bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
1 Meta-transcriptomic analysis of virus diversity in urban wild birds
2 with paretic disease
3
4 Wei-Shan Chang1†, John-Sebastian Eden1,2†, Jane Hall3, Mang Shi1, Karrie Rose3,4, Edward C.
5 Holmes1#
6
7
8 1Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and
9 Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, NSW,
10 Australia.
11 2Westmead Institute for Medical Research, Centre for Virus Research, Westmead, NSW,
12 Australia.
13 3Australian Registry of Wildlife Health, Taronga Conservation Society Australia, Mosman,
14 NSW, Australia.
15 4James Cook University, College of Public Health, Medical & Veterinary Sciences, Townsville,
16 QLD, Australia.
17
18 †Authors contributed equally
19
20 #Author for correspondence:
21 Professor Edward C. Holmes
22 Email: [email protected]
23 Phone: +61 2 9351 5591
1 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
24
25 Abstract: 248 words
26 Importance: 109 words
27 Text: 6296 words
28 Running title: Virome of urban wild birds with neurological signs.
2 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
29 Abstract
30 Wild birds are major natural reservoirs and potential dispersers of a variety of infectious
31 diseases. As such, it is important to determine the diversity of viruses they carry and use this
32 information to help understand the potential risks of spill-over to humans, domestic animals, and
33 other wildlife. We investigated the potential viral causes of paresis in long-standing, but
34 undiagnosed disease syndromes in wild Australian birds. RNA from diseased birds was extracted
35 and pooled based on tissue type, host species and clinical manifestation for metagenomic
36 sequencing. Using a bulk and unbiased meta-transcriptomic approach, combined with careful
37 clinical investigation and histopathology, we identified a number of novel viruses from the
38 families Astroviridae, Picornaviridae, Polyomaviridae, Paramyxoviridae, Parvoviridae,
39 Flaviviridae, and Circoviridae in common urban wild birds including Australian magpies,
40 magpie lark, pied currawongs, Australian ravens, and rainbow lorikeets. In each case the
41 presence of the virus was confirmed by RT-PCR. These data revealed a number of candidate
42 viral pathogens that may contribute to coronary, skeletal muscle, vascular and neuropathology in
43 birds of the Corvidae and Artamidae families, and neuropathology in members of the
44 Psittaculidae. The existence of such a diverse virome in urban avian species highlights the
45 importance and challenges in elucidating the etiology and ecology of wildlife pathogens in urban
46 environments. This information will be increasingly important for managing disease risks and
47 conducting surveillance for potential viral threats to wildlife, livestock and human health. More
48 broadly, our work shows how meta-transcriptomics brings a new utility to pathogen discovery in
49 wildlife diseases.
3 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
50 Importance
51 Wildlife naturally harbor a diverse array of infectious microorganisms and can be a source of
52 novel diseases in domestic animals and human populations. Using unbiased RNA sequencing we
53 identified highly diverse viruses in native birds in Australian urban environments presenting with
54 paresis. This investigation included the clinical investigation and description of poorly
55 understood recurring syndromes of unknown etiology: clenched claw syndrome, and black and
56 white bird disease. As well as identifying a range of potentially disease-causing viral pathogens,
57 this study describes methods that can effectively and efficiently characterize emergent disease
58 syndromes in free ranging wildlife, and promotes further surveillance for specific potential
59 pathogens of potential conservation and zoonotic concern.
60
61 Keyword: paresis, neurological syndrome, wildlife, birds, meta-transcriptomics, virus
4 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
62 Introduction
63 Emerging and re-emerging infectious diseases in humans often originate in wildlife, with free-
64 living birds representing major natural reservoirs and potential dispersers of a variety of zoonotic
65 pathogens (1). Neurological syndromes, such as paresis, are of particular concern as many
66 zoonotic viral pathogens carried by wild birds with the potential to cause neurological disease are
67 also potentially hazardous to poultry, other livestock and humans. Examples of this phenomenon
68 include Newcastle disease virus (NDV, Avulavirus 1; family Paramyxoviridae), West Nile virus
69 (WNV, family Flaviviridae) and avian influenza viruses (family Orthomyxoviridae) (2).
70 Importantly, with growing urban encroachment, the habitats of humans, domestic animals and
71 wildlife increasingly overlap. A major issue for the prevention and control of wildlife and
72 zoonotic diseases is how rapidly and accurately we can identify a pathogen, determine its origin,
73 and institute biosecurity measures to limit cross-species transmission and onward spread. With
74 these ever changing environments, wildlife are also at risk from a conservation perspective, as a
75 number of emerging viral pathogens (WNV, Usutu virus, avian poxvirus, avian influenza,
76 Bellinger River snapping turtle nidovirus) have had adverse population level impacts (3-8).
77 Therefore, a comprehensive understanding of the diversity of the viral community, and the
78 ecology of microbes associated with urban wildlife mass mortality and emergent disease
79 syndromes, will improve our capacity to detect pathogens of concern and lead to improved
80 conservation and public health intervention (3).
81
82 Meta-transcriptomic approaches (i.e. total RNA-sequencing) have revolutionized the field of
83 virus discovery, transforming our understanding of the natural virome in vertebrates and
84 invertebrates (9, 10). This method relies on the unbiased sequencing of non-ribosomal RNA, and
85 has been used to identify novel viral species in seemingly healthy animals. In Australia, for
5 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
86 example, meta-transcriptomic approaches have been used with invasive cane toads (Rhinella
87 marina) (11), waterfowl (12, 13), fish (14) and Tasmanian devils (Sarcophilus harrisii) (15).
88 These approaches have also been applied diagnostically in a disease setting, including in
89 domestic animals such as cats (Felis sylvestris) (16), dogs (Canis lupus familiaris) (17), cattle
90 (Bos taurus) with respiratory diseases (18-20), and pythons (Pythonidae) with neurological signs
91 (21). Notably, meta-transcriptomics has also been used to identify bacterial diseases, such as
92 tularemia infections in Australian ring-tailed possums (Pseudocheirus peregrinus) (22). Hence,
93 metagenomic approaches provide the capacity to rapidly and comprehensively map microbial
94 and viral communities and examine their interactions, improving our understanding of animal
95 health and zoonoses.
96
97 Investigations into wildlife diseases are often neglected and under-resourced. Consequently,
98 while many outbreaks and syndromes are reported, until recently limited molecular screening has
99 been performed to characterize the etiology where a novel organism is present. In Australia,
100 several neglected and undiagnosed disease outbreaks have been described in wild avian species
101 including those of suspected viral etiology. Notable examples include two syndromes termed
102 "clenched claw disease” (23-28) and “black and white bird disease” (29-31) that affect rainbow
103 lorikeets (Trichoglossus moluccanus) and several species of passerines, respectively.
104
105 Clenched claw syndrome (CCS) has been recognized as a form of paresis in rainbow lorikeets in
106 eastern Australia, in which birds present recumbent with poor withdrawal reflexes and clenched
107 feet. Although the syndrome may be multifactorial, a proportion of the cases are characterized by
108 non-suppurative encephalomyelitis and ganglioneuritis, and these cases are suspected to have a
109 viral etiology. Similarly, a series of morbidity and mortality events termed black and white bird
6 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
110 disease (BWBD) have occurred in Australian magpies (Gymnorhina tibicen), Pied currawongs
111 (Strepera graculina), Australian ravens (Corvus coronoides) and magpie larks (Gallina
112 cyanoleuca) along the Australian east coast (31). Diseased birds present in groups, either dead or
113 paretic. Although these emergent disease syndromes are suspected to be caused by viral
114 infections, they have been poorly described, and to date no viral pathogens have been identified
115 in culture, such that the cause and mechanisms of disease remain elusive.
116 By exploiting meta-transcriptomic approaches, validated with clinical manifestation and
117 histopathological findings of infection, we investigated the potential viral etiology in historically
118 archived outbreaks of birds fitting the syndrome descriptions associated with black and white
119 bird disease and clenched claw syndrome in Australia, along with other sporadic cases where
120 viral infection was suspected. In particular, we characterized CCS and BWBD and identified a
121 number of novel viruses from the families Astroviridae, Picornaviridae, Polyomaviridae,
122 Paramyxoviridae, and Parvoviridae in common urban wild birds.
123 Results
124
125 Clinical and histological description of rainbow lorikeets
126 To formulate a syndrome description for CCS, pathology records from the Australian Registry of
127 Wildlife Health from 451 rainbow lorikeets presenting between 1981 and 2019 were reviewed
128 for unexplained non-suppurative inflammation within the central nervous system. A total of 55
129 birds were found to match these search terms. The signalments, clinical signs and histological
130 lesions from these birds are summarized chronologically in Table S1. The index case was a
131 juvenile female rainbow lorikeet found in Mosman, NSW in November 1984, and the last known
132 case was recorded in an adult, female from the same location in May 2007. The majority of cases
7 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
133 occurred in adult birds (28 adults, 20 juveniles, 7 age unspecified), including 24 males, 21
134 females and 10 gender unspecified. Although cases were distributed throughout the year, twice
135 as many CCS events occurred in October than any other single month.
136
137 Clenched feet was the most prevalent presentation (n = 40), followed by an inability to fly (n =
138 13), unspecified neurological signs (n = 8), paresis (n = 6), leg paralysis (n = 3), wing paralysis
139 (n = 2), head tilt (n = 3), tremors (n = 3), ascending or progressive neurological signs (n = 2),
140 head bob (n = 2), opisthotonus (n = 1), ataxia (n = 1), and rolling (n = 1) (Figure 1a,b). Body
141 condition was noted in 29 records and 11 birds were classified as being in good condition, 17
142 birds were considered thin or very thin, and one bird was emaciated. Less common presentations
143 included flying into a window (n = 1) and predation (n = 2). The most common cause of death
144 was euthanasia (n = 37).
145
146 Common microscopic lesions in CCS affected lorikeets are illustrated in Figure 1c-e and include
147 mild to severe perivascular cellular infiltrates ranging from one to eight cells deep, composed of
148 lymphocytes, plasma cells and smaller numbers of macrophages. Gliosis, spongiotic change of
149 the neuropil, Wallerian degeneration and nerve cell body degeneration to necrosis were
150 uncommon and restricted to those animals with moderate to severe inflammation. Non-
151 suppurative inflammation within the central nervous system was more prevalent and more severe
152 within the caudal brainstem (28/54), cerebellum (30/54) and spinal cord (44/49), compared with
153 the cerebrum and anterior brain stem (12/54). Peripheral nervous system changes were also
154 noteworthy, as 5 of 47 birds examined had non-suppurative spinal ganglioneuritis, and 18 of 19
155 birds examined had non-suppurative neuritis, often with Wallerian degeneration (13/19).
