Mathematical Modeling of Pathogen Trajectory in a Patient Care Environment

2013 ◽  
Vol 34 (11) ◽  
pp. 1181-1188 ◽  
Author(s):  
Angela L. Hewlett ◽  
Scott E. Whitney ◽  
Shawn G. Gibbs ◽  
Philip W. Smith ◽  
Hendrik J. Viljoen

Objective.Minimizing healthcare worker exposure to airborne infectious pathogens is an important infection control practice. This study utilized mathematical modeling to evaluate the trajectories and subsequent concentrations of particles following a simulated release in a patient care room.Design.Observational study.Setting. Biocontainment unit patient care room at a university-affiliated tertiary care medical center.Methods. Quantitative mathematical modeling of airflow in a patient care room was achieved using a computational fluid dynamics software package. Models were created on the basis of a release of particles from various locations in the room. Computerized particle trajectories were presented in time-lapse fashion over a blueprint of the room. A series of smoke tests were conducted to visually validate the model.Results.Most particles released from the head of the bed initially rose to the ceiling and then spread across the ceiling and throughout the room. The highest particle concentrations were observed at the head of the bed nearest to the air return vent, and the lowest concentrations were observed at the foot of the bed.Conclusions.Mathematical modeling provides clinically relevant data on the potential exposure risk in patient care rooms and is applicable in multiple healthcare delivery settings. The information obtained through mathematical modeling could potentially serve as an infection control modality to enhance the protection of healthcare workers.

1996 ◽  
Vol 17 (12) ◽  
pp. 798-802 ◽  
Author(s):  
Patricia A. Meier ◽  
Cheryl D. Carter ◽  
Sarah E. Wallace ◽  
Richard J. Hollis ◽  
Michael A. Pfaller ◽  
...  

AbstractObjective:To report an outbreak of methicillin-resistant Staphylococcus aureus (MRSA) in our burn unit and the steps we used to eradicate the organism.Design And Setting:Outbreak investigation in the burn unit of a 900-bed tertiary-care medical center.Outbreak:Between March and June 1993, MRSA was isolated from 10 patients in our burn unit. All isolates had identical antibiograms and chromosomal DNA patterns.Control Measures:Infection control personnel encouraged healthcare workers to wash their hands after each patient contact. The unit cohorted all infected or colonized patients, placed each affected patient in isolation, and, if possible, transferred the patient to another unit. Despite these measures, new cases occurred. Infection control personnel obtained nares cultures from 56 healthcare workers, 3 of whom carried the epidemic MRSA strain. One healthcare worker cared for six affected patients, and one cared for five patients. We treated the three healthcare workers with mupirocin. Subsequently, no additional patients became colonized or infected with the epidemic MRSA strain.Conclusions:The outbreak ended after we treated healthcare workers who carried the epidemic strain with mupirocin. This approach is not appropriate in all settings. However, we felt it was justified in this case because of a persistent problem after less intrusive measures.


2009 ◽  
Vol 30 (9) ◽  
pp. 848-853 ◽  
Author(s):  
Shu-Hua Wang ◽  
Preeti Pancholi ◽  
Kurt Stevenson ◽  
Mitchell A. Yakrus ◽  
W. Ray Butler ◽  
...  

Objective.To investigate a pseudo-outbreak of “Mycobacterium paraffinicum” (unofficial taxon) infection and/or colonization, using isolates recovered from clinical and environmental specimens.Design.Outbreak investigation.Setting.University-affiliated, tertiary-care hospital.Methods.M. paraffinicum, a slow-growing, nontuberculous species of mycobacteria, was recovered from 21 patients and an ice machine on a single patient care unit over a 2.5-year period. The clinical, epidemiological, and environmental investigation of this pseudo-outbreak is described.Results.Twenty-one patients with pulmonary symptoms and possible risk factors for tuberculosis were admitted to inpatient rooms that provided airborne isolation conditions in 2 adjacent hospital buildings. In addition, 1 outpatient had induced sputum cultured for mycobacteria in the pulmonary function laboratory. Of the samples obtained from these 21 patients, 26 isolates from respiratory samples and 1 isolate from a stool sample were identified asM. paraffinicum. Environmental isolates obtained from an ice machine in the patient care unit where the majority of the patients were admitted were also identified asM. paraffinicum.Conclusions.An epidemiological investigation that used molecular tools confirmed the suspicion of a pseudo-outbreak ofM. paraffinicuminfection and/or colonization. The hospital water system was identified as the source of contamination.


