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. 2024 Jun 11;6(3):dlae089. doi: 10.1093/jacamr/dlae089

Evaluation of screening algorithms to detect rectal colonization with carbapenemase-producing Enterobacterales in a resource-limited setting

Thi Anh Mai Pham 1,2,3,4,b, Tung Xuan Nguyen 5, Troung Nhat My 6,c, Lan Thi Le 7,c, Huyen Thi Vu 8,c, Ngoc Thi Bich Hoang 9, Dien M Tran 10, Linh Viet Nguyen 11, Phuc D Pham 12, Dennis Nurjadi 13,14, Flavie Goutard 15, Thirumalaisamy P Velavan 16,17,18, Van Anh Thi Dinh 19,20, Y M Gildas Hounmanou 21, Bent Jörgensen 22,23,24, Le Huu Song 25,26, Nhung T T Nguyen 27,28, Etienne Loire 29, Åse Östholm 30, Lennart E Nilsson 31, Tuyet Hanh T Tran 32, Phuc H Phan 33,34, Anders Dalsgaard 35, Mattias Larsson 36,37, Linus Olson 38,39,40,✉,d, Håkan Hanberger 41,42,b,d
PMCID: PMC11166082  PMID: 38863560

Abstract

Objectives

To improve and rationalize the detection of carbapenemase-producing Enterobacterales (CPE) in rectal swabs in a high-prevalence and resource-constrained setting, addressing surveillance challenges typically encountered in laboratories with limited resources.

Methods

A point prevalence survey (PPS) was conducted on 15 August 2022, in a provincial children’s hospital in northern Vietnam. Rectal swab samples of all admitted children were collected and plated on a selective medium for carbapenem-resistant Enterobacterales (CRE). Species identification and antimicrobial susceptibility testing (AST) were performed by MALDI-TOF, and VITEK2 XL and interpreted according to CLSI breakpoints (2022). Carbapenemases were detected by the carbapenem inactivation method (CIM) and quantitative real-time PCR (qRT-PCR).

Results

Rectal swab samples were obtained from 376 patients. Of 178 isolates growing on the CRE screening agar, 140 isolates were confirmed as Enterobacterales of which 118 (84.3%) isolates were resistant to meropenem and/or ertapenem. CIM and PCR showed that 90/118 (76.3%) were carbapenemase producers. Overall, 83/367 (22.6%) were colonized by CPE. Klebsiella pneumoniae, Escherichia coli and Enterobacter cloacae complex were the most common CPE detected, with NDM as the predominant carbapenemase (78/90; 86.7%). Phenotypic resistance to meropenem was the best predictor of CPE production (sensitivity 85.6%, specificity 100%) compared with ertapenem resistance (95.6% sensitivity, 36% specificity). CIM was 100% concordant with PCR in detecting carbapenemases.

Conclusions

These findings underscore the effectiveness of meropenem resistance as a robust indicator of the production of carbapenemases and the reliability of the CIM method to detect such carbapenemases in resource-limited settings where the performance of molecular methods is not possible.

Introduction

Carbapenem-resistant Enterobacterales (CRE) have been classified as critical priority pathogens by the WHO, signifying their substantial impact on global public health.1 CRE infections are often associated with poor clinical outcomes, high morbidity and mortality rates, prolonged hospital stays and a high economic burden.2,3 Within the global landscape, Southeast Asia and especially Vietnam is recognized as a prominent hotspot for CRE, highlighting the region’s vulnerability to and the urgent need for addressing the challenges posed by CRE.2,4

The upsurge in CRE is predominantly fuelled by the rise and dissemination of carbapenemases, a specific subgroup of β-lactamases proficient in hydrolysing carbapenems. Carbapenem resistance can also be mediated by mutations in target genes, alterations in membrane permeability, or overexpression of efflux pumps.5 Although CRE as a whole pose treatment challenges, carbapenemase-producing Enterobactererales (CPE) stand out as a more pressing concern for infection prevention and treatment.6 This is because carbapenemase genes are predominantly carried on plasmids, facilitating their transfer between bacterial species.7 As a result, CPE outbreaks are frequently reported.8,9

Screening for CPE colonization and carbapenemase characterization is invaluable in monitoring the dynamics of regional CPE spreads.3 CPE colonization has been identified as a risk factor for acquiring infection with CPE.10 In addition, prolonged rectal carriage may promote onward transmission in local communities as well as globally.11 Therefore, we undertook a point prevalence survey (PPS) to evaluate the performance of a CRE selective growth medium combined with species identification and antimicrobial susceptibility testing (AST) to obtain a snapshot of CPE epidemiology in a Vietnamese paediatric hospital in the Red River Delta. This study aimed to contribute insights into the epidemiology of CPE to better understand and manage the escalating challenges posed by CPE in the region.

