-Quiñones2022) and which attacks humans (Garzón-Ferreira, Reference Garzón-Ferreira1990). DNA sequences of cox1 were identical among all 10 specimens. Phylogenetic analysis revealed the newly generated isopod sequence to form a clade with previously sequenced members of the genus Rocinela, all of which were collected from locales in the Pacific Basin, but to be a divergent sequence within that clade (Fig. 3).

Figure 3. Maximum likelihood phylogenetic tree of isopods in the family Aegidae (Cymothooidea). The tree is based on a 602-position nucleotide sequence alignment of the mitochondrial cytochrome oxidase subunit 1 gene and a GTR + G + I model of molecular evolution. Taxon names are followed (in parentheses) by sequence accession number and country of origin. The isopod taxon identified in this study is highlighted in bold. The tree is midpoint rooted. Numbers beside branches indicate bootstrap values (percent) based on 1000 replicates; only values ⩾50% are shown. Scale bar indicates nucleotide substitutions per site.

Isopod blood meal analysis

Contiguous sequences from vertebrate mitochondrial genomes were recovered from seven of ten isopods, representing the seven visibly engorged isopods. Sequences from five of these isopods matched bonefish, sequences from one isopod were closest to the mangrove rivulus (Kryptolebias marmoratus), a fish common to nearshore habitats in the region (Taylor, Reference Taylor2012), and sequences from one isopod matched human (Table S2).

Characterization of viruses

After quality and length trimming, a total of 19 143 401 sequences (average 1 914 340 sequences per isopod) of average length 127 were obtained. From these, 13 contigs were assembled, representing 11 viruses with varied genome composition in seven families (Table 1). When published sequences (81 815 890 reads) from 103 bonefish across the Caribbean were mapped at 90% stringency to these contigs (including sequences from bonefish from which the isopods described in this study were collected; Campbell et al., Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b), no reads mapped. Viruses were named with sequential numbers following the unifying identifier ‘xkarip’ (pronounced ISH-ka-reep), which is the local name of the isoopds and the Mayan word for ‘fish flea.’

Table 1. Viruses in isopods parasitizing Atlantic bonefish

a Sequence coverage averaged across all isopods positive for a virus

b GenBank accession number of viral sequence from this study. Accession number for all 11 XKRV-1 segments are PP816302–PP816312.

c Closest match (u, unspecified), genome composition, family, genus, E value, and percent identity (amino acid, to the closest match) identified by querying the deduced amino acid sequence of the longest open reading frame on each contig against the NCBI nonredundant (nr) protein database using blastp

d Percent of isopods (n = 10) in which reads mapping to a virus sequence were detected

Of the 11 viruses identified, 10 were most closely related to viruses of arthropods, viruses from the feces of insectivorous or omnivorous birds and mammals, or viruses of fungi (Table 1). However, one virus, xkarip virus 1 (XKRV-1), was most closely related to a reovirus (Reovirales) in the family Spinareoviridae, genus Aquareovirus, which are viruses of fish (Fang, Reference Fang2021). Analysis of the single isopod in which XKRV-1 was identified (XKRSP13) revealed a coding-complete 11-segment genome with between 10.3 and 51.8-fold sequence coverage (Table 2). The proteins encoded by each of the 11 viral segments were homologous to proteins of the exemplar virus Aquareovirus C, although at percent amino acid identities ranging from only 46.7 to 84.3% (Table 2). Phylogenetic analyses of complete XKRV-1 RNA-dependent RNA polymerase and outer capsid protein sequences showed the virus to be sister taxon to grass carp aquareovirus within a clade of currently unclassified (to species) aquareoviruses containing pathogens of global importance for fish health (Fig. 4, Table S1). Another reovirus, xkarip virus 2 (XKRV-2), was also identified, and this virus was most closely related to a virus in the family Sedoreoviridae (Table 1). Phylogenetic analysis of the complete XKRV-2 RNA-dependent RNA polymerase protein sequence showed it to be part of a clade of currently unclassified sedoreoviruses that is sister to viruses within the genus Orbirus, which contains mosquito/tick-borne and midge-borne viruses of global importance for mammal health (Fig. 5).

Table 2. Genomic characteristics of XKRV-1, a novel aquareovirus from isopod parasites of bonefish

a Average sequence coverage of the contiguous sequence (contig).

b Length of the full contiguous sequence of each viral segment (nuclootides).

c Length of the viral protein encoded by each segment (amino acids).

d Protein, protein product, and percent amino acid identity to Aquareovirus C, with accession numbers of each reference protein.

Figure 4. Maximum likelihood phylogenetic trees of aquareoviruses. Trees are based on amino acid alignments of 1271 positions and a LG + G + I model of molecular evolution for RNA-dependent RNA polymerase (A) and 228 positions and a Q.pfam + G + I model of molecular evolution for outer capsid protein (B). Letters in parentheses following virus abbreviations indicate the species designation of each virus (aquareovirus A, B, C, G or unclassified). Silhouettes represent host species for each virus. XKRV-1, the virus identified in this study, is highlighted in bold text. Trees are outgroup-rooted using piscine reovirus in the genus Orthoreovirus. Numbers beside branches indicate bootstrap values (percent) based on 1000 replicates; only values >50% are shown. Scale bars indicate amino acid substitutions per site. Full details of viruses are given in Table S1.

Figure 5. Maximum likelihood phylogenetic tree of reoviruses. The tree is based on a 1,091-position amino acid alignment of the RNA-dependent RNA polymerase and a LG + R + F model of molecular evolution. Taxon names are followed (in parentheses) by sequence accession number. Clades correspond to mosquito-borne and tick-borne viruses (A) and midge-borne viruses (B) within the genus Orbivirus, and a sister clade of currently unclassified invertebrate-specific reoviruses (C). The virus identified in this study, xkarip virus 2, is highlighted in bold. The tree is midpoint rooted. Numbers beside branches indicate bootstrap values (percent) based on 1000 replicates; only values >50% are shown. Scale bar indicates amino acid substitutions per site.

Discussion

Investigation of bonefish from Belize revealed frequent infestation at two of three study sites with marine isopods, which also fed aggressively on humans. Eleven novel viruses were identified in the isopods, including two reoviruses, one of which is in the genus Aquareovirus, members of which threaten fish health worldwide. Blood meal analysis of isopods confirmed that they had fed on bonefish, other fish, and humans. These findings expand our knowledge of the diversity of viruses carried by parasitic and micro-predatory isopods. These findings also suggest that vector-borne transmission by isopods may be an underappreciated mechanism for the maintenance of viruses in fish and for the transmission of viruses between fish and other classes of vertebrates.