2009 ◽  
Vol 19 (1) ◽  
pp. 152-157 ◽  
Author(s):  
Nadia Ismiil ◽  
Zeina Ghorab ◽  
Sharon Nofech-Mozes ◽  
Anna Plotkin ◽  
Allan Covens ◽  
...  

Background:Most of the literature on intraoperative consultation (IOC) in gynecologic pathology focuses on the accuracy of this technique. This study addresses a wide range of quality assurance issues regarding this practice through a comprehensive audit of our experience.Design:The anatomic pathology database was searched between 1999 and 2005 for all gynecologic cases who received IOCs. Seven hundred thirty-one IOCs rendered were identified and analyzed. The accuracy of IOC by gynecologic pathologists was comparable to that of surgical pathologists.Results:Patient care was potentially negatively impacted in 14 IOCs; 2 were conducted by the former and 12 by the latter group. Management of ovarian tumors with borderline features significantly improved when the terminology of "at least borderline" was used. Intraoperative consultation by gross inspection only had a low accuracy of 94.7%. Intraoperative consultation was able to definitively and correctly answer the question of whether an ovarian tumor was primary or metastatic in only 35% of patients. As a result of the IOC, the surgical procedure proceeded as originally intended in 96% of patients, was modified in 2%, and was terminated in 2%.Conclusions:This audit identifies certain procedural and communication strategies that can increase accuracy. It also highlights the situations where IOC could be less reliable. Patient's safety can increase by improving the communication between the surgeons and the consultant pathologist, consulting with gynecologic pathologists in oncology cases whenever feasible, and using the term of "at least borderline" rather than "borderline."


1999 ◽  
Vol 20 (9) ◽  
pp. 604-606 ◽  
Author(s):  
Christian Ruef

AbstractObjective:Assessment of the distribution of tasks and consultations provided by the hospital epidemiologist (HE) at University Hospital of Zurich (UHZ).Design:Prospective collection of data on hospital epidemiology consultations over a 3-year period (1995-1997). Time spent per consultation and activities of infection control practitioners were not recorded.Setting:A 1,040-bed tertiary-care university hospital in Zurich, Switzerland.Results:Between January 1, 1995, and December 31, 1997, the HE received 1,660 requests for consultation. Advice or action was sought in the following areas: epidemiology (27.5% of requests); quality assurance, including antibiotic utilization and technology assessment (24.8%); infection control and practice guidelines (22.5%); disinfection and sterilization (11.6%); clinical infectious diseases (13.4%). During 1997, 35% of epidemiology consults were related to methicillin-resistant Staphylococcus aureus and 5.8% to tuberculosis. Public or private hospitals not affiliated with UHZ requested 40% of all consults.Conclusions:This study shows that HEs are involved in many different activities. Only 27.5% of hospital epidemiology consultations were directly related to issues of epidemiology. Practical knowledge of the methodologies for continuous quality improvement and assessment of various new technologies is important for HEs. The results of this study may be useful in discussions between HEs and administrators about allocation of resources or issues of reimbursement.


2009 ◽  
Vol 30 (4) ◽  
pp. 361-369 ◽  
Author(s):  
Michael Melia ◽  
Sarah O'Neill ◽  
Sherry Calderon ◽  
Sandra Hewitt ◽  
Kelly Orlando ◽  
...  

