Thomas Bénet’s research while affiliated with Santé Publique France and other places

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Publications (132)


Épidémie de rougeole dans un collège d'Auvergne-Rhône-Alpes avec une couverture vaccinale élevée, 2023
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June 2024

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1 Read

Médecine et Maladies Infectieuses Formation

E. Fougère

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A. Thabuis

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N. Ragozin

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C. Saura

Usefulness of ecological mobility and socio-economic indicators in SARS-CoV-2 infection modelling: a French case study
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  • File available

May 2024

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16 Reads

Introduction Following its emergence in January 2020, SARS-CoV-2 diffusion occurred for a year with only non-pharmaceutical interventions (NPIs) available as mitigation tools. We aimed to assess the predictive capability of census-based indicators on the infection risk by SARS-CoV-2 in the French Auvergne-Rhône-Alpes region to assist NPIs allocation at the neighbourhood level. Methods We aggregated all counts of biologically confirmed cases of SARS-CoV-2 infection at the neighbourhood level between May 2020 and February 2021. 10 census-based ecological covariates were evaluated as predictors of case incidence using a Poisson regression with conditional autoregressive (CAR) spatial effects. Benefits of CAR effects and covariates on model fit were evaluated using pseudo-R² and Moran’s I statistics. Results 438,992 infection cases over 5,410 neighbourhoods among 7,917,997 inhabitants were analysed. The association between covariates and case incidence was inconstant across time and space. Spatial correlation was estimated at high levels. Spatial CAR effects were necessary to improve on the pseudo-R ² and the Moran’s I statistics compared to the null model (intercept only). Conclusion The ecological covariates assessed were insufficient to adequately model the distribution of cases at the neighbourhood level. Excess incidence was found mainly in metropolitan areas before the epidemic wave peak.

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Stronger Impact of COVID-19 in Nursing Homes of a French Region During the Second Pandemic Wave

April 2023

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13 Reads

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1 Citation

Journal of the American Medical Directors Association

Objectives: Quantify the effects of characteristics of nursing homes and their surroundings on the spread of COVID-19 outbreaks and assess the changes in resident protection between the first 2 waves (March 1 to July 31 and August 1 to December 31, 2020). Design: An observational study was carried out on data on COVID-19 outbreaks extracted from a database that monitored the spread of the virus in nursing homes. Setting and participants: The study concerned all 937 nursing homes with >10 beds in Auvergne-Rhône-Alpes region, France. Methods: The rate of nursing homes with at least 1 outbreak and the cumulative number of deaths were modeled for each wave. Results: During the second (vs the first wave), the proportion of nursing homes that reported at least 1 outbreak was higher (70% vs 56%) and the cumulative number of deaths more than twofold (3348 vs 1590). The outbreak rate was significantly lower in public hospital-associated nursing homes than in private for-profit ones. During the second wave, it was lower in public and private not-for-profit nursing homes than in private for-profit ones. During the first wave, the probability of outbreak and the mean number of deaths increased with the number of beds (P < .001). During the second wave, the probability of outbreak remained stable in >80-bed institutions and, under proportionality assumption, the mean number of deaths was less than expected in >100-bed institutions. The outbreak rate and the cumulative number of deaths increased significantly with the increase in the incidence of hospitalization for COVID-19 in the surrounding populations. Conclusions and implications: The outbreak in the nursing homes was stronger during the second than the first wave despite better preparedness and higher availabilities of tests and protective equipment. Solutions for insufficient staffing, inadequate rooming, and suboptimal functioning should be found before future epidemics.


Effect of influenza vaccination among healthcare workers on hospital-acquired influenza in short-stay hospitalized patients: A multicenter pilot study in France

April 2022

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20 Reads

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4 Citations

Infection Control and Hospital Epidemiology

Background Exposure to infected healthcare workers (HCWs) is a source of hospital-acquired (HA) influenza. We estimated the risk of HA influenza for hospitalized patients by rate of influenza vaccine coverage (IVC) of HCWs. Methods A case–case negative control study nested in a prospective cohort was conducted in 2 French university hospitals during 2 influenza seasons. Each inpatient with influenza-like illness (ILI) provided a nasal swab sample that was systematically analyzed for influenza virus by polymerase chain reaction (PCR) testing. An HA influenza case was a patient with a virological confirmation of influenza with onset of symptoms ≥72 hours after admission to the ward. The IVC rate of HCWs in each participating ward was calculated from the data provided by the occupational health departments. A mixed-effect logistic regression was performed with adjustments on patient sex, age, the presence of a potential source of influenza on the ward in the 5 days prior to the start of the ILI, type of ward and influenza season. Results The overall HA influenza attack rate was 1.9 per 1,000 hospitalized patients. In total, 24 confirmed HA influenza cases and 141 controls were included. The crude odds ratio (OR) of HA influenza decreased from 0.52 (95% confidence interval [CI], 0.21–1.29) to 0.14 (95% CI, 0.03–0.63) when the IVC of HCWs increased from 20% to 40%. After adjustment, IVC ≥40% was associated with a risk reduction of HA influenza (aOR, 0.07; 95% CI, 0.01–0.78). Conclusions Considering a limited sample size, influenza vaccination of HCWs is highly suggestive of HA flu prevention among hospitalized patients. Trial Registration: clinicaltrials.gov identifier: NCT02198638.


