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Journal of Antimicrobial Chemotherapy logoLink to Journal of Antimicrobial Chemotherapy
. 2018 Mar 5;73(5):1368–1388. doi: 10.1093/jac/dky007

CTX-M ESBL-producing Enterobacteriaceae: estimated prevalence in adults in England in 2014

Cliodna A M McNulty 1,, Donna M Lecky 1, Li Xu-McCrae 2, Deborah Nakiboneka-Ssenabulya 1, Keun-Taik Chung 3, Tom Nichols 4, Helen Lucy Thomas 4, Mike Thomas 5, Adela Alvarez-Buylla 2, Kim Turner 1, Sahida Shabir 2, Susan Manzoor 2, Stephen Smith 6, Linda Crocker 1, Peter M Hawkey 3
PMCID: PMC5909627  PMID: 29514211

Abstract

Background

ESBL-producing Enterobacteriaceae (ESBLPE) are increasing in prevalence worldwide and are more difficult to treat than non-ESBLPE. Their prevalence in the UK general population is unknown, as the only previous UK ESBLPE faecal colonization study involved patients with diarrhoea.

Objectives

To estimate the prevalence of CTX-M ESBLPE faecal colonization in the general adult population of England in 2014, and investigate risk factors.

Methods

A stratified random sample of 58 337 registered patients from 16 general practices within four areas of England were invited to participate by returning faeces specimens and self-completed questionnaires. Specimens were tested for ESBLPE and carbapenemase-producing Enterobacteriaceae (CPE).

Results

2430 individuals participated (4% of those invited). The estimated prevalence of colonization with CTX-M ESBLPE in England was 7.3% (95% CI 5.6%–9.4%) (Shropshire 774 participants, 4.9% colonization; Southampton City 740 participants, 9.2%; Newham 612 participants, 12.7%; Heart of Birmingham 234 individuals, 16.0%) and was particularly high in: those born in Afghanistan (10 participants, 60.0% colonization, 95% CI 29.7%–84.2%); those born on the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) (259 participants, 25.0% colonization, 95% CI 18.5%–32.9%); travellers to South Asia (India, Pakistan, Bangladesh, Sri Lanka or Nepal) in the last year (140 participants, 38.5% colonization, 95% CI 27.8%–50.5%); and healthcare domestics (8 participants, unweighted 37.5% colonization, 95% CI 8.5%–75.5%). Risk factors identified included: being born in the Indian subcontinent (aOR 5.4, 95% CI 3.0–9.7); travel to South Asia (aOR 2.9, 95% CI 1.8–4.8) or to Africa, China, South or Central America, South East or Pacific Asia or Afghanistan (aOR 2.6, 95% CI 1.7–4.1) in the last year; and working as a healthcare domestic (aOR 6.2, 95% CI 1.3–31). None of the 48 participants who took co-amoxiclav in the last year was colonized with CTX-M ESBLPE. blaCTX-M-15 accounted for 66% of CTX-M ESBLPE positives. 0.1% (two participants) were colonized with CPE.

Conclusions

CTX-M ESBLPE are established in the general population in England and prevalence is particularly high in people from certain countries of birth or with recent travel. We recommend that these findings be taken into account in guidance on the empirical management of patients presenting with a likely Enterobacteriaceae infection.

Introduction

Extensive overuse of antibiotics worldwide has led to increasing prevalence of antibiotic-resistant Gram-negative bacteria (mainly Escherichia coli) that produce ESBLs; 85%–90% of these being CTX-M genotypes.1–4 Carriage is particularly high in South Asia.4 Between 2010 and 2015 total E.coli bloodstream and urine infections in England have continued to rise and, moreover, resistance in E.coli to important hospital antibiotics such as co-amoxiclav and piperacillin/tazobactam rose significantly making treatment more difficult.5,6 ESBL-producing Enterobacteriaceae (ESBLPE) are opportunistic pathogens with large bowel colonization typically preceding an ESBLPE infection,7,8 so we believe that understanding the prevalence of faecal colonization overall and for certain sections of the general population will help inform empirical antibiotic guidance. Recent European studies indicate that travellers to countries outside Europe have an up to 10-fold higher prevalence of ESBLPE faecal colonization than the local population.3,9,10 The prevalence of CTX-M ESBLPE in diagnostic faecal specimens in a UK laboratory in 2010 was double in Middle Eastern/South Asian patients (22.8%) compared with Europeans (8.1%).11 Studies in returning European travellers have found that travel to South Asia was the most important risk factor,12 while antibiotic use10,12,13 and travellers’ diarrhoea were other possible risk factors for ESBLPE acquisition. Travel acquisition is important as between 1% and 8% of returning travellers are hospitalized,14,15 equating to 3.1–24.8 million Europeans each year.16 Importantly, there are no studies of the colonization of ESBLPE in the UK general population.

This study aimed to estimate the prevalence of colonization with CTX-M ESBLPE across different sections of the adult general population of England in 2014, including different ethnic groups, and to investigate the potential risk factors for their carriage.

Methods

The study was undertaken in four NHS Primary Care Trusts (PCTs) in England. PCTs were state-funded and commissioned primary medical care from general practices in England until 2015; this has now been taken over by Clinical Commissioning Groups. All the UK population are registered with, or have access to, a general medical practice whom they consult for primary care. The four PCTs were purposively selected to capture the UK ethnic diversity: Newham (London, highest ethnic diversity), Heart of Birmingham (predominantly Asian), Shropshire (rural, mostly white British) and Southampton City (mixed ethnicity). Three to five willing Primary Care Research Network practices from each PCT were non-randomly selected to broadly represent each area with respect to ethnicity and deprivation.

Individuals aged ≥ 18 years in selected practices were stratified by record of ethnicity (white, Asian, black, other/mixed or unknown), sex and age. Within each stratum individuals were randomly selected in 2013 and 2014 to receive an invitation letter. Respondents were sent study information, a faeces sample collection kit (not rectal swab), £5 incentive offer and a questionnaire (Figure S1, available as Supplementary data at JAC Online) (including questions on age, ethnic group, country of birth, employment, household characteristics, hospitalization, antibiotic use, travel abroad in past year and diet). Those not returning kits received a telephone reminder. Respondents were asked to collect scoops of faeces from both ends and the middle of their faeces sample and place them in a sterile container, keep the container cool and return by first-class post within 24 h to a central laboratory. As sampling progressed, faeces returns were monitored and invitations to reach Asian, black and younger age group sample sizes increased as necessary, including direct approach by general practice receptionists to individuals in some ethnic groups. For some practices all individuals within a given stratum were invited.

Laboratory analysis

Faecal samples were screened for ESBLPE, using direct culture on selective medium (Brilliance ESBL agar, Oxoid Ltd) for 24 h. To increase sensitivity, all samples were enriched as well as directly plated; 20 mg of each faecal sample was incubated for 24 h in 10 mL of brain heart infusion (BHI) broth containing 1 mg/L cefpodoxime17 and subcultured onto BrillianceTM agar as before.17,18 Oxidase-negative presumptive colonies of ESBLPE were defined as: +, 1–10 cfu; ++, 10–100 cfu; and +++, ≥100 cfu. One colony from each different colony morphology, from each plate of Brilliance agar, was identified using MALDI-TOF MS (Bruker UK Ltd) and tested for the blaCTX-M gene using multiplex PCR.19 Full-length gene amplification and sequencing identified blaCTX-M genotypes (Table 1). A 10 μg ertapenem disc was placed on all selective plates to detect potential carbapenemase-producing Enterobacteriaceae (CPE).20 Colonies growing in the zone of inhibition were tested by PCR for CPE genes.21

Table 1.

List of PCR and sequencing primers

CTX-M group Name Primer sequence Location
8 and 25/26 5′CTXM26 TTG ATT AAC TAC AAC CCC AT CTX-M-26 (313–332)
3′CTXM26 GAT ATC ATT CGT CGT ACC AT CTX-M-26 (747–728)
5′CTXMF26-1 CTC TGC GCA ATC TGA CGT TG CTX-M-26 (575–594)
5′CTXMF26-2 AAG GCG GGC GAT GTT AAT GA CTX-M-26 (18–37)
3′CTXMR26-1 GCC AAT CGT ACG GGC AAA TG CTX-M-26 (477–458)
1 ISEcp1 AAA AAT GAT TGA AAG GTG GT ISEcp1 (−149 to −128)
3′CTXM-1R ATA CAT CGC GAC GGC TTT CT CTX-M-1 (838–819)
5′G1S1 ATG GTT AAA AAA TCA CTG CG CTX-M-15 (1–20)
9 5′G9full GAA TAC TGA TGT AAC ACG GAT CTX-M-9 (−40 to −22)
3′G9full AGT TAC AGC CCT TCG GCG AT CTX-M-9 (859–878)

Data analysis

To estimate the prevalence of ESBLPE colonization for adults living in England in 2014 we used post-stratification weights based on the 2011 national census and number of eligible individuals at selected practices. To estimate the prevalence for each GP practice and PCT we used sampling weights based on the numbers of eligible individuals in each group at each practice. A new variable ‘region of origin’ was derived mainly from ethnic group and country of birth. Multivariable logistic regression models were used to control for country of birth and region of origin (if born in the UK) (Table 2). Based on this preliminary analysis, factors that were associated with an increased risk of colonization were considered in further analysis. We also considered the strength of evidence and the number of missing values, and the evidence from other studies; we did not follow an automated model selection process. The final multivariable model for colonization with CTX-M ESBLPE included country of birth and region of origin (if born in the UK) as a factor variable with eight categories, the base category of which was ‘born in some country not including the UK, India, Pakistan or Bangladesh (IPB), Sri Lanka, Afghanistan or the Middle East’ (Table 3). From the final model we estimated the adjusted ORs (aORs) for each risk factor, the percentage of carriers attributable to each risk factor (for example, travel to India) and, for groups of risk factors (for example, travel abroad in past year), the population attributable fraction (PAF). The PAF is dependent on both the aOR and the probability of being exposed to the factor.

