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A total of 3334 bat fecal samples were collected from various sites in 17 counties in Kenya between 2012 and 2015 (Figure 1) and preserved in RNALater solution. We identified 8 virus families including;Astroviridae, Adenoviridae, Caliciviridae, Coronaviridae, Flaviviridae, Paramyxoviridae, Polyomaviridae and Reoviridae (Table 1). We did not detect filoviruses in any of the samples. The Coastal region of Kenya had the richest diversity since all the 8 virus families were detected. Virus families CoVs, AstVs, ADVs and PMVs were most spatially distributed as they occurred in all the 5-former provincial regions. For the first time in Kenya, AstVs and CalVs were detected in bats, while new genotypes of RVA are reported in R. aegyptiacus and T. mauritianus.
Locations (County) Bat species sampled in County Astroviruses Calicivirus Coronavirus Paramyxovirus Rotavirus +ve/ Tested Species positive +ve/ Tested Species positive +ve/ Tested Species positive +ve/ Tested Species positive +ve/ Tested Species positive Kilifi C. cor, E. helvum, R. aegyptiacus, Rh. fumigatus, M. minor, C. afra, Tr. affer, H. caffer, Ch. pumilus. 25/156 E. helvum (9), C. cor (7), R. aegyptiacus (6), T. affer (2), M. minor (1). 0/156 6/226 E. helvum 2/360 E. helvum 0/156 Kwale R. aegyptiacus, Rh. fumigatus, Ta. mauritianus., H. vittatus, H. gigas, H. commersonii, C. afra, M. minor. 23/95 T. Mauritianus (5), H. commersonii (7), C. afra (9), M. minor (2) 1/95 R. aegyptiacus 9/175 R. aegyptiacus 19/384 T. Mauritianus (3), C. afra (6), H. vittatus (10) 1/95 T. mauritianus Mombasa E. helvum 0/10 0/10 1/14 E. helvum 0/24 0/10 Taita Taveta H. caffer, Ep. minimus. 0/20 0/20 2/33 H. caffer 2/43 H. caffer 0/20 Baringo Ep. minor, M. condylurus, Ch. pumulis. 0/20 0/20 0/45 1/45 M. condylurus 0/20 Kericho Rh. eloquens, C. arfa, M. minor, H. ruber. 5/13 M. minor 0/13 5/44 M. minor 0/44 0/13 Migori T. aegyptiaca, Ch. Pumilus, C. afra, Rh. fumigatus, M. condylurus 7/75 C. afra (4), Ch. pumilus (3) 0/75 6/180 M. condylurus (1), Ch. Pumilus (5) 0/180 0/75 Kajiado O. martiensseni 0/60 0/60 22/150 25/150 0/60 Kisii E. helvum 9/135 0/135 20/185 1/185 0/135 Busia C. afra, Rh. landeri, M. condylurus, Ch. pumilus 14/155 C. afra (12), Ch. pumilus. (1), M. condylurus (1) 0/155 3/230 M. condylurus (2), Rh. Landeri (1) 3/230 C. afra 0/155 Vihiga E. helvum 0/10 0/10 1/25 0/25 0/10 Kisumu E. helvum 0/15 0/15 0/45 0/45 0/15 Trans-Nzoia R. aegyptiacus 5/35 R. aegyptiacus 0/35 0/75 0/75 0/35 Nakuru M. minor, My. tricolor, Rh. fumigatus, C. afra, H. caffer. 24/40 M. minor (22), My. tricolor (2) 0/40 0/115 3/115 M. minor 0/40 Marsabit M. condylurus, T. aegyptiaca, Ch. pumilus 0/40 2/40 M. condylurus 0/95 0/95 0/40 Kitui Rh. fumigatus, H. caffer, M. condylurus, T. aegyptiaca, Ch. pumilus. 0/48 0/48 2/107 Rh. Fumigatus (1), H. caffer (1) 1/107 M. condylurus 0/48 To be continued Table 1. Results summary of virus screening in Kenyan bat fecal samples
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We detected two rotaviruses closely related to group A rotaviruses in two different bat species from two populations that are geographically far from each other, specifically 2980/BatRVA-R. aegyptiacus in Meru and 322/BatRVA-Taphozous mauritianus bat in Kwale region. Phylogenetic analysis based on the partial sequence of VP6 gene revealed that 2980/BatRVA was more closely related to a human RVA strain (G3P[2]) isolated from Kenya in 1997 (Ghosh et al., 2011), while 322/BatRVA was closely related to a human RVA strain (G6P[14]) isolated in Belgium in 1997 (Matthijnssens et al., 2008) (Figure 2). Based on RotaC analysis, the genotypes for the VP6 of 322/BatRVA and 2890/BatRVA were I2 and I16 respectively. On sequence similarity comparison, the partial sequences of 2980/BatRVA and 322/BatRVA were seen to have nucleotide sequence similarities ranging from 69.67 to 87.6% and 69.07 to 94.68% with selected representative sequences of human and animal rotavirus A. The two sequences shared a 79.59% nucleotide similarity to each other and 79.86% and 79.25% nt similarity to the previously reported Eidolon helvum-derived RVA-KE4852/07 from Kenya (Supplementary Table S2).
