Literature DB >> 35241189

The epidemiology of Shiga toxin-producing Escherichia coli serogroup O157 in England, 2009-2019.

Saira Butt1, Claire Jenkins1, Gauri Godbole1, Lisa Byrne1.   

Abstract

Shiga toxin-producing Escherichia coli (STEC) serogroup O157 is a zoonotic, foodborne gastrointestinal pathogen of major public health concern. We describe the epidemiology of STEC O157 infection in England by exploring the microbiological and clinical characteristics, the demographic and geographical distribution of cases, and examining changes in environmental exposures over 11 years of enhanced surveillance. Enhanced surveillance data including microbiological subtyping, clinical presentations and exposures were extracted for all cases resident in England with evidence of STEC O157 infection, either due to faecal culture or serology detection. Incidence rates were calculated based on mid-year population estimates from the Office of National Statistics (ONS). Demographics, geography, severity and environmental exposures were compared across the time periods 2009-2014 and 2015-2019. The number of cases reported to national surveillance decreased, with the mean cases per year dropping from 887 for the period 2009-2014 to 595 for the period 2015-2019. The decline in STEC O157 infections appears to be mirrored by the decrease in cases infected with phage type 21/28. Although the percentage of cases that developed HUS decreased, the percentage of cases reporting bloody diarrhoea and hospitalisation remained stable. The number of outbreaks declined over time, although more refined typing methods linked more cases to each outbreak. Integration of epidemiological data with microbiological typing data is essential to understanding the changes in the burden of STEC infection, assessment of the risks to public health, and the prediction and mitigation of emerging threats.

Entities:  

Keywords:  Escherichia coli; foodborne zoonoses; gastrointestinal infections; infectious disease epidemiology; zoonotic foodborne diseases

Mesh:

Year:  2022        PMID: 35241189      PMCID: PMC8915195          DOI: 10.1017/S0950268822000206

Source DB:  PubMed          Journal:  Epidemiol Infect        ISSN: 0950-2688            Impact factor:   2.451


Introduction

Shiga toxin-producing Escherichia coli (STEC) serogroup O157 is a zoonotic bacterial pathogen that colonises the gastrointestinal tracts of large ruminants such as cattle and sheep. Transmission to humans occurs through the faecal–oral route via contaminated food or water, direct animal contact, environmental exposure or person-to-person spread [1, 2]. Clinical presentation ranges from mild gastrointestinal symptoms to more severe illness involving bloody diarrhoea, abdominal pain, vomiting and fever. In a subset of patients, infection can progress to haemolytic uremic syndrome (HUS), a systemic condition characterised by haemolytic anaemia, thrombocytopenia, kidney malfunction and sometimes cardiac and/or neurological complications. STEC-HUS is the most common cause of renal failure in children in the UK [3, 4]. The key virulence factor is Shiga toxin, of which there are two types, Stx1 and Stx2. Since 1990, phage typing has been used at Public Health England (PHE) to type STEC O157. Phage typing is rapid and cost effective and has proven utility for detection of outbreaks, differentiating strains and demonstrating trends. In England, STEC O157 is a notifiable infection, and in 2009, enhanced surveillance was established, requiring public health follow-up on every reported case infection. For the duration of the period of this study, the PHE national enhanced STEC surveillance system mainly focused on STEC O157 because this serogroup was perceived to be the cause of the highest burden and most severe clinical outcomes of all STEC serogroups in the UK. For each case, a risk assessment based on clinical presentation and an enhanced surveillance questionnaire (ESQ) is undertaken. Despite a range of interventions implemented throughout the entire UK over the last four decades in catering, retail and meat hygiene sectors, the numbers of cases of STEC O157 in England between 1997 and 2012 remained constant, averaging 887 cases per year [3]. In this study, we describe the epidemiology of STEC O157 infection in England, by exploring the microbiological and clinical characteristics, the demographic and geographical distribution of cases and examining changes in environmental exposures over 11 years of enhanced surveillance.

