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. 2021 Aug 14;3(3):dlab127. doi: 10.1093/jacamr/dlab127

Antibiotic resistance in uropathogens across northern Australia 2007–20 and impact on treatment guidelines

Will Cuningham 1, Shalinie Perera 2, Sonali Coulter 3, Graeme R Nimmo 4,5, Trent Yarwood 6,7,8,9, Steven Y C Tong 1,10,11, Teresa M Wozniak 1,
PMCID: PMC8364662  PMID: 34409293

Abstract

Background

Urinary tract infections are common and are increasingly resistant to antibiotic therapy. Northern Australia is a sparsely populated region with limited access to healthcare, a relatively high burden of disease, a substantial regional and remote population, and high rates of antibiotic resistance in skin pathogens.

Objectives

To explore trends in antibiotic resistance for common uropathogens Escherichia coli and Klebsiella pneumoniae in northern Australia, and how these relate to current treatment guidelines in the community and hospital settings.

Methods

We used data from an antibiotic resistance surveillance system. We calculated the monthly and yearly percentage of isolates that were resistant in each antibiotic class, by bacterium. We analysed resistance proportions geographically and temporally, stratifying by healthcare setting. Using simple linear regression, we investigated longitudinal trends in monthly resistance proportions and correlation between community and hospital isolates.

Results

Our analysis included 177 223 urinary isolates from four pathology providers between 2007 and 2020. Resistance to most studied antibiotics remained <20% (for E. coli and K. pneumoniae, respectively, in 2019: amoxicillin/clavulanate 16%, 5%; cefazolin 17%, 8%; nitrofurantoin 1%, 31%; trimethoprim 36%, 17%; gentamicin 7%, 2%; extended-spectrum cephalosporins 8%, 5%), but many are increasing by 1%–3% (absolute) per year. Patterns of resistance were similar between isolates from community and hospital patients.

Conclusions

Antibiotic resistance in uropathogens is increasing in northern Australia, but treatment guidelines generally remain appropriate for empirical therapy of patients with suspected infection (except trimethoprim in some settings). Our findings demonstrate the importance of local surveillance data (HOTspots) to inform clinical decision making and guidelines.

Introduction

Urinary tract infections (UTIs) are common infections predominantly caused by Gram-negative Enterobacterales and have a substantial health and economic impact in both the community and hospital setting.1–5 The prevalence of healthcare-associated UTIs treated in Australian hospitals has been estimated at between 1%–2%, increasing the patient length of stay by 3–5 days.6,7 UTIs caused by Escherichia coli are consistently the most frequently occurring infections in Australian hospitals (7.85 episodes per 1000 patient days) and account for approximately 7% of antibiotic prescriptions (fourth most common indication).8,9

Antibiotic resistance in UTI-causing organisms is common and of most concern in Australia are extended-spectrum β-lactamases (ESBLs), carbapenemases, aminoglycoside-modifying enzymes and ribosomal methylases.4,8 Resistant infections can further increase inpatient length of stay and associated costs.9 There is evidence that resistance is more common in the hospital setting compared with the community, is geographically variable and is increasing over time.10,11 Australian data shows that by global standards the prevalence of resistance in general is relatively low, but is considerably higher in the surrounding Asia-Pacific region.8,12–14 Even so, resistance in uropathogens in Australia is increasing, commonly to β-lactams, fluoroquinolones and trimethoprim/sulfamethoxazole.8

Given that recommended treatments are often empirical,15–18 better knowledge of the common causative pathogens of UTIs and local resistance patterns is essential in determining appropriate therapy, thereby minimizing the risk of increasing resistance.19 This is especially relevant in northern Australia since it is a sparsely populated region with a substantial regional and remote population whose access to healthcare (particularly hospitals) is limited. For example, in the Northern Territory (NT) 40% of the population live remotely, of whom 58% are Aboriginal and/or Torres Strait Islander.20 Furthermore, the infectious disease burden in northern Australia is high relative to other parts of Australia and compounded by increases in antibiotic resistance.21–25Staphylococcus aureus demonstrates an increasing prevalence of resistance to common β-lactam antibiotics in northern Australia over time (1993: 7%, 2012: 24%) and at levels much higher than elsewhere in Australia.8,26

There are limited published data on UTI antibiotic resistance epidemiology in northern Australia. We therefore aimed to explore trends in antibiotic resistance for common uropathogenic organisms E. coli and Klebsiella pneumoniae, and how these relate to current treatment guidelines in the community and hospital settings (Table 1). We hypothesized an increase in resistance rates over time and variation by region.

