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Biosensor for Detection of Antibiotic Resistant Staphylococcus Bacteria
Published on: May 8, 2013
Confounding by indication affects antimicrobial risk factors for methicillin-resistant Staphylococcus aureus but not
Rupak Datta1, Ken Kleinman2, Sheryl Rifas-Shiman2
1University of California Irvine School of Medicine, Health Policy Research Institute, 100 Theory, Ste. 110, Irvine, CA 92697, California.
Background:
Observational studies rarely account for confounding by indication, whereby empiric antibiotics initiated for signs and symptoms of infection prior to the diagnosis of infection are then viewed as risk factors for infection. We evaluated whether confounding by indication impacts antimicrobial risk factors for methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant enterococci (VRE) acquisition.
Findings:
We previously reported several predictors of MRSA and VRE acquisition in 967 intensive care unit (ICU) patients with no prior history of MRSA or VRE who had an initial negative screening culture followed by either a subsequent negative screening culture (controls) or positive screening or clinical culture (cases). Within and prior to this acquisition interval, we collected demographic, comorbidity, daily device and antibiotic utilization data. We now re-evaluate all antibiotics by medical record review for evidence of treatment for signs and symptoms ultimately attributable to MRSA or VRE. Generalized linear mixed models are used to assess variables associated with MRSA or VRE acquisition, accounting for clustering by ward. We find that exclusion of empiric antibiotics given for suspected infection affects 17% (113/661) of antibiotic prescriptions in 25% (60/244) of MRSA-positive patients but only 1% (5/491) of antibiotic prescriptions in 1% (3/227) of VRE-positive patients. In multivariate testing, fluoroquinolones are no longer associated with MRSA acquisition, and aminoglycosides are significantly protective (OR = 0.3, CI:0.1-0.7).
Conclusions:
Neglecting treatment indication may cause common empiric antibiotics to appear spuriously associated with MRSA acquisition. This effect is absent for VRE, likely because empiric therapy is infrequent given the low prevalence of VRE.
Insights
Confounding by indication can falsely link empiric antibiotics to methicillin-resistant Staphylococcus aureus (MRSA) acquisition. This effect was not observed for vancomycin-resistant enterococci (VRE) due to less frequent empiric use.
Area of Science:
- Infectious Diseases
- Clinical Epidemiology
- Antimicrobial Stewardship
Background:
- Observational studies may misinterpret empiric antibiotics as risk factors for infection due to confounding by indication.
- This study investigates the impact of confounding by indication on antimicrobial risk factors for methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant enterococci (VRE) acquisition.
Purpose of the Study:
- To re-evaluate antimicrobial risk factors for MRSA and VRE acquisition by accounting for confounding by indication.
- To determine if empiric antibiotic use influences the association between certain antibiotics and pathogen acquisition.
Main Methods:
- Re-evaluation of antibiotic prescriptions from a previous study of 967 intensive care unit (ICU) patients.
- Medical record review to identify antibiotics prescribed for suspected MRSA or VRE infection.
- Generalized linear mixed models to assess associations, accounting for ward clustering.
Main Results:
- Excluding empiric antibiotics affected 17% of prescriptions in 25% of MRSA-positive patients, but only 1% of prescriptions in 1% of VRE-positive patients.
- Fluoroquinolones were no longer associated with MRSA acquisition after accounting for indication.
- Aminoglycosides showed a protective association with MRSA acquisition (OR=0.3).
Conclusions:
- Failure to consider antibiotic treatment indication can create spurious associations between common empiric antibiotics and MRSA acquisition.
- This confounding effect was not significant for VRE, likely due to the lower prevalence and less frequent empiric treatment of VRE.
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