Objective.To describe the method used to develop a flexible, computerized database for recording and reporting rates of influenza vaccination among healthcare personnel who were classified by their individual levels (hereafter, “tiers”) of direct patient contact.Design.Three-year descriptive summary.Setting.Large, academic, tertiary care medical center in the United States.Participants.All of the medical center's healthcare personnel.Methods.The need to develop a computer-based system to record direct patient care tiers and vaccination data for healthcare personnel was identified. A plan that was to be implemented in stages over several seasons was developed.Results.Direct patient care tiers were defined by consensus opinion on the basis of the extent, frequency, and intensity of direct contact with patients. The definitions of these tiers evolved over 3 seasons. Direct patient care classifications were assigned and recorded in a computerized database, and data regarding the receipt of vaccination were tracked by using the same database. Data were extracted to generate reports of individual, departmental, and institutional vaccination rates, both overall and according to direct patient care tiers.Conclusions.Development of a computerized database to record direct patient care tiers for individual healthcare workers is a daunting but manageable task. Widespread use of these direct patient care definitions will facilitate uniform comparisons of vaccination rates between institutions. This computerized database can easily be used by infection control personnel to accomplish several other key tasks, including vaccination triage in the context of shortage or delay, prioritization of personnel to receive interventions in times of crisis, and monitoring the status of other employee health or occupational health measures.


2021 ◽  
Vol 77 (18) ◽  
pp. 3123
Author(s):  
Anish Samuel ◽  
Ashesha Mechineni ◽  
Robin Craven ◽  
Wilbert Aronow ◽  
Mourad Ismail ◽  
...  

2021 ◽  
Vol 09 (06) ◽  
pp. E888-E894
Author(s):  
Nichol S. Martinez ◽  
Sumant Inamdar ◽  
Sheila N. Firoozan ◽  
Stephanie Izard ◽  
Calvin Lee ◽  
...  

Abstract Background and study aims There are conflicting data regarding the risk of post-ERCP pancreatitis (PEP) with self-expandable metallic stents (SEMS) compared to polyethylene stents (PS) in malignant biliary obstructions and limited data related to benign obstructions. Patients and methods A retrospective cohort study was performed of 1136 patients who underwent ERCP for biliary obstruction and received SEMS or PS at a tertiary-care medical center between January 2011 and October 2016. We evaluated the association between stent type (SEMS vs PS) and PEP in malignant and benign biliary obstructions. Results Among the 1136 patients included in our study, 399 had SEMS placed and 737 had PS placed. Patients with PS were more likely to have pancreatic duct cannulation, pancreatic duct stent placement, double guidewire technique, sphincterotomy and sphincteroplasty as compared to the SEMS group. On multivariate analysis, PEP rates were higher in the SEMS group (8.0 %) versus the PS group (4.8 %) (OR 2.27 [CI, 1.22, 4.24]) for all obstructions. For malignant obstructions, PEP rates were 7.8 % and 6.6 % for SEMS and plastic stents, respectively (OR 1.54 [CI, 0.72, 3.30]). For benign obstructions the PEP rate was higher in the SEMS group (8.8 %) compared to the PS group (4.2 %) (OR 3.67 [CI, 1.50, 8.97]). No significant differences between PEP severity were identified based on stent type when stratified based on benign and malignant. Conclusions PEP rates were higher when SEMS were used for benign obstruction as compared to PS. For malignant obstruction, no difference was identified in PEP rates with use of SEMS vs PS.


2016 ◽  
Vol 127 (10) ◽  
pp. 3335-3340 ◽  
Author(s):  
Kapil Gururangan ◽  
Babak Razavi ◽  
Josef Parvizi

1999 ◽  
Vol 20 (6) ◽  
pp. 408-411 ◽  
Author(s):  
Murray A. Abramson ◽  
Daniel J. Sexton

Objective:To determine the attributable hospital stay and costs for nosocomial methicillin-sensitive Staphylococcus aureus (MSSA) and methicillin-resistantS aureus(MRSA) primary bloodstream infections (BSIs).Design:Pairwise-matched (1:1) nested case-control study.Setting:University-based tertiary-care medical center.Patients:Patients admitted between December 1993 and March 1995 were eligible. Cases were defined as patients with a primary nosocomialS aureusBSI; controls were selected according to a priori matching criteria.Measurements:Length of hospital stay and total and variable direct costs of hospitalization.Results:The median hospital stay attributable to primary nosocomial MSSA BSI was 4 days, compared with 12 days for MRSA (P=.023). Attributable median total cost for MSSA primary nosocomial BSIs was $9,661 versus $27,083 for MRSA nosocomial infections (P=.043).Conclusion:Nosocomial primary BSI due toS aureussignificantly prolongs the hospital stay. Primary nosocomial BSIs due to MRSA result in an approximate threefold increase in direct cost, compared with those due to MSSA.


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