Abstract
Background
Nipah virus (NiV) infection causes encephalitis and has > 75% mortality rate, making it a WHO priority pathogen due to its pandemic potential. There have been NiV outbreak(s) in Malaysia, India, Bangladesh, and southern Philippines. NiV naturally circulates among fruit bats of the genus Pteropus and has been detected widely across Southeast and South Asia. Both Malaysian and Bangladeshi NiV strains have been found in fruit bats in Thailand. This study summarizes 20 years of pre-emptive One Health surveillance of NiV in Thailand, including triangulated surveillance of bats, and humans and pigs in the vicinity of roosts inhabited by NiV-infected bats.
Methods
Samples were collected periodically and tested for NiV from bats, pigs and healthy human volunteers from Wat Luang village, Chonburi province, home to the biggest P. lylei roosts in Thailand, and other provinces since 2001. Archived cerebrospinal fluid specimens from encephalitis patients between 2001 and 2012 were also tested for NiV. NiV RNA was detected using nested reverse transcription polymerase chain reaction (RT-PCR). NiV antibodies were detected using enzyme-linked immunosorbent assay or multiplex microsphere immunoassay.
Results
NiV RNA (mainly Bangladesh strain) was detected every year in fruit bats by RT-PCR from 2002 to 2020. The whole genome sequence of NiV directly sequenced from bat urine in 2017 shared 99.17% identity to NiV from a Bangladeshi patient in 2004. No NiV-specific IgG antibodies or RNA have been found in healthy volunteers, encephalitis patients, or pigs to date. During the sample collection trips, 100 community members were trained on how to live safely with bats.
Conclusions
High identity shared between the NiV genome from Thai bats and the Bangladeshi patient highlights the outbreak potential of NiV in Thailand. Results from NiV cross-sectoral surveillance were conveyed to national authorities and villagers which led to preventive control measures, increased surveillance of pigs and humans in vicinity of known NiV-infected roosts, and increased vigilance and reduced risk behaviors at the community level. This proactive One Health approach to NiV surveillance is a success story; that increased collaboration between the human, animal, and wildlife sectors is imperative to staying ahead of a zoonotic disease outbreak.
Supplementary Information
The online version contains supplementary material available at 10.1186/s42522-021-00044-9.
Keywords: Nipah virus, Outbreak, Thailand, One health, Surveillance, Pteropus
Introduction
First identified during an outbreak in Malaysia in humans and swine in 1998, Nipah virus (NiV) is an emerging bat-borne zoonotic paramyxovirus that continues to re-emerge in humans in the South Asian region. NiV infection causes encephalitis and has > 75% mortality rate making it a World Health Organization (WHO) priority pathogen due to its pandemic potential [1–3]. Viral transmission of NiV to humans is either via contact or consuming blood or meat of an infected intermediary host (such as swine, horse), or directly through consumption of raw date-palm sap contaminated with bat excreta or consumption of fruits contaminated with saliva at the surface that were bitten by bats. Secondary transmission of NiV, i.e. human-to-human transmission, especially nosocomial transmission in different hospitals, or religious places have been reported in India and Bangladesh [4–8].
The natural reservoir of NiV is fruit bats of the family Pteropodidae. Thus, delving into their ecology and migration patterns, as well as surveillance studies at the bat-human interface near their roosts is central to understanding and staying ahead of a NiV outbreak [3, 9]. Pteropus hypomelanus and P. vampyrus were initially the putative natural reservoirs for NiV during the Malaysian outbreak in 1998. NiV has been detected in fruit bats, either by virus isolation or viral RNA from Malaysia, Bangladesh, India, Cambodia, Thailand, Indonesia, and East Timor [10–12]. NiV was then isolated from a P. lylei (or Lyle’s flying fox) bat roost in western Cambodia in 2000 [2, 13], and in Thailand in 2002, where viral RNA was detected by nested reverse transcription polymerase chain reaction (RT-PCR) and NiV IgG antibodies were detected in blood (9.3%) [2]. Additionally, serological evidence of NiV (or cross-reacting Nipah-like viruses) has been reported in bats from other families such as Scotophilus kuhlii, Hipposideros Pomona, and H. larvatus [2, 14, 15].
Diverse lineages of NiV have been detected across Asia [9]. Phylogenetic groups, or strains, of NiV has been labeled based on the country of the first outbreak and subsequently characterized as either Malaysia strain (NiV-MY) or Bangladesh strain (NiV-BD). Infectivity and pathogenicity of the two strains have been reported to be different in humans and experimented animals [16–22]. Additionally, it has been reported that clinical signs and viremia were undetectable, with very low levels of neutralizing antibody titers, in a study where pigs were inoculated with NiV-BD, unlike the response seen with NiV-MY infection. This suggests asymptomatic NiV-BD infected pigs could spread the virus undetected to susceptible pen mates, highlighting the need for continued and enhanced NiV surveillance in pigs in endemic regions [23].
NiV infection in humans or pigs in Thailand has not been reported to date (Thailand’s Ministry of Public Health (MOPH), Department of Livestock Development (DLD)). Both NiV-BD and NiV-MY strains have been detected in bats in Thailand. NiV-BD has been found in P. lylei roosting in central region of Thailand [2, 24]. NiV-MY was detected in P. hypomelanus in Southern Thailand, bordering Malaysia, thus NiV in fruit bats in Thailand is not limited to the central region or specific Pteropus species [16]. Genetic relationship amongst the Lyle’s Flying Fox populations were also examined in Central Thailand, which showed high levels of gene flow between the P. lylei colonies, and a high level of haplotype diversity in P. lylei population [25]. This extensive connectivity of P. lylei populations may help explain the continued circulation of NiV in P. lylei within 7 provinces in central Thailand [24].
GPS tracking of P. lylei bats between temples and orchards in central Thailand found that the maximum linear distances between day roosts and foraging areas varied greatly between individuals (2.2–23.6 km) but were similar between seasons [26, 27]. Knowledge of longitudinal, or seasonal patterns of NiV shedding in Pteropus bats can facilitate better understanding of the dynamics of NiV transmission. It was noted that viral shedding peaked in May at all sites, which coincided with physical separation between the mother and offspring [24]. In the last two decades, roost sites and population of Lyle’s Flying Fox has increased dramatically, from 16 roosts and 37,837 bats in 2004 to 30 roosts and 75,016 individual bats in 2017 [28].
Active One Health surveillance of NiV has been conducted in bats, humans, and pigs in Thailand since 2001 in collaboration with several laboratories and universities, the Ministry of Public Health, Ministry of Agriculture and Cooperatives, and Ministry of Natural Resources and Environment. This study reports on both published and previously unpublished results from 20 years of One Health surveillance in areas at high-risk of NiV emergence in Chonburi province, Thailand (Table 1). Chonburi province is where NiV was first found in P. lylei bat in 2003 and is home to the biggest P. lylei roost in communal property [2, 28]. Specimens were collected using a triangulated surveillance approach, with bats, pigs and humans sampled at the same location during 2003–2020 and tested for NiV viral RNA and NiV antibodies. Additionally, we describe educational tools used to raise community awareness regarding bats and their roles as hosts for NiV and ways to mitigate against NiV exposure.
Table 1.