Biting arthropods are globally important for their role in transmitting and spreading vector-borne diseases, including some of the most consequential human and animal pathogens (Athni et al., Reference Athni, Shocket, Couper, Nova, Caldwell, Caldwell, Childress, Childs, De Leo, Kirk, MacDonald, Olivarius, Pickel, Roberts, Winokur, Young, Cheng, Grant, Kurzner, Kyaw, Lin, Lopez, Massihpour, Olsen, Roache, Ruiz, Schultz, Shafat, Spencer, Bharti and Mordecai2021; Cuthbert et al., Reference Cuthbert, Darriet, Chabrerie, Lenoir, Courchamp, Claeys, Robert, Jourdain, Ulmer, Diagne, Ayala, Simard, Morand and Renault2023; de Souza and Weaver, Reference de Souza and Weaver2024). Historically, most research on such arthropods has focused on biting insects (e.g. mosquitoes) and arachnids (e.g. ticks) in terrestrial ecosystems because of the importance of the diseases these vectors transmit for human and domestic animal health (Swei et al., Reference Swei, Couper, Coffey, Kapan and Bennett2020; Cuthbert et al., Reference Cuthbert, Darriet, Chabrerie, Lenoir, Courchamp, Claeys, Robert, Jourdain, Ulmer, Diagne, Ayala, Simard, Morand and Renault2023). However, there exists in nature a multitude of ‘neglected vectors’ that are equally capable of biologically vectoring pathogens, including viruses, although they remain far less studied (Baldacchino et al., Reference Baldacchino, Desquesnes, Mihok, Foil, Duvallet and Jittapalapong2014; Sick et al., Reference Sick, Beer, Kampen and Wernike2019; Weitzel et al., Reference Weitzel, Makepeace, Elliott, Chaisiri, Richards and Newton2020). Such neglected vectors may be particularly important in aquatic and marine animal ecosystems, where the disease-transmitting life stages of ticks and mosquitoes do not occur, except in unusual circumstances (Miyake et al., Reference Miyake, Aihara, Maeda, Shinzato, Koyanagi, Kobayashi and Yamahira2019).

Isopods infest fish globally and are among the most numerous of the parasitic crustacean taxa, and new isopods are discovered and characterized frequently (Smit et al., Reference Smit, Bruce and Hadfield2014; Boxshall and Hayes, Reference Boxshall, Hayes, Smit, Bruce and Hadfield2019). Morphologically, the isopods from Belize are consistent with members of the genus Rocinela, which are widely distributed globally (Brusca and France, Reference Brusca and France1992), and may be R. signata, which infests diverse fishes from the south-eastern USA to southern Brazil (Bunkley-Williams et al., Reference Bunkley-Williams, Williams and Bashirullah2006; Silva et al., Reference Silva, Laurindo, Gomes, Figueiredo and Silva2019; Aguilar-Perera and Nóh-Quiñones, Reference Aguilar-Perera and Nóh-Quiñones2022). Phylogenetically, the isopods clustered within the Aegidae as sister taxon to a clade containing members of the genus Rocinela. This phylogenetic position is consistent with the isopods being R. signata, especially since the other three previously sequenced Rocinela species originated from Pacific Basin locales, whereas Belize is in the Atlantic Basin. The behaviour of the isopods is also consistent with this taxonomy, based on a previous report from Colombia describing R. signata's attachment to humans as ‘tenacious’ and leading to successful blood-feeding (Garzón-Ferreira, Reference Garzón-Ferreira1990). Unfortunately, the isopods in Belize were encountered unexpectedly and were preserved using available materials, which precluded fine-scale morphological description. Should a vouchered specimen of R. signata be sequenced in the future, it might confirm the identity of the isopods in this study.

Of the 11 viruses identified, 10 were associated with invertebrates, including crustaceans, other marine invertebrates, and invertebrates in the diets of vertebrates. This finding is consistent with previous studies showing isopod viromes to be dominated by invertebrate-specific viruses (Kuris et al., Reference Kuris, Poinar, Hess and Morris1979; Johnson, Reference Johnson1984; Overstreet et al., Reference Overstreet, Jovonovich and Ma2009; Piégu et al., Reference Piégu, Guizard, Yeping, Cruaud, Asgari, Bideshi, Federici and Bigot2014; Bojko et al., Reference Bojko, Jennings and Behringer2020). The aquareovirus XKRV-1 was a clear exception to this pattern. All known members of the genus Aquareovirus infect fish, sometimes causing serious disease (Lupiani et al., Reference Lupiani, Subramanian and Samal1995; Fang et al., Reference Fang, Zhang, Zhang and Fang2021). XKRV-1 is most likely a fish-infecting virus, and its presence in the isopod likely indicates acquisition via feeding. There was no evidence of XKRV-1 in the blood of 103 bonefish from across the Caribbean, including the fish in Belize from which isopods were collected, nor of any other known bonefish viruses (Campbell et al., Reference Campbell, Castillo, Dunn, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023b). This finding could indicate no, low, or transient XKRV-1 viremia in bonefish, or that the isopod acquired XKRV-1 from a previous fish host. However, A. vulpes was identified as the blood meal host of the isopod in which XKRV-1 was found. Therefore, if the isopod did acquire XKRV-1 from another species than bonefish, the virus must have persisted in the isopod through its acquisition of a subsequent bonefish blood meal. A hallmark of vectored viruses is persistence/replication in their vectors, sometimes even transstadially (Lequime and Lambrechts, Reference Lequime and Lambrechts2014; Lange et al., Reference Lange, Prusinski, Dupuis and Ciota2024). Moreover, XKRV-1 was found at a low rate of infection (10%), which is typical of arboviruses in their vectors (Kirstein et al., Reference Kirstein, Ayora-Talavera, Koyoc-Cardena, Chan Espinoza, Che-Mendoza, Cohuo-Rodriguez, Granja-Perez, Puerta-Guardo, Pavia-Ruz, Dunbar, Manrique-Saide and Vazquez-Prokopec2021; Lange et al., Reference Lange, Prusinski, Dupuis and Ciota2024).

Another reovirus identified in the isopods, XKRV-2, provides an informative contrast to XKRV-1. XKRV-2 is part of a clade of reoviruses within the family Sedoreoviridae that is sister to vector-borne viruses in the genus Orbivirus, within which viruses form two clades based on whether they are mosquito-borne/tick-borne or transmitted by biting culicoid midges (Matthijnssens et al., Reference Matthijnssens, Attoui, Banyai, Brussaard, Danthi, Del Vas, Dermody, Duncan, Fang 方勤, Johne, Mertens, Mohd Jaafar, Patton, Sasaya 笹谷孝英, Suzuki 鈴木信弘 and Wei 魏太云2022b). Viruses in this as-yet unclassified sister clade are not known to be transmitted to vertebrates and are thus likely invertebrate-specific. Reo-like viruses have been described in shellfish (bivalves, crabs and shrimp) but their classification remains unclear (Lupiani et al., Reference Lupiani, Subramanian and Samal1995), and invertebrate-specific viruses appear (albeit from limited studies) to be common in isopods (Kuris et al., Reference Kuris, Poinar, Hess and Morris1979; Johnson, Reference Johnson1984; Overstreet et al., Reference Overstreet, Jovonovich and Ma2009; Piégu et al., Reference Piégu, Guizard, Yeping, Cruaud, Asgari, Bideshi, Federici and Bigot2014; Bojko et al., Reference Bojko, Jennings and Behringer2020). XKRV-2 was also detected in 70–80% of isopods (in contrast to XKRV-1, which was detected in only one isopod), and high infection rates such as these are typical for non-vector-borne, arthropod-specific viruses, which are thought to be vertically transmitted (McLean et al., Reference McLean, Hobson-Peters, Webb, Watterson, Prow, Nguyen, Hall-Mendelin, Warrilow, Johansen, Jansen, van den Hurk, Beebe, Schnettler, Barnard and Hall2015; Calisher and Higgs, Reference Calisher and Higgs2018; Carvalho and Long, Reference Carvalho and Long2021). In aggregate, these data show that isopods can carry vertebrate-infecting and arthropod-specific reoviruses simultaneously.

