Abstract

Objectives

To update the evidence for associations between antibiotic classes and hospital-acquired Clostridium difficile infection (HA-CDI).

Methods

Electronic databases of journal articles, scholarly theses and conference proceedings using subject headings and keywords related to CDI and antibiotic exposure were searched. Observational epidemiological studies measuring associations between antibiotic classes and HA-CDI were eligible for inclusion. Pooled ORs and 95% CIs were calculated using a random effects model. Study factors identified a priori were examined as sources of heterogeneity. The quality of the studies was assessed using the Newcastle-Ottawa Scale.

Results

Of 569 citations identified, 13 case–control and 1 cohort study (15 938 patients) were included. The strongest associations were found for third-generation cephalosporins (OR = 3.20, 95% CI = 1.80–5.71; n = 6 studies; I2 = 79.2%), clindamycin (2.86, 2.04–4.02; n = 6; I2 = 28.5%), second-generation cephalosporins (2.23, 1.47–3.37; n = 6; I2 = 48.4%), fourth-generation cephalosporins (2.14, 1.30–3.52; n = 2; I2 = 0.0%), carbapenems (1.84, 1.26–2.68; n = 6; I2 = 0.0%), trimethoprim/sulphonamides (1.78, 1.04–3.05; n = 5; I2 = 70%), fluoroquinolones (1.66, 1.17–2.35; n = 10; I2 = 64%) and penicillin combinations (1.45, 1.05–2.02; n = 6; I2 = 54%). The study population and the timing of measurement of antibiotic exposure were the most common sources of heterogeneity. Study quality scored high for seven studies, moderate for six studies and low for one study.

Conclusions

The risk of HA-CDI remains greatest for cephalosporins and clindamycin, and their importance as inciting agents should not be minimized. The importance of fluoroquinolones should not be overemphasized, particularly if fluoroquinolone-resistant epidemic strains of C. difficile are absent.

Introduction

Clostridium difficile is the leading cause of healthcare facility (HCF)-associated diarrhoea, estimated to cost the USA more than $3 billion per year.1 Susceptibility to infection with C. difficile is induced by exposure to factors that disrupt gut microflora, most usually antibiotics that are commonly used in HCFs. Our earlier systematic review of the published literature up to 2001 found that clindamycin and third-generation cephalosporins were most strongly associated with HCF-associated C. difficile infection (HA-CDI).2

The rates of CDI in industrialized countries have risen with the emergence of the NAP1/RT027 strain in 2002, responsible for outbreaks of severe disease in North America and Europe.3,4 Although rates of community-associated CDI (CA-CDI) are also increasing worldwide, 70%–80% of cases are associated with exposure to an HCF.5 The aim of this study was to evaluate the associations between antibiotic classes and the risk of HA-CDI over the period January 2002 to December 2012.

Methods

A systematic review was conducted in March 2013. The PRISMA statement was used to guide the methodology and reporting of the study.6

Search strategy and selection criteria

Searches of the primary literature were conducted using Medline (PubMed, OvidSP) and Embase (OvidSP). Dissertations and theses were searched using WorldCat (www.worldcat.org), ProQuest Dissertations and Theses (PQDT; www.proquest.com), Electronic Theses Online Service (EThOS), Networked Digital Library of Theses and Dissertations (NDLTD; www.ndltd.org) and the National Library of Australia (Trove; www.trove.nla.gov.au). The Conference Proceedings Citation Index was searched using the Web of Science (incorporated 2003). The reference lists of the articles were examined.

All the searches were limited to studies published from 1 January 2002 to 31 December 2012 that reported on human participants. Primary literature searches were conducted using MeSH and Emtree terms and keywords in all fields: Clostridium difficile, diarrhea, diarrhoea, colitis, antibacterial agents, anti-infective agents, antibiotic, antimicrobial, case–control studies, cohort studies, retrospective studies and prospective studies (see the full search strategy in the Supplementary data at JAC Online). Searches of theses and dissertations used the terms Clostridium difficile, epidemiology and public health. Conference abstracts were searched using the terms Clostridium difficile, antibiotic, antimicrobial and risk factors.

Inclusion and exclusion criteria were developed using the Patients, Interventions, Comparisons and Outcomes approach.7 Studies were included in the review if they met the following criteria: observational studies conducted among hospital inpatients, measurement of antibiotic exposure, inclusion of a comparison group and outcome of HA-CDI. We excluded studies of cases only, studies assessing risk factors for severe disease, relapsing CDI or asymptomatic colonization and studies addressing CA-CDI or that did not properly exclude cases of community-acquired infection. Studies that did not examine specific antibiotics or antibiotic classes were also excluded. The review was limited to English-language studies, but non-English-language articles were included in searches and their abstracts were assessed for eligibility. Solely paediatric study populations were also excluded.

Screening and data abstraction

The abstracts were screened to eliminate irrelevant reports. Full-text articles of the remaining studies were assessed for eligibility. The authors of one study for which insufficient detail was presented were contacted; they were unable to provide the information and the study was excluded.8 Data were extracted by a single reviewer (C. S.). Study characteristics (citation, location, study period, study design, study population, case definition, antibiotic exposure, matching and adjustment method) were recorded. Data on the number of subjects (cases, non-cases, exposed or unexposed), unadjusted and adjusted effect sizes and 95% CIs were entered into an Excel spreadsheet. Antimicrobial agents were classified according to their therapeutic class: penicillins, cephalosporins, tetracyclines, trimethoprim/sulphonamides, macrolides, quinolones, aminoglycosides, lincosamides (clindamycin) and carbapenems. In studies that reported more than one exposure within each class, effect estimates were combined by taking the weighted average of the log ORs, with inverse variance weights.

Quality assessment

The quality of included studies was assessed based on the Newcastle-Ottawa Scale9 (see Table S1, available as Supplementary data at JAC Online), modified to represent issues specific to CDI.10 Study power was calculated from unadjusted effect sizes.