Year | Activity & Findings | Reference |
---|---|---|
HOST: BATS | ||
2000–2018 |
An assessment of the niche centroid hypothesis: P. lylei (Chiroptera) • We were unable to identify relationships between patterns of abundance using coarse-scale environmental variables but were able to identify relationships at a finer scale. |
[29] |
2002–2004 |
Surveillance of NiV in bats in 9 provinces of Thailand, 1304 bats (12 species) were tested for PCR and serology. • IgG Antibody seropositive: 7.8% (9.3% for P. lylei) • PCR positive: - Pooled saliva: 2/142 - Pooled urine: 6/142 |
[2] |
2005–2007 |
Surveillance of NiV in pooled urine collected under roosts of P. lylei bats in 7 provinces in central plains of Thailand • NiV PCR positive from bat urine collected from all 7 provinces. • Seasonal prevalence transmission was found in April and May |
[24] |
2008–2012 |
Annually collected bat pooled urine specimens from Chonburi • NiV PCR positive was found in pooled urine ever year • % positive varied between 0 and 26% depending on number of samples collected, month. Note: there was possibility of duplicate positive from the same plastic sheet (urine from same bat could have been collected) |
This study |
2010–2011 |
Surveillance of NiV in pooled urine of P. hypomelanus bats in southern Thailand • NiV-MY strain was found in P. hypomelanus (PCR and sequencing). |
[16] |
2012 |
Monthly capture of P. lylei bats at 2 pig farms and bat roost (Fig. 1c). NiV-PCR and serology conducted • PCR positive bat saliva samples found in samples collected during Mar to Jul, highest number of positives in April. • NiV IgG antibody was found from bat throughout the year, except Jan (low number of tested bats) |
This study |
2012 |
High-Resolution GPS Tracking of Lyle’s Flying Fox Between Temples and Orchards in Central Thailand • Maximum linear distances between day roosts and foraging areas varied greatly between individuals (2.2–23.6 km) but were similar between seasons. |
[26] |
2014 |
Genetic diversity and relationships among Lyle’s flying fox colonies in Thailand • The sequence data suggested that the overall P. lylei population has high levels of haplotype diversity, which may reflect genetic exchange during P. lylei movement. These results will help manage populations and assess the risk of outbreaks of NiV carried by Lyle’s flying fox. |
[25] |
2015 |
Spatial characterization of colonies of the flying fox bat, a carrier of NiV in Thailand • Passive and active surveillance programs should be prioritized around Bangkok, particularly on farms with low biosecurity, close to water, and/or on which orchards are concomitantly grown. • Integration of human and animal health surveillance should be pursued in these same areas. • Such proactive planning would help conserve Lyle’s flying fox colonies and should help prevent zoonotic transmission of NiV and other pathogens. |
[27] |
2015–2016 |
Assessing the distribution, roosting site characteristics, and population of P. lylei in Thailand • The field survey validated the results of the questionnaire, with 67.65% of respondents correctly identifying P. lylei in their area • There were 30 roosting sites (8 new roosts), a total population of 75,016 bats, and a total roosting area of 1,328,720 m2 • Our results confirm that close proximity between P. lylei and human populations is common. |
[28] |
2015–2016 |
Patch metrics of roosting site selection by Lyle’s flying fox (P. lylei) in a human-dominated landscape in Thailand • The most suitable habitat areas for Lyle’s flying fox were associated with low patch contiguity, which was the most important spatial parameter affecting roosting site location |
[30] |
2016–2020 |
Annually collected bat pooled urine specimens from Chonburi • Whole genome of NiV was successfully sequenced from urine specimens collected from Chonburi in 2017. • NiV PCR positive was found in pooled urine ever year • % positive varied between 0 and 11.32% depending on number of samples collected, month. Note: there was possibility of duplicate positive from the same plastic sheet (urine from same bat could have been collected) |
This study |
HOST: PIGS | ||
2001 - present |
Annual NiV serosurveillance in pigs (4000–5000 pigs sampled each year) • All pigs seronegative to date |
National surveillance; DLD database |
2011–2012 |
A total of 246 pigs were sampled (246 nasal swabs, 233 serum samples) from 9 pig farms in Chonburi and Prachin Buri provinces where pig farms located close to (within 30 km radius) bat colonies where previously NiV-positive bats were found • All nasal swabs tested negative for NiV RNA using PCR • All pig sera tested negative for NiV antibody using ELISA |
This study |
2016–2017 |
A total of 1348 pigs were sampled from 36 pig farms on 3 sampling trips, in May 2016 (434 pigs), November 2016 (439 pigs), and February 2017 (475 pigs) in Chonburi and Chachoengsao provinces. • All pig nasal swabs tested negative for NiV by PCR at the National Institute of Animal Health (NIAH) laboratory under the Department of Livestock and Development, Ministry of Agriculture and Cooperatives, Thailand. • NiV IgG antibodies were not tested in specimens from these sampling trips |
This study |
2019 |
A spatial assessment of Nipah virus transmission in Thailand pig farms using multi-criteria decision analysis • We believe that risk-based surveillance in the identified priority areas may increase the chances of finding NiV and other bat-borne pathogens and thereby optimize the allocation of financial resources for disease surveillance. • In the long run, improvements of biosecurity in those priority areas may also contribute to preventing the spread of potential emergence of NiV and other bat-borne pathogens. |
[31] |
2020 |
A ‘what-if’ scenario: Nipah virus attacks pig trade chains in Thailand • The risk of NiV dissemination through pig movement networks in Thailand is low but not negligible. • The risk areas identified in our study can help the veterinary authority to allocate financial and human resources to where preventive strategies, such as pig farm regionalization, are required and to contain outbreaks in a timely fashion once they occur. |
[32] |
HOST: HUMAN - Patient | ||
2001–2012 |
Archived CSF specimens from encephalitis patients admitted at the King Chulalongkorn Memorial Hospital were tested for NiV PCR • CSF from 232 encephalitis patients tested negative for NiV PCR |
This study |
HOST: HUMAN – Healthy Volunteers from high-risk community | ||
Nov-Dec 2010 |
A total of 418 serum of local residents (voluntary participation; informed consent was sought) in Wat Luang village, Chonburi province, were collected where NiV-positive bats were previously found in the bat colonies • Blood samples were assayed for IgG antibodies using indirect ELISA against NiV-infected cell lysate. • No NiV-specific IgG antibodies were found. |
This study |
May 2017 & May 2018 |
Samples (oral swabs, urine, and serum) were tested for NiV and NiV antibodies in May 2017 and May 2018 (115 and 128 subjects were enrolled respectively) • All oral swabs and urine specimens tested negative for NiV using PCR. • All serum specimens tested negative for NiV antibodies using Luminex serology assay. |
This study |
Materials and methods
Sampling
Wat Luang village, Chonburi province was selected as the study site as it houses the biggest P. lylei colony in Thailand where > 10,000 and 7991 bats were found in 2006 and 2016, respectively [24, 28], and people in the community are considered high-risk for NiV infection due to the human-bat-pig interfaces (see Fig. 1). Sites within 30 km of Wat Luang were considered high-risk to account for the distance P. lylei travel to forage (at least 23 km) [26, 27]. This study was mainly a collaboration between the Faculty of Medicine & Faculty of Veterinary Science, Chulalongkorn University; Faculty of Forestry and Faculty of Veterinary Medicine, Kasetsart University; Department of Disease Control, MOPH; DLD under the Ministry of Agriculture and Cooperatives; and the Department of National Park, Wildlife and Plant Conservation (DNP) under the Ministry of Natural Resources and Environment.
