Specific Multilocus Variable-Number Tandem-Repeat Analysis Genotypes of Mycoplasma pneumoniae Are Associated with Diseases Severity and Macrolide Susceptibility

Clinical relevance of multilocus variable-number tandem-repeat (VNTR) analysis (MLVA) in patients with community-acquired pneumonia (CAP) by Mycoplasma pneumoniae (M. pneumoniae) is unknown. A multi-center, prospective study was conducted from November 2010 to April 2012. Nine hundred and fifty-four CAP patients were consecutively enrolled. M. pneumoniae clinical isolates were obtained from throat swabs. MLVA typing was applied to all isolates. Comparison of pneumonia severity index (PSI) and clinical features among patients infected with different MLVA types of M. pneumoniae were conducted. One hundred and thirty-six patients were positive with M. pneumoniae culture. The clinical isolates were clustered into 18 MLVA types. One hundred and fourteen (88.3%) isolates were resistant to macrolide, covering major MLVA types. The macrolide non-resistant rate of M. pneumoniae isolates with Mpn13-14-15-16 profile of 3-5-6-2 was significantly higher than that of other types (p≤0.001). Patients infected with types U (5-4-5-7-2) and J (3-4-5-7-2) had significantly higher PSI scores (p<0.001) and longer total duration of cough (p = 0.011). Therefore it seems that there is a correlation between certain MLVA types and clinical severity of disease and the presence of macrolide resistance.     

用MLVA技术和多重PCR对犬种布氏菌基因分型

目的：对犬种布氏菌的遗传关系进行不同分子分型方法的对比研究,为犬布病分子流行病溯源提供有效方法。方法：采用多重PCR和多位点可变数量串联重复序列分析（MLVA）方法对24株犬种布氏菌的遗传关系进行比较研究。结果：多重PCR只鉴定出1株犬种布氏菌,其余23株均鉴定为猪种鲁氏菌,但不能鉴定型别;MLVA方法对已鉴定为猪种的布氏菌仍可再细分为型,87%（20/23）为猪3型,13%（3/20）为猪1型。结论：MLVA可以对布氏菌种（生物型）进行基因分型鉴定,可以作为传统表型鉴定方法的补充。     

青枯菌特异性噬菌体的研究进展与应用

烟草等茄科植物青枯病的防治是一个世界性难题,传统的化学防治、合理轮作、抗病品种等措施无法有效控制该病的发生。噬菌体用于细菌性病害的防治已有很长历史,近年来利用噬菌体防治青枯菌引发的青枯病方面的研究越来越受重视。我们简要综述了青枯菌噬菌体的研究进展,并对青枯菌噬菌体生物防治的应用前景进行了展望。     

Silicon-Mediated Tomato Resistance Against Ralstonia solanacearum is Associated with Modification of Soil Microbial Community Structure and Activity

Bacterial wilt caused by Ralstonia solanacearum is a serious soil-borne disease of Solanaceae crops. In this study, the soil microbial effects of silicon-induced tomato resistance against R. solanacearum were investigated through pot experiment. The results showed that exogenous 2.0 mM Si treatment reduced the disease index of bacterial wilt by 19.18 % to 52.7 % compared with non-Si-treated plants. The uptake of Si was significantly increased in the Si-treated tomato plants, where the Si content was higher in the roots than that in the shoots. R. solanacearum inoculation resulted in a significant increase of soil urease activity and reduction of soil sucrase activity, but had no effects on soil acid phosphatase activity. Si supply significantly increased soil urease and soil acid phosphatase activity under pathogen-inoculated conditions. Compared with the non-inoculated treatment, R. solanacearum infection significantly reduced the amount of soil bacteria and actinomycetes by 52.5 % and 16.5 %, respectively, but increased the ratio of soil fungi/soil bacteria by 93.6 %. After R. solanacearum inoculation, Si amendments significantly increased the amount of soil bacteria and actinomycetes and reduced soil fungi/soil bacteria ratio by 53.6 %. The results suggested that Si amendment is an effective approach to control R. solanacearum. Moreover, Si-mediated resistance in tomato against R. solanacearum is associated with the changes of soil microorganism amount and soil enzyme activity.     

