Introduction
Introduction of syndromic comprehensive polymerase chain reaction (PCR) panels without guidance may contribute to low-value care. To date, most diagnostic stewardship research has focused on the use of these panels for respiratory tract infections. Reference Greenberg, Barish and Hoffman1–Reference Hanson and Couturier3 Clostridioides difficile infection (CDI) is a frequent cause of infectious diarrhea among Veterans. Reference Cardemil, Balachandran and Kambhampati4 Comprehensive gastrointestinal (GI) PCR testing has been associated with decreased imaging, endoscopy, and antibiotic use, Reference Cybulski, Bateman and Bourassa5–Reference Axelrad, Freedberg, Whittier, Greendyke, Lebwohl and Green7 but the optimal use of this assay remains unclear in the outpatient setting. Reference Clark, Sidlak, Mathers, Poulter and Platts-Mills8 Patients may be tested for CDI with specific or comprehensive assays, but there is no guidance for which test to use and how to consider the pretest probability of alternate enteropathogens. To inform future interventions aimed at optimizing the use of these assays, we described their use among immunocompetent patients with and without CDI risk factors across different outpatient and non-medically acute inpatient settings. Additionally, we evaluated whether immunocompetent patients with CDI risk factors who tested positive for other organisms by comprehensive assay had increased healthcare utilization.
Methods
Population and setting
We conducted a retrospective analysis of adult patients from clinic, emergency room, and non-medically acute inpatient settings (psychiatry, residential, and rehabilitation units) with ≥1 stool PCR assay performed between January 2016 and December 2019 at the VA Puget Sound Health Care System (VAPSHCS). The VAPSHCS is a tertiary academic medical center offering inpatient and outpatient medical, surgical, mental health, and rehabilitation services to Veterans across the Puget Sound region. The major virulence factors of C. difficile are toxin A (tcdA) and B (tcdB). Patients were tested with either a specific tcdB PCR assay (GeneXpert®, Cepheid, Sunnyvale, CA, USA) or a comprehensive GI PCR panel (BioFire®, bioMérieux, Marcy-lʼÉtoile, France) that includes tcdA and tcdB among its 22 targets. The comprehensive GI PCR panel has a sensitivity and specificity of over 95% for all of its targets compared to culture or specific PCR assays. Reference Buss, Leber and Chapin9 We excluded immunosuppressed patients since immunosuppression is an indication for initial comprehensive assay testing, independent of CDI risk factors. Reference Shane, Mody and Crump10 Immunosuppression was defined as the presence of ICD codes for human immunodeficiency virus (HIV), inflammatory bowel disease (IBD), hematopoietic stem cell transplantation (HSCT), and solid organ transplantation (SOT; Figure S1).
Clostridioides difficile infection risk factors and healthcare utilization
For each testing episode, patients were categorized as being at lower or higher risk for CDI based on previously published risk factors (prior C. difficile detection, outpatient clindamycin, fluoroquinolone, third-generation cephalosporin, 11 or proton-pump inhibitor use (PPI) within three months before testing, and hospitalization within one month before testing). Reference McDonald, Gerding and Johnson12 A priori, we expected higher CDI risk to be associated with more targeted testing to reflect providers incorporating risk factors in their choice of test assay. Healthcare utilization outcomes included acute care admission, ciprofloxacin use, and infectious disease and/or gastroenterology consult ordered within 15 days after testing. We defined enteroaggregative (EAEC), enteropathogenic (EPEC), and enterotoxigenic Escherichia coli (ETEC) as bacterial infections that usually do not necessitate antibiotic use. We limited antibiotic use to ciprofloxacin because it was the most frequently prescribed antibiotic after detection of EAEC, EPEC, and ETEC in our cohort and its use may increase the odds of CDI compared to other recommended agents. Reference Buss, Leber and Chapin9,Reference Shane, Mody and Crump10
Chart abstraction
To evaluate whether comprehensive testing may have triggered low-value care, we conducted a chart review of immunocompetent patients with ≥1 CDI risk factor who were initially tested with the comprehensive assay (rather than a targeted assay) and tested positive for at least one organism other than C. difficile. The chart review was completed by two clinicians (IG and LTP) with a random sample (n = 10) to evaluate discordance. Variables included antibiotic use for viruses, EAEC, EPEC, or ETEC and diagnostic studies (abdominal imaging or endoscopy), and subspecialty consultations.