Methods

Laboratory methods

In England, all faecal specimens from patients presenting to primary healthcare with suspected gastrointestinal infection are submitted to local hospital laboratories and tested for a range of gastrointestinal pathogens, including E. coli O157, following the UK Standards for Microbiology Investigations (https://www.gov.uk/government/collections/standards-for-microbiology-investigations-smi). Isolates identified as presumptive STEC O157 are then submitted to the PHE Gastrointestinal Bacteria Reference Unit (GBRU) for confirmation by PCR targeting stx1 and stx2, and further typing, including phage typing; both methods have been described previously [5, 6]. Data from laboratory referral forms and microbiological typing results are entered and stored in the PHE laboratory information management system. For patients with severe illness for whom faecal specimens are unavailable, serodiagnosis was used for the duration of this study to identify antibodies to the lipopolysaccharides of E. coli O157 [7].

National enhanced surveillance

The detection of presumptive STEC O157 infection in faecal samples is reported by local laboratories directly to PHE centres (PHEC), responsible for health protection. Each PHEC arranges for the STEC ESQ to be administered to patients. The ESQ collects data in the following categories: demographic details; risk status; clinical condition (including progression to HUS); household or other close contact details; exposures including travel, food and water consumption, contact with animals, and environmental exposures; case classification; outbreak status. Completed questionnaires are then forwarded for inclusion in the National Enhanced Surveillance System for STEC (NESSS), which compiles these data with microbiological data from GBRU based on patient identifiable information. NESSS is managed by the Gastrointestinal Pathogens Unit within the PHE National Infection Service.

Epidemiological case definitions

Non-outbreak primary: A symptomatic case with no history of close contact with a confirmed case in the 7 days prior to onset of illness. Non-outbreak co-primary: A symptomatic case within a group of close contacts with no history of close contact with a separate confirmed case in the 7 days prior to onset of illness. Non-outbreak secondary: A case with a date of onset more than 4 days after the primary case or where transmission is believed to be through exposure to a primary case. Non-outbreak unsure: It is not possible to determine whether the case is primary or secondary with the information available. This may be because the patient was lost to follow-up, is asymptomatic or where the chain of transmission is unclear. Outbreak-associated: A case microbiologically and epidemiologically confirmed as part of an outbreak. Travel-related: A case who reported being outside of the UK for any of the 7 days before onset of symptoms.

Data handling

Data on case demographics, exposures and microbiological typing were extracted from NESSS based on the receipt date of the isolate at GBRU. For incidence rate calculations, mid-year population estimates for 2009–2019 by age, sex and lower super output area (LSOA) were obtained from the ONS website: https://www.ons.gov.uk/peoplepopulationandcommunity/populationandmigration/populationestimates/datasets/populationestimatesforukenglandandwalesscotlandandnorthernireland. The 2011 rural–urban classifications were obtained from the Open Geography Portal (https://geoportal.statistics.gov.uk/) also managed by the ONS. Data manipulation was conducted using R version 3.6.3. Incidence rates and confidence intervals were calculated using Byar's method [8]. Confidence intervals for rate ratios were calculated using the Wald method.

Results

Cases reported to NESSS 2009–2019

From 2009 to 2019, 8295 cases of STEC O157 were reported to national surveillance, including 8082/8295 culture-confirmed cases and 213/8295 cases confirmed by serodiagnosis. Of these, 1472/8295 (18%) were defined as outbreak cases. ESQs were available for 8041/8295 of cases, of which 1706/8039 (21%) reporting having travelled outside of the UK for at least one of 7 days prior to symptom onset. Of the cases with ESQs, 6852/8041 (85%) were classified as primary or co-primary cases and 682 as secondary cases. For the other 507/8041 cases, an epidemiological definition could not be assigned (‘unsure’) (Fig. 1).
Fig. 1.

Breakdown of cases reported to NESSS from 2009 to 2019.

Breakdown of cases reported to NESSS from 2009 to 2019. Over the 11-year period, the number of STEC O157 cases reported to national surveillance decreased, with the mean cases per year dropping from 887 for the period 2009–2014, to 595 for the period 2015–2019. While the number of cases attributed to outbreaks has fluctuated over the years and travel-related cases remain stable, the decline has been most striking amongst non-outbreak cases with domestically acquired infection (Fig. 2).
Fig. 2.

