Abstract
Background
Oral azithromycin given during labour reduces carriage of bacteria responsible for neonatal sepsis, including Staphylococcus aureus. However, there is concern that this may promote drug resistance.
Objectives
Here, we combine genomic and epidemiological data on S. aureus isolated from mothers and babies in a randomized intra-partum azithromycin trial (PregnAnZI) to describe bacterial population dynamics and resistance mechanisms.
Methods
Participants from both arms of the trial, who carried S. aureus in day 3 and day 28 samples post-intervention, were included. Sixty-six S. aureus isolates (from 7 mothers and 10 babies) underwent comparative genome analyses and the data were then combined with epidemiological data. Trial registration (main trial): ClinicalTrials.gov Identifier NCT01800942.
Results
Seven S. aureus STs were identified, with ST5 dominant (n = 40, 61.0%), followed by ST15 (n = 11, 17.0%). ST5 predominated in the placebo arm (73.0% versus 49.0%, P = 0.039) and ST15 in the azithromycin arm (27.0% versus 6.0%, P = 0.022). In azithromycin-resistant isolates, msr(A) was the main macrolide resistance gene (n = 36, 80%). Ten study participants, from both trial arms, acquired azithromycin-resistant S. aureus after initially harbouring a susceptible isolate. In nine (90%) of these cases, the acquired clone was an msr(A)-containing ST5 S. aureus. Long-read sequencing demonstrated that in ST5, msr(A) was found on an MDR plasmid.
Conclusions
Our data reveal in this Gambian population the presence of a dominant clone of S. aureus harbouring plasmid-encoded azithromycin resistance, which was acquired by participants in both arms of the study. Understanding these resistance dynamics is crucial to defining the public health drug resistance impacts of azithromycin prophylaxis given during labour in Africa.
Introduction
Azithromycin, a second-generation broad-spectrum macrolide, is used to treat infections such as pneumonia, middle ear infections and sexually transmitted infections.1,2 It has also been used in mass drug administration (MDA) campaigns to control trachoma in several endemic countries in Africa.3–5 The impact of these MDA campaigns has varied from one country to another.6–8 MDA with azithromycin (MDA-Z) may have beneficial effects beyond trachoma control, having been shown to reduce asymptomatic pneumococcal carriage for at least 1 month,9 and all-cause mortality in children.10,11 However, a concern is that MDA-Z has been associated with an increase in the prevalence of macrolide-resistant bacterial species, even after the administration of only a single dose.12 The spread of these resistant bacterial populations and the associated risk to regions that may implement MDA-Z are not fully understood.
Staphylococcus aureus is regularly implicated as a species in which azithromycin resistance emerges following MDA-Z campaigns. In Papua New Guinea, the proportion of azithromycin-resistant (azithromycinR) S. aureus was five times higher among pregnant women treated with azithromycin than in those in the control group.13 A study in rural Gambia showed that three annual rounds of MDA-Z were associated with a long-term increase in the prevalence of azithromycinRS. aureus. There are three recognized types of acquired macrolide resistance mechanisms in S. aureus: (i) methylation of the ribosomal target (erm gene);14,15 (ii) active efflux [msr(A) gene];14,16,17 and (iii) inactivation of the macrolide (mph/ere gene).18,19 In the absence of these genes, mutations in ribosomal proteins have been implicated in macrolide resistance.20 As azithromycin is a synthetic analogue of erythromycin, it is presumed that these resistance mechanisms are active against both antimicrobials. However, molecular data confirming this association are limited for azithromycin, in particular for the efflux mechanism encoded by msr(A). Further, there are limited data available on the distribution of these macrolide resistance-encoding genes following public health interventions using azithromycin.
