Hester Allen’s research while affiliated with University of Oxford and other places

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Publications (35)


Example follow-up time sequence following positive and negative tests.
Flow diagram of test records included in the entity resolution phase and the resulting ECHOES cohort.
Number and proportion of positive and negative SARS-CoV-2 tests in the ECHOES cohort by earliest test date.
Description of entity resolution sub-iterations 1 to 9 used in ECHOES cohort creation.
Development of the ECHOES national dataset: a resource for monitoring post-acute and long-term COVID-19 health outcomes in England
  • Article
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March 2025

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8 Reads

Hester Allen

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Katie Hassell

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Christopher Rawlinson

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Introduction Electronic health records can be used to understand the diverse presentation of post-acute and long-term health outcomes following COVID-19 infection. In England, the UK Health Security Agency, in collaboration with the University of Oxford, has created the Evaluation of post-acute COVID-19 Health Outcomes (ECHOES) dataset to monitor how an initial SARS-CoV-2 infection episode is associated with changes in the risk of health outcomes that are recorded in routinely collected health data. Methods The ECHOES dataset is a national-level dataset combining national-level surveillance, administrative, and healthcare data. Entity resolution and data linkage methods are used to create a cohort of individuals who have tested positive and negative for SARS-CoV-2 in England throughout the COVID-19 pandemic, alongside information on a range of health outcomes, including diagnosed clinical conditions, mortality, and risk factor information. Results The dataset contains comprehensive COVID-19 testing data and demographic, socio-economic, and health-related information for 44 million individuals who tested for SARS-CoV-2 between March 2020 and April 2022, representing 15,720,286 individuals who tested positive and 42,351,016 individuals who tested negative. Discussion With the application of epidemiological and statistical methods, this dataset allows a range of clinical outcomes to be investigated, including pre-specified health conditions and mortality. Furthermore, understanding potential determinants of health outcomes can be gained, including pre-existing health conditions, acute disease characteristics, SARS-CoV-2 vaccination status, and genomic variants.

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Descriptive epidemiology of COVID-19 outcomes in England, from September 2023 to April 2024

November 2024

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14 Reads

Introduction COVID-19 disease has been associated with severe illness, hospitalisation and death, however, widespread vaccination coverage in England has resulted in reduced disease severity. From 2022, the national vaccination programme has been run twice per year, prioritising older age groups or those classified as clinically vulnerable. Here we assess the trends in COVID-19 outcomes between September 2023 and April 2024, using national-level data held by the UK Health Security Agency (UKHSA). Methods Data linkage of national-level COVID-19 episode data, NHS emergency and hospital attendance data, and death registrations were used to analyse COVID-19 outcomes. Outcomes were defined as COVID-19 associated A&E attendances, hospital admissions, severe hospitalisations, and deaths The number and rate of each COVID-19 outcome category between September 2023 and April 2024 was calculated, stratified by clinical risk status and age and sex. Results The most common COVID-19 outcomes during this time-period were A&E attendance and hospital admission, with the rates highest among those aged 75 and over. Among this age group, all outcomes disproportionately affect those who have been identified as at clinical risk and those who were immunosuppressed. High rates of A&E attendance and hospital admission were also observed among infants (under 6 months old) but were lower for more severe outcomes. Discussion Groups that were most affected by COVID-19 outcomes were currently prioritised for COVID-19 vaccination in England, which will help protect against more severe outcomes including admission to intensive care and death. Routine national levels surveillance of COVID-19 outcomes is essential to monitor populations most of severe disease and informing vaccination policy.


Description of entity resolution iterations 1.1 to 5.9 used in ECHOES cohort creation
Description of entity resolution sub iterations 1 to 9 used in ECHOES cohort creation
Evaluation of post-acute COVID-19 health outcomes (ECHOES) in England: The development of national surveillance system for long- term health outcomes following COVID-19