156
8 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
157 An adult, male red-collared lorikeet (Trichoglossus rubritorquis) from Queensland was also
158 found with a history of euthanasia following presentation with clenched feet, ataxia, and thin
159 body condition. Histological changes in this animal were consistent with CCS, including non-
160 suppurative lesions that were mild in the cerebrum, and more moderate in the brain stem,
161 cerebellum and spinal cord.
162
163 Liver from an adult, male rainbow lorikeet with histological evidence of moderate hepatocellular
164 single cell necrosis, karyomegaly, and unusual amphophilic and variably shaped (stellate,
165 discrete and dense, and ground-glass) intranuclear inclusions (Figure 1a) was included in the
166 meta-transcriptomic investigation based on suspicion of one or more underlying viral infections.
167 This bird presented recumbent, with extensive subcutaneous epithelial lined cysts encapsulating
168 clusters of mites distributed along the wings and cranium, and loss of the distal primary feathers
169 and central tail feathers in a pattern suggestive of psittacine circovirus infection (Registry
170 4771.1).
171
172 Clinical and histological description of black and white bird disease
173 A total of 2781 birds in the order Passeriformes were included in the analysis. This identified 51
174 birds with myocardial degeneration or non-suppurative myocarditis. Two cases were excluded
175 from the analysis, due to incongruity of histological lesions compared with those of all other
176 birds (n = 49) examined. The signalments, clinical signs and histological lesions from these birds
177 are summarized chronologically in Table S2.
178
179 Although BWBD was first recognized during an epizootic extending across Victoria, NSW and
180 into Queensland (QLD) in 2006, records from the Australian Registry of Wildlife Health
9 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
181 identified the index cases as magpies and currawongs found in Sydney and the NSW central
182 coast in August 2003. The majority of birds examined were magpies (n = 26), currawongs (n =
183 15), and ravens (n = 6), with adults, juveniles, males and females evenly represented. A solitary
184 adult female figbird and one adult female magpie lark were also among the affected birds.
185 Concurrent mortality was observed in crested pigeons (Ocyphaps olphotes), common koels
186 (Eudynamys scolopacea) silver gulls (Larus novaehollandiae) and indian mynahs (Acridotheres
187 tristis). Presentation of affected birds varied, occurring as nine mass morbidity and mortality
188 events, and 25 sporadic cases. The birds examined from outbreaks in 2003, 2006, 2013 and 2015
189 represent a small fraction of affected birds, and accumulatively total 105 birds reported formally
190 and more than 250 reported informally. Suspected intoxication was a common history in those
191 birds presenting en masse. Although seven birds were found dead or died prior to veterinary
192 examination, clinical signs among the remaining birds included paresis (Figure 2a), recumbency
193 or profound weakness (27), loss of righting reflex or difficulty righting (12), and less commonly
194 dyspnea (4), watery or bloody diarrhea (4), clenched claws (1) and a moribund state (1).
195 Although most birds were recumbent, they were not paralyzed as they had good cloacal tone,
196 withdrawal reflexes, and could stand and shuffle, flap or walk across the room when stimulated.
197 Most ravens had additional clinical signs indicative of central nervous system dysfunction,
198 including ataxia, head tilt, circling, and unusual head posture (4/6). Other species were alert and
199 could accurately grasp items with their beaks, despite being recumbent. The body condition of
200 affected birds varied with 21 noted to be in good body condition, while 27 were classified as
201 thin, very thin or emaciated.
202
203 Gross lesions in affected birds were rare, but included hydropericardium, epicardial hemorrhage,
204 pulmonary congestion to hemorrhage, hemorrhage into the gastrointestinal lumen and fibrinous
10 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
205 serositis. Microscopic lesions characteristic of BWBD include the unifying feature of
206 degeneration of cardiac myocytes with or without non-suppurative perivascular and interstitial
207 cardiac inflammation (Figure 2 b-e). Myocyte degeneration or non-suppurative inflammation
208 within skeletal muscle was observed in 24 of the 45 birds examined (four animals were
209 unavailable for examination). Non-suppurative inflammation of the central nervous system was
210 observed in 25 birds. Lesions were most severe in the central cerebellar white matter and
211 included one to four cell deep perivascular cuffs, spongiotic change of the neuropil, degeneration
212 to necrosis of nerve cell bodies and multifocal gliosis. Other common histological features of the
213 syndrome included acute hepatic necrosis or inflammation (25/49), necrosis or non-suppurative
214 gastro-intestinal inflammation (21/49), non-suppurative interstitial nephritis (8/49), mild
215 vasculopathy to marked fibrino-necrotising vasculitis (19/49), non-suppurative perivascular
216 infiltrates throughout serosal surfaces (20/49) and non-suppurative interstitial pancreatitis
217 (11/49). Less common lesions included perivascular pulmonary, cardiac and neural hemorrhage,
218 meningitis and peripheral neuritis. Ravens generally had more severe and widespread central
219 nervous system lesions, and lacked skeletal muscle, renal and serosal inflammation that was
220 evident in the other species. In birds other than ravens, paresis was most likely associated with
221 lesions in striated muscle and the peripheral nervous system. Although Leucocytozoon and
222 microfilaria are common hemoparasites of the bird species examined, and were found in our
223 metagenomic data (32), these organisms were not relevant within disease-related lesions in our
224 cases. Ancillary diagnostic testing for known bacterial and viral pathogens, Chlamydophyla
225 species and intoxication revealed no significant findings.
226
227 Meta-transcriptomic virus identification
11 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
228 Archived samples including brain, liver, heart, and kidneys from representative cases of diseased
229 birds were pooled and used to generate nine RNA-sequencing libraries that resulted in 7,725,034
230 to 26,555,569 paired reads per pool, for meta-transcriptomic analysis. From these data we
231 discovered eight viruses from the RNA virus families, Astroviridae, Paramyxoviridae, and
232 Picornaviridae, the DNA virus families Adenoviridae, Circoviridae, Parvoviridae and
233 Polyomaviridae. Two additional viruses - a hepacivirus and a narnavirus - were also identified
234 but unlikely associated with any clinical syndrome.
235
236 Avian avulavirus in brain samples of lorikeets with clenched claw syndrome
237 The Paramyxoviridae are a large group of enveloped linear negative-sense RNA viruses that
238 range from 15.2 to 15.9 kb in length. We identified paramyxovirus-like contigs in the brain
239 libraries of rainbow lorikeets. A RT-PCR designed to amplify the paramyxovirus L protein (301
240 nt) identified matching RNA in 4/5 brain tissues, corresponding to the four birds presenting with
241 neurological symptoms. Ten overlapping RT-PCRs were then performed to confirm the genomic
242 sequence (Table S4), revealing a typical 3’-N(455 aa)-P(446 aa)-M(366 aa)-F(619 aa)-HN(528
243 aa)-L(2263)-5’ organization. Based on the phylogenetic analysis of the L and M protein, the
244 novel paramyxovirus identified here - termed Avian paramyxovirus 5/rainbow
245 lorikeet/Australia/CCS - fell into the clade comprising the genus Avulavirus, exhibiting 86.7%
246 and 89.1% amino acid pairwise identity to its closest relative - APMV-5/budgerigar/Japan/TI/75
247 (GenBank accession number: LC168759).
248
249 To provide a provisional assessment of the virulence of this novel virus, we compared F protein
250 cleavage sites between the lorikeet avulavirus and known pathotypes of NDV (Avulavirus 1) that
251 commonly causes disease in avian species, including the velogenic, lentogenic, mesogenic and
12 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
252 asymptomatic vaccine types. Specifically, the precursor F glycoprotein (F0) is cleaved into F1
253 and F2 subunits for the progeny virus to be infectious and to enable replication. The F protein
254 cleavage position for virulent or mesogenic strains contain a furin recognition site comprising
255 multiple basic amino acids. Notably, the lorikeet avulavirus had an F cleavage ‘RRRKKRF’
256 motif identical to pathogenic NDV strains, suggesting its potential virulence, although this
257 remains to be confirmed (Figure 3).
258
259 DNA viruses identified in sporadic cases or mortality events rainbow lorikeets
260 In addition to RNA viruses, we identified three DNA viruses in the context of sporadic mortality
261 events of rainbow lorikeets: avian chapparvovirus, beak and feather disease virus and lorikeet
262 adenovirus. In addition to the RNA-sequencing results, we extracted DNA from corresponding
263 tissues for DNA virus validation through PCR and rolling circle amplification (RCA) assays.
264
265 Lorikeet chapparvovirus
266 The Parvoviridae are a family of small, non-enveloped, dsDNA animal viruses with linear
267 genomes of ~5 kb in length. We identified parvovirus-like transcripts in both liver RNA-seq
268 libraries from diseased lorikeets. Using RCA to enrich for circular DNAs, we recovered a
269 complete genome of a novel lorikeet chapparvovirus, comprising 4,271 nt with two distinct
270 ORFs that encoded the non-structural protein NS1 (670 aa) and the structural protein VP (542
271 aa). We further designed specific primers to amplify the targeted VP region (~248 bp) for
272 screening both the RNA (positive in two liver samples) and DNA (all positive) products. In
273 addition, we inferred two separate phylogenetic trees based on the complete NS1 and VP
274 proteins to determine the evolutionary relationships between the lorikeet virus and other
275 parvoviruses. This revealed that the closest relative to the lorikeet chapparvovirus identified here
13 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
276 was an avian-associated red-crown crane parvovirus, yc-9 (GenBank accession number:
277 KY312548.1), although this shares only 48.2% amino acid identity in NS1 and 46.9% identity in
278 VP (Figure 4).
279
280 Beak and feather disease virus
281 Beak and feather disease virus (BFDV), a member of Circoviridae, is highly prevalent in
282 Australian wild birds, particularly psittacine species (33). We identified BFDV-like contigs in all
283 lorikeet RNA libraries, sharing 95% nucleotide identity to known strains of BFDV. Remapping
284 the raw reads to the closest BFDV strain (GenBank accession number: KM887928) gave
285 coverage of the whole virus genome, comprising 2,014 nt, and encoding a replication-associated
286 protein (290 amino acids; aa) and a capsid protein (247 aa) (Figure 5A). We then screened all the
287 RNA samples from rainbow lorikeets using PCR primers targeting the capsid protein (596 nt)
288 (GenBank accession number: KM887928), with the PCR products then Sanger sequenced. The
289 BFDVs identified from individual birds carried distinctive single nucleotide variants, and
290 sequences from each case formed strong phylogenetic clusters suggesting that these results are
291 not due to cross-sample contamination (Figure 5B).