Statistical analysis

Analyses were undertaken using STATA v12.1 using the ‘metan’, ‘metabias’ and ‘metareg’ packages.11

A pooled random effects analysis using the DerSimonian-Laird approach12 was used to assess the risk of HA-CDI associated with antibiotic classes relative to no exposure. The most fully adjusted OR was used. A secondary analysis considered the risk associated with penicillin and cephalosporin subclasses. Estimates were weighted by the inverse of the variance. Heterogeneity of pooled effects was assessed using the I2 statistic;13 a P value <0.1 was defined as the presence of heterogeneity.7

Study factors identified a priori were explored as sources of heterogeneity using meta-regression consisting of: location (North America, Europe, Australia), study period (up to and including 2002, post-2002), whether it was conducted during a CDI outbreak, the time period of measurement of antibiotic exposure (during admission only, prior to admission and during admission), study quality (low, medium or high), number of key confounders considered (≤3, >3), the study sample (antibiotic exposed versus all inpatients) and the diagnostic test used [enzyme immunoassay (EIA) or other]. Sensitivity analyses were undertaken to explore causes of heterogeneity identified from meta-regression (P < 0.10).

Publication bias was assessed by generating funnel plots and tested used Egger's asymmetry test.

Results

A total of 569 non-duplicate records were screened for eligibility; 14 met the inclusion criteria, covering 15 938 patients (Figure 1).

Figure 1.

PRISMA flow diagram.

Description of included studies

There were 13 case–control studies and one cohort study (Table 1). Ten studies were conducted in North America, three in Europe and one in Australia, spanning the period 1996–2009; eight studies were conducted after 2002 and three of these were conducted during CDI outbreaks.4,14,15 The studies varied in size from 15 to 1142 cases of CDI. Most studies used hospital inpatients as their study population; four studies used an antibiotic exposed subpopulation.14,16–18 Although studies specifically based on paediatric populations were excluded, one study19 included patients aged >2 years.

Table 1.