Surveillance in bats
Pooled bat urine sampling
Pooled bat urine samples were collected almost every year since 2009 (except 2013–2015) using plastic sheets placed under bat roosting trees as previously reported [19, 24]. Thirty plastic sheets were placed under the trees; 2–4 sheets/tree depending on the number of bats at each spot. Each sheet was 1.5 × 1.5 m in dimension. One mL of urine was suctioned using cotton swab or sterile pasture pipette and added into 9 mL of NucliSENS Lysis buffer containing guanidine thiocyanate and Triton X-100 (bioMérieux, Marcy-l’Étoile, France). Total of at least 50 tubes of urine specimens were collected and placed in an insulated box packed with frozen refrigerant packs during each sampling trip and transported to the testing laboratory within 24 h.
Bat capture
P. lylei bats were captured two nights a month in 2012 at three sites: bat colony at Wat Luang temple, and 2 pig farms within 30 km of the temple (Fig. 1c). At least 10 bats from the bat colony were captured each visit, and bats at the pig farms were trapped using mist-nets on the same nights. Bats were not euthanized and were released after measurements were taken and samples were collected. Oral swab was collected from individual bats and immediately put into Lysis buffer (bioMérieux, Marcy-l’Étoile, France) for further testing for NiV RNA by nested RT-PCR. Blood was collected from bat wing vein for further serology testing for NiV antibody.
Surveillance in pigs
DLD conducts annual NiV serosurveillance in pigs (4000–5000 pigs sampled each year) from pig farms around the country since 2001. Additionally, in 2011–2012, pig sera and nasal swabs were collected from pig farms located within 23 km of Wat Luang temple by the team from Faculty of Veterinary Science, Chulalongkorn University. In 2016–2017, pig sera and nasal swabs were collected from farms within 30 km of Wat Luang temple by DLD. The samples were transported on ice to laboratory within 48 h. The samples were stored at -80 °C until further analysis. Pig nasal swabs were tested for NiV RNA by nested RT-PCR. Pig sera were tested for NiV antibody by enzyme-linked immunosorbent assay (ELISA).
Surveillance in humans
Patient samples: cerebrospinal fluid (CSF) specimens
Archived CSF specimens from 243 encephalitis patients admitted to the King Chulalongkorn Memorial Hospital between 2001 and 2012 were tested for NiV RNA using nested RT-PCR.
Human samples: serum, oral swab, and urine specimens
Blood, oral swabs, and urine samples were collected from healthy volunteers who worked, lived, or visited Wat Luang village in Chonburi province (Wat Luang) where NiV-infected bats were previously found [2, 24]. Only blood was collected from volunteers enrolled in 2010, while blood, oral swabs and urine samples were collected from volunteers in May 2017 and May 2018. Information sheet was provided, and consent forms were signed by the healthy volunteers before sample collection. Blood serum was used for antibody detection by ELISA or multiplex microsphere immunoassay (MMIA). Urine and oral swab samples were tested for NiV RNA using nested RT-PCR.
Thai Red Cross Emerging Infectious Diseases Health Science Centre (TRC-EID-HSC) further raised community awareness amongst the residents of Wat Luang village regarding bats and their roles as hosts of NiV and other bat-borne pathogens and provided ways to mitigate against NiV exposure. Educational booklet, “Living Safely with Bats”, a USAID-developed teaching aid tailored to the non-scientist population was translated and distributed by TRC-EID-HSC to Wat Luang village residents and Health Promoting Hospitals.
Laboratory testing
Nested RT-PCR to detect NiV RNA
Samples from bats, humans and pigs from this study were tested for NiV using the duplex-nested RT-PCR method. Briefly, total nucleic acid extraction was performed using the easyMAG kit (bioMérieux). NiV RNA was detected by nested RT-PCR using specific NiV primers previously described [33]. PCR positive specimens were further characterized for NiV sequence to identify viral strain using heminested RT-PCR. Heminested amplification was performed from the first-round PCR product and the nucleotide sequences of N-gene at positions 1197–1553 (according to GenBank Accession No. NC_002728) were analyzed as described previously [33].
Next generation sequencing (NGS) for whole genome sequencing (WGS)
Library preparation
The extracted nucleic acid previously positive by nested RT-PCR was treated with DNase I and used for DNA library preparation using TruSeq stranded total RNA library preparation kit. The prepared library was run with the MiSeq reagent kit V.3 (Illumina, USA) on the Illumina MiSeq machine. Two methods were used for WGS assembly:
Reference mapping analysis pipeline
The obtained nucleotide sequences were analyzed and mapped to the reference sequence followed by top-hit Blast result downloaded from GenBank. The WGS was assembled using Burrows-Wheeler Aligner (BWA) software [34], the consensus sequence was generated using SAMtools [35] and the WGS was visualized by Tablet, an NGS assembly visualizer [36].
Non-reference genome metagenomic analysis pipeline (NGMAP) from IDBA-UD toolkit for de novo assembly
The obtained nucleotide sequences were analyzed using NGMAP by de novo assembly and mapped to the reference sequence followed by top-hit de novo assembly result. The taxonomy for the contigs from the de novo assembly step were identified by BLAST tool. The WGS was assembled by Bowtie2 [37], consensus sequence generated using SAMtools [35], and the WGS was visualized by Tablet visualizer [36].
Phylogenetic analysis
NiV sequence data from surveillance and molecular detection between from 2002 to 2020 were combined for phylogenetic analyses. The WGS or partial genome was aligned using MAFFT [38]. Phylogenetic tree was constructed using the maximum-likelihood method, general time-reversible (GTR) substitution model and bootstrap test with 1000 replicates by MEGA X [39]. Phylogenetic tree was visualized with FigTree V 1.4.2, using single bootstrap test with 1000 replicates [40].
Antibody assay
Enzyme-linked immunosorbent assay (ELISA): human and pig samples (2012)
Pig and human sera collected in 2012 were screened for NiV antibodies by ELISA at the National Institute of Animal Health (NIAH), DLD, and the TRC-EID-HSC respectively. The antigens, inactivated NiV-infected Vero E6 cells, was kindly provided to TRC-EID-HSC by the Viral Special Pathogens Branch, US Centers for Disease Control and Prevention. Sera were diluted 1:100 with diluent and four-fold dilutions were made from 1:100, 1:400, 1:1600, and 1:6400. Peroxidase-labeled protein A/G or anti-human IgG (Pierce, Rockford, IL, USA) was used as conjugate for animal and human antibody testing, respectively. The cutoff OD value was 0.2. Three negative control serum samples and positive control samples were included in each run. Positive criteria for NiV infection was a dilution of ≥1:400.
Pan-henipavirus MMIA: human samples (2018)
The presence of immunoglobulins against henipavirus, a soluble native-like oligomeric virus envelope glycoproteins (which was kindly provided to the TRC-EID-HSC by the Department of Microbiology and Immunology, Uniformed Services University, USA), was measured using pan-henipavirus MMIA. Briefly, soluble tetrameric henipavirus receptor binding proteins (sGtet) were produced, as described elsewhere [41]. Purified sGtet and envelope glycoprotein antigens were coupled to Bio-Plex Pro magnetic COOH beads (Bio-Rad, California, USA). Serum samples were heat inactivated at 56 °C for 30 min and diluted 1:250 before screening, and each sample was run in duplicates.