Occurrence of Ralstonia solanacearum Race 2 Biovar 1 Associated with Moko Disease of Banana (Musa paradisiaca cv. Nipah) in Malaysia

During June 2011 to March 2012, Moko disease symptoms were observed in banana cv. Nipah in two Malaysian states. The primer pairs ISRso19F/ISRso19R were used for defined identification of Ralstonia solanacearum race 2 strain. PCR amplification of all isolates produced a 1900 amplicon and exhibited 93% phylogenetic similarity with reference strain (AF450275). Based on symptoms, biochemical tests, pathogenicity assay, molecular and phylogenetic studies, we concluded that the isolated bacterium was R. solanacearum race 2 biovar 1.     

Repeat Domain Diversity of avrBs3-Like Genes in Ralstonia solanacearum Strains and Association with Host Preferences in the Field

Genes homologous to avrBs3 of Xanthomonas were detected in 309 strains of Ralstonia solanacearum biovars 3, 4, and 5 but not biovar 1 or 2. A statistically significant association between the originating plant species and internal repeats of the gene was found. Sequences of repeats and variation between nearly clonal strains revealed evidence of frequent recombination.     

Detection of Ralstonia solanacearum Strains with a Quantitative, Multiplex, Real-Time, Fluorogenic PCR (TaqMan) Assay

A fluorogenic (TaqMan) PCR assay was developed to detect Ralstonia solanacearum strains. Two fluorogenic probes were utilized in a multiplex reaction; one broad-range probe (RS) detected all biovars of R. solanacearum, and a second more specific probe (B2) detected only biovar 2A. Amplification of the target was measured by the 5′ nuclease activity of Taq DNA polymerase on each probe, resulting in emission of fluorescence. TaqMan PCR was performed with DNA extracted from 42 R. solanacearum and genetically or serologically related strains to demonstrate the specificity of the assay. In pure cultures, detection of R. solanacearum to ≥10² cells ml⁻¹ was achieved. Sensitivity decreased when TaqMan PCR was performed with inoculated potato tissue extracts, prepared by currently recommended extraction procedures. A third fluorogenic probe (COX), designed with the potato cytochrome oxidase gene sequence, was also developed for use as an internal PCR control and was shown to detect potato DNA in an RS-COX multiplex TaqMan PCR with infected potato tissue. The specificity and sensitivity of the assay, combined with high speed, robustness, reliability, and the possibility of automating the technique, offer potential advantages in routine indexing of potato tubers and other plant material for the presence of R. solanacearum.     

Relationship Between Ralstonia solanacearum Diversity and Severity of Bacterial Wilt Disease in Tomato Fields in China

A field survey was conducted to determine the relationship between Ralstonia solanacearum diversity and severity of bacterial wilt disease in tomato plants grown in plastic greenhouses. Both vegetative and reproductive stages of the plants were surveyed, and the symptoms were empirically categorized into five scales: 0 (asymptomatic): 1st, 2nd, 3rd and 4th. The bacterial wilt pathogen was isolated from infected plants at each disease scale; pathogenic characteristics and population densities of the bacterial strains were assessed. Two hundred and eighty‐two isolates were identified as R. solanacearum, which were divided into three pathogenic types, virulent, avirulent and interim, using the attenuation index (AI) method and a plant inoculation bioassay. Ralstonia solanacearum was detected in all asymptomatic and symptomatic tomato plants, with population numbers, ranging from 10.5 to 86.7 × 105 cfu/g. However, asymptomatic plants harboured only avirulent or interim R. solanacearum, whereas tomato plants displaying 1st or 2nd disease degree contained interim and virulent strains. Additionally, 3rd and 4th degree plants harboured only virulent strains. The disease was more severe in vegetative‐stage plants (disease severity index (DSI) 0.20) with higher total numbers of interim and virulent R. solanacearum strains than those in reproductive‐stage plants (DSI 0.12). Three pathotypes of R. solanacearum coexisted in a competitive growth system in the tomato field, and their distribution closely correlated with the severity of tomato bacterial wilt.     

