Abstract
OBJECTIVE
To quantify the association between admission to an intensive care unit (ICU) room most recently occupied by a patient positive for extended-spectrum β-lactamase (EBSL)–producing gram-negative bacteria and acquisition of infection or colonization with that pathogen.
DESIGN
Retrospective cohort study.
SETTING AND PATIENTS
The study included patients admitted to medical and surgical ICUs of an academic medical center between September 1, 2001, and June 30, 2009.
METHODS
Perianal surveillance cultures were obtained at admission to the ICU, weekly, and at discharge from the ICU. Patients were included if they had culture results that were negative for ESBL-producing gram-negative bacteria at ICU admission and had an ICU length of stay longer than 48 hours. Pulsed-field gel electrophoresis (PFGE) was performed on ESBL-positive isolates from patients who acquired the same bacterial species (eg, Klebsiella species or Escherichia coli) as the previous room occupant.
RESULTS
Among 9,371 eligible admissions (7,651 unique patients), 267 (3%) involved patients who acquired an ESBL-producing pathogen in the ICU; of these patients, 32 (12%) were hospitalized in a room in which the prior occupant had been positive for ESBL. Logistic regression results suggested that the prior occupant's ESBL status was not significantly associated with acquisition of an ESBL-producing pathogen (adjusted odds ratio, 1.39 [95% confidence interval, 0.94–2.08]) after adjusting for colonization pressure and antibiotic exposure in the ICU. PFGE results suggested that 6 (18%) of 32 patients acquired a bacterial strain that was the same as or closely related to the strain obtained from the prior occupant.
CONCLUSIONS
These data suggest that environmental contamination may not play a substantial role in the transmission of ESBL-producing pathogens among ICU patients. Intensifying environmental decontamination may be less effective than other interventions in preventing transmission of ESBL-producing pathogens.
Infections due to extended-spectrum β-lactamase (ESBL)–producing gram-negative bacteria are associated with considerable morbidity, mortality, and costs among hospitalized patients.1,2 Intensive care unit (ICU) patients are at increased risk of colonization and infection with ESBL-producing bacteria due to frequent contact with healthcare workers and increased exposure to broad spectrum antibiotic therapy.3,4
Previous studies have observed an association between persistent environmental contamination and acquisition of several antibiotic-resistant bacterial species, including methicillin-resistant Staphylococcus aureus (MRSA), vancomycin-resistant enterococci (VRE), Clostridium difficile, multidrug-resistant Pseudomonas aeruginosa, and Acinetobacter baumanii.5–8 However, this relationship has not been observed for ESBL-producing bacteria.6,9,10 In addition, earlier studies that have examined the role of the environment in the acquisition of ESBL-producing bacteria have been conducted in outbreak settings and have not demonstrated an epidemiological link between environmental and clinical strains.9,10 Furthermore, a recent study that did assess acquisition of ESBL-producing bacteria from ESBL-positive previous occupants in a nonoutbreak setting was limited by a small sample size and did not include molecular typing for bacterial strain comparison.6 To address these limitations, we aimed to quantify the role of the environment in the transmission of ESBL-producing bacteria in a large sample of ICU patients in a nonoutbreak setting. In addition, we used molecular typing to compare bacterial strains to improve on earlier studies.
METHODS
Study Design
This was a retrospective cohort study that used data from patients admitted to the University of Maryland Medical Center (UMMC) medical ICU (MICU) and surgical ICU (SICU) from September 1, 2001, to June 30, 2009. This study was approved by the University of Maryland, Baltimore, institutional review board. During the study period, UMMC was a 650–730-bed tertiary care hospital in Baltimore, Maryland. The MICU was a 10-bed private room unit that became a 29-bed private room unit in April 2006, and the SICU was a 19-bed private room unit. The nurse-to-patient ratio in both the MICU and SICU was 1 : 1. Patients admitted to both units had perianal cultures obtained as part of an ongoing VRE active surveillance hospital epidemiology program. Perianal cultures were obtained using Staplex II swabs (Staplex) within 48 hours after ICU admission, weekly, and at ICU discharge. Compliance with obtaining perianal cultures was approximately 90%.11,12 The sensitivity of perianal cultures for detecting colonization with ESBLs has not been reported; however, an earlier study suggested that the sensitivity and specificity of perianal cultures for detecting colonization with fluoroquinolone-resistant Escherichia coli were 90% and 100%, respectively.13 Clinical cultures were collected as medically indicated from patients exhibiting signs or symptoms of an infection.