Statistical analysis
We used t tests for continuous, normally distributed variables, non-parametric testing for non-normally distributed variables, and χ2 tests for categorical variables. We used logistic regression modeling to assess the association between CDI risk factors and testing assay, adjusted for patient- (age, gender, race/ethnicity), setting level (site, year) characteristics. A P-value of < 0.05 was statistically significant. Recognizing that potential clinical variability amongst adults undergoing frequent stool testing, we performed sensitivity analyses to assess the robustness of our results limiting the sample to adults with only one stool test ordered during the study period. All analyses were conducted using Stata 17.0 (Stata Corporation, College Station, TX, USA).
Ethical statement
This analysis was part of a diagnostic stewardship effort to build a decision support tool in the electronic health record to guide outpatient providers in the selection of an assay for infectious diarrhea. There were no criteria for use or restrictions for ordering a targeted or comprehensive stool PCR at the time of this study. This operational analysis was reviewed jointly by the Human Research Protection Program and Quality, Safety, and Value service line at the VAPSHCS and determined to not constitute human subjects research.
Results
A total of 2,717 tests (74% targeted, 26% comprehensive) were obtained from 2,156 patients, among which 13% detected C. difficile and 7% detected other organisms. Baseline characteristics did not differ meaningfully by test type except for age (comprehensive 63 years old, targeted 64 years old, P < 0.01), white race (comprehensive 80%, targeted 75%, P < 0.01), and clinic-based testing (comprehensive 70%, targeted 65%, P < 0.01; Table S2). The proportion of comprehensive PCR tests increased nearly four-fold from 2016 to 2019 in clinic and emergency room settings, independent of CDI risk factors (Figure 1).
Annual trend of comprehensive stool tests ordered in the outpatient setting at the Veteran’s affairs Puget sound healthcare system (2016–2019, n = 2,717)
CDI: Clostridioides difficile infection; PPI: Proton-pump inhibitor.
* P-value < 0.05 among proportion of comprehensive tests ordered by year in clinic and emergency room setting. Yearly difference remains significant after adjustment by demographic and CDI risk factors. The interaction term year ordered × CDI risk factors was non-significant.
**Includes patients without any CDI risk factors (antibiotics or PPI use in prior three months, hospitalization in the prior month, or prior C. difficile detection).
Prior C. difficile detection (13% targeted, 6% comprehensive, OR 0.42 (95%CI 0.30–0.60)) and antibiotic use within three months before testing (8% targeted, 5% comprehensive, OR 0.66 (95%CI 0.46–0.95)) were associated with increased targeted testing (Table 1). Increased targeted testing among patients with prior C. difficile detection persisted after adjusting for demographic characteristics and test setting (Table S2) and after restricting the sample to include patients with only one stool test performed during the study period. Recent PPI use and hospitalization did not differ significantly between individuals tested with each assay.
Pretest factors and utilization of immunocompetent patients tested for Clostridioides difficile in the outpatient setting at the Veteran's affairs Puget sound healthcare system (2016–2019, n = 2,717)
Bold text: P < 0.05.
*Crude OR of comprehensive test ordered (vs targeted).
**Most common co-pathogen: norovirus (7%), enteropathogenic E. coli (6%), Campylobacter species (4%), enteroaggregative E. coli (3%), rotavirus (1%), Vibrio species. 1%.
***Enteroaggregative, enteropathogenic, enterotoxigenic E. coli.
Subsequent healthcare utilization varied by assay. Patients tested with the targeted assay had a higher frequency of acute care admission (12% vs 9%, OR 0.68 (95%CI 0.51–0.91)) whereas patients tested with the comprehensive GI panel had higher rates of ciprofloxacin use (5% vs 3%, OR 2.03 (95%CI 1.34–3.09); Table 1).
259 comprehensive tests (10% of total sample, 36% of total comprehensive tests) were ordered for immunocompetent adults with ≥1 CDI risk factor. Sixty-four of these tests (25%) were positive for ≥1 organism other than C. difficile (10 (4%) with C. difficile coinfection), among which 13 (20%) received ciprofloxacin mostly for EAEC, EPEC, and ETEC) and 15 (23%) had abdominal imaging or specialty consultations.