Multilocus Variable-Number Tandem-Repeat Analysis and Plasmid Profiling To Study the Occurrence of blaCMY-2 within a Pulsed-Field Gel Electrophoresis-Defined Clade of Salmonella enterica Serovar Typhimurium

Salmonella enterica serovar Typhimurium circulating in food animal populations and carrying resistance to antimicrobial agents represents a human health risk. Recently, a new clade of S. Typhimurium, WA-TYP035/187, was reported in cattle and humans in the Pacific Northwest, United States of America. The objective of this study was to describe a possible mechanism of acquisition of expanded-spectrum cephalosporin resistance in this clade. Ceftazidime resistance increased steadily among WA-TYP035/187 isolates, from 0% (0/2) in 1999 to 77.8% (28/36) in 2006 (χ² for linear trend, P value of <0.001). Among 112 bovine-source and 18 human-source isolates, 49 (43.8%) and 12 (66.7%) were resistant to ceftazidime, respectively. Multiple-locus variable-number tandem-repeat analysis (MLVA) and plasmid profiling suggested that resistance was acquired by multiple independent genetic events within the WA-TYP035/187 clade. Given the lack of an obvious reservoir in species other than cattle and a parallel rise in ceftiofur resistance in the bovine-specific serovar Salmonella enterica serovar Dublin in the same time frame and region, selection pressure due to the use of the expanded-spectrum cephalosporin drug ceftiofur in cattle is a likely factor driving the increasing cephalosporin resistance of WA-TYP035/187.Salmonella enterica serovar Typhimurium is one of the leading causes of food-borne bacterial disease in the United States (5). The proportion of human clinical isolates with resistance to ceftiofur, an expanded-spectrum cephalosporin, increased from 0% in 1996 to 4.5% in 2004 (5). Expanded-spectrum cephalosporin resistance in Salmonella is of particular concern because these drugs are commonly used in treatment of pediatric salmonellosis. In addition to limiting the effectiveness of antibiotics in treating multidrug-resistant (MDR) Salmonella infections, these infections may be more likely to cause prolonged or severe illnesses than are infections with antimicrobial-susceptible strains (31). Cattle are known to be a reservoir for pathogenic nontyphoidal Salmonella and most likely contribute to human cases of MDR salmonellosis (1, 24, 26). Furthermore, recent studies of Salmonella isolates from veterinary diagnostic laboratory submissions suggest that antimicrobial resistance, particularly resistance to expanded-spectrum cephalosporins, has increased among northwestern U.S. cattle isolates (11, 12).We have observed that humans and cattle frequently have infections with the same strains as defined by PFGE and that many of these shared strains have multidrug resistance, including resistance to the expanded-spectrum cephalosporin ceftazidime. One of these shared strains (designated TYP035 at the Washington State Department of Health Public Health Laboratories) emerged among cattle in the late 1990s and was subsequently detected in human infections. In 2004 a Salmonella Typhimurium pulsed-field gel electrophoresis (PFGE) type designated TYP187 was detected in cattle (and subsequently in humans); it was distinguishable from TYP035 by only one band and shared a similar resistance phenotype, and its SpeI-PFGE profile was similar to or indistinguishable from that of TYP035 (11). This cattle-associated MDR clade is referred to hereafter as WA-TYP035/187.These observations indicate that cattle contribute to MDR Salmonella infections in humans and that an understanding of the mechanisms of emergence, dissemination, or acquisition of MDR would be of public health importance. This study investigates the increasing incidence of expanded-spectrum cephalosporin resistance in WA-TYP035/187. Variable-number tandem-repeat (VNTR) loci provide polymorphic markers that are the basis of a powerful molecular technique to discriminate isolates within clonal complexes (17, 18, 29, 32). Therefore, we used a combination of multilocus VNTR analysis (MLVA) and bla_CMY-2 plasmid profiling to investigate antimicrobial resistance within the WA-TYP035/187 clade.     

Interactions of Ralstonia solanacearum and Pectobacterium carotovorum with Meloidogyne incognita on potato

Effect of interactions of Meloidogyne incognita with Ralstonia solanacearum and interaction of M. incognita with Pectobacterium carotovorum were studied in sequential and simultaneous inoculations on potato (Solanum tuberosum). Inoculation of M. incognita caused a lesser reduction in plant growth than caused by R. solanacearum. Inoculation of M. incognita plus R. solanacearum caused a greater reduction in plant growth than the damage caused by either pathogen. Inoculation of M. incognita prior to R. solanacearum resulted in a greater reduction in plant growth than R. solanacearum was inoculated prior to M. incognita. However, inoculation of M. incognita or P. carotovorum caused similar reduction in plant growth. Inoculation of P. carotovorum prior to M. incognita caused lesser reduction in plant growth than simultaneous inoculation of both pathogens. Inoculation of M. incognita caused galling in potato roots but the size of galls was small. Inoculation of P. carotovorum or R. solanacearum with M. incognita had adverse effect on galling and nematode multiplication. Wilting or soft rot index was 3 when R. solanacearum or P. carotovorum was inoculated alone. In other treatments, where R. solanacearum or P. carotovorum was inoculated with M. incognita, wilting or soft rot indices were 5.     