Results
Surveillance in bats
Longitudinal study of NiV from pooled bat urine samples
A total of 139 from 2500 pooled urine specimens collected from P. lylei bats from 2002 to 2020 were PCR-positive for NiV (Table 2). NiV-positive P. lylei bats were found every year, indicating that the virus circulating in this bat species served as the natural reservoir of NiV in Thailand. The NiV RNA positive samples from 2003 to 2020 were further sequenced for phylogenetic study of NiV found in Thailand. The Thai NiV isolates formed a monophyletic group with both NiV-MY and NiV-BD strains (Fig. 2). The majority of NiVs collected from P. lylei from Wat Luang village, Chonburi province, were NiV-BD. NiV sequences from 2003 to 2020 shared 99.44 to 100.00% nucleotides identity among themselves (355–357/357 nucleotide base pairs (bp)).
Table 2.
Location | Bat Speciesa | Collection Date | No. of tubes tested | No. of tubes positive | NiV RNA prevalence Positive/Tested (%) |
Refc |
---|---|---|---|---|---|---|
Kram Chon | PH | 2002 | 7 | 0 | 0.00 | [2] |
Surat | PV | 2003 Oct | 5 | 0 | 0.00 | [2] |
4 sitesb | PL | 2003 Jan - Sep | 25 | 2 | 8.00 | [2] |
Singburi, Ayutthaya | PL | 2002 | 31 | 0 | 0.00 | [2] |
Chonburi | PL | 2003 Feb | 16 | 0 | 0.00 | [2] |
2004 Feb | 15 | 4 | 26.67 | [2] | ||
2005 Apr | 50 | 1 | 2.00 | [24] | ||
2005 May | 50 | 2 | 4.00 | [33] | ||
2005 May | 48 | 6 | 12.50 | [24] | ||
2005 Jun | 31 | 1 | 3.23 | [24] | ||
2006 Jan | 37 | 1 | 2.70 | [24] | ||
2006 Apr | 80 | 3 | 3.75 | [24] | ||
2006 May | 51 | 4 | 7.84 | [24] | ||
2006 Jun | 59 | 1 | 1.69 | [24] | ||
2007 Feb | 49 | 3 | 6.12 | [24] | ||
2007 May | 99 | 4 | 4.04 | [24] | ||
2005–2007 | 683 | 0 | 0.00 | [24] | ||
Bat | 2008 Apr | 100 | 6 | 6.00 | [42] | |
2009 Apr | 100 | 9 | 9.00 | This study | ||
2010 Feb | 47 | 0 | 0.00 | |||
2010 Apr | 113 | 24 | 21.24 | |||
2011 Apr | 129 | 28 | 21.71 | |||
2012 Mar | 50 | 7 | 14.00 | |||
2012 Apr | 50 | 13 | 26.00 | |||
2016 May | 50 | 2 | 4.00 | |||
2016 Nov | 50 | 0 | 0.00 | |||
2017 Feb | 75 | 0 | 0.00 | |||
2017 May | 100 | 4 | 4.00 | |||
2017 Nov | 47 | 0 | 0.00 | |||
2018 Feb | 75 | 0 | 0.00 | |||
2018 May | 75 | 5 | 6.67 | |||
2019 Apr | 53 | 6 | 11.32 | |||
2020 May | 50 | 3 | 0.00 | |||
Total | 2500 | 139 | 5.56% |
aPH Pteropus hypomelanus, PV P. vampyrus, PL P. lylei; b4 sites: Chachoengsao, Rayong, Prachin Buri, and Bangkok provinces; cPreviously published
WGS of NiV from a pooled bat urine sample
The NiV positive bats’ pooled urine sample (P. lylei) collected in May 2017 was further characterized for WGS using NGS technology. Sequence was analyzed using two protocols: reference mapping protocol with NiV from Bangladesh 2004 patient as a reference; NGMAP de novo assembly step from IDBA_UD from EDGE Tools. Total of 18,326 nucleotides of WGS were obtained from both protocols which were identical to each other. The phylogenetic tree was constructed, which showed the WGS from NiV isolates from Thailand formed monophyletic group with those from humans and bats (P. medius) in Bangladesh.
The genome data was deposited to NCBI GenBank (Accession No. MW535746). Phylogenetic tree of the NiV WGS (Fig. 3) showed that the virus was very closely related to NiV from Bangladeshi patient in 2004 (AY988601.1), Indian patient in 2007 (FJ513078.1) and bat in Bangladesh (P. medius) in 2013 (MK575061.1) (99.13%, 99.03 and 98.97 shared nucleotides, respectively) than the Malaysian patient in 1999 (AJ564622.1) (91.58% shared nucleotides). The amino acid identity among 6 genes of Nucleocapsid (N), Phosphoprotein (P), Matrix protein (M), Fusion protein (F), Glycoprotein (G) and RNA Polymerase (L) were 99.81, 99.44, 100.00, 98.90, 99.83% and, 99.55%, respectively (Table 3). Furthermore, the virus shared 97.82% (17,813/18210 nucleotides, 397 nt difference) with NiV isolated from an Indian patient from the recent outbreak in 2018 (GenBank Accession No. MH396625).
Table 3.
Target gene | Amino acid sequence range | Nucleotide sequence range | % Identity of Amino acid | % Identity of Nucleotide |
---|---|---|---|---|
Nucleocapsid (N) | 1–532 | 56–2297 | 99.81 (531/532) | 99.29 (2226/2242) |
Phosphoprotein (P) | 1–709 | 2301–5004 | 99.44 (705/709) | 99.59 (2693/2704) |
Matrix protein (M) | 1–352 | 5108–6366 | 100.00 (352/352) | 98.81 (1244/1259) |
Fusion protein (F) | 1–546 | 6370–8712 | 98.90 (540/546) | 98.85 (2316/2343) |
Glycoprotein (G) | 1–602 | 8716–11,261 | 99.83 (601/602) | 98.98 (2520/2546) |
RNA Polymerase (L) | 1–2244 | 11,265–18,219 | 99.55 (2234/2244) | 99.12 (6894/6955) |
Longitudinal study of NiV RNA and IgG antibody from P. lylei
A total of 374 bats (15–49 bat/month) were captured monthly from 3 study sites in Chonburi province in 2012. Eight of 374 (2.14%) of bat saliva samples (oral swabs) were positive for NiV RNA by nested RT-PCR. Two, 3, 2, 1 NiV positive P. lylei samples were found in March, April, May, and July of 2012, respectively (Fig. 4). Three of 8 positive saliva specimens were collected from bats trapped at Pig Farm #2 (Fig. 1c). Positive specimens were further sequenced to identify the NiV strain. All eight were NiV-BD.
Bat sera (n = 374) were tested for IgG antibody using ELISA methodology provided by the US-CDC. NiV antibody positive sera were found in bats from all 3 study sites; 2/105 (1.90%), 5/51 (9.80%) and 31/218 (14.22%) from Pig Farms #1, #2, and bat colony at Wat Luang temple, respectively (Fig. 1c). Thirty-eight of 374 (10.16%) were positive for NiV antibodies throughout the year, except January (Fig. 4).