October 2024

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10 Reads

Introduction Electronic health records can be used to understand the diverse presentation of post-acute and long-term health outcomes following COVID-19 infection. In England, the UK Health Security Agency in collaboration with the University of Oxford have created the ECHOES dataset to monitor how an initial SARS-CoV-2 infection episode is associated with changes in the risk of health outcomes that are recorded in routinely collected health data. Methods The ECHOES dataset is as a national level dataset combining national level surveillance, administrative, and healthcare data. Entity resolution and data linkages methods are used to create a cohort of individuals who have tested positive and negative for SARS-CoV-2 in England throughout the COVID-19 pandemic, alongside information on a range of health outcomes including diagnosed clinical conditions and mortality, and risk factor information. Results The dataset contains comprehensive COVID-19 testing data and demographic, socio economic and health related information for 44 million individuals, who tested for SARS-CoV-2 between March 2020 and April 2022, representing 15,720,286 individuals who tested positive and 42,351,016 individuals who tested negative. Discussion With the application of epidemiological and statistical methods, this dataset allows a range of clinical outcomes to be investigated, including pre-specified health conditions and mortality. Furthermore, understanding of potential determinants of health outcomes can be gained, including pre-existing health conditions, acute disease characteristics, SARS-CoV-2 vaccination status and genomic variant.


Sampling details for sentinel sites
Seroprevalence of immunity to hepatitis A and hepatitis B among gay, bisexual and other men who have sex with men (GBMSM) attending sexual health clinics in London and Leeds, England, 2017-2018

June 2024

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23 Reads

Sexually Transmitted Infections

Objectives Although hepatitis A virus (HAV) and hepatitis B virus (HBV) immunisation is recommended in the UK for gay, bisexual and other men who have sex with men (GBMSM), data on immunisation coverage are limited. We aimed to determine the seroprevalence of HAV and HBV immunity among a sample of GBMSM attending sexual health services (SHS) in England. Methods Residual serum samples from HIV/syphilis testing for adult GBMSM attending eight SHS in London and one in Leeds were tested for markers of HAV immunity (HAV IgG) and HBV immunity (anti-HBs) using an unlinked anonymous approach. We estimated seroprevalence of HAV and HBV immunity overall and stratified by individuals’ characteristics, which we obtained from the Genitourinary Medicine Clinic Activity Dataset Sexually Transmitted Infection (STI) Surveillance System. We used logistic regression to calculate crude and adjusted ORs between seropositivity and demographic and clinical characteristics. Results Seroprevalence of immunity to HAV (74.5% of 2577) and HBV (77.1% of 2551) was high. In adjusted analysis, HAV IgG seroprevalence varied by clinic and WHO region of birth (global p<0.001 for each), increased with older age (ORs of 1.50 (95% CI 1.18 to 1.86), 2.91 (2.17 to 3.90) and 3.40 (2.44 to 4.75) for ages 26–35, 36–45 and >46 vs 18–25 years (global p<0.001), was higher in those with an STI in the past year (1.58 (1.25 to 2.00); p<0.001) and those who were living with HIV (1.82 (1.25 to 2.64); p<0.001). Anti-HBs seroprevalence varied by clinic (global p<0.001), increased with older age (global p<0.001) and was higher in those with an STI in the past year (1.61 (1.27 to 2.05); p<0.001). Conclusion Our findings provide a baseline seroprevalence from which to monitor serial levels of immunity to HBV and HAV in GBMSM accessing SHS. Levels of immunity for both viruses are high, noting samples were taken after recent widespread outbreaks and vaccination campaigns. High vaccine coverage in all GBMSM should be maintained to prevent further outbreaks.


Temporal changes to adult case fatality risk of COVID-19 after vaccination in England between May 2020 and February 2022: a national surveillance study

