Keywords
Burkholderia pseudomallei; Enterobacterial repetitive intergenic consensus 5
(ERIC)-PCR, Multilocus sequence typing (MLST) 6
Authors: Nay Myo Aung,1,3* Khine Khine Su,3 Narisara Chantratita,2 Chanwit Tribuddharat1 7
Affiliations: 8
1Department of Microbiology, Faculty of Medicine Siriraj Hospital, Mahidol University, 9
Bangkok,10700, THAILAND 10
2 Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol 11
University, 10400, THAILAND 12
3 Department of Microbiology, Defense Services Medical Academy, 11021, MYANMAR 13
*Corresponding author: Mailing address: Department of Microbiology, Defense Services 14
Medical Academy, 11021, Myanmar. Tel: +95 9262626644, E-mail:
[email protected] 15
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Abstract
(196 words) 22
Melioidosis is a potentially fatal disease caused by Burkholderia pseudomallei , which is 23
endemic in Southeast Asia, including Myanmar. The typeability of enterobacterial repetitive 24
intergenic consensus (ERIC)-PCR assessed for 21 B. pseudomallei , they used the results of 25
sequence types (STs) of the multilocus sequence typing (MLST) method. Among 5 soil and 26
16 clinical B. pseudomallei isolates, the most significant bands were similar in position but 27
different in minor band formation. ST 90 of two soil strains (Tontae_NMBP001 and 28
Tontae_NMBP002) displayed the same ERIC banding pattern, while ST 56 of two clinical 29
isolates (MMBP005 and MMBP010) from different regions exhibited a single type. The same 30
ST found both clusters in the MLST method. The shared group STs showed four or three 31
satellite variants in the MLST scheme. One novel studied ST (ST 1729) and regarded it as an 32
out-group in the ERIC pattern. ERIC PCR demonstrated high discriminatory power, while 33
MLST provided more discrimination for genetic diversity. MLST requires extensive 34
sequencing and bioinformatics analysis, making it challenging to implement in resource-35
limited settings. More isolates are needed to validate these findings. Despite its limitations, 36
ERIC PCR represents a valuable and cost-effective alternative to MLST for molecular typing 37
of B. pseudomallei in resource-limited settings. 38
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Introduction
(2,488 words) 47
Melioidosis is an infectious disease caused by the gram-negative bacterium Burkholderia 48
pseudomallei, which is prevalent in the soil and water of Southeast Asia and Northern 49
Australia. The bacterium is an opportunistic pathogen that can cause a wide range of clinical 50
manifestations, from acute sepsis to chronic infections, with mortality rates as high as 40% 51
(1). Early diagnosis and prompt treatment with appropriate antibiotics are crucial for 52
successful outcomes; however, the accurate identification and typing of B. pseudomallei 53
remains challenging, particularly in resource-limited settings. 54
Molecular techniques have emerged as valuable tools for identifying and typing B. 55
pseudomallei isolates. Among these, enterobacterial repetitive intergenic consensus 56
polymerase chain reaction (ERIC PCR) and multilocus sequence typing (MLST) has widely 57
used for the molecular epidemiology and phylogenetic analysis of B. pseudomallei (2). ERIC 58
PCR is a PCR-based technique that amplifies the repetitive elements within the bacterial 59
genome, producing a DNA fingerprint that can use for strain typing and clustering analysis 60
(3). MLST, on the other hand, is a sequence-based method that targets specific genes in the 61
bacterial genome, enabling the identification of unique alleles and the determination of 62
genetic relatedness among isolates (4). 63
Despite the usefulness of MLST in identifying genetic variations and tracing the transmission 64
of B. pseudomallei, its implementation can be problematic in resource-limited settings due to 65
its high cost and technical requirements. In contrast, ERIC PCR is a simple and cost-effective 66
alternative method for the molecular typing of bacteria, including B. pseudomallei . This 67
technique amplifies the regions flanking the Enterobacterial Repetitive Intergenic Consensus 68
(ERIC) sequence, a repetitive DNA element in multiple copies in bacterial genomes. The 69
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resulting banding patterns can be analyzed using gel electrophoresis, and clusters of strains 70
with similar patterns can be identified. 71
However, while ERIC PCR is a helpful tool for molecular epidemiology studies, it has some 72