Cases with evidence of STEC O157 infection by epidemiological category.

Cases with evidence of STEC O157 infection by epidemiological category. The number of outbreaks per year decreased from 2009 to 2019, although the median number of cases per outbreak fluctuated. With the exception of 2013, from 2009 to 2014, there were more than 10 outbreaks per year. From 2015, there were 10 or fewer outbreaks per year, dropping to as low as four outbreaks in 2018 and 2019. Conversely, the median number of cases per outbreak in 2018 and 2019 were higher than previous years, except 2014 (Fig. 3).
Fig. 3.

Number of outbreaks and median number of cases per outbreak by year.

Number of outbreaks and median number of cases per outbreak by year.

Microbiological subtypes

Of 8082 culture-confirmed cases, 5286 (65%) were infected by STEC O157 harbouring stx2 only, decreasing from 696/954 (73%) of cases in 2009 to 322/515 (63%) in 2019. In contrast, the proportion of cases infected with STEC O157 that had both stx1 and stx2 increased from 257/954 (27%) to 190/515 (37%) over the same timeframe (Fig. 4).
Fig. 4.

Cases with culture-confirmed STEC O157 infection by stx profile.

Cases with culture-confirmed STEC O157 infection by stx profile. The majority of STEC O157 belonged to either PT8 (2586) or PT21/28 (1933) accounting for 4519/8082 (56%) of culture confirmed cases. The decline in STEC O157 has been largely driven by a decrease in PT21/28 with a mean of 244 cases per year in the period 2009–2014 as compared to a mean of 94 cases per year in the period 2015–2019. There has been a slight increase in PT54, from a mean of 36 cases per year from 2009 to 2014, to a mean of 45 cases per year from 2015 to 2019 (Fig. 5).
Fig. 5.

Percentage of culture-confirmed cases per year by phage type.

Percentage of culture-confirmed cases per year by phage type.

Incidence

From 2009 to 2014, the incidence rate of STEC O157 was 1.66 cases per 100 000 person-years (95% CI 1.62–1.71). In the period between 2015 and 2019, the incidence rate dropped to 1.07 cases per 100 000 person-years (95% CI 1.03–1.11). From 2009 to 2019, STEC O157 incidence was highest among children between 1 and 4 years old, with a rate of 5.33 cases per 100 000 population (95% CI 4.96–5.72) among females and 5.31 cases per 100 000 population (95% CI 4.95–5.69) among males. There was no apparent difference by sex under the age of 20 years; however, incidence was significantly higher among females in age groups between 20 and 79 years (Fig. 6).
Fig. 6.

Incidence rate of STEC O157 infection per 100 000 population per year by age group and sex between 2009 and 2019.

Incidence rate of STEC O157 infection per 100 000 population per year by age group and sex between 2009 and 2019. Comparing the periods of 2009–2014 and 2015–2019, incidence decreased across all age groups, but the greatest decreases were among children: Incidence in 1–4 years old dropped 48% (RR = 0.52, 95% CI 0.56–0.58) and 59% in 5–9 years old (RR = 0.41, 95% CI 0.36–0.47). Among adults, the greatest decrease was among 60–69 years old, dropping 41% (RR = 0.59, 95% CI 0.50–0.70) (Fig. 7).
Fig. 7.

Incidence rate of STEC O157 infection per 100 000 population per year by age group and time-period between 2009 and 2019.

Incidence rate of STEC O157 infection per 100 000 population per year by age group and time-period between 2009 and 2019.

Rurality

Two cases were excluded due to invalid postcodes. Comparing the period 2009–2014 with 2015–2019, the incidence in both rural and urban areas decreased. However, the decrease was larger in rural areas, dropping 44% (RR = 0.56, 95% CI 0.51–0.62). In urban areas, incidence decreased 33% (RR = 0.67, 95% CI 0.64–0.71). While the association with PT8 incidence and rurality was equivalent across the time periods 2009–2014 and 2015–2019, for PT21/28 the magnitude of the association weakened (RR = 2.14, 95% CI 1.92–2.40; to RR = 1.86, 95% CI 1.51–2.27) (Table 1).
Table 1.