December 2023

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16 Reads

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8 Citations

Journal of the Royal Society of Medicine

Objectives Risk of death after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has fallen during the pandemic, largely due to immunity from vaccination. In England, the timing and extent of this reduction varied due to staggered eligibility during the primary vaccination campaign, based on age and clinical risk group. Duration of protection is less well understood. Our objective was to estimate the case fatality risk (CFR) by vaccination status and time since last dose during a period of widespread community testing, to better understand the impact of coronavirus disease 2019 (COVID-19) vaccination and duration of protection. Design SARS-CoV-2 cases diagnosed between May 2020 and February 2022 were linked to vaccine records from the National Immunisation Management System. CFR was calculated as the proportion of cases that died of COVID-19 per the death certificate, aggregated by week of specimen and stratified by 10-year age band and vaccination status. Setting England, UK. Participants A total of 10,616,148 SARS-CoV-2 cases, aged ≥18 years, recorded by England’s laboratory reporting system. Main outcome measures Case fatality risk of COVID-19, stratified by age band and vaccination status. Results Overall, a reduction in CFR was observed for all age bands, with a clear temporal link to when the age group became eligible for primary vaccination and then the first booster. CFR increased with age (0.3% 50–59 years; 1.2% 60–69; 4.7% 70–79; 16.3% 80+) and was highest in the unvaccinated – albeit a reduction was observed over time. The highest CFR was seen in the unvaccinated 80+ group prior to vaccination rollout (30.6%). CFR was consistently lowest in vaccinated populations within 6 months of last dose, yet increased after over 6 months elapsed since last dose, across all age bands. Conclusions COVID-19 CFR reduced after vaccination, with the lowest CFR seen across all age bands when vaccinated up to 6 months prior to specimen date. This provides some evidence for continued booster doses in older age groups.



COVID-19 infection and vaccination uptake in men and gender-diverse people who have sex with men in the UK: analyses of a large, online community cross-sectional survey (RiiSH-COVID) undertaken November–December 2021

May 2023

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46 Reads

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5 Citations

BMC Public Health

Background Men and gender-diverse people who have sex with men are disproportionately affected by health conditions associated with increased risk of severe illness due to COVID-19 infection. Methods An online cross-sectional survey of men and gender-diverse people who have sex with men in the UK recruited via social networking and dating applications from 22 November-12 December 2021. Eligible participants included self-identifying men, transgender women, or gender-diverse individuals assigned male at birth (AMAB), aged ≥ 16, who were UK residents, and self-reported having had sex with an individual AMAB in the last year. We calculated self-reported COVID-19 test-positivity, proportion reporting long COVID, and COVID-19 vaccination uptake anytime from pandemic start to survey completion (November/December 2021). Logistic regression was used to assess sociodemographic, clinical, and behavioural characteristics associated with SARS-CoV-2 (COVID-19) test positivity and complete vaccination (≥ 2 vaccine doses). Results Among 1,039 participants (88.1% white, median age 41 years [interquartile range: 31-51]), 18.6% (95% CI: 16.3%-21.1%) reported COVID-19 test positivity, 8.3% (95% CI: 6.7%-10.1%) long COVID, and 94.5% (95% CI: 93.3%-96.1%) complete COVID-19 vaccination through late 2021. In multivariable models, COVID-19 test positivity was associated with UK country of residence (aOR: 2.22 [95% CI: 1.26-3.92], England vs outside England) and employment (aOR: 1.55 [95% CI: 1.01-2.38], current employment vs not employed). Complete COVID-19 vaccination was associated with age (aOR: 1.04 [95% CI: 1.01-1.06], per increasing year), gender (aOR: 0.26 [95% CI: 0.09-0.72], gender minority vs cisgender), education (aOR: 2.11 [95% CI: 1.12-3.98], degree-level or higher vs below degree-level), employment (aOR: 2.07 [95% CI: 1.08-3.94], current employment vs not employed), relationship status (aOR: 0.50 [95% CI: 0.25-1.00], single vs in a relationship), COVID-19 infection history (aOR: 0.47 [95% CI: 0.25-0.88], test positivity or self-perceived infection vs no history), known HPV vaccination (aOR: 3.32 [95% CI: 1.43-7.75]), and low self-worth (aOR: 0.29 [95% CI: 0.15-0.54]). Conclusions In this community sample, COVID-19 vaccine uptake was high overall, though lower among younger age-groups, gender minorities, and those with poorer well-being. Efforts are needed to limit COVID-19 related exacerbation of health inequalities in groups who already experience a greater burden of poor health relative to other men who have sex with men.