Table 2.

Prevalence of colonization with blaCTX-M ESBLPE in different sections of the adult population of England in 2014

Factor No. of specimens No. of blaCTX-M ESBLPE- positive specimens blaCTX-M ESBLPE- positive (unweighted %) Prevalence [95% CI] (weighted %)a Test for a difference in prevalence between the groups of each factor (P value) OR adjusted forb (country of birth and region of origin if born in the UK) (aOR) [95% CI] Test for the effect of each factor after adjustment for country of birth and region of origin if born in the UK (P value)
Overall 2427 208 8.6 7.3 [5.6, 9.4]
Practice/Medical Centre
 Lathom Road 129 12 9.3 11.1 [6.0, 19.6] 0.02 1 0.74
 Stratford Village 230 18 7.8 9.0 [4.6, 17.0] 1.1 [0.5, 2.3]
 St Bartholomew’s 224 29 12.9 15.6 [9.3, 24.9] 1.6 [0.8, 3.3]
 Greet Medical Practice 47 11 23.4 11.5 [5.6, 22.1] 1.7 [0.6, 4.4]
 High Trees 89 13 14.6 18.6 [6.4, 43.5] 1.8 [0.7, 4.1]
 Khattak Memorial 46 11 23.9 18.9 [8.9, 35.9] 1.2 [0.4, 3.6]
 Alma 169 16 9.5 11.7 [6.0, 21.7] 1.3 [0.6, 2.9]
 Aldermoor 365 23 6.3 6.8 [4.4, 10.5] 1.1 [0.5, 2.4]
 Church Stretton 242 15 6.2 6.5 [3.8, 10.8] 1.2 [0.5, 2.8]
 Plas Ffynnon 323 13 4.0 3.7 [2.2, 6.4] 0.7 [0.3, 1.7]
 The Caxton 209 9 4.3 4.8 [2.4, 9.1] 0.8 [0.3, 2.1]
 Mulberry House 185 17 9.2 9.5 [5.2, 16.8] 1.7 [0.7, 3.9]
 City Road 52 6 11.5 15.5 [4.9, 39.7] 1.0 [0.3, 2.7]
 Nicholstown 70 7 10.0 24.0 [9.7, 48.3] 1.0 [0.3, 2.7]
 Barking Road 29 6 20.7 17.2 [6.2, 39.6] 1.4 [0.4, 5.4]
 St Deny’s 21 2 9.5 6.7 [1.2, 29.6] 1.8 [0.4, 8.8]
PCT
 Newham 612 65 10.6 12.7 [9.1, 17.4] 0.001 1 0.33
 Heart of Birmingham teaching 234 41 17.5 16.0 [10.2, 24.2] 1.1 [0.7, 1.8]
 Shropshire County 774 37 4.8 4.9 [3.4, 7.0] 0.7 [0.4, 1.2]
 Southampton City 740 58 7.8 9.2 [6.1, 13.7] 1.0 [0.6, 1.5]
Age group (years)
 18–39 562 53 9.4 7.6 [5.5, 10.5] 0.54 (test for trend: P =0.30) 1 0.84 (test for trend: P =0.77)
 40–49 356 39 11.0 5.6 [3.5, 8.8] 1.1 [0.7, 1.8]
 50–59 435 33 7.6 6.5 [4.3, 9.8] 0.9 [0.6, 1.5]
 60–69 566 42 7.4 7.1 [5.2, 9.6] 1.1 [0.7, 1.7]
 70–79 366 32 8.7 7.3 [5.0, 10.5] 1.3 [0.8, 2.1]
 80–100 142 9 6.3 3.7 [1.6, 8.4] 0.8 [0.4, 1.8]
Gender
 male 1052 106 10.1 7.3 [5.5, 9.5] 0.40 1.2 [0.9, 1.6] 0.26
 female 1378 102 7.4 6.3 [5.0, 7.8] 1
GP record of whether antibiotic used in the year before
 no 1641 132 8.0 7.0 [5.6, 8.6] 0.48 1 0.64
 yes 786 76 9.7 6.1 [4.6, 8.1] 1.1 [0.8, 1.5]
Born in the UK?
 UK 1596 103 6.5 5.9 [4.6, 7.4] <0.001
 other 760 98 12.9 11.4 [8.9, 14.4]
Country of birth
 UK 1596 103 6.5 5.9 [4.6, 7.4] <0.001
 Ireland 24 1 4.2 4.2 [0.6, 24.5]
 India 136 33 24.3 28.7 [18.8, 41.2]
 Pakistan 81 21 25.9 18.6 [10.5, 30.8]
 Bangladesh 34 8 23.5 23.5 [11.8, 41.3]
 Sri Lanka 8 2 25.0 25.0 [7.2, 59.0]
 Nepal 4 0 0 0 [0, 60.2]
 Afghanistan 10 6 60.0 60.0 [29.7, 84.2]
 Africa 134 6 4.5 5.8 [2.2, 14.5]
 Australasia 7 1 14.3 9.5 [1.2, 48.0]
 Caribbean 76 7 9.2 7.6 [3.7, 15.1]
 China 17 0 0 0 [0, 19.5]
 Eastern Europe 71 2 2.8 3.1 [0.6, 15.1]
 Middle East 18 3 16.7 15.5 [4.7, 40.5]
 North America 10 1 10.0 8.3 [1.0, 44.6]
 South or Central America 13 0 0 0 [0, 24.7]
 South East or Pacific Asia 31 3 9.7 13.2 [4.0, 35.6]
 Western Europe (excl. UK and Ireland) 67 3 4.5 5.7 [1.5, 19.5]
 Mauritius 10 0 0 0 [0, 30.8]
Country of birth among the Indian, Pakistani or Bangladeshi (IPB) ethnic group
 Asian-IPB; born in UK 46 8 17.4 18.5 [7.5, 39.1] <0.001
 Asian-IPB; born in India 128 31 24.2 29.5 [19.2, 42.4]
 Asian-IPB; born in Pakistan 78 20 25.6 17.8 [9.8, 30.2]
 Asian-IPB; born in Bangladesh 34 8 23.5 23.5 [11.8, 41.3]
 Asian-IPB; born in Africa 17 0 0 0 [0, 19.5]
 Asian-IPB; born in some other country 6 2 33.3 33.1 [6.1, 78.9]
 not Asian-IPB 2090 136 6.5 5.9 [4.8, 7.2]
Ethnic groupc
 White-British 1532 92 6.0 5.7 [4.5, 7.2] <0.001
 White-Irish 30 1 3.3 3.3 [0.5, 20.2]
 White-Gypsy or Irish Traveller 2 0 0 0 [0, 84.2]
 White-Other 169 9 5.3 5.1 [2.2, 11.1]
 Mixed-White and Black Caribbean 6 0 0 0 [0, 45.9]
 Mixed-White and Black African 6 0 0 0 [0, 45.9]
 Mixed-White and Asian 16 2 12.5 12.5 [3.1, 38.6]
 Mixed-Other 22 1 4.5 4.5 [0.6, 26.2]
 Asian-Indian 183 38 20.8 26.1 [17.6, 36.8]
 Asian-Pakistani 114 26 22.8 17.4 [10.2, 28.0]
 Asian-Bangladeshi 40 8 20.0 20.0 [9.9, 36.3]
 Asian-Chinese 23 0 0 0 [0, 14.8]
 Asian-Other 68 14 20.6 20.6 [11.7, 33.6]
 Black-African 100 5 5.0 5.0 [2.2, 11.3]
 Black-Caribbean 96 10 10.4 11.2 [6.2, 19.4]
 Black-Other 3 0 0 0 [0, 70.8]
 Arab 7 1 14.3 14.3 [2.0, 58.1]
 Other 10 1 10.0 10.0 [1.4, 46.8]
Region of origind
 UK 1505 87 5.8 5.5 [4.3, 7.0] <0.001
 Ireland 38 2 5.3 4.8 [1.2, 17.3]
 India 192 39 20.3 24.4 [16.4, 34.7]
 Pakistan 119 28 23.5 18.6 [11.4, 28.9]
 Bangladesh 41 9 22.0 22.6 [11.8, 38.9]
 Sri Lanka 8 2 25.0 25.0 [7.2, 59.0]
 Nepal 5 0 0 0 [0, 52.2]
 Afghanistan 10 6 60.0 60.0 [29.7, 84.2]
 Africa 118 6 5.1 6.6 [2.5, 16.4]
 Australasia 7 1 14.3 9.5 [1.2, 47.8]
 Caribbean 118 11 9.3 8.2 [3.9, 16.5]
 China 17 0 0 0 [0, 19.5]
 Eastern Europe 77 2 2.6 2.8 [0.5, 13.6]
 Middle East 16 2 12.5 12.3 [2.8, 41.2]
 North America 9 1 11.1 11.7 [1.4, 55.7]
 South or Central America 7 1 14.3 7.1 [1.0, 37.4]
 South East or Pacific Asia 31 3 9.7 14.5 [4.7, 36.7]
 Western Europe (excl. UK and Ireland) 77 7 9.1 10.8 [4.6, 23.5]
 Mixed 12 0 0 0 [0, 26.5]
 Mauritius/Seychelles 8 0 0 0 [0, 36.9]
Combination of region of origind and country of birth with 11 groups
 born in UK; UK origin 1459 85 5.8 5.6 [4.4, 7.1] <0.001
 born in UK; Asia-IPB origin 52 8 15.4 15.7 [6.3, 33.9]
 born in UK; Caribbean origin 32 4 12.5 11.9 [3.3, 34.8]
 born in UK; Other origin 45 5 11.1 8.1 [3.0, 20.2]
 born in India 136 33 24.3 28.5 [18.7, 41.0]
 born in Pakistan 81 21 25.9 18.6 [10.5, 30.7]
 born in Bangladesh 34 8 23.5 23.5 [11.8, 41.3]
 born in Sri Lanka 8 2 25.0 25.0 [7.2, 59.0]
 born in Afghanistan 10 6 60.0 60.0 [29.7, 84.2]
 born in the Middle East 18 3 16.7 15.5 [4.7, 40.5]
 born in some other country 464 24 5.2 5.3 [3.3, 8.5]
Combination of region of origind and country of birth with 8 groups
 born in UK; UK origin 1459 85 5.8 5.6 [4.4, 7.1] <0.001
 born in UK; Asia-IPB origin 52 8 15.4 15.7 [6.3, 33.9]
 born in UK; Caribbean origin 32 4 12.5 11.9 [3.3, 34.8]
 born in UK; Other origin 45 5 11.1 8.1 [3.0, 20.2]
 born in India, Pakistan, Bangladesh or Sri Lanka 259 64 24.7 25.0 [18.5, 32.9]
 born in Afghanistan 10 6 60.0 60.0 [29.7, 84.2]
 born in the Middle East 18 3 16.7 15.5 [4.7, 40.5]
 born in some other country 464 24 5.2 5.3 [3.3, 8.5]
Do you work in a healthcare setting?
 no 2074 178 8.6 6.6 [5.5, 8.0] 0.60 1 0.89
 yes 297 23 7.7 7.7 [4.6, 12.6] 1.0 [0.6, 1.7]
Type of healthcare worker
 nurse 86 6 7.0 5.7 [2.1, 14.5] 0.39 0.8 [0.3, 2.1] 0.25