Study Population
The study population consisted of all adult (18 years of age or older) patients admitted to the MICU or SICU during the study period who had no previous ESBL-positive clinical cultures obtained at the index admission, had an ESBL-negative perianal surveillance culture at ICU admission, and had an ICU length of stay of at least 48 hours. Our primary exposure of interest was admission to an ICU room whose immediate prior occupant had an ESBL-positive surveillance or clinical culture. The primary outcome of interest was acquisition of an ESBL-producing bacteria, defined as having an ESBL-positive perianal or clinical culture during the ICU stay. For patients who acquired an ESBL-producing pathogen, only data associated with the first ESBL-positive surveillance culture were included in the analysis. Patients with multiple admissions to the ICU during the study period were allowed to enter the cohort of at-risk patients multiple times so long as they had negative culture results at the time of the index ICU admission. Previous occupants of the patient's room were not required to have a minimum length of stay. Terminal cleaning (disinfection and cleaning of hospital room surfaces after patient discharge) was performed by the hospitals' hospitality services using a quaternary germicidal cleaner, SaniMaster IV (Ecolab), in accordance with Centers for Disease Control and Prevention guidelines.14 Infection control policies during the study period included MRSA nasal and VRE perianal screening at ICU admission, weekly, and at ICU discharge; use of contact isolation for patients colonized or infected by MRSA, VRE, and other multidrug-resistant organisms (including ESBL-producing bacteria); and universal glove and gown use for all patient contacts (regardless of colonization or infection status) beginning in June 2007.
Data Sources and Variable Definitions
Patient-level data were collected retrospectively from the UMMC Central Data Repository (CDR). The UMMC CDR is a relational database containing patient administrative, pharmacy, admission, discharge, transfer, and clinical data. A random sample of the data from the UMMC CDR was validated against patients' paper medical records for this study and previous studies, and the CDR data had positive and negative predictive values greater than 98%.15–17 Patient characteristics collected included age, sex, total length of stay in the ICU, ICU time at risk, length of stay in the ICU of the prior room occupant, ICU antibiotic use, individual comorbid illnesses, aggregate comorbidity indices, and colonization pressure. ICU time at risk was defined as the number of days from ICU admission to ESBL-positive perianal or clinical culture or discharge. ICU antibiotic exposure was defined as antibiotics ordered during the ICU time at risk. Individual comorbid illnesses were determined by the International Classification of Diseases, Ninth Revision (ICD-9), at ICU discharge. Aggregate comorbidity was measured using the Charlson Comorbidity Index (CCI) and calculated using the discharge ICD-9 codes for comorbid conditions.18 ICU chronic disease score (CDS) was calculated as an aggregate comorbidity measure on the basis of medication use at the time of ICU admission.15 For each patient, colonization pressure was calculated as the mean of the daily proportion of patients positive for an ESBL-producing bacteria during the time at risk.19 Patients who were ESBL positive at ICU admission and patients who acquired an ESBL-producing bacteria during their ICU stay both contributed to colonization pressure. Patients who were ESBL positive at ICU admission were assumed to be positive throughout their ICU stay, and patients who acquired an ESBL-producing bacteria during their ICU stay were assumed to be ESBL positive from the day of positive culture collection until ICU discharge.