Schematic descriptions of the models for the development of antimicrobial resistance in Neisseria gonorrhoeae. Panel A, single-step, panel B, multiple steps to resistance. Compartment S corresponds to susceptible; compartments I1 to Ik correspond to infected with increasingly resistant strains of N. gonorrhoeae. β is the transmission rate, ν is the rate of spontaneous recovery, τ is the rate of recovery due to treatment, μ is the probability of developing resistance (or one step of resistance for the multi-step model) upon treatment, and ϵ is the reduction of treatment efficacy for resistant strains. The function p(t) corresponds to the probability that treatment at time t includes the antibiotic of interest
Antibiotic prescriptions for Neisseria gonorrhoeae infection and proportion of resistance to different antibiotics. Prescriptions and resistance are shown with bars and circles, respectively, in heterosexual men and women (HMW) and men who have sex with men (MSM) from the Gonococcal Resistance to Antimicrobials Surveillance Programme (GRASP) (18) from 2000–2018. Triangles indicate the period during which each antibiotic was recommended as a first-line empirical treatment
Projected levels of antibiotic resistance from 2000 to 2018 (for ciprofloxacin, cefixime and azithromycin) or 2030 (for ceftriaxone). Panel A, single-step model, panel B, multi-step model in heterosexual men and women (HMW) and men who have sex with men (MSM). The lines correspond to median projections and the shaded areas to 95% prediction intervals. The 5% threshold is shown by the dotted line. Circles show the proportion of resistant isolates in the GRASP data. Triangles indicate the period during which each antibiotic has been recommended or is predicted to be recommended (ceftriaxone) as a first-line empirical treatment
Probability of ceftriaxone resistance and observed and modelled MIC drift. (A) Projected probability that ceftriaxone resistance will reach 5% over the period 2000–2030 in heterosexual men and women (HMW) and men who have sex with men (MSM), according to the single-step or the multi-step model. (B) MIC data for ceftriaxone from the Gonococcal Resistance to Antimicrobials Surveillance Programme (GRASP) (18) over 2000–2018. (C) Fit of the multi-step model to MIC data for ceftriaxone. The lines correspond to median projection and the shaded areas to 95% prediction intervals. Circles correspond to GRASP MIC data
Projecting the development of antimicrobial resistance in Neisseria gonorrhoeae from antimicrobial surveillance data: a mathematical modelling study

April 2023

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139 Reads

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16 Citations

BMC Infectious Diseases

Background The World Health Organization recommends changing the first-line antimicrobial treatment for gonorrhoea when ≥ 5% of Neisseria gonorrhoeae cases fail treatment or are resistant. Susceptibility to ceftriaxone, the last remaining treatment option has been decreasing in many countries. We used antimicrobial resistance surveillance data and developed mathematical models to project the time to reach the 5% threshold for resistance to first-line antimicrobials used for N. gonorrhoeae. Methods We used data from the Gonococcal Resistance to Antimicrobials Surveillance Programme (GRASP) in England and Wales from 2000–2018 about minimum inhibitory concentrations (MIC) for ciprofloxacin, azithromycin, cefixime and ceftriaxone and antimicrobial treatment in two groups, heterosexual men and women (HMW) and men who have sex with men (MSM). We developed two susceptible-infected-susceptible models to fit these data and produce projections of the proportion of resistance until 2030. The single-step model represents the situation in which a single mutation results in antimicrobial resistance. In the multi-step model, the sequential accumulation of resistance mutations is reflected by changes in the MIC distribution. Results The single-step model described resistance to ciprofloxacin well. Both single-step and multi-step models could describe azithromycin and cefixime resistance, with projected resistance levels higher with the multi-step than the single step model. For ceftriaxone, with very few observed cases of full resistance, the multi-step model was needed to describe long-term dynamics of resistance. Extrapolating from the observed upward drift in MIC values, the multi-step model projected ≥ 5% resistance to ceftriaxone could be reached by 2030, based on treatment pressure alone. Ceftriaxone resistance was projected to rise to 13.2% (95% credible interval [CrI]: 0.7–44.8%) among HMW and 19.6% (95%CrI: 2.6–54.4%) among MSM by 2030. Conclusions New first-line antimicrobials for gonorrhoea treatment are needed. In the meantime, public health authorities should strengthen surveillance for AMR in N. gonorrhoeae and implement strategies for continued antimicrobial stewardship. Our models show the utility of long-term representative surveillance of gonococcal antimicrobial susceptibility data and can be adapted for use in, and for comparison with, other countries.