 care assistant 59 2 3.4 8.9 [2.2, 29.9] 0.4 [0.1, 1.9]
 doctor 30 4 13.3 18.0 [6.6, 40.5] 1.6 [0.6, 4.6]
 domestic 8 3 37.5 20.2 [3.9, 61.1] 6.0 [1.1, 33.3]
 other work in healthcare (incl. unsp.) 114 8 7.0 5.6 [2.3, 13.1] 1.1 [0.5, 2.3]
 not working in healthcare 2074 178 8.6 6.6 [5.5, 8.0] 1
Type of healthcare worker
 hands-on healthcare worker 175 12 6.9 8.7 [4.4, 16.5] 0.14 0.8 [0.4, 1.6] 0.53
 hands-off healthcare worker (incl. unsp.) 122 11 9.0 6.3 [2.9, 13.2] 1.4 [0.7, 2.6]
 not working in healthcare 2074 178 8.6 6.6 [5.5, 8.0] 1
Does your work involve contact with animals?
 no 2219 192 8.7 6.8 [5.6, 8.1] 0.93 1 0.75
 yes 85 6 7.1 6.5 [2.8, 14.4] 1.2 [0.5, 2.7]
Type of work involving contact with animals
 farm work (incl. meat prep.) 48 5 10.4 9.7 [3.9, 22.6] 0.76 1.8 [0.7, 4.5] 0.33
 veterinary work 13 0 0 0 [0, 24.7] 0
 other work with animals (incl. unsp.) 24 1 4.2 2.8 [0.4, 17.8] 0.7 [0.1, 5.4]
 not working with animals 2219 192 8.7 6.8 [5.6, 8.1] 1
Have you been hospitalized in the past 12 months?
 no 2126 174 8.2 6.6 [5.4, 8.0] 0.63 1 0.73
 yes 240 24 10.0 7.6 [4.4, 12.9] 1.1 [0.7, 1.7]
Have you taken any antibiotics in the past 12 months?
 no 1427 111 7.8 6.8 [5.4, 8.6] 0.96 1 0.88
 yes 777 73 9.4 6.8 [5.1, 8.9] 1.0 [0.7, 1.4]
Have you taken any amoxicillin in the past 12 months?
 no 1835 147 8.0 6.8 [5.5, 8.4] 0.90 1 0.59
 yes 369 37 10.0 6.6 [4.5, 9.7] 0.9 [0.6, 1.3]
Have you taken any trimethoprim in the past 12 months?
 no 2158 181 8.4 6.8 [5.7, 8.2] 0.64 1 0.82
 yes 46 3 6.5 5.3 [1.7, 15.0] 0.9 [0.3, 2.8]
Have you taken any erythromycin in the past 12 months?
 no 2157 179 8.3 6.7 [5.6, 8.1] 0.43 1 0.57
 yes 47 5 10.6 10.3 [3.6, 26.1] 1.3 [0.5, 3.5]
Have you taken any clarithromycin in the past 12 months?
 no 2178 181 8.3 6.8 [5.7, 8.2] 0.83 1 0.67
 yes 26 3 11.5 5.9 [1.6, 19.3] 1.3 [0.4, 5.0]
Have you taken any co-amoxiclav in the past 12 months?
 no 2156 184 8.5 7.0 [5.8, 8.4] 0.03 1 0.004
 yes 48 0 0 0 [0, 7.4] 0
Have you taken any ciprofloxacin in the past 12 months?
 no 2189 180 8.2 6.8 [5.6, 8.1] 0.61 1 0.03
 yes 15 4 26.7 9.5 [2.5, 30.1] 3.0 [1.1, 8.1]
Have you taken any cefalexin in the past 12 months?
 no 2177 180 8.3 6.8 [5.6, 8.1] 0.34 1 0.31
 yes 27 4 14.8 11.4 [3.8, 29.3] 1.8 [0.6, 5.8]
Have you taken any other antibiotics in the past 12 months?
 no 2082 177 8.5 6.8 [5.6, 8.2] 0.97 1 0.26
 yes 122 7 5.7 6.7 [2.5, 16.7] 0.6 [0.3, 1.4]
Have you taken co-amoxiclav, ciprofloxacin or cefalexin in the past 12 months?
 no 2119 177 8.4 6.9 [5.7, 8.3] 0.22 1 0.76
 yes 85 7 8.2 4.1 [1.7, 9.4] 0.9 [0.4, 1.9]
Do you currently have a urinary catheter?
 no 2275 192 8.4 6.8 [5.7, 8.2] 0.27 1 0.62
 yes 15 2 13.3 15.5 [3.3, 49.3] 1.4 [0.4, 5.5]
Do you regularly eat beef?
 no 841 92 10.9 7.5 [5.8, 9.7] 0.39 1 0.87
 yes 1517 105 6.9 6.5 [5.1, 8.2] 1.0 [0.7, 1.4]
Do you regularly eat pork/ham/bacon?
 no 558 76 13.6 11.4 [8.5, 15.1] <0.001 1 0.36
 yes 1681 103 6.1 5.8 [4.6, 7.3] 0.8 [0.6, 1.2]
Do you regularly eat lamb?
 no 940 66 7.0 6.5 [4.8, 8.7] 0.68 1 0.31
 yes 1291 121 9.4 7.1 [5.6, 8.9] 1.2 [0.9, 1.7]
Do you regularly eat chicken?
 no 232 22 9.5 7.5 [4.6, 12.1] 0.67 1 0.68
 yes 2105 176 8.4 6.7 [5.5, 8.1] 1.1 [0.7, 1.9]
Do you regularly eat fish/seafood?
 no 295 33 11.2 9.4 [6.0, 14.3] 0.10 1 0.59
 yes 2001 157 7.8 6.3 [5.1, 7.6] 0.9 [0.6, 1.4]
Do you regularly eat salad products?
 no 121 16 13.2 9.1 [5.2, 15.4] 0.30 1 0.11
 yes 2207 179 8.1 6.7 [5.5, 8.1] 0.6 [0.4, 1.1]
Not regularly eating meat
 no 2172 178 8.2 6.6 [5.4, 8.0] 0.24 1 0.89
 yes 176 20 11.4 9.2 [5.5, 15.1] 1.0 [0.6, 1.8]
Not regularly eating meat, fish or seafood (vegetarian)
 no 2251 186 8.3 6.6 [5.5, 8.0] 0.25 1 0.55
 yes 105 12 11.4 10.0 [5.0, 18.8] 0.8 [0.4, 1.6]
In the past year, have you spent time in any country outside the UK?
 no 1142 75 6.6 4.6 [3.3, 6.3] <0.001 1 <0.001
 yes 1234 127 10.3 8.8 [7.1, 10.8] 2.0 [1.5, 2.8]
Have you been hospitalized abroad in the last year?
 no 2364 199 8.4 6.6 [5.5, 8.0] <0.001 1 0.04
 yes 12 3 25.0 37.7 [13.1, 70.8] 3.6 [1.1, 12.2]
Have you had diarrhoea abroad in the last year?
 no 2239 186 8.3 6.5 [5.4, 7.8] 0.09 1 0.03
 yes 137 16 11.7 11.2 [6.1, 19.7] 1.8 [1.0, 3.2]
Have you been abroad to India in the last year?
 no 2279 174 7.6 6.2 [5.1, 7.5] <0.001 1 0.001
 yes 97 28 28.9 33.7 [22.6, 47.0] 3.2 [1.7, 6.2]
Have you been abroad to Pakistan in the last year?
 no 2352 191 8.1 6.6 [5.5, 7.8] <0.001 1 0.007
 yes 24 11 45.8 48.6 [24.8, 73.1] 3.6 [1.4, 9.1]
Have you been abroad to Bangladesh in the last year?
 no 2365 200 8.5 6.7 [5.6, 8.1] 0.16 1 0.93
 yes 11 2 18.2 17.4 [4.2, 50.1] 0.9 [0.2, 4.9]
Have you been abroad to Sri Lanka in the last year?
 no 2367 199 8.4 6.7 [5.6, 8.0] <0.001 1 0.02
 yes 9 3 33.3 39.8 [12.4, 75.6] 6.4 [1.3, 31.4]
Have you been abroad to Nepal in the last year?
 no 2373 201 8.5 6.6 [5.5, 7.9] <0.001 1 0.11
 yes 3 1 33.3 76.8 [17.9, 98.0] 8.9 [0.6, 133]
Have you been abroad to South Asia (India, Pakistan, Bangladesh, Sri Lanka or Nepal) in the last year?
 no 2236 158 7.1 5.8 [4.7, 7.1] <0.001 1 <0.001
 yes 140 44 31.4 38.5 [27.8, 50.5] 3.3 [2.0, 5.6]
Have you been abroad to Afghanistan in the last year?
 no 2374 201 8.5 6.7 [5.6, 8.1] 0.43 1 0.22
 yes 2 1 50.0 17.1 [1.3, 76.1] 3.5 [0.5, 25.2]
Have you been abroad to Africa in the last year?
 no 2235 184 8.2 6.2 [5.1, 7.5] <0.001 1 0.006
 yes 141 18 12.8 16.4 [9.4, 27.0] 2.2 [1.2, 3.7]
Have you been abroad to Australasia in the last year?
 no 2341 200 8.5 6.7 [5.6, 8.1] 0.75 1 0.94
 yes 35 2 5.7 8.6 [1.9, 31.5] 0.9 [0.2, 4.0]
Have you been abroad to the Caribbean in the last year?
 no 2319 197 8.5 6.7 [5.6, 8.0] 0.49 1 0.50
 yes 57 5 8.8 9.8 [3.3, 25.5] 1.4 [0.5, 3.9]
Have you been abroad to China in the last year?
 no 2352 198 8.4 6.6 [5.5, 7.9] 0.03 1 0.06
 yes 24 4 16.7 22.9 [7.1, 53.5] 2.9 [0.9, 9.1]
Have you been abroad to Eastern Europe in the last year?
 no 2127 187 8.8 6.9 [5.7, 8.3] 0.51 1 0.77
 yes 249 15 6.0 5.7 [3.3, 9.7] 0.9 [0.5, 1.6]
Have you been abroad to the Middle East in the last year?
 no 2329 195 8.4 6.7 [5.6, 8.0] 0.29 1 0.22
 yes 47 7 14.9 10.6 [4.5, 23.0] 1.7 [0.7, 3.8]
Have you been abroad to North America in the last year?
 no 2218 186 8.4 6.4 [5.3, 7.7] 0.07 1 0.06
 yes 158 16 10.1 11.3 [6.2, 19.8] 1.7 [1.0, 3.0]
Have you been abroad to South or Central America in the last year?
 no 2347 197 8.4 6.6 [5.5, 7.9] 0.05 1 0.04
 yes 29 5 17.2 19.4 [6.3, 46.4] 3.1 [1.1, 9.2]
Have you been abroad to South East or Pacific Asia in the last year?
 no 2309 191 8.3 6.4 [5.3, 7.7] 0.003 1 0.001
 yes 67 11 16.4 17.4 [9.0, 31.1] 3.3 [1.6, 6.5]
