Abstract
We analyzed the effect of antimicrobial use and implementation of a hand hygiene program on the incidence of healthcare-associated infections (HAIs) and healthcare-associated methicillin-resistant Staphylococcus aureus (HA-MRSA) infections at the Chung Shan Medical University Hospital (Taichung, Taiwan). Monthly data were retrospectively reviewed from January 2004 to December 2010. Use of antimicrobials and alcohol-based hand cleaner were separately regressed against the incidences of HAIs and HA-MRSA infections. Infection incidence was expressed as persons per 1000 patient days (PDs), monthly use of i.v. antibiotics was expressed as defined daily doses per 1000 PDs and monthly alcohol-based hand cleaner use was expressed as bottle per 1000 PDs. Multivariate analysis indicated that use of hand cleaner was associated with reduced incidence of HAIs (P=0.0001) and HA-MRSA infections (P<0.0001). Time-series analysis indicated that increased use of hand cleaner was significantly associated with significant decreases in the incidences of HAIs and HA-MRSA infections. Total antibiotic use had no significant effect on HAIs, but was associated with more HA-MRSA infections. In addition, the use of J01CR01 antibiotics (combinations of penicillins, including β-lactamase inhibitors) in particular was correlated with significantly increased incidence of HA-MRSA infections. Our forecasting model demonstrates the efficacy of a hand hygiene program and the need to limit the use of certain restricted antimicrobials in order to reduce the incidence of HAIs and HA-MRSA infections.
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References
Richet, H. M., Mohammed, J., McDonald, L. C. & Jarvis, W. R. Building communication networks: international network for the study and prevention of emerging antimicrobial resistance. Emerg. Infect. Dis. 7, 319–322 (2001).
Lee, Y. T. et al. Decline in the incidence of healthcare-associated methicillin-resistant Staphylococcus aureus (HA-MRSA) correlates with deceased antimicrobial consumption at a tertiary care hospital in Taiwan, 2001-2009. Int. J. Antimicrob. Agents 36, 523–530 (2010).
Boucher, H. W. & Corey, G. R. Epidemiology of methicillin-resistant Staphylococcus aureus. Clin. Infect. Dis. 46, S344–S349 (2008).
Appelbaum, P. C. MRSA-the tip of the iceberg. Clin. Microb. Infect. 12, 3–10 (2006).
Klevens, R. M. et al. System NNIS: changes in the epidemiology of methicillin-resistant Staphylococcus aureus in intensive care units in US hospitals, 1992–2003. Clin. Infect. Dis. 42, 389–391 (2006).
Chen, M. L. et al. Longitudinal analysis of methicillin-resistant Staphylococcus aureus isolates at a teaching hospital in Taiwan. J. Formos. Med. Assoc. 98, 426–432 (1999).
Hsueh, P. R., Liu, C. Y. & Luh, K. T. Current status of antimicrobial resistance in Taiwan. Emerg. Infect. Dis. 8, 132–137 (2002).
Lai, C. C. et al. Correlation between antimicrobial consumption and resistance among Staphylococcus aureus and enterococci causing healthcare-associated infections at a university hospital in Taiwan from 2000 to 2009. Eur. J. Clin. Microbiol. Infect. Dis. 30, 265–271 (2010).
Clinical and Laboratory Standards Institute Performance Standards for Antimicrobial Susceptibility Tests. Approved Standard 9th Edition M2-A9 Wayne, PA, CLSI (2006).
Monnet, D. L. Measuring antimicrobial use: the way forward. Clin. Infect. Dis. 44, 671–673 (2007).
Herwaldt, L. A. Control of methicillin-resistant Staphylococcus aureus in the hospital setting. Am. J. Med. 106, S11–S18 (1999).
Cipolla, D., Giuffrè, M., Mammina, C. & Corsello, G. Prevention of nosocomial infections and surveillance of emerging resistances in NICU. J. Matern. Fetal Neonatal Med. 24, 23–6 (2011).