Transmission to named contacts: adjusted odds ratios for selected variables* from multivariable analyses (x-axis limited to 2), 05 to 11 December 2021, England. *with additional adjustment for variant, exposer vaccination status, contact vaccination status, interaction of variant with exposer vaccination status, interaction of variant with contact vaccination status, whether contact completed contact tracing, exposer IMD quintile, date of exposure. Missing values omitted for all categories.
Household clustering for selected variables from multivariable analyses: adjusted odds ratios, 5 to 11 December 2021, England*. *The full adjusted model includes adjustment for variant (Omicron and Delta), sex, age group, ethnicity, IMD, household type, earliest specimen date, region, vaccination status, number of household contacts, symptomatic status.
Adjusteda secondary attack rates and adjusted risk ratios of transmission to named contacts from Omicron compared to Delta cases in household (1A) and non-household (1B) settings
Risk of household clustering for Omicron and Delta by vaccination status of the index case
Comparative transmission of SARS-CoV-2 Omicron (B.1.1.529) and Delta (B.1.617.2) variants and the impact of vaccination: national cohort study, England

March 2023

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73 Reads

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59 Citations

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Omicron variant (B.1.1.529) rapidly replaced Delta (B.1.617.2) to become dominant in England. Our study assessed differences in transmission between Omicron and Delta using two independent data sources and methods. Omicron and Delta cases were identified through genomic sequencing, genotyping and S-gene target failure in England from 5–11 December 2021. Secondary attack rates for named contacts were calculated in household and non-household settings using contact tracing data, while household clustering was identified using national surveillance data. Logistic regression models were applied to control for factors associated with transmission for both methods. For contact tracing data, higher secondary attack rates for Omicron vs. Delta were identified in households (15.0% vs. 10.8%) and non-households (8.2% vs. 3.7%). For both variants, in household settings, onward transmission was reduced from cases and named contacts who had three doses of vaccine compared to two, but this effect was less pronounced for Omicron (adjusted risk ratio, aRR 0.78 and 0.88) than Delta (aRR 0.62 and 0.68). In non-household settings, a similar reduction was observed only in contacts who had three doses vs. two doses for both Delta (aRR 0.51) and Omicron (aRR 0.76). For national surveillance data, the risk of household clustering, was increased 3.5-fold for Omicron compared to Delta (aRR 3.54 (3.29–3.81)). Our study identified increased risk of onward transmission of Omicron, consistent with its successful global displacement of Delta. We identified a reduced effectiveness of vaccination in lowering risk of transmission, a likely contributor for the rapid propagation of Omicron.



Citations (23)


... Odds ratios and mortality rate analyses indicate declining health among vaccinated Figure 3 shows that while mortality not involving COVID-19 decreased among unvaccinated compared to the first observation month, it was high among vaccinated [4]. The results reflect mortality rates in Figure 1B, which were almost Overlapping 95% CIs July 21 in Figure 2A appears inconsistent with significant OR (95% CI) for the same month in Figure 2B, but the issue is discussed by Knol, Pestman and Grobbee. ...

Reference:

Mortality involving and not involving COVID-19 among vaccinated vs. unvaccinated in England between Apr 21 and May 23
Temporal changes to adult case fatality risk of COVID-19 after vaccination in England between May 2020 and February 2022: a national surveillance study
  • Citing Article
  • December 2023

Journal of the Royal Society of Medicine

... UKHSA also stopped reporting deaths within 28 days of a positive PCR test in July 2023 (23). The UKHSA have assessed the comparability of death registrations with this metric and found that in the second half of 2022 about 40% of deaths within 28 days of a positive test where registered deaths involving COVID-19 and 30% being caused by COVID-19 (24). As with testing, we estimated projections of registered deaths as well as registered deaths within 28 days of a test in November 2023 and provide these results. ...

Comparison of two COVID-19 mortality measures used during the pandemic response in England

International Journal of Epidemiology

... Three studies were conducted in Europe. [38][39][40] Two studies in North America, 41,42 two studies 43,44 in Africa and one study 45 was conducted in Asia. Four studies 38,40,41,45 recruited people living with HIV from pre-existing HIV surveillance cohorts. ...