Have you been abroad to a country in Western Europe (not incl. UK and Ireland) in the last year?
 no 1607 144 9.0 6.4 [5.1, 7.9] 0.41 1 0.19
 yes 769 58 7.5 7.4 [5.5, 10.0] 1.3 [0.9, 1.8]
Have you been abroad to Maldives, Mauritius or Seychelles in the last year?
 no 2358 202 8.6 6.8 [5.7, 8.1] 0.39 1 0.14
 yes 18 0 0 0 [0, 18.5] 0
Have you been abroad to: Australia, the Caribbean, Eastern Europe, the Middle East, North America, Western Europe (not incl. UK and Ireland), Maldives, Mauritius or Seychelles in the last year?
 no 1335 119 8.9 6.0 [4.7, 7.7] 0.20 1 0.03
 yes 1041 83 8.0 7.6 [5.9, 9.8] 1.4 [1.0, 2.0]
Have you been abroad to: Africa, China, South or Central America, South East or Pacific Asia or Afghanistan in the last year?
 no 2125 166 7.8 5.6 [4.6, 6.8] <0.001 1 <0.001
 yes 251 36 14.3 16.6 [11.3, 23.7] 2.8 [1.8, 4.3]
Number of adults living in respondent’s household (incl. respondent)
 1 413 29 7.0 6.1 [3.8, 9.5] 0.02 (test for trend: P =0.06) 1 0.65 (test for trend: P =0.96)
 2 1177 87 7.4 5.9 [4.6, 7.5] 1.0 [0.6, 1.6]
 3 406 39 9.6 8.3 [5.3, 13.0] 1.1 [0.6, 1.8]
 4 208 19 9.1 6.1 [3.5, 10.6] 0.8 [0.4, 1.6]
 5 86 15 17.4 18.8 [9.8, 32.9] 1.7 [0.8, 3.5]
 6+ 67 10 14.9 7.6 [3.0, 17.9] 0.9 [0.3, 2.1]
Number of children aged 5–17 years living in respondent’s household
 0 1888 152 8.1 6.9 [5.6, 8.4] 0.18 (test for trend: P =0.77) 1 0.24 (test for trend: P =0.47)
 1 245 15 6.1 3.6 [1.8, 7.0] 0.6 [0.3, 1.0]
 2 156 20 12.8 9.5 [5.1, 17.1] 1.1 [0.6, 1.9]
 3+ 68 12 17.6 8.1 [3.4, 17.9] 0.8 [0.4, 1.6]
Number of children aged 0–4 years living in respondent’s household
 0 2078 165 7.9 6.4 [5.2, 7.8] 0.12 (test for trend: P =0.28) 1 0.85 (test for trend: P =0.24)
 1 210 25 11.9 9.9 [6.1, 15.6] 1.0 [0.6, 1.7]
 2+ 69 9 13.0 4.6 [1.9, 10.4] 1.2 [0.6, 2.3]
Number of children aged 0–17 years living in respondent’s household
 0 1719 132 7.7 6.5 [5.2, 8.1] 0.96 (test for trend: P =0.44) 1 0.78 (test for trend: P =0.96)
 1 291 23 7.9 7.0 [4.2, 11.6] 0.8 [0.5, 1.3]
 2 246 27 11.0 7.1 [4.1, 12.0] 1.0 [0.6, 1.6]
 3+ 101 17 16.8 7.9 [3.9, 15.1] 0.9 [0.5, 1.6]
Number of people living in respondent’s household
 1 377 27 7.2 5.8 [3.6, 9.4] 0.07 (test for trend: P =0.06) 1 0.71 (test for trend: P =1.00)
 2 901 64 7.1 6.2 [4.8, 8.1] 1.0 [0.6, 1.7]
 3 393 30 7.6 7.2 [4.3, 11.8] 0.9 [0.5, 1.6]
 4 317 21 6.6 4.6 [2.5, 8.2] 0.7 [0.4, 1.4]
 5 183 25 13.7 9.6 [6.0, 15.1] 1.2 [0.7, 2.3]
 6 91 14 15.4 13.2 [6.1, 26.4] 1.0 [0.4, 2.2]
 7 46 10 21.7 19.0 [8.0, 38.7] 1.5 [0.6, 3.8]
 8+ 49 8 16.3 6.6 [2.9, 14.0] 0.7 [0.3, 1.7]
Do you have any cats living in your house or flat?
 no 1939 169 8.7 6.9 [5.7, 8.4] 0.70 1 0.74
 yes 422 32 7.6 6.3 [4.1, 9.7] 1.1 [0.7, 1.6]
Do you have any dogs living in your house or flat?
 no 1989 178 8.9 7.1 [5.9, 8.6] 0.20 1 0.88
 yes 362 22 6.1 5.0 [3.0, 8.3] 1.0 [0.6, 1.7]
Do you have any rabbits living in your house or flat?
 no 2121 183 8.6 6.5 [5.4, 7.8] 0.94 1 0.79
 yes 45 3 6.7 6.8 [1.9, 21.6] 0.8 [0.2, 3.0]
Do you have any guinea pigs living in your house or flat?
 no 2091 182 8.7 6.6 [5.5, 7.9] 0.23 1 0.21
 yes 36 1 2.8 0.9 [0.1, 6.4] 0.3 [0.04, 2.0]
Do you have any hamsters living in your house or flat?
 no 2092 183 8.7 6.7 [5.5, 8.1] 0.23 1 0.43
 yes 30 1 3.3 2.2 [0.3, 14.1] 0.5 [0.08. 3.0]
Do you live in a nursing home, care home or residential home?
 no 2348 200 8.5 6.8 [5.7, 8.1] 1.00 1 0.14
 yes 9 0 0 0 [0, 33.6] 0
Is there anyone in your household who works in a healthcare setting?
 no 2045 173 8.5 6.7 [5.5, 8.1] 0.97 1 0.81
 yes 287 23 8.0 6.8 [4.0, 11.3] 0.9 [0.6, 1.5]
Is there anyone in your household whose work involves contact with animals?
 no 2225 189 8.5 6.9 [5.7, 8.3] 0.39 1 0.76
 yes 91 6 6.6 4.7 [2.0, 10.9] 1.1 [0.5, 2.7]
Is there anyone in your household who has been hospitalized in the past year?
 no 2096 178 8.5 6.9 [5.7, 8.3] 0.61 1 0.40
 yes 250 21 8.4 5.9 [3.2, 10.5] 0.8 [0.5, 1.4]
Is there anyone in your household who has taken antibiotics in the past year?
 no 1546 114 7.4 6.4 [5.1, 8.1] 0.91 1 0.57
 yes 737 73 9.9 6.6 [4.9, 8.9] 1.1 [0.8, 1.5]
Is there anyone in your household who has spent time abroad in the last year?
 no 1318 96 7.3 5.6 [4.3, 7.3] 0.03 1 <0.001
 yes 1017 103 10.1 8.3 [6.5, 10.5] 1.8 [1.3, 2.4]
Housemate been to India in the last year
 no 2251 178 7.9 6.5 [5.4, 7.8] <0.001 1 0.01
 yes 83 21 25.3 24.9 [14.5, 39.2] 2.4 [1.3, 4.6]
Housemate been to Pakistan in the last year
 no 2314 195 8.4 6.8 [5.7, 8.1] 0.21 1 0.85
 yes 20 4 20.0 15.6 [3.9, 45.5] 1.1 [0.3, 3.6]
Housemate been to Bangladesh in the last year
 no 2324 199 8.6 6.8 [5.7, 8.2] 1.00 1 0.02
 yes 10 0 0 0 [0, 30.8] 0
Housemate been to Sri Lanka in the last year
 no 2326 197 8.5 6.8 [5.6, 8.1] 0.06 1 0.13
 yes 8 2 25.0 26.6 [5.5, 69.5] 3.7 [0.7, 19.6]
Housemate been to the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) in the last year
 no 2214 172 7.8 6.4 [5.3, 7.7] <0.001 1 0.05
 yes 120 27 22.5 22.7 [14.2, 34.1] 1.7 [1.0, 3.0]
Housemate been to Afghanistan in the last year
 no 2332 199 8.5 6.8 [5.7, 8.2] 1.00 1 0.39
 yes 2 0 0 0 [0, 84.2] 0
Housemate been to Africa in the last year
 no 2239 190 8.5 6.6 [5.5, 8.0] 0.20 1 0.27
 yes 95 9 9.5 11.5 [5.0, 24.3] 1.5 [0.7, 3.0]
Housemate been to Australasia in the last year
 no 2304 197 8.6 6.7 [5.6, 8.0] 0.43 1 0.86
 yes 30 2 6.7 12.5 [2.5, 44.0] 1.1 [0.3, 4.9]
Housemate been to the Caribbean in the last year
 no 2288 196 8.6 6.8 [5.7, 8.1] 0.66 1 0.85
 yes 46 3 6.5 8.9 [2.6, 26.9] 1.1 [0.3, 3.8]
Housemate been to China in the last year
 no 2313 196 8.5 6.7 [5.6, 8.0] 0.07 1 0.16
 yes 21 3 14.3 20.1 [5.6, 51.4] 2.6 [0.7, 9.9]
Housemate been to Eastern Europe in the last year
 no 2126 185 8.7 6.9 [5.7, 8.2] 0.86 1 0.79
 yes 208 14 6.7 6.5 [3.4, 12.1] 1.1 [0.6, 1.9]
Housemate been to the Middle East in the last year
 no 2291 189 8.2 6.7 [5.6, 8.0] 0.02 1 0.03
 yes 43 10 23.3 16.9 [7.5, 33.6] 2.5 [1.1, 5.6]
Housemate been to North America in the last year
 no 2192 185 8.4 6.8 [5.6, 8.1] 0.70 1 0.15
 yes 142 14 9.9 7.6 [4.2, 13.4] 1.6 [0.9, 2.8]
Housemate been to South or Central America in the last year
 no 2309 196 8.5 6.8 [5.7, 8.1] 0.77 1 0.16
 yes 25 3 12.0 8.1 [2.5, 23.4] 2.4 [0.7, 8.2]
Housemate been to South East or Pacific Asia in the last year
 no 2285 191 8.4 6.5 [5.4, 7.8] 0.01 1 0.006
 yes 49 8 16.3 17.9 [8.4, 34.1] 3.1 [1.4, 7.1]
Housemate been to Western Europe (not incl. UK and Ireland) in the last year
 no 1708 149 8.7 6.8 [5.5, 8.3] 0.91 1 0.11
 yes 626 50 8.0 6.9 [4.9, 9.7] 1.4 [0.9, 1.9]
Housemate been to another region of the world in the last year
 no 2317 198 8.5 6.8 [5.7, 8.1] 0.92 1 0.81
 yes 17 1 5.9 7.5 [1.1, 37.7] 0.8 [0.1, 5.5]