Methods

Study design and participants

A PPS was conducted on 15 August 2022 at a Director Board hospital in the Red River Delta in Vietnam. Paediatric inpatients of all ages who were admitted to one of the 13 departments were included in the study after informed consent.

Study setting

Thai Binh province is located in the Red River Delta region of northern Vietnam with a population of 1.9 million inhabitants, with an estimated 2500 physicians in 2021 registered for practice in the study hospital. It is subdivided into seven rural districts and one provincial capital, Thai Binh.

Data collection and bacterial culture on study site

Rectal swab samples were collected using sterile cotton swabs. Samples were cultured on selective chromogenic carba agar (CHROMagar mSuperCARBA; Melab/Lavitec, Vietnam) to screen for CRE and incubated at 35 ± 2°C for 18–24 h. In the case of bacterial growth, species identification of suspected CRE and AST for ertapenem and meropenem were performed using VITEK MS (bioMérieux) and VITEK 2 XL (bioMérieux), respectively. AST results were interpreted according to the clinical breakpoints suggested by CLSI 2022. Bacterial isolates were cryopreserved until further use.

External validation and detection of carbapenemase production

Cryopreserved CRE isolates were recultured on selective medium for CRE, CHROMagarTM mSuperCARBATM (MAST Group, Germany). Isolates growing on mSuperCARBA plates were identified by MALDI-TOF MS (Bruker Daltonics). All confirmed CRE isolates underwent carbapenemase detection by in vitro carbapenem inactivation assay (CIM)12 and molecular detection of carbapenemase genes by quantitative real-time PCR (qRT-PCR) (blaOXA-48-like, blaVIM, blaNDM and blaKPC), using previously published and validated primers13 (Tables S1 and S2, available as Supplementary data at JAC-AMR Online). The strains Klebsiella pneumoniae ATCC BAA 1705 and K. pneumoniae ATCC BAA 1706 were used as positive and negative controls for the CIM assay, respectively.

Statistical analysis

Descriptive statistics analysis and diagnostic test performance were performed using Stata18 (StataCorp, USA).

Results

Evaluation of procedures and methods to detect CPE

On 15 August 2022, 376 patients were screened for CRE rectal colonization using chromogenic CRE selective media. Of the 376 rectal swabs, 150 (39.9%) yielded positive culture results with 178 isolates (one species in each of 122 samples and two different species in each of 28 samples). VITEK MS confirmed 140/178 isolates (78.7%) as Enterobacterales, but 38 (21.3%) isolates were non-fermenters and therefore excluded from further analysis. Phenotypic AST using VITEK 2 XL confirmed that 118/140 (84.3%) were CRE, with 77/140 isolates being resistant to both ertapenem and meropenem and 41/140 (29.3%) isolates resistant to ertapenem only. Twenty-two (15.7%) suspected CRE isolates were resistant neither to meropenem nor ertapenem (Table 1).

Table 1.

Detection of carbapenemase-producing Enterobacterales in a point prevalence study, Vietnam 2022; data presented are the number of isolates obtained from 376 patient samples

