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. 2025 Jul 30;17(8):1063. doi: 10.3390/v17081063

Evolutionary Diversity of Bat Rabies Virus in São Paulo State, Brazil

Luzia H Queiroz 1,*,, Angélica C A Campos 2,3,*,, Marissol C Lopes 4, Elenice M S Cunha 5, Avelino Albas 6, Cristiano de Carvalho 1, Wagner A Pedro 1, Eduardo C Silva 4, Monique S Lot 7, Sandra V Inácio 4, Danielle B Araújo 3,8, Marielton P Cunha 9, Edison L Durigon 8, Luiz Gustavo B Góes 2, Silvana R Favoretto 3,8,10
Editor: Charles E Rupprecht
PMCID: PMC12390695  PMID: 40872777

Abstract

The history of the rabies virus dates back four millennia, with the virus being considered by many to be the first known transmitted between animals and humans. In Brazil, rabies virus variants associated with terrestrial wild animals, marmosets, and different bat species have been identified. In this study, bat samples from different regions of São Paulo State, in Southeast Brazil, were analyzed to identify their genetic variability and patterns. A total of 51 samples were collected over ten years (1999–2009) and submitted to the immunofluorescent technique using monoclonal antibodies for antigenic profile detection (the diagnostic routine used in Latin American countries) and genetic evolution analysis through maximum likelihood approaches. Three antigenic profiles were detected: one related to the rabies virus maintained by hematophagous bat populations (AgV3), part of the monoclonal antibody panel used, and two other profiles not included in the panel (called NC1 and NC2). These antigenic profiles were genetically distributed in five groups. Group I was related to hematophagous bats (AgV3), Groups II and III were related to insectivorous bats (NC1) and Groups IV and V were also related to insectivorous bats (NC2). The results presented herein show that genetic lineages previously restricted to the northwest region of São Paulo State are now found in other state regions, highlighting the need for a comprehensive genetic study of bat rabies covering geographic and temporal space, through expanded genomic analysis using a standard genomic fragment.

Keywords: rabies virus, non-hematophagous bats, viral diversity, antigenic and genetic characterization

1. Introduction

Rabies is one of the most important viral infectious diseases and, with a history dating back four millennia, is considered by many to be the first known disease transmitted between animals and humans [1]. Rabies was initially described in humans and carnivores, but studies of bats and rabies in Brazil and Trinidad in the 1920s and 1930s showed the existence of a rabies virus aerial cycle. The existence of the aerial cycle explained epidemics that occur without the presence of carnivorous animals and how the virus continues to circulate in places where rabies in domestic animals has been controlled, showing the interrelationship of this aerial cycle with the terrestrial cycle [1,2,3].

The rabies virus (RABV) belongs to the Rhabdoviridae family and Lyssavirus genus, which contains 18 viral species [4], most of them associated with bats from the Old World. The Lyssavirus rabies species is the only one that circulates among numerous mammals, including bats, carnivores, and nonhuman primates, such as marmosets in Brazil [5,6,7]. Cross-species transmission has been observed among non-canid carnivores, bats, and other mammal species, leading to the emergence of new lineages also related to American bats [5].

Antigenic characterization studies have been conducted in several Latin American countries using a panel of monoclonal antibodies (MAbs) produced by the Centers for Disease Control and Prevention (CDC), Atlanta, USA. The use of these MAbs, from the 1980s onwards, established a new era in the knowledge of RABV reservoirs and transmissibility, resulting in immediate advances in epidemiological surveillance in those countries before laboratories implemented sequencing capability. Over the years, this tool has identified several other antigenic profiles not included in the original panel [6] established by Diaz et al. [8]. These additional profiles were detected in many countries, including Brazil [9,10,11,12,13,14,15]. In a certain way, this was already expected, considering that among the samples analyzed for establishing the panel profiles, there were no varieties of isolates from different South American bat species. This identification technique continues to be used routinely in most Latin American countries.

The genetic analysis of the N gene, with a chosen genome fragment (between position 1157 and 1476 of PV-NC_001542), not only allowed the correlation of host species with their geographic distributions but also confirmed the differences observed in the reactivity pattern in the antigenic tests among samples associated with different species of bats in different countries [9,16,17,18].

In Brazil, the first antigenic [11] and genetic [19] studies showed that, as in other Latin American countries, the two predominant antigenic variants/viral lineages were associated with viruses maintained by dogs (called AgV1 and AgV2) and the Desmodus rotundus variant (AgV3). Later, antigenic variants/viral lineages associated with terrestrial wild animals, such as foxes and wild dogs [20,21], marmosets [6], and different species of insectivorous and frugivorous bats, were identified [13,22,23,24,25,26].

Both the genetic and antigenic characterizations of bat RABV isolated in the State of São Paulo in southeastern Brazil have shown the existence of variants/lineages related to D. rotundus (AgV-3), Tadarida brasiliensis (AgV4), and Lasiurus sp. (AgV6), also circulating in other species of insectivorous and frugivorous bats, along with other antigenic profiles that were not included in the CDC monoclonal panel [6,8,10,21,22].

In this study, bat samples from different regions of São Paulo State were analyzed using evolutionary approaches to identify genetic variability of the RABV in São Paulo. These isolates are compared with isolates described in previous publications, characterized antigenically and genetically, for which sequences have been deposited in Genbank (Table A1, Appendix A).

2. Materials and Methods

2.1. Samples

This study included RABV isolates from 32 municipalities in different administrative regions of São Paulo State in Southeast Brazil (Figure 1), between 1999 and 2010.

Figure 1.

Figure 1

Geographic location of sample collection. Colors are related with antigenic variant/profile: red for Group I (AgV3) related to D. rotundus, orange for Group II and III (related to antigenic Non-compatible 1-NC1 profile), and dark blue for Groups IV and V (NC2). Cities where more than one genetic group and/or antigenic variant was detected are in pale blue with a graphic following determined pattern of colors. GenBank sequences used in phylogenetic tree reconstruction can be observed as red dots for Group I, orange stars for samples clustered in Groups II and III, and dark blue dots for Groups IV and V. The map was modified for this study using Inkscape software version 1.3.2 (available at www.inkscape.org accessed on 4 July 2025). The original map is available at https://pt.m.wikipedia.org/wiki/Ficheiro:SaoPaulo_MesoMicroMunicip.svg (accessed on 19 February 2025).