Rate ratios comparing rural to urban LSOAs by phage type and time period

2009–20142015–2019
Phage typeRural/urban rate ratio (95% CI)Rural/urban rate ratio (95% CI)
PT81.62 (1.45–1.81)1.58 (1.36–1.83)
PT21/282.14 (1.92–2.40)1.86 (1.51–2.27)
PT 321.50 (1.18–1.90)1.19 (0.84–1.68)
PT 341.50 (1.07–2.11)1.32 (1.01–1.74)
PT 541.22 (0.88–1.70)1.92 (1.43–2.57)
PT 22.22 (1.73–2.85)2.15 (1.42–3.23)
PT 141.83 (1.32–2.54)0.65 (0.40–1.05)
Rate ratios comparing rural to urban LSOAs by phage type and time period

Demographics

Among 8295 cases with evidence of STEC O157 infection, the median age was 22 years (IQR: 6–47 years) and 4660 (56%) were female. Among female cases, the median age was 26 years, and among males, 17 years. Males and females between 1 and 4 years old were consistently the most-affected groups from 2009 to 2014, comprising 562/5321 (11%) and 534/5321 (10%) of cases respectively. However, from 2015 to 2019, the proportion of cases that were 20–29 years old females rose to 289/2974 (10%), while the proportion that were males and females 1–4 years old dropped to 246/2974 (8%) and 237/2974 (8%), respectively (Fig. 8).
Fig. 8.

Proportion of cases by time period in each age–sex group.

Proportion of cases by time period in each age–sex group.

Age–sex by Stx profile

Cases infected with Stx2-only strains were mostly female (2893/5287, 55%), and predominantly children between 1 and 4 years old (1238/5287, 23%). Cases infected with stx1 + stx2 strains had a higher female proportion (1618/2751, 59%) and were predominantly females aged 20–29 years old (286/2751, 10%). There were only 44 stx1-only strains, which were predominantly adolescents and adult females (Fig. 9).
Fig. 9.

Percentage of cases by age and sex within each Stx profile.

Percentage of cases by age and sex within each Stx profile.

Age–sex by phage type

STEC O157 belonging to PT21/28 infected the highest proportion of children between 1 and 4 years old (506/1933, 26%), whereas the majority of PT34 and PT8 strains infected adults 20 years and older (327/494, 65% and 1645/2586, 64%). Eleven per cent (53/494) of PT 34 cases were males between 1 and 4 years old, but only 30/464 (6%) were females in that age group, whereas 44/494 (9%) cases were females 20–29 years old. PT8 cases were most heavily concentrated in females 20–29 years old (251/2586, 10%), with only 314/2586 (12%) cases in the 1–4 years age group (Fig. 10).
Fig. 10.

Percentage of cases by age and sex within each of the most frequent phage types.

Percentage of cases by age and sex within each of the most frequent phage types.

Clinical features

ESQs were completed for 8041/8295 (97%) individuals with evidence of STEC O157 infection. Of the 8041 with ESQs, 7598 (94%) reported being symptomatic. Asymptomatic individuals were identified during contact tracing and targeted sampling of contacts of a symptomatic case, specifically children under the age of 6, food handlers, healthcare workers and vulnerable people. Of 7598 symptomatic cases with evidence of STEC O157 infection, 2597 (34%) cases were admitted to hospital, and 348 (5%) developed HUS. Of the 1040 cases for whom duration of hospitalisation was available, the median duration was 3 days (IQR: 1–4). Among the 348 cases with HUS, 163 (47%) were under 5 years of age. Comparing the time periods 2009–2014 and 2015–2019, the proportion of cases reporting diarrhoea and abdominal pain increased, while the proportion of cases that developed HUS decreased (Table 2).
Table 2.