COVID-19 infection and vaccination uptake in men and gender-diverse people who have sex with men in the UK: analyses of a large, online community cross-sectional survey (RiiSH-COVID) undertaken November–December 2021

BMC Public Health

... Other contributing mutations include those in ponA, such as the L421P substitution in penicillin-binding protein 1, which reduces binding affinity for β-lactams, and penC, a locus associated with decreased antibiotic susceptibility, although its specific role remains less well-defined. When multiple resistance determinants -mosaic penA, penB, mtrR, and ponA -coexist, they can confer clinically significant elevations in ceftriaxone MICs [15,17]. A large-scale genomic analysis of over 12,000 global isolates confirmed that mosaic penA alleles are the primary drivers of reduced ceftriaxone susceptibility, while non-penA mutations such as mtrR and penB contribute additively but are not sufficient alone to confer resistance [18]. ...

Projecting the development of antimicrobial resistance in Neisseria gonorrhoeae from antimicrobial surveillance data: a mathematical modelling study

BMC Infectious Diseases

... Vaccination reduced transmission, but the effect was weaker for Omicron. National data also showed a 3.5-fold higher risk of household clustering for Omicron, suggesting Omicron's higher transmissibility and reduced vaccine effectiveness in reducing the risk of onward transmission contributing to its rapid spread [1]. ...

Comparative transmission of SARS-CoV-2 Omicron (B.1.1.529) and Delta (B.1.617.2) variants and the impact of vaccination: national cohort study, England

... Research suggests that the proportion of deaths within 28 days of a positive COVID-19 test which have COVID-19 listed as a factor on the official death certificate declined over as the pandemic progressed into 2022. 27 However, it remains a good proxy for death from COVID-19 where these data are not available. ...

Comparison of Two COVID-19 Mortality Measures Used in the Pandemic Response in England
  • Citing Article
  • January 2023

SSRN Electronic Journal

... 9 During the first year of the pandemic, an estimated 25 children died from covid-19 in the UK (equivalent to two deaths per million), 19 of whom had underlying serious or life limiting health conditions. 7 More recent data from the UK confirm that risk of death from covid-19 remains very low for young people, particularly children aged under 12. 10 Rates of the multisystem inflammatory syndrome in children (a very rare but serious complication of covid-19) 11 have also decreased in subsequent waves. 12 Worryingly high numbers of infant deaths from covid-19 have been reported recently in low and middle income countries such as Brazil. ...

COVID-19 Deaths in Children and Young People: Active Prospective National Surveillance, March 2020 to December 2021, England
  • Citing Article
  • January 2022

SSRN Electronic Journal

... , caused by the SARS-CoV-2 virus, has evolved since its emergence, causing waves of infection and severe disease (1)(2)(3). COVID-19 vaccination has been shown to provide protection against hospitalisation and other severe outcomes throughout the changing disease profile of COVID-19 (4)(5)(6). A primary course of COVID-19 vaccine was initially rolled out to all adults in England in June 2021, followed by a booster dose launched in November 2021 (7). ...

Assessment of mortality and hospital admissions associated with confirmed infection with SARS-CoV-2 Alpha variant: a matched cohort and time-to-event analysis, England, October to December 2020

European Communicable Disease Bulletin

... Studies using data from surveillance systems of AMR gonorrhoea in the US, 4,5,[9][10][11] England and Wales, [12][13][14][15][16] and other European countries [17][18][19][20][21][22] have demonstrated that specific individual-level characteristics such as age, sexual orientation, geographic location, and the anatomical site of infection, are associated with the risk of AMR gonococcal infection. These risk factors are helpful to identify individuals at risk of AMR gonococcal infection. ...

Is there an association between previous infection with Neisseria gonorrhoeae and gonococcal AMR? A cross-sectional analysis of national and sentinel surveillance data in England, 2015–2019
  • Citing Article
  • March 2022

Sexually Transmitted Infections

... The transition to the Omicron variant corresponds to the last viral load wave reported in this study. Despite the high vaccination rate in A Coruña (above 90%), the higher transmission rate of Omicron compared to Delta (Allen et al. 2022;Kumar et al. 2022) and its immune escape ability (Zhang et al. 2021) probably explain a larger viral load in the wastewater, in contrast to the low rate of hospitalized people (data not shown), which indicates the benefit of vaccines. Omicron continues to accumulate mutations, emerging several lineages which have rapidly spread globally during 2022 (Parums 2022). ...

Comparative transmission of SARS-CoV-2 Omicron (B.1.1.529) and Delta (B.1.617.2) variants and the impact of vaccination: national cohort study, England