Microbiology and Molecular Testing
The ESBL-positive status of patients admitted to the ICU during the study period was determined by microbiological testing. Briefly, perianal surveillance culture specimens were inoculated onto MacConkey agar plates (Remel) containing 1 μg/mL ceftazidime and incubated at 37°C for 24–48 hours. Lactose-fermenting colonies were identified using API 20E identification strips or VITEK II (bioMériuex). ESBL testing of Klebsiella species and E. coli was performed using the Kirby-Bauer disk diffusion test method using 30 μg of ceftazidime and 30 μg of cefotaxime with and without 10 μg of clavulanic acid, as recommended by the Clinical and Laboratory Standards Institute (CLSI). ESBL-positive clinical cultures were determined by the UMMC microbiology laboratory, and susceptibility testing was performed following CLSI guidelines.20Polymerase chain reaction (PCR) was performed to determine which family of β-lactamase-derived gene (ie, TEM, SHV, or CTX-M) was present in the ESBL-positive bacterial isolates. Pulsed-field gel electrophoresis (PFGE) was performed as described elsewhere to determine the extent of genetic similarity between acquired ESBL-producing bacterial isolates obtained from patients whose prior room occupants were colonized or infected with ESBL-producing bacteria of the same species (ie, Klebsiella or E. coli).21 Isolates with at least 80% similarity in PFGE band pattern were considered similar and isolates with 100% similarity in PFGE band pattern were considered identical according to Tenover criteria.22
Statistical Analysis
Univariate analysis was performed to evaluate the distributions of all study variables. Bivariate analysis was performed to determine the variables associated with acquisition of an ESBL-producing bacteria. Continuous variables were compared using Student t test or Wilcoxon rank-sum test as appropriate. Categorical variables were compared using the Pearson χ2 test or Fisher exact test as appropriate. Stratified analysis was performed to determine whether any variable modified the association between the prior room occupant's ESBL status and acquisition of ESBL-producing bacteria. Statistical testing was performed using 2-tailed tests.
Logistic regression was used to quantify the association between the prior room occupant's ESBL status and acquisition of an ESBL-producing bacteria adjusting for potential confounding variables. All variables associated with acquisition of ESBLs in the bivariate analysis and any identified effect modifiers were included in the initial (full) model. Variables that were not statistically associated with the outcome (P ≥ .05) were sequentially removed from the model, starting with the variable with the largest P value. Variables whose removal resulted in a 10% change in the regression coefficient of the prior room occupant were identified as confounders and retained in the model. Because patients were allowed to enter the study multiple times, we used the robust sandwich variance estimator to account for the correlated error structure that resulted from repeated admissions.23 Adjusted odds ratios (ORs) and 95% confidence intervals (CIs) were calculated on the basis of the final multivariate regression model.
RESULTS
There were 18,175 admissions to the MICU and SICU during the study period. Approximately 48% of admissions were excluded for the following reasons: 1,786 (10%) of the admissions did not have an admission perianal surveillance culture, 5,597 (31%) involved an ICU stay of less than 48 hours, 786 (4%) were for patients colonized with an ESBL-producing bacteria at ICU admission, and 635 (3%) were missing information on the prior room occupant's ESBL status. The final sample size was 9,371 admissions of 7,651 unique patients at risk for acquiring an ESBL-producing bacteria during the study period.
Approximately 84% of patients had a single admission during the study period. Mean age (± standard deviation [SD]) was 55.7 ± 15.6 years, 55% were male, and 51% of the admissions were to the MICU. The median ICU length of stay was 4 days (interquartile range [IQR], 2–8 days), and the median ICU time at risk was 4 days (IQR, 2–8 days). Approximately 2,557 patients (27%) had cancer, 2,063 patients (22%) had diabetes, 1,213 patients (13%) had renal disease, and 449 patients (5%) were positive for human immunodeficiency virus. The median colonization pressure was 0.07 (IQR, 0.01–0.15); in other words, the mean daily proportion of patients positive for ESBL-producing bacteria during patient time at risk was less than 7% in 50% of the ICU patient population.
Approximately 648 admissions (7%) were to rooms in which the prior occupant was positive for an ESBL-producing bacteria. Of these, 32 (5%) acquired an ESBL-producing bacteria, compared with 235 (3%) of 8,723 admissions to rooms whose prior room occupant was ESBL negative. Thus, although this suggests an increased risk of 67%, the absolute risk difference is only 2%. Among all 267 admissions of patients who acquired an ESBL-producing bacteria, 236 (88%) were detected by surveillance cultures only, 20 (8%) were detected by both surveillance and clinical cultures, and 11 (4%) were detected by clinical cultures only. Ninety-four (35%) of the ESBL-producing bacteria acquired were E. coli, 167 (63%) were Klebsiella pneumoniae, and 6 (2%) were Klebsiella oxytoca.