limitations. For instance, it may not be as reliable as MLST in identifying genetically closely 73
related strains, as it depends on intergenic regions' variability rather than specific nucleotide 74
changes. Additionally, interpreting ERIC PCR results can be subjective, as the banding 75
patterns can be affected by experimental conditions and the interpretation of gel images (5). 76
Despite its limitations, ERIC PCR represents a valuable and cost-effective alternative to 77
MLST for molecular typing of B. pseudomallei in resource-limited settings. Its simplicity and 78
low cost could be available for surveillance and outbreak investigations, particularly in 79
endemic areas with limited advanced molecular methods. 80
In the context of Myanmar, where melioidosis is endemic, using these molecular techniques 81
to identify and type B. pseudomallei is essential for epidemiological investigations and 82
surveillance. However, the applicability of these methods in resource-limited settings needs 83
to evaluate. This study aims to provide an overview of the use of ERIC PCR and MLST for 84
identifying and typing B. pseudomallei in Myanmar and their potential as tools for the 85
surveillance and control of melioidosis. 86
Materials and methods
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Bacterial strain collection 88
Five soil and sixteen clinical isolates of Burkholderia pseudomallei were collected in a 89
previous study (6). Briefly, the published primers in the pudmlst website were used to 90
amplify the published housekeeping gene fragments ( ace, gltB, gmhD, lepA, lipA, narK, ndh) 91
(19, 158). ( https://pubmlst.org/bpseudomallei/). The PCR condition was evaluated in a 92
previous study, and continued amplicon sequencing was done using Sanger methods (First 93
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Base company, Malaysia). Each isolate was analyzed by a string of seven integers (the allelic 94
profile), which correspond to the allele numbers at the seven loci, in the order ace-gltB-95
gmhD-lepA-lipA-narK-ndh. Next, each unique allelic profile was considered a clone and was 96
assigned a sequence type (ST), which also gave a convenient descriptor for the clone. An 97
MLST database containing the sequences of all alleles, the allelic profiles, and information 98
about the B. pseudomallei isolates, together with analysis tools, was recorded at Imperial 99
College (London, United Kingdom) and can be examined on the B. pseudomallei pages of the 100
MLST website (www.mlst.net). The resulting sequences at the seven loci were concatenated 101
in the order of loci used to determine the allelic profile. 102
For the genotyping of B. pseudomallei, we performed ERIC-PCR again, and a pair of forward 103
and reverse primers were used according to the reference article (3). The primers of 5'-ATG 104
TAA GCT CCT GGG GAT TCA C-3' (F) and 5'-AAG TAA GTG ACT GGG GTG AGC G-105
3' (R) were applied. The reaction was performed in a volume of in 20 μ l volumes containing 106
0.2 μ l of 1 U of DNA polymerase (Thermoscience), 1 μ l of DNA solution, 2 μ l of 1x standard 107
Taq reaction buffer (with MgCl2), 0.5 μ l of 0.25 mM each dATP, dCTP, dGTP, and dTTP, 108
and 0.5 μ l of 0.5 μ M each primer, adding 15.3 DNase free water. Finally, the thermocycler 109
was programmed. Simultaneously, negative ( Burkholderia species) were used to observe the 110
Results
accurately. Gel bands of each isolate were examined under the installed software of 111
the gel documentation system. 112
Ethics review 113
The Siriraj Institutional Review Board approved the study (SIRB number: 546/2562 (EC1). 114
Results
115
Among 21 isolates, ST 90 (n=6, 28.57%) was found as common ST from 3 clinical and soil 116
isolates, respectively (Table 1). The remaining isolates were resulted as previously published 117
and uploaded sequence types ST300 (n=1, 4.76%), ST 56 (n=2, 9.52%), ST 354 (n=2, 118
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9.52%), ST 416 (n=1, 4.76%), which were isolated from clinical samples, whereas soil isolate 119
showed ST 42 (n=1, 4.76%). The rest 8 isolates were identified in novel STs, representing ST 120
1722, ST 1723, ST 1724, ST 1725, ST 1727, ST 1728, and ST 1729 from clinical samples 121
and ST 1726 from soil samples (Table 4.13). 122
As a resource-limited country, Myanmar, the rapid, cost-effective, and flexible genotyping 123
Method
for B. pseudomallei isolates was developed, presenting the Enterobacterial Repetitive 124