Despite decades of research on the molecular biology and replication of aquareoviruses since their first isolation in 1979, modes transmission of these viruses in nature remain surprisingly poorly understood (Lupiani et al., Reference Lupiani, Subramanian and Samal1995; Samal, Reference Samal, Tidona and Darai2011; Fang et al., Reference Fang, Zhang, Zhang and Fang2021). Aquareoviruses such as grass carp reovirus can be experimentally transmitted via immersion, and horizontal and vertical transmission have been inferred from epidemiological patterns observed during outbreaks (Zhang et al., Reference Zhang, Ma, Fan and Fang2021). Given the known vector-borne transmission mode of other reoviruses (Matthijnssens et al., Reference Matthijnssens, Attoui, Banyai, Brussaard, Danthi, Del Vas, Dermody, Duncan, Fang, Johne, Mertens, Mohd Jaafar, Patton, Sasaya, Suzuki and Wei2022a, Reference Matthijnssens, Attoui, Banyai, Brussaard, Danthi, Del Vas, Dermody, Duncan, Fang 方勤, Johne, Mertens, Mohd Jaafar, Patton, Sasaya 笹谷孝英, Suzuki 鈴木信弘 and Wei 魏太云2022b), it is plausible that aquareoviruses could undergo vector-borne transmission as well. Isopods serve as vectors of fish haemogregarines and other apicomplexan parasites (Hadfield and Smit, Reference Hadfield, Smit, Smit, Bruce and Hadfield2019; Sikkel et al., Reference Sikkel, Pagan, Santos, Hendrick, Nicholson and Xavier2020). However, direct information on vectoring of viruses by isopods is scant. Transmission of virus-like particles in parasitic isopods to the crabs they parasitize has been hypothesized, but no direct evidence of such transmission exists (Kuris et al., Reference Kuris, Poinar, Hess and Morris1979; Hadfield and Smit, Reference Hadfield, Smit, Smit, Bruce and Hadfield2019). Cymothoid isopods may vector lymphocystis disease virus (Iridoviridae), and gnathiid isopods may vector viral erythrocytic necrosis virus (Iridoviridae) (Hadfield and Smit, Reference Hadfield, Smit, Smit, Bruce and Hadfield2019). Nevertheless, isopods have adaptations for parasitism that viruses could exploit, such as salivary antihemostatic, anti-inflammatory, and immunomodulatory molecules (‘spit’) injected into hosts during feeding (Li et al., Reference Li, Li, Han, Xu, Li and Chen2019), which enhances virus transmission in mosquitoes, ticks and sandflies (Conway et al., Reference Conway, Colpitts and Fikrig2014; Schneider et al., Reference Schneider, Calvo and Peterson2021; Maqbool et al., Reference Maqbool, Sajid, Saqib, Anjum, Tayyab, Rizwan, Rashid, Rashid, Iqbal, Siddique, Shamim, Hassan, Atif, Razzaq, Zeeshan, Hussain, Nisar, Tanveer, Younas, Kamran and Rahman2022; Wang et al., Reference Wang, Nie, Liang, Niu, Yu, Zhang, Liu, Shi, Wang, Feng, Zhu, Wang and Cheng2024). Additional investigations of XKRV-1 and similar viruses in isopods might prove informative, such as tissue distribution studies to determine whether a virus is localized to the salivary glands or experimental feeding and transmission studies if viruses can be isolated.

The isopods in Belize fed aggressively and non-specifically, as evidenced by field observations and blood meal analysis indicating bonefish, another fish related to the mangrove rivulet, and a human as blood hosts. Parasitic crustaceans such as isopods might therefore serve as useful systems for pathogen biomonitoring (aka ‘xenosurveillance’ or ‘xenomonitoring’) in marine ecosystems, as has been proposed for hematophagouos arthropods in terrestrial ecosystems (Cameron and Ramesh, Reference Cameron and Ramesh2021; Rowan et al., Reference Rowan, Mohseni, Chang, Burger, Peters and Mir2023; Valente et al., Reference Valente, Jiolle, Ravel, Porciani, Vial, Michaud, Kwiatek, Pedarrieu, Misse, Ferraris, Bretagnolle, Bitome-Essono, Makanga, Rougeron, Prugnolle and Paupy2023). They may also have direct effects on fish health and reproduction (Poore and Bruce, Reference Poore and Bruce2012), which could be particularly important in locations such as Belize where finfish are a food source and support economies based on recreational fishing. In this light, it is intriguing that the isopods were encountered only on the west coast of Ambergris Caye and at Blackadore Caye (also to the west of Ambergris Caye), and not off the east coast of Ambergris Caye. A previous study found surprisingly large differences in bacterial community composition on the gills of these same bonefish between the east (ocean side) and west (bay side) of Ambergris Caye (Campbell et al., Reference Campbell, Castillo, Dunn, Bose, Perez, Schmitter-Soto, Mejri, Boucek, Corujo, Adams, Rehage and Goldberg2023a). Isopods such as those described herein may favour certain habitat types or substrates (e.g. the locations where they were encountered during this study had deep layers of fine silt) and may thus be useful for local-scale biomonitoring. Parasites communities, which include isopods, have been proposed as indicators of habitat connectivity in coral reef ecosystems in schoolmasters (Lutjanus apodus) in study sites in Mexico, near those described here in Belize (Hernández-Olascoaga et al., Reference Hernández-Olascoaga, González-Solís and Aznar2022).