The associations between patient characteristics and acquisition of an ESBL-producing bacteria are displayed in Table 1. The unadjusted odds ratio for acquiring an ESBL was 1.88 (95% CI, 1.29–2.74), which suggests that patients admitted to a room whose prior occupant was ESBL positive had almost 2 times the odds of acquiring an ESBL-producing bacteria. However, after adjusting for other variables, the association between the prior room occupant's ESBL status and acquisition of an ESBL-producing bacteria was attenuated and was no longer statistically significant (adjusted OR, 1.39 [95% CI, 0.94–2.08]; Table 2). ICU time at risk and colonization pressure were positively correlated (r = 0.95), and ICU time at risk was removed from the multivariable analysis. Independent risk factors for acquisition of ESBL-producing bacteria in the ICU were colonization pressure, renal disease, anti-MRSA therapy, and antipseudomonal β-lactam therapy received during the time at risk in the ICU (Table 2). Patients with colonization pressure greater than 7% were twice as likely to acquire an ESBL, compared with patients with colonization pressure less than 7%.
TABLE 1.
Patient characteristic | Acquired ESBL-producing bacteria (n = 267) | Did not acquire ESBL-producing bacteria (n = 9,104) | P |
---|---|---|---|
Prior room occupant positive for ESBL-producing | |||
Klebsiella species or Escherichia coli | 32 (4.9) | 235 (2.7) | <.01 |
Age, mean years (± SD) | 57.1 (15.2) | 55.6 (15.6) | .11 |
Male sex | 161 (60.3) | 5,033 (55.3) | .10 |
Admission to the MICU | 175 (65.5) | 4,619 (50.7) | <.01 |
ICU total length of stay, median days (IQR) | 11 (5–24) | 4 (2–8) | <.01 |
ICU time at risk, median days (IQR) | 8 (4–15) | 4 (2–8) | <.01 |
Prior room occupant length of stay, median days (IQR) | 3 (1–5) | 2 (1–5) | .85 |
Colonization pressure, median value (IQR) | 0.13 (0.06–0.13) | 0.07 (0.01–0.14) | <.01 |
Comorbidity | |||
AIDS | 10 (3.8) | 439 (4.8) | .42 |
Malignancy | 35 (13.1) | 1,998 (21.9) | <.01 |
Cerebrovascular disease | 18 (6.7) | 1,170 (12.8) | <.01 |
Chronic pulmonary disease | 49 (18.4) | 1,920 (21.1) | .28 |
Diabetes | 47 (17.6) | 1,964 (21.6) | .12 |
Cardiovascular disease | 68 (25.5) | 2,337 (25.7) | .94 |
Liver disease | 29 (10.9) | 887 (9.7) | .54 |
Renal disease | 65 (24.3) | 1,148 (12.6) | <.01 |
Charlson comorbidity index, mean (IQR) | 2 (1–3) | 2 (1– 4) | .11 |
ICU chronic disease score, mean (± SD) | 8.9 (3.9) | 8.6 (4.2) | .23 |
ICU antibiotic use | |||
Any antibiotic exposure | 259 (97.0) | 7,713 (84.2) | <.01 |
Piperacillin-tazobactam | 158 (59.2) | 3,536 (38.8) | <.01 |
First-generation cephalosporins | 28 (10.5) | 1,316 (14.9) | .07 |
Second-generation cephalosporins | 6 (2.3) | 313 (3.4) | .29 |
Third-generation cephalosporins | 23 (8.6) | 1,031 (11.2) | .17 |
Cefepime | 52 (19.5) | 724 (7.9) | <.01 |
Antifungal therapy | 85 (31.8) | 2,188 (20.0) | <.01 |
A ntipseudomonal β-lactam | 232 (86.7) | 5,107 (56.1) | <.01 |
Macrolides | 33 (12.4) | 900 (9.9) | .18 |
Quinolones | 66 (24.7) | 1,910 (20.9) | .14 |
Anti-MRSA therapy | 189 (70.8) | 3,447 (37.9) | <.01 |
note. Data are no. (%) of patients, unless otherwise indicated. Antimicrobial drug exposure was defined as antibiotic therapy ordered during the period between ICU admission and ICU discharge for patients who did not acquire an ESBL-producing pathogen and between ICU admission and date on which a positive culture specimen was collected for patients who acquired an ESBL-producing pathogen. Colonization pressure was defined as the daily proportion of patients positive for an ESBL-producing pathogen. For each patient, colonization pressure was calculated as the average of the daily proportion of patients positive for an ESBL-producing pathogen during their time at risk. ICU, intensive care unit; IQR, interquartile range; MICU, medical ICU; MRSA, methicillin-resistant Staphylococcus aureusr, SD, standard deviation.