Intergenic Consensus Polymerase Chain Reaction (ERIC-PCR) technique. Among 5 soil and 125
16 clinical B. pseudomallei isolates, it was seen that most of the major bands were quite 126
similar in position but different in minor band formation. Therefore, ST 90 of two soil strains 127
(Tontae_NMBP001 and Tontae_NMBP002) displayed the same ERIC banding pattern, while 128
ST 56 of two clinical isolates (MMBP005 and MMBP010) exhibited a single type. 129
Surprisingly, both of those two clusters were found to be the same ST in the MLST method 130
(Figure. 1). It is noteworthy to reveal that both clinical isolates with ST 56 were obtained 131
from patients residing in the same region of Yangon, which encompasses different cities such 132
as Hlegu and Khayan (Figure. 2). Overall, ST 90 were approximately analyzed as a same 133
clade, including one novel ST 1726. One novel ST (ST 1724) in this study was fo und in the 134
same cluster with old published ST 300 in global data, showing DLV difference in the MLST 135
scheme. It was observed that above mentioned 2 isolates exhibited 80% similarity in the 136
ERIC pattern. However, another novel STs in this study shared the same groups with 137
published STs (e.g., ST 1722 and ST 90, and ST 354 and ST 1725). The shared group STs 138
showed four or three satellite variants in the MLST scheme. One novel studied ST (ST 1729) 139
and was regarded as an out-group in the ERIC pattern. 140
Discussion
141
MLST is a flexible and powerful epidemiological tool to study the distribution and evolution 142
of bacterial populations (7). ERIC PCR remains a rapid technique, easy to use, and cheap 143
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with an acceptable outcome. However, it was still problematic in its reproducibility. 144
However, the quick assessment of B. pseudomallei was still essential due to its usefulness for 145
molecular epidemiology investigations in outreach areas and low-resource countries (8). In 146
this study, it was evaluated whether it was helpful to discriminate among STs of B. 147
pseudomallei. It was likely that it could identify shared groups among the same STs. Most 148
major band patterns of ERIC PCR exhibited approximately 80% similarity among historical 149
STs and novel STs of the present study. 150
This study found two isolates (MMBP005 and MMBP010) as a single genotype in the ERIC 151
PCR banding pattern. Surprisingly, those two isolates were isolated from different hospitals 152
with different regions but the same province and probably infected through traveling. There 153
was no assessment of STs from soil isolates, but an additional study should be conducted for 154
epidemiological research in the environmental association. Antonov et al. said that ribotyping 155
and pulsed-field gel electrophoresis are time-consuming and technically challenging for many 156
laboratories. ERIC PCR can be used for the rapid discrimination of B. mallei and B. 157
pseudomallei strains (9). In addition, detecting genetically diverse strains within a single 158
geographical area highlights the complex epidemiology of B. pseudomallei and the need for 159
continued surveillance and investigation of this pathogen in Myanmar. 160
For ST 90, two soil isolates were collected from the same region, but some clinical isolates 161
were distinct and showed the same clade. Interestingly, ST 90, which was observed to be a 162
part of a clade with one novel ST (ST 1726), exhibited approximately 80% similarity in the 163
ERIC pattern. This finding suggests that these strains may have a common ancestor and may 164
be related to each other. The presence of satellite variants in the MLST scheme for shared 165
group STs (e.g., ST 1722 and ST 90, and ST 354 and ST 1725) further supports the idea of 166
genetic diversity within these groups. 167
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On the other hand, the novel ST 1729 was identified as an out-group in the ERIC pattern, 168
indicating that this strain may be genetically distinct from the different strains studied. 169
Further analysis is needed to determine the significance of this observation. A few isolates 170
that showed a single genotype in the present study were not representative of discrimination 171
of B. pseudomallei, and it pointed out for further research. 172
Conclusion
173
This study showed that ERIC PCR represents a valuable and cost-effective alternative to 174
MLST for molecular typing of B. pseudomallei in resource-limited settings. Its simplicity and 175