All the samples had been previously diagnosed as positive for rabies by means of the fluorescent antibody test (FAT) [27] and mouse inoculation test (MIT) [28], considered the gold standard at the time of receiving samples for diagnosis between 1995 and 2010. In all, 48 bat samples were studied: 13 frugivorous (11 Artibeus lituratus, 01 Artibeus planirostris, 01 Artibeus fimbriatus) and 35 insectivorous (04 Myotis nigricans, 10 Neoeptesicus furinalis, 03 Neoeptesicus diminutus, 01 Neoeptesicus sp., 05 Molossus fluminensis, 03 Molossus molossus, 01 Cynomops abrasus, 02 Nyctinomops laticaudatus, 01 Nyctinomops macrotis, 01 Lasiurus blossevillii, 01 Lasiurus ega, 01 Eumops glaucinus and 02 non-hematophagous (NH) bats not identified). Samples from one cat, one bovine, and one horse were also included, giving 51 samples in total (Table 1).

Table 1.

Sequences obtained in the study, including environmental and geographical information.

GenBank Access ID Sample/
Year
Species Place of Origin Antigenic
Variant/Profile
Genetic Lineage
HQ666824 IB 346/99 Artibeus lituratus São José do Rio Preto V-3 D. rotundus
HQ666825 IB 777/00 Cynomops abrasus Ipiguá NC2 Insect. Bats
HQ666826 IB 249/01 Nyctinomops macrotis São José do Rio Preto NC1 Insect. bats
HQ666827 IB 250/01 Nyctinomops laticaudatus São José do Rio Preto NC1 Insect. Bats
HQ666828 IB 636/01 Neoeptesicus furinalis * Olímpia NC1 Insect. Bats
HQ666829 IB 808/01 Artibeus lituratus São José do Rio Preto V-3 D. rotundus
HQ666830 IB 1019/01 Neoeptesicus sp. * Cardoso NC1 Insect. Bats
HQ666831 IB 1070/01 Neoeptesicus furinalis * São José do Rio Preto NC1 Insect. Bats
HQ666832 IB 62/02 Neoeptesicus furinalis * Catanduva NC1 Insect. Bats
HQ666833 IB 109/02 Molossus molossus Ilha Solteira NC2 Insect. Bats
HQ666834 IB 835/02 Myotis nigricans Cajobi NC1 Insect. Bats
HQ666835 IB 992/02 Artibeus lituratus Dracena V-3 D. rotundus
HQ666836 IB 1021/02 Molossus fluminensis * Presidente Venceslau V-3 D. rotundus
HQ666837 IB 1141/02 Neoeptesicus furinalis * Santo Anastácio NC1 Insect. Bats
HQ666838 IB 1256/02 NH bat (not identified) Martinópolis V-3 D. rotundus
HQ666839 IB 1371B/02 Artibeus lituratus Presidente Venceslau V-3 D. rotundus
HQ666840 IB 1535/02 Artibeus lituratus Taciba V-3 D. rotundus
HQ666841 IB 1539/02 Molossus molossus Presidente Prudente V-3 D. rotundus
HQ666842 IB 1782/02 Lasiurus ega Presidente Prudente NC1 D. rotundus
HQ666843 IB 349/03 Artibeus planirostris Santa Fé do Sul V-3 D. rotundus
HQ666844 IB 350/03 NH bat (not identified) Catanduva V-3 D. rotundus
HQ666845 IB 791/03 Artibeus lituratus Presidente Prudente V-3 D. rotundus
- IB 826/03 Artibeus fimbriatus São José do Rio Preto V-3 ND
HQ666846 IB 168/04 Myotis nigricans Campinas NC1 Insect. Bats
HQ666847 IB 184/04 Nyctinomops laticaudatus São José do Rio Preto NC1 Insect. Bats
HQ666848 IB 550/04 Artibeus lituratus Caçapava V-3 D.rotundus
HQ666849 LRU 329/05 Eumops glaucinus Araçatuba V-3 D.rotundus
- LRU 397/05 Artibeus lituratus Araçatuba V-3 ND
HQ666850 LRU 43/09 Neoeptesicus diminutus * Pereira Barreto NC1 Insect. Bats
HQ666851 LRU 84/09 Neoeptesicus diminutus * Araçatuba NC1 Insect. Bats
HQ666852 LRU 149/09 Myotis nigricans Coroados NC1 Insect. Bats
HQ666853 LRU 181/09 Artibeus lituratus Penápolis V-3 D. rotundus
HQ666856 LRU 325/09 Artibeus lituratus Birigui V-3 D. rotundus
HQ666857 LRU 374/09 Artibeus lituratus Guararapes V-3 D. rotundus
HQ666858 LRU 389/09 Molossus fluminensis * Guararapes V-3 D. rotundus
HQ666859 LRU 433/09 Myotis nigricans Penápolis NC1 Insect. Bats
HQ666860 LRU 589/09 Neoeptesicus furinalis * Penápolis NC1 Insect. Bats
HQ666854 LRPP 199/09 Neoeptesicus furinalis * Dracena NC1 Insect. Bats
HQ666855 LRPP 224/09 Neoeptesicus furinalis * Parapuã V-3 D. rotundus
HQ666861 LRPP 672/09 Bovine/Cattle Narandiba V-3 D. rotundus
HQ666862 LRU 17/10 Molossus fluminensis * Penápolis NC1 Insect. Bats
KU299782 LRPP 28/10 Horse Taciba V-3 D. rotundus
HQ666864 LRPP 43/10 Neoeptesicus diminutus * Osvaldo Cruz V-3 D. rotundus
HQ666865 LRU 60/10 Neoeptesicus furinalis * Birigui NC1 Insect. Bats
HQ666866 LRU 76/10 Neoeptesicus furinalis * Penápolis NC1 Insect. Bats
HQ666867 LRU 169/10 Molossus molossus Araçatuba NC2 Insect. Bats
HQ666868 LRU 171/10 Cat Araçatuba V-3 D. rotundus
HQ666869 LRU 177/10 Molossus fluminensis * Birigui NC2 Insect. Bats
HQ666870 LRPP 198/10 Lasiurus blossevillii Teodoro Sampaio NC2 Insect. Bats
HQ666871 LRU 299/10 Neoeptesicus furinalis * Penápolis NC1 Insect. Bats
HQ666872 LRU 300/10 Molossus fluminensis * Penápolis V-3 D. rotundus

ND = not done; NC = not compatible; NH = non-hematophagous; V-3 = variant 3. IB—Rabies Laboratory of “Instituto Biológico de São Paulo”; LRU—Rabies Laboratory of UNESP (São Paulo State University), Araçatuba; LRPP—Rabies Laboratory of APTA (São Paulo Agribusiness Technology Agency) of Presidente Prudente; * new taxonomy bat species classification according to [29,30,31].

2.2. Antigenic Characterization

Antigenic characterization was performed using the CDC (Atlanta, GA, USA) monoclonal antibodies (MAbs) panel according to the protocol determined by Favoretto et al. [11]. These eight MAbs against the RABV nucleoprotein, developed by CDC, can identify different RABV variants through different reactivity patterns.