A recent MDA-Z trial in The Gambia, the Prevention of Bacterial Infections in Newborn (PregnAnZI) trial, a double-blinded placebo-controlled trial in which oral intra-partum azithromycin (2 g) was administered, showed that phenotypic resistance to azithromycin was associated with S. aureus isolates harbouring msr(A) or erm(C) genes.21 Public health interventions using antibiotics, in addition to driving the emergence of resistance, may also greatly alter the local molecular epidemiology of S. aureus. The distribution of dominant MSSA clones in Africa is heterogeneous,22 and in The Gambia there is currently a paucity of data on the prevalence of S. aureus STs, although ST15 and ST5 have been most commonly reported.23,24 The ST15 lineage in Africa has been reported to frequently harbour genes encoding the Panton–Valentine leucocidin (PVL) toxin (25.9%–90.0%) and enterotoxin A (22.0%–74.6%), suggesting a potential for increased virulence in this lineage.22
The recent PregnAnZI trial was undertaken to assess the efficacy of one oral dose of azithromycin administered to women during labour in lowering bacterial carriage both in the mother and in her newborn as a necessary step to reduce puerperal and neonatal sepsis. The trial revealed that azithromycin treatment significantly decreased carriage of S. aureus, group B Streptococcus and Streptococcus pneumoniae, but increased the prevalence of azithromycinRS. aureus, amongst the population of bacterial isolates recovered during a 28 day follow-up period.12 However, carriage of the latter was observed to wane in babies 12 months after delivery.25
The primary aims of this study were to: (i) use genomics to characterize the population of azithromycinRS. aureus recovered from mothers and babies during a 28 day follow-up period; (ii) identify the genetic mechanisms responsible for azithromycin resistance in this population and their genetic context; and (iii) explore the potential roles of clonal replacement and transmission of azithromycinRS. aureus at an individual patient level.
Patients and methods
Additional Materials and methods are provided in the Supplementary data, available at JAC Online.
PregnAnZI trial
The PregnAnZI trial was a Phase III, double-blind, placebo-controlled trial where 829 pregnant women attending the labour ward received a single oral dose (2 g) of azithromycin or placebo (ratio 1:1). The study protocol has been described elsewhere.26 Participants were monitored for 8 weeks and nasopharyngeal swabs were collected during the first 4 weeks of the follow-up (day 0 for mothers and days 3, 6, 14 and 28 for mothers and babies).
Trial registration (main trial): ClinicalTrials.gov Identifier NCT01800942.
Ethics
The trial was approved by the Joint MRC/Gambia Government Ethics Committee. Mothers of children signed informed consent.
Sample selection
To explore potential genetic diversity amongst azithromycinRS. aureus, we stratified isolates collected at day 3 and day 28 into four groups (Figure 1). Two groups were participants in the azithromycin treatment arm where an azithromycinRS. aureus was recovered at both timepoints (group 1) or only at day 28, with an azithromycin-susceptible (azithromycinS) S. aureus identified at day 3 (group 3). The other two groups represented the same microbiological division, but for samples recovered from participants assigned to the placebo arm [azithromycinRS. aureus at day 3 and day 28 (group 2) or azithromycinSS. aureus at day 3 and azithromycinRS. aureus at day 28 (group 4)]. A total of 17 participants (34 isolates) were selected from these four groups. In addition, all S. aureus recovered from the above subjects at other timepoints (days 0, 6 and 14) were included.
Figure 1.
Flow chart showing the sample selection criteria from women and babies in the PregnAnZI trial. NPS, nasopharyngeal swab; AZMR, azithromycin resistant; AZMS, azithromycin susceptible. Resistance Etest cut-off values: azithromycin ≥8 mg/L.
WGS and bioinformatic analyses
WGS was performed on the NextSeq 500 (Illumina) using 2 × 150 bp chemistry. One isolate (S80062MN28) was subjected to long-read sequencing on the RS-II (Pacific Biosciences). Bioinformatic approaches and analyses included assembly, annotation and comparative genomics. The global S. aureus phylogeny was inferred using publicly available genomes. Antibiotic resistance and virulence gene detection was performed using the NCBI antimicrobial resistance database (ncbi: updated 20 September 2018) and the virulence factor database (vfdb: updated 14 August 2018). All sequence data generated for this study have been made publicly available through the European Nucleotide Archive, project accession PRJEB31151.
Cloning and transformation of erm(C) and msr(A) genes
An empty vector control and a vector containing erm(C) or msr(A) were electroporated into an ST5 azithromycinSS. aureus strain (S70065MN00). Colonies were screened to confirm the presence of either erm(C) or msr(A) genes using PCR.
Bacterial conjugation
Duplicate conjugation experiments were performed using an azithromycin-resistant donor strain (S80062MN28) and an azithromycin-susceptible recipient strain (S70065MN00). Resistance profiles of donor, recipient and transconjugants are described in Table S1.
Antimicrobial susceptibility testing
Phenotypic susceptibility to azithromycin and erythromycin was determined using Etest (bioMérieux), performed as per the manufacturer’s recommendations.
Statistics
Fisher’s exact test was used to compare the prevalence of STs or macrolide resistance genes between the azithromycin and placebo groups. A P value of 0.05 was used as the cut-off for statistical significance. All analyses were done using STATA/SE v12.1 (https://www.stata.com/).