Percentage of cases reporting various clinical features by time period

2009–20142015–2019χ2 test of proportions
Number of symptomatic cases48122786
%%
With diarrhoea9395P < 0.01
With bloody diarrhoea6261P = 0.35
With nausea4648P = 0.28
With vomiting3735P = 0.18
With abdominal pain8083P < 0.01
With fever3334P = 0.29
Admitted to hospital3434P = 0.80
Developed HUS53P < 0.01
Percentage of cases reporting various clinical features by time period Of 8041 cases with ESQs, cases between 10 and 19 years of age had the highest proportion of bloody diarrhoea, reported by 364/506 (72%) of males in that age group and 346/494 (70%) of females. Cases in this age group also had the highest proportion of hospitalisation, as 226/506 (45%) of males and 210/494 (43%) of females were hospitalised. Female cases 1–4 and 5–9 years old had the highest proportion of HUS (91/749, 12%, and 44/467, 9% respectively). Male cases of the same age had a slightly lower proportion: 64/783 (8%) among 1–4 years old, and 32/480 (7%) among 5–9 years old (Fig. 11).
Fig. 11.

Percentage of cases with ESQs in each age group by indicator of severe illness.

Percentage of cases with ESQs in each age group by indicator of severe illness. Of 7864 culture-confirmed cases with ESQs, severe illness was most frequently reported in cases with PT21/28 and PT2 strains. Of 1859 cases with PT21/28 stx2 strains, 1249 (67%) reported bloody diarrhoea, 798 (43%) were hospitalised, and 144 (8%) developed HUS. Of 361 cases with PT2 stx2 strains, 268 (74%) reported bloody diarrhoea, 158 (44%) were hospitalised, and 25 (7%) developed HUS. In cases infected with the most common PT, PT8, bloody diarrhoea was as commonly reported for stx1+2 strains (1458/2164, 67%) as in PT21/28 stx2-only strains (1249/1859, 67%), but hospitalisation and HUS were reported by a smaller proportion (Table 3).
Table 3.

Percentage of cases reporting indicators of clinical severity by the 10 most detected phage types

Severe clinical outcomes
Phage typeStx profileaTotal with ESQsBloody diarrhoea (%)Hospitalisation (%)HUS (%)
PT8Stx1 + 2216467300
Stx234750251
PT21/28Stx1 + 2989560
Stx2185967438
PT 32Stx1 + 25064264
Stx251149304
PT 34Stx1 + 21362150
Stx247246222
PT 54Stx1 + 216570351
Stx227031194
PT 2Stx1 + 217764118
Stx236174447
PT 14Stx1 + 29167312
Stx223824141
PT 4Stx1 + 21872280
Stx226638223
PT 1Stx1 + 24358400
Stx214634171
PT 31Stx1 + 21872330
Stx211446140

Stx1-only strains not included due to low numbers (<20 cases for any phage type).

Percentage of cases reporting indicators of clinical severity by the 10 most detected phage types Stx1-only strains not included due to low numbers (<20 cases for any phage type).

Travel

Of 8041 cases with ESQs, 1706 (21%) reported any travel outside of the UK during the 7 days before onset of illness. From 2009 to 2014, 978/5140 (19%) cases reported travel as compared to 728/2901 (25%) of cases from 2015 to 2019. Adult cases were more likely than child cases to have travelled during the incubation period, and female cases were more likely to report any travel abroad (1054/4531, 23%) than male cases (652/3510, 19%). Among the most frequently reported phage types, the proportion of PT8 cases reporting travel increased from 400/1597 (25%) in the 2009–2014 period to 293/933 (31%) in the 2015–2019 period, with the most frequent destinations being Turkey, Spain and Malta, followed closely by Egypt. PT21/28 cases had the lowest proportion of reported travel (Table 4).
Table 4.