2.3. Sequencing and Genetic Characterization

For genetic characterization, the initial steps (i.e., extracting RNA and obtaining cDNA) were performed using methods described in previous studies [13]. Molecular reactions were performed using primers described previously by Smith et al. [32] and Campos et al. [33] to amplify 320 base pairs from the coding and non-coding region of the nucleoprotein (between positions 1157 and 1476 of PV-NC_001542). Double-strand PCR-amplified products were purified using the ExoSAP-IT system (GE Healthcare Bio-Sciences Ltd.—USB Corporation, Cleveland, OH, USA) according to the manufacturer’s instructions, and Sanger sequencing was performed as previously described by Campos et al. [33]. The excess dideoxynucleotide terminators were removed with the Applied Biosystems Big Dye XTerminatorTM Purification Kit (Applied Biosystems, Foster City, CA, USA), following the manufacturer’s recommendations. Purified samples were subjected to electrophoresis in POP6 polymer using an ABI-PRISM model 3100 automatic sequencer (Applied Biosystems, Foster City, CA, USA). The samples were tracked automatically using the Automatic DNA Analyzer software package of the ABI-PRISM model 3100.

2.4. Phylogenetic Analysis

The obtained nucleotide sequences were pre-analyzed using the BLASTn program (https://blast.ncbi.nlm.nih.gov/Blast.cgi, accessed on 19 February 2025) to confirm amplification of the specific product and then aligned with available GenBank sequences (Appendix A) using Geneious Prime software version 2019.2.3. The chosen GenBank sequences were selected based on full information like the host, place, and year of collection. Pairwise distances were calculated by MEGA 11 version 11.0.13 (available at https://www.megasoftware.net/ accessed on 19 February 2025) and phylogenetic trees were reconstructed using IQTREE software version 2.4.0 (available at http://www.iqtree.org/ accessed on 18 February 2025). The best model fit determined by IQTree was TIM + F + I + G4. To analyze the temporal virus variability, we used TempEst v1.5.3 (available at http://tree.bio.ed.ac.uk/software/tempest/ accessed on 19 February 2025) in the phylogenetic tree and root-to-tip method with best-fitting root in correlation function. The time-scaled phylogenetic tree was analyzed via Augur version 21.1.0 and auspice version 2.62.0 implemented on Nextstrain [34,35].

2.5. Phylogenetic and Antigenic Site Amino Acid Visualization

Phylogenetic visualization of RABV sequences was conducted using R version 4.4.1 (14 June 2024, ucrt). A phylogenetic tree in nexus format was imported using the ape package and further processed and visualized with the ggtree, treeio, and igraph packages. The final annotated phylogenetic tree was visualized with tip points colored with regard to geographic location and a scale bar indicating time (years) and genetic distance (substitutions/site). The final figure editing and layout adjustments were performed using the Inkscape program version 1.3.2. The alignment used for phylogenetic tree reconstruction was translated to amino acid and used to prepare one Figure with the region of antigenic site I present in the nucleoprotein.

3. Results

Among the fifty-one samples submitted to antigenic characterization, twenty-five (49%) were characterized as AgV-3 (RABV maintained by D. rotundus hematophagous bat populations) and twenty-six were characterized as RABV maintained by non-hematophagous bat populations (NC1 and NC2); out of these, twenty-one (41.2%) presented the antigenic profile NC1 and five (9.8%) presented the antigenic profile NC2.

The samples from this study were segregated into five different phylogenetic groups, highlighted in colors according to their genetic and antigenic patterns (Figure 2). The group called Group I showed samples with a genetic lineage associated with the virus maintained by D. rotundus hematophagous bats and antigenic variant AgV3. The virus groups isolated from insectivorous bats presented four independent phylogenetic clades, called Group II, Group III, Group IV, and Group V, with the antigenic profile NC1 in Groups II and III, and antigenic profile NC2 in Groups IV and V. Group II presented the greatest diversity of its host species, consisting of Eptesicus spp. (currently called Neoeptesicus), Eumops spp., Myotis spp., Nyctinomops spp., and Lasiurus spp. Groups VI and VII, with isolates external to the present study, presented isolates from marmosets (Group VI) and bat isolates related to Tadarida brasiliensis (Group VII).

Figure 2.

Figure 2

Time-scaled phylogenetic tree reconstructed using 320 nucleotides from nucleoprotein terminal gene using IQ-TREE software version 2.4.0, visualized and edited using FigTree software version 1.4.4 and plotted in RStudio version 2024.12.1+563 using ggtree version 3.14.0, treeio version 1.30.0, and igraph version 2.1.4 packages. The samples from this study can be observed in the tree in red dots; other samples from Brazil, available in GenBank, are marked in a blue pallet of colors while samples from other countries are marked in a green pallet of colors. The groups determined in this study are delineated vertically by red (Group I), orange (Groups II and III), and dark blue (Groups IV and V) shading. The groups without segregated samples from this study are shown with pink (Group VI) and gray (Group VII) shadings.

The lowest percentage of identity was observed in comparison with the clade related to marmosets (Group VI in the phylogenetic tree). Estimates of evolutionary divergence over sequence pairs between groups, obtained using the maximum likelihood method in MEGA 11, were used to calculate the distances between groups (Table A2, Appendix A), showing a range from 8.7% between Groups I and VII to 17.9% between Groups II and VI. Among the groups detected in this study, the highest within-group distances (Table A3, Appendix A) were observed in Groups II (6.7%), III (4.7%), and V (5.7%) while minor within-group distances were detected in Groups IV (1.8%) and I (2.5%).

In Figure 1, we can also observe the geographic distribution of the samples from this study and from Genbank, used for the reconstruction of the phylogenetic tree, according to the resulting groups (genetic characterization) and antigenic variants/profiles (AgV-3, NC1, and NC2).

During the analysis of the antigenic site present in the nucleoprotein, we identified genetic signatures for some groups in the phylogenetic tree. Groups I, IV, V, VI, and VII and the root group showed recognized patterns (AET, AEV, TEV, TEA, TEM, and TDV, respectively), indicating the stability of these genetic groups. On the other hand, we could not identify any pattern for Groups II (TEA, TDE, IDT, TEV, and TDV) and III (TEA, TEL, and TEV). In these groups, we found higher variability that was confirmed by tree topology and can be seen in Figure 3. The full map of the antigenic site was produced and can be accessed in the Supplementary Materials.

Figure 3.