Fish host relatives of many viruses of global health importance to humans and other animals. For example, studies of fish have identified viruses in the families Arenaviridae, Coronaviridae, Filoviridae, Flaviviridae, Hantaviridae, Hepeviridae, Matonaviridae, Orthomyxoviridae, Paramyxoviridae, Poxviridae, and Rhabdoviridae, all of which contain pathogens responsible for human epidemics or pandemics (Geoghegan et al., Reference Geoghegan, Di Giallonardo, Cousins, Shi, Williamson and Holmes2018, Reference Geoghegan, Di Giallonardo, Wille, Ortiz-Baez, Costa, Ghaly, Mifsud, Turnbull, Bellwood, Williamson and Holmes2021; Parry et al., Reference Parry, Wille, Turnbull, Geoghegan and Holmes2020; Grimwood et al., Reference Grimwood, Holmes and Geoghegan2021, Reference Grimwood, Fortune-Kelly, Holmes, Ingram and Geoghegan2023; Miller et al., Reference Miller, Mifsud, Costa, Grimwood, Kitson, Baker, Brosnahan, Pande, Holmes, Gemmell and Geoghegan2021; Lensink et al., Reference Lensink, Li and Lequime2022; Perry et al., Reference Perry, Darestani, Ara, Hoste, Jandt, Dutoit, Holmes, Ingram and Geoghegan2022; Xi et al., Reference Xi, Jiang, Xie, Zhao, Zhang, Qin, Wang, Liu, Yang, Shen, Ji, Shang, Zhang and Shan2023; Ford et al., Reference Ford, Dunn, Leis, Thiel and Goldberg2024). Analyses of deep virus evolution in these same studies consistently infer topological incongruity between host and viral phylogenies, implying frequent ancestral viral exchange among vertebrate host taxa. Despite this generalized pattern, the mechanisms by which fish exchange viruses with other vertebrates remain obscure. Vector-borne transmission is a plausible mechanism for such inter-class viral transmission. The propensity of some isopods to feed on humans aggressively, even when fish are present, also suggests a way that humans could be exposed to fish viruses. Contemporary zoonotic viruses of fish are unknown, except in the case of contamination of consumed fish with human gastrointestinal viruses (Ziarati et al., Reference Ziarati, Zorriehzahra, Hassantabar, Mehrabi, Dhawan, Sharun, Emran, Dhama, Chaicumpa and Shamsi2022). The findings presented herein demonstrate a mechanism whereby zoonotic transmission of virus naturally hosted by fish could conceivably occur.

Supplementary material

The supplementary material for this article can be found at https://doi.org/10.1017/S003118202400146X.

Data availability

The isopod cox1 sequence was deposited in the NIH National Center for Biotechnology Information (NCBI) GenBank database under accession number PP716850. All raw metagenomic sequence reads were deposited in the NCBI Sequence Read Achieve under BioProject PRJNA1103849. All assembled virus genome sequences were deposited in GenBank under accession numbers PP816302-PP816324.

Acknowledgements

We are grateful to The Belize Fisheries Department (Scientific Research Permit 036-19) for permission to conduct field sampling of bonefish and for their support of scientific approaches to fisheries management. We thank Omar Arceo (Omar's Freelance Fishing) for invaluable assistance in the field and for the Mayan language derivation and pronunciation of ‘xkarip.’ We also thank Aaron Adams for logistic support, Christopher Dunn for assistance with laboratory analyses, Dan Young and the University of Wisconsin-Madison Department of Entomology for assistance with imaging, and an anonymous reviewer for helpful guidance about isopod taxonomy. We thank the owners and staff of El Pescador Lodge in Belize for kindly providing logistical and in-kind support.

Author contributions

TLG and AP conceived and designed the study. TLG and AP conducted field sampling. TLG performed laboratory and statistical analyses. TLG and LJC analyzed metagenomic data. TLG wrote the article. All authors read, edited, and approved the manuscript.

Financial support

This research was funded by the Bonefish & Tarpon Trust and the University of Wisconsin-Madison John D. MacArthur Chair Research Professorship.

Competing interests

The authors declare there are no conflicts of interest.

Ethical standards

All fish sampling was approved by the Institutional Animal Care and Use Committee of the University of Wisconsin-Madison (protocol V006191) and The Belize Fisheries Department (Scientific Research Permit 036-19).