TABLE 2.
Study variable | Adjusted odds ratio (95% confidence interval) | P |
---|---|---|
ESBL-positive prior room occupanta | 1.39 (0.94–2.08) | .10 |
Colonization pressure (>7%)b | 2.17 (1.59–2.96) | <.01 |
Renal disease | 1.68 (1.20–2.35) | <.01 |
Anti-MRSA therapyc | 1.72 (1.25–2.37) | <.01 |
Antipseudomonal β-lactam therapyc | 2.17 (1.43–3.30) | <.01 |
note. ESBL, extended-spectrum β-lactamase; ICU, intensive care unit; MRSA, methicillin-resistant Staphylococcus aureus; OR, odds ratio; CI, confidence interval.
Crude odds ratio (95% confidence interval) was 1.88 (1.29–2.74), with P < .01.
These variables were dichotomized at the median, because variables were not normally distributed.
Antimicrobial drug exposure was defined as antibiotic therapy ordered during the period between ICU admission and ICU discharge for patients who did not acquire an ESBL-producing pathogen and between ICU admission and the date on which a positive culture specimen was collected for patients who acquired an ESBL-producing pathogen. Colonization pressure was defined as the daily proportion of patients positive for ESBL-producing pathogens. For each patient, colonization pressure was calculated as the average of the daily proportion of patients positive for an ESBL-producing pathogen during their time at risk. A median colonization of 7% indicates that, in 50% of the patient population, colonization pressure was less than 7%.
Among the 32 admissions of patients who acquired an ESBL-producing bacteria and had resided in a room in which the prior room occupant was ESBL positive, 17 (53%) were of patients colonized with the same bacterial species as that found in the prior room occupant. Among these 17 patients, 8 (47%) had isolates that carried the same family of ESBL genes as the isolates obtained from the prior room occupant. PCR did not detect any ESBL genes in 2 of the patient pairs, possibly because our primers were not specific enough for the ESBL genes. PFGE performed on isolates obtained from the 17 patients suggested that 3 patients (18%) acquired the same bacterial strain as that found in the prior room occupant, whereas 3 patients (18%) acquired a bacterial strain that was closely related to that of the prior room occupant. The PFGE pattern did not indicate evidence of clustering or a predominant ESBL-positive bacterial strain in this ICU patient population.
DISCUSSION
Earlier studies have suggested that patients colonized or infected with ESBL-producing bacteria often contaminate their immediate environmental surfaces.9,10,24 However, these studies were predominately conducted in outbreak settings and did not demonstrate an epidemiological link between the environmental and clinical strains. Our study improved on earlier studies by assessing the risk of acquiring ESBL-producing bacteria from prior room occupants positive for ESBL-producing bacteria in a large of sample of ICU patients during a nonoutbreak period, and we used molecular typing to compare bacterial strains. Despite these improvements over previous studies, our study results did not suggest a statistically significant increased risk of acquiring ESBL-producing bacteria among patients admitted to rooms previously occupied by patients positive for ESBL-producing pathogens. In addition, the relatively low prevalence of exposure (7%) and absolute risk difference of only 2% reinforce that environmental contamination may have only a minor impact on acquisition of ESBL-producing bacteria in our patient population. Our study results are consistent with those of a similar but smaller study conducted in France.6
Colonization pressure, renal disease, and several antibiotic exposures were identified as independent risk factors for acquisition of ESBL-producing bacteria in ICU patients. These results are also consistent with previous findings.25–31 Colonization pressure, which is an important infection control metric, has previously been shown to be associated with acquisition of MRSA, VRE, and C. difficile in ICU patients.32 To our knowledge, this is the first study to identify colonization pressure as an independent risk factor for acquiring ESBL-producing bacteria.