Figure 3

A partial amino-acid alignment showing the presence of antigenic site I in the nucleoprotein. The color match those in the phylogenetic tree presented in Figure 2. For this figure, the sequences used in the phylogenetic tree reconstruction were employed, maintaining only the variability in the antigenic site region, with a preference for sequences from this study. The genetic signature AET is shown in red (and also highlighted with red shading) for phylogenetic Group I related to hematophagous bat species D. rotundus; AEV is shown in dark blue (and also highlighted with dark blue shading) for phylogenetic Group IV related to non-hematophagous bats; TEV is shown in a gradient of dark blue (and also highlighted in a gradient dark blue shading) for phylogenetic Group V; TEA is shown in magenta/pink (and also highlighted with pink shading) for phylogenetic Group VI related to marmosets; TEM in black (and also highlighted with gray shading) for phylogenetic Group VII related to the bat species T. brasiliensis; TDV is shown in green for the root group related to the terrestrial cycle of transmission of RABV. For phylogenetic groups II and III (highlighted with gradient orange shading), it was not possible to find one genetic signature in the antigenic site I; in fact, in these groups, the variability was diverse and is noted in different colors: TEA in orange for the major antigenic site found (which was the same genetic signature found in Group VI related to marmosets), purple for variations (TEL, TDE, IDT), dark blue for the same signature present in Group V (TEV), and green for the same signature present in the terrestrial cycle of transmission (TDV) in one sequence available at GenBank (AF396064). The amino acid letters and class are outlined above.

The Pearson correlation coefficient calculated in the analysis of temporal virus variability in this dataset was 0.18 (p = 0.015), as shown in Figure 4. Although the correlation coefficient is slightly positive, the TempEst analysis showed the stable evolution rate to the dataset during the sampling period considered in the analysis.

Figure 4.

Figure 4

Correlation between genetic divergence and sampling time was obtained by a root-to-tip analysis using the RABV sequences and plotted using R command line. The dots are related with clades from phylogenetic tree, the red dots are related with Group I, the orange with Group II, the brown with Group III, the blue with Group IV, the clear blue with Group V, the pink with Group VI, the clear gray with the Group VII and the dark gray dots are related with the terrestrial cycle of transmission. The dashed line (colored dark gray) represents the regression line, and the light gray area around the dashed line is the confidence interval.

4. Discussion

All 13 fruit bats of the genus Artibeus presented antigenic variant 3 (AgV-3), as did bats from the genera Molossus (04), Eumops (1), and Neoeptesicus (2) and non-identified bats (2). Similar results were observed in rabies-positive bat samples from other regions of São Paulo State [11,15,19,24,36]. Previous studies had demonstrated that the frequency of RABV in Artibeus was higher than that in Desmodus bats in the study area [36,37,38,39], which could explain how AgV-3 is present in species that do not co-inhabit with D. rotundus species. This is corroborated by the finding that the genetic lineage of D. rotundus is not exclusive to the species since this lineage has been detected in non-hematophagous bats such as the fruit bat Artibeus lituratus [40] and insectivorous bats in this study, in addition to other previous studies [13].

The samples antigenically described as NC1 in phylogenetic group II were segregated with samples from the same geographic region and with one sample (EU981922) from Uruguay, with a geographical distance of more than 1,200 miles. The samples in the phylogenetic group III were segregated with samples from the same geographical region and with one sample (AB297647) from Rio de Janeiro State, more than 300 m away, and another sample (AB618034) from Paraiba State, more than 1600 m away. This antigenic profile was previously described in São Paulo State [11,12,13,14,15,41]. These groups were previously related particularly with host species described by Oliveira et al. [42]; nonetheless, in the present study, we observed different species in the same clade/phylogenetic group. Bats play an important role in virus transmission and spread in the Americas [42,43,44], and it was clearly demonstrated in this study that insectivorous bats present a heterogeneous genetic distribution independent of host species.

The NC2 antigenic profile detected in five samples from the Molossus and Lasiurus genera was previously described in the same geographical region [7] and was observed in three monophyletic clades with high bootstrap value support (81 to 98%). In a previous study [13], two samples (GU646777 and HM854031) were segregated independently as subgroups; in the present study, these samples were segregated as part of phylogenetic groups IV and V, confirming the importance of including more sequences and information from other regions of the state and the country, as well as from other bat host species. This was also visualized on the map (Figure 1), where the geographical distribution of the variants was described. With the inclusion of new samples, a more homogeneous distribution of antigenic profiles and genetic lineages across Sao Paulo State can be observed since, previously, these profiles and lineages were restricted to the northwest region of the state [13]. Nonetheless, important data from previous publications regarding the central region of this state and from other states of Brazil could not be compared with the isolates from this study, considering that the authors sequenced a different genome region or only a coding region [15,40,42,45,46,47]. This reinforces the idea that the same region of the genome should be analyzed and standardized by researchers in future studies.

Currently, the term “antigenic variants” and the CDC MAbs panel still are used mainly in Latin America and only in a few accredited laboratories. The results obtained in the present sample’s dataset corroborated previous results [13,15] that showed that this panel, despite its valuable importance in the past, does not have sufficient resolution as high as that obtained using genetic tools to characterize RABV variants from non-hematophagous bats, leading to divergences. An approach of comparing samples from different geographical regions using antigenic and genetic characterization is no longer ideal, as previously highlighted in other studies [15]. In any case, the term ‘antigenic variant’ will not become extinct immediately since it is still the language used in Ministry of Health reports in Brazil, for example. As found in this study, the antigenic characterization was realized during sample processing almost twenty years ago, providing useful information that could be used for future studies and to better understand rabies epidemiology. Therefore, future RABV studies must be focused on genetic analyses to provide a deeper and more comprehensive understanding of the virus, explaining its epidemiology, its dynamics, and possible interventions. This could lead to significant advances in rabies surveillance, prevention, and control at both population and individual levels.

Antigenic site I was presented here using nucleoprotein amino acid alignments, and the authors observed a genetic signature that had previously been described [6]. However, for genetic groups II and III, these signatures could not be observed; in fact, they are genetically and antigenically diverse, independent of the comparison between these two approaches.

In the first RABV genetic studies in Latin America, it was established that the 320 nucleotides in the nucleoprotein carboxi-terminus region, including the nucleo- and phosphoprotein intergenic regions (non-coding) between genome positions 1157 and 1476 (based in PV genome NC_001542), could be the standard for phylogenetic studies because this region presents the large nucleotide variability, 1.9 times greater than in the coding region [17]. For phylogenetic analyses, according to Smith et al. [46], groups that present a distance higher than 5% from other groups can be considered a distinct genetic lineage. Thus, for this study, the groups in the phylogenetic tree were determined by following this consideration.

In the phylogenetic tree (Figure 3 and Figure S1), the high bootstrap values (100% for aerial cycle of transmission; 78% for genetic lineages segregated into Groups I, II, III and VII; and 81% for Groups I, II and VII) support the presence of basal genotypes of the virus. For example, sample HQ666860 from an insectivorous bat, Neoeptesicus furinalis, collected in 2009 presented a long branch in Group II (bootstrap 81%), indicating a high number of nucleotide substitutions. Group I, Group III, Group IV, and Group V showed bootstrap values of 100%, 98%, 78% and 92%, respectively; this tree topology could also explain how and why samples in the antigenic analysis from genetic groups II to V presented a different antigenic profile.