Surveillance in pigs
Study conducted during August 2011 to November 2012
A total of 246 pigs were sampled from 9 pig farms in Chonburi and Prachin Buri provinces where pig farms located close to (within 30 km radius) bat colonies where previously NiV-positive bats were found between August 2011 and November 2012. All pig nasal swabs were negative for NiV-RNA by nested RT-PCR, while all 233 pig sera collected tested negative for NiV antibody by ELISA (Supplementary Table 2).
Study conducted during May 2016 to February 2017
A targeted risk-based surveillance in pigs was conducted during May 2016 to February 2017. A total of 1348 pigs were sampled from 36 pig farms located closely to NiV-positive bat colonies on 3 sampling trips in May 2016 (434 pigs), November 2016 (439 pigs), and February 2017 (475 pigs) in Chonburi and Chachoengsao provinces. All pig nasal swabs tested negative for NiV by nested RT-PCR. The test was performed by NIAH under DLD. Serological test for NiV IgG antibodies were not included in this study. However, Thailand shares border with Malaysia and the sporadic emergence of human cases in Bangladesh and India, DLD established annual NiV serosurveillance in pigs since 2001. To date, all pigs are seronegative to NiV IgG antibodies indicating that NiV does not circulate in pig populations around the country.
Surveillance in human
During the sample collection trips, results from previous NiV cross-sectoral surveillance were conveyed to villagers which led to preventive control measures, increased vigilance and reduced risk behaviors at the community level. One hundred community members were trained on how to live safely with bats.
Study conducted in archived CSF samples from encephalitis patients
Two hundred and forty-three CSF specimens from encephalitis patients admitted to the King Chulalongkorn Memorial Hospital between 2001 and 2012 tested negative for NiV RNA using nested RT-PCR.
Study conducted during November to December 2010
A total of 418 serum samples of local residents (voluntary participation, and informed consent was sought) in Wat Luang village, Chonburi province, were collected between November and December 2010, where NiV were previously found in the bat colonies (high-risk communities). Serum samples were assayed for IgG antibodies using indirect ELISA against NiV-infected cell lysate. All serum samples from the high-risk community were seronegative to NiV-specific IgG antibodies.
Study conducted during May 2017 and May 2018
Samples (oral swabs, urine, and serum) from healthy humans living in high-risk communities were collected twice, in May 2017 and May 2018 (115 and 128 subjects enrolled, respectively) were tested for NiV and NiV antibodies (Supplementary Table 3). All oral swabs and urine specimens were negative for NiV using nested RT-PCR. All serum specimens were seronegative for NiV antibodies using Luminex serology assay.
Discussion
A confluence of risk factors for NiV disease outbreaks occur in Thailand, notably the regular detection of NiV in Pteropus bats, presence of three NiV primary natural reservoirs species (P. lylei, P. hypomelanus, and P. vampyrus) which are found in communities and tourist areas in central and southern Thailand [2, 16], and pig farming in areas within flight range of Pteropus roosts. This study shows that P. lylei urine has been positive for NiV at the same location for 18 years, which indicates P. lylei is a natural reservoir for NiV in Thailand and the virus is shed annually. P. lylei inhabits the human-dominated areas in Thailand (53% of roost sites are located within Buddhist temples, while the number of roosts located on private, common, and state properties are 8 (27%), 3 (10%), and 3 (10%), respectively. There were few ecological limits of movement of P. lylei in the central plains of Thailand [28]. Further, according to the DLD, a total of 12,228,255 pigs were recorded nationwide in 2020, an overall high density for a known intermediary host of NiV, [43]. However, most breeding pig farms are raised in closed systems, especially in the Central region of Thailand, thus effectively reducing the risk of NiV transmission from bats to pigs. Additionally, a recent study predicted additional “likely reservoirs” of NiV using machine learning based on traits using several parameters [14]. Thus, increased vigilance and collaboration between the human, animal, and wildlife sectors is imperative to staying ahead of a zoonotic disease outbreak.
In this study, we compiled findings from 20 years of proactive, multi-sectoral One Health surveillance, and research to facilitate preparedness for NiV prevention and control in Thailand. This included NiV serosurveillance in pigs since 2001, surveillance in bats since 2002, encephalitis patients from 2001 to 2012, and among healthy high-risk community volunteers in 2010, 2017 and 2018 (Table 1).
In the long-term surveillance of NiV in P. lylei bats in Thailand, NiV RNA has been detected in pooled urine samples every year since 2003 to 2020 (data from this study and published data [2, 24, 33, 42]) (139/2500, 5.56%; Table 2). This is a significantly higher rate than previous detections in Cambodia from 2012 to 2016 in the same bat species, which found 28 NiV-positive urine samples (from 3930; 0.7%) by PCR [11]. Both NiV strains were found from P. lylei in Thailand however, NiV-BD was dominant (Fig. 2). The WGS of NiV RNA, sequenced directly from pooled bat urine specimens from Chonburi in 2017, shared 99.13% nucleotide identity to NiV from a Bangladeshi patient in 2004 (Genbank Accession no. AY988601.1). On the contrary, previous WGS of NiV from Cambodian (MK801755.1) bats were NiV-MY strain. Overall homology of naturally circulating NiV strains in Thailand with previously detected human infectious strains from Bangladesh highlights the outbreak potential of NiV from P. lylei to humans or pigs in the Southeast Asian region.
Routine NiV serosurveillance in pigs in Thailand has been conducted annually since 2001 by DLD. At least 4000–5000 pig sera are collected annually around the country for NiV antibody testing by ELISA at high-risk sites selected by DLD on the basis of bat NiV studies [2]. To date, no NiV-seropositive pig has been identified from this DLD initiative [27]. In this study, two targeted risk based NiV surveillances in pigs were conducted. The first study, from August 2011 to November 2012, was conducted by the researchers from the Faculty of Veterinary Science, Chulalongkorn University, where 246 and 233 specimens were negative for antibody testing in serum and NiV RNA testing in nasal swabs, respectively. The second study was conducted by DLD researchers from May 2017 to May 2018; all 1349 pig specimens tested negative for NiV RNA by PCR. The results of these two studies were similar to the studies conducted in Laos and Indonesia. In Laos during May 2008 to January 2009, 716 pig sera tested negative for NiV [44]. In the Indonesian study, all 610 pig sera tested negative despite 19% of seropositive P. vampyrus to NiV antibodies [45]. Additionally, the study by Kasloff et al. highlighted that pigs infected with NiV-BD did not show clinical signs, nor viremia, which emphasizes the need for laboratories and pig farm owners to remain vigilant [23]. Together these findings suggest that bat to pig spillover of NiV is a rare event, especially given surveillance of healthy pigs.
In Malaysia, NiV serosurveillance among 177 indigenous, healthy volunteers from 4 communities, located 30–75 km from either previously confirmed NiV infections or locations where Pteropus bats were seropositive to NiV antibodies [46]. It was found that 10.73% of the participants had antibodies against NiV nucleocapsid protein, suggesting possible exposure to NiV. To date there is no evidence of NiV infection in humans or pigs in Thailand. To identify potentially undetected spillovers of NiV from P. lylei to humans in the past, serosurveillance in community was conducted at the village where P. lylei bats were positive to NiV RNA and NiV antibodies [2, 24]. The first serosurveillance was conducted in November and December 2010, where 418 sera from people in the village tested negative by ELISA (using inactivated virus as the antigen). Oral swabs and urine samples from the villagers collected in May 2017 (n = 115) and May 2018 (n = 128) tested negative for NiV RNA. Serum samples of healthy villagers collected in 2018 (n = 128) further tested negative for NiV antibodies using Luminex assay. The timing of our human community-based surveillance (the month of May) corresponded to the highest prevalence of NiV RNA detected in bat pooled urine at this site (Wat Luang) [24]. No evidence of NiV infection was found in the villagers at the study sites during this viral shedding period. Our findings on community serosurveillance are similar to a study in Cambodia where NiV has been reported in P. lylei, yet none of the 418 potentially exposed people were seropositive for NiV [11].