Histopathology of Susceptible and Resistant Capsicum annuum Cultivars Infected with Ralstonia solanacearum

The vascular colonisation of resistant and susceptible hot chilli (Capsicum annuum) cultivars by Ralstonia solanacearum was examined using transmission electron microscopy. Tap roots of artificially-inoculated plants, grown in sterilised soil were investigated to observe the morphological barriers involved in the restriction of bacterial spread. In the resistant cultivar, several responses induced in response to bacterial infection, were observed. First, a cell wall coating material developed together with swelling of the primary wall of the xylem vessels, limiting the bacterial spread. Second, formation of various types of vesicles in the vascular parenchyma cells, which enveloped the bacterial mass and also partly restricted the pathogen spread. Third, induction of hypersensitive reaction in the xylem vessels resulted in the distortion and lysis of the bacteria. In the susceptible cultivar, vascular coating, production of vesicle and induction of hypersensitive reaction were not observed and bacterial spread was not limited. Rapid vascular colonisation of the susceptible cultivar seemed to be generalised which resulted in the rapid wilting of affected plants. Other reactions involved in both resistant and susceptible cultivars include disorganisation of cytoplasm of parenchyma cells, disintegration of nuclei, and rupturing of xylem vessel walls. The restriction of pathogen spread associated with the resistance in C. annuum to bacterial wilt was mainly attributed to some induced, morphological and physical barriers.     

Induction of resistance and expression of defense-related genes in tobacco leaves infiltrated with Ralstonia solanacearum

Ralstonia solanacearum 8107 (8107) is non-pathogenic to tobacco and elicits the hypersensitive response (HR). In Nicotiana tabacum cv. Samsun NN leaves infiltrated with 8107, acquired resistance to challenging tobacco mosaic virus (TMV) was induced 2-6 d after 8107-infiltration. hsr203J and hin1 genes were expressed only in the 8107-infiltrated area. On the other hand, the expression of PR-1a and PR-1b genes was not detected in the 8107-infiltrated area, but in areas other than that developing the HR. Expression of these PR-1 genes was regulated simultaneously and the kinetics of the expression was dependent on the distance from the infiltration area. Therefore, diffusible signal(s) might be produced in HR-causing cells and transmitted to peripheral cells resulting in expression of PR genes. In NahG10 tobacco infiltrated with 8107, the HR was induced but resistance to TMV was not. Analysis using NahG10 tobacco also showed that the salicylic acid (SA)-dependent signal regulated the expression of hsr203J and PR-1a, but not that of hin1 and PR-1b. These results suggest that resistance of tobacco to 8107 is SA-independent and involves a quite different mechanism from acquired resistance to TMV induced by 8107-infiltration which is SA-dependent.     

Genetic Diversity of African and Worldwide Strains of Ralstonia solanacearum as Determined by PCR-Restriction Fragment Length Polymorphism Analysis of the hrp Gene Region

The genetic diversity among a worldwide collection of 120 strains of Ralstonia solanacearum was assessed by restriction fragment length polymorphism (RFLP) analysis of amplified fragments from the hrp gene region. Five amplified fragments appeared to be specific to R. solanacearum. Fifteen different profiles were identified among the 120 bacterial strains, and a hierarchical cluster analysis distributed them into eight clusters. Each cluster included strains belonging to a single biovar, except for strains of biovars 3 and 4, which could not be separated. However, the biovar 1 strains showed rather extensive diversity since they were distributed into five clusters whereas the biovar 2 and the biovar 3 and 4 strains were gathered into one and two clusters, respectively. PCR-RFLP analysis of the hrp gene region confirmed the results of previous studies which split the species into an “Americanum” division including biovar 1 and 2 strains and an “Asiaticum” division including biovar 3 and 4 strains. However, the present study showed that most of the biovar 1 strains, originating from African countries (Reunion Island, Madagascar, Zimbabwe, and Angola) and being included in a separate cluster, belong to the “Asiaticum” rather than to the “Americanum” division. These African strains could thus have evolved separately from other biovar 1 strains originating from the Americas.     

