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2.
Theor Biol Med Model ; 16(1): 16, 2019 10 07.
Article in English | MEDLINE | ID: mdl-31587665

ABSTRACT

BACKGROUND: Severe Acute Respiratory Syndrome (SARS) and Middle East Respiratory Syndrome (MERS) are two coronaviruses with demonstrated potential to generate significant nosocomial outbreaks. In particular, MERS continues to pose a significant threat in the Middle East since 2012. Currently, no licensed vaccine or drug treatment is available to treat patients infected with either coronavirus. However, there are some MERS vaccines in the preclinical stage of development. We sought to evaluate the potential impact of targeted vaccination strategies for mitigating SARS and MERS outbreaks in healthcare settings using simple mathematical models and detailed historic transmission trees describing the progression of past nosocomial outbreaks of SARS and MERS. RESULTS: Our findings suggest that vaccination strategies targeting patients and healthcare workers, which have been disproportionately affected during past outbreaks, and assuming two vaccination coverage levels at 50 and 75% have the potential to avert nearly 50% or more of MERS or SARS cases. CONCLUSION: Our modeling results informed by historic outbreak data for SARS and MERS suggest that vaccination strategies targeting patients could be an effective measure to mitigate and prevent outbreaks in the healthcare setting.


Subject(s)
Coronavirus Infections/immunology , Delivery of Health Care , Disease Outbreaks/prevention & control , Middle East Respiratory Syndrome Coronavirus/immunology , Severe Acute Respiratory Syndrome/immunology , Severe acute respiratory syndrome-related coronavirus/immunology , Vaccination , Coronavirus Infections/epidemiology , Coronavirus Infections/virology , Health Personnel , Humans , Severe Acute Respiratory Syndrome/epidemiology , Severe Acute Respiratory Syndrome/virology
3.
Am J Infect Control ; 46(8): 930-935, 2018 08.
Article in English | MEDLINE | ID: mdl-30072161

ABSTRACT

INTRODUCTION: Although direct human observation of hand hygiene (HH) is considered the gold standard for measuring HH compliance, its accuracy is challenged by the Hawthorne effect. OBJECTIVES: To compare HH compliance using both overt and covert methods of direct observation in different professional categories, hospital settings, and HH indications. METHODS: A cross-sectional study was conducted in 28 units at King Abdulaziz Medical City, Riyadh, Saudi Arabia, between October 2012 and July 2013. Compliance was defined as performing handrubbing or handwashing during 1 of the World Health Organization 5 Moments for HH indications (ie, opportunities). Overt observation was done by infection preventionists (IPs) who were doing their routine HH observation. Covert observation was done by unrecognized temporarily hired professionally trained observers. RESULTS: A total of 15,883 opportunities were observed using overt observation and 7,040 opportunities were observed using covert observation. Overall HH compliance was 87.1% versus 44.9% using overt/covert observations, respectively (risk ratio, 1.94; P < .001). The significant overestimation was seen across all professional categories, hospital settings, and HH indications. CONCLUSION: There is a considerable difference in HH compliance being observed overtly and covertly in all categories. More work is required to improve the methodology of direct observation to minimize the influence of the Hawthorne effect.


Subject(s)
Guideline Adherence , Hand Hygiene/methods , Observation/methods , Cross-Sectional Studies , Effect Modifier, Epidemiologic , Humans , Saudi Arabia , Tertiary Care Centers
4.
Sci Rep ; 7(1): 5829, 2017 07 19.
Article in English | MEDLINE | ID: mdl-28724972

ABSTRACT

Following the 2013-14 outbreak in French Polynesia, the Zika virus (ZIKV) epidemic spread widely to many countries where Aedes Aegypti as the main transmitting vector is endemic. The lack of a second wave of ZIKV infection in most affected regions may suggest that a sufficiently high level of herd immunity was reached during the first wave. We developed an agent-based transmission model to investigate the role of asymptomatic infection on the likelihood of observing a second wave, while accounting for its relative transmissibility. We found that, as the relative transmissibility of asymptomatic infection increases, a second wave is more likely to occur, despite an increase in the attack rate during the first wave. When the reproduction number varies between 1.9 and 2.8 based on estimates for Antioquia, Colombia, the attack rate varies between 4% and 26% for a low (below 10%) effectiveness of interventions in blunting the ZIKV transmission from symptomatic cases to mosquitoes. Moreover, the fraction of cases due to sexual transmission is estimated below 4% of the cumulative incidence. Our analyses underscore the need to quantify the transmissibility of asymptomatic infections, without which the overall attack rates and the level of herd immunity cannot be accurately estimated.