Species CPEa Ertapenem resistanceb Meropenem resistancec Meropenem inactivation (CIM) Carbapenemase gene detectiond
Yes, n (%) No, n (%) Yes, n (%) No, n (%) Yes, n (%) No, n (%) Yes, n (%) No, n (%) Yes, n (%) No, n (%)
Klebsiella pneumoniae 35 (70.0) 15 (30.0) 43 (86.0) 7 (14.0) 33 (66.0) 17 (34.0) 35 (70.0) 15 35 (70.0) 15 (30.0)
Escherichia coli 33 (49.3) 34 (50.7) 52 (77.6) 15 (22.4) 22 (32.8) 45 (67.2) 33 (49.3) 34 33 (49.3) 34 (50.7)
Enterobacter cloacae 20 (95.2) 1 (4.8) 21 (100) 0 (0) 20 (95.2) 1 (4.8) 20 (95.2) 1 20 (95.2) 1 (4.8)
Citrobacter freundii 1 (100) 0 (0) 1 (100) 0 (0) 1 (100) 0 (0) 1 (100) 0 1 (100) 0 (0)
Klebsiella oxytoca 1 (100) 0 (0) 1 (100) 0 (0) 1 (100) 0 (0) 1 (100) 0 1 (100) 0 (0)
Total 90 50 118 22 77 63 90 50 90 50

CIM, carbapenem inactivation assay; CPE, carbapenemase-producing Enterobacterales; I, intermediate; MIC, minimum inhibitory concentration; R, resistant.

aCPE is defined as isolates belonging to the order Enterobacterales with positivity for carbapenem inactivation in vitro and/or detection of carbapenemase genes.

bErtapenem susceptibility was determined using VITEK2 XL, interpreted according to CLSI guidelines (MIC interpretation: S ≤ 0.5 mg/L, I = 1 mg/L, R ≥ 2 mg/L).

cMeropenem susceptibility was determined using VITEK2 XL, interpreted according to CLSI guidelines(MIC interpretation: S ≤ 1 mg/L, I = 2 mg/L, R ≥ 4 mg/L).

dMolecular detection of carbapenemase genes were performed by qRT-PCR. Genes included in the panel: blaNDM, blaVIM, blaOXA-48-like, blaKPC.

All 178 isolates recovered on the CRE selective medium were further characterized in an external laboratory. All 178 isolates grew on the CHROMagarTM mSuperCARBATM plates, revealing a minor discordant result (140 versus 141 Enterobacterales). One isolate previously identified as Aeromonas sobria was identified as Citrobacter freundii in the validation but was phenotypically susceptible to meropenem and was therefore not processed further. The carbapenemase activity (CIM assay) test and qRT-PCR corroborated and showed that 90/140 isolates (63.8%) were carbapenemase producers. Carbapenemase genes were detected in 90/140 (63.8%), with 89 (98.9%) isolates harbouring a single gene, and 1 isolate (1.1%) harbouring both blaOXA-48 and blaNDM (Figure 1, Table S3).

Figure 1.

Figure 1.

Detection of carbapenemase genes in carbapenem-resistant Enterobacterales (CRE) from rectal swabs in Vietnam. (a) Frequency (%) of carbapenemase gene detection in CRE and (b) by species (n = 140). (c) Distribution of carbapenemase genes by ertapenem MIC. (d) Distribution of carbapenemase genes by meropenem MIC, one missing value for meropenem MIC (total n = 89).

Characteristics of carbapenemase-producing Enterobacterales

Rectal colonization with CPE was detected in 83 of 376 (22.1%) screened patients with 7 patients (7/83; 8.4%) colonized by more than one CPE. Almost all Enterobacter cloacae complex (20/21; 95%) growing on selective CRE agar were carbapenemase producers (NDM). In contrast, only 70% (35/50) Klebsiella pneumoniae isolated from CRE agar were carbapenemase producers, and only (33/34; 49%) of Escherichia coli growing on CRE agar were CPEs. NDM was the predominant carbapenemase encountered (78/90; 86.7%) and was the predominant carbapenemase in both K. pneumoniae and the E. cloacae complex (70% and 95%, respectively). OXA-48-like was more common in E. coli, with 11/13 isolates harbouring the blaOXA-48-like gene (Figure 1a and b). NDM-type carbapenemases were typically found in isolates exhibiting high ertapenem and/or meropenem MICs, whereas OXA-48-like–producing Enterobacterales could be phenotypically susceptible to ertapenem and/or meropenem. Seven of 12 (58.3%) OXA-48-like–producing Enterobacterales were ertapenem-resistant but meropenem-susceptible, and 4 of 12 (33.3%) isolates were both ertapenem-susceptible and meropenem-susceptible (Figure 1c and d).