Characteristics of 14 case–control and 1 cohort study assessing HA-CDI

Study citationData sourceStudy periodStudy populationAge, years cases/ controls, mean (SD)Male, %Case definitionControl definitionMatchingAdjustment methodAntibiotic exposureDefinition of HCF-acquisitionN cases/ non-cases
Asha 200619Leeds Teaching Hospitals, UKJun 2001– Apr 2002inpatients >2 yearsN/AN/ADiarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity)1. Diarrhoea and negative assay for C. difficile toxinage, gender, date, ward locationconditional logistic regressionsource not stated; 28 days prior to index date≥3 days after admission503/118a
2. Inpatients without diarrhoea (antibiotics previous 28 days)1: LOS, feeding tubes
2: LOS, antacids, feeding tubes, other antibiotics
Baxter 200816Kaiser Permanente of Northern California, USAJan 1998– Dec 2005inpatients; antibiotics previous 60 days69/6848Diarrhoea and positive test for C. difficile toxin; no history of CDI for 1 y [toxin A/B EIA (Meridian Premier)]inpatients with no positive test result for C. difficilehospital, date, DRG, LOSconditional logistic regression.pharmacy database; 60 days prior to index date≥3 days after admission1142/3351
16 hospitals, 106–330 bedsAge, sex, days in hospital, other antibiotics, proton pump inhibitors, medical costs, comorbidity
Hensgens 2012229 hospitals, NetherlandsMar 2006 –May 2009inpatients62 (21)/59 (21)52Diarrhoea and positive test for C. difficile toxin (various EIA)1. Diarrhoea and negative test for C. difficile toxinhospital, ward, dateconditional logistic regression.electronic medical information system; 3 months prior to index date≥2 days after admission or physicians request337/337a
2. inpatients without diarrhoeaAge, sex, comorbidity, other antibiotics
Kallen 200914Community hospital, USAJun 2005– May 2007inpatients; antibiotics previous 3 months77 (31–97)/ 68 (2–95)b44Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]patients hospitalized for at least 48 h; no CDI up to 30 days post dischargenonelogistic regression.pharmacy records; 3 months prior to index date≥48 h after admission100/100
Age, comorbidity, LOS, PPI use, NG tube use, tube feeding, other antibiotics
Loo 2005412 hospitals, Quebec, CanadaJan–Jun 2004inpatients75 (66–72)c51Diarrhoea and positive test for C. difficile toxin and/or a clinical diagnosis (various EIA and culture cytotoxicity)inpatients admitted and discharged during the same period; no known history of CDIage, Charlson Index, date, ward, length of time at riskconditional logistic regression.source not reported; 6 weeks prior to diagnosis≥72 h after admission or within 1 month of previous admission237/237
256–705 bedsage, sex, other antibiotics, no. of days at risk of CDI, comorbidity, chemotherapy, PPIs, histamine H2-blockers, enteral feeding
McCusker 200324Veterans Affairs Maryland Healthcare System, USAJan–Jun 2001inpatients72 (66–79) / 67 (56–79)c98Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Wampole))patients admitted for at least 48 h during the same 6 month period as the cases; no history of CDI and no receipt of oral metronidazoleunit of admission, length of time at riskconditional logistic regression.electronic medical records; 6 weeks prior to index date≥72 h after admission30/60
778 beds over four sitesother antibiotics, days at risk
Minson 200720615 bed non-academic urban medical facility, Nashville, USAOct 2005– Mar 2006inpatients > 18 years69/6341Diarrhoea and a positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients with no history of CDI (or metronidazole/ vancomycin use during admission)age, gender, length of time at risk, LOS in ICUnonesource not reported; previous 8 weeks≥72 h after admission27/54
Modena 200517Temple University Hospital, Philadelphia, USAAug 2003– Jun 2004inpatients; ≥5 days antibiotics57 (18)/60 (17)47Diarrhoea and positive test for C. difficile toxin (no history of CDI) [toxin A/B EIA (Wampole)]inpatients with other infectionsnonelogistic regression.medical and pharmacy records during index admissionantibiotics >5 days50/200
ICU, LOS
Muto 200525600 bed tertiary care teaching hospital, Pittsburg, USAJan 2000 – Apr 2001inpatients64 (17–95)/ 59 (16–93)b52signs and symptoms of CDI and positive test for C. difficile toxin (cell culture cytotoxicity)inpatients with no positive test for C. difficiledate of admission, service, LOSconditional logistic regression.electronic medical records; 28 days prior to diagnosis≥72 h after admission203/203
age, diabetes mellitus, transplantation, H2 blockers, PPIs
Polgreen 200715Small, rural hospital, Iowa, USAJan 2004– Apr 2004inpatients83b39Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Becton Dickinson)]inpatients admitted during the study periodage, sexconditional logistic regression.medical records; 6 weeks prior to admission≥48 h after admission15/45
LOS
Sundram 200921520 bed district general hospital, Surrey, EnglandMar 2006– Mar 2007inpatients (excluding paediatric)81(9)/ 80 (9)49Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients without diarrhoea and no history of CDIage, sex, ward, ASA score, LOSconditional logistic regression.medical records; 6 weeks prior to onset>48 h after admission97/97
Enteral feeding, any antibiotic exposure
Thomas 200323560 bed tertiary teaching hospital, Perth, AustraliaJan 1996 – Oct 1998inpatients72 (15–97)b46Diarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity or culture)inpatients without diarrhoea and no history of CDIage, gender, dateconditional logistic regressionmedical records; index admission>48 h after admission (or <48 h if previous admission within 7 days)149/310
GI procedures, comorbidity, LOS, other antibiotics
Vesta 200526225 bed teaching hospital, 400 bed community hospital, 400 bed Veterans Affairs hospital, Oklahoma, USAFeb 2000– Dec 2002inpatients56 (18–93)d57Diarrhoea and positive test for C. difficile toxin (no details given)inpatients with negative C. difficile toxin testhospital, sex, age, LOSnonemedical and pharmacy records; 42 days prior to diagnosis≥72 h after admission72/72
Stevens 201018 eTertiary care academic hospital, Rochester, NY, USAJan 2005– Dec 2005inpatients ≥18 years; ≥2 days of antibiotics59 (18–102)b49Positive test for C. difficile toxin; up to 60 days post discharge [toxin A/B EIA (Meridian Premier))N/AN/Amarginal Cox proportional hazardselectronic pharmacy records; index admission>2 days after admission and no CDI in 60 days prior to admission240/7552
age, comorbidity, GI procedures, units, LOS, antacids, laxatives, enemas
Study citationData sourceStudy periodStudy populationAge, years cases/ controls, mean (SD)Male, %Case definitionControl definitionMatchingAdjustment methodAntibiotic exposureDefinition of HCF-acquisitionN cases/ non-cases
Asha 200619Leeds Teaching Hospitals, UKJun 2001– Apr 2002inpatients >2 yearsN/AN/ADiarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity)1. Diarrhoea and negative assay for C. difficile toxinage, gender, date, ward locationconditional logistic regressionsource not stated; 28 days prior to index date≥3 days after admission503/118a
2. Inpatients without diarrhoea (antibiotics previous 28 days)1: LOS, feeding tubes
2: LOS, antacids, feeding tubes, other antibiotics
Baxter 200816Kaiser Permanente of Northern California, USAJan 1998– Dec 2005inpatients; antibiotics previous 60 days69/6848Diarrhoea and positive test for C. difficile toxin; no history of CDI for 1 y [toxin A/B EIA (Meridian Premier)]inpatients with no positive test result for C. difficilehospital, date, DRG, LOSconditional logistic regression.pharmacy database; 60 days prior to index date≥3 days after admission1142/3351
16 hospitals, 106–330 bedsAge, sex, days in hospital, other antibiotics, proton pump inhibitors, medical costs, comorbidity
Hensgens 2012229 hospitals, NetherlandsMar 2006 –May 2009inpatients62 (21)/59 (21)52Diarrhoea and positive test for C. difficile toxin (various EIA)1. Diarrhoea and negative test for C. difficile toxinhospital, ward, dateconditional logistic regression.electronic medical information system; 3 months prior to index date≥2 days after admission or physicians request337/337a
2. inpatients without diarrhoeaAge, sex, comorbidity, other antibiotics
Kallen 200914Community hospital, USAJun 2005– May 2007inpatients; antibiotics previous 3 months77 (31–97)/ 68 (2–95)b44Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]patients hospitalized for at least 48 h; no CDI up to 30 days post dischargenonelogistic regression.pharmacy records; 3 months prior to index date≥48 h after admission100/100
Age, comorbidity, LOS, PPI use, NG tube use, tube feeding, other antibiotics
Loo 2005412 hospitals, Quebec, CanadaJan–Jun 2004inpatients75 (66–72)c51Diarrhoea and positive test for C. difficile toxin and/or a clinical diagnosis (various EIA and culture cytotoxicity)inpatients admitted and discharged during the same period; no known history of CDIage, Charlson Index, date, ward, length of time at riskconditional logistic regression.source not reported; 6 weeks prior to diagnosis≥72 h after admission or within 1 month of previous admission237/237
256–705 bedsage, sex, other antibiotics, no. of days at risk of CDI, comorbidity, chemotherapy, PPIs, histamine H2-blockers, enteral feeding
McCusker 200324Veterans Affairs Maryland Healthcare System, USAJan–Jun 2001inpatients72 (66–79) / 67 (56–79)c98Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Wampole))patients admitted for at least 48 h during the same 6 month period as the cases; no history of CDI and no receipt of oral metronidazoleunit of admission, length of time at riskconditional logistic regression.electronic medical records; 6 weeks prior to index date≥72 h after admission30/60
778 beds over four sitesother antibiotics, days at risk
Minson 200720615 bed non-academic urban medical facility, Nashville, USAOct 2005– Mar 2006inpatients > 18 years69/6341Diarrhoea and a positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients with no history of CDI (or metronidazole/ vancomycin use during admission)age, gender, length of time at risk, LOS in ICUnonesource not reported; previous 8 weeks≥72 h after admission27/54
Modena 200517Temple University Hospital, Philadelphia, USAAug 2003– Jun 2004inpatients; ≥5 days antibiotics57 (18)/60 (17)47Diarrhoea and positive test for C. difficile toxin (no history of CDI) [toxin A/B EIA (Wampole)]inpatients with other infectionsnonelogistic regression.medical and pharmacy records during index admissionantibiotics >5 days50/200
ICU, LOS
Muto 200525600 bed tertiary care teaching hospital, Pittsburg, USAJan 2000 – Apr 2001inpatients64 (17–95)/ 59 (16–93)b52signs and symptoms of CDI and positive test for C. difficile toxin (cell culture cytotoxicity)inpatients with no positive test for C. difficiledate of admission, service, LOSconditional logistic regression.electronic medical records; 28 days prior to diagnosis≥72 h after admission203/203
age, diabetes mellitus, transplantation, H2 blockers, PPIs
Polgreen 200715Small, rural hospital, Iowa, USAJan 2004– Apr 2004inpatients83b39Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Becton Dickinson)]inpatients admitted during the study periodage, sexconditional logistic regression.medical records; 6 weeks prior to admission≥48 h after admission15/45
LOS
Sundram 200921520 bed district general hospital, Surrey, EnglandMar 2006– Mar 2007inpatients (excluding paediatric)81(9)/ 80 (9)49Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients without diarrhoea and no history of CDIage, sex, ward, ASA score, LOSconditional logistic regression.medical records; 6 weeks prior to onset>48 h after admission97/97
Enteral feeding, any antibiotic exposure
Thomas 200323560 bed tertiary teaching hospital, Perth, AustraliaJan 1996 – Oct 1998inpatients72 (15–97)b46Diarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity or culture)inpatients without diarrhoea and no history of CDIage, gender, dateconditional logistic regressionmedical records; index admission>48 h after admission (or <48 h if previous admission within 7 days)149/310
GI procedures, comorbidity, LOS, other antibiotics
Vesta 200526225 bed teaching hospital, 400 bed community hospital, 400 bed Veterans Affairs hospital, Oklahoma, USAFeb 2000– Dec 2002inpatients56 (18–93)d57Diarrhoea and positive test for C. difficile toxin (no details given)inpatients with negative C. difficile toxin testhospital, sex, age, LOSnonemedical and pharmacy records; 42 days prior to diagnosis≥72 h after admission72/72
Stevens 201018 eTertiary care academic hospital, Rochester, NY, USAJan 2005– Dec 2005inpatients ≥18 years; ≥2 days of antibiotics59 (18–102)b49Positive test for C. difficile toxin; up to 60 days post discharge [toxin A/B EIA (Meridian Premier))N/AN/Amarginal Cox proportional hazardselectronic pharmacy records; index admission>2 days after admission and no CDI in 60 days prior to admission240/7552
age, comorbidity, GI procedures, units, LOS, antacids, laxatives, enemas