Possible reasons for our study results include that patients colonized or infected with ESBL-producing bacteria may not shed sufficient inoculum into the environment to be transmitted to subsequent room occupants or that the terminal cleaning performed at UMMC may effectively eradicate ESBL-producing pathogens from the environmental surfaces. Unfortunately, our retrospective study design did not allow for culturing of hospital room surfaces, and thus we were not able to test these hypotheses. Another potential limitation is that our lengthy study period allowed for variation in infection control policies, hand hygiene compliance, thoroughness of terminal cleaning, and education of healthcare workers. We were unable to control for these variables in our analysis, which may have biased our results. However, despite this limitation, the lengthy study period was a strength of our study, which focused on endemic ESBL-producing bacteria colonization and thus was not biased by a single epidemic strain.
In conclusion, this study suggests that environmental contamination may not play a significant role in the transmission of ESBL-producing bacteria among ICU patients. Intensifying environmental decontamination may be less effective in preventing ESBL transmission than other interventions. Other infection prevention efforts, including antibiotic stewardship, contact isolation, and hand hygiene, may have a greater effect on the transmission of ESBL-producing bacteria in this patient population.
ACKNOWLEDGMENTS
We thank Colleen Reilly and Jingkun Zhu for database maintenance and abstraction and Gwen Robinson, Mary Lee, Tarah Ranke, Alexander PerDieu, Chrisley Pickens, and Kezia Alexander for assistance with microbiological analysis.
Financial support. National Institutes of Health grants R01A1060859 and K24AI079040 (to A.D.H.), K01AI071015-05 (to J.P.F.), 1K12RR02350-03 (to J.K.J.), 1K23AI082450-01A1 (to K.A.T), and KL2RR024141 (to J.C.M.) and the University of Maryland General Clinical Research Center grant M01RR16500.
Footnotes
Potential conflicts of interest. All authors report no conflicts of interest relevant to this article. All authors submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest, and the conflicts that the editors consider relevant to this article are disclosed here.
Presented in part: Society for Healthcare Epidemiology of America 2011 Annual Scientific Meeting; Dallas, TX.
REFERENCES
- 1.Paterson DL, Bonomo RA. Extended-spectrum β-lactamases: a clinical update. Clin Microbiol Rev. 2005;18:657–686. doi: 10.1128/CMR.18.4.657-686.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ramphal R, Ambrose PG. Extended-spectrum β-lactamases and clinical outcomes: current data. Clin Infect Dis. 2006;42:164–172. doi: 10.1086/500663. [DOI] [PubMed] [Google Scholar]
- 3.Ho J, Tambyah PA, Paterson DL. Multiresistant gram-negative infections: a global perspective. Curr Opin Infect Dis. 2010;23:546–553. doi: 10.1097/QCO.0b013e32833f0d3e. [DOI] [PubMed] [Google Scholar]
- 4.Flaherty JP, Weinstein RA. Nosocomial infection caused by antibiotic-resistant organisms in the intensive-care unit. Infect Control Hosp Epidemiol. 1996;17:236–248. doi: 10.1086/647287. [DOI] [PubMed] [Google Scholar]
- 5.Shaughnessy MK, Micielli RL, DePestel DD, et al. Evaluation of hospital room assignment and acquisition of Clostridium difficile infection. Infect Control Hosp Epidemiol. 2011;32:201–206. doi: 10.1086/658669. [DOI] [PubMed] [Google Scholar]