References

Adams, AJ (2017) Guidelines for evaluating the suitability of catch and release fisheries: lessons learned from Caribbean flats fisheries. Fisheries Research 186, 672680.CrossRefGoogle Scholar
Aguilar-Perera, A and Nóh-Quiñones, V (2022) Prevalence of Rocinela signata Schioedte & Meinert, 1879 (Crustacea: Isopoda: Aegidae) in hogfish Lachnolaimus maximus (Walbaum, 1792) (Teleostei: Labridae). Thalassas: An International Journal of Marine Sciences 38, 11951198.CrossRefGoogle Scholar
Altschul, SF, Gish, W, Miller, W, Myers, EW and Lipman, DJ (1990) Basic local alignment search tool. Journal of Molecular Biology 215, 403410.CrossRefGoogle ScholarPubMed
Altschul, SF, Madden, TL, Schaffer, AA, Zhang, J, Zhang, Z, Miller, W and Lipman, DJ (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Research 25, 33893402.CrossRefGoogle ScholarPubMed
Athni, TS, Shocket, MS, Couper, LI, Nova, N, Caldwell, IR, Caldwell, JM, Childress, JN, Childs, ML, De Leo, GA, Kirk, DG, MacDonald, AJ, Olivarius, K, Pickel, DG, Roberts, SO, Winokur, OC, Young, HS, Cheng, J, Grant, EA, Kurzner, PM, Kyaw, S, Lin, BJ, Lopez, RC, Massihpour, DS, Olsen, EC, Roache, M, Ruiz, A, Schultz, EA, Shafat, M, Spencer, RL, Bharti, N and Mordecai, EA (2021) The influence of vector-borne disease on human history: socio-ecological mechanisms. Ecology Letters 24, 829846.CrossRefGoogle ScholarPubMed
Baldacchino, F, Desquesnes, M, Mihok, S, Foil, LD, Duvallet, G and Jittapalapong, S (2014) Tabanids: neglected subjects of research, but important vectors of disease agents!. Infection Genetics and Evolution 28, 596615.CrossRefGoogle ScholarPubMed
Bass, D, Rueckert, S, Stern, R, Cleary, AC, Taylor, JD, Ward, GM and Huys, R (2021) Parasites, pathogens, and other symbionts of copepods. Trends in Parasitology 37, 875889.CrossRefGoogle ScholarPubMed
Bennett, AJ, Paskey, AC, Kuhn, JH, Bishop-Lilly, KA and Goldberg, TL (2020) Diversity, transmission, and cophylogeny of ledanteviruses (Rhabdoviridae: Ledantevirus) and nycteribiid bat flies parasitizing Angolan soft-furred fruit bats in Bundibugyo District, Uganda. Microorganisms 8, 750.CrossRefGoogle ScholarPubMed
Binetruy, F, Dupraz, M, Buysse, M and Duron, O (2019) Surface sterilization methods impact measures of internal microbial diversity in ticks. Parasites & Vectors 12, 268.CrossRefGoogle ScholarPubMed
Bojko, J, Jennings, LA and Behringer, DC (2020) A novel positive single-stranded RNA virus from the crustacean parasite, Probopyrinella latreuticola (Peracarida: Isopoda: Bopyridae). Journal of Invertebrate Pathology 177, 107494.CrossRefGoogle ScholarPubMed
Boxshall, G and Hayes, P (2019) Biodiversity and taxonomy of the parasitic crustacea. In Smit, NJ, Bruce, NL and Hadfield, KA (eds), Parasitic Crustacea: State of Knowledge and Future Trends. Cham: Springer International Publishing, pp. 73134.CrossRefGoogle Scholar
Brinkmann, A, Nitsche, A and Kohl, C (2016) Viral metagenomics on blood-feeding arthropods as a tool for human disease surveillance. International Journal of Molecular Sciences 17, 1743.CrossRefGoogle ScholarPubMed
Brusca, RC and France, SC (1992) The genus Rocinela (Crustacea: Isopoda: Aegidae) in the tropical eastern Pacific. ZoologicaI Journal of the Linnean Society 106, 231275.CrossRefGoogle Scholar
Buchfink, B, Xie, C and Huson, DH (2015) Fast and sensitive protein alignment using DIAMOND. Nature Methods 12, 5960.CrossRefGoogle ScholarPubMed
Bunkley-Williams, L, Williams, EH and Bashirullah, AKM (2006) Isopods (Isopoda: Aegidae, Cymothoidae, Gnathiidae) associated with Venezuelan marine fishes (Elasmobranchii, Actinopterygii). Revista De Biologia Tropical 54, 175188.Google Scholar
Calisher, CH and Higgs, S (2018) The discovery of arthropod-specific viruses in hematophagous arthropods: an open door to understanding the mechanisms of arbovirus and arthropod evolution? Annual Review of Entomology 63, 87103.CrossRefGoogle ScholarPubMed
Cameron, MM and Ramesh, A (2021) The use of molecular xenomonitoring for surveillance of mosquito-borne diseases. Philosophical Transactions of the Royal Society of London – Series B: Biological Sciences 376, 20190816.CrossRefGoogle ScholarPubMed
Campbell, LJ, Castillo, NA, Dunn, CD, Bose, SM, Perez, AU, Schmitter-Soto, JJ, Mejri, S, Boucek, RE, Corujo, RS, Adams, AJ, Rehage, JS and Goldberg, TL (2023a) Gill microbiomes accurately predict the geographic origin of bonefish (Albula vulpes) when combined with machine learning models. Environmental Biology of Fishes 106, 18651878.CrossRefGoogle Scholar
Campbell, LJ, Castillo, NA, Dunn, CD, Perez, A, Schmitter-Soto, JJ, Mejri, SC, Boucek, RE, Corujo, RS, Adams, AJ, Rehage, JS and Goldberg, TL (2023b) Viruses of Atlantic Bonefish (Albula vulpes) in Florida and the Caribbean show geographic patterns consistent with population declines. Environmental Biology of Fishes 106, 303317.CrossRefGoogle ScholarPubMed
Capella-Gutierrez, S, Silla-Martinez, JM and Gabaldon, T (2009) Trimal: a tool for automated alignment trimming in large-scale phylogenetic analyses. Bioinformatics (Oxford, England) 25, 19721973.Google ScholarPubMed
Carvalho, VL and Long, MT (2021) Insect-specific viruses: an overview and their relationship to arboviruses of concern to humans and animals. Virology 557, 3443.CrossRefGoogle ScholarPubMed
Castillo, NA, James, WR, Santos, RO, Rezek, R, Cerveny, D, Boucek, RE, Adams, AJ, Goldberg, T, Campbell, L, Perez, AU, Schmitter-Soto, JJ, Lewis, JP, Fick, J, Brodin, T and Rehage, JS (2024) Understanding pharmaceutical exposure and the potential for effects in marine biota: a survey of bonefish (Albula vulpes) across the Caribbean Basin. Chemosphere 349, 140949.CrossRefGoogle ScholarPubMed
Colborn, J, Crabtree, RE, Shaklee, JB, Pfeiler, E and Bowen, BW (1997) The evolutionary enigma of bonefishes (Albula spp.): cryptic species and ancient separations in a globally distributed shorefish. Evolution 55, 807820.Google Scholar
Conway, MJ, Colpitts, TM and Fikrig, E (2014) Role of the vector in arbovirus transmission. Annual Review of Virology 1, 7188.CrossRefGoogle ScholarPubMed
Crane, M and Hyatt, A (2011) Viruses of fish: an overview of significant pathogens. Viruses 3, 20252046.CrossRefGoogle Scholar
Cuthbert, RN, Darriet, F, Chabrerie, O, Lenoir, J, Courchamp, F, Claeys, C, Robert, V, Jourdain, F, Ulmer, R, Diagne, C, Ayala, D, Simard, F, Morand, S and Renault, D (2023) Invasive hematophagous arthropods and associated diseases in a changing world. Parasites & Vectors 16, 291.CrossRefGoogle Scholar
de Souza, WM and Weaver, SC (2024) Effects of climate change and human activities on vector-borne diseases. Nature Reviews Microbiology 8, 476491.CrossRefGoogle Scholar
Dumonteil, E, Tu, W, Jimenez, FA and Herrera, C (2024) Ecological interactions of Triatoma sanguisuga (Hemiptera: Reduviidae) and risk for human infection with Trypanosoma cruzi (Kinetoplastida: Trypanosomatidae) in Illinois and Louisiana. Journal of Medical Entomology 61, 12821289.CrossRefGoogle ScholarPubMed
Edgar, RC (2004) MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Research 32, 17921797.CrossRefGoogle ScholarPubMed
Fang, Q (ed.) (2021) Aquareovirus. Singapore: Springer Singapore, 235 pp.CrossRefGoogle Scholar
Fang, Q, Zhang, J and Zhang, F (2021) Aquareovirus: an overview. In Fang, Q (ed.), Aquareovirus. Singapore: Springer Singapore, pp. 138.CrossRefGoogle Scholar
Folmer, O, Black, M, Hoeh, W, Lutz, R and Vrijenhoek, R (1994) DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates. Molecular Marine Biology and Biotechnology 3, 294299.Google ScholarPubMed
Ford, CE, Dunn, CD, Leis, EM, Thiel, WA and Goldberg, TL (2024) Five species of wild freshwater sport fish in Wisconsin, USA, reveal highly diverse viromes. Pathogens (Basel, Switzerland) 13, 150.Google ScholarPubMed