Table 1.

Common syndromes associated with UTIs and recommended antibiotics

Syndrome Route Antibiotic
Therapeutic Guidelinesa CARPAb PCCMc
Cystitis Oral amoxicillin or ampicillin amoxicillin/ampicillin (pregnant women onlyd)
amoxicillin/clavulanate amoxicillin/clavulanate (children only) amoxicillin/clavulanate (pregnant women only)
cefalexine cefalexin (excl. children) cefalexine
ciprofloxacin (excl. pregnant women)
fosfomycin (excl. pregnant women and children)
nitrofurantoin (excl. children) nitrofurantoin (pregnant women only) nitrofurantoine (excl. women near delivery)
norfloxacin (excl. pregnant women)
trimethoprim (incl. women in 2nd/3rd trimester) trimethoprim (excl. pregnant women and children) trimethoprim (excl. pregnant women)
trimethoprim/sulfamethoxazole (excl. pregnant women, empirical for children) trimethoprim/sulfamethoxazolee (children only)
Pyelonephritis non-severe Oral amoxicillin/ampicillin
amoxicillin/clavulanate (not empirical for pregnant women) amoxicillin/clavulanate (children only)
cefalexin (empirical for children) cefalexin (adults only) cefalexine
ciprofloxacine (excl. pregnant women)
trimethoprim (incl. women in 2nd/3rd trimester, empirical for children) trimethoprim (adults only) trimethoprim (excl. pregnant women)
trimethoprim/sulfamethoxazolee (excl. pregnant women, empirical for children) trimethoprim/sulfamethoxazolee (children only)
severe IV cefotaximee
ceftriaxonee ceftriaxone (excl. children) ceftriaxone (pregnant women only)
gentamicin (+amoxicillin or ampicillin) gentamicin (+amoxicillin or ampicillin) (children only) gentamicin (+amoxicillin or ampicillin) (excl. pregnant women)
Prophylaxis Oral cefalexin cefalexin (pregnant women only)
nitrofurantoin (excl. women near delivery)
trimethoprim (excl. pregnant women)
trimethoprim/sulfamethoxazole (children only)
Sepsis IV cefotaximee
ceftriaxonee ceftriaxone (pregnant women only)
gentamicin (+amoxicillin or ampicillin)
meropenem

Antibiotics recommended as empirical therapy are shown in bold font.

a

Electronic Therapeutic Guidelines—Antibiotics (eTG).16 Recommended against ESBLs: amoxicillin/clavulanate, fosfomycin, meropenem, nitrofurantoin.

b

Remote Primary Health Care Manuals, Standard Treatment Manual (7th edition).15

c

Primary Clinical Care Manual 10th edition 2019.17 Note: specific antibiotics not included for children.

d

Group B Streptococcus positive.

e

Alternative if first-line treatment cannot be used (e.g. penicillin allergy or contraindiction).

Methods

Study setting

The data used in this analysis were collected as part of antibiotic resistance surveillance called HOTspots.27 HOTspots sources antibiotic susceptibility data from clinical isolates tested by the major pathology providers in northern Australia (Figure 1). In Western Australia (WA), participating pathology providers (Western Diagnostic Pathology and PathWest) include non-hospital healthcare facilities (hereafter referred to as community healthcare facilities), and public hospitals (PathWest). In the NT, participating pathology providers include all public hospitals (Territory Pathology) and all community healthcare facilities (Western Diagnostic Pathology). In Queensland (QLD), participating pathology providers include all public hospitals and a proportion of community healthcare facilities (Pathology Queensland). In this study we define northern Australia as the entire NT and the area above the Tropic of Capricorn in WA and QLD (Figure 1). We divided each jurisdiction into regions based on classification by the Australian Bureau of Statistics (Statistical Area Level 3), with populations ranging from 30 000 to 130 000 people.20

Figure 1.

Figure 1.

