Literature DB >> 33456500

External validation of two prediction tools for patients at risk for recurrent Clostridioides difficile infection.

Tessel M van Rossen1, Laura J van Dijk2, Martijn W Heymans3, Olaf M Dekkers4, Christina M J E Vandenbroucke-Grauls5, Yvette H van Beurden2.   

Abstract

BACKGROUND: One in four patients with primary Clostridioides difficile infection (CDI) develops recurrent CDI (rCDI). With every recurrence, the chance of a subsequent CDI episode increases. Early identification of patients at risk for rCDI might help doctors to guide treatment. The aim of this study was to externally validate published clinical prediction tools for rCDI.
METHODS: The validation cohort consisted of 129 patients, diagnosed with CDI between 2018 and 2020. rCDI risk scores were calculated for each individual patient in the validation cohort using the scoring tools described in the derivation studies. Per score value, we compared the average predicted risk of rCDI with the observed number of rCDI cases. Discrimination was assessed by calculating the area under the receiver operating characteristic curve (AUC).
RESULTS: Two prediction tools were selected for validation (Cobo 2018 and Larrainzar-Coghen 2016). The two derivation studies used different definitions for rCDI. Using Cobo's definition, rCDI occurred in 34 patients (26%) of the validation cohort: using the definition of Larrainzar-Coghen, we observed 19 recurrences (15%). The performance of both prediction tools was poor when applied to our validation cohort. The estimated AUC was 0.43 [95% confidence interval (CI); 0.32-0.54] for Cobo's tool and 0.42 (95% CI; 0.28-0.56) for Larrainzar-Coghen's tool.
CONCLUSION: Performance of both prediction tools was disappointing in the external validation cohort. Currently identified clinical risk factors may not be sufficient for accurate prediction of rCDI.
© The Author(s), 2021.

Entities:  

Keywords:  Clostridioides difficile; Clostridium difficile; prediction models; prognostic factors; recurrence; risk factors

Year:  2021        PMID: 33456500      PMCID: PMC7797589          DOI: 10.1177/1756284820977385

Source DB:  PubMed          Journal:  Therap Adv Gastroenterol        ISSN: 1756-283X            Impact factor:   4.409


  43 in total

1.  Factors Predicting Recurrence of Clostridium difficile Infection (CDI) in Hospitalized Patients: Retrospective Study of More Than 2000 Patients.

Authors:  Mohamed Abdelfatah; Rabih Nayfe; Ala Nijim; Kathleen Enriquez; Eslam Ali; Richard R Watkins; Hossam Kandil
Journal:  J Investig Med       Date:  2015-06       Impact factor: 2.895

2.  Reining in recurrent Clostridium difficile infection--who's at risk?

Authors:  Christina M Surawicz
Journal:  Gastroenterology       Date:  2009-02-25       Impact factor: 22.682

3.  Human hypervirulent Clostridium difficile strains exhibit increased sporulation as well as robust toxin production.

Authors:  Michelle Merrigan; Anilrudh Venugopal; Michael Mallozzi; Bryan Roxas; V K Viswanathan; Stuart Johnson; Dale N Gerding; Gayatri Vedantam
Journal:  J Bacteriol       Date:  2010-07-30       Impact factor: 3.490

4.  First recurrence of Clostridium difficile infection: clinical relevance, risk factors, and prognosis.

Authors:  T Larrainzar-Coghen; D Rodriguez-Pardo; M Puig-Asensio; V Rodríguez; C Ferrer; R Bartolomé; C Pigrau; N Fernández-Hidalgo; T Pumarola; B Almirante
Journal:  Eur J Clin Microbiol Infect Dis       Date:  2016-01-11       Impact factor: 3.267

5.  Clinical Practice Guidelines for Clostridium difficile Infection in Adults and Children: 2017 Update by the Infectious Diseases Society of America (IDSA) and Society for Healthcare Epidemiology of America (SHEA).

Authors:  L Clifford McDonald; Dale N Gerding; Stuart Johnson; Johan S Bakken; Karen C Carroll; Susan E Coffin; Erik R Dubberke; Kevin W Garey; Carolyn V Gould; Ciaran Kelly; Vivian Loo; Julia Shaklee Sammons; Thomas J Sandora; Mark H Wilcox
Journal:  Clin Infect Dis       Date:  2018-03-19       Impact factor: 9.079

6.  Derivation and Validation of a Clostridium difficile Infection Recurrence Prediction Rule in a National Cohort of Veterans.

Authors:  Kelly R Reveles; Eric M Mortensen; Jim M Koeller; Kenneth A Lawson; Mary Jo V Pugh; Sarah A Rumbellow; Jacqueline R Argamany; Christopher R Frei
Journal:  Pharmacotherapy       Date:  2018-02-22       Impact factor: 4.705

7.  Antibodies to Toxin B Are Protective Against Clostridium difficile Infection Recurrence.

Authors:  Swati B Gupta; Vinay Mehta; Erik R Dubberke; Xuemei Zhao; Mary Beth Dorr; Dalya Guris; Deborah Molrine; Mark Leney; Mark Miller; Marilyne Dupin; T Christopher Mast
Journal:  Clin Infect Dis       Date:  2016-06-30       Impact factor: 9.079

Review 8.  Recurrent Clostridium difficile infection: a review of risk factors, treatments, and outcomes.

Authors:  Stuart Johnson
Journal:  J Infect       Date:  2009-04-05       Impact factor: 6.072

9.  Electronic health record-based detection of risk factors for Clostridium difficile infection relapse.

Authors:  Courtney Hebert; Hongyan Du; Lance R Peterson; Ari Robicsek
Journal:  Infect Control Hosp Epidemiol       Date:  2013-02-13       Impact factor: 3.254

10.  National epidemiology of initial and recurrent Clostridium difficile infection in the Veterans Health Administration from 2003 to 2014.

Authors:  Kelly R Reveles; Kenneth A Lawson; Eric M Mortensen; Mary Jo V Pugh; Jim M Koeller; Jacqueline R Argamany; Christopher R Frei
Journal:  PLoS One       Date:  2017-12-07       Impact factor: 3.240

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  1 in total

1.  Gut metabolites predict Clostridioides difficile recurrence.

Authors:  Jennifer J Dawkins; Jessica R Allegretti; Travis E Gibson; Emma McClure; Mary Delaney; Lynn Bry; Georg K Gerber
Journal:  Microbiome       Date:  2022-06-09       Impact factor: 16.837

  1 in total

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