Proportion of cases reporting travel by the top 10 phage types among culture-confirmed cases

2009–20142015–2019
Phage typeTotal number of casesPercentage of cases travel relatedPercentage of cases travel relatedMost frequent destinations
PT825852531Turkey, Spain, Malta
PT21/28193322Spain, France, Ireland
PT 325912930Egypt, Ireland, Cyprus
PT 344942818Turkey, Cuba, Egypt
PT 544403332Turkey, Spain, France
PT 2393617Spain, France, Ireland
PT 143404747Turkey, Indonesia, Morocco
RDNC3183943Egypt, Turkey, India
PT 42961111France, Turkey, Egypt
PT 11952121Turkey, France, Spain
Proportion of cases reporting travel by the top 10 phage types among culture-confirmed cases

Animal contact

ESQs were available for 6852 primary or co-primary cases. There was some evidence (P = 0.06) that proportion of cases reporting contact with any animal increased over time, driven in an increase in contact with dogs, reported by 1384/4261 (32%) of cases between 2009 and 2014 reporting contact with a dog to 929/2591 (36%) from 2015 to 2019. Direct contact with farm animals decreased as did farm visits (606/4261, 14% to 285/2591, 11%). However, the percentage of cases reporting living on or access to a private farm increased, from 112/4261 (3%) in 2009–2014, to 193/2591 (7%) in 2015–2019 (Table 5).
Table 5.

Animal contact and exposure by time period

2009–20142015–2019χ2 test of proportions
Total number of cases42612591
Exposure%%
Private water supplies33P = 0.47
Contact with animals5659P = 0.06
Contact with dogs3236P < 0.01
Contact with cats2324P = 0.67
Contact with rabbits75P < 0.01
Farm visit1411P < 0.01
Living on/access to private farm37P < 0.01
Contact with cattle/calves74P < 0.01
Contact with sheep/lambs75P < 0.01
Contact with horses74P < 0.01
Contact with goats43P = 0.02
Animal contact and exposure by time period

Discussion

Since the introduction of enhanced microbiological detection of STEC O157 in England in 1996, the number of cases identified remained relatively stable over the following two decades [2, 3]. However, over the 11-year period of this study, the incidence of STEC O157 has followed a downward trend [9]. This decrease has been reported in Scotland as well, with a 43% decrease in cases from 2014 to 2019 [10, 11]. In England, while the annual number of cases associated with outbreaks fluctuated and the number of travel-related cases remained stable, the annual number of non-outbreak-associated, domestically acquired infections decreased. The decline in STEC O157 infections appears to be mirrored by the decrease in cases infected with PT21/28, the phage type which almost exclusively possesses stx2 only, and showed a marked decreased between 2009 and 2019. Comparing 2009–2014 with 2015–2019, the proportion of strains harbouring stx2 only decreased, while the proportion of strains harbouring stx1 and stx2 increased. The decrease in STEC O157 being pronounced in a specific phage type may suggest changes in behaviours and/or exposure risks. Evidence presented here and in previous studies has shown that PT21/28 is most commonly associated with children in the 1–4 years age group, cases resident in rural areas and with environmental exposures [1, 2]. There is some evidence from the analysis of outbreak data that outbreaks of PT21/28 are more likely to be associated with the consumption of contaminated meat or unpasteurised dairy products than produce [12-14]. While changes in the patterns of food consumption and food safety improvements in the meat and dairy industries may be contributing factors, we may be witnessing a decline in the prevalence of PT21/28 in the animal reservoir, as supported by data from a recent study [15]. Strain replacements in the UK cattle population have been documented previously [16, 17]. In the 1980s, PT2 was the most frequently detected STEC O157 subtype among human cases but numbers decreased rapidly in the 1990s when PT21/28 and PT8 became more prevalent [3]. Cases infected with STEC O157 PT21/28 more frequently resulted in severe clinical outcomes, including HUS [1]. A previous study during the same time period suggests that severity is associated with the presence of the Shiga toxin subtype Stx2a, which is hosted on a bacteriophage harboured by this PT [18, 19]. Although the percentage of cases that developed HUS decreased, the percentage of cases reporting bloody diarrhoea and hospitalisation remained stable, contributing to a growing body of evidence that other factors such as possessing multiple subtypes of stx genes [19] or harbouring stx1a [20] may contribute to severity. Consequently, while the incidence of STEC O157 with PT21/28 has decreased, and with it the proportion of HUS cases, STEC O157 PT8 stx1+2 strains appear to maintain the proportion of cases reporting bloody diarrhoea or hospitalisation. From 2009 to 2019, the number of outbreaks decreased though the median number of cases per outbreak increased. In the context of overall decreasing incidence, fewer outbreaks occurred, though more refined typing methods linked more cases to each outbreak, with the routine use of molecular typing from 2013 and the implementation of whole genome sequencing in 2015 facilitating outbreak case ascertainment [21]. The routine collection of enhanced epidemiological data following the implementation of NESSS in 2009 has enabled us to monitor trends in demography, exposures and clinical outcomes for over a decade [1, 2, 18, 19, 22, 23]. There is evidence that a decrease in the prevalence of the highly pathogenic STEC O157 PT21/28 in the animal reservoir appears to have had a direct impact on the overall burden of STEC O157 in England. Although the risk to children developing STEC-HUS caused by STEC O157 may have decreased, hospitalisations in all age groups remain high compared to other common gastrointestinal pathogens [24]. Enhanced surveillance data can support detection of emerging strain types and novel sources and transmission routes [18, 20, 25]. Integration of epidemiological data with microbiological typing data is essential to understanding the changes in the burden of STEC infection, assessment of the risks to public health, and the prediction and mitigation of emerging threats.
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Authors:  Timothy J Dallman; Lisa Byrne; Philip M Ashton; Lauren A Cowley; Neil T Perry; Goutam Adak; Liljana Petrovska; Richard J Ellis; Richard Elson; Anthony Underwood; Jonathan Green; William P Hanage; Claire Jenkins; Kathie Grant; John Wain
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Review 2.  Statistical methods in cancer research. Volume II--The design and analysis of cohort studies.