The low prevalence of NiV (less than 10% NiV RNA) and the seasonal prevalence pattern in P. lylei found in Thailand and Cambodia might reduce the risk of NiV transmission from bats to humans, in addition to the absence of key risk behaviors associated with viral transmission. From our assessment, drinking of raw date palm juice is not common in Thailand, and bat hunting is prohibited by law. A study showed NiV outbreak’s seasonal preference of cooler weather (below 17 °C) [47], for example it has been shown that the virus thrives better in urine at lower temperatures than at higher temperatures [48]. Apart from several days in January 2021, temperature in Chonburi does not often drop below 20 °C, and often averages above 30 °C which may help explain the lack of spillover to humans to date. However, this increases the risk of NiV outbreak as a result of the global climate change.
The risk of a NiV outbreak in Thailand is increasingly possible, as evidenced by the high identity shared between the NiV genome from Thai bats and the Bangladeshi patient, suggesting it is likely able to directly transmit to humans. The finding of NiV-infected bats trapped at the pig farms further raises concern of possible NiV transmission to pigs. Although there was no evidence of NiV infection in pigs in the same study, measures to prevent bats from coming into contact with pigs and avoidance of feeding pigs with partially eaten fruits must be actively promoted.
Study of community perceptions and knowledge of NiV transmission from bats in Bangladesh, underscores the need for educational interventions for targeted groups in the community [49]. Public awareness and willingness to steer clear of risk behaviors are vital to sustainably protect people in high-risk areas from NiV outbreak, and an opportunity for policy makers to strengthen public health infrastructure. This may include highlighting the ecosystem services and conservation of bats, so as to improve people’s current knowledge and subsequent behaviors regarding the role of bats in ecology and the spreading of NiV. The One Health effort conducted in Thailand for 20 years is building preparedness on three fronts: laboratory, community and the government. Conducting long-term longitudinal studies, such as the one in Chonburi province, has enabled Thai scientists to provide evidence-based information to policy decision makers while strengthening laboratory capacity and disease surveillance systems. Communities are being engaged at the village level to raise awareness of both the risks and benefits in living with bats. In Wat Luang village, researchers from the DNP, Kasetsart University and TRC-EID-HSC utilize “Living Safely with Bats”, a USAID-developed teaching aid tailored to the non-scientist population and Health Promoting Hospitals at the community level (translated and distributed by TRC-EID-HSC) [50].
Conclusions
Thailand initiated NiV outbreak preparedness using the One Health approach prior to any NiV human or domestic animal outbreaks. This broad approach, encouraging inter-sectoral cooperation between human-animal-wildlife health sectors and raising awareness from the village up to the national government in Thailand is a successful example and model of a transboundary “One Health” approach for the Southeast Asian and South Asian region to monitor for any NiV outbreak, develop preventative measures, and be better prepared for the next pandemic.
Supplementary Information
Acknowledgements
We thank the Special Pathogens Branch and Viral and Rickettsial Zoonoses Branch of the US CDC for providing the antigen for ELISA assay used in this study. We would also like to thank the Department of Microbiology and Immunology, Uniformed Services University, USA for providing the antigen beads for Pan-henipavirus MMIA.
Abbreviations
- BD
Bangladesh
- BLAST
Basic Local Alignment Search Tool
- bp
Base pairs
- Bt
Bat
- BWA
Burrows-Wheeler Aligner
- cds
Coding sequence
- CSF
Cerebrospinal fluid
- DLD
Department of Livestock Development
- DNP
Department of National Park, Wildlife and Plant Conservation
- ELISA
Enzyme-linked immunosorbent assay
- F gene
Fusion protein
- G gene
Glycoprotein
- GPS
Global Positioning System
- GTR
General time-reversible
- HL
Hipposideros larvatus
- HU
Human
- IgG
Immunoglobulin G
- IN
India
- KH
Cambodia
- km
Kilometres
- L gene
RNA Polymerase
- M gene
Matrix protein
- MMIA
Multiplex microsphere immunoassay
- MOPH
Ministry of Public Health
- MY
Malaysia
- N gene
Nucleocapsid
- NCBI
National Center for Biotechnology Information
- NGMAP
Non-reference genome metagenomic analysis pipeline
- NGS
Next generation sequencing
- NIAH
National Institute of Animal Health
- NiV
Nipah virus
- NiV-BD
Nipah virus - Bangladesh strain
- NiV-MY
Nipah virus - Malaysia strain
- nt
Nucleotides
- OD
Optical Density
- P gene
Phosphoprotein
- PG
Pteropus giganteus
- PH
Pteropus hypomelanus
- PI
Pig
- PL
Pteropus lylei
- PM
Pteropus medius
- PV
Pteropus vampyrus
- RNA
Ribonucleic acid
- RT-PCR
Reverse transcription polymerase chain reaction
- sGtet
Soluble tetrameric henipavirus receptor binding proteins
- TH
Thailand
- TRC-EID-HSC
Thai Red Cross Emerging Infectious Diseases Health Science Centre
- USAID
United States Agency for International Development
- US-CDC
Centers for Disease Control and Prevention, U.S.A.
- WGS
Whole genome sequence
- WHO
World Health Organization
Authors’ contributions
SW, SG, PD, PM, AS, KW, RB, SD, WK, KO, MS and TH were involved in the study design. WT, WA, and AR performed sample collection and analysis. SY, YJ, SS, BN, TK, RT, TP, SB, CR, and SP performed sample collection and laboratory testing. SW and SG prepared the manuscript draft. SW, SG, PD, PM, RT, SD, KO, MS and TH critically reviewed the manuscript. The authors read and approved the final manuscript.
Funding
This study was supported by research grants from the King Chulalongkorn Memorial Hospital’s Excellent Center Program (EC-63-30101-29), the Biological Threat Reduction Program (BTRP) of the US Defense Threat Reduction Agency (DTRA) (HDTRA1–08-D-0007), the Thailand Research Fund (RDG5420089), and the Food and Agriculture Organization (FAO) of the United Nations. Generous support for this work was provided by the American people through the United States Agency for International Development (USAID)‘s Emerging Pandemic Threats PREDICT project (Cooperative Agreement No. AID-OAA-A-14-00102). Additionally, research reported in this publication was supported by the National Institute of Allergy and Infectious Diseases (NIAID) of the National Institutes of Health (NIH) under the award number U01AI151797 and NIH/NIAID/CREID/07–049–7012-52338. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Availability of data and materials
Genome sequences reported in this study have been deposited in GenBank under the accession numbers MW535746 (whole genome sequence) and MW573860- MW573880.
Summary of the datasets used and/or analysed during the current study are included in this published article and its supplementary information files. Additional information may be obtained from the corresponding author on reasonable request.
Declarations
Ethics approval and consent to participate
Bat captures were conducted with the permission from DNP (Approval No. 0909.204).