The positive but low correlation coefficient (0.18) associated with the phylogenetic analysis suggests that during the short period of sequence sampling, between the years of 1986 and 2022, there was an accumulation of diversity, but the occurrence of the common ancestor to all sequences was distant in the past. This had been previously shown by other researchers [42], and this result means a stable RABV evolution rate in the analyzed period. This result reflects the profile of zoonotic viruses such as rabies, considering only the aerial cycle, and agrees with the TMRCA (time to the most recent common ancestor) of approximately 170 years determined by de Souza et al. [40] when analyzing the D. rotundus/A. lituratus genetic lineage (both antigenically AgV3).

5. Conclusions

Despite some limitations, such as analyzing only a 320-nucleotide fragment; the limited number of sequences available in GenBank for this same fragment; the absence of relevant information such as on the date, species, and collection location of these available sequences in the GenBank; and the retrospective nature of this study performed over a decade ago, these data provide valuable insights into RABV among bats. The key findings of this study are as follows: (i) antigenic profiles and genetic lineages previously restricted to the northwest region of the state of São Paulo are now found in other state regions, (ii) future rabies studies must be focused only on genetic analysis, and (iii) there is a need for a comprehensive genetic study of bat rabies in São Paulo State and greater Brazil with diverse sample locations and expanded genomic analyses using a standard genomic fragment or full genome when possible. Moreover, focusing only on host species could lead to misleading conclusions about RABV evolution and dispersal concerning time and geography.

Acknowledgments

The authors thank Adriana Ruckert da Rosa for bat species revision.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/v17081063/s1, Figure S1: Conventional phylogenetic tree, Figure S2: Partial amino acid antigenic site I for all sequences used in phylogenetic tree reconstruction.

viruses-17-01063-s001.zip (701.7KB, zip)

Appendix A

Table A1.

Bat sample sequences used in this work [47,48,49,50,51,52,53,54].