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Coronavirus RNA was detected in 3.97% of samples (80 out of 2,014) tested and were present in all the sampled provinces. To determine virus diversity, we carried out a phylogenetic analysis based on a 440 bp fragment of the RNA-dependent RNA-polymerase (RdRp) gene region.Figure 3 shows a maximum likelihood phylogeny of our CoV sequences reconstructed with other previously identified CoVs from animals and humans from the GenBank. The BtCoVs clustered within the alphacoronavirus and betacoronavirus groups. In the alphaco ronavirus group, the viruses detected in this study were mapped into 6 clusters five of which had host restriction and the other one had mixed host species. The cluster with mixed host species included Rhinolophus and Hipposideros bats, two genera that previously were classified within the same family (Teeling et al., 2005). In the betacoronavirus group, two of the clusters were HKU-9 related CoVs while the third formed a branch related to the SARS-L CoVs denoting it as a distant relative of severe acute respiratory syndrome (SARS) CoV.
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Novel strains of caliciviruses were detected in two sites; Kilifi and Marsabit that are geographically distant and ecologically different, in two bat genera;Mops species and R. aegyptiacus. The sequences were identified as sapoviruses on the basis of Blastx analysis of the protein database. Two sequences derived from M. condylurus bats (2228/BtCalV/Mops and 2255/BtCalV/Mops) shared 100% amino acid sequence similarity and a 57.77% amino acid sequence similarity with the 22/BtCalV/R. aegyptiacus (Supplementary Table S3). Viruses (2228/ BtCalV/Mops and 2255/BtCalV/Mops were identical sequences originating from the same colony site. These two sequences from Mops spp had 21.11%–64.44% nucleotide sequence identity to other members of the sapovirus group available in the GenBank while sample 22/R. aegyptiacus/BtCalV had 26.66%–55.55% sequence similarity. Upon phylogenetic analysis, the three BtCalVs detected in this study clustered with other reported bat sapoviruses; however, 22/R. aegyp tiacus/BtCalV formed an independent branch, indicating higher variability (Figure 4).
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A total of 132 samples tested positive for astroviruses (12.83% positive rate) with two samples from E. helvum bat having co-infection with two variant strains. The sequences revealed a noteworthy viral diversity in the astroviruses present in bats in Kenya. All bat taxa screened in this study were found to harbor astroviruses except Epomophorus species, an observation that may be attributed to low sample numbers for this group. To the best of our knowledge this is the first reporting of bat astroviruses in Kenya as well as first detection of astroviruses in E. helvum, R. aegyptiacus, Cardioderma cor, Coleura afra, Chaerophon pumilis, Triaenops affer and M. condylurus. A phylogenetic analysis of the partial RdRp gene (350 nt) showed that the viral sequences detected in the Kenyan bats clustered together with the other reported bat astroviruses (Supplementary Figure S1) from Asia and Europe (Chu et al., 2008; Drexler et al., 2011; Hu et al., 2014; Kemenesi et al., 2014). The BtAstVs detected in Kenya were found to be very diverse with sequences clustering within several clades of the phylogenetic tree (Supplementary Figure S1). Further sequence comparison showed that the nucleotide identities among the Kenyan-BtAstVs ranged between 25.77 to 83.16%.