- 6.Nseir S, Blazejewski C, Lubret R, Wallet F, Courcol R, Durocher A. Risk of acquiring multidrug-resistant gram-negative bacilli from prior room occupants in the intensive care unit. Clin Microbiol Infect. 2010;17:1201–1208. doi: 10.1111/j.1469-0691.2010.03420.x. [DOI] [PubMed] [Google Scholar]
- 7.Drees M, Snydman DR, Schmid CH, et al. Antibiotic exposure and room contamination among patients colonized with vancomycin-resistant enterococci. Infect Control Hosp Epidemiol. 2008;29:709–715. doi: 10.1086/589582. [DOI] [PubMed] [Google Scholar]
- 8.Huang SS, Datta R, Platt R. Risk of acquiring antibiotic-resistant bacteria from prior room occupants. Arch Intern Med. 2006;166:1945–1951. doi: 10.1001/archinte.166.18.1945. [DOI] [PubMed] [Google Scholar]
- 9.Kac G, Podglajen I, Vaupre S, Colardelle N, Buu-Hof A, Gut-mann L. Molecular epidemiology of extended-spectrum β-lactamase-producing Enterobacteriaceae isolated from environmental and clinical specimens in a cardiac surgery intensive care unit. Infect Control Hosp Epidemiol. 2004;25:852–855. doi: 10.1086/502308. [DOI] [PubMed] [Google Scholar]
- 10.Hobson RP, MacKenzie FM, Gould IM. An outbreak of multiply-resistant Klebsiella pneumoniae in the Grampian region of Scotland. J Hosp Infect. 1996;33:249–262. doi: 10.1016/s0195-6701(96)90011-0. [DOI] [PubMed] [Google Scholar]
- 11.Harris AD, Kotetishvili M, Shurland S, et al. How important is patient-to-patient transmission in extended-spectrum β-lactamase Escherichia coli acquisition. Am J Infect Control. 2007;35:97–101. doi: 10.1016/j.ajic.2006.09.011. [DOI] [PubMed] [Google Scholar]
- 12.Harris AD, Perencevich EN, Johnson JK, et al. Patient-to-patient transmission is important in extended-spectrum β-lactamase-producing Klebsiella pneumoniae acquisition. Clin Infect Dis. 2007;45:1347–1350. doi: 10.1086/522657. [DOI] [PubMed] [Google Scholar]
- 13.Lautenbach E, Harris AD, Perencevich EN, Nachamkin I, Tolomeo P, Metlay JP. Test characteristics of peri-rectal and rectal swab compared to stool sample for detection of fluoroquinolone-resistant Escherichia coli in the gastrointestinal tract. Antimicrob Agents Chemother. 2005;49:798–800. doi: 10.1128/AAC.49.2.798-800.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Sehulster L, Chinn RY, Centers for Disease Control and Prevention (CDC) Healthcare Infection Control Practices Advisory Committee (HICPAC) Guidelines for environmental infection control in health-care facilities: recommendations of the CDC and HICPAC. MMWR Recomm Rep. 2003;52:1–42. [PubMed] [Google Scholar]
- 15.McGregor JC, Kim PW, Perencevich EN, et al. Utility of the chronic disease score and Charlson comorbidity index as comorbidity measures for use in epidemiologic studies of antibiotic-resistant organisms. Am J Epidemiol. 2005;161:483–493. doi: 10.1093/aje/kwi068. [DOI] [PubMed] [Google Scholar]
- 16.Furuno JP, Harris AD, Wright MO, et al. Prediction rules to identify patients with methicillin-resistant Staphylococcus aureus and vancomycin-resistant enterococci upon hospital admission. Am J Infect Control. 2004;32:436–440. doi: 10.1016/j.ajic.2004.03.009. [DOI] [PubMed] [Google Scholar]
- 17.Furuno JP, McGregor JC, Harris AD, et al. Prevalence of methicillin-resistant Staphylococcus aureus and Acinetobacter baumannii in a long-term care facility. Arch Intern Med. 2006;166(5):580–585. [Google Scholar]
- 18.Deyo RA, Cherkin DC, Ciol MA. Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992;45:613–619. doi: 10.1016/0895-4356(92)90133-8. [DOI] [PubMed] [Google Scholar]
- 19.Bonten MJ, Slaughter S, Ambergen AW, et al. The role of “colonization pressure” in the spread of vancomycin-resistant enterococci: an important infection control variable. Arch Intern Med. 1998;158:1127–1132. doi: 10.1001/archinte.158.10.1127. [DOI] [PubMed] [Google Scholar]