Phenotypic resistance to meropenem was the best predictor for carbapenemase production, with a sensitivity of 85.6% (95% CI: 76.6%–92.1%), 100% specificity (95% CI: 92.9%–100%), 100% positive predictive value (PPV) and 79.4% negative predictive value (NPV). Although ertapenem AST had a higher sensitivity of 95.6% (95% CI: 89%–98.8%), the specificity was significantly lower than meropenem AST, at only 36% (95% CI: 22.9%–50.8%), with 72.9 PPV and 81.8% NPV. Thus, meropenem resistance was the best predictor of carbapenemase genes and carbapenemase activity in our study. Ertapenem AST was more sensitive in detecting OXA-48-like producers than meropenem AST (8/12 isolates producing OXA-48-like only were ertapenem resistant versus 1/12 meropenem resistant).

Discussion

Our evaluation of the screening algorithm indicated that culturing of rectal swabs on selective CRE agar lacked specificity to detect CPE. The incorporation of meropenem AST exhibited a higher specificity than ertapenem AST in detecting CPE isolates. However, relying solely on meropenem AST may lead to the oversight of OXA-48-like producers.5 Performing an additional assay on ertapenem- and/or meropenem-resistant isolates to detect meropenem hydrolysing activity, such as the CIM assay, can significantly increase the specificity while retaining the highest sensitivity, especially in resource-limited settings like ours in Vietnam where access to PCR is not feasible. It has been reported that strains with low expression of carbapenemases may be missed due to the sensitivity of the mSuperCARBA plates. However, compared with other plates, mSuperCARBA has been reported to have the highest sensitivity for detection of carbapenemase producers.14,15 Our PPS study revealed that 22.1% of the screened patients exhibited colonization with CPE, and 8.4% were colonized by more than one species. The predominant carbapenemase genes identified were blaNDM and blaOXA-48-like. Interestingly, our analysis did not reveal the presence of blaKPC in the isolates from this PPS, which contrasts somewhat with expectations. Previous studies in Vietnam had indicated a high prevalence of blaKPC and blaNDM.16–18

Supporting our findings, a recent study by Yen et al.19 investigating the prevalence of CRE in rural Vietnam identified both blaNDM and blaOXA as the predominant carbapenemase genes. It is worth noting that many studies are conducted in hospital settings, often involving critically ill patients, particularly those in ICUs, or are focused on specific bacterial species.16,17,20 Such study settings may introduce selection bias, and prevalence studies should consider sampling diverse populations, settings and regional variations to understand the landscape of CPE.21 The rise of NDM as a prevalent carbapenemase is indeed alarming.19,22 NDM-type β-lactamase is one of the most potent β-lactamases, which cannot be inhibited by any β-lactamase inhibitors approved for clinical use, highlighting the urgent need for heightened surveillance and effective containment measures.23

The accuracy of detection of carbapenemase-encoding genes is determined by the targets included in the PCR panel. Our panel included only the five most common carbapenemases, so some rare carbapenemases may have been missed. However, by including the meropenem disc hydrolysis assay, we would have been able to detect carbapenemases not included in our PCR panel and overcome this limitation. We did not find any discrepancy between CIM and qRT-PCR, suggesting that most carbapenemases would have been detected with our chosen targets. Our results suggest that colony growth on mSuperCARBA selective agar combined with phenotypic resistance to meropenem is a good predictor for detecting CPE and underscores the significance of incorporating molecular methods such as PCR to monitor the dynamics of carbapenemase gene spread in high-prevalence regions such as Vietnam. Although our PCR assay may not have characterized the specific carbapenemase gene subtypes, we believe that our study contributes valuable data to the collective efforts in combating AMR in the region. We strongly advocate for the inclusion of genome surveillance as part of a comprehensive approach to surveillance measures. Integrating WGS analysis can provide a deeper understanding of the genetic variations and transmission patterns, enabling more targeted and effective strategies to curb the spread of resistant strains and enhance overall antimicrobial stewardship.