292
293 Lorikeet adenovirus
294 Adenovirus-like contigs were identified from both the brain and liver libraries of rainbow
295 lorikeets. Phylogenetic analyses were performed based on the products of PCR primers designed
296 based on the obtained sequences of polymerase (pol, 843 aa) and hexon (hexon, 580 aa) proteins.
297 The virus identified, termed lorikeet adenovirus (LoAdv), exhibited 76% amino acid identity to
298 the most closely related skua adenovirus (GenBank accession number: YP.0049359313) (Figure
299 6).
14 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
300
301 A novel lorikeet hepatovirus in clenched clawed lorikeets
302 A complete hepatovirus-like (Picornavirales) contig was identified in one of the liver libraries of
303 diseased lorikeets, exhibiting relatively high read abundance (~10,000x coverage depth). The
304 genome of this novel lorikeet hepatovirus, termed lorikeet hepatovirus (LoHepaV), is 7,339 nt in
305 length, and encodes a polyprotein of 2070 amino acids, excluding poly-A tails, that is similar in
306 structure to most Avihepatoviruses (Figure 6). Interestingly, this virus was most closely related
307 to Hepatovirus sp. isolate HepV-bat3206/Hipposideros_armiger/2011 identified from a round-
308 leaf bat, although these two viruses only exhibit 46.3% amino acid identity across the
309 polyprotein. Recently, a lorikeet picornavirus-LoPV-1 (GenBank accession number: MK443503)
310 was identified in fecal samples from rainbow lorikeets in China (34), although this only
311 exhibited 17.4% amino acid identity with the lorikeet hepatovirus identified here (Figure 7).
312
313 Novel picornavirus identified in black and white bird disease cases
314 The Picornaviridae are a large family of single-strand positive-sense RNA viruses, with
315 genomes ranging from 6.7-10.1 kb in length. We identified a highly abundant complete
316 picornavirus-like contig in the library of archived black and white diseases cases. Remapping
317 raw reads to the picornavirus-like transcript showed complete genome coverage (~300x coverage
318 depth). We named this novel virus black and white bird picornavirus (BWBDpicoV). A RT-PCR
319 targeting this picornaviral contig (~220 bp) was positive in 2/6 of the brain tissues tested from an
320 Australian magpie (Cracticus tibicen) and an Australian raven (Corvus coronoides): notably, the
321 two positive birds were those presenting with non-suppurative encephalomyelitis.
322
15 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
323 BWBDpicoV exhibits classical picornavirus features, with a genome length of 7,011 nt
324 excluding the poly A tails. This genome encodes a polyprotein of 2070 amino acid residues, as
325 well as a 5’ untranslated region (UTR) of 508 nt that includes the putative internal ribosome
326 entry site (IRES). The genome organisation of BWBDpicoV is similar to that of other
327 picornaviruses, with the characteristic gene order: 5′-VP4, VP2, VP3, VP1, 2A, 2B, 2C, 3A, 3B,
328 3Cpro, 3Dpol-3′ (Figure 7). BWBDpicoV also exhibited such typical picornavirus features as
329 rhv-like domains (111-222,307-424 aa), an RNA-helicase (1172-1271 aa), and an RNA-
330 dependent RNA polymerase (RdRp; 2903-2154 aa). Phylogenetic analysis revealed that
331 BWBDpicoV was most closely related to seal picornavirus (GenBank accession number:
332 NC.009891.1), a member of the genus Aquamavirus (Figure 7). However, BWBD picornavirus
333 exhibited low amino acid similarity to the polyproteins of any of these viruses: only 29.5% with
334 Kunsagivirus A (GenBank accession number: YP_009505615.1) and 30.8% with Seal
335 picornavirus type 1 (GenBank accession number: YP_001487152.1). According to the
336 International Committee on Taxonomy of Viruses (ICTV), members of a genus within the
337 Picornaviridae should share at least 40% amino acid sequence identity in the polyprotein region.
338 As such, our BWBD may represent a new virus genus.
339
340 A divergent black and white bird astrovirus in a BWBD outbreak from Nowra, NSW
341 Several astrovirus-like reads were found in the RNA-seq library of the suspected BWBD (i.e.
342 non-suppurative encephalitis of undetermined etiology) outbreak from Nowra, NSW (Table 1).
343 This novel virus, termed black and white bird astrovirus (BWBDastV), was highly divergent in
344 sequence, and contained only 25 reads that covered the partial RdRp of Astrovirus
345 Pygoscelis/DT/2012 (GenBank accession number: KM587711.1) (see below).
346
16 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
347 Reads from BWBDastV were used to develop PCR assays to bridge the gap in the RdRp. Using
348 RT-PCR amplification of a 195 nt region targeting the RdRp, we obtained positive hits for
349 BWBDastV in 4 of 5 brain samples. Based on RdRp protein identity and phylogenetic analysis,
350 there was 69.8% amino acid sequence similarity to the closest astrovirus, Astrovirus
351 Pygoscelis/DT/2012 (GenBank accession number: KM587711) sampled from Adelie penguins
352 (Pygoscelis adeliae) in Antarctica (Figure 8). Combining the PCR results with clinical and
353 histopathology patterns of diseased birds from the Nowra outbreak, we suggest that BWBDastV
354 might be the cause of the BWBD outbreak (Figure 10B).
355
356 Novel magpie polyomavirus in the Nowra outbreak
357 In addition to the novel astrovirus, our RNA-seq analysis identified a novel circular avian
358 polyomavirus in brain and heart tissue from one non-diseased Australian magpie from the Nowra
359 outbreak. Of note, the histopathology of BWBD was not consistent with polyomavirus infection
360 which is not known to be associated with myositis or encephalitis in birds. The genome of the
361 novel magpie polyomavirus - termed magpolyV - comprised 5115 bp with an overall GC content
362 of 46.5%, and we were able to recover full length genome of this virus using RCA and PCR
363 assays. Based on sequence similarity with existing reference polyomavirus proteins we predict
364 that the genome of the novel virus encodes capsid proteins VP1, VP2, VP3 and open reading
365 frame-X (ORF-X) from the late region, as well as two alternative transcripts, large T antigen
366 (LT) and small T antigen (ST) (Figure 9). Consistent with most known polyomaviruses,
367 magpolyV retains the typical conserved motifs and splicing sites in LT, including HPDKGG
368 (DnaJ domain), LRELL and LLGLL (LXXLL- CR1 motif), LFCDE (LXCXE,a pRB1-binding
369 motif) and GAVPEVNLE (ATPase motif). However, the consensus sequence CXCXXC for
370 protein phosphatase 2A binding, mostly found in mammalian polyomaviruses, was not present.
17 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
371 Phylogenetic analysis revealed that this magpie polyomavirus consistently clustered within avian
372 lineages, exhibiting 90.3% amino acid its closest relative - butcherbird polyomavirus isolate
373 AWH19840 (accession number: KF360862) - in the LT protein, and 92% amino acid similarity
374 in VP1.
375
376 Discussion
377 We characterize the clinical and histological features of CCS and BWBD and apply a meta-
378 transcriptomic approach to identify potential viral etiological agents in wild Australian birds
379 presenting with hepatic inclusion bodies, paresis and non-suppurative myocarditis or
380 encephalomyelitis, elucidating the complex nature of viral disease investigation amid multiple
381 infections. Next-generation metagenomic sequencing, in combination with traditional gross and
382 histological examination, identified several candidate pathogens for disease syndromes that had
383 been reported for decades as undiagnosed, but likely of viral origin. Application of this
384 methodology in the face of emergent disease syndromes or mass mortality events will facilitate
385 the early detection of viruses infecting wildlife, greatly contributing to disease control,
386 conservation of wild populations and the more rapid identification of novel pathogens.
387
388 Clenched claw syndrome
389 A key element of our paper was the investigation of CCS, a paretic disease of unknown etiology
390 in rainbow lorikeets (Trichoglossus haematodus) and a single red-collared lorikeet
391 (Trichoglossus rubritorquis) in Australia. The diseased lorikeets present with paresis and were
392 initially often found recumbent or sitting on their hocks with feet clenched, the passive position
393 for the avian foot. Affected birds kept in care progressively developed head tilt, ataxia, and
394 paralysis. The disease syndrome has primarily occurred along coastal New South Wales and
18 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
395 South-East Queensland since the early 1980s. Although previous studies report 5-10% of free-
396 living rainbow lorikeets rescued annually presenting with this syndrome, it seems likely that the
397 clinical syndrome in fact encompasses two or more disease etiologies (35). For example, lead
398 poisoning and plant based intoxication have been proposed as contributing to syndromes
399 described as clenched claw or drunken lorikeet syndrome (36). We focused on the investigation
400 of 55 cases of CCS characterized by non-suppurative encephalomyelitis and often
401 ganglioneuritis in which a viral etiology has been suspected. The meta-transcriptomic results, in
402 conjunction with the clinical signs, histopathologic data and confirmation through PCR assays,
403 suggest that the Avulavirus (APMV-5) played a potential leading role in the pathogenesis of
404 CCS in these diseased birds (Figure 10a). An increasing incidence of clinical AMPV infection in
405 wild birds is reported worldwide (37). APMVs have been categorized into 12 serotypes, and
406 APMV1 (NDV) causes significant economic impact on the poultry industry as well as population
407 level impacts on wild birds (37). Both NDV and APMV5 have been reportedly associated with
408 disease outbreaks where mortality rates approach 100%, although the pathogenicity of APMV5
409 varies substantially among aviary species. APMV5 was first isolated from a fatal outbreak of
410 caged budgerigars in Japan in 1974, followed by epizootic outbreaks in budgerigars in the UK
411 (38) and Australia (39). Interestingly, APMV5 will not replicate in chicken embryonated eggs, it
412 lacks a virion hemagglutinin, and it is not pathogenic to chickens (40). Phylogenetically, the
413 AMPV5 identified here is closely related to the Brisbane and Japanese strains identified from
414 budgerigars (41). Because of the possibility of cross-species transmission, the prevalence and
415 pathogenicity of avian paramyxoviruses circulating among wild birds in Australia clearly merits
416 further investigation.
417
19 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
418 Detection of avian chapparvovirus, avian adenovirus and beak and feather disease viruses in
419 rainbow lorikeets
420 Chapparvoviruses are being increasingly identified in metagenomic studies, and seemingly have
421 a wide host range (42), including bats (43), and the feces of turkeys (44), red-crowned cranes
422 (45), wild rats (46) and pigs (47). Importantly, a murine kidney parvovirus was recently found in
423 immunodeficient laboratory mice strains, causing renal failure and kidney fibrosis (48),
424 indicating that some chapparvoviruses are associated with highly virulent infections.
