Skip to main content
Top
Published in: BMC Infectious Diseases 1/2017

Open Access 01-12-2017 | Research article

Assessing the effect of patient screening and isolation on curtailing Clostridium difficile infection in hospital settings

Authors: Sara Maghdoori, Seyed M. Moghadas

Published in: BMC Infectious Diseases | Issue 1/2017

Login to get access

Abstract

Background

Patient screening at the time of hospital admission is not recommended as a routine practice, but may be an important strategy for containment of Clostridium difficile infection (CDI) in hospital settings. We sought to investigate the effect of patient screening in the presence of asymptomatic carriers and in the context of imperfect patient isolation.

Methods

We developed and parameterized a stochastic simulation model for the transmission dynamics of CDI in a hospital ward.

Results

We found that the transmission of CDI in the hospital, either through asymptomatic carriers or as a results of ineffective implementation of infection control practices, at the time of hospital admission. The results show that, for a sufficiently high reproduction number of CDI, the disease can persist within a hospital setting in the presence of in-ward transmission, even when there are no asymptomatically colonized patients at the time of hospital admission.

Conclusions

Our findings have significant public health and clinical implications, especially in light of the emergence and community spread of hypervirulent CDI strains with enhanced transmission rates and toxin production. Rapid detection of colonized patients remains an important component of CDI control, especially in the context of asymptomatic transmission. Screening of in-hospital patients with potential exposure to colonized patients or contaminated environment and equipment can help reduce the rates of silent transmission of CDI through asymptomatic carriers.
Appendix
Available only for authorised users
Literature
1.
go back to reference He M, Miyajima F, Roberts P, et al. Emergence and global spread of epidemic healthcare associated Clostridium Difficile. Nat Genetics. 2013;45:109–13.CrossRefPubMed He M, Miyajima F, Roberts P, et al. Emergence and global spread of epidemic healthcare associated Clostridium Difficile. Nat Genetics. 2013;45:109–13.CrossRefPubMed
2.
go back to reference Dubberke ER, Butler AM, Reske KA, et al. Attributable outcomes of endemic Clostridium Difficile-associated disease in nonsurgical patients. Emerg Infect Dis. 2008;14(7):1031–38. Dubberke ER, Butler AM, Reske KA, et al. Attributable outcomes of endemic Clostridium Difficile-associated disease in nonsurgical patients. Emerg Infect Dis. 2008;14(7):1031–38.
3.
go back to reference Daneman N, Guttmann A, Wang X, Ma X, Gibson D, Stukel TA. The association of hospital prevention processes and patient risk factors with the risk of Clostridium Difficile infection: a population-based cohort study. BMJ Quality Safety. 2015;24(7)435–43. Daneman N, Guttmann A, Wang X, Ma X, Gibson D, Stukel TA. The association of hospital prevention processes and patient risk factors with the risk of Clostridium Difficile infection: a population-based cohort study. BMJ Quality Safety. 2015;24(7)435–43.
4.
go back to reference Khanna S, Pardi DS, Aronson SL, et al. The epidemiology of community-acquired Clostridium Difficile infection: a population-based study. Am J Gastroenterology. 2012;107:89–95.CrossRef Khanna S, Pardi DS, Aronson SL, et al. The epidemiology of community-acquired Clostridium Difficile infection: a population-based study. Am J Gastroenterology. 2012;107:89–95.CrossRef
6.
go back to reference Lessa FC, Mu Y, Bamberg WM, et al. Burden of Clostridium Difficile infection in the United States. New Engl J Med. 2015;372:825–34.CrossRefPubMed Lessa FC, Mu Y, Bamberg WM, et al. Burden of Clostridium Difficile infection in the United States. New Engl J Med. 2015;372:825–34.CrossRefPubMed
7.