Results and discussion
Genomic characterization of the study population
A total of 66 S. aureus isolates recovered from 7 mothers and 10 babies were included in this study. Of the 66 isolates, half (n = 33) were recovered from the nine participants selected from the azithromycin-treatment arm and the other half from the eight participants selected from the placebo arm of the PregnAnZI trial. In silico MLST of the 66 S. aureus isolates revealed seven different STs: ST1 [and a novel ST1 single-locus variant (ST1-SLV)], ST5, ST8, ST15, ST152 and ST669 (Table 1). Overall ST5 was the dominant ST, representing 61.0% of isolates (n = 40) recovered from 14 participants, followed by ST15, representing 17.0% of isolates (n = 11) recovered from 7 participants. The prevalence of ST5 was higher in the placebo arm (73.0% versus 49.0%, P = 0.039), while the prevalence of ST15 was higher in the azithromycin treatment arm (27.0% versus 6.0%, P = 0.022). These finding are largely consistent with previous molecular epidemiological data from The Gambia, in which ST15 and ST5 were common STs identified in cases of both colonization and disease.23,24 Unlike previous reports of increasing PVL positivity in the Gambian ST15 population,22 the lukFS genes were only identified in the isolates representing ST1 and ST152 (Figure 2).
Table 1.
Distribution of STs and macrolide resistance amongst the study population
| All samples |
Azithromycin treatment arm |
Placebo treatment arm |
||||
|---|---|---|---|---|---|---|
| MLST | all | AZMR | all | AZMR | all | AZMR |
| ST5 | 14 (40) | 14 (36) | 6 (16) | 6 (16) | 8 (24) | 8 (20) |
| ST15 | 7 (11) | 1 (1) | 5 (9) | 1 (1) | 2 (2) | 0 (0) |
| ST1 | 1 (4) | 0 (0) | – | – | 1 (4) | 0 (0) |
| ST669 | 1 (4) | 1 (4) | 1 (4) | 1 (4) | – | – |
| ST8 | 1 (3) | 0 (0) | – | – | 1 (3) | 0 (0) |
| ST152 | 1 (3) | 1 (3) | 1 (3) | 1 (3) | – | – |
| ST1-SLV | 1 (1) | 1 (1) | 1 (1) | 1 (1) | – | – |
AZMR, azithromycin resistant. Data are shown as number of participants (number of isolates).
Figure 2.
Distribution and phylogenetic relatedness of participant isolates. Illustrated are ML phylogenetic trees for each ST identified in the study population (excluding the ST1-SLV), inferred from whole-genome alignments. Branch tips are coloured based on phenotypic susceptibility to azithromycin (blue=susceptible and red=resistant, as determined by Etest). Scale bar indicates the estimated substitutions per site. Isolates recovered from the same participant are indicated by a larger circle, labelled with the participant ID and coloured based on the treatment arm to which the participant was assigned (purple=azithromycin and green=placebo). Participants with isolates representing multi-STs are connected by a dotted line. Isolates belonging to ST1 and ST152 were found to harbour the PVL toxin-encoding gene, lukFS.
To explore the genetic relationships between isolates, a maximum likelihood (ML) phylogenetic tree was inferred for each ST (excluding the ST1-SLV). In the case of ST1, ST8, ST152 and ST669, each clone was recovered from a single participant and demonstrated limited core SNP diversity (Figure 2). This finding suggested that these participants maintained the same S. aureus clone over the 28 day follow-up period. Only ST5 and ST15 were recovered from multiple participants (n = 14 and 7, respectively) and as a group demonstrated core SNP diversity. Isolates of the same ST recovered from the same participant, however, largely formed a single, genetically distinct clade within both phylogenetic trees (Figure 2). The median pairwise core SNP distance between isolates recovered from the same participant was 2.5 (±16.4, range 0–85) for ST5 and 104 (±61.2, range 0–125) for ST15; for isolates recovered from different participants it was 95 (±34.2, range 0–200) for ST5 and 115 (±24.1, range 9–136) for ST15. A potential clonal replacement event probably occurred in one participant (P046/9), with the ST5 MSSA isolate recovered on day 3 having a pairwise core SNP distance of 84 and 85 to the ST5 MSSA isolates recovered on day 6 and 28, respectively (Figure 3, Dataset S3). Another two participants (P027/0 and P0361/2) appeared to be involved in a potential transmission event as the four ST5 MSSA isolates recovered from these participants demonstrated a pairwise core SNP distance of ≤3 (Dataset S3). There was no apparent clustering of participant isolates based on the treatment received (Figure 2).