Map of northern Australia and regions represented in dataset, and summary of data sources. WA, Western Australia (Kimberley and Pilbara); NT, Northern Territory; QLD, far north Queensland; WD, Western Diagnostic Pathology; PW, PathWest; TP, Territory Pathology; PQ, Pathology Queensland. The following antibiotics were not included in pathology datasets: (WA, community: gentamicin, trimethoprim/sulfamethoxazole; hospital: cefazolin, ceftazidime, ceftriaxone, ciprofloxacin, gentamicin, trimethoprim/sulfamethoxazole); (NT, community: nitrofurantoin, trimethoprim, trimethoprim/sulfamethoxazole); (QLD, community: nitrofurantoin, trimethoprim, trimethoprim/sulfamethoxazole; hospital: nitrofurantoin, trimethoprim, trimethoprim/sulfamethoxazole).

Microbiological data

We used all E. coli and K. pneumoniae isolates from urinary specimens and their corresponding antibiotic susceptibilities, covering the period from January 2007 to June 2020. Almost all specimens were urine (95%) but also included specimens from the urinary tract (including kidney aspirates, fluid discharge and urethral swabs). No clinical data were available.

Participating pathology providers are accredited under regularly audited national testing guidelines (National Association of Testing Authorities) and are members of the National Quality Assurance and Quality Control programme run by the Royal College of Pathologists of Australasia External Quality Control Assurance programme. Susceptibility testing in the included laboratories was done using a combination of VITEK 2 (bioMérieux) and disc-diffusion techniques. Western Diagnostics and PathWest provided CLSI-interpreted values (Susceptible, Intermediate and Resistant). MICs were provided by Territory Pathology, to which we applied the 2017 CLSI M100-S27 Performance Standards for Antimicrobial Susceptibility Testing. Pathology Queensland provided CLSI-interpreted values from 2008 to June 2012, and EUCAST-interpreted values from July 2012 onwards. All MICs were interpreted using the current breakpoints at the time of data delivery. We defined resistance as a ‘Resistant’ susceptibility result (intermediate was considered to be susceptible).

Based on clinical importance, treatment guideline recommendations (Table 1) and available data,15–17 our analysis focused on resistance in five antibiotic classes: β-lactamase inhibitor plus penicillin combinations (amoxicillin/clavulanate), first-generation cephalosporins [cefazolin (used to infer cefalexin resistance)], fluoroquinolones (resistance to ciprofloxacin and/or norfloxacin), aminoglycosides (gentamicin) and extended-spectrum cephalosporins (ESCs) (resistance to ceftriaxone and/or ceftazidime). Supplementary analyses also included ampicillin, nitrofurantoin, trimethoprim and trimethoprim/sulfamethoxazole.

Statistical analyses

We used Stata 16.1 and R (via RStudio 1.3) to clean and analyse the data.28,29 We calculated the monthly and yearly percentage of isolates that were resistant in each antibiotic class, by bacterium. We mapped resistance proportions by region (for 2019, the most recent year with data from all pathology providers) and plotted them over time using locally weighted regression, stratifying by jurisdiction (WA versus NT versus QLD) and healthcare setting (community versus hospital). Using simple linear regression, we investigated longitudinal trends in monthly resistance proportions and correlation between community and hospital isolates. Months with fewer than ten isolates were excluded and only the first isolate per individual per year was included. We excluded antibiotics that were tested in <75% of isolates.

Ethics approval

This project was granted ethics approval from the Human Research Ethics Committee of the Northern Territory Department of Health and Menzies School of Health Research (HREC-2018-3084) as well as the Queensland Health Public Health Act 2005 (Section 280). All data were analysed in compliance with the requirements of the National Statement on Ethical Conduct in Human Research (2007).

Results

Descriptive characteristics

Our analysis included 177 223 urinary isolates [Western Diagnostics (WA/NT): 77 405; PathWest (WA): 7304; Territory Pathology (NT): 10 808; Pathology Queensland (QLD): 81 706] (Figure 1). Most of these were E. coli isolates (86%, n = 154 387; K. pneumoniae: 14%, n = 24 442). The median age at first isolate collected was 41 years (IQR: 24–64) and 86% (n = 92 240) were female (age/sex not available from all pathology providers).