425
426 Avian polyomavirus, beak and feather disease virus, and avian adenovirus appear to be prevalent
427 in psittacine species in Australia (49), compatible with the data presented here. As multi-viral
428 infection is common, our analysis of viral communities associated with neglected avian diseases
429 enabled a comprehensive understanding beyond the one-host, one-virus system (13). Many
430 known viral infections are relevant clinical issues in psittacine species due to their association
431 with acute death, disease, the capacity to induce immunocompromise, and difficulties in
432 treatment and control (50). These have been associated with a variety of RNA viruses including
433 avian paramyxovirus (37), avian influenza virus (51, 52), and avian bornavirus (53), and DNA
434 viruses such as psittacine beak and feather disease virus (PBFD) (54), avian polyomavirus
435 infection (APV) (55), psittacid herpesvirus (PsHV) (56), psittacine adenovirus (PsAdV) (57),
436 poxvirus infection (58), and papillomavirus infection (59, 60).
437
438 The role of astroviruses, polyomaviruses and picornaviruses in black and white bird disease
439 Viruses of the family Astroviridae comprise genomes of 6.8-7kb, infect multiple mammalian
440 species including humans, and also avian species. Astrovirus infection is most commonly
20 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
441 associated with gastroenteritis, and rarely neurological symptoms. A number of novel divergent
442 novel astroviruses in wild birds have recently been discovered through metagenomic surveillance
443 (61-63). Many avian astroviruses, including avian nephritis virus, duck and turkey astroviruses
444 and duck hepatitis virus 2, have considerable economic impact on the poultry industry and these
445 viruses are widely distributed in wild birds (62). Despite this, the diversity and ecology of these
446 viruses, including their potential interspecies transmission events, are largely unknown.
447 Previously, astrovirus-associated central nervous system impairment had been reported in mink,
448 human, bovine, ovine, and swine (64-68).
449
450 In mammals such as dogs and cats, astroviruses are commonly isolated with enteric bacterial
451 pathogens in sporadic gastroenteritis outbreaks (69), while in birds, astrovirus infection
452 manifests as a broader disease spectrum including enteritis, hepatitis and nephritis, but rarely
453 neurological symptoms. The astrovirus identified here (BWBDastV) was present in each bird
454 with non-suppurative encephalomyelitis, concurrent with myositis, coelomitis and myocarditis
455 from a single outbreak. However, formal classification of the virus will require additional
456 sequence information. In addition, further surveillance and in situ diagnostic modalities are
457 required to reveal the association between BWBDastV, clinical illness of the birds, and the
458 histological lesions observed.
459
460 A novel polyomavirus - magpolyV - was identified from the brain and heart of one of the non-
461 diseased Australian magpies (Cracticus tibicen) that died in the same BWBD outbreak. An avian
462 polyomavirus (APV) - budgerigar fledgling disease polyomavirus – has been documented in
463 young budgerigars and other psittacine species, causing feather abnormalities, abdominal
464 distension, head tremors and skin hemorrhages, reaching infection rates of up to 100% in aviaries
21 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
465 worldwide (70). The clinical presentation and degree of susceptibility to APV infection varies
466 from skin diseases to acute death. In the case of non-psittacine species, goose polyomavirus has
467 been characterized as the etiologic agent of fatal hemorrhagic nephritis and enteritis of European
468 geese (HNEG) (71). Other species of polyomaviruses have been identified in finches (72), crows
469 (73) butcherbirds (74), and a novel APV was recently associated with a fatal outbreak in canaries
470 (75). Moreover, a recent study revealed an APV isolated from pigeon feces in China showing
471 almost 99% identity with previously identified psittacine strains, suggesting a much broader host
472 range of APVs and undermined cross-species transmission (76).
473
474 Picornaviruses are commonly identified infecting a variety of avian species in metagenomic
475 studies. In the context of overt disease, notable avian picornaviruses include avian
476 encephalomyelitis viruses in chickens, pheasants, turkeys (77), duck hepatitis A in ducklings
477 (78), and a novel poecivirus that has been identified strongly associated with Avian keratin
478 disorder (AKD) in Alaskan birds (79, 80). We identified two novel picornaviruses in this study -
479 black and white bird picornavirus and a lorikeet hepatovirus - the pathogenic potential of which
480 merits further investigation. Interestingly, a novel lorikeet picornavirus (LoPv-1, GenBank
481 accession number MK443503) was identified in the feces of healthy rainbow lorikeets
482 (Trichoglossus haematodus) in China (34), although the polyprotein only shared 12.6%
483 similarity with the lorikeet hepatovirus identified here.
484
485 The high frequency of microbial co-infections suggests that rather than being the primary cause
486 of the disease outbreak, some novel avian viruses might augment another pathogen, causing
487 immunosuppression in immuno-compromised hosts (81). Although we were successful in
488 elucidating seven candidate viral pathogens that eluded detection through viral culture, it is clear
22 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
489 that additional experimental evidence such as in vivo inoculation experiments and in situ
490 methodologies to identify pathogens within lesions are critical for clarifying the relationship
491 between infection and the emergent disease syndromes we consider. Notably, the metagenomic
492 approach utilized here is not limited to viruses and can be useful in the detection of bacteria,
493 fungi, protozoan and metazoan parasites. For example, the same data set provided a meta-
494 transcriptomic signal of Leucocytozoon manifestation in BWBD affected birds (32), although
495 our histological data suggests that this was not a primary or secondary pathogen.
496
497 The utility of meta-transcriptomics in the context of a thorough and multi-disciplinary diagnostic
498 approach is to rapidly identify viruses and other microbial species, including those that are
499 highly divergent, with greater sensitivity and capability than conventional diagnostic tests. The
500 sequencing data and PCR assays developed here enhance diagnostic capabilities for avian
501 disease and enable epidemiological surveillance to better understand the ecology and impacts of
502 the viruses described. More broadly, our study highlights the value of proactive viral discovery
503 in wildlife, and targeted surveillance in response to an emerging infectious disease event that
504 might be associated with veterinary and public health.
505
506 Materials and methods
507 Animal ethics
508 Wild birds were examined under the auspices of NSW Office of Environment and Heritage
509 Licenses to Rehabilitate Injured, Sick or Orphaned Protected Wildlife (#MWL000100542).
510 Diagnostic specimens from recently deceased birds were collected under the approval of Taronga
511 Animal Ethics Committee’s Opportunistic Sample Collection Program, pursuant to NSW Office
512 of Environment and Heritage issued scientific licenses #SL10469 and SL100104.
23 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
513
514 Sample collection
515 Samples were collected between 2002 and 2013 from 18 birds, predominantly from within the
516 Sydney basin and the coastal center of NSW. Fresh portions of brain, liver, heart, and kidney
517 were collected aseptically and frozen at -80oC. Additionally, a range of tissues were fixed in 10%
518 neutral buffered formalin, processed in ethanol, embedded with paraffin, sectioned, stained with
519 hematoxylin and eosin, and mounted with a cover slip prior to examination by light microscopy.
520 Giemsa stains were applied to a subset of tissue samples to determine whether protozoa were
521 present within lesions.
522
523 Historical Case Review
524 The records of the Australian Registry of Wildlife Health dating back to 1981 were interrogated
525 to identify rainbow lorikeets with clinical signs relating to the nervous system, and those with
526 unexplained non-suppurative inflammation in the central nervous system. An additional search
527 was conducted to identify passerine birds with unexplained non-suppurative inflammation within
528 cardiac or skeletal muscle. Retrieved records were investigated to determine the signalment,
529 clinical signs and histological lesions of affected animals.
530
531 The severity of non-suppurative inflammation was graded on a scale of 0-4, where 0 indicated no
532 discernible lesions and 4 represented severe and extensive mononuclear cell inflammation.
533 Degeneration and necrosis were graded on a scale of 0-4 where 1 represented mild, multifocal
534 single cell degeneration or necrosis, and 4 characterized extensive coagulative necrosis or
535 malacia. Wallerian degeneration of the white matter tracts within the brain, spinal cord, central
536 and peripheral nerves was noted when present. In rainbow lorikeets the lesions were graded in
24 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
537 the cerebrum, brain stem, cerebellum, spinal cord, ganglia, and peripheral nerves. Whereas in the
538 passerines, degeneration or necrosis, and non-suppurative inflammation were graded in skeletal
539 and cardiac muscle, brain, liver, gastrointestinal tract, pancreas, blood vessel walls, and renal
540 interstitium.
541
542 Avian influenza and NDV were excluded using real-time PCR on oropharyngeal, conjunctival
543 and cloacal swabs from 22 magpies and 12 other wild birds (including currawongs, magpies and
544 ravens) (Flu DETECT, Zoetis). Serological testing of plasma from the same birds comprised
545 hemagglutination inhibition to identify NDV antibodies, and competitive ELISA tests targeting
546 Avian influenza virus and flavivirus antibodies. Sixty-eight tissue samples from a sub-group of
547 13 magpies, currawongs and ravens identified as having acute histological lesions suggestive of
548 viral infection were subjected to further avian influenza, NDV and WNV specific rt-PCR and
549 virus isolation. Virus isolation was attempted in both mammalian and insect cell lines (Peter
550 Kirland pers comm.). Additional viral culture was attempted on the same samples inoculated into
551 chick embryos while assessing hemagglutinating agents, and in Vero cells assessing cytopathic
552 effect consistent with WNV infection. Clearview antigen capture ELISA (Unipath, Mountain
553 View, Calif.) targeting Chlamydophila species was conducted on splenic tissue from eight birds
554 with BWBD (magpies, currawongs and a raven and magpie lark). Liver and lung tissues from
555 eight magpies and currawongs were subjected to routine aerobic and anaerobic bacterial and
556 fungal culture. Finally, liver tissue from eight magpies and currawongs, representing the 2006
557 and 2015 BWBD epizootics, were subjected to toxicological testing to exclude the presence of a
558 variety of acaricides, fungicides, organophosphates, carbamates, synthetic pyrethroids, and
559 organochlorines and their metabolites.