Locations of the nursing homes of Auvergne-Rhône-Alpes Region, France, March 1–July 31, 2020
Black and white circles indicate, respectively, the nursing homes with and without COVID-19 outbreaks.
Curve of cumulative probabilities of COVID-19 outbreak in the nursing homes of Département Ain, Auvergne-Rhône-Alpes Region, France, March 1–June 31, 2020
T1: delay to acceleration of the probability increase. T2: delay to the peak of outbreak probability. T3: delay to deceleration of the probability decrease, expressed in days since March 1, 2020.
Modelled curves of daily outbreak probabilities of COVID-19 in the nursing homes of each Département (solid line) and daily hospitalization probabilities in each Département population (dotted line) according to the time elapsed since March 1, 2020, France
The curves are ranked in an increasing order of height of the peaks of outbreak probabilities in nursing homes. The left-hand y-axis corresponds to the daily probability of outbreak. The right-hand y-axis corresponds to the daily hospitalization probability per 100,000 inhabitants.
Correlation between Département ranks according to the outbreak probability peak in nursing homes and Département ranks according to the hospitalization probability peak in the population in the Auvergne-Rhône-Alpes Region, France, March 1–July 31, 2020
COVID-19 cumulative outbreaks in nursing homes and cumulative incidence of inhabitant hospitalizations for COVID-19 in the Départements of Auvergne-Rhône-Alpes Region, France, March 1–July 31, 2020

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COVID-19 outbreaks in nursing homes: A strong link with the coronavirus spread in the surrounding population, France, March to July 2020

January 2022

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41 Reads

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9 Citations

Background Worldwide, COVID-19 outbreaks in nursing homes have often been sudden and massive. The study investigated the role SARS-CoV-2 virus spread in nearby population plays in introducing the disease in nursing homes. Material and methods This was carried out through modelling the occurrences of first cases in each of 943 nursing homes of Auvergne-Rhône-Alpes French Region over the first epidemic wave (March-July, 2020). The cumulative probabilities of COVID-19 outbreak in the nursing homes and those of hospitalization for the disease in the population were modelled in each of the twelve Départements of the Region over period March-July 2020. This allowed estimating the duration of the active outbreak period, the dates and heights of the peaks of outbreak probabilities in nursing homes, and the dates and heights of the peaks of hospitalization probabilities in the population. Spearman coefficient estimated the correlation between the two peak series. Results The cumulative proportion of nursing homes with COVID-19 outbreaks was 52% (490/943; range: 22–70% acc. Département). The active outbreak period in the nursing homes lasted 11 to 21 days (acc. Département) and ended before lockdown end. Spearman correlation between outbreak probability peaks in nursing homes and hospitalization probability peaks in the population (surrogate of the incidence peaks) was estimated at 0.71 (95% CI: [0.66; 0.78]). Conclusion The modelling highlighted a strong correlation between the outbreak in nursing homes and the external pressure of the disease. It indicated that avoiding disease outbreaks in nursing homes requires a tight control of virus spread in the surrounding populations.


Figure 2 Evolution of 7-day rolling rate of hospital admissions for COVID-19 by group of metropolitan areas, France, 27 June-15 November 2020 (n = 3 groups of metropolitan areas)
Early assessment of the impact of mitigation measures to control COVID-19 in 22 French metropolitan areas, October to November 2020

December 2020

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105 Reads

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23 Citations

European Communicable Disease Bulletin

In France, measures including curfew and lockdown were implemented to control the COVID-19 pandemic second wave in 2020. This study descriptively assesses their possible effects, also relative to their timing. A considerable decrease in incidence of COVID-19 cases and hospital admissions was observed 7 to 10 days after mitigation measures were put in place, occurring earlier in metropolitan areas which had implemented these first. This temporal coincidence suggests the measures’ positive impact, consistent with international experiences.


