| Literature DB >> 26861238 |
Bruce Y Lee, Sarah M Bartsch, Kim F Wong, James A McKinnell, Rachel B Slayton, Loren G Miller, Chenghua Cao, Diane S Kim, Alexander J Kallen, John A Jernigan, Susan S Huang.
Abstract
Carbapenem-resistant Enterobacteriaceae (CRE), a group of pathogens resistant to most antibiotics and associated with high mortality, are a rising emerging public health threat. Current approaches to infection control and prevention have not been adequate to prevent spread. An important but unproven approach is to have hospitals in a region coordinate surveillance and infection control measures. Using our Regional Healthcare Ecosystem Analyst (RHEA) simulation model and detailed Orange County, California, patient-level data on adult inpatient hospital and nursing home admissions (2011-2012), we simulated the spread of CRE throughout Orange County health-care facilities under 3 scenarios: no specific control measures, facility-level infection control efforts (uncoordinated control measures), and a coordinated regional effort. Aggressive uncoordinated and coordinated approaches were highly similar, averting 2,976 and 2,789 CRE transmission events, respectively (72.2% and 77.0% of transmission events), by year 5. With moderate control measures, coordinated regional control resulted in 21.3% more averted cases (n = 408) than did uncoordinated control at year 5. Our model suggests that without increased infection control approaches, CRE would become endemic in nearly all Orange County health-care facilities within 10 years. While implementing the interventions in the Centers for Disease Control and Prevention's CRE toolkit would not completely stop the spread of CRE, it would cut its spread substantially, by half.Entities:
Keywords: carbapenem-resistant Enterobacteriaceae; control measures; coordinated responses; regional spread; surveillance
Mesh:
Substances:
Year: 2016 PMID: 26861238 PMCID: PMC4772438 DOI: 10.1093/aje/kwv299
Source DB: PubMed Journal: Am J Epidemiol ISSN: 0002-9262 Impact factor: 4.897
Key Input Parameters, Values, and Sources Used in the RHEA Model to Simulate the Spread of Carbapenem-Resistant Enterobacteriaceae in Orange County, California
| Parameter | Type of Health-Care Facility | Source (Reference No.) | |||||
|---|---|---|---|---|---|---|---|
| Acute-Care Hospitals | Long-Term Acute-Care Hospitals | Nursing Homes | |||||
| Median | Range | Median | Range | Median | Range | ||
| Daily capacitya | 125 | 14–356 | 69 | 26–100 | 97 | 27–277 | |
| Annual no. of adult admissions | 7,588 | 779–24,998 | 1,076 | 371–2,541 | 345 | 35–1,554 | |
| Mean length of stay, days | 5.4 | 4.2–6.9 | 25.7 | 12.3–34.2 | 107 | 36–362 | |
| No. of discharges to community | 3,552 | 277–15,604 | 350 | 159–1,785 | 245 | 20–1,462 | |
| No. of direct transfers to hospitals | 309 | 34–1,373 | 64 | 1–295 | 33 | 23–152 | |
| No. of direct transfers to nursing homes | 931 | 160–2,253 | 163 | 14–449 | 60 | 0–480 | |
| No. of readmissions | 1,952 | 276–6,318 | 323 | 186–1,005 | 318 | 11–1,317 | |
| Time to readmission, days | 91.6 | 76.1–104.4 | 72.4 | 41.4–113.6 | 44 | 1–365 | |
| No. of temporary discharges to hospitals | 65 | 0–192 | |||||
| Length of temporary stay, days | 6 | 0–14 | |||||
| Targeted point prevalence at year 7 from CRE emergence in Orange County, % | 25 | 8 | |||||
| Ratio of carriers to clinical isolates | 8:1 | 8:1 | 8:1 | ||||
| Transmission coefficient | ICUs: 0.00025095 | 0.00467996 | 0.00411885–0.00834316 | 0.000057895 | 0–0.00053513 | —c | |
| General wards: 0.0001673 | |||||||
| Increased risk of readmission for CRE carriers on discharge, % | 80 | 80 | 80 | ||||
| Persistent carriers (those who remain colonized), % | 30 | 30 | 30 | ||||
| Loss rate for CRE carriage at 12 months, %e | 50 | 50 | 50 | ||||
| Sensitivity of single rectal swab, % | 70 | 70 | |||||
| Screening test sensitivity, % | 91 | 85–92 | 91 | 85–92 | |||
| Screening test specificity, % | 94 | 89–97 | 94 | 89–97 | |||
| Test turnaround time, days | 1 | 1 | |||||
Abbreviations: CRE, carbapenem-resistant Enterobacteriaceae; ICU, intensive care unit; RHEA, Regional Healthcare Ecosystem Analyst.
a The average daily number of patients in a facility.
b Also personal communication with Dr. Michael Lin (Rush University, Chicago, Illinois) on November 3, 2014.
c Parameterized by model.
d Also personal communication with Dr. Dawn Terashita (Los Angeles County Department of Public Health, Los Angeles, California) on January 12, 2013.
e Assumes a linear loss for the remaining 70% of carriers who experience loss of CRE carriage.