560
25 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
561 RNA extraction, library construction and sequencing
562 Viral RNA was extracted from the brain and liver, heart and kidney samples of animals using the
563 RNeasy Plus Mini Kit (Qiagen, Germany). RNA concentration and integrity were determined
564 using a NanoDrop spectrophotometer (Thermo) and TapeStation (Agilent). RNA samples were
565 then pooled in equal proportions based on animal tissue type and syndrome. Illumina RNA
566 libraries were prepared on the pooled samples following rRNA depletion using a RiboZero Gold
567 kit (Epidemiology) at the Australian Genome Research Facility (AGRF), Melbourne. The rRNA
568 depleted libraries were then sequenced on an Illumina HiSeq 2500 system (paired 100 nt reads)
569
570 Virome meta-transcriptomics
571 Unbiased sequencing of RNA aliquots extracted from diseased animals in each outbreak were
572 pooled based on host species, clinical syndrome and histological findings as shown in Table 1.
573 The RNA sequencing reads were trimmed of low quality bases and any adapter sequences before
574 de novo assembly using Trinity 2.1.1 (82). The assembled sequence contigs were annotated using
575 both nucleotide and protein BLAST searches against the NCBI non-redundant sequence
576 database. To identify low abundance organisms, the sequence reads were also annotated directly
577 using a BlastX search against the NCBI virus RefSeq viral protein database using Diamond (83)
578 with an e-value cutoff of <10−5. Open reading frames were then predicted from the viral contigs
579 in Geneious v11.1.2 (84) with gene annotation and functional predictions made against the
580 Conserved domain databases (CDD) (85). All sequences were aligned using the E-INS-i
581 algorithm in MAFFT version 7 (86). Virus abundance was assessed using a read mapping
582 approach, in which reads were mapped to the assembled viral contigs using the BBmap program
583 (87).
584
26 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
585 Rolling-circle amplification assays for circular DNA viruses
586 To recover the complete genomes of the polyomaviruses and circoviruses identified through our
587 RNA-Seq analysis, we enriched for circular DNA using rolling-circle amplification (RCA) (88).
588 Briefly, genomic DNA extracted from animal tissue and combined with a reaction buffer
589 containing random primers, 1X phi29 Buffer, DTT, Bovine Serum Albumin, dNTPs, and phi29
590 DNA polymerase (Thermo Scientific, Australia) and then incubated at 30°C for 16h. The RCA
591 products were then purified using the Monarch PCR & DNA Cleanup Kit (NEB), then quantified
592 using the Qubit dsDNA broad range assay. Nextera XT DNA libraries were then prepared and
593 sequenced on an Illumina MiSeq to a depth of ~2M reads (2 X 150nt).
594
595 RT-PCR assays and Sanger sequencing
596 Total liver and brain RNA from individual birds was reverse transcribed with SuperScript IV
597 VILO Mastermix (Invitrogen). The cDNA generated from the sampled tissues was used for viral
598 specific PCRs targeting regions identified by RNA-Seq. RT-PCR primers were designed to
599 bridge any genomic gaps based on detected transcripts of the paramyxoviruses, polyomaviruses,
600 adenoviruses, and astroviruses identified in the RNA-seq data (Tables S3 and S4). Accordingly,
601 all PCRs were performed using Platinum SuperFi DNA polymerase (Invitrogen) with a final
602 concentration of 0.2 µM for both forward and reverse primers. All PCR products were visualized
603 by agarose gel electrophoresis and Sanger sequencing. Long RT-PCR products were also
604 sequenced using Nextera XT and MiSeq, as per RCA assays above.
605
606 Phylogenetic analysis
607 Conserved domains within the viral proteins produced were used in phylogenetic analyses to
608 determine the evolutionary relationships of the viruses identified here. Specifically, in the case of
27 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
609 RNA viruses we used amino acid sequences of the RNA-dependent RNA polymerase (RdRp)
610 that is the most conserved protein among this group. After removing all ambiguously aligned
611 regions using TrimAl (89), phylogenetic trees were inferred using the maximum likelihood
612 method (ML) implemented in PhyML version 3.0 (90), employing a Subtree Pruning and
613 Regrafting topology searching algorithm and the LG model of amino acid substitution. Bootstrap
614 resampling with 1000 replications under the same substitution model was used to assess nodal
615 support. All phylogenetic trees were then visualized using FigTree v1.4.3
616 (http://tree.bio.ed.ac.uk/software/figtree).
617
618 Nucleotide Sequence Accession Numbers
619 The RNA sequencing data in this study has been deposited in the GenBank Sequence Reads
620 Archive under accession numbers PRJNAXXXX. All genome sequences of identified viruses
621 have been uploaded in GenBank under accession numbers XXXXX to XXXXXX.
622
623 Acknowledgements
624 This research was supported by the Taronga Conservation Society Australia, Taronga
625 Conservation Science Initiative, and New South Wales National Parks and Wildlife Service.
626 ECH is supported by an ARC Australian Laureate Fellowship (FL170100022). We thank Drs.
627 Bill Hartley, Rod Reece, Cheryl Sangster, Shannon Donahoe, Richard Montali, and Cathy
628 Shilton for their diagnostic contributions on individual cases. Virology personnel at the NSW
629 Department of Planning, Industry and Environment’s Elizabeth Macarthur Agricultural Institute,
630 and CSIRO’s Australian Animal Health Laboratories are acknowledged for their considerable
631 body of work pursuing viral culture in the BWBD investigation.
632
28 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
633 References
634 1. Kruse H, kirkemo AM, Handeland K. 2004. Wildlife as source of zoonotic infections.
635 Emerg Infect Dis 10:2067-72.
636 2. Reed KD, Meece JK, Henkel JS, Shukla SK. 2003. Birds, migration and emerging
637 zoonoses: West Nile virus, Lyme disease, influenza A and enteropathogens. Clin Med Res
638 1:5-12.
639 3. Daszak P, Cunningham AA, Hyatt AD. 2000. Emerging infectious diseases of wildlife--
640 threats to biodiversity and human health. Science 287:443-9.
641 4. Smith KF, Sax DF, Lafferty KD. 2006. Evidence for the role of infectious disease in
642 species extinction and endangerment. Conserv Biol 20:1349-57.
643 5. LaDeau SL, Kilpatrick AM, Marra PP. 2007. West Nile virus emergence and large-scale
644 declines of North American bird populations. Nature 447:710-3.
645 6. Lachish S, Bonsall MB, Lawson B, Cunningham AA, Sheldon BC. 2012. Individual and
646 population-level impacts of an emerging poxvirus disease in a wild population of great tits.
647 PLoS One 7:e48545.
648 7. Tompkins DM, Carver S, Jones ME, Krkosek M, Skerratt LF. 2015. Emerging infectious
649 diseases of wildlife: a critical perspective. Trends Parasitol 31:149-59.
650 8. Zhang J, Finlaison DS, Frost MJ, Gestier S, Gu X, Hall J, Jenkins C, Parrish K, Read AJ,
651 Srivastava M, Rose K, Kirkland PD. 2018. Identification of a novel nidovirus as a potential
652 cause of large scale mortalities in the endangered Bellinger River snapping turtle
653 (Myuchelys georgesi). PLoS One 13:e0205209.
654 9. Shi M, Lin XD, Chen X, Tian JH, Chen LJ, Li K, Wang W, Eden JS, Shen JJ, Liu L,
655 Holmes EC, Zhang YZ. 2018. The evolutionary history of vertebrate RNA viruses. Nature
656 556:197-202.
29 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
657 10. Shi M, Lin XD, Tian JH, Chen LJ, Chen X, Li CX, Qin XC, Li J, Cao JP, Eden JS,
658 Buchmann J, Wang W, Xu J, Holmes EC, Zhang YZ. 2016. Redefining the invertebrate
659 RNA virosphere. Nature 540:539-543.
660 11. Russo AG, Eden JS, Enosi Tuipulotu D, Shi M, Selechnik D, Shine R, Rollins LA, Holmes
661 EC, White PA. 2018. Viral discovery in the invasive Australian cane toad (Rhinella
662 marina) using metatranscriptomic and genomic approaches. J Virol 92:e00768-18.
663 12. Vibin J, Chamings A, Collier F, Klaassen M, Nelson TM, Alexandersen S. 2018.
664 Metagenomics detection and characterisation of viruses in faecal samples from Australian
665 wild birds. Sci Rep 8:8686.
666 13. Wille M, Eden JS, Shi M, Klaassen M, Hurt AC, Holmes EC. 2018. Virus-virus
667 interactions and host ecology are associated with RNA virome structure in wild birds. Mol
668 Ecol 27:5263-5278.
669 14. Geoghegan JL, Di Giallonardo F, Cousins K, Shi M, Williamson JE, Holmes EC. 2018.
670 Hidden diversity and evolution of viruses in market fish. Virus Evol 4:vey031.
671 15. Chong R, Shi M, Grueber CE, Holmes EC, Hogg CJ, Belov K, Barrs VR. 2019. Fecal viral
672 diversity of captive and wild Tasmanian devils characterized using virion-enriched
673 metagenomics and meta-transcriptomics. J Virol 93:e00205-19.
674 16. Ng TF, Mesquita JR, Nascimento MS, Kondov NO, Wong W, Reuter G, Knowles NJ,
675 Vega E, Esona MD, Deng X, Vinje J, Delwart E. 2014. Feline fecal virome reveals novel
676 and prevalent enteric viruses. Vet Microbiol 171:102-11.
677 17. Moreno PS, Wagner J, Mansfield CS, Stevens M, Gilkerson JR, Kirkwood CD. 2017.
678 Characterisation of the canine faecal virome in healthy dogs and dogs with acute diarrhoea
679 using shotgun metagenomics. PLoS One 12:e0178433.
30 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
680 18. Mitra N, Cernicchiaro N, Torres S, Li F, Hause BM. 2016. Metagenomic characterization
681 of the virome associated with bovine respiratory disease in feedlot cattle identified novel
682 viruses and suggests an etiologic role for influenza D virus. J Gen Virol 97:1771-84.
683 19. Holman DB, Klima CL, Ralston BJ, Niu YD, Stanford K, Alexander TW, McAllister TA.
684 2017. Metagenomic sequencing of bronchoalveolar lavage samples from feedlot cattle
685 mortalities associated with Bovine Respiratory Disease. Genome Announc 5: e01045-17.
686 20. Zhang M, Hill JE, Fernando C, Alexander TW, Timsit E, van der Meer F, Huang Y. 2019.
687 Respiratory viruses identified in western Canadian beef cattle by metagenomic sequencing
688 and their association with bovine respiratory disease. Transbound Emerg Dis 66:1379-
689 1386.
690 21. Hyndman TH, Shilton CM, Stenglein MD, Wellehan JFX, Jr. 2018. Divergent
691 bornaviruses from Australian carpet pythons with neurological disease date the origin of
692 extant Bornaviridae prior to the end-Cretaceous extinction. PLoS Pathog 14:e1006881.