Authors:  N E Breslow; N E Day
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Authors:  H Chart; C Jenkins
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Authors:  Claire Jenkins; Andy J Lawson; Tom Cheasty; Geraldine A Willshaw
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5.  Applying phylogenomics to understand the emergence of Shiga-toxin-producing Escherichia coli O157:H7 strains causing severe human disease in the UK.

Authors:  Timothy J Dallman; Philip M Ashton; Lisa Byrne; Neil T Perry; Liljana Petrovska; Richard Ellis; Lesley Allison; Mary Hanson; Anne Holmes; George J Gunn; Margo E Chase-Topping; Mark E J Woolhouse; Kathie A Grant; David L Gally; John Wain; Claire Jenkins
Journal:  Microb Genom       Date:  2015-09-14

6.  Comparison of Shiga toxin-encoding bacteriophages in highly pathogenic strains of Shiga toxin-producing Escherichia coli O157:H7 in the UK.

Authors:  Daniel A Yara; David R Greig; David L Gally; Timothy J Dallman; Claire Jenkins
Journal:  Microb Genom       Date:  2020-02-24

7.  Association between Shiga Toxin-Producing Escherichia coli O157:H7 stx Gene Subtype and Disease Severity, England, 2009-2019.

Authors:  Lisa Byrne; Natalie Adams; Claire Jenkins
Journal:  Emerg Infect Dis       Date:  2020-10       Impact factor: 6.883

8.  The emerging importance of Shiga toxin-producing Escherichia coli other than serogroup O157 in England.

Authors:  Bhavita Vishram; Claire Jenkins; David R Greig; Gauri Godbole; Kevin Carroll; Sooria Balasegaram; Lisa Byrne
Journal:  J Med Microbiol       Date:  2021-07       Impact factor: 2.472

9.  British Escherichia coli O157 in Cattle Study (BECS): to determine the prevalence of E. coli O157 in herds with cattle destined for the food chain.

Authors:  M K Henry; S C Tongue; J Evans; C Webster; I J McKENDRICK; M Morgan; A Willett; A Reeves; R W Humphry; D L Gally; G J Gunn; M E Chase-Topping
Journal:  Epidemiol Infect       Date:  2017-09-19       Impact factor: 4.434

10.  Shiga Toxin-Producing Escherichia coli O157, England and Wales, 1983-2012.

Authors:  Natalie L Adams; Lisa Byrne; Geraldine A Smith; Richard Elson; John P Harris; Roland Salmon; Robert Smith; Sarah J O'Brien; Goutam K Adak; Claire Jenkins
Journal:  Emerg Infect Dis       Date:  2016-04       Impact factor: 6.883

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