Also shown are the ORs for potential risk factors for colonization after adjustment for the person’s country of birth and the person’s region of origin if born in the UK.

a

To estimate the prevalence of ESBLPE colonization for adults living in England in 2014 we used weights based on the 2011 national census and the number of eligible individuals at the selected practices. Weights for ethnic group, age group and sex were calculated for all individuals based on the census data alone. To estimate the prevalence for each GP practice and PCT we used weights based on the numbers of eligible individuals in each group at each practice.

b

Categories of this factor variable referred to in this table include: Born in the UK: UK origin; Born in the UK: India, Pakistan or Bangladesh origin; Born in the UK: Caribbean origin; Born in the UK: other origin; Born in India; Born in Pakistan; Born in Bangladesh; Born in Sri Lanka; Born in Afghanistan; Born in the Middle East; and Born in some other country.

c

Ethnic group was self-declared by each participant when completing the research questionnaire.

d

Region of origin/origin is derived from the self-declared ethnic group and country of birth.

Table 3.

Final multivariate model for colonization with CTX-M ESBLPE

Risk factor Categories Number of people exposed to the risk factor in the model (n =2319) aOR [95% CI]; P value Percentage PAF [95% CI] Percentage PAF [95% CI]
Country of birth and region of origina if born in the UK Born in the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) 256 5.4 [3.0, 9.7]; <0.001 23.8 [15.9, 30.9] 27.7 [19.5, 35.1]
Born in Afghanistan 9 46.0 [9.6, 218]; <0.001 2.8 [1.3, 4.3]
Born in the Middle East 18 4.7 [1.3, 17.0]; 0.02 1.1 [−0.4, 2.6]

Born in the UK and of UK origin 1451 1.3 [0.8, 2.1]; 0.24 9.9 [−7.1, 24.1] 15.3 [−3.5, 30.6]
Born in the UK and of IPB origin 52 3.8 [1.5, 9.2]; 0.004 2.8 [0.1, 5.4]
Born in the UK and of Caribbean origin 32 3.4 [1.0, 10.9]; 0.04 1.4 [−0.6, 3.3]
Born in the UK and of some other origin or of mixed origin 45 2.2 [0.7, 6.5]; 0.17 1.3 [−1.0, 3.5]
Compared with (Reference category): Born in some country other than UK, IPB, Sri Lanka, Afghanistan or the Middle East 464 Reference Reference Reference

Travel abroad in the past year South Asia 133 2.9 [1.8, 4.8]; <0.001 12.1 [5.9, 7.8] 27.9 [16.0, 38.1]
  • India        • Sri Lanka

  • Pakistan      • Nepal

  • Bangladesh

Compared with (Reference category): No travel to South Asia 2186 Reference Reference
Countries outside Asia with higher risk 246 2.6 [1.7, 4.1]; <0.001 9.9 [4.3, 15.1]
  • Africa        • South East or Pacific Asia

  • China        • Afghanistan

  • South or Central America

Compared with (Reference category): No travel to countries outside Asia with higher risk 2073 Reference Reference
Other countries 1021 1.3 [0.9, 1.8]; 0.15 7.9 [−3.5, 18.1]
  • Australasia       • Mauritius

  • The Caribbean    • Seychelles

  • The Middle East    • Maldives

  • North America   • Europe (excl. UK & Ireland)

Compared with (Reference category): No travel to Other countries 1298 Reference Reference

Domestic work in a healthcare setting Yes 8 6.2 [1.3, 31]; 0.03 1.1 [−0.2, 2.3]
Compared with (Reference category): No 2311 Reference Reference
a

Region of origin/origin is derived from the self-declared ethnic group and country of birth.

Among participants colonized with CTX-M ESBLPE we calculated the percentage colonized with a particular blaCTX-M genotype, and the percentage belonging to particular ethnic groups among those who were carriers of a particular blaCTX-M genotype.

Ethics

Approval for the study was obtained from the NRES Committee South West - Frenchay, Bristol, UK (13/SW/0017). The data we collected from GP practices were anonymous.