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Analysis of bat derived adenovirus sequences from this study alongside those available in the GenBank clustered the 26 identified Kenyan-BtADVs within the bat Mastadenovirus genus (Supplementary Figure S2). The sequences occurred in 5 different clusters with cluster 1 comprising entirely of Kenyan bat-ADVs from R. aegyptiacus, E. helvum, C. afra and Otomops martiensenii. Cluster 2 comprised of two sequences from E. helvum that formed a clade with human ADV3/E and chim panzee/Simian ADV. These two sequences were identical (100% nt identities) and had 67.14% to 71.49% nt identities with members of the phylogenetically related taxa. Clusters 3, 4 and 5 were closely related to other reported bat-derived taxa and were obtained from Rhinolophus species, C. cor, Miniopterus spp and C. afra.
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We detected 57 paramyxovirus sequences from 5 different bat species, a positive rate of 2.4%. These viruses were found in three of the five regions sampled (Table 1), with the coastal region displaying the highest positive rates. On phylogenetic reconstruction of our sequences with other detected animal and human paramyxoviruses, our viruses clustered into three distinct groupings (Supplementary Figure S3). Cluster 1 comprised of viruses derived from different bat host species and was grouped within the Jeilong-related paramyxoviruses group. Clusters 2 and 3 comprised of viruses detected in E. helvum and fell within the Rubula-related and Henipa-related virus clusters. BtPMV3851, which clustered within the Henipa-related bat-PMV group, shared 97.85% nt identity with a BatPMV detected in the urine of E. helvum bush-meat isolated in DRC in 2009 (Accession number HE647836.1).
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Polyomaviruses sequences were detected in four bat species tested;O. martiensenni, E. helvum, Myotis tricolor and Miniopterus minor. The positive rate was 1.65% much lower in comparison to the 11.8% positive rate reported by Tao et al. (2013) in a study of PYVs in Kenyan bats. Result of Blastn and phylogenetic analysis showed that most of the detected viruses were closely related to other reported bat polyomaviruses (Supplementary Figure S4). The virus sequences formed six separate clusters with 5 being closely related to other bat polyomaviruses and one cluster showing a distant relationship with non-human primate derived sequences.
Two flavivirus sequences were detected in E. helvum bats in the coastal region of Kenya. The nucleotide sequences were most closely related to Jugra and Bagaza viruses (88%–89% nt similarities) upon GenBank searches as well as phylogenetic analysis.
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Figure S1. Phylogenetic tree of astroviruses. Phylogenetic tree of bat-astroviruses based on partial RdRp gene sequence (350 nt). The BtAstVs detected in this study are shown in boldface and denoted with a diamond node marker (◆). Taxon labels containing the label “(n)*” represent a clade with ‘n’ number of sequences collapsed for ease of visualization of the tree. Detected taxa are named in the following pattern: Virus strain/Identification code/Bat Host species/Country/Specific collection location/Year of collection.
Figure S2. Phylogenetic tree of adenoviruses. Maximum likelihood tree of adenoviruses based on partial polymerase gene sequence (207 nt). The bat adenoviruses detected in this study are shown in boldface and denoted with a diamond (◆) on the node marker. Detected taxa are named in the following pattern: Virus strain/Identification code/Bat Host species/Country/Specific collection location/Year of collection. All ADVs detected in this study were found to be Mastadenoviruses.
Figure S3. Phylogenetic tree of paramyxovirus. Maximum likelihood tree of paramyxoviruses based on partial polymerase gene sequence (409 nt). The BtPMVs detected in this study are shown in boldface and denoted with a diamond (◆) on the node marker. Taxon labels containing the label “(n)*” represent a clade with ‘n’ number of sequences collapsed for ease of visualization of the tree. Detected taxa are named in the following pattern: Virus strain/Identification code/Bat Host species/Country/Specific collection location/Year of collection.
