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A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection

BACKGROUND AND AIMS: Clostridioides difficile infection (CDI) is associated with a range of outcomes, and existing prediction models for death among patients with CDI are imprecise. Peripheral eosinopenia has been proposed as a novel risk factor for death among patients with CDI but has not been inc...

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Autores principales: Wang, Ying, Salmasian, Hojjat, Schluger, Aaron, Gomez-Simmonds, Angela, Choy, Alexa, Li, Jianhua, Axelrad, Jordan E., Freedberg, Daniel E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377641/
https://www.ncbi.nlm.nih.gov/pubmed/35974881
http://dx.doi.org/10.1016/j.gastha.2021.10.002
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author Wang, Ying
Salmasian, Hojjat
Schluger, Aaron
Gomez-Simmonds, Angela
Choy, Alexa
Li, Jianhua
Axelrad, Jordan E.
Freedberg, Daniel E.
author_facet Wang, Ying
Salmasian, Hojjat
Schluger, Aaron
Gomez-Simmonds, Angela
Choy, Alexa
Li, Jianhua
Axelrad, Jordan E.
Freedberg, Daniel E.
author_sort Wang, Ying
collection PubMed
description BACKGROUND AND AIMS: Clostridioides difficile infection (CDI) is associated with a range of outcomes, and existing prediction models for death among patients with CDI are imprecise. Peripheral eosinopenia has been proposed as a novel risk factor for death among patients with CDI but has not been incorporated into prediction models. This study aimed to develop and validate a prediction model for death among patients hospitalized with CDI that incorporated peripheral eosinopenia. METHODS: Eosinopenia was defined as 0 eosinophils/μL on the soonest peripheral blood drawn within the 48-hour window of the CDI test (before or after). Adults were eligible for the study if they were hospitalized at any one of 3 large, unaffiliated hospital networks, tested positive for CDI by stool polymerase chain reaction, and received appropriate anti-CDI treatment. Patients were followed for all-cause death for up to 30 days. RESULTS: There were 4518 unique hospitalized adults with CDI included (2142 in the derivation cohort and 2376 in the validation cohort). All-cause 30-day mortality was 9% and 10% in the cohorts. In the validation cohort, the factors most strongly associated with death were eosinopenia (adjusted odds ratio [aOR] 2.49, 95% confidence interval [CI] 1.77–3.50), albumin <3 g/dL (aOR 3.26, 95% CI 2.13–3.49), and creatinine >1.5 mg/dL (aOR 2.55, 95% CI 1.86–3.49). A 6-variable clinical prediction model was developed that improved on existing classification schemes for CDI severity (area under the receiver operating characteristic curve of 0.75 vs 0.68). CONCLUSION: Among adults hospitalized with CDI, peripheral eosinopenia was associated with increased risk of all-cause 30-day mortality. A prediction model incorporating peripheral eosinopenia was developed to improve care for hospitalized patients with CDI through risk stratification.
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spelling pubmed-93776412022-08-15 A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection Wang, Ying Salmasian, Hojjat Schluger, Aaron Gomez-Simmonds, Angela Choy, Alexa Li, Jianhua Axelrad, Jordan E. Freedberg, Daniel E. Gastro Hep Adv Article BACKGROUND AND AIMS: Clostridioides difficile infection (CDI) is associated with a range of outcomes, and existing prediction models for death among patients with CDI are imprecise. Peripheral eosinopenia has been proposed as a novel risk factor for death among patients with CDI but has not been incorporated into prediction models. This study aimed to develop and validate a prediction model for death among patients hospitalized with CDI that incorporated peripheral eosinopenia. METHODS: Eosinopenia was defined as 0 eosinophils/μL on the soonest peripheral blood drawn within the 48-hour window of the CDI test (before or after). Adults were eligible for the study if they were hospitalized at any one of 3 large, unaffiliated hospital networks, tested positive for CDI by stool polymerase chain reaction, and received appropriate anti-CDI treatment. Patients were followed for all-cause death for up to 30 days. RESULTS: There were 4518 unique hospitalized adults with CDI included (2142 in the derivation cohort and 2376 in the validation cohort). All-cause 30-day mortality was 9% and 10% in the cohorts. In the validation cohort, the factors most strongly associated with death were eosinopenia (adjusted odds ratio [aOR] 2.49, 95% confidence interval [CI] 1.77–3.50), albumin <3 g/dL (aOR 3.26, 95% CI 2.13–3.49), and creatinine >1.5 mg/dL (aOR 2.55, 95% CI 1.86–3.49). A 6-variable clinical prediction model was developed that improved on existing classification schemes for CDI severity (area under the receiver operating characteristic curve of 0.75 vs 0.68). CONCLUSION: Among adults hospitalized with CDI, peripheral eosinopenia was associated with increased risk of all-cause 30-day mortality. A prediction model incorporating peripheral eosinopenia was developed to improve care for hospitalized patients with CDI through risk stratification. 2022 2022-02-07 /pmc/articles/PMC9377641/ /pubmed/35974881 http://dx.doi.org/10.1016/j.gastha.2021.10.002 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CCBY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Wang, Ying
Salmasian, Hojjat
Schluger, Aaron
Gomez-Simmonds, Angela
Choy, Alexa
Li, Jianhua
Axelrad, Jordan E.
Freedberg, Daniel E.
A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection
title A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection
title_full A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection
title_fullStr A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection
title_full_unstemmed A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection
title_short A Prediction Model Incorporating Peripheral Eosinopenia as a Novel Risk Factor for Death After Hospitalization for Clostridioides difficile Infection
title_sort prediction model incorporating peripheral eosinopenia as a novel risk factor for death after hospitalization for clostridioides difficile infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377641/
https://www.ncbi.nlm.nih.gov/pubmed/35974881
http://dx.doi.org/10.1016/j.gastha.2021.10.002
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