Results

Of 76 154 adult individuals registered in 16 GP practices, 58 337 were invited to participate; 3389 (5.8%) expressed interest and were sent a faeces kit, and 2331 (4.0%) returned a sample. A further 99 individuals invited by general practice receptionists participated, making a total of 2430 participants. The number of stool specimens received from participants in each section of the adult population in England, the number of specimens positive for ESBLPE, and the unweighted and weighted percentage positive for ESBLPE are shown in Table 2. The estimated prevalence of colonization with CTX-M ESBLPE in adults living in England in 2014 was 7.3% (95% CI 5.6%–9.4%). Of the four PCTs, Heart of Birmingham teaching PCT (234 participants) had the highest estimated prevalence at 16.0% (95% CI 10.2%–24.2%) [Newham 612 participants, 12.7% (95% CI 9.1%–17.4%); Southampton City 740 participants, 9.2% (95% CI 6.1%–13.7%); and Shropshire County 774 participants, 4.9% (95% CI 3.4%–7.0%)]. There was no evidence that estimated prevalence differed by age or sex. There were high estimated prevalences for participants born in India (136 participants, 28.7% prevalence, 95% CI 18.8%–41.2%), Pakistan (81 participants, 18.6% prevalence, 95% CI 10.5%–30.8%), Bangladesh (34 participants, 23.5% prevalence, 95% CI 11.8%–41.3%), Sri Lanka (8 participants, 25.0% prevalence, 95% CI 7.2%–59.0%), Afghanistan (10 participants, 60.0% prevalence, 95% CI 29.7%–84.2%) and the Middle East (18 participants, 15.5% prevalence, 95% CI 4.7%–40.5%) (Figure 1). The overall estimated prevalence for those born in the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) combined (259 participants) was 25.0%, (95% CI 18.5%–32.9%); differences between these four countries were non-significant (P =0.65). The estimated prevalence for those born in the UK with an IPB region of origin was 15.7% (52 participants), while for those born in the UK with a UK region of origin (1459 participants) it was 5.6% (95% CI 4.4%–7.1%, P =0.03). However there was a low estimated prevalence for those born in Africa and of the IPB ethnic group (17 participants, 0% prevalence, 95% CI 0%–19.5%).

Figure 1.

Figure 1.

Prevalence of colonization with CTX-M ESBLPE by country of birth and region of origin if born in the UK (with 95% CI). Adults from the general population of England in 2014. Dotted line is the estimated 2014 prevalence in England.

Overall estimated prevalence of ESBLPE was the same in those reporting taking any antibiotic in the last year (777 participants, 6.8% prevalence 95% CI 5.1%–8.9%) or not (1427 participants, 6.8% prevalence 95% CI 5.4%–8.6%). None of 48 participants who reported having taken any co-amoxiclav in the past 12 months carried ESBLPE (0% prevalence, 95% CI 0%–7.4%, P =0.03). Estimated prevalence of ESBLPE in the 15 participants who had taken ciprofloxacin was 9.5%, (95% CI 2.5%–30.1%, P =0.61).

Two other groups with high estimated prevalence were those who had travelled to South Asia (India, Pakistan, Bangladesh, Sri Lanka or Nepal) in the last year (140 participants, 38.5% prevalence, 95% CI 27.8%–50.5%) and those working as a domestic in a healthcare setting [8 participants, unweighted prevalence 37.5%, 95% CI 8.5%–75.5% (3/8; 1 black African, CTX-M-15, no travel abroad; 1 white British, CTX-M-15, travelled to India with partner for 12 days; 1 Asian Indian, CTX-M-27, travelled to India alone for 42 days)]. If someone else in the participant’s household had been to India, Bangladesh, the Middle East, the Indian subcontinent or South East or Pacific Asia, this significantly increased the participant’s risk for carrying blaCTX-M ESBL. Participants whose housemates had travelled abroad in the last year to the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) (120 participants, estimated prevalence 22.7%, 95% CI 14.2%–34.1%, P <0.001), India (83 participants, estimated prevalence 24.9% 95% CI 14.5%–39.2%, P <0.001) and the Middle East (43 participants, estimated prevalence 16.9%, 95% CI 7.5%–33.6%, P =0.02) had a higher prevalence. In 1071 of 1234 participants, both the housemate and the main participant had travelled to the same country in the past 12 months.

Relative frequency of CTX-M genotypes (Figure 2)

Figure 2.

Figure 2.

Relative frequency of the blaCTX-M genotypes from 208 individuals, characterizations of these genotypes and risk factors for them.

Two hundred and eight participants were found to carry the CTX-M gene; 184 (88%) by direct culture (25% +, 26% ++, 37% +++) and a further 24 (12%) on enrichment; no single participant had more than one species of bacteria carrying CTX-M. Most isolates (199) were E.coli, 5 Klebsiella pneumoniae, 4 Enterobacter and 1 Citrobacter. All isolates could be allocated a CTX-M grouping. Seventy-seven percent of participants with CTX-M ESBLPE (161/208) were colonized with CTX-M group 1; 25% (53/208) were colonized with CTX-M group 9; 4% (9/208) were colonized with both group 1 and group 9; and 1.4% (3/208) were colonized with CTX-M group 8, 25 or 26. Four isolates from group 1 and one isolate from group 9 could not be sequenced. The most common genotype was blaCTX-M-15 (66%, 134/204) (Figure 2). Two other common genotypes were blaCTX-M-14 (11%, 23/207) and blaCTX-M-27 (13%, 27/207).

CTX-M genotypes and risk factors

Carriers of blaCTX-M-15 had a similar probability of being of white ethnicity compared with carriers of other genotypes (62/134, 46% of blaCTX-M-15 were white; 46/134, 34% Asian IPB; and 26/134, 19% other ethnicity) and 84/129 (65%) had travelled abroad in the last year. A carrier of blaCTX-M-27 had a higher chance of being of the Asian-IPB ethnic group (16/27, 59% Asian IPB; 6/27, 22% white; 5/27, 19% other ethnicity; 16/27, 59% travelled abroad) compared with carriers of other genotypes. A blaCTX-M-14 carrier had a higher chance of being of white ethnicity (19/23, 83% white; 2/23, 9% Asian IPB; 2/23, 9% other ethnicity; 14/23, 61% travelled abroad) compared with carriers of other genotypes. Carriers of the different genotypes CTX-M-15, -27 and -14 had a similar chance of having travelled abroad in the last year. Of the 199 E.coli, 87% (173/199) were ST131. ST131 was not significantly more common in CTX-M carriers who had spent time anywhere abroad in the last year, or in the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka), compared with those who had not (spent time anywhere abroad 87% ST131 versus not spent time abroad 79%, P =0.17; spent time abroad in the Indian subcontinent 91% ST131 versus not spent time in the Indian subcontinent 82%, P =0.17).

Risk factors for colonization with CTX-M ESBLPE

After adjusting for country of birth and region of origin (if born in the UK) we found no evidence for an independent association between CTX-M ESBLPE colonization and GP practice, age group, sex, overall antibiotic use in the past year or hospitalization in the past year (Table 2). Factors that remained significant after adjusting for country of birth and region of origin (if born in the UK) and were therefore considered for inclusion in the final model included: participant’s travel abroad, or diarrhoea or hospitalization abroad in the last year; use of ciprofloxacin or co-amoxiclav; being a domestic healthcare worker; and housemates’ travel abroad (overall and by country) in the last year. When added to the final multivariable model, there was no strong evidence that colonization was independently associated with either taking antibiotics in the last year (aOR 0.99, 95% CI 0.7–1.4, P =0.95), hospitalization abroad in the last year (aOR 2.7, 95% CI 0.8–9.1, P =0.11, 3/12 colonized), diarrhoea while abroad in the last year (aOR 1.1, 95% CI 0.6–1.9, P =0.84, 16/137 colonized) or travel abroad by a participant’s housemate in the past year (aOR 1.4, P =0.11, 103/1071 colonized). Use of ciprofloxacin remained a significant risk factor for ESBLPE-CTX-M in the final model (4/15 ESBLPE positive, aOR 3.2, P =0.03), whereas co-amoxiclav was protective for presence of ESBLPE-CTX-M (0/48 ESBLPE positive, aOR 0, P =0.006).

Being born in the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) was the most important identified risk factor for faecal colonization (aOR 5.4, 95% CI 3.0–9.7), and we estimate it accounted for 23.8% (95% CI 15.9%–30.9%) of people colonized in England in 2014 (Table 3). Being born in Afghanistan (aOR 46.0, 95% CI 9.6–218) or the Middle East (aOR 4.7, 95% CI 1.3–17.0) were factors strongly associated with colonization, but being relatively rare we estimate them to have accounted for relatively few people colonized [2.8% (95% CI 1.3%–4.3%) and 1.1% (95% CI −0.4% to 2.6%), respectively]. We found no evidence when tested in the final model that birth in or travel to other countries including Eastern Europe increased risk of colonization (travel to Eastern Europe aOR 0.8, P =0.42; born in Eastern Europe aOR 0.5, P =0.38). There was no evidence that being born in the UK with a UK region of origin was a risk factor for colonization (aOR 1.3, 95% CI 0.8–2.1, P =0.24); but as there were so many participants in this group, we estimate it accounted for 9.9% (95% CI −7.1% to 24.1%) of people colonized. Being born in the UK with an IPB region of origin was strongly associated with colonization (aOR 3.8, 95% CI 1.5–9.2), and we estimate it accounted for 2.8% (95% CI 0.1%–5.4%) of people colonized. Being born in the UK with a Caribbean region of origin was almost as strongly associated with colonization as being born in the UK with an IPB region of origin (aOR 3.4, 95% CI 1.0–10.9), and we estimate it accounted for 1.4% (95% CI −0.6% to 3.3%) of people colonized.

Travel to South Asia (India, Pakistan, Bangladesh, Sri Lanka or Nepal) in the last year was strongly associated with colonization (aOR 2.9, 95% CI 1.8–4.8), and we estimate it accounted for 12.1% (95% CI 5.9%–17.8%) of people colonized. Travel to Africa, China, South or Central America, South East or Pacific Asia or Afghanistan in the last year also increased the risk of colonization (aOR 2.6, 95% CI 1.7–4.1), and we estimate it accounted for 9.9% (95% CI 4.3%–15.1%) of people colonized. Travel to other countries in the last year put participants at a small increased chance of colonization (aOR 1.3, 95% CI 0.9–1.8; P =0.15) and, being relatively common, we estimate it accounted for 7.9% (95% CI −3.5% to 18.1%) of people colonized. Working as a domestic in the healthcare setting was strongly associated with colonization (aOR 6.2, 95% CI 1.3–31.0), but, being relatively rare, we estimate it to have accounted for just 1.1% (95% CI −0.2% to 2.3%) of people colonized. Collectively all risk factors in the final multivariable model explained 60.4% (95% CI 40.0%–73.8%) of cases.