N/A, not applicable; LOS, length of stay; DRG, diagnostic-related group; PPI, proton pump inhibitor; NG, nasogastric; ICU, intensive care unit; ASA, American Society of Anesthesiologists; GI, gastrointestinal.

aThe numbers of non-cases relate to control group 2.

bMedian (range).

cMedian (IQR).

dMean (range).

eCohort study.

Table 1.

Characteristics of 14 case–control and 1 cohort study assessing HA-CDI

Study citationData sourceStudy periodStudy populationAge, years cases/ controls, mean (SD)Male, %Case definitionControl definitionMatchingAdjustment methodAntibiotic exposureDefinition of HCF-acquisitionN cases/ non-cases
Asha 200619Leeds Teaching Hospitals, UKJun 2001– Apr 2002inpatients >2 yearsN/AN/ADiarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity)1. Diarrhoea and negative assay for C. difficile toxinage, gender, date, ward locationconditional logistic regressionsource not stated; 28 days prior to index date≥3 days after admission503/118a
2. Inpatients without diarrhoea (antibiotics previous 28 days)1: LOS, feeding tubes
2: LOS, antacids, feeding tubes, other antibiotics
Baxter 200816Kaiser Permanente of Northern California, USAJan 1998– Dec 2005inpatients; antibiotics previous 60 days69/6848Diarrhoea and positive test for C. difficile toxin; no history of CDI for 1 y [toxin A/B EIA (Meridian Premier)]inpatients with no positive test result for C. difficilehospital, date, DRG, LOSconditional logistic regression.pharmacy database; 60 days prior to index date≥3 days after admission1142/3351
16 hospitals, 106–330 bedsAge, sex, days in hospital, other antibiotics, proton pump inhibitors, medical costs, comorbidity
Hensgens 2012229 hospitals, NetherlandsMar 2006 –May 2009inpatients62 (21)/59 (21)52Diarrhoea and positive test for C. difficile toxin (various EIA)1. Diarrhoea and negative test for C. difficile toxinhospital, ward, dateconditional logistic regression.electronic medical information system; 3 months prior to index date≥2 days after admission or physicians request337/337a
2. inpatients without diarrhoeaAge, sex, comorbidity, other antibiotics
Kallen 200914Community hospital, USAJun 2005– May 2007inpatients; antibiotics previous 3 months77 (31–97)/ 68 (2–95)b44Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]patients hospitalized for at least 48 h; no CDI up to 30 days post dischargenonelogistic regression.pharmacy records; 3 months prior to index date≥48 h after admission100/100
Age, comorbidity, LOS, PPI use, NG tube use, tube feeding, other antibiotics
Loo 2005412 hospitals, Quebec, CanadaJan–Jun 2004inpatients75 (66–72)c51Diarrhoea and positive test for C. difficile toxin and/or a clinical diagnosis (various EIA and culture cytotoxicity)inpatients admitted and discharged during the same period; no known history of CDIage, Charlson Index, date, ward, length of time at riskconditional logistic regression.source not reported; 6 weeks prior to diagnosis≥72 h after admission or within 1 month of previous admission237/237
256–705 bedsage, sex, other antibiotics, no. of days at risk of CDI, comorbidity, chemotherapy, PPIs, histamine H2-blockers, enteral feeding
McCusker 200324Veterans Affairs Maryland Healthcare System, USAJan–Jun 2001inpatients72 (66–79) / 67 (56–79)c98Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Wampole))patients admitted for at least 48 h during the same 6 month period as the cases; no history of CDI and no receipt of oral metronidazoleunit of admission, length of time at riskconditional logistic regression.electronic medical records; 6 weeks prior to index date≥72 h after admission30/60
778 beds over four sitesother antibiotics, days at risk
Minson 200720615 bed non-academic urban medical facility, Nashville, USAOct 2005– Mar 2006inpatients > 18 years69/6341Diarrhoea and a positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients with no history of CDI (or metronidazole/ vancomycin use during admission)age, gender, length of time at risk, LOS in ICUnonesource not reported; previous 8 weeks≥72 h after admission27/54
Modena 200517Temple University Hospital, Philadelphia, USAAug 2003– Jun 2004inpatients; ≥5 days antibiotics57 (18)/60 (17)47Diarrhoea and positive test for C. difficile toxin (no history of CDI) [toxin A/B EIA (Wampole)]inpatients with other infectionsnonelogistic regression.medical and pharmacy records during index admissionantibiotics >5 days50/200
ICU, LOS
Muto 200525600 bed tertiary care teaching hospital, Pittsburg, USAJan 2000 – Apr 2001inpatients64 (17–95)/ 59 (16–93)b52signs and symptoms of CDI and positive test for C. difficile toxin (cell culture cytotoxicity)inpatients with no positive test for C. difficiledate of admission, service, LOSconditional logistic regression.electronic medical records; 28 days prior to diagnosis≥72 h after admission203/203
age, diabetes mellitus, transplantation, H2 blockers, PPIs
Polgreen 200715Small, rural hospital, Iowa, USAJan 2004– Apr 2004inpatients83b39Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Becton Dickinson)]inpatients admitted during the study periodage, sexconditional logistic regression.medical records; 6 weeks prior to admission≥48 h after admission15/45
LOS
Sundram 200921520 bed district general hospital, Surrey, EnglandMar 2006– Mar 2007inpatients (excluding paediatric)81(9)/ 80 (9)49Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients without diarrhoea and no history of CDIage, sex, ward, ASA score, LOSconditional logistic regression.medical records; 6 weeks prior to onset>48 h after admission97/97
Enteral feeding, any antibiotic exposure
Thomas 200323560 bed tertiary teaching hospital, Perth, AustraliaJan 1996 – Oct 1998inpatients72 (15–97)b46Diarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity or culture)inpatients without diarrhoea and no history of CDIage, gender, dateconditional logistic regressionmedical records; index admission>48 h after admission (or <48 h if previous admission within 7 days)149/310
GI procedures, comorbidity, LOS, other antibiotics
Vesta 200526225 bed teaching hospital, 400 bed community hospital, 400 bed Veterans Affairs hospital, Oklahoma, USAFeb 2000– Dec 2002inpatients56 (18–93)d57Diarrhoea and positive test for C. difficile toxin (no details given)inpatients with negative C. difficile toxin testhospital, sex, age, LOSnonemedical and pharmacy records; 42 days prior to diagnosis≥72 h after admission72/72
Stevens 201018 eTertiary care academic hospital, Rochester, NY, USAJan 2005– Dec 2005inpatients ≥18 years; ≥2 days of antibiotics59 (18–102)b49Positive test for C. difficile toxin; up to 60 days post discharge [toxin A/B EIA (Meridian Premier))N/AN/Amarginal Cox proportional hazardselectronic pharmacy records; index admission>2 days after admission and no CDI in 60 days prior to admission240/7552