693 22. Eden JS, Rose K, Ng J, Shi M, Wang Q, Sintchenko V, Holmes EC. 2017. Francisella
694 tularensis ssp. holarctica in ringtail possums, Australia. Emerg Infect Dis 23:1198-1201.
695 23. DA P. 1993. Diseases of free-ranging birds in Australia. W.B. Saunders Company,
696 Philadelphia.
697 24. Mackie J. 2012. Pathology of Australian native wildlife, Philip Ladds. 90:509. CSIRO
698 Publishing.
699 25. McOrist S, Perry RA. 1986. Encephalomyelitis in free-living rainbow lorikeets
700 (Trichoglossus haematodus). Avian Pathology 15:783-789.
701 26. Reece RL. 1994. The pathology registry and some interesting cases. In: Wildlife.
702 Proceedings of the Post Graduate Foundation in Veterinary Science, Sydney. p 217-233.
31 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
703 27. Rose K. Common diseases of urban wildlife. 1990). In Wildlife of Australia, Proceedings
704 327 of the Post Graduate Foundation in Veterinary Science, Sydney, Australia. p 365-427.
705 28. Rosenwax A , Phalen DN. 2010. Update on lorikeet paralysis. In Proceedings of the
706 Association of Avian Veterinarians Australasian Committee Annual Conference, Hobart,
707 Australia. p85-89.
708 29. Wildlife Health Australia Factsheet. 2017. Neurological syndrome in "black and white"
709 birds in Australia May 2017. Available at:
710 https://www.wildlifehealthaustralia.com.au/Portals/0/Documents/FactSheets/Avian/Neurol
711 ogical%20Syndrome%20in%20Black%20and%20White%20Birds.pdf.
712 30. Anonymous. 2014. Pied Currawong (Strepera versicolour) with black and white bird
713 disease. Available at http://arwh.org/node/188 [Accessed 16 Nov 2015]. abstr Australian
714 Registry of Wildlife Health,
715 31. Jarratt C, Rose K. 2016. Mass mortality event in Australian magpies (Cracticus tibicen)
716 and Australian ravens (Corvus coronoides) in NSW, 2015. In 'Association of Avian
717 Veterinarians Australasian Committee (AAVAC).
718 32. Charon J, Grigg MJ, Eden JS, Piera KA, Rana H, William T, Rose K, Davenport MP,
719 Anstey NM, Holmes EC. 2019. Novel RNA viruses associated with Plasmodium vivax in
720 human malaria and Leucocytozoon parasites in avian disease. PLoS Pathog 15:e1008216.
721 33. Amery-Gale J, Marenda MS, Owens J, Eden PA, Browning GF, Devlin JM. 2017. A high
722 prevalence of beak and feather disease virus in non-psittacine Australian birds. J Med
723 Microbiol 66:1005-1013.
724 34. Wang H, Yang S, Shan T, Wang X, Deng X, Delwart E, Zhang W. 2019. A novel
725 picornavirus in feces of a rainbow lorikeet (Trichoglossus moluccanus) shows a close
726 relationship to members of the genus Avihepatovirus. Arch Virol 164:1911-1914.
32 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
727 35. Booth RJ, Hartley WJ, McKee JJ. 2001. Polioencephalomyelitis in rainbow lorikeets
728 (Trichoglossus haematodus). Volume 157. In Veterinary Conservation Biology, Wildlife
729 Health and Management in Australia. Proceedings of International Joint Conference.
730 Sydney, Australia.
731 36. McLelland JM, Gartrell BD, Morgan KJ, Roe WD, Johnson CB. 2011. The role of lead in
732 a syndrome of clenched claw paralysis and leg paresis in Swamp Harriers (Circus
733 approximans). J Wildl Dis 47:907-16.
734 37. Gogoi P, Ganar K, Kumar S. 2017. Avian paramyxovirus: a brief review. Transbound
735 Emerg Dis 64:53-67.
736 38. Gough RE, Manvell RJ, Drury SE, Naylor PF, Spackman D, Cooke SW. 1993. Deaths in
737 budgerigars associated with a paramyxovirus-like agent. Vet Rec 133:123.
738 39. Amery-Gale J, Hartley CA, Vaz PK, Marenda MS, Owens J, Eden PA, Devlin JM. 2018.
739 Avian viral surveillance in Victoria, Australia, and detection of two novel avian
740 herpesviruses. PLoS One 13:e0194457.
741 40. Samuel AS, Paldurai A, Kumar S, Collins PL, Samal SK. 2010. Complete genome
742 sequence of avian paramyxovirus (APMV) serotype 5 completes the analysis of nine
743 APMV serotypes and reveals the longest APMV genome. PLoS One 5:e9269.
744 41. Mustaffa-Babjee A, Spradbrow PB, Samuel JL. 1974. A pathogenic paramyxovirus from a
745 budgerigar (Melopsittacus undulatus). Avian Dis 18:226-30.
746 42. Penzes JJ, de Souza WM, Agbandje-McKenna M, Gifford RJ. 2019. An ancient lineage of
747 highly divergent parvoviruses infects both vertebrate and invertebrate hosts. Viruses
748 11:E525.
749 43. Baker KS, Leggett RM, Bexfield NH, Alston M, Daly G, Todd S, Tachedjian M, Holmes
750 CE, Crameri S, Wang LF, Heeney JL, Suu-Ire R, Kellam P, Cunningham AA, Wood JL,
33 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
751 Caccamo M, Murcia PR. 2013. Metagenomic study of the viruses of African straw-
752 coloured fruit bats: detection of a chiropteran poxvirus and isolation of a novel adenovirus.
753 Virology 441:95-106.
754 44. Reuter G, Boros A, Delwart E, Pankovics P. 2014. Novel circular single-stranded DNA
755 virus from turkey faeces. Arch Virol 159:2161-4.
756 45. Wang Y, Yang S, Liu D, Zhou C, Li W, Lin Y, Wang X, Shen Q, Wang H, Li C, Zong M,
757 Ding Y, Song Q, Deng X, Qi D, Zhang W, Delwart E. 2019. The fecal virome of red-
758 crowned cranes. Arch Virol 164:3-16.
759 46. Yang S, Liu Z, Wang Y, Li W, Fu X, Lin Y, Shen Q, Wang X, Wang H, Zhang W. 2016.
760 A novel rodent Chapparvovirus in feces of wild rats. Virol J 13:133.
761 47. Palinski RM, Mitra N, Hause BM. 2016. Discovery of a novel Parvovirinae virus, porcine
762 parvovirus 7, by metagenomic sequencing of porcine rectal swabs. Virus Genes 52:564-7.
763 48. Roediger B, Lee Q, Tikoo S, Cobbin JCA, Henderson JM, Jormakka M, O'Rourke MB,
764 Padula MP, Pinello N, Henry M, Wynne M, Santagostino SF, Brayton CF, Rasmussen L,
765 Lisowski L, Tay SS, Harris DC, Bertram JF, Dowling JP, Bertolino P, Lai JH, Wu W,
766 Bachovchin WW, Wong JJ, Gorrell MD, Shaban B, Holmes EC, Jolly CJ, Monette S,
767 Weninger W. 2018. An atypical parvovirus drives chronic tubulointerstitial nephropathy
768 and kidney fibrosis. Cell 175:530-543.
769 49. Hulbert CL, Chamings A, Hewson KA, Steer PA, Gosbell M, Noormohammadi AH. 2015.
770 Survey of captive parrot populations around Port Phillip Bay, Victoria, Australia, for
771 psittacine beak and feather disease virus, avian polyomavirus and psittacine adenovirus.
772 Aust Vet J 93:287-92.
773 50. Katoh H, Ogawa H, Ohya K, Fukushi H. 2010. A review of DNA viral infections in
774 psittacine birds. J Vet Med Sci 72:1099-106.
34 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
775 51. Jiao P, Song Y, Yuan R, Wei L, Cao L, Luo K, Liao M. 2012. Complete genomic sequence
776 of an H5N1 influenza virus from a parrot in southern China. J Virol 86:8894-5.
777 52. Hawkins MG, Crossley BM, Osofsky A, Webby RJ, Lee CW, Suarez DL, Hietala SK.
778 2006. Avian influenza A virus subtype H5N2 in a red-lored Amazon parrot. J Am Vet Med
779 Assoc 228:236-41.
780 53. Staeheli P, Rinder M, Kaspers B. 2010. Avian bornavirus associated with fatal disease in
781 psittacine birds. J Virol 84:6269-75.
782 54. Ramis A, Latimer KS, Niagro FD, Campagnoli RP, Ritchie BW, Pesti D. 1994. Diagnosis
783 of psittacine beak and feather disease (PBFD) viral infection, avian polyomavirus
784 infection, adenovirus infection and herpesvirus infection in psittacine tissues using DNA in
785 situ hybridization. Avian Pathol 23:643-57.
786 55. Bernier G, Morin M, Marsolais G. 1981. A generalized inclusion body disease in the
787 budgerigar (Melopsittacus undulatus) caused by a papovavirus-like agent. Avian Dis
788 25:1083-92.
789 56. Simpson CF, Hanley JE, Gaskin JM. 1975. Psittacine herpesvirus infection resembling
790 pacheco's parrot disease. J Infect Dis 131:390-6.
791 57. Raue R, Gerlach H, Muller H. 2005. Phylogenetic analysis of the hexon loop 1 region of an
792 adenovirus from psittacine birds supports the existence of a new psittacine adenovirus
793 (PsAdV). Arch Virol 150:1933-43.
794 58. McDonald SE, Lowenstine LJ, Ardans AA. 1981. Avian pox in blue-fronted Amazon
795 parrots. J Am Vet Med Assoc 179:1218-22.
796 59. Latimer KS, Niagro FD, Rakich PM, Campagnoli RP, Ritchie BW, McGee ED. 1997.
797 Investigation of parrot papillomavirus in cloacal and oral papillomas of psittacine birds.
798 Vet Clin Pathol 26:158-163.
35 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
799 60. Cooper JE, Lawton MP, Greenwood AG. 1986. Papillomas in psittacine birds. Vet Rec
800 119:535.
801 61. Fernandez-Correa I, Truchado DA, Gomez-Lucia E, Domenech A, Perez-Tris J, Schmidt-
802 Chanasit J, Cadar D, Benitez L. 2019. A novel group of avian astroviruses from
803 Neotropical passerine birds broaden the diversity and host range of Astroviridae. Sci Rep
804 9:9513.