Sequence ID Group Year Host Site Origin Country Genbank Access Reference
AB201802_BR_AL4 I 2002 Artibeus lituratus Dracena, SP Brazil AB201802 [24]
AB201803_BR_DR1 I 2000 Desmodus rotundus Lindóia, SP Brazil AB201803 [24]
AB201805_BR_DR3 I 2001 Desmodus rotundus São José do Barreiro, SP Brazil AB201805 [24]
AB201806_BR_NL1 III 1998 Nyctinomops laticaudatus São José do Rio Preto, SP Brazil AB201806 [24]
AB201807_BR_NL2 II 1999 Nyctinomops laticaudatus São José do Rio Preto, SP Brazil AB201807 [24]
AB201808_BR_NL3 III 2001 Nyctinomops laticaudatus Nova Granada, SP Brazil AB201808 [24]
AB201812_BR_EF2 II 2001 Eptesicus furinalis Olimpia, SP Brazil AB201812 [24]
AB201813_BR_EF3 II 2001 Eptesicus furinalis São José do Rio Preto, SP Brazil AB201813 [24]
AB201814_BR_EF4 II 2002 Eptesicus furinalis Catanduva, SP Brazil AB201814 [24]
AB201815_BR_MM1 IV 1999 Molossus molossus Jales, SP Brazil AB201815 [24]
AB201816_BR_MM2 IV 2002 Molossus molossus Ilha Solteira, SP Brazil AB201816 [24]
AB201817_BR_MR1 I 2002 Molossus rufus Presidente Venceslau, SP Brazil AB201817 [24]
AB201818_BR_MA1 IV 2000 Molossus abrasus Itapira, SP Brazil AB201818 [24]
AB297630_BR_AL6 I 2001 Artibeus lituratus Rio de Janeiro, RJ Brazil AB297630 [48]
AB297631_BR_AL7 I 2004 Artibeus lituratus Vargem Grande Paulista, SP Brazil AB297631 [48]
AB297647_BR_NL4 III 2004 Nyctinomops laticaudatus Rio de Janeiro, RJ Brazil AB297647 [48]
AB618034_strain_MPVI III 2007 Molossus molossus Santo Antonio, Paraíba Brazil AB618034 Unpublished
AF394886_2085 V 1986 Lasiurus borealis Walker County, Texas USA AF394886 [49]
AF396064_cym3941_1995 II 1995 Myotis chiloensis - Chile AF396064 [50]
AY233427_Batbbt123 VII 2001 Tadarida brasiliensis Buenos Aires Argentine AY233427 [44]
AY233448_Stchmbt80 III 2000 Histiotus montanus Rio Turbio, Santa Cruz Argentine AY233448 [44]
AY233451_Batbbt125 V 2001 Tadarida brasiliensis Buenos Aires Argentine AY233451 [44]
AY654585_Brhm4097 VI 1998 Human Ceará Brazil AY654585 [6]
AY654586_Brsg4108 VI 1998 Callithrix jacchus jacchus Ceará Brazil AY654586 [6]
AY654587_Brhm4138 VI 1998 Human Ceará Brazil AY654587 [6]
AY877435_V920 I 1993 Bovine Chiapas Mexico AY877435 [51]
DQ631835_bref8150_05 III 2005 Eptesicus furinalis Jundiaí, SP Brazil DQ631835 [41]
EF363743_IP306_Portel_PA_2004 I 2004 Human Portel, PA Brazil EF363743 [52]
EF363751_IP5214Viseu_PA_2004 I 2004 Human Viseu, PA Brazil EF363751 [52]
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GU552788_IP2989_2007 VII 2007 Nyctnomops laticaudatus Joanópolis, SP Brazil GU552788 [25]
GU552789_IP1779_2006 IV 2006 Molossus rufus Ribeirão Preto, SP Brazil GU552789 [25]
GU552790_IP1992_2005 III 2005 Histiotus velatus Vargem Grande Paulista, SP Brazil GU552790 [25]
GU552791_IP6883_2006 III 2006 Histiotus velatus Campo Limpo Paulista, SP Brazil GU552791 [25]
GU552792_IP3321_2005 III 2005 Histiotus sp. Belo Horizonte, MG Brazil GU552792 [25]
GU552795_IP10529_2005 III 2005 Nyctnomops laticaudatus Ribeirão Preto, SP Brazil GU552795 [25]
GU552796_IP4359_2007 III 2007 Molossus molossus Campinas, SP Brazil GU552796 [25]
GU552798_IP8089_2005 III 2005 Nyctnomops laticaudatus São Sebastião, SP Brazil GU552798 [25]
GU552807_IP8061_2006 II 2006 Eptesicus furinalis Campinas, SP Brazil GU552807 [25]
GU552810_IP3056_2007 II 2007 Eptesicus furinalis Barretos, SP Brazil GU552810 [25]
GU552815_IP8665_2005 II 2005 Myotis nigricans Ribeirão Preto, SP Brazil GU552815 [25]
GU552820_IP4157_2005 II 2005 Myotis nigricans Águas de Lindóia, SP Brazil GU552820 [25]
GU552821_IP4896_2005 II 2005 Myotis nigricans Caçapava, SP Brazil GU552821 [25]
GU552824_IP2654_2006 V 2006 Lasiurus cinereus Garça, SP Brazil GU552824 [25]
GU592648_brdrusp100_07 I 2007 Desmodus rotundus São José do Barreiro, SP Brazil GU592648 [33]
GU646775_brmn131_03 II 2003 Myotis nigricans Araçatuba, SP Brazil GU646775 [13]
GU646776_brmn45_03 II 2003 Myotis nigricans Araçatuba, SP Brazil GU646776 [13]
GU646777_brmm95_03 V 2003 Molossus molossus Nova Independência, SP Brazil GU646777 [13]
GU646778_brmn38_03 II 2003 Myotis nigricans Penápolis, SP Brazil GU646778 [13]
GU646779_bral268_98 I 1998 Artibeus lituratus Mirandópolis, SP Brazil GU646779 [13]
GU646780_bral452_99 I 1999 Artibeus lituratus Ilha Solteira, SP Brazil GU646780 [13]
GU646781_bref431_04 II 2004 Eptesicus furinalis Bilac, SP Brazil GU646781 [13]
GU646782_brlb46_04 II 2004 Lasiurus blossevillii Valparaíso, SP Brazil GU646782 [13]
GU646783_bral311_03 I 2003 Artibeus lituratus Penápolis, SP Brazil GU646783 [13]
GU646784_bral304_03 I 2003 Artibeus lituratus Penápolis, SP Brazil GU646784 [13]
GU646785_brmn150_03 II 2003 Myotis nigricans Araçatuba, SP Brazil GU646785 [13]
GU646786_brmn234_02 II 2002 Myotis nigricans Bilac, SP Brazil GU646786 [13]
GU646787_bral625_01 I 2001 Artibeus lituratus Birigui, SP Brazil GU646787 [13]
GU646788_brmn610_01 II 2001 Myotis nigricans Sud Menucci, SP Brazil GU646788 [13]
GU646789_bral499_01 I 2001 Artibeus lituratus Guararapes, SP Brazil GU646789 [13]
GU646790_bref126_01 II 2001 Eptesicus furinalis Penápolis, SP Brazil GU646790 [13]
GU646791_bral84_01 I 2001 Artibeus lituratus Guararapes, SP Brazil GU646791 [13]
GU646792_bref40_01 II 2001 Epitesicus furinalis Bilac, SP Brazil GU646792 [13]
GU646793_breg01_01 II 2001 Eumops glaucinus Bilac, SP Brazil GU646793 [13]
GU646794_brmn839_00 II 2000 Myotis nigricans Bilac, SP Brazil GU646794 [13]
GU646795_bral566_00 I 2000 Artibeus lituratus Penápolis, SP Brazil GU646795 [13]
GU646796_bref213_00 II 2000 Eptesicus furinalis Araçatuba, SP Brazil GU646796 [13]
GU646818_brbv119_03 I 2003 Bovine/Cattle José Bonifácio, SP Brazil GU646818 [13]
GU646828_brbv356_97 I 1997 Bovine/Cattle Guararapes, SP Brazil GU646828 [13]
GU646833_brbv32_94 T 1994 Bovine/Cattle Araçatuba, SP Brazil GU646833 [13]
GU646835_brdg70_93 T 1993 Dog Araçatuba, SP Brazil GU646835 [13]
GU646841_brhr308_00 I 2000 Horse Barbosa, SP Brazil GU646841 [13]
GU646842_bral5341 I 1999 Artibeus lituratus Birigui, SP Brazil GU646842 [13]
GU646843_brmm4105 I 1998 Molossus molossus Mirandópolis, SP Brazil GU646843 [13]
GU646844_brle4132 I 1988 Lasiurus ega Glicério, SP Brazil GU646844 [13]
GU646845_brmr4114 I 1998 Molossus molossus Penápolis, SP Brazil GU646845 [13]
GU646846_brmr4095 I 1998 Molossus rufus Araçatuba, SP Brazil GU646846 [13]
GU646849_brdg5356 I 2000 Dog Ilha Solteira, SP Brazil GU646849 [13]
GU646855_brct60_92 T 1992 Cat Andradina, SP Brazil GU646855 [13]
GU646856_brmr298_07 I 2007 Molossus rufus Ilha Solteira, SP Brazil GU646856 [13]
GU646857_brmn182_07 II 2007 Myotis nigricans Bilac, SP Brazil GU646857 [13]
GU646858_brmr350_06 I 2006 Molossus rufus Andradina, SP Brazil GU646858 [13]
GU646859_bral309_06 I 2006 Artibeus lituratus Ilha Solteira, SP Brazil GU646859 [13]
GU646860_bral195_06 I 2006 Artibeus lituratus Araçatuba, SP Brazil GU646860 [13]
GU646861_bref341_02 II 2002 Epitesicus furinalis Birigui, SP Brazil GU646861 [13]
HM173087_brmn100_05 II 2005 Myotis nigricans Guararapes, SP Brazil HM173087 [13]
HM173088_bral239_05 I 2005 Artibeus lituratus Birigui, SP Brazil HM173088 [13]
HM854029_brdg354_95 I 1995 Dog Birigui, SP Brazil HM854029 [13]
HM854030_brct100_04 I 2004 Cat Guararapes, SP Brazil HM854030 [13]
HM854031_brmr178_05 IV 2005 Molossus rufus Andradina, SP Brazil HM854031 [13]
HM854032_brmn391_05 II 2005 Myotis nigricans Ilha Solteira, SP Brazil HM854032 [13]
HM854033_bral540_05 I 2005 Artibeus lituratus Araçatuba, SP Brazil HM854033 [13]
HM014315_brmm1994_08 V 2008 Molossus molossus São Paulo, SP Brazil HM014315 [14]