age, comorbidity, GI procedures, units, LOS, antacids, laxatives, enemas
Study citationData sourceStudy periodStudy populationAge, years cases/ controls, mean (SD)Male, %Case definitionControl definitionMatchingAdjustment methodAntibiotic exposureDefinition of HCF-acquisitionN cases/ non-cases
Asha 200619Leeds Teaching Hospitals, UKJun 2001– Apr 2002inpatients >2 yearsN/AN/ADiarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity)1. Diarrhoea and negative assay for C. difficile toxinage, gender, date, ward locationconditional logistic regressionsource not stated; 28 days prior to index date≥3 days after admission503/118a
2. Inpatients without diarrhoea (antibiotics previous 28 days)1: LOS, feeding tubes
2: LOS, antacids, feeding tubes, other antibiotics
Baxter 200816Kaiser Permanente of Northern California, USAJan 1998– Dec 2005inpatients; antibiotics previous 60 days69/6848Diarrhoea and positive test for C. difficile toxin; no history of CDI for 1 y [toxin A/B EIA (Meridian Premier)]inpatients with no positive test result for C. difficilehospital, date, DRG, LOSconditional logistic regression.pharmacy database; 60 days prior to index date≥3 days after admission1142/3351
16 hospitals, 106–330 bedsAge, sex, days in hospital, other antibiotics, proton pump inhibitors, medical costs, comorbidity
Hensgens 2012229 hospitals, NetherlandsMar 2006 –May 2009inpatients62 (21)/59 (21)52Diarrhoea and positive test for C. difficile toxin (various EIA)1. Diarrhoea and negative test for C. difficile toxinhospital, ward, dateconditional logistic regression.electronic medical information system; 3 months prior to index date≥2 days after admission or physicians request337/337a
2. inpatients without diarrhoeaAge, sex, comorbidity, other antibiotics
Kallen 200914Community hospital, USAJun 2005– May 2007inpatients; antibiotics previous 3 months77 (31–97)/ 68 (2–95)b44Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]patients hospitalized for at least 48 h; no CDI up to 30 days post dischargenonelogistic regression.pharmacy records; 3 months prior to index date≥48 h after admission100/100
Age, comorbidity, LOS, PPI use, NG tube use, tube feeding, other antibiotics
Loo 2005412 hospitals, Quebec, CanadaJan–Jun 2004inpatients75 (66–72)c51Diarrhoea and positive test for C. difficile toxin and/or a clinical diagnosis (various EIA and culture cytotoxicity)inpatients admitted and discharged during the same period; no known history of CDIage, Charlson Index, date, ward, length of time at riskconditional logistic regression.source not reported; 6 weeks prior to diagnosis≥72 h after admission or within 1 month of previous admission237/237
256–705 bedsage, sex, other antibiotics, no. of days at risk of CDI, comorbidity, chemotherapy, PPIs, histamine H2-blockers, enteral feeding
McCusker 200324Veterans Affairs Maryland Healthcare System, USAJan–Jun 2001inpatients72 (66–79) / 67 (56–79)c98Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Wampole))patients admitted for at least 48 h during the same 6 month period as the cases; no history of CDI and no receipt of oral metronidazoleunit of admission, length of time at riskconditional logistic regression.electronic medical records; 6 weeks prior to index date≥72 h after admission30/60
778 beds over four sitesother antibiotics, days at risk
Minson 200720615 bed non-academic urban medical facility, Nashville, USAOct 2005– Mar 2006inpatients > 18 years69/6341Diarrhoea and a positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients with no history of CDI (or metronidazole/ vancomycin use during admission)age, gender, length of time at risk, LOS in ICUnonesource not reported; previous 8 weeks≥72 h after admission27/54
Modena 200517Temple University Hospital, Philadelphia, USAAug 2003– Jun 2004inpatients; ≥5 days antibiotics57 (18)/60 (17)47Diarrhoea and positive test for C. difficile toxin (no history of CDI) [toxin A/B EIA (Wampole)]inpatients with other infectionsnonelogistic regression.medical and pharmacy records during index admissionantibiotics >5 days50/200
ICU, LOS
Muto 200525600 bed tertiary care teaching hospital, Pittsburg, USAJan 2000 – Apr 2001inpatients64 (17–95)/ 59 (16–93)b52signs and symptoms of CDI and positive test for C. difficile toxin (cell culture cytotoxicity)inpatients with no positive test for C. difficiledate of admission, service, LOSconditional logistic regression.electronic medical records; 28 days prior to diagnosis≥72 h after admission203/203
age, diabetes mellitus, transplantation, H2 blockers, PPIs
Polgreen 200715Small, rural hospital, Iowa, USAJan 2004– Apr 2004inpatients83b39Diarrhoea and positive test for C. difficile toxin [toxin A EIA (Becton Dickinson)]inpatients admitted during the study periodage, sexconditional logistic regression.medical records; 6 weeks prior to admission≥48 h after admission15/45
LOS
Sundram 200921520 bed district general hospital, Surrey, EnglandMar 2006– Mar 2007inpatients (excluding paediatric)81(9)/ 80 (9)49Diarrhoea and positive test for C. difficile toxin [toxin A/B EIA (Meridian Premier)]inpatients without diarrhoea and no history of CDIage, sex, ward, ASA score, LOSconditional logistic regression.medical records; 6 weeks prior to onset>48 h after admission97/97
Enteral feeding, any antibiotic exposure
Thomas 200323560 bed tertiary teaching hospital, Perth, AustraliaJan 1996 – Oct 1998inpatients72 (15–97)b46Diarrhoea and positive test for C. difficile toxin (cell culture cytotoxicity or culture)inpatients without diarrhoea and no history of CDIage, gender, dateconditional logistic regressionmedical records; index admission>48 h after admission (or <48 h if previous admission within 7 days)149/310
GI procedures, comorbidity, LOS, other antibiotics
Vesta 200526225 bed teaching hospital, 400 bed community hospital, 400 bed Veterans Affairs hospital, Oklahoma, USAFeb 2000– Dec 2002inpatients56 (18–93)d57Diarrhoea and positive test for C. difficile toxin (no details given)inpatients with negative C. difficile toxin testhospital, sex, age, LOSnonemedical and pharmacy records; 42 days prior to diagnosis≥72 h after admission72/72
Stevens 201018 eTertiary care academic hospital, Rochester, NY, USAJan 2005– Dec 2005inpatients ≥18 years; ≥2 days of antibiotics59 (18–102)b49Positive test for C. difficile toxin; up to 60 days post discharge [toxin A/B EIA (Meridian Premier))N/AN/Amarginal Cox proportional hazardselectronic pharmacy records; index admission>2 days after admission and no CDI in 60 days prior to admission240/7552
age, comorbidity, GI procedures, units, LOS, antacids, laxatives, enemas