Friant, S, Young, DK and Goldberg, TL (2022) Typical intracranial myiasis in Nigerian red river hogs (Potamochoerus porcus) caused by an unknown bot fly (Diptera: Oestridae). International Journal for Parasitology. Parasites and Wildlife 17, 1419.CrossRefGoogle ScholarPubMed
Garzón-Ferreira, J (1990) An isopod, Rocinela signata (Crustacea: Isopoda: Aegidae), that attacks humans. Bulletin of Marine Science 46, 813815.Google Scholar
Geoghegan, JL, Di Giallonardo, F, Cousins, K, Shi, M, Williamson, JE and Holmes, EC (2018) Hidden diversity and evolution of viruses in market fish. Virus Evolution 4, vey031.CrossRefGoogle ScholarPubMed
Geoghegan, JL, Di Giallonardo, F, Wille, M, Ortiz-Baez, AS, Costa, VA, Ghaly, T, Mifsud, JCO, Turnbull, OMH, Bellwood, DR, Williamson, JE and Holmes, EC (2021) Virome composition in marine fish revealed by meta-transcriptomics. Virus Evolution 7, veab005.CrossRefGoogle ScholarPubMed
Goldberg, TL (2019) Monitoring bonefish health. Bonefish & Tarpon Journal, Fall 2019, 4043.Google Scholar
Grimwood, RM, Holmes, EC and Geoghegan, JL (2021) A novel rubi-like virus in the Pacific electric ray (Tetronarce californica) reveals the complex evolutionary history of the Matonaviridae. Viruses 13, 585.CrossRefGoogle ScholarPubMed
Grimwood, RM, Fortune-Kelly, G, Holmes, EC, Ingram, T and Geoghegan, JL (2023) Host specificity shapes fish viromes across lakes on an isolated remote island. Virology 587, 109884.CrossRefGoogle Scholar
Guindon, S, Dufayard, JF, Lefort, V, Anisimova, M, Hordijk, W and Gascuel, O (2010) New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Systematic Biology 59, 307321.CrossRefGoogle ScholarPubMed
Hadfield, KA and Smit, NJ (2019) Parasitic crustacea as vectors. In Smit, NJ, Bruce, NL and Hadfield, KA (eds), Parasitic Crustacea: State of Knowledge and Future Trends. Cham: Springer International Publishing, pp. 331342.CrossRefGoogle Scholar
Harvey, E and Holmes, EC (2022) Diversity and evolution of the animal virome. Nature Reviews Microbiology 20, 321334.CrossRefGoogle ScholarPubMed
Hernández-Olascoaga, A, González-Solís, D and Aznar, FJ (2022) Parasites as indicators of habitat use by the schoolmaster (Lutjanus apodus) in the Mesoamerican Reef System. Estuarine, Coastal and Shelf Science 278, 108120.CrossRefGoogle Scholar
Hierweger, MM, Koch, MC, Rupp, M, Maes, P, Di Paola, N, Bruggmann, R, Kuhn, JH, Schmidt-Posthaus, H and Seuberlich, T (2021) Novel filoviruses, hantavirus, and rhabdovirus in freshwater fish, Switzerland, 2017. Emerging Infectious Diseases 27, 30823091.CrossRefGoogle ScholarPubMed
Johnson, PT (1984) Viral diseases of marine invertebrates. Helgoländer Meeresuntersuchungen 37, 6598.CrossRefGoogle Scholar
Kamani, J, Gonzalez-Miguel, J, Msheliza, EG and Goldberg, TL (2022) Straw-colored fruit bats (Eidolon helvum) and their bat flies (Cyclopodia greefi) in Nigeria host viruses with multifarious modes of transmission. Vector Borne and Zoonotic Diseases (Larchmont, N.Y.) 22, 545552.CrossRefGoogle ScholarPubMed
Kirstein, OD, Ayora-Talavera, G, Koyoc-Cardena, E, Chan Espinoza, D, Che-Mendoza, A, Cohuo-Rodriguez, A, Granja-Perez, P, Puerta-Guardo, H, Pavia-Ruz, N, Dunbar, MW, Manrique-Saide, P and Vazquez-Prokopec, GM (2021) Natural arbovirus infection rate and detectability of indoor female Aedes aegypti from Merida, Yucatan, Mexico. PLoS Neglected Tropical Diseases 15, e0008972.CrossRefGoogle ScholarPubMed
Klompmaker, AA and Boxshall, GA (2015) Fossil crustaceans as parasites and hosts. Advances in Parasitology 90, 233289.CrossRefGoogle ScholarPubMed
Kuris, AM, Poinar, GO, Hess, R and Morris, TJ (1979) Virus particles in an internal parasite, Portunion conformis (Crustacea: Isopoda: Entoniscidae), and its marine crab host, Hemigrapsus oregonensis. Journal of Invertebrate Pathology 34, 2631.CrossRefGoogle Scholar
Lange, RE, Prusinski, MA, Dupuis, AP II and Ciota, AT (2024) Direct evidence of Powassan virus vertical transmission in Ixodes scapularis in nature. Viruses 16, 456.CrossRefGoogle ScholarPubMed
Lefort, V, Longueville, JE and Gascuel, O (2017) SMS: smart model selection in PhyML. Molecular Biology & Evolution 34, 24222424.CrossRefGoogle ScholarPubMed
Lemoine, F, Correia, D, Lefort, V, Doppelt-Azeroual, O, Mareuil, F, Cohen-Boulakia, S and Gascuel, O (2019) NGPhylogeny.fr: new generation phylogenetic services for non-specialists. Nucleic Acids Research 47, W260W265.CrossRefGoogle ScholarPubMed
Lensink, MJ, Li, Y and Lequime, S (2022) Aquatic flaviviruses. Journal of Virology 96, e0043922.CrossRefGoogle ScholarPubMed
Lequime, S and Lambrechts, L (2014) Vertical transmission of arboviruses in mosquitoes: a historical perspective. Infection Genetics and Evolution 28, 681690.CrossRefGoogle ScholarPubMed
Li, Y, Li, X, Han, Z, Xu, W, Li, X and Chen, Q (2019) Comparative tandem mass tag-based quantitative proteomic analysis of Tachaea chinensis isopod during parasitism. Frontiers in cellular and infection microbiology 9, 350.CrossRefGoogle ScholarPubMed
Lupiani, B, Subramanian, K and Samal, SK (1995) Aquareoviruses. Annual Review of Fish Diseases 5, 175208.CrossRefGoogle Scholar
Madeira, F, Pearce, M, Tivey, ARN, Basutkar, P, Lee, J, Edbali, O, Madhusoodanan, N, Kolesnikov, A and Lopez, R (2022) Search and sequence analysis tools services from EMBL-EBI in 2022. Nucleic Acids Research 50, W276W279.CrossRefGoogle ScholarPubMed
Maqbool, M, Sajid, MS, Saqib, M, Anjum, FR, Tayyab, MH, Rizwan, HM, Rashid, MI, Rashid, I, Iqbal, A, Siddique, RM, Shamim, A, Hassan, MA, Atif, FA, Razzaq, A, Zeeshan, M, Hussain, K, Nisar, RHA, Tanveer, A, Younas, S, Kamran, K and Rahman, SU (2022) Potential mechanisms of transmission of tick-borne viruses at the virus-tick interface. Frontiers in Microbiology 13, 846884.CrossRefGoogle ScholarPubMed
Matthijnssens, J, Attoui, H, Banyai, K, Brussaard, CPD, Danthi, P, Del Vas, M, Dermody, TS, Duncan, R, Fang, Q, Johne, R, Mertens, PPC, Mohd Jaafar, F, Patton, JT, Sasaya, T, Suzuki, N and Wei, T (2022a) ICTV virus taxonomy profile: spinareoviridae 2022. Journal of General Virology 103, 001781.CrossRefGoogle ScholarPubMed
Matthijnssens, J, Attoui, H, Banyai, K, Brussaard, CPD, Danthi, P, Del Vas, M, Dermody, TS, Duncan, R, Fang 方勤, Q, Johne, R, Mertens, PPC, Mohd Jaafar, F, Patton, JT, Sasaya 笹谷孝英, T, Suzuki 鈴木信弘, N and Wei 魏太云, T (2022b) ICTV virus taxonomy profile: sedoreoviridae 2022. Journal of General Virology 103, 001782.CrossRefGoogle ScholarPubMed
McLean, BJ, Hobson-Peters, J, Webb, CE, Watterson, D, Prow, NA, Nguyen, HD, Hall-Mendelin, S, Warrilow, D, Johansen, CA, Jansen, CC, van den Hurk, AF, Beebe, NW, Schnettler, E, Barnard, RT and Hall, RA (2015) A novel insect-specific flavivirus replicates only in Aedes-derived cells and persists at high prevalence in wild Aedes vigilax populations in Sydney, Australia. Virology 486, 272283.CrossRefGoogle ScholarPubMed
Miller, AK, Mifsud, JCO, Costa, VA, Grimwood, RM, Kitson, J, Baker, C, Brosnahan, CL, Pande, A, Holmes, EC, Gemmell, NJ and Geoghegan, JL (2021) Slippery when wet: cross-species transmission of divergent coronaviruses in bony and jawless fish and the evolutionary history of the Coronaviridae. Virus Evolution 7, veab050.CrossRefGoogle ScholarPubMed
Mirza, JD, de Oliveira Guimaraes, L, Wilkinson, S, Rocha, EC, Bertanhe, M, Helfstein, VC, de-Deus, JT, Claro, IM, Cumley, N, Quick, J, Faria, NR, Sabino, EC, Kirchgatter, K and Loman, NJ (2024) Tracking arboviruses, their transmission vectors and potential hosts by nanopore sequencing of mosquitoes. Microbial Genomics 10, 001184.CrossRefGoogle ScholarPubMed