HM014316_brmng2449_05 III 2005 Molossops neglectus São Paulo, SP Brazil HM014316 [14]
HM014317_brmr6464_05 II 2005 Myotis riparius São Paulo, SP Brazil HM014317 [14]
HQ666824_bral346_99 I 1999 Artibeus lituratus São José do Rio Preto, SP Brazil HQ666824 This work
HQ666825_brma777_00 IV 2000 Cynomops abrasus Ipiguá, SP Brazil HQ666825 This work
HQ666826_brnl249_01 III 2001 Nyctinomops macrotis São José do Rio Preto, SP Brazil HQ666826 This work
HQ666827_brnl250_01 III 2001 Nyctinomops laticaudatus São José do Rio Preto, SP Brazil HQ666827 This work
HQ666828_bref636_01 II 2001 Neoepitesicus furinalis Olímpia, SP Brazil HQ666828 This work
HQ666829_bral808_01 I 2001 Artibeus lituratus São José do Rio Preto, SP Brazil HQ666829 This work
HQ666830_bresp1019_01 II 2001 Neoepitesicus sp. Cardoso, SP Brazil HQ666830 This work
HQ666831_bref1070_01 II 2001 Neoepitesicus furinalis São José do Rio Preto, SP Brazil HQ666831 This work
HQ666832_bref62_02 II 2002 Neoepitesicus furinalis Catanduva, SP Brazil HQ666832 This work
HQ666833_brmm109_02 IV 2002 Molossus molossus Ilha Solteira, SP Brazil HQ666833 This work
HQ666834_brmn835_02 II 2002 Myotis nigricans Cajobi, SP Brazil HQ666834 This work
HQ666835_bral992_02 I 2002 Artibeus lituratus Dracena, SP Brazil HQ666835 This work
HQ666836_brmr1021_02 I 2002 Molossus fluminensis Presidente Venceslau, SP Brazil HQ666836 This work
HQ666837_bref1141_02 II 2002 Neoepitesicus furinalis Santo Anastácio, SP Brazil HQ666837 This work
HQ666838_brbat1256_02 I 2002 Non- hematophagous bat Martinópolis, SP Brazil HQ666838 This work
HQ666839_bral1371_02 I 2002 Artibeus lituratus Presidente Venceslau, SP Brazil HQ666839 This work
HQ666840_bral1535_02 I 2002 Artibeus lituratus Taciba, SP Brazil HQ666840 This work
HQ666841_brmm1539_02 I 2002 Molossus molossus Presidente Prudente, SP Brazil HQ666841 This work
HQ666842_brle1782_02 III 2002 Lasiurus ega Presidente Prudente, SP Brazil HQ666842 This work
HQ666843_braj349_03 I 2003 Artibeus planirostris Santa Fé do Sul, SP Brazil HQ666843 This work
HQ666844_brbat350_03 I 2003 Non-hematophagous bat Catanduva, SP Brazil HQ666844 This work
HQ666845_bral791_03 I 2003 Artibeus lituratus Presidente Prudente, SP Brazil HQ666845 This work
HQ666846_brmn168_04 II 2004 Myotis nigricans Campinas, SP Brazil HQ666846 This work
HQ666847_brnl184_04 III 2004 Nyctinomops laticaudatus São José do Rio Preto, SP Brazil HQ666847 This work
HQ666848_bral550_04 I 2004 Artibeus lituratus Caçapava, SP Brazil HQ666848 This work
HQ666849_breg329_05 I 2005 Eumops glaucinus Araçatuba, SP Brazil HQ666849 This work
HQ666850_bred43_09 II 2009 Neoepitesicus diminutus Pereira Barreto, SP Brazil HQ666850 This work
HQ666851_bred84_09 II 2009 Neoepitesicus diminutus Araçatuba, SP Brazil HQ666851 This work
HQ666852_brmn149_09 II 2009 Myotis nigricans Coroados, SP Brazil HQ666852 This work
HQ666853_bral181_09 I 2009 Artibeus lituratus Penápolis, SP Brazil HQ666853 This work
HQ666854_bref199_09 II 2009 Neoeptesicus furinalis Dracena, SP Brazil HQ666854 This work
HQ666855_bref224_09 I 2009 Neoeptesicus furinalis Parapuã, SP Brazil HQ666855 This work
HQ666856_bral325_09 I 2009 Artibeus lituratus Birigui, SP Brazil HQ666856 This work
HQ666857_bral374_09 I 2009 Artibeus lituratus Guararapes, SP Brazil HQ666857 This work
HQ666858_brmr389_09 I 2009 Molossus fluminensis Guararapes, SP Brazil HQ666858 This work
HQ666859_brmn433_09 II 2009 Myotis nigricans Penápolis, SP Brazil HQ666859 This work
HQ666860_bref589_09 II 2009 Neoeptesicus furinalis Penápolis, SP Brazil HQ666860 This work
HQ666861_brbv672_09 I 2009 Bovine Narandiba, SP Brazil HQ666861 This work
HQ666862_brmr17_10 II 2010 Molossus fluminensis Penápolis, SP Brazil HQ666862 This work
HQ666863_breq28_10 I 2010 Equine Taciba, SP Brazil HQ666863 This work
HQ666864_bred43_10 I 2010 Neoeptesicus diminutus Osvaldo Cruz, SP Brazil HQ666864 This work
HQ666865_bref60_10 II 2010 Neoeptesicus furinalis Birigui, SP Brazil HQ666865 This work
HQ666866_bref76_10 II 2010 Neoeptesicus furinalis Penápolis, SP Brazil HQ666866 This work
HQ666867_brmm169_10 V 2010 Molossus molossus Araçatuba, SP Brazil HQ666867 This work
HQ666868_brct171_10 I 2010 Feline Araçatuba, SP Brazil HQ666868 This work
HQ666869_brmr177_10 V 2010 Molossus fluminensis Birigui, SP Brazil HQ666869 This work
HQ666870_brlbl198_10 V 2010 Lasiurus blossevillii Teodoro Sampaio, SP Brazil HQ666870 This work
HQ666871_bref299_10 II 2010 Neoeptesicus furinalis Penápolis, SP Brazil HQ666871 This work
HQ666872_brmr300_10 I 2010 Molossus fluminensis Penápolis, SP Brazil HQ666872 This work
JF916647_BRLB4096_1995 V 1995 Lasiurus blossevillii Unknown Brazil BRLB4096 Unpublished, Favoretto
JF916650_brmyaSP4115_1998 II 1998 Myotis albecens Unknown Brazil JF916650 Unpublished, Favoretto
JF916652_bralusp041_05 I 2005 Artibeus lituratus Presidente Prudente, SP Brazil JF916652 [26]
JF916655_brlbusp040_07 V 2007 Lasiurus blossevillii Presidente Prudente, SP Brazil JF916655 [26]
JF916656_bralusp042_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916656 [26]
JF916657_brmmusp043_07 I 2007 Molossus molossus Presidente Prudente, SP Brazil JF916657 [26]
JF916659_bralusp047_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916659 [26]
JF916661_bralusp049_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916661 [26]
JF916662_bralusp050_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916662 [26]
JF916663_bralusp052_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916663 [26]
JF916664_bralusp054_07 VII 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916664 [26]
JF916667_brmnusp058_07 II 2007 Myotis nigricans Presidente Prudente, SP Brazil JF916667 [26]
JF916668_brmnusp061_07 II 2007 Myotis nigricans Presidente Prudente, SP Brazil JF916668 [26]
JF916669_bralusp062_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916669 [26]
JF916671_brefusp064_07 II 2007 Eptesicus furinalis Presidente Prudente, SP Brazil JF916671 [26]
JF916672_bralusp069_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916672 [26]
JF916673_bralusp071_07 I 2007 Artibeus lituratus Presidente Prudente, SP Brazil JF916673 [26]
JF916674_bralusp001_08 I 2008 Artibeus lituratus Presidente Prudente, SP Brazil JF916674 [26]
JF916678_brefusp008_09 II 2009 Eptesicus furinalis Presidente Prudente, SP Brazil JF916678 [26]
KM594026_IP_512_09 II 2009 Eptesicus furinalis Ribeirão Preto, SP Brazil KM594026 [42]
KM594027_IP_230_10 II 2010 Eptesicus furinalis Valinhos, SP Brazil KM594027 [42]
KM594028_IP_346_10 II 2010 Eptesicus furinalis Tambaú, SP Brazil KM594028 [42]
KM594029_IP_3208_06 III 2006 Eptesicus furinalis Vinhedo, SP Brazil KM594029 [42]
KM594030_IP_1400_10 II 2010 Myotis nigricans Campinas, SP Brazil KM594030 [42]
KM594031_IP_163_10 II 2010 Myotis nigricans Caieiras, SP Brazil KM594031 [42]
KM594032_IP_497_10 II 2010 Myotis nigricans Campinas, SP Brazil KM594032 [42]
KM594034_IP_350_10 III 2010 Nyctinomops laticaudatus Conchal, SP Brazil KM594034 [42]
KM594035_IP_412_10 III 2010 Nyctinomops laticaudatus Barretos, SP Brazil KM594035 [42]
KM594036_IP_542_10 III 2010 Nyctinomops laticaudatus Ribeirão Preto, SP Brazil KM594036 [42]
KM594037_IP_3176_09 VII 2009 Tadarida brasiliensis Santo André, SP Brazil KM594037 [42]
KM594038_IP_1586_10 VII 2010 Tadarida brasiliensis São Bernardo do Campo, SP Brazil KM594038 [42]
MG458314_RV1789 I 1997 Cow Unknown British Est Indies MG458314 [54]
PQ671596_RS61 VII 2022 Tadarida brasiliensis Rio Grande do Sul Brazil PQ671596 unpublished