Specific and sensitive detection of Ralstonia solanacearum in soil with quantitative, real-time PCR assays

Aims:  The aim of this study was to develop a sensitive and an effective method suitable for large-scale detection and quantification of Ralstonia solanacearum in soil.
Methods and Results:  Based on the specific sequence of R. solanacearum strain G1000, the primer pair R.sol1-R.sol2 and the TaqMan probe Rs-pro were designed, and specific and sensitive PCR detection methods were successfully established. The detection limit was 100 fg μl⁻¹ DNA in conventional PCR and 1·2 fg μl⁻¹ in real-time PCR. By combining real-time PCR with the modified protocols to extract DNA from soil, it was possible to achieve real-time detection of R. solanacearum in soil, and the degree of sensitivity was 100 fg μl⁻¹. To detect inhibition in soil samples, an exogenous internal positive control (IPC) was included preventing false negative results, and IPC was successfully amplified from all samples tested. The methodology developed was used to detect the presence of R. solanacearum in tobacco fields in China.
Conclusions:  The real-time PCR combined with the protocol to extract DNA from soil led to the development of a specific, sensitive and rapid detection method for R. solanacearum in soil.
Significance and Impact of the Study:  The real-time PCR improves the detection sensitivity and specificity and provides an important tool for routine detection of R. solanacearum in soil samples and for epidemiological and ecological studies.     

Comparison of Genotypes of Salmonella enterica Serovar Enteritidis Phage Type 30 and 9c Strains Isolated during Three Outbreaks Associated with Raw Almonds

In 2000 to 2001, 2003 to 2004, and 2005 to 2006, three outbreaks of Salmonella enterica serovar Enteritidis were linked with the consumption of raw almonds. The S. Enteritidis strains from these outbreaks had rare phage types (PT), PT30 and PT9c. Clinical and environmental S. Enteritidis strains were subjected to pulsed-field gel electrophoresis (PFGE), multilocus variable-number tandem repeat analysis (MLVA), and DNA microarray-based comparative genomic indexing (CGI) to evaluate their genetic relatedness. All three methods differentiated these S. Enteritidis strains in a manner that correlated with PT. The CGI analysis confirmed that the majority of the differences between the S. Enteritidis PT9c and PT30 strains corresponded to bacteriophage-related genes present in the sequenced genomes of S. Enteritidis PT4 and S. enterica serovar Typhimurium LT2. However, PFGE, MLVA, and CGI failed to discriminate between S. Enteritidis PT30 strains related to outbreaks from unrelated clinical strains or between strains separated by up to 5 years. However, metabolic fingerprinting demonstrated that S. Enteritidis PT4, PT8, PT13a, and clinical PT30 strains metabolized l-aspartic acid, l-glutamic acid, l-proline, l-alanine, and d-alanine amino acids more efficiently than S. Enteritidis PT30 strains isolated from orchards. These data indicate that S. Enteritidis PT9c and 30 strains are highly related genetically and that PT30 orchard strains differ from clinical PT30 strains metabolically, possibly due to fitness adaptations.Salmonella enterica is one of the major causes of bacterial food-borne illness worldwide. Many serovars of S. enterica serovar Enteritidis emerged as serious problems in the human food supply during the 1980s, and these cases were associated mostly with undercooked eggs and poultry (26). The phage typing of S. Enteritidis strains associated with egg-associated outbreaks had indicated that phage types 8 (PT8) and PT13a were the most common PTs in the United States (12), and PT4 was the most common in Europe (22). Through education and quality improvements, the incidence of S. Enteritidis due to egg products has decreased in the United States (18). However, several recent outbreaks have identified new sources for S. Enteritidis, specifically mung bean sprouts, tomatoes, and raw whole almonds (3, 13, 31).At the time of the 2001 outbreak, almonds and other low-moisture foods were considered an unlikely source of food-borne illness. Almonds are California''s major tree nut crop and have ranked first in California agricultural exports for many years, accounting for 60% of world production in 2000 (14) and 80% in 2008 (http://www.almondboard.com/AboutTheAlmondBoard/Documents/2008-Almond-Board-Almanac.pdf). However, no outbreaks associated with almonds had been reported before 2001. In the spring of 2001, Canadian health officials identified a link between illnesses caused by S. Enteritidis and the consumption of raw almonds (6). Outbreak-related cases were identified from November 2001 to July 2001 in several provinces across Canada and in several regions in the United States (13). During the traceback investigation, almond retailers, processors, and growers were identified, and S. Enteritidis PT30 was cultured from almond samples, a huller/sheller facility, and environmental samples from the orchards (30). The ability to identify the contaminated food source for this outbreak was aided significantly by the previously rare occurrence of S. Enteritidis PT30. S. Enteritidis PT30 continued to be isolated from one of the outbreak-associated orchards during a 5-year period, suggesting that this organism was highly fit for persistence in this environment (30).In 2004, another rare S. Enteritidis PT (PT9c) was linked to a second outbreak associated with raw almonds. Similarly to the first outbreak, both phage typing and pulsed-field gel electrophoresis (PFGE) aided the identification of related cases caused by S. Enteritidis PT9c that occurred over a large geographical region of the United States and Canada (3). A third S. Enteritidis PT30 outbreak associated with raw almonds was reported in Sweden in 2005 to 2006 (15).We have characterized, by molecular methods, S. Enteritidis strains recovered from clinical, almond, and orchard samples related to these three outbreaks to determine whether they were related genotypically. Additional S. Enteritidis strains representing some common phage types also were examined for comparison. Strains were genotyped by PFGE profiling, multilocus variable-number tandem repeat analysis (MLVA), and comparative genomic indexing (CGI) with a S. enterica serovar Typhimurium LT2/Enteritidis PT4 microarray to determine relatedness and whether an association with the source could be determined.     