Target virus
namePrimer name Primer sequence (5'–3') Final amplicon
size (nt)Reference Adenovirus Round 1 POLF1 CAGCCKCKQTTRTGYAGGGT 250 bp Li Yan et al., 2010 POLR1 GCHACCATYAGCTCCAACTC Round 2 POLF2 GGGCTCRTTRGTCCAGCA POLR2 TAYGACATCTGYGGCATGTA Astrovirus Round 1 AstroFWD1 GARTTYGATTGGRCKCGKTAYGA 422 bp Chu et al., 2008 AstroFWD2 GARTTYGATTGGRCKAGGTAYGA AstroRVS1 GGYTTKACCCACATNCCRAA Round 2 AstroFWD3 CGKTAYGATGGKACKATHCC AstroFWD4 AGGTAYGATGGKACKATH CC AstroRVS1 GGYTTKACCCACATNCCRAA Calcivirus Cal-P289 TGACAATGTAATCATCACCATA 319-331bp Jiang et al., 1999 Cal-P290 GATTACTCCAAGTGGGACTCCAC Coronavirus Round 1 CoV-FWD3 GGTTGGGAYTAYCCHAARTGTGA CoV-RVS3 CCATCATCASWYRAATCATCATA 440 bp Modified from Watanabe
et al., 2010Round 2 CoV-FWD4/
BatGAYTAYCCHAARTGTGAYAGAGC CoV-RVS3 CCATCATCASWYRAATCATCATA Flavirirus Round 1 Flavi1+ GAYYTIGGITGYGGIIGIGGIRGITGG Flavi1– TCCCAICCIGCIRTRTCRTCIGC Round 2 Flavi2+ YGYRTIYAYAWCAYSATGGG 141 bp Sanchez-seco et al., 2005 Flavi2– CCARTGITCYKYRTTIAIRAAICC Filovirus Round 1 FiloNPF1 TGGCARTCRGTIGGACAYATGATGGT 391 bp In- house designed FiloNPF2 TGGCTYACYACAGGYCAYATGAAAGT FiloNPR1 TRATYTCRTTYTTITTCTGITGGAA FiloNPR2 TGATCTCATTTTTCCGGGAGTGGAA FiloNPR3 TGATYTCAGTYTTYTGAAGITGGAA Round 2 FiloNPF3 TGGTIGCIGGICAYGATGCIAAYGA FiloNPF4 TGGTGACAGGTCATGATGCMTATGA FiloNPR4 TCAGCYTCAGTAGCAGCCTCAC FiloNPR5 TCRGCYTCAGTKGCWGCITCTC FiloNPR6 TCYGCATCATGTGCIGCCTCTC Paramyxovirus Round 1 PAR-F1 GAAGGITATTGTCAIAARNTNTGGAC 561 bp Tong et al., 2008 PAR-R GCTGAAGTTACIGGITCICCDATRTTNC Round 2 PAR-F2 GTTGCTTCAATGGTTCARGGNGAYAA PAR-R GCTGAAGTTACIGGITCICCDATRTTNC Polyomavirus Round 1 VP1/lf CCAGACCCAACTARRAATGARAA 249–273 bp Johne et al., 2005 VP1/1r AACAAGAGACACAAATNTTTCCNCC Round 2 VP1/2f ATGAAAATGGGGTTGGCCCNCTNTGY
AARGVP1/2r CCCTCATAAACCCGAACYTCYTCHAC
YTGRotavirus Round 1 VP6-F GACGGVGCRACTACATGGT 1356 bp Matthijnssens et al., 2006 GTCCAATTCATNCCTGGTGG Table S1. Table showing the primer sets used in the study
322BatRVA/T. affer/KEN/2015 2980BatRVA/R. aegyptiacus/KEN//2015 Percentage nt similarities (%) 322BatRVA/Taphozous affer/KEN/Kwale/2015 2980BatRVA/Rousettus aegyptiacus/KEN/Meru/2015 79.59 GU983675.1|_Rotavirus_A_bat/4852/Kenya/2007 79.86 79.25 KX268791.1|_Rotavirus_A_isolate_Bat-wt/CMR 74.01 73.75 KX268780.1|_Rotavirus_A_isolate_Bat-wt/CMR 80.12 79.59 KX268769.1|_Rotavirus_A_isolate_Bat-wt/CMR 74.1 73.84 KX268758.1|_Rotavirus_A_isolate_Bat-wt/CMR 73.84 73.75 KX268747.1|_Rotavirus_A_isolate_Bat-wt/CMR 73.84 73.75 KJ020894.1|_Rotavirus_A_isolate_RVA/Bat-tc/CHN 79.51 81.16 HM627557.1|_Human_rotavirus_A_strain_B10 80.64 