Characteristics of patients with influenza like illness at Edouard Herriot University Hospital, Lyon (2004−2017)
Comparison of hospital-acquired and community-acquired influenza cases
Incidence of hospital-acquired influenza in adults: A prospective surveillance study from 2004 to 2017 in a French tertiary care hospital

December 2020

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36 Reads

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8 Citations

American Journal of Infection Control

Background Hospital-acquired influenza potentially leads to significant morbidity and mortality in already vulnerable patients, but its overall burden is not fully understood. We undertook this study to estimate the incidence and trends of hospital-acquired laboratory-confirmed influenza among adults, and to compare clinical characteristics between hospital-acquired and community-acquired influenza cases. Methods This was a prospective surveillance study over 11 years of adults with influenza-like-illness (ILI) hospitalized in surgery, medicine and geriatric wards in a tertiary acute-care hospital in Lyon, France. Nasal swabs were systematically collected from those with ILI and tested for influenza by reverse transcriptase-polymerase chain reaction at the national influenza reference laboratory (Lyon, France). Results Influenza was laboratory confirmed at a rate of 1 in 13 patients who developed ILI during their hospitalization. Having an underlying disease was an important characteristic of hospital-acquired ILI cases. Cardiovascular disease was the most frequent underlying condition in both influenza-positive and influenza-negative patients. Complications were more frequent for influenza-positive than influenza-negative patients. The influenza incidence rate was highest in the geriatric ward and increased over the study period. Conclusions Hospital-acquired influenza poses a significant risk to already vulnerable patients. Longitudinal surveillance data are essential to support better recognition and monitoring of viral infections in hospitals.


Figure 1. Flow-chart of study enrollment in the Asymptomatic Flu Project (AFP) cohort. Abbreviations: HCW, healthcare workers; LCI, laboratory confirmed influenza; PCR+, polymerase chain reaction positive.
Characteristics of Healthcare Workers With Confirmed Influenza, the Asymptomatic Flu Project (AFP) Cohort, N = 62
Incidence of Asymptomatic and Symptomatic Influenza Among Healthcare Workers: A Multicenter Prospective Cohort Study

August 2020

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96 Reads

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17 Citations

Clinical Infectious Diseases

Background: Influenza is an important cause of viral hospital-acquired infection involving patients, healthcare workers (HCW), and visitors. The frequency of asymptomatic influenza among HCW with possible subsequent transmission is poorly described. The objective is to determine the cumulative incidence of asymptomatic, pauci-symptomatic and symptomatic influenza among HCW. Method: A multicenter prospective cohort study was done in 5 French university hospitals, including 289 HCW during the 2016-2017 influenza season. HCW had 3 physical examinations (Time [T] 0, before epidemic onset; T.1, before epidemic peak; T.2, T.3 after epidemic peak). A blood sample was taken each time for influenza serology and a nasal swab was collected at T1 and T2 for influenza detection by PCR. Positive influenza was defined as either a positive influenza PCR, and/or virus-specific seroconversion against influenza A, the only circulating virus, with no vaccination record during follow-up. Symptoms were self-reported daily between T1 and T2. Cumulative incidence of influenza was stratified by clinical presentation per 100 HCW. Findings: Of the 289 HCW included, 278 (96%) completed the entire follow-up. Overall, 62 HCW had evidence of influenza of whom 46·8% were asymptomatic, 41·9% were pauci-symptomatic, and 11·3% were symptomatic. Cumulative influenza incidence was 22·3% (95%CI:17·4%-27·2%). Cumulative incidence of asymptomatic influenza was 5·8% (95%CI: 3·3%-9·2%), 13·7% (95%CI:9·9%-18·2%) for pauci-symptomatic influenza, and 2·9% (95%CI:1·3%-5·5%) for symptomatic influenza. Interpretation: Asymptomatic and pauci-symptomatic influenza were frequent among HCW, representing 47% and 42% of the influenza burden respectively. These findings highlight the importance of systematic implementation of infection control measures among HCW regardless of respiratory symptoms from preventing nosocomial transmission of influenza. Trial registration: clinicaltrials.gov identifier: NCT02868658.


Citations (65)


... These heterogeneous policies have underscored the complexity of managing outbreaks in educational settings, particularly given the significant social and developmental consequences of school disruptions 4,5 . France offers a unique case study of evolving school policies during the pandemic, transitioning from class closures to reactive screening strategies 6 and later exploring systematic approaches 7 . ...

Reference:

Proactive vs. reactive COVID-19 screening in schools: lessons from experimental protocols in France during the Delta and Omicron waves
Évaluation d'une campagne de dépistages itératifs hebdomadaires du SARS-CoV-2 en écoles maternelles et élémentaires : une étude prospective multicentrique
  • Citing Article
  • May 2023

Médecine et Maladies Infectieuses Formation

... The organizational factors that consistently emerged and were supported by a substantial body of evidence with relation to outbreak include staffing levels [26,28,34,48,56,59,70,72,76,79,80,82,84,91,92,94,97,99,106,113], star/subset domains ratings [59,63,69,71,74,76,79,82,83,88,89,94,99,106,111,113], LTCFs with a higher proportion of racial and ethnic minorities [67,70,73,77,81,83,84,89,94,95,99,101,105,106,109], type of ownership (for-profit facilities) [6,24,26,30,37,57,63,72,79,82,84,89,97,113], LTCFs with higher Medicaid-insured residents [71][72][73]91,94,95,97], presence of infected staff [36,42,47,54,56,89,113], quality performance [31,34,43,71,106], and chain membership status [21,30,70,97]. Table S5 contains details about the organizational factors associated with COVID-19 outbreaks in LTCFs. ...