Pig sampling was carried out under protocols approved and permitted by the Animal Use Protocol No.1473001 approved by Chulalongkorn University Animal Care and Use Committee.
The human study was reviewed and approved by the Institutional Review Board at the Faculty of Medicine, Chulalongkorn University (IRB numbers: 186/53 and 380/59).
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Epstein JH, Anthony SJ, Islam A, Kilpatrick AM, Khan SA, Balkey MD, et al. Nipah virus dynamics in bats and implications for spillover to humans. Proc Natl Acad Sci. 2020;117(46):29190–29201. doi: 10.1073/pnas.2000429117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Wacharapluesadee S, Lumlertdacha B, Boongird K, Wanghongsa S, Chanhome L, Rollin P, et al. Bat Nipah virus, Thailand. Emerg Infect Dis. 2005;11(12):1949–1951. doi: 10.3201/eid1112.050613. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Luby SP. The pandemic potential of Nipah virus. Antivir Res. 2013;100(1):38–43. doi: 10.1016/j.antiviral.2013.07.011. [DOI] [PubMed] [Google Scholar]
- 4.Arunkumar G, Chandni R, Mourya DT, Singh SK, Sadanandan R, Sudan P, et al. Outbreak investigation of Nipah virus disease in Kerala, India, 2018. J Infect Dis. 2019;219(12):1867–1878. doi: 10.1093/infdis/jiy612. [DOI] [PubMed] [Google Scholar]
- 5.Chadha MS, Comer JA, Lowe L, Rota PA, Rollin PE, Bellini WJ, et al. Nipah virus-associated encephalitis outbreak, Siliguri, India. Emerg Infect Dis. 2006;12(2):235–240. doi: 10.3201/eid1202.051247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Arankalle VA, Bandyopadhyay BT, Ramdasi AY, Jadi R, Patil DR, Rahman M, et al. Genomic characterization of Nipah virus, West Bengal, India. Emerg Infect Dis. 2011;17(5):907–909. doi: 10.3201/eid1705.100968. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.World Health Organization Nipah virus outbreak (s) in Bangladesh, January–April 2004. Wkly Epidemiol Record= Relevé épidémiologique hebdomadaire. 2004;79(17):168–171. [PubMed] [Google Scholar]
- 8.ICDDRB Person-to-person transmission of Nipah virus during outbreak in Faridpur District, 2004. Health Sci Bull. 2004;2(2):5–9. [Google Scholar]
- 9.Olival KJ, Latinne A, Islam A, Epstein JH, Hersch R, Engstrand RC, et al. Population genetics of fruit bat reservoir informs the dynamics, distribution and diversity of Nipah virus. Mol Ecol. 2020;29(5):970–985. doi: 10.1111/mec.15288. [DOI] [PubMed] [Google Scholar]
- 10.Wacharapluesadee S, Jittmittraphap A, Yingsakmongkon S, Hemachudha T. Chapter 53 Nipah Virus. In: Liu D, editor. Molecular detection of animal viral pathogens. 4th vol. Taylor & Francis Crc Press. pp. 455-66.
- 11.Cappelle J, Hoem T, Hul V, Furey N, Nguon K, Prigent S, et al. Nipah virus circulation at human–bat interfaces, Cambodia. Bull World Health Organ. 2020;98(8):539–547. doi: 10.2471/BLT.20.254227. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Breed AC, Meers J, Sendow I, Bossart KN, Barr JA, Smith I, et al. The distribution of henipaviruses in Southeast Asia and Australasia: is Wallace’s line a barrier to Nipah virus? PLoS One. 2013;8(4):e61316. doi: 10.1371/journal.pone.0061316. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Reynes JM, Counor D, Ong S, Faure C, Seng V, Molia S, et al. Nipah virus in Lyle's flying foxes, Cambodia. Emerg Infect Dis. 2005;11(7):1042–1047. doi: 10.3201/eid1107.041350. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Plowright RK, Becker DJ, Crowley DE, Washburne AD, Huang T, Nameer PO, et al. Prioritizing surveillance of Nipah virus in India. PLoS Negl Trop Dis. 2019;13(6):e0007393. doi: 10.1371/journal.pntd.0007393. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Hasebe F, Thuy NT, Inoue S, Yu F, Kaku Y, Watanabe S, et al. Serologic evidence of nipah virus infection in bats, Vietnam. Emerg Infect Dis. 2012;18(3):536–537. doi: 10.3201/eid1803.111121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Wacharapluesadee S, Samseeneam P, Phermpool M, Kaewpom T, Rodpan A, Maneeorn P, et al. Molecular characterization of Nipah virus from Pteropus hypomelanus in southern Thailand. Virol J. 2016;13(1):1–7. doi: 10.1186/s12985-016-0510-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Clayton BA, Middleton D, Bergfeld J, Haining J, Arkinstall R, Wang L, et al. Transmission routes for Nipah virus from Malaysia and Bangladesh. Emerg Infect Dis. 2012;18(12):1983–1993. doi: 10.3201/eid1812.120875. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Baseler L, de Wit E, Scott DP, Munster VJ, Feldmann H. Syrian hamsters (Mesocricetus auratus) oronasally inoculated with a Nipah virus isolate from Bangladesh or Malaysia develop similar respiratory tract lesions. Vet Pathol. 2015;52(1):38–45. doi: 10.1177/0300985814556189. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Chua KB, Koh CL, Hooi PS, Wee KF, Khong JH, Chua BH, et al. Isolation of Nipah virus from Malaysian island flying-foxes. Microbes Infect. 2002;4(2):145–151. doi: 10.1016/S1286-4579(01)01522-2. [DOI] [PubMed] [Google Scholar]
- 20.Halpin K, Hyatt AD, Fogarty R, Middleton D, Bingham J, Epstein JH, et al. Pteropid bats are confirmed as the reservoir hosts of henipaviruses: a comprehensive experimental study of virus transmission. Am J Trop Med Hyg. 2011;85(5):946–951. doi: 10.4269/ajtmh.2011.10-0567. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Rahman SA, Hassan L, Epstein JH, Mamat ZC, Yatim AM, Hassan SS, et al. Risk factors for Nipah virus infection among pteropid bats. Peninsular Malaysia Emerg Infect Dis. 2013;19(1):51–60. doi: 10.3201/eid1901.120221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Escaffre O, Borisevich V, Rockx B. Pathogenesis of Hendra and Nipah virus infection in humans. J Infect Dev Countries. 2013;7(04):308–311. doi: 10.3855/jidc.3648. [DOI] [PubMed] [Google Scholar]
- 23.Kasloff SB, Leung A, Pickering BS, Smith G, Moffat E, Collignon B, et al. Pathogenicity of Nipah henipavirus Bangladesh in a swine host. Sci Rep. 2019;9(1):1–11. doi: 10.1038/s41598-019-40476-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Wacharapluesadee S, Boongird K, Wanghongsa S, Ratanasetyuth N, Supavonwong P, Saengsen D, et al. A longitudinal study of the prevalence of Nipah virus in Pteropus lylei bats in Thailand: evidence for seasonal preference in disease transmission. Vector-Borne Zoon Dis. 2010;10(2):183–190. doi: 10.1089/vbz.2008.0105. [DOI] [PubMed] [Google Scholar]
- 25.Sukgosa N, Duangjai S, Duengkae P, Wacharapluesadee S, Songmongkol P, Yingsakmongkon S, et al. Genetic diversity and relationships among Lyle's flying fox colonies in Thailand. Agric Nat Resour. 2018;52(6):607–611. doi: 10.1016/j.anres.2018.11.015. [DOI] [Google Scholar]