805 62. Chu DK, Leung CY, Perera HK, Ng EM, Gilbert M, Joyner PH, Grioni A, Ades G, Guan
806 Y, Peiris JS, Poon LL. 2012. A novel group of avian astroviruses in wild aquatic birds. J
807 Virol 86:13772-8.
808 63. Honkavuori KS, Briese T, Krauss S, Sanchez MD, Jain K, Hutchison SK, Webster RG,
809 Lipkin WI. 2014. Novel coronavirus and astrovirus in Delaware Bay shorebirds. PLoS One
810 9:e93395.
811 64. Vu DL, Bosch A, Pinto RM, Guix S. 2017. Epidemiology of classic and novel human
812 astrovirus: gastroenteritis and beyond. Viruses 9: E33.
813 65. Pfaff F, Schlottau K, Scholes S, Courtenay A, Hoffmann B, Hoper D, Beer M. 2017. A
814 novel astrovirus associated with encephalitis and ganglionitis in domestic sheep.
815 Transbound Emerg Dis 64:677-682.
816 66. Boros A, Albert M, Pankovics P, Biro H, Pesavento PA, Phan TG, Delwart E, Reuter G.
817 2017. Outbreaks of neuroinvasive astrovirus associated with encephalomyelitis, weakness,
818 and paralysis among weaned pigs, Hungary. Emerg Infect Dis 23:1982-1993.
819 67. Li L, Diab S, McGraw S, Barr B, Traslavina R, Higgins R, Talbot T, Blanchard P, Rimoldi
820 G, Fahsbender E, Page B, Phan TG, Wang C, Deng X, Pesavento P, Delwart E. 2013.
821 Divergent astrovirus associated with neurologic disease in cattle. Emerg Infect Dis
822 19:1385-92.
36 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
823 68. Blomstrom AL, Widen F, Hammer AS, Belak S, Berg M. 2010. Detection of a novel
824 astrovirus in brain tissue of mink suffering from shaking mink syndrome by use of viral
825 metagenomics. J Clin Microbiol 48:4392-6.
826 69. Toffan A, Jonassen CM, De Battisti C, Schiavon E, Kofstad T, Capua I, Cattoli G. 2009.
827 Genetic characterization of a new astrovirus detected in dogs suffering from diarrhoea. Vet
828 Microbiol 139:147-52.
829 70. Rott O, Kroger M, Muller H, Hobom G. 1988. The genome of budgerigar fledgling disease
830 virus, an avian polyomavirus. Virology 165:74-86.
831 71. Guerin JL, Gelfi J, Dubois L, Vuillaume A, Boucraut-Baralon C, Pingret JL. 2000. A novel
832 polyomavirus (goose hemorrhagic polyomavirus) is the agent of hemorrhagic nephritis
833 enteritis of geese. J Virol 74:4523-9.
834 72. Circella E, Caroli A, Marino M, Legretto M, Pugliese N, Bozzo G, Cocciolo G, Dibari D,
835 Camarda A. 2017. Polyomavirus infection in Gouldian finches (Erythrura gouldiae) and
836 other pet birds of the family Estrildidae. J Comp Pathol 156:436-439.
837 73. Johne R, Wittig W, Fernandez-de-Luco D, Hofle U, Muller H. 2006. Characterization of
838 two novel polyomaviruses of birds by using multiply primed rolling-circle amplification of
839 their genomes. J Virol 80:3523-31.
840 74. Bennett MD, Gillett A. 2014. Butcherbird polyomavirus isolated from a grey butcherbird
841 (Cracticus torquatus) in Queensland, Australia. Vet Microbiol 168:302-11.
842 75. Halami MY, Dorrestein GM, Couteel P, Heckel G, Muller H, Johne R. 2010. Whole-
843 genome characterization of a novel polyomavirus detected in fatally diseased canary birds.
844 J Gen Virol 91:3016-22.
37 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
845 76. Li Q, Niu K, Sun H, Xia Y, Sun S, Li J, Wang F, Feng Y, Peng X, Zhu L, Fan X, Qin Y,
846 Ding J, Jiang H, Xu G. 2019. Complete genome sequence of an avian polyomavirus strain
847 first isolated from a pigeon in China. Microbiol Resour Announc 8: e01490-18.
848 77. Goto Y, Yaegashi G, Kumagai Y, Ogasawara F, Goto M, Mase M. 2019. Detection of
849 avian encephalomyelitis virus in chickens in Japan using RT-PCR. J Vet Med Sci 81:103-
850 106.
851 78. Yugo DM, Hauck R, Shivaprasad HL, Meng XJ. 2016. Hepatitis virus infections in
852 poultry. Avian Dis 60:576-88.
853 79. Zylberberg M, Van Hemert C, Dumbacher JP, Handel CM, Tihan T, DeRisi JL. 2016.
854 Novel picornavirus associated with avian keratin disorder in Alaskan birds. MBio 7:
855 e00874-16.
856 80. Zylberberg M, Van Hemert C, Handel CM, DeRisi JL. 2018. Avian keratin disorder of
857 Alaska black-capped chickadees is associated with Poecivirus infection. Virol J 15:100.
858 81. Chan JF, To KK, Chen H, Yuen KY. 2015. Cross-species transmission and emergence of
859 novel viruses from birds. Curr Opin Virol 10:63-9.
860 82. Zhao QY, Wang Y, Kong YM, Luo D, Li X, Hao P. 2011. Optimizing de novo
861 transcriptome assembly from short-read RNA-Seq data: a comparative study. BMC
862 Bioinformatics 12 Suppl 14:S2.
863 83. Buchfink B, Xie C, Huson DH. 2015. Fast and sensitive protein alignment using
864 DIAMOND. Nat Methods 12:59-60.
865 84. Kearse M, Moir R, Wilson A, Stones-Havas S, Cheung M, Sturrock S, Buxton S, Cooper
866 A, Markowitz S, Duran C, Thierer T, Ashton B, Meintjes P, Drummond A. 2012. Geneious
867 Basic: an integrated and extendable desktop software platform for the organization and
868 analysis of sequence data. Bioinformatics 28:1647-9.
38 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
869 85. Marchler-Bauer A, Derbyshire MK, Gonzales NR, Lu S, Chitsaz F, Geer LY, Geer RC, He
870 J, Gwadz M, Hurwitz DI, Lanczycki CJ, Lu F, Marchler GH, Song JS, Thanki N, Wang Z,
871 Yamashita RA, Zhang D, Zheng C, Bryant SH. 2015. CDD: NCBI's conserved domain
872 database. Nucleic Acids Res 43:D222-6.
873 86. Katoh K, Standley DM. 2013. MAFFT multiple sequence alignment software version 7:
874 improvements in performance and usability. Mol Biol Evol 30:772-80.
875 87. Bushnell B. 2016. BBMap short-read aligner, and other bioinformatics tools
876 https://sourceforge.net/projects/bbmap/ accessed Jan 2019.
877 88. Rockett R, Barraclough KA, Isbel NM, Dudley KJ, Nissen MD, Sloots TP, Bialasiewicz S.
878 2015. Specific rolling circle amplification of low-copy human polyomaviruses BKV,
879 HPyV6, HPyV7, TSPyV, and STLPyV. J Virol Methods 215-216:17-21.
880 80. Capella-Gutierrez S, Silla-Martinez JM, Gabaldon T. 2009. trimAl: a tool for automated
881 alignment trimming in large-scale phylogenetic analyses. Bioinformatics 25:1972-3.
882 90. Guindon S, Dufayard JF, Lefort V, Anisimova M, Hordijk W, Gascuel O. 2010. New
883 algorithms and methods to estimate maximum-likelihood phylogenies: assessing the
884 performance of PhyML 3.0. Syst Biol 59:307-21.
885
39 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
886 Table 1. Details of the 9 RNA-seq libraries, the avian species, and associated disease syndrome
887 studied here.
Library Host Organ Reads (pair Suspected Disease
reads)
RBL-L-2 Rainbow lorikeet Liver 26,555,569 Sporadic mortality events
RBL-L-3 Rainbow lorikeet Liver 25,509,669 CCS,sporadic mortality events
RBL-B-9 Rainbow lorikeet Brain 23,994,093 CCS, sporadic mortality events
RBL-B-46 Rainbow lorikeet Brain 24,868,929 CCS
Nowra-B-14 Australian magpie, Magpie Brain 25,598,183 Nowra BWBD outbreak
lark, Pied Currawong
Nowra-L-15 Australian magpie, Magpie Liver 20,413,140 Nowra BWBD outbreak
lark, Pied Currawong
BWBD-L-6 Australian magpie, Pied Liver 7,725,034 Archived BWBD
currawong, Australian raven
BWBD-B-8 Australian magpie, Pied Brain 25,779,043 Archived BWBD
currawong, Australian raven
BWBD-O- Australian magpie, Pied Heart, 23,374,876 Archived BWBD
13 currawong, Australian raven Kidney
888 *CCS - Clenched Claw syndrome. BWBD - Black and white bird disease.
40 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
889 Figure Legends
890
891 Figure 1. (a) Photomicrograph of rainbow lorikeet hepatocellular intranuclear inclusion bodies
892 (closed arrowheads) and karyomegaly with a stellate chromatin pattern (open arrowhead). (b)
893 Paretic rainbow lorikeet with clenched claws. (c-e) Photomicrographs of lesions characteristic of
894 clench claw syndrome in rainbow lorikeets. Encephalitis within the central cerebellar white
895 matter (c) with perivascular lymphoplasmacytic infiltrates (black arrow), vascular intramural
896 mononuclear cell infiltrates (black arrowhead), gliosis, dilation of axonal chambers (*) and
897 degenerating nerve cell bodies (open arrowheads). Spinal ganglion (d) with multifocal
898 mononuclear cell infiltrates (*), swollen axons and dilated axonal chambers within a white
899 matter tract (white bar). A peripheral nerve (e) with perivascular mononuclear cell infiltration
900 (black arrow), and Wallerian degeneration illustrated by dilated axonal chambers (black
901 arrowhead) and a macrophage within an axonal chamber signifying a digestion chamber (open
902 arrowhead).
903
904 Figure 2. (a) A paretic, but alert, Australian magpie with black and white bird disease. (b-e)
905 Photomicrographs of lesions characteristic of black and white bird disease. Severe perivascular
906 pulmonary hemorrhage (*). Myocardium (c) with a mononuclear cell infiltrate (*) and myocyte
907 degeneration (black arrowhead) signified by hypereosinophilic myofibrils and a pyknotic and
908 peripheralized nucleus. Proventricular mononuclear cell infiltrates (d) within the lamina propria
909 (white *) and surrounding serosal blood vessels (black *). Acute hepatic necrosis (e*).