Lucet, J. C., Chevret, S., Durand-Zaleski, I., Chastang, C. & Regnier, B. . for the Multicenter Study Group. Prevalence and risk factors for carriage of methicillin-resistant Staphylococcus aureus at admission to the intensive care unit: results of a multicenter study. Arch. Intern. Med. 163, 181–188 (2003).
Weinstein, R. A. Controlling antimicrobial resistance in hospitals: infection control and use of antibiotics. Emerg. Infect. Dis. 7, 188–192 (2001).
Harris, A. D., McGregor, J. C. & Furuno, J. P. What infection control interventions should be undertaken to control multidrug-resistant gram-negative bacteria? Clin Infect Dis 43, S57–S61 (2006).
Ernst, E. J et al. Recommendations for training and certification for pharmacists practicing, mentoring, and educating in infectious diseases pharmacotherapy. Pharmacotherapy 29, 482–8 (2009).
Goff, D. A. Antimicrobial stewardship: bridging the gap between quality care and cost. Curr. Opin. Infect. Dis. 24, S11–20 (2011).
Cookson, B. et al. Staff carriage of epidemic methicillin-resistant Staphylococcus aureus. J. Clin. Microbiol. 27, 1471–1476 (1989).
Alp, E. et al. Importance of structured training programs and good role models in hand hygiene in developing countries. J. Infect. Public Health 4, 80–90 (2011).
Cook, P. P., Catrou, P. G., Christie, J. D., Young, P. D. & Polk, R. E. Reduction in broad-spectrum antimicrobial use associated with no improvement in hospital antibiogram. J. Antimicrob. Chemother. 53, 853–859 (2004).
Mouton, R. P. et al. Correlations between consumption of antibiotics and methicillin resistance in coagulase negative staphylococci. J. Antimicrob. Chemother. 26, 573–583 (1990).
Monnet, D. L. Methicillin-resistant Staphylococcus aureus and its relationship to antimicrobial use: possible implications for control. Infect. Control Hosp. Epidemiol. 19, 552–559 (1998).
Tacconelli, E., De Angelis, G., Cataldo, M. A., Pozzi, E. & Cauda, R. Does antibiotic exposure increase the risk of methicillin-resistant Staphylococcus aureus (MRSA) isolation? A systematic review and meta-analysis. J. Antimicrob. Chemother. 61, 26–38 (2008).
MacDougall, C. & Polk, R. E. Antimicrobial stewardship programs in health care systems. Clin. Microbiol. Rev. 18, 638–656 (2005).
Monnet, D. L. et al. Making sense of antimicrobial use and resistance surveillance data: application of ARIMA and transfer function models. Clin. Microbial. Infect. 7, 29–36 (2001).
Helfenstein, U. Box-jenkins modelling in medical research. Stat. Methods Med. Res. 5, 3–22 (1996).
López-Lozano, J. M. et al. Modelling and forecasting antimicrobial resistance and its dynamic relationship to antimicrobial use: a time series analysis. Int. J. Antimicrob. Agents 14, 21–31 (2000).
Acknowledgements
The study was supported by the Chung Shan Medical University Hospital Grant No. CSH-2009-C-004.
Author contributions: We declare that all the listed authors have participated actively in the study and all meet the requirements of the authorship. Dr YT Lee designed the study and wrote the protocol, Dr HC Hung and SM Tsao performed the study, Dr MC Lee and HJ Huang managed the literature searches and analyses, Dr SC Chen and HC Lin undertook the statistical analysis and Dr YT Lee wrote the first draft of the manuscript.
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Lee, YT., Chen, SC., Lee, MC. et al. Time-series analysis of the relationship of antimicrobial use and hand hygiene promotion with the incidence of healthcare-associated infections. J Antibiot 65, 311–316 (2012). https://doi.org/10.1038/ja.2012.20
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DOI: https://doi.org/10.1038/ja.2012.20
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