low cost make it an attractive option for surveillance and outbreak investigations, particularly 176
in endemic areas with limited advanced molecular methods. 177
Acknowledgments 178
We are grateful to all the laboratory practitioners in Myanmar who collected and stored the 179
leftover samples. We express our gratitude to Mahidol Neighboring Countries Grant's support 180
for this publication. We are obligated to our colleagues from the Department of 181
Microbiology, Faculty of Medicine Siriraj Hospital, Mahidol University. 182
Conflict of Interest 183
None to declare. 184
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References
192
1. Currie BJ, Ward L, Cheng AC. The Epidemiology and Clinical Spectrum of Melioidosis: 193
540 Cases from the 20 Year Darwin Prospective Study. PLoS Negl Trop Dis. 2010 Nov 194
30;4(11):e900. 195
2. Antonov VA, Tkachenko GA, Altukhova VV, Savchenko SS, Zinchenko OV, Viktorov 196
DV, et al. Molecular identification and typing of Burkholderia pseudomallei and 197
Burkholderia mallei: when is enough enough? Trans R Soc Trop Med Hyg. 2008 198
Dec;102 Suppl 1:S134-139. 199
3. Ranjbar R, Tabatabaee A, Behzadi P, Kheiri R. Enterobacterial Repetitive Intergenic 200
Consensus Polymerase Chain Reaction (ERIC-PCR) Genotyping of Escherichia coli 201
Strains Isolated from Different Animal Stool Specimens. Iran J Pathol. 2017;12(1):25–202
34. 203
4. Sabat AJ, Budimir A, Nashev D, Sá-Leão R, Dijl JM van, Laurent F, et al. Overview of 204
molecular typing methods for outbreak detection and epidemiological surveillance. 205
Eurosurveillance. 2013 Jan 24;18(4):20380. 206
5. Bilung LM, Pui CF, Su’ut L, Apun K. Evaluation of BOX-PCR and ERIC-PCR as 207
Molecular Typing Tools for Pathogenic Leptospira. Disease Markers. 2018 Aug 208
1;2018:e1351634. 209
6. Aung NM, Su KK, Chantratita N, Tribuddharat C. Workflow for Identification of 210
Burkholderia pseudomallei Clinical Isolates in Myanmar. Jpn J Infect Dis [Internet]. 211
2022 Nov 1 [cited 2023 Mar 3]; Available from: 212
https://doi.org/10.7883/yoken.JJID.2022.508 213
7. Multilocus Sequence Typing and Evolutionary Relationships among the Causative 214
Agents of Melioidosis and Glanders, Burkholderia pseudomallei and Burkholderia mallei 215
| Journal of Clinical Microbiology [Internet]. [cited 2023 Mar 5]. Available from: 216
https://journals.asm.org/doi/full/10.1128/JCM.41.5.2068-2079.2003 217
8. ERIC-PCR fingerprinting-based community DNA hybridization to pinpoint genome-218
specific fragments as molecular markers to identify and track populations common to 219
healthy human guts - ScienceDirect [Internet]. [cited 2023 Mar 5]. Available from: 220
https://www.sciencedirect.com/science/article/abs/pii/S0167701204001691 221
9. Currie BJ, Dance DAB, Cheng AC. The global distribution of Burkholderia pseudomallei 222
and melioidosis: an update. Transactions of The Royal Society of Tropical Medicine and 223
Hygiene. 2008 Dec 1;102(Supplement_1):S1–4. 224
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Figure 1 Assessment of ERIC patterns with related STs in Myanmar and highlight boxes showed
the same patterns with the same STs
The same clone was a color-coded group
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Figure 2 Distribution of STs 56 in Yangon division
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Table 1 Myanmar B. pseudomallei isolates analyzed by multilocus sequence typing
Strain Source
Year ST
Allele profile
Type of
specimen ace gltB gmhD lepA lipA narK ndh
MMBP001 Human blood 2018 300 1 1 3 1 1 4 1
MMBP002 Human blood 2018 1722 a 4 2 3 1 1 2 3
MMBP003 Human Urine 2018 1723 a 1 4 49 1 1 2 1
MMBP004 Human wound 2018 1728 a 1 12 6 1 10 4 1
MMBP005 Human blood 2018 56 3 1 4 1 1 4 1
MMBP006 Human tissue 2018 1724 a 1 1 3 1 8 2 1
MMBP007 Human blood 2018 1725 a 1 2 3 2 3 3 3
MMBP008 Human blood 2018 354 1 1 3 2 1 4 1
MMBP009 Human blood 2018 354 1 1 3 2 1 4 1
MMBP010 Human blood 2018 56 3 1 4 1 1 4 1
MMBP011 Human Urine 2018 1729
a 1 12 6 1 9 4 1
MMBP012 Human blood 2018 1727 a 1 12 13 2 1 1 3
MMBP013 Human pleural fluid 2018 416 1 12 6 1 1 4 1
MMBP014 Human blood 2018 90 1 12 6 1 1 4 1
MMBP015 Human pus 2018 90 1 12 6 1 1 4 1
MMBP016 Human blood 2018 90 1 1 6 2 1 42 1
Tontae_NMBP001 Soil Soil 2018 90 1 12 6 1 1 4 1
Tontae_NMBP002 Soil Soil 2018 90 1 12 6 1 1 4 1
Tontae_NMBP003 Soil Soil 2018 90 1 12 6 1 1 4 1
Pathein_NMBP004 Soil Soil 2018 42 1 12 6 2 1 2 1
Pathein_NMBP005 Soil Soil 2018 1726
a 1 10 6 2 1 2 1
/i1Showing novel ST
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