Figure 3.
Individual participant timelines. Illustrated are the isolate timelines for each participant selected for the study, grouped based on the selection criteria outlined in Figure 1. Each participant is indicated by their participant ID and the adjacent circles represent the isolates recovered from samples taken prior to the intervention (day 0 for mothers) and following the intervention on days 3, 6, 14 and 28 (for mothers and babies). Isolate circles are coloured based on the phenotypic susceptibility to azithromycin (blue=susceptible and red=resistant, as determined by Etest). The internal number indicates the in silico MLST of the isolate and the superscript letter indicates the macrolide resistance gene detected, ‘m’ for msr(A) and ‘e’ for erm(C). Black lines connecting adjacent isolates indicate that the same clone has probably been maintained, with the pairwise core SNP distance provided. Alternatively, gaps between adjacent isolates indicate a potential clonal replacement event. AZMR, azithromycin resistant; AZMS, azithromycin susceptible.
Genetic basis of azithromycin resistance
Of the 66 S. aureus isolates, 21 were phenotypically azithromycinS and 45 azithromycinR as determined by Etest. None of the azithromycinSS. aureus carried a known azithromycin resistance-conferring gene, whereas all azithromycinRS. aureus were found to carry either an erm(C) (n = 9, 20%) or msr(A) (n = 36, 80%) gene (Figure 3), genes associated with macrolide resistance. Mutations in genes encoding ribosomal proteins (rplD, rplV and 23S rRNA) were investigated. Only two missense mutations were identified: RplD A133D and RplD T145I. Neither has been previously reported, and they were identified in four isolates carrying erm(C) (P471/8) and one isolate carrying msr(A) (P027/0), respectively.
The two macrolide resistance genes are associated with different phenotypes: carriage of msr(A) among staphylococci is associated with phenotypic resistance to 14-membered (clarithromycin, dirithromycin and erythromycin) or 15-membered (azithromycin) ring macrolides and streptogramin A, but susceptibility to 16-membered ring macrolides.18 Carriage of erm genes in staphylococci is associated with a broader phenotypic resistance depending on whether the gene is inducible or constitutively expressed. The former, often referred to as iMLSB, mediates resistance to 14- and 15-membered macrolides and streptogramin B, but susceptibility to 16-membered macrolides and lincosamides, with a risk of constitutive expression arising in vivo.18,27 The latter, denoted by cMLSB, mediates resistance to all macrolide, lincosamide and streptogramin B antibiotics.18
The prevalence of each gene differed significantly when isolates were grouped based on the intervention which the participant received (P = 0.002). The erm(C) gene was carried by isolates belonging to ST15, ST152, ST669 and the ST1-SLV, and were only recovered from participants assigned to the azithromycin treatment arm. Conversely, the msr(A) gene was exclusively associated with ST5 MSSA isolates and was recovered from participants assigned to either treatment arm (Figure 3). As both resistance genes would provide protection against azithromycin, the factors mediating the differences in the prevalence of each gene between participants assigned to the different interventions are unclear. This finding requires confirmation in a larger isolate dataset.
Genetic context of msr(A)
In the ST5 lineage identified in this study, msr(A) was found to be located on an MDR staphylococcal plasmid (Figure 4). pS80062MN28 is 41069 bp in length and demonstrates significant similarity to the published S. aureus plasmid pJSA01 (accession AP014922.1) (Figure 4).28 Plasmid pJSA01 carries two virulence genes, a newly discovered enterotoxin (SE1) and the epidermal cell differentiation inhibitor A (EDIN-A) encoded by ednA.28,29 Additionally, it carries genes encoding cadmium resistance (cadXD) and biocide tolerance (qacBR).28 Plasmid pS80062MN28 was found to carry both putative virulence genes and cadXD, but not qacBR, and contained a 12 kb region not present in pJSA01 (Figure 4). Approximately 9 kb of this region demonstrated significant similarity to a putative S. epidermidis plasmid pSE95_1 (accession CP024438.1),30 and included msr(A) and the β-lactamase resistance-encoding gene blaZ (Figure 4). In all msr(A)-harbouring ST5 MSSA isolates, an ∼27 kb contig was identified, representing the plasmid region that spans from the ISSau6-type transposase upstream of cadXD to another copy upstream of SE1 (Figure 4), suggesting that all isolates probably carried a pS80062MN28-like plasmid.
Figure 4.