Supplementary Material

dlae089_Supplementary_Data

Acknowledgements

The I-CRECT (Intervention to decrease CRE Colonization and Transmission between hospitals, households, communities and domesticated animals) group would like to thank the Joint Programming Initiative on Antimicrobial Resistance (JPIAMR). The I-CRECT team consists of the members/partners below. The project acknowledges and is thankful for the funding, mentioned in the Funding section, that has made the project possible. We thank all participants, households, hospitals and local authorities for their collaboration. Especial thanks go to the Thai Binh Pediatric Hospital and their staff that helped during the PPS. We also acknowledge and thank the staff at the Vietnamese-German Center for Medical Research and the research group of Dennis Nurjadi who supported with external validation of the initial findings.

Contributor Information

Thi Anh Mai Pham, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden; Institute of Tropical Medicine, Universitätsklinikum Tübingen, Tübingen, Germany; Vietnamese German Center for Medical Research (VG-CARE), Hanoi, Vietnam; Department of Infectious Diseases and Microbiology, University of Lübeck and University Hospital Schleswig-Holstein, Lübeck, Germany.

Tung Xuan Nguyen, Department of Microbiology, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Troung Nhat My, Vietnamese German Center for Medical Research (VG-CARE), Hanoi, Vietnam.

Lan Thi Le, Department of Microbiology, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Huyen Thi Vu, Department of Microbiology, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Ngoc Thi Bich Hoang, Department of Microbiology, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Dien M Tran, Director Board, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Linh Viet Nguyen, Hanoi University of Public Health, Hanoi, Vietnam.

Phuc D Pham, Hanoi University of Public Health, Hanoi, Vietnam.

Dennis Nurjadi, Vietnamese German Center for Medical Research (VG-CARE), Hanoi, Vietnam; Department of Infectious Diseases and Microbiology, University of Lübeck and University Hospital Schleswig-Holstein, Lübeck, Germany.

Flavie Goutard, The French Agricultural Research Centre for International Development (CIRAD), Montpellier, France.

Thirumalaisamy P Velavan, Institute of Tropical Medicine, Universitätsklinikum Tübingen, Tübingen, Germany; Vietnamese German Center for Medical Research (VG-CARE), Hanoi, Vietnam; Faculty of Medicine, Duy Tan University, Da Nang, Vietnam.

Van Anh Thi Dinh, Training and Research Institute for Child Health, Vietnam National Children’s Hospital, Hanoi, Vietnam; Department of Infection Control, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Y M Gildas Hounmanou, Department of Veterinary and Animal Sciences, University of Copenhagen, Copenhagen, Denmark.

Bent Jörgensen, Training and Research Academic Collaboration (TRAC), Sweden, Vietnam; Department of Biomedical and Clinical Sciences (BKV), Linköping University, Linköping, Sweden; Department of Global Studies, Göteborg University, Gothenburg, Sweden.

Le Huu Song, Vietnamese German Center for Medical Research (VG-CARE), Hanoi, Vietnam; Director Board, 108 Military Central Hospital, Hanoi, Vietnam.

Nhung T T Nguyen, Hanoi University of Public Health, Hanoi, Vietnam; Training and Research Institute for Child Health, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Etienne Loire, The French Agricultural Research Centre for International Development (CIRAD), Montpellier, France.

Åse Östholm, Department of Biomedical and Clinical Sciences (BKV), Linköping University, Linköping, Sweden.

Lennart E Nilsson, Department of Biomedical and Clinical Sciences (BKV), Linköping University, Linköping, Sweden.

Tuyet Hanh T Tran, Hanoi University of Public Health, Hanoi, Vietnam.

Phuc H Phan, Director Board, Vietnam National Children’s Hospital, Hanoi, Vietnam; Training and Research Institute for Child Health, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Anders Dalsgaard, Department of Veterinary and Animal Sciences, University of Copenhagen, Copenhagen, Denmark.

Mattias Larsson, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden; Training and Research Academic Collaboration (TRAC), Sweden, Vietnam.

Linus Olson, Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden; Training and Research Academic Collaboration (TRAC), Sweden, Vietnam; Department of Women’s and Children’s Health, Karolinska Institutet, Tomtebodavägen 18 A, 8 fl, Stockholm 17176, Sweden.

Håkan Hanberger, Training and Research Academic Collaboration (TRAC), Sweden, Vietnam; Department of Biomedical and Clinical Sciences (BKV), Linköping University, Linköping, Sweden.