Discussion
In this retrospective analysis, we found that comprehensive testing is increasingly used in clinics and the emergency room among immunocompetent adults with and without CDI risk factors. Selection of the targeted assay was only associated with prior history of C. difficile detection and recent antibiotic use, which suggests that there may be an opportunity to improve diagnostic stewardship by nudging providers to consider other CDI risk factors, particularly recent PPI use and hospitalization, when ordering a test. Additionally, in a subset of immunocompetent patients with ≥1 CDI risk factor who tested positive for other organisms by comprehensive assay, approximately 20% received ciprofloxacin and/or diagnostic interventions that may have been unnecessary.
To our knowledge, this is the first report of the association between the presence of CDI risk factors and test selection for infectious diarrhea. From 2016 to 2019, 36% of comprehensive tests were ordered for immunocompetent patients with ≥1 CDI risk factor. In these patients, a targeted test may have been indicated initially due to their higher pretest probability of CDI and the unclear benefit of comprehensive testing in the outpatient setting. Incorporating the pretest probability of the disease into testing decisions is a key component of the diagnostic process and diagnostic stewardship. Reference Sullivan13 Comprehensive GI PCR has a faster turnaround time and is more sensitive than traditional methods at detecting the presence of nucleic acid from enteropathogens, but clinical judgment is needed to determine whether a positive result represents infection or asymptomatic carriage or shedding. Reference Hanson and Couturier3,Reference Teh, Tee and Tan14 Comprehensive testing may lead to overtreatment among immunocompetent adults in the outpatient setting, as pathogenic E. coli are frequently found in asymptomatic hosts Reference Huang, Nataro and DuPont15 and adults may shed non-typhoidal Salmonella species for over a month after initial infection. Reference Sirinavin, Pokawattana and Bangtrakulnondh16 Of 259 comprehensive tests performed on immunocompetent patients with ≥1 CDI risk factor, a quarter detected organisms other than C. difficile, and approximately 20% of these patients received interventions that may have been unnecessary. Our findings are consistent with those of a previous report of outpatients with diarrhea, where over 30% of orders for comprehensive testing did not meet the testing criteria established in the 2017 IDSA guidelines, Reference Shane, Mody and Crump10 and over 20% of immunocompetent patients received antibiotics for pathogens that did not merit therapy. Reference Clark, Sidlak, Mathers, Poulter and Platts-Mills8
Our report provides insight into opportunities to optimize test selection for outpatient diarrhea, but it has several limitations. Our study is limited to patients tested (rather than all adults with acute gastroenteritis) and did not assess clinical factors that may have excluded testing altogether (eg, laxative use and stool frequency). We were unable to confirm whether ciprofloxacin was prescribed for GI or other coexisting indication (eg, complicated cystitis) which may misclassify our proxy measure of antibiotic use prompted by stool testing. Additionally, we did not assess whether negative comprehensive test results prompted reassurance and reduced healthcare utilization as has been suggested in the inpatient setting. Reference Beal, Tremblay, Toffel, Velez and Rand6,Reference Axelrad, Freedberg, Whittier, Greendyke, Lebwohl and Green7
In conclusion, the use of comprehensive GI PCR among immunocompetent adults with diarrhea is increasing in the outpatient setting. There may be an opportunity for diagnostic stewardship by nudging providers to consider all CDI risk factors to promote selection of the targeted assay. Furthermore, decision support tools that support guideline-based test criteria, such as the 2017 IDSA guidelines (eg, diarrhea with fever, blood, severe abdominal pain, and/or signs of sepsis), may optimize the use of comprehensive testing. Additional data are needed to limit the low-value care associated with the unrestricted use of these tests.
Supplementary material
To view supplementary material for this article, please visit https://doi.org/10.1017/ash.2023.426
Acknowledgements
Conception of the work IG, LT.
Data collection IG, LT.
Data analysis and interpretation IG, LT.
Drafting the article IG, LT.
Critical revision of the article IG, LT.
Final approval of the version to be published IG, LT.
Financial support
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Competing interests
The authors declare that they have no conflict of interests to report.
Open access