- 26.Weber N, Duengkae P, Fahr J, Dechmann DK, Phengsakul P, Khumbucha W, et al. High-resolution GPS tracking of Lyle's flying fox between temples and orchards in Central Thailand. J Wildl Manag. 2015;79(6):957–968. doi: 10.1002/jwmg.904. [DOI] [Google Scholar]
- 27.Thanapongtharm W, Linard C, Wiriyarat W, Chinsorn P, Kanchanasaka B, Xiao X, et al. Spatial characterization of colonies of the flying fox bat, a carrier of Nipah virus in Thailand. BMC Vet Res. 2015;11(1):81. doi: 10.1186/s12917-015-0390-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Chaiyes A, Duengkae P, Wacharapluesadee S, Pongpattananurak N, Olival KJ, Hemachudha T. Assessing the distribution, roosting site characteristics, and population of Pteropus lylei in Thailand. Raffles Bull Zool. 2017;65:670–680. [Google Scholar]
- 29.Chaiyes A, Escobar LE, Willcox EV, Duengkae P, Suksavate W, Watcharaanantapong P, et al. An assessment of the niche centroid hypothesis: Pteropus lylei (Chiroptera) Ecosphere. 2020;11(5):e03134. doi: 10.1002/ecs2.3134. [DOI] [Google Scholar]
- 30.Duengkae P, Srikhunmuang P, Chaiyes A, Suksavate W, Pongpattananurak N, Wacharapluesadee S, et al. Patch metrics of roosting site selection by Lyle’s flying fox (Pteropus lylei Andersen, 1908) in a human-dominated landscape in Thailand. Folia Oecolog. 2019;46(1):63–72. doi: 10.2478/foecol-2019-0009. [DOI] [Google Scholar]
- 31.Thanapongtharm W, Paul MC, Wiratsudakul A, Wongphruksasoong V, Kalpravidh W, Wongsathapornchai K, et al. A spatial assessment of Nipah virus transmission in Thailand pig farms using multi-criteria decision analysis. BMC Vet Res. 2019;15(1):1–3. doi: 10.1186/s12917-019-1815-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Wongnak P, Thanapongtharm W, Kusakunniran W, Karnjanapreechakorn S, Sutassananon K, Kalpravidh W, et al. A ‘what-if’scenario: Nipah virus attacks pig trade chains in Thailand. BMC Vet Res. 2020;16(1):1–1. doi: 10.1186/s12917-020-02502-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Wacharapluesadee S, Hemachudha T. Duplex nested RT-PCR for detection of Nipah virus RNA from urine specimens of bats. J Virol Methods. 2007;141(1):97–101. doi: 10.1016/j.jviromet.2006.11.023. [DOI] [PubMed] [Google Scholar]
- 34.Li H, Durbin R. Fast and accurate short read alignment with burrows–wheeler transform. Bioinformatics. 2009;25(14):1754–1760. doi: 10.1093/bioinformatics/btp324. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, et al. The sequence alignment/map format and SAMtools. Bioinformatics. 2009;25(16):2078–2079. doi: 10.1093/bioinformatics/btp352. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Milne I, Bayer M, Cardle L, Shaw P, Stephen G, Wright F, et al. Tablet—next generation sequence assembly visualization. Bioinformatics. 2010;26(3):401–402. doi: 10.1093/bioinformatics/btp666. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Langmead B, Salzberg SL. Fast gapped-read alignment with bowtie 2. Nat Methods. 2012;9(4):357–359. doi: 10.1038/nmeth.1923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Katoh K, Misawa K, Kuma KI, Miyata T. MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res. 2002;30(14):3059–3066. doi: 10.1093/nar/gkf436. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Kumar S, Stecher G, Li M, Knyaz C, Tamura K. MEGA X: molecular evolutionary genetics analysis across computing platforms. Mol Biol Evol. 2018;35(6):1547–1549. doi: 10.1093/molbev/msy096. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Rambaut A. FigTree v1.4.2. Institute of Evolutionary Biology, University of Edinburgh, Edinburgh. 2012. http://tree.bio.ed.ac.uk/software/figtree/.
- 41.Schulz JE, Seifert SN, Thompson JT, Avanzato V, Sterling SL, Yan L, et al. Serological evidence for Henipa-like and filo-like viruses in Trinidad bats. J Infect Dis. 2020;221(Supplement_4):S375–S382. doi: 10.1093/infdis/jiz648. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Wacharapluesadee S, Ngamprasertwong T, Kaewpom T, Kattong P, Rodpan A, Wanghongsa S, et al. Genetic characterization of Nipah virus from Thai fruit bats (Pteropus lylei) Asian Biomed. 2013;7(6):813–819. doi: 10.5372/1905-7415.0706.244. [DOI] [Google Scholar]
- 43.Department of Livestock Development. Population of Pigs in Thailand in 2020. 2020. ICT Department. (http://ict.dld.go.th/webnew/images/stories/report/regislives/2020/T5-1-Pig.pdf)
- 44.Conlan JV, Vongxay K, Jarman RG, Gibbons RV, Lunt RA, Fenwick S, et al. Serologic study of pig-associated viral zoonoses in Laos. Am J Trop Med Hygiene. 2012;86(6):1077–1084. doi: 10.4269/ajtmh.2012.11-0195. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Sendow I, Field HE, Adjid A, Ratnawati A, Breed AC, Morrissy C, et al. Screening for Nipah virus infection in West Kalimantan province. Indonesia Zoonoses Publ Health. 2010;57(7–8):499–503. doi: 10.1111/j.1863-2378.2009.01252.x. [DOI] [PubMed] [Google Scholar]
- 46.Yong MY, Lee SC, Ngui R, Lim YA, Phipps ME, Chang LY. Seroprevalence of Nipah virus infection in peninsular Malaysia. J Infect Dis. 2020;221(Supplement_4):S370–S374. doi: 10.1093/infdis/jiaa085. [DOI] [PubMed] [Google Scholar]
- 47.McKee CD, Islam A, Luby SP, Salje H, Hudson PJ, Plowright RK, et al. The ecology of Nipah virus in Bangladesh: a nexus of land-use change and opportunistic feeding behavior in bats. Viruses. 2021;13(2):169. doi: 10.3390/v13020169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Fogarty R, Halpin K, Hyatt AD, Daszak P, Mungall BA. Henipavirus susceptibility to environmental variables. Virus Res. 2008;132(1–2):140–144. doi: 10.1016/j.virusres.2007.11.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Hassan MM, Kalam M, Alam M, Shano S, Faruq AA, Hossain M, et al. Understanding the community perceptions and knowledge of bats and transmission of nipah virus in Bangladesh. Animals. 2020;10(10):1814. doi: 10.3390/ani10101814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.PREDICT One Health Consortium 2018 . Living safely with bats. Washington, DC: USAID; 2018. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Genome sequences reported in this study have been deposited in GenBank under the accession numbers MW535746 (whole genome sequence) and MW573860- MW573880.
Summary of the datasets used and/or analysed during the current study are included in this published article and its supplementary information files. Additional information may be obtained from the corresponding author on reasonable request.