go back to reference Kuijper EJ, Coignard B, Tüll P. Emergence of Clostridium Difficile-associated disease in North America and Europe. Clin Microb Infect. 2006;12:2–18.CrossRef Kuijper EJ, Coignard B, Tüll P. Emergence of Clostridium Difficile-associated disease in North America and Europe. Clin Microb Infect. 2006;12:2–18.CrossRef
8.
go back to reference Nanwa N, Kendzerska T, Krahn M, et al. The economic impact of Clostridium Difficile infection: a systematic review. Am J Gastroenterology. 2015;110:511–9.CrossRef Nanwa N, Kendzerska T, Krahn M, et al. The economic impact of Clostridium Difficile infection: a systematic review. Am J Gastroenterology. 2015;110:511–9.CrossRef
9.
go back to reference McGlone SM, Bailey RR, Zimmer SM, et al. The economic burden of Clostridium Difficile. Clin Microb Infect. 2012;18:282–9.CrossRef McGlone SM, Bailey RR, Zimmer SM, et al. The economic burden of Clostridium Difficile. Clin Microb Infect. 2012;18:282–9.CrossRef
10.
go back to reference Vindigni SM, Surawicz CM. C. difficile Infection: changing epidemiology and management paradigms. Clin Translat Gastroenterology. 2015;6:e99.CrossRef Vindigni SM, Surawicz CM. C. difficile Infection: changing epidemiology and management paradigms. Clin Translat Gastroenterology. 2015;6:e99.CrossRef
11.
go back to reference O'Connor JR, Johnson S, Gerding DN. Clostridium Difficile infection caused by the epidemic BI/NAP1/027 strain. Gastroenterology. 2009;136:1913–24.CrossRefPubMed O'Connor JR, Johnson S, Gerding DN. Clostridium Difficile infection caused by the epidemic BI/NAP1/027 strain. Gastroenterology. 2009;136:1913–24.CrossRefPubMed
12.
go back to reference Dubberke ER, Carling P, Carrico R, et al. Strategies to prevent Clostridium Difficile infections in acute care hospitals: 2014 update. Infect Control Hosp Epidemiol. 2014;35:S48–65.CrossRefPubMed Dubberke ER, Carling P, Carrico R, et al. Strategies to prevent Clostridium Difficile infections in acute care hospitals: 2014 update. Infect Control Hosp Epidemiol. 2014;35:S48–65.CrossRefPubMed
13.
go back to reference Surawicz CM, Brandt LJ, Binion DG, et al. Guidelines for diagnosis, treatment, and prevention of Clostridium Difficile infections. Am J Gastroenterology. 2013;108:478–98.CrossRef Surawicz CM, Brandt LJ, Binion DG, et al. Guidelines for diagnosis, treatment, and prevention of Clostridium Difficile infections. Am J Gastroenterology. 2013;108:478–98.CrossRef
14.
go back to reference Lanzas C, Dubberke ER, Lu Z, Reske KA, Gröhn YT. Epidemiological model for Clostridium Difficile transmission in healthcare settings. Infect Control Hosp Epidemiol. 2011;32:553–61.CrossRefPubMedPubMedCentral Lanzas C, Dubberke ER, Lu Z, Reske KA, Gröhn YT. Epidemiological model for Clostridium Difficile transmission in healthcare settings. Infect Control Hosp Epidemiol. 2011;32:553–61.CrossRefPubMedPubMedCentral
15.
go back to reference Yakob L, Riley TV, Paterson DL, Marquess J, Clements AC. Assessing control bundles for Clostridium Difficile: a review and mathematical model. Emerg Microb Infect. 2014;3:e43.CrossRef Yakob L, Riley TV, Paterson DL, Marquess J, Clements AC. Assessing control bundles for Clostridium Difficile: a review and mathematical model. Emerg Microb Infect. 2014;3:e43.CrossRef
16.
go back to reference Starr JM, Campbell A, Renshaw E, Poxton IR, Gibson GJ. Spatio-temporal stochastic modelling of Clostridium Difficile. J Hosp Infect. 2009;71:49–56.CrossRefPubMed Starr JM, Campbell A, Renshaw E, Poxton IR, Gibson GJ. Spatio-temporal stochastic modelling of Clostridium Difficile. J Hosp Infect. 2009;71:49–56.CrossRefPubMed
17.
go back to reference Durham DP, Olsen MA, Dubberke ER, Galvani AP, Townsend JP. Quantifying transmission of Clostridium Difficile within and outside healthcare settings. Emerg Infect Dis. 2016;22:608.CrossRefPubMedPubMedCentral Durham DP, Olsen MA, Dubberke ER, Galvani AP, Townsend JP. Quantifying transmission of Clostridium Difficile within and outside healthcare settings. Emerg Infect Dis. 2016;22:608.CrossRefPubMedPubMedCentral