N/A, not applicable; LOS, length of stay; DRG, diagnostic-related group; PPI, proton pump inhibitor; NG, nasogastric; ICU, intensive care unit; ASA, American Society of Anesthesiologists; GI, gastrointestinal.

aThe numbers of non-cases relate to control group 2.

bMedian (range).

cMedian (IQR).

dMean (range).

eCohort study.

All studies included symptomatic cases with a positive C. difficile assay. The most common diagnostic test was toxin A/B EIA in six studies.14,16–18,20,21 Definitions of HCF acquisition were >48 h (n = 6)14,15,18,21–23 and >72 h after admission (n = 7).4,16,19,20,24–26 Two studies incorporated previous contact with an HCF in their definition.4,23

Most studies (12/14) used asymptomatic controls. Three studies measured exposure during admission only,17,18,23 while the remainder measured antibiotics received prior to and during the admission (28 days to 3 months). Only two studies evaluated all nine main antibiotic classes of interest.16,25 Ten studies reported various associations for subclasses of penicillins (n = 4),14,19,21,24 cephalosporins (n = 1)22 or both (n = 5).4,16,20,23,25

Study quality was scored high for seven studies14,16,18,22–25 (see Table S2 available as Supplementary data at JAC Online). Studies with low to moderate scores experienced limitations across all three domains. All studies took into account at least some important confounders. Six studies addressed four or more confounders but not for every association examined.4,14,16,22,23,25 The most common confounders assessed were age, sex, length of stay and exposure to other antibiotics. Only five studies considered comorbidities.4,16,18,22,23 Studies commonly failed to report details of a priori sample size calculations, and six studies15,17,19–21,26 either had insufficient power to detect any differences or did not report sufficient information to allow calculation.