Random Genome Sequencing of Ralstonia solanacearum Strain IVIA 1602 and Comparative Analysis with Strain GMI1000

Ralstonia solanacearum is a β‐proteobacterium which affects several hundred plant species and provokes important agronomic losses. Five biovars of this bacterium have been described and they show behavioural differences. In this study a random sequencing of the genome of R. solanacearum strain IVIA 1602 (race 3, biovar 2), isolated from potato, was performed. The resulting 730 Genomic Survey Sequences (GSSs), representing 6.38% of the complete genome, were compared against the completely sequenced genome of strain GMI1000 (race 1, biovar 3), isolated from tomato, which is the only strain of this species sequenced until now. This comparative analysis showed, as expected, a high degree of similarity, but it also revealed strain‐specific regions of the genome as well as a number of insertion/deletion events and chromosomal rearrangements. All together, this comparative analysis gives an overview of the genomic divergence between these two biovars of the R. solanacearum species complex.     

Evolutionary History and Phylogeography of Rabies Viruses Associated with Outbreaks in Trinidad

Bat rabies is an emerging disease of public health significance in the Americas. The Caribbean island of Trinidad experiences periodic outbreaks within the livestock population. We performed molecular characterisation of Trinidad rabies virus (RABV) and used a Bayesian phylogeographic approach to investigate the extent to which outbreaks are a result of in situ evolution versus importation of virus from the nearby South American mainland. Trinidadian RABV sequences were confirmed as bat variant and clustered with Desmodus rotundus (vampire bat) related sequences. They fell into two largely temporally defined lineages designated Trinidad I and II. The Trinidad I lineage which included sequences from 1997–2000 (all but two of which were from the northeast of the island) was most closely related to RABV from Ecuador (2005, 2007), French Guiana (1990) and Venezuela (1993, 1994). Trinidad II comprised sequences from the southwest of the island, which clustered into two groups: Trinidad IIa, which included one sequence each from 2000 and 2007, and Trinidad IIb including all 2010 sequences. The Trinidad II sequences were most closely related to sequences from Brazil (1999, 2004) and Uruguay (2007, 2008). Phylogeographic analyses support three separate RABV introductions from the mainland from which each of the three Trinidadian lineages arose. The estimated dates for the introductions and subsequent lineage expansions suggest periods of in situ evolution within Trinidad following each introduction. These data also indicate co-circulation of Trinidad lineage I and IIa during 2000. In light of these findings and the likely vampire bat origin of Trinidadian RABV, further studies should be conducted to investigate the relationship between RABV spatiotemporal dynamics and vampire bat population ecology, in particular any movement between the mainland and Trinidad.