Figure 1.Simulated total countywide prevalence of carbapenem-resistant Enterobacteriaceae (CRE) in Orange County, California, in a model with no specific CRE control measures, uncoordinated CRE control measures, and coordinated regional CRE control measures implemented at trigger thresholds of 1, 10, and 20. The line of squares represents no specific control measures; black lines represent uncoordinated control measures at trigger thresholds of 1 (solid line), 10 (short-dashed line), and 20 (long-dashed line); and gray lines represent coordinated regional control at trigger thresholds of 1 (solid line), 10 (short-dashed line), and 20 (long-dashed line).
Figure 2.Simulated prevalence of carbapenem-resistant Enterobacteriaceae (CRE) in Orange County, California, in a model with no specific CRE control measures, uncoordinated CRE control measures, and coordinated regional CRE control measures implemented at trigger thresholds of 1, 10, and 20, by type of health-care facility. A) acute-care hospitals; B) long-term acute-care hospitals; C) nursing homes. The line of squares represents no specific control measures; black lines represent uncoordinated control measures at trigger thresholds of 1 (solid line), 10 (short-dashed line), and 20 (long-dashed line); and gray lines represent coordinated regional control at trigger thresholds of 1 (solid line), 10 (short-dashed line), and 20 (long-dashed line). (Note that y-axis scales are not the same across panels.)
Average Number of CRE Transmission Events Averted Countywide in Orange County, California, Over a 10-Year Period as Compared With No CRE-Specific Control Measures, for Uncoordinated and Coordinated Regional Approaches Using Trigger Thresholds of 1, 10, and 20
| Time Since CRE Emergence, years | Type of Approach and Trigger Threshold | |||||
|---|---|---|---|---|---|---|
| Uncoordinated Approaches | Coordinated Regional Approaches | |||||
| 1 | 10 | 20 | 1 | 10 | 20 | |
| 1 | 48 | 6 | 1 | 62 | 1 | 1 |
| 2 | 294 | 121 | 57 | 342 | 115 | 11 |
| 3 | 815 | 461 | 294 | 905 | 546 | 226 |
| 4 | 1,644 | 1,067 | 768 | 1,780 | 1,298 | 809 |
| 5 | 2,789 | 1,953 | 1,497 | 2,976 | 2,361 | 1,720 |
| 6 | 4,233 | 3,108 | 2,473 | 4,480 | 3,715 | 2,914 |
| 7 | 5,951 | 4,506 | 3,678 | 6,268 | 5,331 | 4,357 |
| 8 | 7,902 | 6,107 | 5,074 | 8,297 | 7,168 | 6,003 |
| 9 | 10,030 | 7,861 | 6,616 | 10,513 | 9,170 | 7,804 |
| 10 | 12,283 | 9,721 | 8,260 | 12,862 | 11,290 | 9,712 |
Abbreviation: CRE, carbapenem-resistant Enterobacteriaceae.
Figure 3.Simulated impact of hospital compliance with modeled control measures on the prevalence of carbapenem-resistant Enterobacteriaceae (CRE) in Orange County, California, when 15% (solid black line), 30% (long-dashed black line), 50% (dashed gray line), and 100% (short-dashed black line) of hospitals implement uncoordinated CRE control measures at a trigger threshold of 10, by type of health-care facility. A) acute-care hospitals; B) long-term acute-care hospitals; C) nursing homes. The line of squares represents no specific control measures, while the solid gray line represents coordinated regional control at a trigger of 10. (Note that y-axis scales are not the same across panels.)
Figure 4.Simulated total countywide prevalence of carbapenem-resistant Enterobacteriaceae (CRE) in Orange County, California, in a model with no specific CRE control measures and coordinated regional CRE control measures implemented once CRE has become endemic (years 8 and 10). The line of squares represents no specific control measures; black lines represent coordinated regional CRE control implemented in year 8 (dashed line) or year 10 (solid line). (Note that y-axis scales are not the same across panels.)