Pooled effects

Figure 2 presents the pooled effects for exposure to the nine main antibiotic classes from case–control studies using non-diarrhoeal controls. Overall exposure to antibiotics was associated with a 60% (95% CI = 1.31–1.87) increased risk of CDI, but there was a substantial variation between antibiotic classes. The strongest associations were seen for clindamycin (OR = 2.86, 95% CI = 2.04–4.02), cephalosporins (OR = 1.97, 95% CI = 1.21–3.23), carbapenems (1.84, 95% CI = 1.26–2.68), quinolones (fluoroquinolones, OR = 1.66, 95% CI = 1.17–2.35) and trimethoprim/sulphonamides (OR = 1.78, 95% CI = 1.04–3.05). There was no association with aminoglycosides, tetracyclines or macrolides. There was evidence of heterogeneity in the pooled ORs for all classes except clindamycin (I2 = 28.5%, P = 0.22), carbapenems (I2 = 0.0%, P = 0.45) and tetracyclines (I2 = 48.5%, P = 0.14).

Figure 2.

Antibiotic classes and the risk of hospital-acquired CDI.

Stratification by antibiotic subclass

There was a 50% (95% CI = 1.05–2.24) increased risk of CDI associated with penicillin combination antibiotics but not for other penicillin subgroups (Figure 3). Second-, third- and fourth-, but not first-generation cephalosporins were also associated with two to three times the risk of CDI (Figure 4); however, heterogeneity persisted, particularly for third-generation cephalosporins (I2 = 79.2%, P < 0.001).

Figure 3.

Penicillins and the risk of hospital-acquired CDI.

Figure 4.

Cephalosporins and the risk of hospital-acquired CDI.

Meta-regression and sensitivity analyses

The study population was the most common source of heterogeneity (Table 2), seen for trimethoprim/sulphonamides, third-generation cephalosporins and macrolides. Excluding studies based on antibiotic-exposed inpatients reduced the heterogeneity, except for macrolides, for which further analysis indicated that studies conducted after 2002 or those using antibiotic-exposed participants had ∼30% smaller effect sizes than other studies.

Table 2.

Sensitivity analysis to explore heterogeneity

Study subgroupExposureNo. of studiesNo. of patientsOR (95% CI)Heterogeneity (I2), % (P value)
Study population: all inpatientsThird-generation cephalosporins517574.04 (2.81–5.81)0.0% (0.72)
Trimethoprim/sulphonamides412832.22 (1.53–3.23)0.0% (0.59)
Macrolides623781.64 (0.91–2.93)77% (0.001)
Antibiotic exposure assessment: prior to hospitalizationFluoroquinolones963351.39 (1.09–1.76)29% (0.19)
Aminoglycosides557910.89 (0.70–1.14)0.0% (0.72)
HA-CDI definition >72 hPenicillin combinations454631.20 (0.99–1.47)0.0% (0.74)
HA-CDI definition >48 hPenicillin combinations26593.20 (1.75–5.91)0.0% (0.35)
Toxin EIA testFirst-generation cephalosporins349111.04 (0.88–1.24)0.0% (0.90)
Studies conducted post-2002Second-generation cephalosporins38924.08 (2.27–7.34)0.0% (0.68)
Studies conducted up to 2002Second-generation cephalosporins353581.72 (1.27–2.31)7.8% (0.34)
Post-2002 and all inpatientsMacrolides38921.00 (0.56–1.79)0.0% (0.56)
Study subgroupExposureNo. of studiesNo. of patientsOR (95% CI)Heterogeneity (I2), % (P value)
Study population: all inpatientsThird-generation cephalosporins517574.04 (2.81–5.81)0.0% (0.72)
Trimethoprim/sulphonamides412832.22 (1.53–3.23)0.0% (0.59)
Macrolides623781.64 (0.91–2.93)77% (0.001)
Antibiotic exposure assessment: prior to hospitalizationFluoroquinolones963351.39 (1.09–1.76)29% (0.19)
Aminoglycosides557910.89 (0.70–1.14)0.0% (0.72)
HA-CDI definition >72 hPenicillin combinations454631.20 (0.99–1.47)0.0% (0.74)
HA-CDI definition >48 hPenicillin combinations26593.20 (1.75–5.91)0.0% (0.35)
Toxin EIA testFirst-generation cephalosporins349111.04 (0.88–1.24)0.0% (0.90)
Studies conducted post-2002Second-generation cephalosporins38924.08 (2.27–7.34)0.0% (0.68)
Studies conducted up to 2002Second-generation cephalosporins353581.72 (1.27–2.31)7.8% (0.34)
Post-2002 and all inpatientsMacrolides38921.00 (0.56–1.79)0.0% (0.56)
Table 2.

Sensitivity analysis to explore heterogeneity

Study subgroupExposureNo. of studiesNo. of patientsOR (95% CI)Heterogeneity (I2), % (P value)
Study population: all inpatientsThird-generation cephalosporins517574.04 (2.81–5.81)0.0% (0.72)
Trimethoprim/sulphonamides412832.22 (1.53–3.23)0.0% (0.59)
Macrolides623781.64 (0.91–2.93)77% (0.001)
Antibiotic exposure assessment: prior to hospitalizationFluoroquinolones963351.39 (1.09–1.76)29% (0.19)
Aminoglycosides557910.89 (0.70–1.14)0.0% (0.72)
HA-CDI definition >72 hPenicillin combinations454631.20 (0.99–1.47)0.0% (0.74)
HA-CDI definition >48 hPenicillin combinations26593.20 (1.75–5.91)0.0% (0.35)
Toxin EIA testFirst-generation cephalosporins349111.04 (0.88–1.24)0.0% (0.90)
Studies conducted post-2002Second-generation cephalosporins38924.08 (2.27–7.34)0.0% (0.68)
Studies conducted up to 2002Second-generation cephalosporins353581.72 (1.27–2.31)7.8% (0.34)
Post-2002 and all inpatientsMacrolides38921.00 (0.56–1.79)0.0% (0.56)
Study subgroupExposureNo. of studiesNo. of patientsOR (95% CI)Heterogeneity (I2), % (P value)
Study population: all inpatientsThird-generation cephalosporins517574.04 (2.81–5.81)0.0% (0.72)
Trimethoprim/sulphonamides412832.22 (1.53–3.23)0.0% (0.59)
Macrolides623781.64 (0.91–2.93)77% (0.001)
Antibiotic exposure assessment: prior to hospitalizationFluoroquinolones963351.39 (1.09–1.76)29% (0.19)
Aminoglycosides557910.89 (0.70–1.14)0.0% (0.72)
HA-CDI definition >72 hPenicillin combinations454631.20 (0.99–1.47)0.0% (0.74)
HA-CDI definition >48 hPenicillin combinations26593.20 (1.75–5.91)0.0% (0.35)
Toxin EIA testFirst-generation cephalosporins349111.04 (0.88–1.24)0.0% (0.90)
Studies conducted post-2002Second-generation cephalosporins38924.08 (2.27–7.34)0.0% (0.68)
Studies conducted up to 2002Second-generation cephalosporins353581.72 (1.27–2.31)7.8% (0.34)
Post-2002 and all inpatientsMacrolides38921.00 (0.56–1.79)0.0% (0.56)