Schematic for the structure of pS80062MN28. Illustrated is the structure of pS80062MN28 (central sequence PRJEB31151) with genes of interest annotated. pS800262MN28 has been aligned with S. aureus plasmid pJSA01 (accession AP014922.1) and S. epidermidis plasmid pSE95_1 (accession CP024438.1). Connecting lines indicate sequences that share >99% nucleotide sequence homology, coloured red or blue if the sequence was present in the same or reverse orientation, respectively.
To demonstrate that msr(A) was responsible for macrolide resistance in the ST5 lineage, a copy of the gene was transformed into a macrolide-susceptible ST5 isolate from the study collection (S70065MN00), using vector pRAB11.31 Two allelic variants of erm(C) [erm(C)_2 and erm(C)_13] were also tested. Transformation of an empty vector did not result in a change in azithromycin or erythromycin susceptibility in isolate S70065MN00; however, transformation of any one of the three resistance genes resulted in an increase in the azithromycin MIC from 1.0 to >256 mg/L (Figure S1), the first time introduction of msr(A) or erm(C) genes in a previously azithromycinSS. aureus clinical isolate has been shown to result in azithromycin resistance. All clinical S. aureus isolates carrying either the erm(C) or msr(A) gene had similarly high MIC values as those shown in the cloning experiment (MIC ≥256 mg/L). The MIC values for all azithromycin-resistant and -susceptible isolates are included in Dataset S1 (column F). WGS of transformants demonstrated no additional mutations potentially contributing to azithromycin resistance. Therefore, acquisition of msr(A), probably through uptake of the plasmid, is responsible for macrolide resistance in the ST5 lineage. Results of the bacterial conjugation experiment demonstrated that the transfer of the msr(A)-containing resistance plasmid was <1.06 × 10−14 between S. aureus, indicating a low frequency of transmission.
Contextualization of the study population
To contextualize the Gambian isolates of this study with the global population of S. aureus, an ML phylogenetic tree comprising 7126 publicly available S. aureus genomes together with the sequenced isolates of this study was constructed, as well as subtrees of CC5 and CC15 (Figure 5). The subtree of CC5 isolates (Figure 5b) illustrated that the Gambian ST5 MSSA lineage identified in this study represented a single monophyletic clade, consistent with local expansion of this clone. The most closely related isolate to this clade was recovered from the UK (435 SNPs). Given the distribution of macrolide resistance genes in this CC5 population (Figure 5b), there is no clear source for pS80062MN28 in the Gambian ST5 lineage. Therefore, it remains unclear if the MDA-Z trial promoted the expansion of this lineage (already carrying the plasmid) or provided the necessary selection pressure for plasmid uptake from a currently unidentified source. The potential consequences of either evolutionary mechanism are greater than simply increasing the prevalence of azithromycin resistance in a region due to the co-location of msr(A) with other resistance and virulence genes on the plasmid. Therefore, the impact of pS80062MN28 carriage for bacterial fitness and pathogenicity requires further investigation.
Figure 5.
Phylogenetic contextualization of study isolates. (a) Illustrated is an ML phylogenetic tree for a global population of 7192 S. aureus isolates. The Gambian isolates identified in this study are indicated by white circles located at the branch tips. (b) A subtree of CC5 isolates and (c) a subtree of CC15 isolates. In both subtrees, branches with <85% support (approximate likelihood ratio test) are labelled with a red circle. The Gambian isolates identified in this study are indicated by circles located at the branch tips, coloured based on phenotypic susceptibility to azithromycin (blue=susceptible and red=resistant, as determined by Etest). Adjacent to each subtree is a vertical line of circles indicating the countries from which the isolates were recovered (refer to key); the heatmap indicates the presence or absence of three macrolide resistance genes: erm(C) (1), msr(A) (2) and mph/ere (3). The scale bar indicates the estimated number of core genome substitutions.