Geographical variation of antibiotic resistance in uropathogens, 2019

Overall, resistance to all the studied antibiotic classes was higher in E. coli isolates compared with K. pneumoniae in 2019 (Figure 2). Highest overall (community and hospital combined) resistance in E. coli isolates was to ampicillin [Figure S1 is available as Supplementary data at JAC-AMR Online; WA: 63%, NT: 66%, QLD: 47% (P < 0.05 for each pairwise combination)], followed by trimethoprim [Figure S1; WA: 33%, NT: 38% (P < 0.01)], cefazolin [Figure 2; NT: 12%, QLD: 19% (P < 0.001)], amoxicillin/clavulanate [Figure 2; WA: 17% (P < 0.001 compared with the NT), NT: 5%, QLD: 18% (P < 0.001 compared with the NT)] and fluoroquinolones [Figure 2; WA: 12%, NT: 11%, QLD: 17% (P < 0.001 compared with WA and the NT)]. Overall resistance in K. pneumoniae isolates was less than 10% for all studied antibiotic classes, except for trimethoprim/sulfamethoxazole in NT hospitals which was 16% (nitrofurantoin and trimethoprim both also >10%, however <30 isolates were tested for each). E. coli resistance to trimethoprim/sulfamethoxazole was high in NT hospital isolates (36%) but we could not compare this with other jurisdictions since trimethoprim/sulfamethoxazole susceptibility data was not available.

Figure 2.

Figure 2.

Proportion of isolates resistant to five antibiotics/antibiotic groups in 2019, by region and healthcare setting [community or hospital (displayed as circles)]. ESCs, extended-spectrum cephalosporins (resistance to ceftriaxone or ceftazidime); fluoroquinolones, resistance to ciprofloxacin or norfloxacin (only norfloxacin in WA hospitals). Regions (i.e. community healthcare facilities) with <30 isolates: [WA, all regions (E. coli and K. pneumoniae, cefazolin and ESCs)]; [NT, all regions (E. coli and K. pneumoniae, all antibiotics)]; [QLD, Cairns & Hinterland (E. coli and K. pneumoniae, all antibiotics); North West (K. pneumoniae, all antibiotics); Townsville (E. coli and K. pneumoniae, all antibiotics)]. Hospitals with <30 isolates: [WA, Pilbara (K. pneumoniae, amoxicillin/clavulanate and fluoroquinolones)]; [NT: East Arnhem (K. pneumoniae, all antibiotics); Katherine (E. coli, all antibiotics); Barkly (K. pneumoniae, all antibiotics)].

Resistance differed within jurisdictions as well as between jurisdictions, but the low numbers of isolates tested limited statistical comparisons (especially in WA and the NT).

Temporal trends of antibiotic resistance in uropathogens

Significant increases in resistance over time were common for E. coli and K. pneumoniae in both the community and hospital settings (Tables S1 and S2, Figure 3, Figures S2 and S3). Most of these increases ranged from 0.1% to 2.6% (absolute) per year (Table S2). Combining hospital and community isolates, E. coli resistance to fluoroquinolones in QLD had the largest increase [1.5% per year (2008: 2%, 2019: 17%); P < 0.001]. There was also a large increase in E. coli resistance to trimethoprim [1.5% per year (2012: 31%, 2020: 42%); P < 0.001] and trimethoprim/sulfamethoxazole [1.2% per year (2012: 30%, 2020: 38%); P < 0.001] in NT hospital isolates (Figure S3). There was an increase in K. pneumoniae resistance to cefazolin in QLD community isolates [2.6% per year (2008: 0%, 2017: 30%); P < 0.01], but there was a low number of isolates tested and a low number of available data points (11 months across 10 years).

Figure 3.

Figure 3.

Proportion of isolates resistant to five antibiotics/antibiotic groups over time (smoothed using locally weighted regression), by jurisdiction and healthcare setting. ESCs, extended-spectrum cephalosporins (resistance to ceftriaxone or ceftazidime); fluoroquinolones, resistance to ciprofloxacin or norfloxacin (only norfloxacin in WA hospitals). Non-significant changes: Community [(WA: E. coli, amoxicillin/clavulanate and cefazolin and fluoroquinolones and ESCs, K. pneumoniae, fluoroquinolones); (NT: E. coli, amoxicillin/clavulanate; K. pneumoniae, fluoroquinolones); (QLD: E. coli, amoxicillin/clavulanate; K. pneumoniae, amoxicillin/clavulanate and fluoroquinolones)]; Hospital [(WA: E. coli, amoxicillin/clavulanate; K. pneumoniae, amoxicillin/clavulanate and fluoroquinolones); (NT: E. coli, gentamicin; K. pneumoniae, amoxicillin/clavulanate and cefazolin and ESCs); (QLD: K. pneumoniae, amoxicillin/clavulanate and ESCs)]. Significant decreases: Hospital [(NT: E. coli, amoxicillin/clavulanate; K. pneumoniae, fluoroquinolones and gentamicin); (QLD: K. pneumoniae, gentamicin)].