18.
go back to reference Gingras G, Guertin MH, Laprise JF, Drolet M, Brisson M. Mathematical modeling of the transmission dynamics of Clostridium Difficile infection and colonization in healthcare settings: a systematic review. PLoS One. 2016;11:e0163880.CrossRefPubMedPubMedCentral Gingras G, Guertin MH, Laprise JF, Drolet M, Brisson M. Mathematical modeling of the transmission dynamics of Clostridium Difficile infection and colonization in healthcare settings: a systematic review. PLoS One. 2016;11:e0163880.CrossRefPubMedPubMedCentral
19.
go back to reference Kociolek LK, Gerding DN. Breakthroughs in the treatment and prevention of Clostridium Difficile infection. Nat Rev Gastroenterol Hepatol. 2016;13:150–60.CrossRefPubMed Kociolek LK, Gerding DN. Breakthroughs in the treatment and prevention of Clostridium Difficile infection. Nat Rev Gastroenterol Hepatol. 2016;13:150–60.CrossRefPubMed
20.
go back to reference Longtin Y, Paquet-Bolduc B, Gilca R, et al. Effect of detecting and isolating Clostridium Difficile carriers at hospital admission on the incidence of c difficile infections: a quasi-experimental controlled study. JAMA Intern Med. 2016;176:796–804.CrossRefPubMed Longtin Y, Paquet-Bolduc B, Gilca R, et al. Effect of detecting and isolating Clostridium Difficile carriers at hospital admission on the incidence of c difficile infections: a quasi-experimental controlled study. JAMA Intern Med. 2016;176:796–804.CrossRefPubMed
21.
go back to reference Furuya-Kanamori L, Marquess J, Yakob L, et al. Asymptomatic Clostridium Difficile colonization: epidemiology and clinical implications. BMC Infect Dis. 2015;15:516.CrossRefPubMedPubMedCentral Furuya-Kanamori L, Marquess J, Yakob L, et al. Asymptomatic Clostridium Difficile colonization: epidemiology and clinical implications. BMC Infect Dis. 2015;15:516.CrossRefPubMedPubMedCentral
22.
go back to reference Yakob L, Riley TV, Paterson DL, Clements AC. Clostridium Difficile exposure as an insidious source of infection in healthcare settings: an epidemiological model. BMC Infect Dis. 2013;13:376.CrossRefPubMedPubMedCentral Yakob L, Riley TV, Paterson DL, Clements AC. Clostridium Difficile exposure as an insidious source of infection in healthcare settings: an epidemiological model. BMC Infect Dis. 2013;13:376.CrossRefPubMedPubMedCentral
23.
go back to reference Kelly CP, Kyne L. The host immune response to Clostridium Difficile. J Med Microb. 2011;60:1070–9.CrossRef Kelly CP, Kyne L. The host immune response to Clostridium Difficile. J Med Microb. 2011;60:1070–9.CrossRef
24.
go back to reference Brown KA, Khanafer N, Daneman N, Fisman DN. Meta-analysis of antibiotics and the risk of community-associated Clostridium Difficile infection. Antimicrob Agents Chemother. 2013;57:2326–32.CrossRefPubMedPubMedCentral Brown KA, Khanafer N, Daneman N, Fisman DN. Meta-analysis of antibiotics and the risk of community-associated Clostridium Difficile infection. Antimicrob Agents Chemother. 2013;57:2326–32.CrossRefPubMedPubMedCentral
25.
go back to reference Deneve C, Janoir C, Poilane I, Fantinato C, Collignon A. New trends in Clostridium Difficile virulence and pathogenesis. Intern J Antimicrob Agents. 2009;33:S24–8.CrossRef Deneve C, Janoir C, Poilane I, Fantinato C, Collignon A. New trends in Clostridium Difficile virulence and pathogenesis. Intern J Antimicrob Agents. 2009;33:S24–8.CrossRef
26.
go back to reference To KB, Napolitano LM. Clostridium Difficile infection: update on diagnosis, epidemiology, and treatment strategies. Surg Infect. 2014;15:490–502.CrossRef To KB, Napolitano LM. Clostridium Difficile infection: update on diagnosis, epidemiology, and treatment strategies. Surg Infect. 2014;15:490–502.CrossRef
27.