Only 0.1% of participants (2/2430) were colonized with CPE; neither was born in the UK, and both had a history of travel to India in the past year.

Discussion

The 7.3% estimate for the prevalence of faecal colonization with CTX-M ESBLPE in adults living in England in 2014, and the high estimated prevalence in those born in South Asia (India, Pakistan, Bangladesh or Sri Lanka) and in those travelling to certain areas including South Asia, is of concern and has implications for empirical antimicrobial prescribing for suspected infections caused by Enterobacteriaceae and infection prevention and control within healthcare in England and beyond. The significantly higher estimated prevalence (15.7%) in the 52 participants born in the UK with an IPB region of origin, compared with those born in the UK with a UK region of origin (1459 participants, estimated prevalence 5.6%), is interesting; the higher estimated prevalence may be due to acquisition during repeated travel to their country of origin, or from visits by family and friends to or from their country of origin, during the last year or more than 1 year ago, or acquisition from relatives in the home.22

Previous studies in the UK

The only previous faecal colonization study of ESBLPE in the UK (in 2010) showed that Middle Eastern or South Asian (India, Pakistan, Bangladesh, Sri Lanka or Nepal) patients being investigated for gastrointestinal infections had a significantly higher prevalence than Europeans.11 Although UK studies estimating ESBLPE infection rates in hospitalized patients or patients with urine infections (UTIs) have suggested (similar to this present study) that rates of ESBLPE infection vary widely between different areas of the UK23,24 they have not investigated other risk factors.

Previous studies of a general population in Northern Europe

A 2011 postal study in urban Amsterdam estimated that the overall prevalence of ESBLPE faecal colonization was 8.6% and travel to Asia or Africa (aOR 2.1–2.2) in the last year increased the risk. Unlike the present or other studies, they found antibiotic use in the last year and travel to North America (aOR 2.7) were also risk factors.3 The Amsterdam study found, as in the present study, that country of origin was important, as having a mother born in Asia was a risk factor independent of foreign travel (aOR 2.4). In the present and Amsterdam studies, hospitalization abroad in the past year led to significantly higher faecal colonization and risk in the univariable analysis, but neither found hospitalization abroad significant on multivariable analysis.3 The Amsterdam study did not investigate travellers’ diarrhoea as a risk factor.3

A 2014/15 general population study in the rural Southern Netherlands estimated the prevalence of faecal colonization with ESBL/AmpC Enterobacteriaceae to be 4.5%. This is similar to our estimate for adults living in Shropshire in 2014, which is also rural with almost the entire population born in the UK and of UK origin. This study, like ours, found travel to Africa, Asia and Latin America (aOR 2.9), was a risk factor for carriage.25 Participants living in close proximity to mink farms (but not other farms) and keeping cows for a hobby in the last 5 years (aOR 3.56) had increased risk.25 Despite other studies showing that contact with broiler farms increased risk in the Netherlands,26 neither contact with animals, pets or eating meat (including chicken) increased the risk of ESBLPE colonization in our study. The risk factor associated with animals may only be evident when you closely examine particular livestock, which we did not do.

A systematic review of faecal colonization27 with Ambler class A ESBLPE in healthy individuals between 1992 and 2014 found that ESBLPE colonization had increased over time and was present worldwide in 2014. The pooled estimated prevalence was highest in the West Pacific (46%), followed by South East Asia and Africa (22%), the Eastern Mediterranean (15%) and Northern Europe (4%). Factors associated with a higher risk of colonization were international travel (RR 4.06) and antibiotic use in the previous year (RR 1.58), but this was a univariate analysis.27 The significant effect of antibiotic use in that review may not have remained on multivariable analysis or may be caused by relatively greater use of broader spectrum antibiotics (especially quinolones) in countries outside Northern Europe and in travellers. Interestingly, although overall antibiotic use was not a significant risk factor in our study, participants reporting ciprofloxacin use in the past year did have significantly increased estimated prevalence and this risk remained in the final multivariable model (aOR 3.2, P =0.03). However, all four cases who reported taking ciprofloxacin and were CTX-M ESBLPE positive had other risk factors (all four participants were of Asian ethnicity, three were hospitalized in the past year and one travelled to Pakistan). In contrast, reported co-amoxiclav use in the last year appeared to be protective, as none of these 48 participants was positive for CTX-M ESBLPE (0%, P =0.03). This is an important and interesting finding that needs further investigation. Although co-amoxiclav has limited clinical activity against CTX-M ESBLPE it is possible that there are high enough concentrations in the gut to eliminate faecal carriage. In contrast, ciprofloxacin would be expected to encourage colonization as almost all UK CTX-M ESBLPE are resistant.28 Only one of the previously published studies of ESBLPE colonization in the general population reported estimated prevalence by region of origin, and found birth in Africa, or parents born in Africa or Asia, to be an important risk factor.3

Previous studies of travellers

Like this study, studies of travellers from other European countries have identified travel outside Europe, and especially to the Middle East, Africa and South Asia, to be a risk for ESBLPE faecal colonization and acquisition;10,27,29–31 with travel to Southern India being the greatest risk.10 In several studies, travellers’ diarrhoea and the use of antimicrobials were independent risk factors for acquiring ESBLPE, which is not consistent with our own findings.10,27,29–31 However, another 2012 study of travellers from a Swiss travel clinic to South Asia found length of stay, visiting friends and relatives and eating ice-cream were risk factors for acquisition of ESBLPE E. coli; whereas travellers’ diarrhoea was not a risk factor.13 Visiting friends or relatives is probably a marker of being born in South Asia, which was a risk factor for colonization in our present study. In studies like this and ours, which included a larger proportion of travellers visiting relatives, travellers’ diarrhoea may not be such an important marker for faecal colonization, as these travellers’ gut microbiome may have already adapted to the South Asian diet and environmental flora. Although travel abroad by a housemate was associated with significantly higher carriage, this did not remain significant in the final model. Travel abroad by a housemate was closely correlated with spending time abroad by the participant themselves (1071/1234); so it is therefore not possible to distinguish between the effect of this variable and the effect of travel abroad by the person themselves.

Two longitudinal studies of travellers who were ESBLPE carriers on return from abroad report the prevalence of carriage 12 months after returning to be 11.3% and 2.2%, respectively, confirming that travel abroad more than 1 year ago could be an important factor to investigate in future studies.10,32 Our questions about travel abroad were limited to the last year; this omission could be important for travellers who travel repeatedly to areas with higher prevalence of CTX-M ESBLPE and poor hygiene or sanitation, for example participants born in the UK of IPB or Caribbean origin who may be more likely to repeatedly visit family and friends. This would help to explain the higher carriage and risk conferred by being UK-born but of IPB or Caribbean origin.

Unlike the 2016 systematic review we did not find that estimated prevalence of CTX-M ESBLPE was significantly higher in those born in or travelling to Eastern Europe (15/249 participants CTX-M ESBLPE positive, aOR 0.9, 95% CI 0.5–1.6, P =0.77).27 This may be because sanitation facilities in these countries are better than on the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) so that acquisition in these countries is less common.

In our study the estimated prevalence of CTX-M ESBLPE among those working as domestics in healthcare was 37.5% (3/8 participants, 95% CI 8.5%–75.5%). The risk factor was found to be independently associated with an increased risk of colonization; and these eight participants were not similarly exposed to any other particular risk factor. Domestics in healthcare settings may be put at increased risk through their work cleaning toilet facilities; certainly studies suggest that environmental acquisition may be responsible for the spread of ESBLPE.13 Transmission of ESBLPE occurs between patients in healthcare settings and staff do not always adhere to infection control guidelines.33

As in other studies3,11,24,34 the dominant CTX-M ESBLPE genotype was blaCTX-M-15, making up 66% of carriers of CTX-M ESBLPE. Interestingly we saw very few carriers of blaCTX-M-1, typically associated with European farm animals,35,36 suggesting little acquisition from these sources. This is supported by our lack of evidence that either having a meat diet or working with animal livestock were risk factors for CTX-M ESBLPE colonization. A quarter of carriers in our study carried a genotype belonging to CTX-M group 9, similar to the previous UK study of diagnostic faeces samples in Birmingham.11blaCTX-M-27 made up half of the group 9 CTX-Ms in our study, but was not found in the Birmingham study; in contrast, we found only one blaCTX-M-9, whereas this constituted 74% of group 9 in the Birmingham study.11blaCTX-M-27, which is part of group 9, is a variant of blaCTX-M-14 that has been reported both from the Far East and from Europe, and in the UK has been reported at a low frequency from food animals, notably dairy cattle.37 In our study, carriers of blaCTX-M-27 were mainly from the Asian-IPB ethnic group (59%), whereas carriers of blaCTX-M-14 were mainly from the white ethnic group (83%); this variation by ethnicity warrants further investigation. In a Spanish study38, CTX-M-14-producing E. coli were mainly isolated from community UTIs; this was also found in a Welsh study, where 83% of the CTX-M-14 genotype were community acquired39 and they were more common in rural areas.40 CTX-M-14 E. coli may be indigenous in the UK community, possibly acquired from cattle.41 Consistent with other work, we found no group 2 isolates.1

The present study shows that the ST131 clone was the most prevalent among the isolated E. coli demonstrating that the spread of CTX-M-15 in the UK may be due to this clone. Our results indicate that being born in or travel to the Indian subcontinent (India, Pakistan, Bangladesh or Sri Lanka) was the biggest overall risk factor, but in the IPB countries the ST131 clone is uncommon.42,43 This may help us to further explore CTX-M ESBLPE originating in the UK.