There were some differences between trends in community and hospital isolates. In WA, E. coli resistance to fluoroquinolones increased significantly in hospital isolates but not in community isolates. Conversely, K. pneumoniae resistance to amoxicillin/clavulanate increased significantly in WA community isolates but not in hospital isolates; this was also seen for cefazolin and ESCs in the NT. The only other increase in resistance to amoxicillin/clavulanate was for E. coli in QLD hospital isolates, and this was only an absolute increase of <2% over 12 years. Furthermore, K. pneumoniae resistance to ESCs did not change over time in NT and QLD hospital isolates.

There were some significant decreases in resistance. K. pneumoniae resistance to gentamicin in NT and QLD hospital isolates decreased, however resistance in NT community isolates increased. E. coli resistance to amoxicillin/clavulanate and K. pneumoniae resistance to fluoroquinolones and nitrofurantoin decreased in NT hospital isolates.

Generally, the differences between resistance in community isolates and hospital isolates were minimal (<10%). Positive correlation between resistance in community and hospital isolates was evident (Tables S3 and S4, Figures 2 and 3, Figures S1 and S3), especially for E. coli isolates in QLD [coefficients from linear regressions—cefazolin: 1.17 (95% CI: 0.91–1.44); fluoroquinolones: 0.87 (0.71–1.03); gentamicin: 0.68 (0.43–0.94); ESCs: 0.44 (0.29–0.59)]. There was a strong correlation for fluoroquinolone resistance in E. coli and K. pneumoniae isolates in all three jurisdictions. None of the negative correlations were significant, except for E. coli ampicillin resistance in QLD (Figure S3).

Discussion

National and international context

Northern Australia is a geographically vast area with demographic, climatic and healthcare differences both within the region and compared with the rest of Australia (i.e. below the Tropic of Capricorn). Despite these differences, in general, variation in uropathogen antibiotic resistance between northern and southern Australia is minimal.8 Some notable exceptions are resistance to trimethoprim (37% versus 25%) and trimethoprim/sulfamethoxazole (38% versus 20%) in E. coli isolates, which are both higher in northern Australia.

The differences between northern and southern Australia show that it is important to ensure local antibiotic treatment guidelines are up to date and informed by local antibiotic susceptibility data. Furthermore, it is more informative to interpret temporal trends rather than point prevalence (e.g. a yearly cross-sectional estimate) due to fluctuations in resistance (e.g. due to seasonal variation).11,30–34

Compared with global rates of resistance for E. coli/K. pneumoniae and in the context of the Asia-Pacific region where ESC and fluoroquinolone resistance is often in excess of 30% and 50% respectively, northern Australia is in an enviable position.10,12–14,35 However, resistance is increasing steadily. Between 2015 and 2017, E. coli fluoroquinolone resistance has risen in Australia from 3rd lowest (10.5%) to 6th lowest (14.4%) compared with European Union countries.8 More narrow-spectrum agents such as cefalexin remain a better option than fluoroquinolones, which continue to be restricted for use in Australia.36–38

Implications for guidelines

Community setting

In general, E. coli and K. pneumoniae resistance proportions remain at a clinically manageable level. Overall, only 10% of E. coli isolates were resistant to all first-line oral agents [WA (Western Diagnostics data only): 5%; NT: 8%; QLD: 11%]. First-line agents cefalexin and amoxicillin/clavulanate (resistance ≤20%) are still reasonable treatment options for conditions such as cystitis and non-severe pyelonephritis. However, the increase in E. coli cefalexin resistance, especially in QLD from 9% to 19% between 2008 and 2019, should be monitored closely. Furthermore, cefalexin is one of the most commonly used antibiotics in Australia and use is often non-compliant with guidelines.8,39 Promisingly, a pilot audit of antimicrobial use in remote primary healthcare in northern Australia indicates that the antimicrobial therapy for UTIs is often clinically appropriate and guideline-compliant.40

All three treatment guidelines used in northern Australia recommend trimethoprim as a first-line agent,15–17 but our data show that E. coli resistance to this antibiotic is increasing above 30% in both WA and the NT (QLD data not available). Preliminary data indicate that trimethoprim is the most common antimicrobial used to treat UTIs in remote northern Australian primary healthcare,40 however, nationally in 2017 only 45% of female adults with a UTI received trimethoprim, indicating that cefalexin is often used preferentially.8 In northern Australia, where there is relatively low cefalexin resistance (e.g. <15%) and relatively high trimethoprim resistance (e.g. >25%), cefalexin may be preferred.