Miyake, T, Aihara, N, Maeda, K, Shinzato, C, Koyanagi, R, Kobayashi, H and Yamahira, K (2019) Bloodmeal host identification with inferences to feeding habits of a fish-fed mosquito, Aedes baisasi. Scientific Reports 9, 4002.CrossRefGoogle ScholarPubMed
Mondal, H, Chandrasekaran, N, Mukherjee, A and Thomas, J (2022) Viral infections in cultured fish and shrimps: current status and treatment methods. Aquaculture International 30, 227262.CrossRefGoogle Scholar
Murchie, KJ, Cooke, SJ, Danylchuk, AJ and Suski, CD (2011) Estimates of field activity and metabolic rates of bonefish (Albula vulpes) in coastal marine habitats using acoustic tri-axial accelerometer transmitters and intermittent-flow respirometry. Journal of Experimental Marine Biology and Ecology 396, 147155.CrossRefGoogle Scholar
Nagler, C and Haug, JT (2016) Functional morphology of parasitic isopods: understanding morphological adaptations of attachment and feeding structures in Nerocila as a pre-requisite for reconstructing the evolution of Cymothoidae. PeerJ 4, e2188.CrossRefGoogle ScholarPubMed
Nurk, S, Meleshko, D, Korobeynikov, A and Pevzner, PA (2017) metaSPAdes: a new versatile metagenomic assembler. Genome Research 27, 824834.CrossRefGoogle ScholarPubMed
Overstreet, RM, Jovonovich, J and Ma, H (2009) Parasitic crustaceans as vectors of viruses, with an emphasis on three penaeid viruses. Integrative and Comparative Biology 49, 127141.CrossRefGoogle ScholarPubMed
Parry, R, Wille, M, Turnbull, OMH, Geoghegan, JL and Holmes, EC (2020) Divergent influenza-like viruses of amphibians and fish support an ancient evolutionary association. Viruses 12, 1042.CrossRefGoogle ScholarPubMed
Perry, BJ, Darestani, MM, Ara, MG, Hoste, A, Jandt, JM, Dutoit, L, Holmes, EC, Ingram, T and Geoghegan, JL (2022) Viromes of freshwater fish with lacustrine and diadromous life histories differ in composition. Viruses 14, 257.CrossRefGoogle Scholar
Pickett, BD, Wallace, EM, Ridge, PG and Kauwe, JSK (2020) Lingering taxonomic challenges hinder conservation and management of global bonefishes. Fisheries 45, 347358.CrossRefGoogle Scholar
Piégu, B, Guizard, S, Yeping, T, Cruaud, C, Asgari, S, Bideshi, DK, Federici, BA and Bigot, Y (2014) Genome sequence of a crustacean iridovirus, IIV31, isolated from the pill bug, Armadillidium vulgare. Journal of General Virology 95, 15851590.CrossRefGoogle ScholarPubMed
Poore, GC and Bruce, NL (2012) Global diversity of marine isopods (except Asellota and crustacean symbionts). PLoS ONE 7, e43529.CrossRefGoogle ScholarPubMed
Ramírez-Martínez, MM, Bennett, AJ, Dunn, CD, Yuill, TM and Goldberg, TL (2021) Bat flies of the family Streblidae (Diptera: Hippoboscoidea) host relatives of medically and agriculturally important “bat-associated” viruses. Viruses 13, 860.CrossRefGoogle ScholarPubMed
Rombel, IT, Sykes, KF, Rayner, S and Johnston, SA (2002) ORF-FINDER: a vector for high-throughput gene identification. Gene 282, 3341.CrossRefGoogle ScholarPubMed
Rowan, S, Mohseni, N, Chang, M, Burger, H, Peters, M and Mir, S (2023) From tick to test: a comprehensive review of tick-borne disease diagnostics and surveillance methods in the United States. Life (Basel) 13, 2048.Google Scholar
Samal, SK (2011) Aquareovirus. In Tidona, C and Darai, G (eds), The Springer Index of Viruses. New York, NY: Springer New York, pp. 15671571.CrossRefGoogle Scholar
Schneider, CA, Calvo, E and Peterson, KE (2021) Arboviruses: how saliva impacts the journey from vector to host. International Journal of Molecular Sciences 22, 9173.CrossRefGoogle ScholarPubMed
Sick, F, Beer, M, Kampen, H and Wernike, K (2019) Culicoides biting midges-underestimated vectors for arboviruses of public health and veterinary importance. Viruses 11, 376.CrossRefGoogle ScholarPubMed
Sikkel, PC, Pagan, JA, Santos, JL, Hendrick, GC, Nicholson, MD and Xavier, R (2020) Molecular detection of apicomplexan blood parasites of coral reef fishes from free-living stages of ectoparasitic gnathiid isopods. Parasitology Research 119, 19751980.CrossRefGoogle ScholarPubMed
Silva, CGD, Laurindo, ÉL, Gomes, , Figueiredo, NCD and Silva, GBD (2019) First record of the biodiversity of isopods in Katsuwonus pelamis from South America (NE Brazil). Journal of Dairy, Veterinary & Animal Research 8, 102105.Google Scholar
Smit, NJ, Bruce, NL and Hadfield, KA (2014) Global diversity of fish parasitic isopod crustaceans of the family Cymothoidae. International Journal for Parasitology. Parasites and Wildlife 3, 188197.CrossRefGoogle ScholarPubMed
Smit, NJ, Bruce, NL and Hadfield, KA (2019a) Introduction to parasitic crustacea: state of knowledge and future trends. In Smit, NJ, Bruce, NL and Hadfield, KA (eds), Parasitic Crustacea: State of Knowledge and Future Trends. Cham: Springer International Publishing, pp. 16.CrossRefGoogle Scholar
Smit, NJ, Bruce, NL and Hadfield, KA (2019b) Parasitic Crustacea: State of Knowledge and Future Trends. Cham, Switzerland: Springer.CrossRefGoogle Scholar
Smith, M, Fedler, AJ and Adams, AJ (2023) Economic assessments of recreational flats fisheries provide leverage for conservation. Environmental Biology of Fishes 106, 131145.CrossRefGoogle Scholar
Swei, A, Couper, LI, Coffey, LL, Kapan, D and Bennett, S (2020) Patterns, drivers, and challenges of vector-borne disease emergence. Vector Borne and Zoonotic Diseases (Larchmont, N.Y.) 20, 159170.CrossRefGoogle ScholarPubMed
Taylor, DS (2012) Twenty-four years in the mud: what have we learned about the natural history and ecology of the mangrove rivulus, Kryptolebias marmoratus? Integrative and Comparative Biology 52, 724736.CrossRefGoogle ScholarPubMed
Valente, A, Jiolle, D, Ravel, S, Porciani, A, Vial, L, Michaud, V, Kwiatek, O, Pedarrieu, A, Misse, D, Ferraris, P, Bretagnolle, F, Bitome-Essono, P-Y, Makanga, BK, Rougeron, V, Prugnolle, F and Paupy, C (2023) Flying syringes for emerging enzootic virus screening: proof of concept for the development of noninvasive xenosurveillance tools based on tsetse flies. Transboundary and Emerging Diseases 2023, 9145289.CrossRefGoogle Scholar
Wang, Z, Nie, K, Liang, Y, Niu, J, Yu, X, Zhang, O, Liu, L, Shi, X, Wang, Y, Feng, X, Zhu, Y, Wang, P and Cheng, G (2024) A mosquito salivary protein-driven influx of myeloid cells facilitates flavivirus transmission. EMBO Journal 43, 16901721.CrossRefGoogle ScholarPubMed
Weitzel, T, Makepeace, BL, Elliott, I, Chaisiri, K, Richards, AL and Newton, PN (2020) Marginalized mites: neglected vectors of neglected diseases. PLoS Neglected Tropical Diseases 14, e0008297.CrossRefGoogle ScholarPubMed
Williams, EH Jr and Bunkley-Williams, L (2019) Life cycle and life history strategies of parasitic crustacea. Parasitic Crustacea: State of Knowledge and Future Trends 3, 179266.CrossRefGoogle Scholar
Xi, Y, Jiang, X, Xie, X, Zhao, M, Zhang, H, Qin, K, Wang, X, Liu, Y, Yang, S, Shen, Q, Ji, L, Shang, P, Zhang, W and Shan, T (2023) Viromics reveals the high diversity of viruses from fishes of the Tibet highland. Microbiology Spectrum 11, e0094623.CrossRefGoogle ScholarPubMed
Young, DK, Hsiao, Y, Liang, WR and Lee, CF (2016) Descriptions of the mature larvae for two species of Pseudopyrochroa from Taiwan (Coleoptera: pyrochroidae: pyrochroinae), with notes on their natural history. Zootaxa 4061, 585595.CrossRefGoogle ScholarPubMed
Zhang, K, Ma, J and Fan, Y (2021) Epidemiology of the grass carp reovirus. In Fang, Q (ed.), Aquareovirus. Singapore: Springer Singapore, pp. 133148.CrossRefGoogle Scholar
Ziarati, M, Zorriehzahra, MJ, Hassantabar, F, Mehrabi, Z, Dhawan, M, Sharun, K, Emran, TB, Dhama, K, Chaicumpa, W and Shamsi, S (2022) Zoonotic diseases of fish and their prevention and control. Veterinary Quarterly 42, 95118.CrossRefGoogle ScholarPubMed
Figure 0