Legend: samples in red are from this study; samples in blue are from our group’s previous study [13].

Table A2.

Estimates of evolutionary divergence over sequence pairs between groups.

Gp_1 Gp_3 Gp_2 Gp_4 Gp_5 Gp_7 Gp_6
Gp_1
Gp_3 0.140
Gp_2 0.128 0.126
Gp_4 0.139 0.103 0.138
Gp_5 0.152 0.134 0.160 0.132
Gp_7 0.087 0.117 0.118 0.111 0.136
Gp_6 0.181 0.148 0.179 0.152 0.158 0.167
outgroup 0.178 0.180 0.188 0.162 0.172 0.182 0.213

Gp 1 means group I Related to hematophagous bats-AgV3, Gp 2 means group II Related to insectivorous bats-NC1, Gp 3 means group III Related to insectivorous bats-NC1, Gp 4 means group IV Related to insectivorous bats-NC2, Gp 5 means group V Related to insectivorous bats-NC2, Gp 6 means group VI Related to marmosets, Gp 7 means group VII Related to Tadarida brasiliensis-AgV4 and outgroup represents the Terrestrial cycle of transmission-root of phylogenetic tree.

Table A3.

Estimates of average evolutionary divergence over sequence pairs within groups.

Gp 1 0.0253
Gp 3 0.0467
Gp 2 0.0674
Gp 4 0.0185
Gp 5 0.0566
Gp 7 0.0029
Gp 6 0.0051
outgroup 0.0051

Gp 1 means group I Related to hematophagous bats-AgV3, Gp 2 means group II Related to insectivorous bats-NC1, Gp 3 means group III Related to insectivorous bats-NC1, Gp 4 means group IV Related to insectivorous bats-NC2, Gp 5 means group V Related to insectivorous bats-NC2, Gp 6 means group VI Related to marmosets, Gp 7 means group VII Related to Tadarida brasiliensis-AgV4 and outgroup represents the Terrestrial cycle of transmission-root of phylogenetic tree.

Author Contributions

Conceptualization: L.H.Q., S.R.F. and A.C.A.C.; methodology, L.H.Q., A.C.A.C., M.C.L., E.M.S.C., A.A., C.d.C., W.A.P., E.C.S., M.S.L., S.V.I., D.B.A. and S.R.F.; software, A.C.A.C., M.P.C. and L.G.B.G.; validation, A.C.A.C., M.C.L., E.C.S., M.S.L., S.V.I. and D.B.A.; formal analysis, A.C.A.C., L.H.Q., M.P.C. and L.G.B.G.; investigation, A.C.A.C. and L.H.Q.; resources, S.R.F., E.L.D. and L.G.B.G.; data curation, A.C.A.C. and L.H.Q.; writing—original draft preparation, A.C.A.C. and L.H.Q.; writing—review and editing, A.C.A.C., L.H.Q., S.R.F., D.B.A., M.P.C. and L.G.B.G.; visualization, A.C.A.C., L.H.Q. and S.R.F.; supervision, L.H.Q., S.R.F. and E.L.D.; project administration, L.H.Q.; funding acquisition, L.H.Q., S.R.F. and E.L.D. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

The study was conducted in accordance with the ethics principles of the Brazilian College of Animal Experimentation (COBEA) and approved by the Animal Experimentation Ethics Committee of the School of Dentistry and Veterinary Medicine of Araçatuba, UNESP (Process No. 00858-2012 and 00902-2016).

Informed Consent Statement

Not applicable.

Data Availability Statement

The original contributions presented in this study are included in the article. Further inquiries can be directed to the corresponding author(s).

Conflicts of Interest

The authors declare no conflicts of interest.

Funding Statement

This research was funded by Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)—grant number 2008/00976-0 and 2007/01843-0 and Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)—grant number 578281/2008-2. Data analysis and publication were supported by LGBG FAPESP 2022-13054-0. Scholarships: A.C.A.C.—CNPq 102474/2022-2 and FAPESP 2024-08821-8; M.C.L.—FAPESP (04/12793-6); E.C.S.—FAPESP (2008/08423-0); M.S.L.—CNPq technical assistance (grant number 578281/2008-2), S.V.I.—FAPESP (2008/00976-0). M.P.C. was supported by the Fund to Support Teaching, Research and Extension (FAEPEX/UNICAMP) (grant #2502/24). L.G.B.G. is supported by Young Research Project FAPESP 2022/13054-0. A.C.A.C. is currently supported by Young Research Project FAPESP 2024/10801-5.

Footnotes

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Associated Data

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Supplementary Materials

viruses-17-01063-s001.zip (701.7KB, zip)

Data Availability Statement

The original contributions presented in this study are included in the article. Further inquiries can be directed to the corresponding author(s).


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