Stronger Impact of COVID-19 in Nursing Homes of a French Region During the Second Pandemic Wave
  • Citing Article
  • April 2023

Journal of the American Medical Directors Association

... Eine hohe Influenza-Impfquote bei medizinischem Personal hat das Potenzial, diese Herausforderungen zu reduzieren und die Mitarbeitenden selbst zu schützen [13,14]. ...

Effect of influenza vaccination among healthcare workers on hospital-acquired influenza in short-stay hospitalized patients: A multicenter pilot study in France
  • Citing Article
  • April 2022

Infection Control and Hospital Epidemiology

... In the United States alone, more than 2 million documented cases have resulted in more than 160,000 deaths among residents and nearly 3,000 deaths among staff in LTCFs (1,2). A similar situation has been observed in other parts of the world (3), including South America (4), Canada (5), the European Union (6)(7)(8)(9), England (10), China (11), and Australia (12). The combination of vulnerable populations, staff shortages due to sickness leave, insufficient resources for rapid and accurate testing, and lack of personal protective equipment has created a situation referred to as the "perfect storm" (13). ...

COVID-19 outbreaks in nursing homes: A strong link with the coronavirus spread in the surrounding population, France, March to July 2020

... There are studies reporting similar mortality rates between HAI and CAI cases (7,22). However, these studies did not adjust for possible confounders when comparing HAI and CAI cases. ...

Incidence of hospital-acquired influenza in adults: A prospective surveillance study from 2004 to 2017 in a French tertiary care hospital

American Journal of Infection Control

... To view a copy of this licence, visit http://creativecommons. org/licenses/by/4.0/. It has been demonstrated that NPIs have contributed to reducing the transmission of SARS-CoV-2 [49][50][51][52], and the hospitalisation rate of children with ARI has decreased substantially [53][54][55]. After restrictions, especially confinement, were lifted, we observed a gradual resurgence of RSV and PIV3 infections. ...

Early assessment of the impact of mitigation measures to control COVID-19 in 22 French metropolitan areas, October to November 2020

European Communicable Disease Bulletin

... Influenza infection may lead to increased absenteeism, presenteeism and the disruption of medical services [14,15]. Moreover, the influenza infection of healthcare workers may induce nosocomial infections in patients, which could cause severe complications [16,17]. ...

Incidence of Asymptomatic and Symptomatic Influenza Among Healthcare Workers: A Multicenter Prospective Cohort Study

Clinical Infectious Diseases

... Automated surveillance for SSI has been shown by numerous publications to be feasible, reliable, highly sensitive, and successful in reducing workload [15][16][17][18][19][20][21][22][23][24][25][26][27][28]. However, scientific literature with detailed descriptions of existing AS systems that specifically focuses on SSI is scarce. ...

How to save time in surveillance without losing quality: comparison of two methods of surgical site infection surveillance in orthopaedic prosthetics in a French university hospital
  • Citing Article
  • July 2020

Journal of Infection Preventions

... The pooled SAR (31.9%) for the other community settings, which did not have sufficient data to stratify further, was also high. The study-level SARs in this category were the highest for an indoor team meeting (40.0%) [38], a stay in a ski resort cabin (73.3%) [28], and a scientific meeting in a hotel (84.6%) [32]. Two of these outbreaks [28,32] occurred early in the pandemic (January to February 2020) when no control measures were in place, and 1 occurred in the fall of 2020, even with participants sitting 1.8 meters (6 feet) apart and wearing cloth masks at all times [38]. ...

Cluster of coronavirus disease 2019 (Covid-19) in the French Alps, 2020

Clinical Infectious Diseases

... 7 In 2012, the Australian Defence Force (ADF) identified increasing the numbers of women serving as a priority. 8 Recent survey data have shown an increase in the proportion of the workforce that is female, from 11.8% in 1991 to 18.1% in 2019. 9 The growing female representation in the ADF, and other defence forces worldwide, necessitates a focus on areas of health where men and women differ, such as pelvic health, to ensure appropriate prevention strategies and healthcare are provided. ...

Association of Characteristics of Tampon Use with Menstrual Toxic Shock Syndrome in France
  • Citing Article
  • January 2020

SSRN Electronic Journal