Figure 1. Map of sampling locations. Belize in Central America (A) and Ambergris Caye within Belize (B) are shaded grey. Circles in panel B indicate locations where bonefish were sampled. Red circles indicate locations with parasitic isopods of bonefish.

Figure 1

Figure 2. Isopods encountered in Belize. Isopod blood-feeding on a bonefish above its eye (A). Isopod blood-feeding on a bonefish below its dorsal fin, with scars and missing scales (arrows) indicating sites of prior infestation (B). Isopod (arrow) blood-feeding on the leg of a human wading in water during fish capture and processing (C). Dorsal (D) and ventral (E) montaged images of an isopod collected from a bonefish (scale bars = 1 mm).

Figure 2

Figure 3. Maximum likelihood phylogenetic tree of isopods in the family Aegidae (Cymothooidea). The tree is based on a 602-position nucleotide sequence alignment of the mitochondrial cytochrome oxidase subunit 1 gene and a GTR + G + I model of molecular evolution. Taxon names are followed (in parentheses) by sequence accession number and country of origin. The isopod taxon identified in this study is highlighted in bold. The tree is midpoint rooted. Numbers beside branches indicate bootstrap values (percent) based on 1000 replicates; only values ⩾50% are shown. Scale bar indicates nucleotide substitutions per site.

Figure 3

Table 1. Viruses in isopods parasitizing Atlantic bonefish

Figure 4

Table 2. Genomic characteristics of XKRV-1, a novel aquareovirus from isopod parasites of bonefish

Figure 5

Figure 4. Maximum likelihood phylogenetic trees of aquareoviruses. Trees are based on amino acid alignments of 1271 positions and a LG + G + I model of molecular evolution for RNA-dependent RNA polymerase (A) and 228 positions and a Q.pfam + G + I model of molecular evolution for outer capsid protein (B). Letters in parentheses following virus abbreviations indicate the species designation of each virus (aquareovirus A, B, C, G or unclassified). Silhouettes represent host species for each virus. XKRV-1, the virus identified in this study, is highlighted in bold text. Trees are outgroup-rooted using piscine reovirus in the genus Orthoreovirus. Numbers beside branches indicate bootstrap values (percent) based on 1000 replicates; only values >50% are shown. Scale bars indicate amino acid substitutions per site. Full details of viruses are given in Table S1.

Figure 6

Figure 5. Maximum likelihood phylogenetic tree of reoviruses. The tree is based on a 1,091-position amino acid alignment of the RNA-dependent RNA polymerase and a LG + R + F model of molecular evolution. Taxon names are followed (in parentheses) by sequence accession number. Clades correspond to mosquito-borne and tick-borne viruses (A) and midge-borne viruses (B) within the genus Orbivirus, and a sister clade of currently unclassified invertebrate-specific reoviruses (C). The virus identified in this study, xkarip virus 2, is highlighted in bold. The tree is midpoint rooted. Numbers beside branches indicate bootstrap values (percent) based on 1000 replicates; only values >50% are shown. Scale bar indicates amino acid substitutions per site.

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