As no data exist on the frequency of community colonization of CPE in the UK, we used our study to gain some insight into their prevalence. Our culture methods, whilst potentially missing some OXA-type carbapenemases, are recognized reference laboratory methods.20 Like other European studies, we found a low incidence of CPE (0.1%) in England in 2014;44,45 the two positive participants (one Asian woman with E.coli OXA-48 with CTX-M group 9, and one UK man with E. coli NDM-1 with CTX-M-15) had both travelled to South Asia (India, Pakistan, Bangladesh, Sri Lanka or Nepal). This represents a potential route for the introduction and future spread of CPE.

Strengths

This is the first study to estimate the prevalence of colonization with CTX-M ESBLPE in the UK general population. We invited a stratified random sample of individuals from the general population from GP patient lists rather than selecting patients who had given diagnostic faecal samples or returning travellers who are unrepresentative of the general population. An added value of this study is the specific focus on ethnicity and the oversampling to retrieve sufficient data in ethnic minority groups, which enabled us to achieve sufficient power to identify some ethnicities and some countries of birth as risk factors. The questionnaires that were returned were well completed and allowed us to investigate a broad range of potential independent risk factors for CTX-M ESBLPE colonization. Rather than use swabs, we used faecal samples that increase sensitivity of detection of ESBLPE by 10%17,46 and enrichment, which increased our sensitivity of isolating CTX-M ESBLPE by 12%.17

Limitations

We only sought CTX-M ESBLPE (and not ESBLPE carrying the other β-lactamase genes blaTEM,blaOXA and blaSHV) as CTX-Ms still constitute more than 90% of ESBLPE genotypes and cause more ESBLPE infections than any other type of ESBLPE worldwide.3,47,48 We have not examined the genetic context of blaCTX-M, which would have given an insight into its linkage to IS elements. However, this would be unlikely to impact on the control of ESBLPE transmission. For those exposed to a relatively rare risk factor, the sample size was small and the CI was wide.

We did not ask about the characteristics of the housemate who travelled or their relationship to the participant, and housemate travel did not remain a significant risk in the final multivariable model (P =0.11). However, it was not our intention to study transmission. In future studies it would be interesting to confirm whether housemates usually travelled to the same countries with the participant or at a different time. Many cases of CTX-M faecal colonization may be unexplainable by any risk factor we could conceivably have collected data on; so, it is possible we have investigated all the important risk factors. However, it is also possible that some cases could be explained by a risk factor that we did not have sufficient power to detect or we did not ask about. Questions about travel abroad and about antibiotic use were limited to the last year, so this study was not able to investigate whether travel abroad more than a year earlier or antibiotic use more than a year earlier are risk factors for colonization. Furthermore we did not collect data on the use of proton-pump inhibitors, found to be a risk factor for faecal carriage in the Amsterdam 2011 community study (aOR 1.9)3 and the rural study.25 Since CTX-M ESBLPE are now widely established in the English general population we were not surprised to find that many cases were not directly attributable to travel abroad in the last year.

Most of our prevalence estimates come from a weighted analysis that weighted participants by ethnic group, age group and sex. Should our participants be unrepresentative in respect of any other variable then prevalence estimates for the general population could be biased. The risk of such a bias is compounded by the low response rate (4%) and variation in response rate in the different groups.

Implications

Faecal colonization with ESBLPE usually precedes an ESBLPE infection when it occurs7,8 so we believe that this study, showing CTX-M ESBLPE to be established in the general population of England and the prevalence of colonization to be considerably higher among some sections of the general population, has implications for empirical prescribing for all infections typically caused by Enterobacteriaceae, and that antimicrobial guidance should reflect our findings.49 The population that is most relevant to any conclusions about empirical antibiotic prescribing is the population of those who have infections likely caused by Enterobacteriaceae and are seen by clinicians. We haven’t studied this population but we believe that a high prevalence estimate for a section of the general population can be used to inform on the likely prevalence of those from the same section of the general population who seek treatment for infections likely caused by Enterobacteriaceae. When selecting empirical treatment for uncomplicated UTI we suggest that clinicians should consider the risk of ESBLPE, noting recent travel, country of birth and region of origin, especially South Asia (India, Pakistan, Bangladesh, Sri Lanka or Nepal). Nitrofurantoin, which has greater activity against ESBLPE, is preferable to trimethoprim as an empirical agent in most cases of acute uncomplicated UTI.49 Although nitrofurantoin will still be appropriate for most patients with acute uncomplicated UTI, in patients belonging to a section of the population that has a particularly high risk of ESBLPE carriage it may be preferable to obtain microbiology specimens before starting antibiotics. This might include those born in South Asia and in patients who have travelled to South Asia in the last year. Empirical antimicrobials prescribed for ‘sepsis’50 should always include an antimicrobial agent that treats ESBLPE.51

Previous studies of the length of faecal colonization with ESBLPE have been in patients who have attended a travel clinic and have acquired colonization abroad. There is wide variation in the estimates of the percentage still colonized, from 4.8%52 to 14.3%10 of travellers with faecal ESBLPE colonization at 6 months, and from 2.2%52 to 11.3%10 at 12 months. We need to understand the length of carriage and transmission in the general population, which may be different; this would be best investigated in a longitudinal study in a typical population. Prospective or case–control studies designed to look at the risk of UTI or future infections in those with ESBLPE faecal colonization are needed. To improve our understanding of evolving risk groups for ESBLPE infections, we suggest enhanced or periodic antimicrobial resistance surveillance should be extended to patients with uncomplicated infections (to reduce spectrum bias),6 and data collection should include ethnic group, age and sex of the patient. If feasible to do so, we also suggest collecting: country of birth, recent travel history, ethnic origins, occupation and use of antibiotics and antacids in the last year.

A study of healthcare domestics’ colonization with ESBLPE compared with other healthcare workers, and possibly patients, is needed as their numbers in our study were small, and there are large numbers of domestics working in healthcare with the potential to transfer ESBLPE. Additionally, domestics receive less training about infection prevention and control than other healthcare workers, as they have no direct role in hands-on patient care.

According to our results the prevalence of CPE in the general population is still very low, and therefore efforts to reduce UK healthcare transmission of CPE are worthwhile and could help to delay the inevitable expansion of these genes into the general population.

Supplementary Material

Supplementary Data

Acknowledgements

We thank all the individuals who returned stool samples and questionnaires; without you we could not have done this study. We wish to thank: Andre Charlett for all his help with the statistical interpretation and advice on the paper; Rahim Shabbir for building the Access database; Katherine Butler and Eileen Hamilton for administrative support; the GP practice staff; Primary Research network staff; ethics committees; Research Support Unit in Gloucester, especially Mark Walker; Elizabeth Coates, Head of research governance at PHE; communications teams at PHE and radio stations who advertised the project; and Mike Nelson.

Funding

The report is based on independent research commissioned and funded by the NIHR Policy Research Programme (Ref.041/0038S).

Transparency declarations

None to declare.

Author contributions

C. A. M. M. (Principal Investigator) led the writing of the grant application and protocol, was involved in the literature review, contributed to the design of the questionnaire, led the project steering group and led the writing of the manuscript. D. M. L. (Project Manager Mar–Jul 2014 and from Apr 2015) was involved in practice and patient recruitment, data collection and data management, was a steering group member and helped write the manuscript. L. X.-M. (Clinical Scientist) was a grant co-applicant and was involved in study design and laboratory supervision, supported laboratory data management, was a steering group member and contributed to the writing of the manuscript. D. N.-S. (Research Assistant) was involved in ethics application, practice and participant recruitment and data collection and entry, was a steering group member and commented on and agreed the final manuscript. K.-T. C. (Research Scientist) was involved in laboratory work, recording and data entry and agreed the final manuscript. T. N. (Statistician) was a grant co-applicant, was involved in study design, practice and participant selection, data management and data analysis, was a steering group member and contributed to the writing of and agreed the final manuscript. H. L. T. (Epidemiologist) was a grant co-applicant, was involved in study and questionnaire design and data interpretation, was a steering group member and commented on and agreed the final manuscript. M. T. was a grant co-applicant, was involved in study and questionnaire design, was a steering group member, was primary care lead, was involved in practice selection and commented on and agreed the final manuscript. A. A.-B. (Research Scientist) was involved in laboratory work and data cleaning and agreed the final manuscript. K. T. (Unit Administrator) was involved in participant recruitment and liaison and data collection and entry and agreed the final manuscript. S. Sh. (Research Scientist) was involved in laboratory work and data collection and agreed the final manuscript. S. M. (Research Scientist) was involved in laboratory work and data collection and agreed the final manuscript. S. Sm. was a grant co-applicant and was involved in study design, was a steering group member and commented on and agreed the final manuscript. L. C. (Project Manager Oct 2014–Mar 2015) was involved in organizing distribution of sample kits and data management and agreed the final manuscript. P. M. H. was a grant co-applicant and was involved in literature review, study design, questionnaire design, laboratory supervision and data interpretation, was a steering group member and contributed to the writing of and agreed the final manuscript.

Disclaimer

The views expressed in the publication are those of the authors and not necessarily those of the NHS, the NIHR, the Department of Health, ‘arms’ length bodies or other government departments.

Supplementary data

The questionnaire is available as Figure S1 at JAC Online.

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