910
911 Figure 3. Phylogeny and characterization of a novel avian avulavirus identified from a rainbow
912 lorikeet with clenched claw disease. (a) A maximum likelihood phylogeny of the M gene (366
41 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
913 amino acids) of avian avulavirus plus representative members of the Paramyxoviridae, including
914 viruses from the genera Avulavirus, Rubulavirus, Ferlavirus, Henipavirus, Morbillivirus,
915 Aquaparamyxovirus and Respirovirus. The tree was midpoint rooted for clarity only. The scale
916 bar indicates the number of amino acid substitutions per site. Bootstrap values >70% are shown
917 for key nodes. (b) Characterization of the virulence determination site in the F gene by
918 comparison to representative NDV strains. The typical RRKKR cleavage site motif is
919 highlighted (red rectangle).
920
921 Figure 4. Characterization and phylogeny of the lorikeet chapparvovirus identified here. (b)
922 Schematic representation and read abundance of the genome of lorikeet chapparvovirus.
923 Maximum likelihood phylogenies of the (B) NS gene and (C) VP gene. The tree was midpoint
924 rooted for clarity only. The scale bar indicates the number of amino acid substitutions per site.
925 Bootstrap values >70% are shown for key nodes.
926
927 Figure 5. Genomic organization and phylogeny of the beak and feather disease virus (BFDV)
928 identified in this study. (a) BFDV circular genome, annotated with two genes - the capsid protein
929 (Cap) and the replicase-associated protein (replicase). (b) Sanger sequencing of each case
930 detected positive with BFDV. The ML phylogeny of the cap gene (596 nt) was inferred and the
931 BFDVs identified from the same case fell into the corresponding clade. Phylogenetic trees were
932 estimated based on (c) the Cap gene and (d) the Replicase protein. The tree was midpoint rooted
933 for clarity only. The scale bar indicates the number of amino acid substitutions per site.
934 Bootstrap values >70% are shown for key nodes.
935
42 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
936 Figure 6. Phylogeny of the novel lorikeet adenovirus identified in this study. ML phylogenies of
937 the (a) Hexon and (b) polymerase protein were inferred with representative members of the
938 Adenoviridae. The tree was midpoint rooted for clarity only. The scale bar indicates the number
939 of amino acid substitutions per site. Bootstrap values >70% are shown for key nodes.
940
941 Figure 7. Black and white bird disease picornavirus and lorikeet hepatovirus identified in this
942 study. (a) Schematic representation and read abundance of the black and white picornavirus
943 (upper left) and lorikeet hepatovirus (upper right). (b) ML phylogenetic tree of the polyprotein
944 (containing the RdRp gene) of both viruses. Bootstrap resampling (1,000 replications) was used
945 to assess node support where >70%. GenBank accession numbers are given in the taxa labels.
946 Trees were midpoint rooted for clarify. The scale bars shows the number of amino acid distance
947 in substitution per site.
948
949 Figure 8. Phylogenetic analysis of magpie astrovirus. ML phylogeny of the partial RdRp gene
950 (267 amino acids) of astroviruses was inferred along with representative members of the
951 Avastrovirus and Mamastrovirus genera. GenBank accession numbers are given in the taxa
952 labels. Trees were midpoint rooted for clarity only, and branch support was estimated using
953 1,000 bootstrap replicates, with those >70% shown at the major nodes.
954
955 Figure 9. Genome characterization and phylogenetic analysis of the black and white bird
956 polyomavirus identified in this study. (a) Schematic depiction and read abundance of the
957 butcherbird polyomavirus/magpie. ML phylogenetic trees of the (b) large antigen (blue) and (c)
958 VP1 (yellow) protein of the butcherbird polyomavirus/magpie. Bootstrap support (1,000
43 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
959 replicates) was used to assess node support where >70%. GenBank accession numbers are given
960 in the taxa labels. The scale bars show the numbers of substitutions per site.
961
962 Figure 10. Summary of cases with meta-transcriptomic pathogen identification and confirmation
963 through PCR assays. (a) Clenched claw syndrome. (b) Black and white bird disease. Blue: PCR
964 positive, yellow: negative, dark yellow: weak positive, NS: non-suppurative, CCS: Clenched
965 claw syndrome, BWBD: Black and white bird disease.
966
967 Supplementary Information
968 Table S1. Presentation and pathology of rainbow lorikeets with clench-claw syndrome.
969 Table S2. Presentation and pathology of passerines with myocardial degeneration and
970 myocarditis.
971 Table S3. PCR primers used to amplify viral sequences from bird tissues.
972 Table S4. Primers used to recover full length genome of the viruses identified.
44 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
973 Figure 1
974
45 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
975 Figure 2
976
46 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
977 Figure 3
978
979
47 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
980 Figure 4
981
982
983
48 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
984 Figure 5
985
A B Lorikeet 8856.2 Brain
100 Lorikeet 4771.2 Liver 78
Lorikeet 5789.1 Brain Beak and feather Lorikeet 5604.1 Liver disease virus 100
2,014 bp Lorikeet 5604.1 Brain 100
Lorikeet 2989.1 Liver 96
Lorikeet 2989.1 Brain 0.02
C Capsid D Replicase
YP_009506322 Cyclovirus TN25 YP 009506321 Cyclovirus TN25 83 Cyclovirus 98 YP 004152334 Chicken Cyclovirus 98 84 YP 004152329 Goat Cyclovirus 76 71 YP 009506308 Chimp Cyclovirus YP 009506305 Chicken Cyclovirus YP 004152330 Goat Cyclovirus 90 YP 009506307 Chimp Cyclovirus YP 004152332 Bat Cyclovirus 84 YP 009506323 Cyclovirus PK5034 YP 009506324 Cyclovirus PK5034 YP 004152331 Bat Cyclovirus YP 803548 Gull circovirus YP 803546 Gull circovirus 70 97 NP 059530 Columbid circovirus Circovirus YP 610962 Starling circovirus NP 059527 Columbid circovirus YP 610960 Starling circovirus 100 NP 573443 Canary circovirus NP 573442 Canary circovirus 92 98 YP 764456 Raven circovirus 93 98 YP 764455 Raven circovirus YP 803551 Finch circovirus 77 YP 803549 Finch circovirus YP 009134741 Zebra finch circovirus YP 009134739 Zebra finch circovirus 100 NP 047277 Beak and feather disease virus 100 NP 047275 Beak and feather disease virus Beak and feather disease virus/lorikeet Beak and feather disease virus/lorikeet 100 NP 150370 Goose circovirus 90 100 NP 150368 Goose circovirus YP 009091699 Swan circovirus 100 YP 009091698 Swan circovirus ACV69956 Duck circovirus ACV69955 Duck circovirus 100 YP 007697653 Canine circovirus 88 AKO84209 Fox circovirus AKO84210 Fox circovirus YP 009315911 Porcine circovirus 3 YP 007697652 Canine circovirus 96 NP 065678 Porcine circovirus 1 100 NP 065679 Porcine circovirus 1 NP 937957 Porcine circovirus 2 NP 937956 Porcine circovirus 2 YP 009389456 Giant panda circovirus 1 YP 009389457 Giant panda circovirus YP 009051962 Human circovirus YP 009051960 Human circovirus 986 0.3 0.5
49 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
987 Figure 6
988
A Hexon B Pol
100 AAX51180.1 Avirulent turkey hemorrhagic enteritis virus 100 YP 009310429.1 Pigeon adenovirus AP 000486.1 Turkey siadenovirus 94 YP 009047094.1 Pigeon adenovirus 88 AAC64532.1 Turkey adenovirus 3 93 YP 009508600.1 Psittacine aviadenovirus 71 ALB78146.1 Penguin siadenovirus A 100 82 YP 003933581.1 Turkey adenovirus YP 004414808.1 Raptor adenovirus Fowl aviadenovirus 100 ADP30822.1 Skua adenovirus 100 YP 009047155.1 Duck adenovirus 86 YP 006383556.1 Goose adenovirus 100 Lorikeet adenovirus 77 AAC64523.1 Turkey adenovirus AAF86932.1 Frog adenovirus 100 AP 000478.1 Turkey siadenovirus A CAD42235.1 Sturgeon ichtadenovirus 95 AAX51172.1 Avirulent turkey hemorrhagic enteritis virus YP 009310437.1 Pigeon adenovirus YP 009252208.1 Penguin siadenovirus A 100 YP 009508608.1 Psittacine aviadenovirus 98 YP 004414800.1 Raptor adenovirus 100 ADP30814.1 Skua adenovirus 1 82 100 Fowl aviadenovirus 75 82 Lorikeet adenovirus YP 009047163.1 Duck adenovirus 2 ACW84422.1 Great tit adenovirus 100 98 YP 006383564.1 Goose adenovirus 4 AAF86924.1 Frog adenovirus YP 009051662.1 Lizard adenovirus AAL89791.1 Sturgeon chtadenovirus A 100 YP 001552255.1 Snake adenovirus YP 009112716.1 Psittacine adenovirus 3 100 YP 009414582.1 Odocoileus adenovirus 100 100 Duck atadenovirus 100 YP 009051654.1 Lizard adenovirus 100 NP 659523.1 Ovine adenovirus 100 88 YP 001552247.1 Snake adenovirus 95 Bovine adenovirus NP 659515.1 Ovine adenovirus 98 100 100 Duck atadenovirus 99 YP 009414575.1 Odocoileus adenovirus 76 100 100 YP 009112724.1 Psittacine adenovirus Bovine adenovirus AP 000351.1 Murine mastadenovirus AP 000342.1 Murine mastadenovirus 100 100 NP 046314.1 Bovine adenovirus YP 009505695.1 Bottlenose dolphin adenovirus 99 YP 009373238.1 Deer mastadenovirus 100 NP 046323.1 Bovine adenovirus 92 81 83 YP 009505686.1 Bottlenose dolphin adenovirus YP 009373247.1 Deer mastadenovirus NP 108658.1 Porcine adenovirus 100 100 Bat adenovirus Bat adenovirus YP 009389499.1 Squirrel adenovirus YP 009389490.1 Squirrel adenovirus 100 Primate adenovirus Primate adenovirus 100
989 0.3 0.3
50 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
990 Figure 7
991
992
993
51 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
994 Figure 8
995
996
52 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
997 Figure 9
998
53 bioRxiv preprint doi: https://doi.org/10.1101/2020.03.07.982207; this version posted March 8, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license.
999 Figure 10
1000
A
B
+ Positive + weak postive 1001 Negative
54