Population dynamics of azithromycinR S. aureus carriage
As all participants were sampled at multiple and consistent timepoints following administration of either azithromycin or the placebo, it presented an opportunity to explore the S. aureus population dynamics of each participant during the 28 day follow-up period. The isolate timelines are illustrated in Figure 3. Amongst the 17 participants, two common patterns were observed and reflected the way in which isolates had been selected. First, if a participant carried an azithromycinRS. aureus at day 0 or day 3 (representing early/pre-intervention acquisition), the same clone was identified at day 28, suggesting that it had been maintained regardless of ST or the macrolide resistance gene identified during the 4 weeks post-intervention. This pattern was observed in all nine participants in groups 1 and 2 (Figure 3). Second, if a participant acquired an azithromycinRS. aureus after day 3 (representing delayed acquisition), then the first azithromycinR clone acquired was an ST5 MSSA harbouring msr(A). This pattern was observed in seven of the eight participants in groups 3 and 4 (Figure 3). Further, this was also observed in the two mothers from groups 1 and 2 in which an azithromycinSS. aureus was recovered at day 0 (pre-intervention) and an azithromycinRS. aureus at day 3 (Figure 3, P593/6 and P592/5). In two participants, it appeared that the azithromycinR ST5 isolate recovered at day 6 was replaced by either an azithromycinS ST5 (P361/2) or an azithromycinS ST15 (P263/1) isolate at day 14, which then switched back to the azithromycinR ST5 isolate at day 28 (Figure 3). This could represent repeated clonal replacement in these participants, dual carriage of both clones (which would be missed by this study as only a single colony was sequenced from each sample) or, in the case of P361/2, in vitro plasmid loss. It is also unclear why the four participants in group 3 only carry azithromycinS ST15 MSSA prior to acquiring azithromycinR MSSA, whereas group 4 are more varied (Figure 3). Again, this is possibly due to the small sample size considered in this study or may reflect an unknown selection pressure promoting short-term carriage of the azithromycinS ST15 clone in participants assigned to the azithromycin treatment arm.
Collectively these isolate timelines suggest that participants who received the azithromycin intervention either maintained the azithromycinR MSSA, which they probably carried prior to the intervention, or acquired one, replacing an azithromycinS ST15 MSSA, with the resulting azithromycinR MSSA being of varied ST and carrying either msr(A) or erm(C). In participants who received the placebo, only azithromycinR ST5 MSSA was acquired, replacing various azithromycinS MSSA populations. There are multiple potential explanations for this finding. The increased use of azithromycin may have significantly altered the local molecular epidemiology of S. aureus, favouring azithromycinR clones. When combined with widespread transmission, this could explain the high prevalence of the ST5 lineage if it additionally has a colonization advantage over other azithromycinR clones. The absence of this lineage in the babies sampled at 1 year post-intervention suggests that any colonization advantage, if indeed present, is only advantageous in the presence of high azithromycin use. Without a snapshot of the molecular epidemiology of S. aureus in the catchment area prior to the trial, limited conclusions can be drawn about the impact that the trial has had on the S. aureus population and highlights the need for such information prior to any subsequent MDA campaigns.
Conclusions
We have used comprehensive genomic analyses to reveal the dynamics of azithromycinRS. aureus colonization in mothers and babies after azithromycin treatment or placebo. Plasmid-encoded msr(A) in ST5 MSSA was the most common clone, being responsible for most azithromycinRS. aureus acquisitions in both study arms. These results provide critical information to inform a greater understanding of the ecological impact of azithromycin prophylaxis on staphylococcal populations in Western Africa.
Supplementary Material
Acknowledgements
We are grateful for assistance received from members of staff of the Microbiological Diagnostic Unit Public Health Laboratory, The University of Melbourne at The Peter Doherty Institute for Infection & Immunity. We thank the PregnAnZI team for the implementation of the trial, sample collection and microbiological analysis. Also, the study participants are thanked for agreeing that further investigations could be carried out on their samples.
Funding
This work was jointly supported by the Medical Research Council (MRC) Unit The Gambia PhD fellowship and Doherty Applied Microbial Genomics, Department of Microbiology & Immunology, University of Melbourne at The Peter Doherty Institute for Infection & Immunity. The main trial was jointly funded by the UK MRC and the UK Department for International Development (DFID) under the MRC/DFID Concordat agreement (reference number MR/J010391/1) and is also part of the EDCTP2 programme (where EDCTP stands for European & Developing Countries Clinical Trials Partnership) supported by the European Union. B. P. H. (GNT1105905) and T. P. S. (GNT1008549) are supported by the National Health and Medical Research Council of Australia.
Transparency declarations
None to declare.
Author contributions
The project was conceived by A. R., B. P. H. and A. B. A. B. performed the bulk of the experimental work, with additional work performed by S. L. B., L. D., R. G., K. S., C. H. and O. S. A. B. and S. L. B. performed genomic analyses, with additional input from M. B. S., A. G. d. S. and T. P. S. C. B. assisted with statistical analyses. T. S. provided genomic analysis tools. A. B., S. L. B. and B. P. H. drafted the manuscript, with input from all co-authors. All authors approved the final version of the manuscript.
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