Subject(s)
Zika Virus Infection/transmission , Zika Virus Infection/virology , Zika Virus/pathogenicity , Aedes/virology , Animals , Basic Reproduction Number , Humans , Incidence , Mosquito Vectors/virology , Probability , Zika Virus Infection/epidemiology
5.
Emerg Infect Dis ; 23(4): 682-685, 2017 04.
Article in English | MEDLINE | ID: mdl-28322710

ABSTRACT

Saudi Arabia has reported >80% of the Middle East respiratory syndrome coronavirus (MERS-CoV) cases worldwide. During April 2015-February 2016, Saudi Arabia identified and tested 57,363 persons (18.4/10,000 residents) with suspected MERS-CoV infection; 384 (0.7%) tested positive. Robust, extensive, and timely surveillance is critical for limiting virus transmission.


Subject(s)
Coronavirus Infections/epidemiology , Coronavirus Infections/virology , Middle East Respiratory Syndrome Coronavirus/isolation & purification , Adolescent , Adult , Aged , Child , Child, Preschool , Female , Humans , Male , Middle Aged , Population Surveillance , Saudi Arabia/epidemiology , Young Adult
6.
BMC Med ; 13: 210, 2015 Sep 03.
Article in English | MEDLINE | ID: mdl-26336062

ABSTRACT

BACKGROUND: The Middle East respiratory syndrome (MERS) coronavirus has caused recurrent outbreaks in the Arabian Peninsula since 2012. Although MERS has low overall human-to-human transmission potential, there is occasional amplification in the healthcare setting, a pattern reminiscent of the dynamics of the severe acute respiratory syndrome (SARS) outbreaks in 2003. Here we provide a head-to-head comparison of exposure patterns and transmission dynamics of large hospital clusters of MERS and SARS, including the most recent South Korean outbreak of MERS in 2015. METHODS: To assess the unexpected nature of the recent South Korean nosocomial outbreak of MERS and estimate the probability of future large hospital clusters, we compared exposure and transmission patterns for previously reported hospital clusters of MERS and SARS, based on individual-level data and transmission tree information. We carried out simulations of nosocomial outbreaks of MERS and SARS using branching process models rooted in transmission tree data, and inferred the probability and characteristics of large outbreaks. RESULTS: A significant fraction of MERS cases were linked to the healthcare setting, ranging from 43.5 % for the nosocomial outbreak in Jeddah, Saudi Arabia, in 2014 to 100 % for both the outbreak in Al-Hasa, Saudi Arabia, in 2013 and the outbreak in South Korea in 2015. Both MERS and SARS nosocomial outbreaks are characterized by early nosocomial super-spreading events, with the reproduction number dropping below 1 within three to five disease generations. There was a systematic difference in the exposure patterns of MERS and SARS: a majority of MERS cases occurred among patients who sought care in the same facilities as the index case, whereas there was a greater concentration of SARS cases among healthcare workers throughout the outbreak. Exposure patterns differed slightly by disease generation, however, especially for SARS. Moreover, the distributions of secondary cases per single primary case varied highly across individual hospital outbreaks (Kruskal-Wallis test; P < 0.0001), with significantly higher transmission heterogeneity in the distribution of secondary cases for MERS than SARS. Simulations indicate a 2-fold higher probability of occurrence of large outbreaks (>100 cases) for SARS than MERS (2 % versus 1 %); however, owing to higher transmission heterogeneity, the largest outbreaks of MERS are characterized by sharper incidence peaks. The probability of occurrence of MERS outbreaks larger than the South Korean cluster (n = 186) is of the order of 1 %. CONCLUSIONS: Our study suggests that the South Korean outbreak followed a similar progression to previously described hospital clusters involving coronaviruses, with early super-spreading events generating a disproportionately large number of secondary infections, and the transmission potential diminishing greatly in subsequent generations. Differences in relative exposure patterns and transmission heterogeneity of MERS and SARS could point to changes in hospital practices since 2003 or differences in transmission mechanisms of these coronaviruses.


Subject(s)
Coronavirus Infections/transmission , Cross Infection/epidemiology , Severe Acute Respiratory Syndrome/transmission , Aged , Disease Outbreaks , Female , Hospitals , Humans , Male , Middle Aged , Middle East Respiratory Syndrome Coronavirus , Models, Theoretical , Republic of Korea/epidemiology , Saudi Arabia/epidemiology
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