 

The I-CRECT team

AHåkan Hanberger1,2, Bent Jörgensen2,3, Åse Östholm Balkhed1, Lennart E. Nilsson1

BMattias Larsson2,4, Linus Olson2,4,5,

CThirumalaisamy P. Velavan6,7, Le Huu Song7,8, Nhat My Truong7, Bui Tien Sy7,8, Alexa Purgreth6

DFlavie Goutard9, Etienne Loire9

EY.M. Gildas Hounmanou10, Anders Dalsgaard10

FPhuc D. Pham11, Linh Viet. Nguyen11, Tuyet Hanh T. Tran12, Minh V. Hoang13

GDien M.Tran14,15,16, Phuc H. Phan2,14, Nhung T. Nguyen14, Ngoc T.B Hoang17, Lien T.L Pham14, Nhung Hong18

A. Linköping University, Linköping, Sweden.

B. Karolinska Institutet, Stockholm, Sweden.

C. University of Tübingen, Tübingen, Germany.

D. The French Agricultural Research Centre for International Development (CIRAD), Montpellier, France.

E. University of Copenhagen, Copenhagen, Denmark.

F. Hanoi University of Public Health, Hanoi, Vietnam.

G. Vietnam National Children’s Hospital, Hanoi, Vietnam.

Author details

1. Department of Clinical Microbiology and Department of Clinical and Experimental Medicine, Linköping University, Linkoping, Sweden.

2. Training and Research Academic Collaboration (TRAC)—Sweden—Vietnam.

3. Department of Global Studies Göteborg University, Gothenburg, Sweden.

4. Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden.

5. Department of Women’s and Children’s Health, Karolinska Institutet, Sweden.

6. Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany.

7. Vietnamese-German Center for Medical Research, Hanoi, Vietnam.

8. Director Board, 108 Military Central Hospital, Hanoi, Vietnam.

9. Department of Vietnam, The French Agricultural Research Centre for International Development (CIRAD), Montpellier, France.

10. Department of Veterinary and Animal Sciences, University of Copenhagen, Copenhagen, Denmark.

11. Vietnam One Health University Network (VOHUN), Center for Public Health and Ecosystem Research (CENPHER)RFER, Hanoi University of Public Health, Hanoi, Vietnam.

12. Department of Research Management and Cooperation, Hanoi University of Public Health, Hanoi, Vietnam.

13. Director Board, Hanoi University of Public Health, Hanoi, Vietnam.

14. Director Board, Vietnam National Children’s Hospital, Hanoi, Vietnam.

15. Training and Research Institute for Child Health, Vietnam National Children’s Hospital, Hanoi, Vietnam.

16. University of Medicine and Pharmacy—Vietnam National University, Hanoi, Vietnam.

17. Department of Microbiology, Vietnam National Children’s Hospital, Hanoi, Vietnam.

18. Department of Infection control, Vietnam National Children’s Hospital, Hanoi, Vietnam.

Funding

This project received funding from the Swedish Research Council (VR), Federal Ministry of Education and Research, Germany (BMBF), the French National Research Agency (ANR), Innovation Fund Denmark (IFD), and the International Centre for Antimicrobial Resistance Solutions (ICARS) under the umbrella of the JPIAMR (Joint Programming Initiative on Antimicrobial Resistance).

Transparency declarations

None of the authors have any conflicts of interest to declare. All authors of this research have approved this manuscript and agreed to submission of the manuscript.

Ethical approval

The study is part of the JPIAMR-funded I-CRECT project titled ‘Intervention to decrease CRE colonization and transmission between hospitals, households, communities and domesticated animals.’ This study was approved by the Ethical Review Board of the Ministry of Health, Vietnam, and performed after ethical approval from the Ethical Review Board of Vietnam National Children’s Hospital with operating code VNCH-TRICH-2022-87 dated 30 September 2022 issued by the Vietnam Ministry of Health, and the Ethical Review Board of Hanoi University of Public Health (HUPH) with operating code 022-350/DD-YTCC dated 25 July 2022, issued by HUPH.

Supplementary data

Tables S1 to S3 are available as Supplementary data at JAC-AMR Online.

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