87.61 EF554119.1|_Rotavirus_A_strain_RVA/Human-wt/BEL 94.68 80.12 KP882661.1|_Rotavirus_A_strain_RVA/Human-wt/GHA 94.42 80.03 KP882738.1|_Rotavirus_A_strain_RVA/Human-wt/KEN 79.16 79.59 K02086.1|RO2SEG6_Human_Wa_rotavirus 79.25 78.11 AY787645.1|_Human_rotavirus_A_strain_TB-Chen 85.52 79.77 DQ146664.1|_Rotavirus_A_strain/Human-wt/BGD/Dhaka12 79.33 79.33 DQ146702.1|_Rotavirus_A_strain_RVA/Human-tc/THA 79.94 81.95 DQ490555.1|_Rotavirus_A_strain_RVA/Human-wt/BGD 92.15 81.16 DQ870507.1|_Rotavirus_A_strain_RVA/Human-tc/USA 86.13 80.03 EF554086.1|_Rotavirus_A_strain_RVA/Human-wt/BEL 91.8 80.9 EF583048.1|_Rotavirus_A_strain_RVA/Human-tc/GBR 78.63 78.55 AY594670.1|_Rotavirus_strain_TUCH-Rhesus 80.73 81.95 FJ422136.1|_Rotavirus_A_strain_RVA/Rhesus-tc/USA 93.11 80.29 X69487.1|_Rotavirus_A_Porcime strain YM 79.68 77.76 KP753064.1|_Rotavirus_A_strain_RVA/Pig-wt/ZAF 93.19 80.55 AF317123.1|_Porcine_rotavirus 79.33 76.89 KJ752065.1|_Rotavirus_A_strain_RVA/Cow-wt/ZAF 94.42 79.94 GU384194.1|_Bovine_rotavirus_A_isolate_DQ-75 93.28 79.59 FJ495131.1|_Rotavirus_A_strain_RVA/Antelope-wt/ZAF 94.5 79.94 FJ347126.1|_Rotavirus_A_strain_RVA/Guanaco-wt/ARG 91.89 80.2 D82970.1|RO1ICPVP6A_Chicken Rotavirus A 69.31 67.91 D16329.2|AROVP6_Avian_rotavirus_A 70.18 70.09 U65988.1|MRU65988_Murine_rotavirus A 79.07 78.11 AB971764.1|_Rotavirus_A_strain:RVA/SugarGlider-tc/JPN 78.46 80.38 Table S2. Nucleotide sequence identity comparison for members of the Rotavirus A group
CalV22/R. aegyptiacus/ KEN/Klf/2015 CalV2228/Mops condylurus/KEN/Mars/
2015CalV2255/Mops condylurus/KEN/Mars/
2015Percentage nt similarities (%) CalV22/R. aeg/KEN/Klf/2015 CalV2228/Mops/KEN/Mar/2015 68.13 CalV2255/Mops/KEN/Mar/2015 68.13 100 AAA47285.1|Rabbit Hemorrhagic DV 61.53 51.64 51.64 AAB50465.1|Norwalk Virus 41.75 40.65 40.65 AAA92983.1|Southampton virus 41.75 40.65 40.65 CAA93445.1|European brown hare syndrome virus 61.53 52.74 52.74 AAB97767.2|Hawaii Calicivirus 46.15 49.45 49.45 AAA96501.2|San Miguel sea lion virus 54.94 49.45 49.45 AAL99277.1|Calicivirus NB 52.74 49.45 49.45 AAT39864.1|Porcine enteric CalV 60.43 64.83 64.83 AAY60849.1|Nebovirus Newbury 1 52.74 50.54 50.54 ABD16233.1|Porcine sapovirus 65.93 71.42 71.42 ABO43773.1|Porcine enteric sapovirus 65.93 70.32 70.32 ACB38131.1|Tulane virus 38.46 34.06 34.06 ACJ63217.1|Pig sapoviris/NLD 53.84 56.04 56.04 ACQ44561.1|Pig calicivirus/CAN 38.46 38.46 38.46 ACQ44563.1|Pig calicivirus/CAN 38.46 38.46 38.46 ACZ69384.1|Swine sapovirus/BR 50.54 52.74 52.74 AFH89833.1|Turkey calicivirus 54.94 50.54 50.54 AFH89835.1|Chicken calicivirus 