go back to reference McFarland LV, Surawicz CM, Rubin M, Fekety R, Elmer GW, Greenberg RN. Recurrent Clostridium Difficile disease: epidemiology and clinical characteristics. Infect Control Hosp Epidemiol. 1999;20:43–50.CrossRefPubMed McFarland LV, Surawicz CM, Rubin M, Fekety R, Elmer GW, Greenberg RN. Recurrent Clostridium Difficile disease: epidemiology and clinical characteristics. Infect Control Hosp Epidemiol. 1999;20:43–50.CrossRefPubMed
28.
go back to reference Crobach MJ, Planche T, Eckert C, Barbut F, Terveer EM, Dekkers OM, et al. European Society of Clinical Microbiology and Infectious Diseases: update of the diagnostic guidance document for Clostridium Difficile infection. Clin Microbiol Infect. 2016;22:S63–81.CrossRefPubMed Crobach MJ, Planche T, Eckert C, Barbut F, Terveer EM, Dekkers OM, et al. European Society of Clinical Microbiology and Infectious Diseases: update of the diagnostic guidance document for Clostridium Difficile infection. Clin Microbiol Infect. 2016;22:S63–81.CrossRefPubMed
29.
go back to reference Gerding DN, File TM Jr, LC MD. Diagnosis and treatment of Clostridium Difficile infection. Infect Dis Clin Practice. 2016;24:3–10.CrossRef Gerding DN, File TM Jr, LC MD. Diagnosis and treatment of Clostridium Difficile infection. Infect Dis Clin Practice. 2016;24:3–10.CrossRef
30.
go back to reference Peterson LR, Mehta MS, Patel PA, Hacek DM, Harazin M, Nagwekar PP, et al. Laboratory testing for Clostridium Difficile infection. Am J Clin Pathol. 2011;136:372–80.CrossRefPubMed Peterson LR, Mehta MS, Patel PA, Hacek DM, Harazin M, Nagwekar PP, et al. Laboratory testing for Clostridium Difficile infection. Am J Clin Pathol. 2011;136:372–80.CrossRefPubMed
31.
go back to reference Sewell B, Rees E, Thomas I, Ch’ng CL, Isaac M, Berry N. Cost and impact on patient length of stay of rapid molecular testing for clostridium difficile. Infect Dis Therapy. 2014;3:281–93.CrossRef Sewell B, Rees E, Thomas I, Ch’ng CL, Isaac M, Berry N. Cost and impact on patient length of stay of rapid molecular testing for clostridium difficile. Infect Dis Therapy. 2014;3:281–93.CrossRef
32.
go back to reference Eastwood K, Else P, Charlett A, Wilcox M. Comparison of nine commercially available Clostridium Difficile toxin detection assays, a real-time PCR assay for C. difficile tcdB, and a glutamate dehydrogenase detection assay to cytotoxin testing and cytotoxigenic culture methods. J Clin Microbiol. 2009;47:3211–7.CrossRefPubMedPubMedCentral Eastwood K, Else P, Charlett A, Wilcox M. Comparison of nine commercially available Clostridium Difficile toxin detection assays, a real-time PCR assay for C. difficile tcdB, and a glutamate dehydrogenase detection assay to cytotoxin testing and cytotoxigenic culture methods. J Clin Microbiol. 2009;47:3211–7.CrossRefPubMedPubMedCentral
33.
go back to reference Van den Driessche P, Watmough J. Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Math Biosci. 2002;180:29–48.CrossRefPubMed Van den Driessche P, Watmough J. Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Math Biosci. 2002;180:29–48.CrossRefPubMed
34.
go back to reference Norén T, Åkerlund T, Bäck E, Sjöberg L, Persson I, Alriksson I, et al. Molecular epidemiology of hospital-associated and community-acquired Clostridium Difficile infection in a Swedish county. J Clin Microbiol. 2004;42:3635–43.CrossRefPubMedPubMedCentral Norén T, Åkerlund T, Bäck E, Sjöberg L, Persson I, Alriksson I, et al. Molecular epidemiology of hospital-associated and community-acquired Clostridium Difficile infection in a Swedish county. J Clin Microbiol. 2004;42:3635–43.CrossRefPubMedPubMedCentral
35.
go back to reference Chitnis AS, Holzbauer SM, Belflower RM, Winston LG, Bamberg WM, Lyons C, et al. Epidemiology of community-associated Clostridium Difficile infection, 2009 through 2011. JAMA Intern Med. 2013;173:1359–67.CrossRefPubMed Chitnis AS, Holzbauer SM, Belflower RM, Winston LG, Bamberg WM, Lyons C, et al. Epidemiology of community-associated Clostridium Difficile infection, 2009 through 2011. JAMA Intern Med. 2013;173:1359–67.CrossRefPubMed