Similarly, E. coli resistance to trimethoprim/sulfamethoxazole in the NT has increased from 30% to 40% over the past 5 years. This increase may be associated with recent guidelines recommending trimethoprim/sulfamethoxazole as first-line treatment for skin and soft tissue infections (SSTI), particularly due to methicillin-resistant S. aureus.41,42 Regions in northern Australia with a higher prevalence of SSTIs appear to also have higher uropathogen resistance rates to trimethoprim/sulfamethoxazole.8,26,43 Trimethoprim/sulfamethoxazole is mainly indicated for use in children, and while our data would need to be stratified into age groups for more detailed commentary, this recommendation may need to be revised. Fluoroquinolone resistance is also increasing, especially in E. coli isolates in QLD, despite restrictions on use.

Hospital setting

In the hospital setting, current recommendations for the use of gentamicin (E. coli: 7% resistant; K. pneumoniae: 2% resistant in 2019) and ceftriaxone (E. coli: 8% resistant; K. pneumoniae: 5% resistant in 2019) to treat severe UTIs and complications such as pyelonephritis and sepsis are still appropriate (although there have been increases E. coli resistance).

Limitations

These data are comprised of susceptibility tests from pathology providers who use either CLSI or EUCAST standards. This is an ongoing challenge in ensuring data are comparable, however the differences between these two methodologies for the organisms and antibiotics included in this study are minimal and unlikely to impact the overall conclusions substantively.

We classified isolates into community and hospital based on the facility at which the specimen was collected. In the remote region of northern Australia, some hospitals are more akin to a primary healthcare facility in a metropolitan setting than a tertiary hospital. Furthermore, since we had no clinical data or information on patient history, we could not define community-acquired or healthcare-associated infections (or indeed distinguish between colonization and infection). The literature suggests that approximately 50% of UTIs treated in hospital are community-acquired.6,44,45

Finally, the Australian Therapeutic Guidelines recommend that urine culture may not be necessary for non-pregnant women presenting with their first UTI.16 Other regional guidelines do not make this distinction, however, in a remote setting, sending a sample for microbiological analysis is more difficult and so might be less common for patients at their first presentation.15,17 Since patients with recurrent UTIs are more likely to be infected with an antibiotic-resistant organism, it is possible the resistance proportions we have observed are an overestimation.

Conclusions

In northern Australia resistance in uropathogens is slowly increasing, but in most cases, guidelines remain appropriate for empirical therapy. Cefalexin, nitrofurantoin or amoxicillin/clavulanate might be better treatment options in settings where trimethoprim resistance is high (e.g. >25%) and resistance to these other first-line agents is relatively low (e.g. <15%). These comparably low resistance rates are in sharp contrast to neighbouring Asia-Pacific countries and the resistance profile of other problematic pathogens in northern Australia such as S. aureus.

Our findings demonstrate the importance of this antibiotic resistance surveillance system (HOTspots)27 as an adjunct to clinical guidelines for health professionals in northern Australia. Crucially, HOTspots provides detail at a local level, capturing variations in antibiotic resistance between regions and healthcare settings. Planned additions to this dataset such as age and sex will further enrich this resource.

Supplementary Material

dlab127_Supplementary_Data

Acknowledgements

The authors acknowledge the pathology providers and data custodians that contributed their data to HOTspots (Western Diagnostic Pathology, PathWest, Territory Pathology and Pathology Queensland). We also thank Prof Zhiqiang Wang for statistical advice and Ms Linda Ward for assistance with data management.

Funding

This work was supported by the Australian National Health and Medical Research Council [grant number 1145033 to S.Y.C.T. (Career Development Fellowship), grant number 1116530 to T.M.W. (Australian Partnership for Preparedness Research on Infectious Disease Emergencies Centre of Research Excellence Fellowship)] and the NHMRC-funded program Improving Health Outcomes in the Tropical North (grant number 1131932).

Transparency declarations

None to declare.

Supplementary data

Figures S1 to S3 and Tables S1 to S4 are available as Supplementary data at JAC-AMR Online.

References

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

dlab127_Supplementary_Data

Articles from JAC-Antimicrobial Resistance are provided here courtesy of British Society for Antimicrobial Chemotherapy and Oxford University Press

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