53.84 48.35 48.35 AFJ39353.1|Bat sapovirus TLC39/HK 68.13 74.72 74.72 AFJ39355.1|Bat sapovirus TLC58/HK 68.13 74.72 74.72 AFM93994.1|Recovirus/Bangladesh 43.95 39.56 39.56 AID54988.1|BatCalV/M63/HUN/2013 67.03 78.02 78.02 AID54989.1|Bat Calicivirus/HUN 32.96 27.47 27.47 AJA31687.1|Porcine sapovirus/ETH 61.53 67.03 67.03 AJA31689.1|Porcine sapovirus/ETH 40.65 42.85 42.85 AGH15844.2|Swine sapovirus/USA 57.14 57.14 57.14 Table S3. Percentage amino acid sequence similarity of detected BtCalV with other representative caliciviruses
Molecular detection of viruses in Kenyan bats and discovery of novel astroviruses, caliciviruses and rotaviruses
- Received Date: 09 December 2016
- Accepted Date: 15 February 2017
- Published Date: 06 April 2017
Abstract: This is the first country-wide surveillance of bat-borne viruses in Kenya spanning from 2012-2015 covering sites perceived to have medium to high level bat-human interaction.The objective of this surveillance study was to apply a non-invasive approach using fresh feces to detect viruses circulating within the diverse species of Kenyan bats.We screened for both DNA and RNA viruses; specifically,astroviruses (AstVs),adenoviruses (ADVs),caliciviruses (CalVs),coronaviruses (CoVs),flaviviruses,filoviruses,paramyxoviruses (PMVs),polyomaviruses (PYVs) and rotaviruses. We used family-specific primers,amplicon sequencing and further characterization by phylogenetic analysis.Except for filoviruses,eight virus families were detected with varying distributions and positive rates across the five regions (former provinces) studied.AstVs (12.83%),CoVs (3.97%),PMV (2.4%),ADV (2.26%),PYV (1.65%),CalVs (0.29%),rotavirus (0.19%) and flavivirus (0.19%).Novel CalVs were detected in Rousettus aegyptiacus and Mops condylurus while novel Rotavirus-A-related viruses were detected in Taphozous bats and R.aegyptiacus.The two Rotavirus A (RVA) strains detected were highly related to human strains with VP6 genotypes I2 and I16.Genotype I16 has previously been assigned to human RVA-strain B10 from Kenya only,which raises public health concern,particularly considering increased human-bat interaction. Additionally,229E-like bat CoVs were detected in samples originating from Hipposideros bats roosting in sites with high human activity.Our findings confirm the presence of diverse viruses in Kenyan bats while providing extended knowledge on bat virus distribution.The detection of viruses highly related to human strains and hence of public health concern,underscores the importance of continuous surveillance.