Background: Nursing home residents are frequently colonized with various strains of methicillin-resistant Staphylococcus aureus (MRSA) but the intra-facility dynamics of strain-specific MRSA remains poorly understood. We aimed at identifying and quantifying the associations between acquisition and carriage of MRSA strains and their potential risk factors in community nursing homes using mathematical modeling.
Methods: The data was collected during a longitudinal MRSA surveillance study in six nursing homes in South Central Wisconsin. MRSA cultures were obtained from subjects every 3 months for up to one year. MRSA isolates were subsequently strain-typed by pulsed-field gel electrophoresis (PFGE), and their genetic similarity was established based on the Dice coefficients. Bayesian network analysis, logistic regression and elastic net were used to quantify the associations between acquisition and carriage of MRSA strains discriminated at 80% and 95% strain similarity thresholds and potentially modifiable resident characteristics including previous antibiotic exposure, comorbidity, medical devices, chronic wounds, functional and cognitive status and recent hospitalizations.
Results: Absence of severe cognitive impairment as well as presence of a wound, device and severe comorbidity was associated with elevated probability of USA100 carriage although there was a variation based on the combination of those risk factors. Residents with severe comorbidity and cognitive status and presence of device and wound were identified as certain carriers of USA100 in our sample. Residents with a chronic wound were more likely to carry USA100 MRSA (OR = 2.77, 95% CI = 1.37-5.87). Functional status was identified as an important determinant of carriage of USA100 and USA300 strains. Comorbidity and cognitive status were the two factors associated with carriage of all clonal groups in the study (USA100, USA300 and USA1200).
Conclusions: The combination of Bayesian network analysis, logistic regression and elastic net can be used to identify associations between acquisition and carriage of MRSA strains and their potential risk factors in the face of scarce data. The revealed associations may be used to generate hypothesis for further study of determinants of acquisition and carriage of selected MRSA subtypes and to better inform infection control efforts in community nursing homes.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719525 | PMC |
http://dx.doi.org/10.1186/s12879-017-2837-3 | DOI Listing |
Front Public Health
January 2025
Faculty of Nursing, Department of Medical Nursing, Aydin Adnan Menderes University, Aydin, Türkiye.
Background: Non-communicable diseases (NCDs) are a major global concern. This study aimed to examine the prevalence and co-occurrence of lifestyle risk factors among university students.
Methods: This analytical, cross-sectional study was conducted between January and April 2022.
Surg Pract Sci
June 2024
Clinic Barmelweid, Division of Geriatric Medicine, 5017 Barmelweid.
Methods: We examined a quality measurement database containing de-identified cases from across Switzerland. All patients with a complete dataset treated between 2015 and 2021 were included. A case-control matching method (same age, comorbidity, sex, diagnosis, admission type, and insurance coverage) was used to evaluate the impact of pre-admission residence.
View Article and Find Full Text PDFPharmacoepidemiol Drug Saf
February 2025
Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA.
Purpose: To characterize long-term effects of COVID-19 among older adults (aged ≥ 65 years).
Methods: This retrospective descriptive study utilized Medicare Fee-for-Service beneficiaries' claims to characterize post-COVID condition diagnosis code usage, long COVID (defined as post-COVID condition diagnoses made ≥ 28 days after an initial COVID-19 diagnosis) incidence, patient demographics, and concurrent diagnoses.
Results: During April 1, 2020 to May 21, 2022, 193 691 (0.
Gesundheitswesen
January 2025
Institut für Klinische Epidemiologie und Biometrie, Julius-Maximilians-Universität Würzburg, Würzburg, Germany.
The number of patients with invasive home mechanical ventilation (IHMV) in Germany is vastly increasing. Currently, only limited data is available on the characteristics of these patients. The aim of the present study was to describe the health care situation of IHMV patients living in Bavaria using routinely collected data within the project OVER BEAS.
View Article and Find Full Text PDFCrit Care Explor
January 2025
Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University, Baltimore, MD.
Intermediate care (IC) is prevalent nationwide, but little is known about how to best organize this level of care. Using a 99-item cross-sectional survey assessing four domains (hospital and physical IC features, provider and nurse staffing, monitoring, and interventions/services), we describe the organizational heterogeneity of IC within a five-hospital healthcare system. Surveys were completed by nurse managers from 12 (86%) of 14 IC settings.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!