The timing of antibiotic exposure measurement was a significant heterogeneity source for fluoroquinolones and aminoglycosides. The risk associated with fluoroquinolones fell from 66% to 39% after excluding one study that measured antibiotic exposure during hospital admission only.23

The strongest predictor of heterogeneity for penicillin combinations was the definition of hospital acquisition: there was no significant association when analyses were restricted to 4/6 studies that used a definition of >72 h compared with studies using a definition of >48 h (Table 2).

The choice of diagnostic test was weakly associated with heterogeneity for first-generation cephalosporins, where studies that used toxin EIA tests had smaller effect sizes (OR = 1.04, 95% CI = 0.88–1.24) than studies using other methods (2.08, 1.37–3.17, n = 2 studies). For second-generation cephalosporins, there were higher associations for studies conducted after 2002 (4.08, 2.27–7.34).

Diarrhoea controls

Three studies included symptomatic patients who tested negative for C. difficile as controls. A calculation of crude effect sizes found smaller associations for the toxin-negative than the non-diarrhoeal control group in one study.22 Asha et al.19 reported a 4-fold increased risk associated with ‘broad-spectrum’ cephalosporins (OR = 3.8, 95% CI = 3.0–4.6). Vesta et al.26 provided descriptive information only and, due to the matched design, precluded the calculation of effect estimates.

Cohort studies

One cohort study, consisting of ∼8000 adult inpatients exposed to antibiotics and followed up until 60 days post-discharge, was included.18 Independent associations for fluoroquinolones [hazard ratio (HR) = 4.05, 95% CI = 2.75–5.97], third-/fourth-generation cephalosporins (HR = 3.12, 95% CI = 1.85–5.25), β-lactamase inhibitor combination penicillins (HR = 2.25, 95% CI = 1.46–3.48) and trimethoprim/sulphonamides (HR = 2.03, 95% CI = 1.19–3.47) were reported. Weak associations were observed for clindamycin (HR = 1.92, 95% CI = 0.84–4.40) and macrolides (HR = 1.56, 95% CI = 0.75–3.25), and no association was apparent for aminoglycosides (HR = 0.88, 95% CI = 0.26–2.95).

Non-English-language studies

Five out of 27 non-English language studies were eligible for inclusion at abstract screening (Table S3 available as Supplementary data at JAC Online).27–31 Of these, full texts of three articles were available, and two were eligible for inclusion following a full text review. The findings were generally consistent with those of studies published in English, with the strongest associations reported for clindamycin31 and third-generation cephalosporins.28

Publication bias

For studies reporting results for the main antibiotic classes, the funnel plot (Figure S1 available as Supplementary data at JAC Online) showed little evidence of publication bias. The result of Egger's test of small-study effects was not significant (P = 0.57).

Discussion

A systematic review and meta-analysis was undertaken to summarize the evidence for associations between antibiotic classes and the risk of HA-CDI. The findings indicate that third-generation cephalosporins remain the strongest antibiotic risk factor. The modest association seen for fluoroquinolone antibiotics is not surprising as they are more specifically related to C. difficile infections with the NAP1/RT027 fluoroquinolone-resistant epidemic strain.32

Since our earlier review, the quality of studies has improved, reducing the threat of bias. However, four studies restricted their study populations to inpatients with recent antibiotic exposure, which are not representative of all HA-CDI cases,14,16–18 and one study used toxin-negative controls, which do not represent the source population of cases.26 Bias relating to diagnostic suspicion remains problematic if those exposed to antibiotics are more likely to be tested for C. difficile; guidelines that recommend testing all hospitalized patients who develop diarrhoea should be followed.33 There was a variation in the definition of HA-CDI, with only a small number of studies including recent contact with HCFs,4,23 according to guidelines,34 and 27 studies were excluded from the review due to insufficient information regarding the acquisition of CDI.

There is a lack of consensus regarding the appropriate time window to measure antibiotic exposure giving rise to heterogeneity. Recent studies suggest the greatest risk is in the first 30 days but that it remains increased for up to 90 days.22,35 Furthermore, the number of antibiotics, dosage and duration of antibiotic exposure have all been previously identified as risk factors for CDI.36 Residual confounding remains a potential issue as only a few studies took into account a sufficient number of confounding factors.

This study provides the most up-to-date and systematic synthesis of the literature in relation to the risk of HA-CDI associated with antibiotics. However, the results should be interpreted with caution as the number of studies contributing to any one analysis ranged from three to 10. Our study is limited by the availability of a single reviewer to select, extract and analyse the data. Continued improvements in the conduct of observational studies of CDI would be gained by following recommendations from the STROBE initiative.37 The adoption of recently developed guidelines for the diagnosis and surveillance of CDI in future studies will also improve the quality of CDI epidemiological research.

Funding

The study was investigator-driven and was carried out as part of our routine work.

Transparency declarations

None to declare.

Author contributions

C. S. designed and planned the study, undertook the literature searches, data collection, data analysis, data interpretation and prepared the manuscript. T. V. R. contributed to the design of the study, interpreted the data and contributed to the writing of the manuscript.

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