- 20.Clinical and Laboratory Standards Institute . Performance standards for antimicrobial susceptibility testing: 19th informational supplement. Clinical and Laboratory Standards Institute; 2009. [Google Scholar]
- 21.Johnson JK, Smith G, Lee MS, et al. The role of patient-to-patient transmission in the acquisition of imipenem-resistant Pseudomonas aeruginosa colonization in the intensive care unit. J Infect Dis. 2009;200:900–905. doi: 10.1086/605408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Tenover FC, Arbeit RD, Goering RV, et al. Interpreting chromosomal DNA restriction patterns produced by pulsed-field gel electrophoresis: criteria for bacterial strain typing. J Clin Microbiol. 1995;33:2233–2239. doi: 10.1128/jcm.33.9.2233-2239.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Williams RL. A note on robust variance estimation for cluster-correlated data. Biometrics. 2000;56:645–646. doi: 10.1111/j.0006-341x.2000.00645.x. [DOI] [PubMed] [Google Scholar]
- 24.D'Agata E, Venkataraman L, DeGirolami P, Weigel L, Samore M, Tenover F. The molecular and clinical epidemiology of Enterobacteriaceae-producing extended-spectrum β-lactamase in a tertiary care hospital. J Infect. 1998;36:279–285. doi: 10.1016/s0163-4453(98)94171-8. [DOI] [PubMed] [Google Scholar]
- 25.Harris AD, McGregor JC, Johnson JA, et al. Risk factors for colonization with extended-spectrum β-lactamase-producing bacteria and intensive care unit admission. Emerg Infect Dis. 2007;13:1144–1149. doi: 10.3201/eid1308.070071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Ben-Ami R, Schwaber MJ, Navon-Venezia S, et al. Influx of extended-spectrum β-lactamase-producing Enterobacteriaceae into the hospital. Clin Infect Dis. 2006;42:925–934. doi: 10.1086/500936. [DOI] [PubMed] [Google Scholar]
- 27.Pessoa-Silva CL, Meurer Moreira B, Camara Almeida V, et al. Extended-spectrum β-lactamase-producing Klebsiella pneumoniae in a neonatal intensive care unit: risk factors for infection and colonization. J Hosp Infect. 2003;53:198–206. doi: 10.1053/jhin.2002.1373. [DOI] [PubMed] [Google Scholar]
- 28.Bisson G, Fishman NO, Patel JB, Edelstein PH, Lautenbach E. Extended-spectrum β-lactamase-producing Escherichia coli and Klebsiella species: risk factors for colonization and impact of antimicrobial formulary interventions on colonization prevalence. Infect Control Hosp Epidemiol. 2002;23:254–260. doi: 10.1086/502045. [DOI] [PubMed] [Google Scholar]
- 29.Ariffin H, Navaratnam P, Mohamed M, et al. Ceftazidime-resistant Klebsiella pneumoniae bloodstream infection in children with febrile neutropenia. Int J Infect Dis. 2000;4:21–25. doi: 10.1016/s1201-9712(00)90061-4. [DOI] [PubMed] [Google Scholar]
- 30.Wiener J, Quinn JP, Bradford PA, et al. Multiple antibiotic-resistant Klebsiella and Escherichia coli in nursing homes. JAMA. 1999;281:517–523. doi: 10.1001/jama.281.6.517. [DOI] [PubMed] [Google Scholar]
- 31.Soulier A, Barbut F, Ollivier JM, Petit JC, Lienhart A. Decreased transmission of enterobacteriaceae with extended-spectrum β-lactamases in an intensive care unit by nursing reorganization. J Hosp Infect. 1995;31:89–97. doi: 10.1016/0195-6701(95)90163-9. [DOI] [PubMed] [Google Scholar]
- 32.Ajao AO, Harris AD, Roghmann MC, et al. Systematic review of measurement and adjustment for colonization pressure in studies of methicillin-resistant Staphylococcus aureus, vancomycin-resistant enterococci, and Clostridium difficile acquisition. Infect Control Hosp Epidemiol. 2011;32:481–489. doi: 10.1086/659403. [DOI] [PMC free article] [PubMed] [Google Scholar]