36.
go back to reference MacDougall C, Polk RE. Variability in rates of use of antibacterials among 130 US hospitals and risk-adjustment models for interhospital comparison. Infect Control Hosp Epidemiol. 2008;29:203–11.CrossRefPubMed MacDougall C, Polk RE. Variability in rates of use of antibacterials among 130 US hospitals and risk-adjustment models for interhospital comparison. Infect Control Hosp Epidemiol. 2008;29:203–11.CrossRefPubMed
37.
go back to reference Rafii F, Sutherland JB, Cerniglia CE. Effects of treatment with antimicrobial agents on the human colonic microflora. Therap Clin Risk Manag. 2008;2008:1343.CrossRef Rafii F, Sutherland JB, Cerniglia CE. Effects of treatment with antimicrobial agents on the human colonic microflora. Therap Clin Risk Manag. 2008;2008:1343.CrossRef
38.
go back to reference Slimings C, Riley TV. Antibiotics and hospital-acquired Clostridium Difficile infection: update of systematic review and meta-analysis. J Antimicrob Chemother. 2014;69:881–991.CrossRefPubMed Slimings C, Riley TV. Antibiotics and hospital-acquired Clostridium Difficile infection: update of systematic review and meta-analysis. J Antimicrob Chemother. 2014;69:881–991.CrossRefPubMed
39.
go back to reference Martin JS, Monaghan TM, Wilcox MH. Clostridium Difficile infection: epidemiology, diagnosis and understanding transmission. Nat Rev Gastroenterol Hepatol. 2016;13:206–16.CrossRefPubMed Martin JS, Monaghan TM, Wilcox MH. Clostridium Difficile infection: epidemiology, diagnosis and understanding transmission. Nat Rev Gastroenterol Hepatol. 2016;13:206–16.CrossRefPubMed
40.
go back to reference Sydnor ER, Perl TM. Hospital epidemiology and infection control in acute-care settings. Clin Microb Rev. 2011;24:141–73.CrossRef Sydnor ER, Perl TM. Hospital epidemiology and infection control in acute-care settings. Clin Microb Rev. 2011;24:141–73.CrossRef
41.
go back to reference Grigoras CA, Zervou FN, Zacharioudakis IM, Siettos CI, Mylonakis E. Isolation of C. difficile carriers alone and as part of a bundle approach for the prevention of Clostridium Difficile infection (CDI): a mathematical model based on clinical study data. PLoS One. 2016;11:e0156577.CrossRefPubMedPubMedCentral Grigoras CA, Zervou FN, Zacharioudakis IM, Siettos CI, Mylonakis E. Isolation of C. difficile carriers alone and as part of a bundle approach for the prevention of Clostridium Difficile infection (CDI): a mathematical model based on clinical study data. PLoS One. 2016;11:e0156577.CrossRefPubMedPubMedCentral
42.
go back to reference Planche T, Aghaizu A, Holliman R, Riley P, Poloniecki J, Breathnach A, et al. Diagnosis of Clostridium Difficile infection by toxin detection kits: a systematic review. Lancet Infect Dis. 2008;8:777–84.CrossRefPubMed Planche T, Aghaizu A, Holliman R, Riley P, Poloniecki J, Breathnach A, et al. Diagnosis of Clostridium Difficile infection by toxin detection kits: a systematic review. Lancet Infect Dis. 2008;8:777–84.CrossRefPubMed
43.
go back to reference Najafi M, Laskowski M, de Boer PT, Williams E, Chit A, Moghadas SM. The effect of individual movements and interventions on the spread of nosocomial infections in long-term care facilities, Med Dec Making (in press 2017). Najafi M, Laskowski M, de Boer PT, Williams E, Chit A, Moghadas SM. The effect of individual movements and interventions on the spread of nosocomial infections in long-term care facilities, Med Dec Making (in press 2017).
Metadata
Title
Assessing the effect of patient screening and isolation on curtailing Clostridium difficile infection in hospital settings
Authors
Sara Maghdoori
Seyed M. Moghadas
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2017
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-017-2494-6

Other articles of this Issue 1/2017

BMC Infectious Diseases 1/2017 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.